WaterMatica Q-Flood · Malaysia — expo notebook outputs

Section status

SECTION	TITLE	STATUS	REASON	DURATION (S)	FILE
00_panel	Control panel, versions, run info	done		2.7	5
01_envanter	1 · Data inventory	done		0.3	7
02_glofas	2 · GloFAS discharge (download + check)	done		4.8	7
03_gercek	3 · Ground-truth catalogue	done		0.3	7
04_manset_26yil	4 · 26-year record — headline number	done		10.7	27
04b_skill_v2	4b · skill_v2 (etiket v2, OOF secim, blok-bootstrap)	done		229.2	11
05_taramalar	5 · Fit-year scans (337/338/339)	skipped	RUN_SCAN off (running it once before the fair and keeping the CSVs is enough)	0.0	1
06_kalibrasyon	6 · Calibration and reliability	done		0.6	7
07_alert	7 · Today's single alert	done		85.4	10
08a_cihaz	8a · Quantum devices and access	done		0.1	3
08b_qf_my	8b · QF-MY-1 VQC + QF-MY-2 QUBO	done		129.6	11
08c_qpu_adaptive	8c · QF-MY-3 adaptive width	skipped	RUN_QPU_ADAPTIVE off — turn it on: real IBM device if a token exists, otherwise FakeTorino noisy simulation	0.0	1
10_dogrulama	10 · Verification of yesterday's forecast	done		1209.9	38

Run

run_started

2026-11-05 06:09 (Istanbul)

seed

runtime

cpu

in_colab

False

python

3.13.5

engine

Q-Flood Engine 3.3.1

model

3.3.9-W

bundle

qflood_MY_fuar_bundle_2026-10-27_v5.zip

bundle_sha256

b766982b9a26916c

horizon_days

hw_subset

qpu_timeout_s

3600

quantum_hardware

off

keys_present

IBM_QUANTUM_TOKEN	False
ORIGIN_API_TOKEN	False
IONQ_API_KEY	False

flags

RUN_26YR	True
RUN_SKILL_V2	True
RUN_SCAN	False
RUN_ALERT	True
RUN_VERIFY	True
RUN_QUANTUM	True
RUN_QPU_ADAPTIVE	False

Control panel, versions, run infodone

00_panel · started 2026-11-05T06:09:23+03:00 · 2.7 s

Panel and environment

run_started

2026-11-05 06:09 (Istanbul)

seed

runtime

cpu

in_colab

False

python

3.13.5

engine

Q-Flood Engine 3.3.1

model

3.3.9-W

bundle

qflood_MY_fuar_bundle_2026-10-27_v5.zip

bundle_sha256

b766982b9a26916c

horizon_days

hw_subset

qpu_timeout_s

3600

quantum_hardware

off

keys_present

IBM_QUANTUM_TOKEN	False
ORIGIN_API_TOKEN	False
IONQ_API_KEY	False

flags

RUN_26YR	True
RUN_SKILL_V2	True
RUN_SCAN	False
RUN_ALERT	True
RUN_VERIFY	True
RUN_QUANTUM	True
RUN_QPU_ADAPTIVE	False

Tables

library versions — surumler.csv

PACKAGE	VERSION
numpy	2.5.4
pandas	3.1.0
scipy	1.18.1
sklearn	1.9.1
matplotlib	3.11.2
torch	2.14.1+cpu
pennylane	0.45.1
qiskit	2.3.0
qiskit_aer	0.17.2
qiskit_ibm_runtime	0.45.1
folium	0.20.0
dimod	0.12.23
neal	0.6.0
pyqpanda3	0.5.1

Files

FILE	DESCRIPTION	BYTES	SHA256
00_panel/calisma.json	versions, device, package, seed, start time	1457	6163b6026cd5…
00_panel/panel.json	control panel settings (this run)	1042	d096994e9a0a…
00_panel/summary.json	section summary (status, numbers)	1201	ecf82cd312ad…
00_panel/surumler.csv	library versions	228	82ead653187c…
00_panel/surumler.json	library versions (JSON)	694	b3c3c58eb3fd…

1 · Data inventorydone

01_envanter · started 2026-11-05T06:09:26+03:00 · 0.3 s

Numbers

forcing_files

forcing_days_max

9789

glofas_states

glofas_stations

glofas_with_series

truth_files

truth_region_day_2001_2026.csv	True
truth_catalogue_2001_2026.csv	True
truth_sources.json	True

Charts

annual rainfall and station count (state) — envanter.png

Tables

GloFAS river points and discharge file status — glofas_istasyonlari.csv

STATE	STATION	LAT	LON	DEBI_DOSYASI
Perlis	Sg Perlis Kangar	6.43	100.2	True
Kedah	Sg Kedah Alor Setar	6.12	100.4	True
Kedah	Sg Muda	5.58	100.4	True
Pulau Pinang	Sg Juru/Perai	5.35	100.4	True
Pulau Pinang	Sg Pinang	5.41	100.3	True
Perak	Sg Perak Teluk Intan	4.03	101	True
Perak	Sg Perak Kuala Kangsar	4.77	100.9	True
Selangor	Sg Klang Klang	3.04	101.5	True
Selangor	Sg Langat	2.85	101.5	True
Selangor	Sg Selangor	3.34	101.3	True
Kuala Lumpur	Sg Klang KL	3.14	101.7	True
Putrajaya	Sg Langat Putrajaya	2.92	101.7	True
Negeri Sembilan	Sg Linggi	2.52	102	True
Negeri Sembilan	Sg Muar upper	2.72	102.2	True
Melaka	Sg Melaka	2.22	102.2	True
Melaka	Sg Kesang	2.14	102.5	True
Johor	Sg Muar Buloh Kasap	2.55	102.8	True
Johor	Sg Johor Rantau Panjang	1.78	103.7	True
Johor	Sg Simpang Kiri Batu Pahat	1.87	103	True
Pahang	Sg Pahang Temerloh	3.45	102.4	True
Pahang	Sg Pahang Pekan	3.49	103.3	True
Pahang	Sg Kuantan	3.84	103.3	True
Terengganu	Sg Terengganu	5.3	103	True
Terengganu	Sg Dungun	4.76	103.4	True
Terengganu	Sg Kemaman	4.23	103.4	True
Kelantan	Sg Kelantan Guillemard	5.76	102.2	True
Kelantan	Sg Golok Rantau Panjang	6.02	102	True
Sabah	Sg Padas Beaufort	5.35	115.8	True
Sabah	Sg Kinabatangan	5.5	117.9	True
Sabah	Sg Moyog Penampang	5.93	116.1	True
Sarawak	Batang Rajang Sibu	2.29	111.8	True
Sarawak	Sg Sarawak Kuching	1.56	110.3	True
Sarawak	Sg Kemena Bintulu	3.18	113	True
Labuan	Labuan (no GloFAS river)	5.3	115.2	True

26-year hourly forcing record per state (length, annual rainfall) — zorlama_dosyalari.csv

STATE	HOUR	DAY	YEAR	ANNUAL_RAIN_MM	FIELDS
Johor	234936	9789	26.8	3286	rain,pet,point_daily,point_daily_max,s4_max,wbar,lat,lon
Kedah	234936	9789	26.8	2349	rain,pet,point_daily,point_daily_max,s4_max,wbar,lat,lon
Kelantan	234936	9789	26.8	2662	rain,pet,point_daily,point_daily_max,s4_max,wbar,lat,lon
Kuala Lumpur	234936	9789	26.8	2606	rain,pet,point_daily,point_daily_max,s4_max,wbar,lat,lon
Labuan	234936	9789	26.8	2761	rain,pet,point_daily,point_daily_max,s4_max,wbar,lat,lon
Melaka	234936	9789	26.8	2520	rain,pet,point_daily,point_daily_max,s4_max,wbar,lat,lon
Negeri Sembilan	234936	9789	26.8	2562	rain,pet,point_daily,point_daily_max,s4_max,wbar,lat,lon
Pahang	234936	9789	26.8	2743	rain,pet,point_daily,point_daily_max,s4_max,wbar,lat,lon
Perak	234936	9789	26.8	2535	rain,pet,point_daily,point_daily_max,s4_max,wbar,lat,lon
Perlis	234936	9789	26.8	2266	rain,pet,point_daily,point_daily_max,s4_max,wbar,lat,lon
Pulau Pinang	234936	9789	26.8	2433	rain,pet,point_daily,point_daily_max,s4_max,wbar,lat,lon
Putrajaya	234936	9789	26.8	2606	rain,pet,point_daily,point_daily_max,s4_max,wbar,lat,lon
Sabah	234936	9789	26.8	2582	rain,pet,point_daily,point_daily_max,s4_max,wbar,lat,lon
Sarawak	234936	9789	26.8	3074	rain,pet,point_daily,point_daily_max,s4_max,wbar,lat,lon
Selangor	234936	9789	26.8	2653	rain,pet,point_daily,point_daily_max,s4_max,wbar,lat,lon
Terengganu	234936	9789	26.8	2825	rain,pet,point_daily,point_daily_max,s4_max,wbar,lat,lon

Files

FILE	DESCRIPTION	BYTES	SHA256
01_envanter/envanter.png	annual rainfall and station count (state)	90940	8e056cee8062…
01_envanter/gercek_kaynaklari.json	truth_sources.json (paketteki gercek katalogun ozeti)	725	573057ba25f3…
01_envanter/glofas_istasyonlari.csv	GloFAS river points and discharge file status	1457	2d2a2f0e72f6…
01_envanter/glofas_istasyonlari.json	GloFAS river points and discharge file status (JSON)	4040	3afc02494400…
01_envanter/summary.json	section summary (status, numbers)	497	a88e7cfe0d6a…
01_envanter/zorlama_dosyalari.csv	26-year hourly forcing record per state (length, annual rainfall)	1513	5d9d8ad74393…
01_envanter/zorlama_dosyalari.json	26-year hourly forcing record per state (length, annual rainfall) (JSON)	2879	6d4f28a569c0…

2 · GloFAS discharge (download + check)done

02_glofas · started 2026-11-05T06:09:26+03:00 · 4.8 s

Numbers

check_flood_api_exit	0
fetch_glofas_exit	0
region_days	150480
zero_share	0.0654
q50	0.163
q99	1.02
max	6.008
region_days_over_q2	1607
regions_over_q2	15
n_regions	16
benchmark_stations	33

Charts

Q/Q2 distribution and days exceeding Q2 — qq2_dagilim.png

Tables

Q/Q2 distribution and number of days exceeding Q2 per state (2001-2026) — qq2_eyalet.csv

STATE	STATION	QQ2_MEDIAN	QQ2_Q99	QQ2_MAX	Q2_EXCEED_DAY
Perlis	1	0.045	0.726	3.489	42
Kedah	2	0.106	0.916	2.981	78
Pulau Pinang	2	0.161	0.798	2.222	38
Perak	2	0.176	1.115	3.517	139
Selangor	3	0.213	1.188	2.894	179
Kuala Lumpur	1	0.143	0.723	2.41	32
Putrajaya	1	0.133	0.836	2.168	41
Negeri Sembilan	2	0.16	0.917	6.008	79
Melaka	2	0.217	0.876	5.285	68
Johor	3	0.195	0.894	3.625	70
Pahang	3	0.185	1.091	2.855	123
Terengganu	3	0.191	1.122	2.59	127
Kelantan	2	0.098	0.896	2.769	75
Sabah	3	0.389	1.208	2.337	236
Sarawak	3	0.384	1.27	2.555	280
Labuan	0	0	0	0	0

Files

FILE	DESCRIPTION	BYTES	SHA256
02_glofas/2a_check_flood_api.log	betik ciktisi: check_flood_api.py	661	4a3650b91233…
02_glofas/2a_fetch_glofas.log	betik ciktisi: fetch_glofas_only.py	356	2a85fea1984a…
02_glofas/q2_esikleri.json	2-year discharge per station (Q2, fit years)	1257	092808e19252…
02_glofas/qq2_dagilim.png	Q/Q2 distribution and days exceeding Q2	68169	55bb650a06b9…
02_glofas/qq2_eyalet.csv	Q/Q2 distribution and number of days exceeding Q2 per state (2001-2026)	559	a7cf9247ef1e…
02_glofas/qq2_eyalet.json	Q/Q2 distribution and number of days exceeding Q2 per state (2001-2026) (JSON)	2090	5f7d310fe5bc…
02_glofas/summary.json	section summary (status, numbers)	500	46baa5261103…

3 · Ground-truth cataloguedone

03_gercek · started 2026-11-05T06:09:33+03:00 · 0.3 s

Numbers

v2_total	1191
v2_fit	406
v2_heldout	785
total	903
fit	118
heldout	785
states	16

Charts

ground-truth catalogue by year and state — gercek_katalog.png

Tables

flood region-days per state (fit / held-out) — eyalet_basina_sel.csv

STATE	FIT_2001_2019	HELD_OUT_2020_2026
Perlis	2	24
Kedah	7	59
Pulau Pinang	9	32
Perak	7	59
Selangor	1	58
Kuala Lumpur	0	10
Putrajaya	0	0
Negeri Sembilan	0	64
Melaka	0	66
Johor	9	84
Pahang	15	64
Terengganu	19	64
Kelantan	15	57
Sabah	26	94
Sarawak	8	50
Labuan	0	0

ground-truth catalogue rows (source, region, date) — truth_catalogue_2001_2026.csv

SOURCE	REF	CONF	REGION	START	END	ALERT	NOTE
GDACS	GDACS FL 4190	A	Sabah	2014-10-04	2014-10-11	GREEN	Flood in Malaysia; Magnitude 5.40; centroid 6.01,117.18
GDACS	GDACS FL 4216	A	Kelantan	2014-12-20	2015-01-01	ORANGE	Flood in Malaysia; Magnitude 6.37; centroid 4.72,102.16
GDACS	GDACS FL 4376	A	Perak	2016-07-18	2016-07-19	Green	Flood in Malaysia; Magnitude 4.86; centroid 5.17,101.08
curated	GDACS FL 4376	A	Perak	2016-07-18	2016-07-19		Flood in Malaysia (point 5.17,101.08; 0.00° from polygon)
GDACS	GDACS FL 4424	A	Terengganu	2016-11-28	2016-12-07	Green	Flood in Malaysia; Magnitude 5.31; centroid 5.12,102.56
curated	GDACS FL 4424	A	Terengganu	2016-11-28	2016-12-07		Flood in Malaysia (point 5.12,102.56; 0.00° from polygon)
GDACS	GDACS FL 4431	A	Pahang	2016-12-31	2017-01-05	Green	Flood in Malaysia; Magnitude 5.59; centroid 4.70,102.41
curated	GDACS FL 4431	A	Pahang	2016-12-31	2017-01-05		Flood in Malaysia (point 4.70,102.41; 0.00° from polygon)
curated	Wikipedia: 2017 Malaysian floods	A	Kedah	2017-09-14	2017-09-15		Typhoon Doksuri remnants; 270 mm Ayer Itam
curated	Wikipedia: 2017 Malaysian floods	A	Perlis	2017-09-14	2017-09-15		Typhoon Doksuri remnants; 270 mm Ayer Itam
curated	Wikipedia: 2017 Malaysian floods	A	Pulau Pinang	2017-09-14	2017-09-15		Typhoon Doksuri remnants; 270 mm Ayer Itam
GDACS	GDACS FL 1000142	A	Sabah	2017-10-18	2017-10-24	Green	Flood in Malaysia; Magnitude 0.00; centroid 5.58,117.02
curated	GDACS FL 1000142	A	Sabah	2017-10-18	2017-10-24		Flood in Malaysia (point 5.58,117.02; 0.00° from polygon)
GDACS	GDACS FL 1000141	A	Pulau Pinang	2017-10-21	2017-10-22	Green	Flood in Malaysia; Magnitude 0.00; centroid 5.33,100.29
curated	GDACS FL 1000141	A	Pulau Pinang	2017-10-21	2017-10-22		Flood in Malaysia (point 5.33,100.29; 0.00° from polygon)
curated	Wikipedia: 2017 Malaysian floods	A	Kedah	2017-11-02	2017-11-06		TD 29W; 372 mm/24 h Butterworth; 7 dead
curated	Wikipedia: 2017 Malaysian floods	A	Perak	2017-11-02	2017-11-06		TD 29W; 372 mm/24 h Butterworth; 7 dead
curated	Wikipedia: 2017 Malaysian floods	A	Pulau Pinang	2017-11-02	2017-11-06		TD 29W; 372 mm/24 h Butterworth; 7 dead
GDACS	GDACS FL 1000149	A	Kedah	2017-11-03	2017-11-06	Green	Flood in Malaysia; Magnitude 0.00; centroid 5.78,100.36; nearest region 0.01°
curated	GDACS FL 1000149	A	Kedah	2017-11-03	2017-11-06		Flood in Malaysia (point 5.78,100.36; 0.01° from polygon)
GDACS	GDACS FL 1000154	national-only	(national)	2017-12-13	2017-12-21	Green	Flood in Brunei\|Indonesia\|Malaysia\|Philippines; Magnitude 0.00; centroid 8.43,114.40; 2.52° from every polygon
curated	FloodList Jan 2018 (Pahang, Johor, Terengganu); Crisis24 2 Jan 2018 (Johor, Sabah, Pahang)	B	Johor	2018-01-02	2018-01-10
curated	FloodList Jan 2018 (Pahang, Johor, Terengganu); Crisis24 2 Jan 2018 (Johor, Sabah, Pahang)	B	Pahang	2018-01-02	2018-01-10
curated	FloodList Jan 2018 (Pahang, Johor, Terengganu); Crisis24 2 Jan 2018 (Johor, Sabah, Pahang)	B	Sabah	2018-01-02	2018-01-10
curated	FloodList Jan 2018 (Pahang, Johor, Terengganu); Crisis24 2 Jan 2018 (Johor, Sabah, Pahang)	B	Terengganu	2018-01-02	2018-01-10
GDACS	GDACS FL 1100139	A	Sarawak	2019-06-02	2019-06-09	Green	Flood in Malaysia; Magnitude 0 ; centroid 2.71,113.78
curated	GDACS FL 1100139	A	Sarawak	2019-06-02	2019-06-09		Flood in Malaysia (point 2.71,113.78; 0.00° from polygon)
GDACS	GDACS FL 1100277	A	Selangor	2019-10-22	2019-10-22	Green	Flood in Indonesia, Malaysia; Magnitude 0 ; centroid 3.34,101.56
curated	GDACS FL 1100277	A	Selangor	2019-10-22	2019-10-22		Flood in Indonesia, Malaysia (point 3.34,101.56; 0.00° from polygon)
GDACS	GDACS FL 1100282	A	Kelantan	2019-11-27	2019-11-27	Green	Flood in Malaysia; Magnitude 0 ; centroid 5.84,102.41
curated	GDACS FL 1100282	A	Kelantan	2019-11-27	2019-11-27		Flood in Malaysia (point 5.84,102.41; 0.00° from polygon)
GDACS	GDACS FL 1100305	A	Sabah	2019-12-09	2019-12-10	Green	Flood in Malaysia; Magnitude 0 ; centroid 5.12,115.94
curated	GDACS FL 1100305	A	Sabah	2019-12-09	2019-12-10		Flood in Malaysia (point 5.12,115.94; 0.00° from polygon)
GDACS	GDACS FL 1100328	A	Kelantan	2019-12-18	2019-12-18	Green	Flood in Malaysia; Magnitude 0 ; centroid 6.04,102.14
curated	GDACS FL 1100328	A	Kelantan	2019-12-18	2019-12-18		Flood in Malaysia (point 6.04,102.14; 0.00° from polygon)
GDACS	GDACS FL 1100348	A	Johor	2020-01-29	2020-01-29	Green	Flood in Malaysia; Magnitude 0 ; centroid 1.49,103.74
curated	GDACS FL 1100348	A	Johor	2020-01-29	2020-01-29		Flood in Malaysia (point 1.49,103.74; 0.00° from polygon)
GDACS	GDACS FL 1100420	A	Melaka	2020-03-23	2020-03-27	Green	Flood in Malaysia; Magnitude 0 ; centroid 2.38,102.21
curated	GDACS FL 1100420	A	Melaka	2020-03-23	2020-03-27		Flood in Malaysia (point 2.38,102.21; 0.00° from polygon)
GDACS	GDACS FL 1100428	A	Johor	2020-04-05	2020-04-06	Green	Flood in Malaysia; Magnitude 0 ; centroid 1.53,103.70

first 40 / 239 rows

flood region-days per year (v1 pack label; v2 corrected label if present) — yil_basina_sel.csv

YEAR	V1_REGION_DAY	V2_REGION_DAY
2001	0	40
2002	0	14
2003	0	87
2004	0	30
2005	0	3
2006	0	20
2007	0	12
2008	0	8
2009	0	8
2010	0	4
2011	0	14
2012	0	9
2013	0	39
2014	20	20
2015	1	1
2016	13	13
2017	35	35
2018	36	36
2019	13	13
2020	54	54
2021	126	126
2022	93	93
2023	106	106
2024	195	195
2025	177	177
2026	34	34

Files

FILE	DESCRIPTION	BYTES	SHA256
03_gercek/eyalet_basina_sel.csv	flood region-days per state (fit / held-out)	262	e8c89c23f1a7…
03_gercek/eyalet_basina_sel.json	flood region-days per state (fit / held-out) (JSON)	1265	acb8ad85dda5…
03_gercek/gercek_katalog.png	ground-truth catalogue by year and state	105884	97e4da8b78c1…
03_gercek/summary.json	section summary (status, numbers)	351	ead4e34fc2bb…
03_gercek/truth_catalogue_2001_2026.csv	ground-truth catalogue rows (source, region, date)	28512	18baec262c52…
03_gercek/yil_basina_sel.csv	flood region-days per year (v1 pack label; v2 corrected label if present)	304	ef14e37647a2…
03_gercek/yil_basina_sel.json	flood region-days per year (v1 pack label; v2 corrected label if present) (JSON)	1680	20f30a10e71e…

4 · 26-year record — headline numberdone

04_manset_26yil · started 2026-11-05T06:09:33+03:00 · 10.7 s

Numbers

evidence

observed (GDACS + curated catalogue, 239 rows); reported on 2020–2026 held-out (117 truth episodes)

heldout_learning_layer

events	117
hits	30
misses	51
POD	0.256
FAR	0.622
CSI	0.179
CSI_95	0.13–0.24

Charts

held-out period CSI, with Wilson 95% intervals — csi_tutulan.png

Tables

first 40 / 312 rows

bench_long_record output — scores_by_state.csv

EVENTS	HITS	MISSES	SIGNAL_EPISODES	FALSE_ALARMS	STATE	DETECTOR	REGIME	PART	FLAG_DAYS	POD	FAR	CSI
1	0	1	11	11	Perlis	qd ≥ 2-yr (a priori)	riverine	2001-2019 calibration	14	0	1	0
2	2	0	5	3	Perlis	qd ≥ 2-yr (a priori)	riverine	2020-2026 held-out	11	1	0.6	0.4
3	2	1	16	14	Perlis	qd ≥ 2-yr (a priori)	riverine	2001-2026 all	25	0.6667	0.875	0.1176
1	1	0	21	20	Perlis	qd ≥ calibrated	riverine	2001-2019 calibration	51	1	0.9524	0.04762
2	2	0	11	9	Perlis	qd ≥ calibrated	riverine	2020-2026 held-out	23	1	0.8182	0.1818
3	3	0	32	29	Perlis	qd ≥ calibrated	riverine	2001-2026 all	74	1	0.9062	0.09375
1	0	1	16	16	Perlis	vol3 ≥ 2-yr (a priori)	riverine	2001-2019 calibration	47	0	1	0
2	2	0	5	3	Perlis	vol3 ≥ 2-yr (a priori)	riverine	2020-2026 held-out	23	1	0.6	0.4
3	2	1	21	19	Perlis	vol3 ≥ 2-yr (a priori)	riverine	2001-2026 all	70	0.6667	0.9048	0.09091
1	1	0	84	83	Perlis	vol3 ≥ calibrated	riverine	2001-2019 calibration	343	1	0.9881	0.0119
2	2	0	40	38	Perlis	vol3 ≥ calibrated	riverine	2020-2026 held-out	188	1	0.95	0.05
3	3	0	124	121	Perlis	vol3 ≥ calibrated	riverine	2001-2026 all	531	1	0.9758	0.02419
1	0	1	15	15	Perlis	wet ≥ 2-yr (a priori)	riverine	2001-2019 calibration	19	0	1	0
2	2	0	4	2	Perlis	wet ≥ 2-yr (a priori)	riverine	2020-2026 held-out	11	1	0.5	0.5
3	2	1	19	17	Perlis	wet ≥ 2-yr (a priori)	riverine	2001-2026 all	30	0.6667	0.8947	0.1
1	1	0	25	24	Perlis	wet ≥ calibrated	riverine	2001-2019 calibration	39	1	0.96	0.04
2	2	0	14	12	Perlis	wet ≥ calibrated	riverine	2020-2026 held-out	24	1	0.8571	0.1429
3	3	0	39	36	Perlis	wet ≥ calibrated	riverine	2001-2026 all	63	1	0.9231	0.07692
1	0	1	15	15	Perlis	qr ≥ 2-yr (a priori)	riverine	2001-2019 calibration	43	0	1	0
2	2	0	4	2	Perlis	qr ≥ 2-yr (a priori)	riverine	2020-2026 held-out	18	1	0.5	0.5
3	2	1	19	17	Perlis	qr ≥ 2-yr (a priori)	riverine	2001-2026 all	61	0.6667	0.8947	0.1
1	1	0	57	56	Perlis	qr ≥ calibrated	riverine	2001-2019 calibration	215	1	0.9825	0.01754
2	2	0	33	30	Perlis	qr ≥ calibrated	riverine	2020-2026 held-out	121	1	0.9091	0.0625
3	3	0	90	86	Perlis	qr ≥ calibrated	riverine	2001-2026 all	336	1	0.9556	0.03371
1	0	1	13	13	Perlis	rain1 ≥ 2-yr (a priori)	riverine	2001-2019 calibration	14	0	1	0
2	2	0	4	2	Perlis	rain1 ≥ 2-yr (a priori)	riverine	2020-2026 held-out	10	1	0.5	0.5
3	2	1	17	15	Perlis	rain1 ≥ 2-yr (a priori)	riverine	2001-2026 all	24	0.6667	0.8824	0.1111
1	1	0	20	19	Perlis	rain1 ≥ calibrated	riverine	2001-2019 calibration	27	1	0.95	0.05
2	2	0	10	8	Perlis	rain1 ≥ calibrated	riverine	2020-2026 held-out	16	1	0.8	0.2
3	3	0	30	27	Perlis	rain1 ≥ calibrated	riverine	2001-2026 all	43	1	0.9	0.1
1	0	1	14	14	Perlis	rain3 ≥ 2-yr (a priori)	riverine	2001-2019 calibration	33	0	1	0
2	2	0	5	3	Perlis	rain3 ≥ 2-yr (a priori)	riverine	2020-2026 held-out	16	1	0.6	0.4
3	2	1	19	17	Perlis	rain3 ≥ 2-yr (a priori)	riverine	2001-2026 all	49	0.6667	0.8947	0.1
1	1	0	39	38	Perlis	rain3 ≥ calibrated	riverine	2001-2019 calibration	98	1	0.9744	0.02564
2	2	0	18	16	Perlis	rain3 ≥ calibrated	riverine	2020-2026 held-out	48	1	0.8889	0.1111
3	3	0	57	54	Perlis	rain3 ≥ calibrated	riverine	2001-2026 all	146	1	0.9474	0.05263
1	0	1	8	8	Perlis	glofas ≥ 2-yr (a priori)	riverine	2001-2019 calibration	24	0	1	0
2	2	0	7	5	Perlis	glofas ≥ 2-yr (a priori)	riverine	2020-2026 held-out	18	1	0.7143	0.2857
3	2	1	15	13	Perlis	glofas ≥ 2-yr (a priori)	riverine	2001-2026 all	42	0.6667	0.8667	0.125
1	1	0	68	66	Perlis	glofas ≥ calibrated	riverine	2001-2019 calibration	296	1	0.9706	0.01493

first 40 / 912 rows

bench_long_record output — scores_national.csv

DETECTOR	PART	EVENTS	HITS	MISSES	SIGNAL_EPISODES	FALSE_ALARMS	FLAG_DAYS	POD	FAR	CSI
glofas ≥ 2-yr (a priori)	2001-2019 calibration	22	5	17	257	252	937	0.2273	0.9805	0.01825
glofas ≥ 2-yr (a priori)	2001-2026 all	139	43	96	457	412	1607	0.3094	0.9015	0.07804
glofas ≥ 2-yr (a priori)	2020-2026 held-out	117	38	79	200	160	670	0.3248	0.8	0.1372
glofas ≥ calibrated	2001-2019 calibration	22	13	9	1106	1092	12313	0.5909	0.9873	0.01167
glofas ≥ calibrated	2001-2026 all	139	64	75	1653	1581	17546	0.4604	0.9564	0.03721
glofas ≥ calibrated	2020-2026 held-out	117	51	66	548	490	5233	0.4359	0.8942	0.08402
learning layer (logistic, trained 2001–2019)	2001-2019 calibration	22	4	18	98	93	382	0.1818	0.949	0.03478
learning layer (logistic, trained 2001–2019)	2001-2026 all	139	34	105	180	144	781	0.2446	0.8	0.1201
learning layer (logistic, trained 2001–2019)	2020-2026 held-out	117	30	87	82	51	399	0.2564	0.622	0.1786
learning layer ∪ GloFAS	2001-2019 calibration	22	6	16	269	263	1050	0.2727	0.9777	0.02105
learning layer ∪ GloFAS	2001-2026 all	139	48	91	490	441	1917	0.3453	0.9	0.08276
learning layer ∪ GloFAS	2020-2026 held-out	117	42	75	221	178	867	0.359	0.8054	0.1424
learning layer, watch point (POD ≥ 0.50 on 2001–2019)	2001-2019 calibration	22	12	10	607	595	3024	0.5455	0.9802	0.01945
learning layer, watch point (POD ≥ 0.50 on 2001–2019)	2001-2026 all	139	74	65	1000	924	5051	0.5324	0.924	0.06961
learning layer, watch point (POD ≥ 0.50 on 2001–2019)	2020-2026 held-out	117	62	55	393	329	2027	0.5299	0.8372	0.139
qd ≥ 2-yr (a priori)	2001-2019 calibration	22	2	20	205	203	293	0.09091	0.9902	0.008889
qd ≥ 2-yr (a priori)	2001-2026 all	139	32	107	445	406	760	0.2302	0.9124	0.05872
qd ≥ 2-yr (a priori)	2020-2026 held-out	117	30	87	240	203	467	0.2564	0.8458	0.09375
qd ≥ calibrated	2001-2019 calibration	22	12	10	2557	2544	4941	0.5455	0.9949	0.004677
qd ≥ calibrated	2001-2026 all	139	75	64	3713	3628	7859	0.5396	0.9771	0.01991
qd ≥ calibrated	2020-2026 held-out	117	63	54	1156	1084	2918	0.5385	0.9377	0.05246
qr ≥ 2-yr (a priori)	2001-2019 calibration	22	2	20	210	208	523	0.09091	0.9905	0.008696
qr ≥ 2-yr (a priori)	2001-2026 all	139	39	100	417	373	1303	0.2806	0.8945	0.07617
qr ≥ 2-yr (a priori)	2020-2026 held-out	117	37	80	207	165	780	0.3162	0.7971	0.1312
qr ≥ calibrated	2001-2019 calibration	22	12	10	1633	1621	4767	0.5455	0.9927	0.007304
qr ≥ calibrated	2001-2026 all	139	66	73	2357	2287	7746	0.4748	0.9703	0.02721
qr ≥ calibrated	2020-2026 held-out	117	54	63	724	666	2979	0.4615	0.9199	0.06897
rain1 ≥ 2-yr (a priori)	2001-2019 calibration	22	1	21	242	240	267	0.04545	0.9917	0.003817
rain1 ≥ 2-yr (a priori)	2001-2026 all	139	33	106	474	435	676	0.2374	0.9177	0.05749
rain1 ≥ 2-yr (a priori)	2020-2026 held-out	117	32	85	232	195	409	0.2735	0.8405	0.1026
rain1 ≥ calibrated	2001-2019 calibration	22	12	10	3038	3025	4635	0.5455	0.9957	0.003938
rain1 ≥ calibrated	2001-2026 all	139	76	63	4316	4221	6943	0.5468	0.978	0.01743
rain1 ≥ calibrated	2020-2026 held-out	117	64	53	1278	1196	2308	0.547	0.9358	0.04874
rain3 ≥ 2-yr (a priori)	2001-2019 calibration	22	3	19	217	214	446	0.1364	0.9862	0.01271
rain3 ≥ 2-yr (a priori)	2001-2026 all	139	40	99	431	388	1152	0.2878	0.9002	0.0759
rain3 ≥ 2-yr (a priori)	2020-2026 held-out	117	37	80	214	174	706	0.3162	0.8131	0.1271
rain3 ≥ calibrated	2001-2019 calibration	22	13	9	1658	1645	4438	0.5909	0.9922	0.007798
rain3 ≥ calibrated	2001-2026 all	139	67	72	2388	2316	7039	0.482	0.9698	0.02729
rain3 ≥ calibrated	2020-2026 held-out	117	54	63	730	671	2601	0.4615	0.9192	0.06853
routed ∪ GloFAS (a priori)	2001-2019 calibration	22	5	17	407	401	1306	0.2273	0.9853	0.01182

first 40 / 57 rows

bench_long_record output — signals_Johor.csv

DATE	QD	VOL3	WET	QR	RAIN1	RAIN3	GLOFAS	SAT	P_LEARN	FLAG_QD_GE_CALIBRATED	FLAG_VOL3_GE_2-YR_A_PRIORI	FLAG_VOL3_GE_CALIBRATED	FLAG_WET_GE_CALIBRATED	FLAG_QR_GE_2-YR_A_PRIORI	FLAG_QR_GE_CALIBRATED	FLAG_RAIN1_GE_CALIBRATED	FLAG_RAIN3_GE_2-YR_A_PRIORI	FLAG_RAIN3_GE_CALIBRATED	FLAG_ROUTED_OR_GLOFAS_A_PRIORI	FLAG_ROUTED_OR_GLOFAS_CALIBRATED	FLAG_LEARNING_LAYER_WATCH_POINT_POD_GE_0.50_ON_2001-2019
2001-01-01	0.312	21.14	2.512	0.334	2.131	28.98	0.393	1.179	0.0588	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-02	0.193	18.06	2.705	0.277	2.436	15.97	0.375	1.111	0.0909	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-03	0.208	13.94	11.15	0.179	10.43	14.99	0.347	1.07	0.4693	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-04	0.204	12.03	4.45	0.189	4.025	16.89	0.328	1.106	0.4819	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-05	0.133	10.34	0.073	0.18	0.067	14.52	0.354	1.076	0.3818	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-06	0.117	8.014	7.607	0.11	7.407	11.5	0.354	1.027	0.2793	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-07	0.164	6.74	4.752	0.116	4.522	12	0.331	1.051	0.2491	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-08	0.181	7.375	9.183	0.116	8.78	20.71	0.306	1.046	0.1632	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-09	0.164	9.214	6.755	0.145	6.288	19.59	0.278	1.074	0.1596	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-10	0.15	9.211	5.104	0.146	4.744	19.81	0.255	1.076	0.1487	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-11	0.36	13.34	20.37	0.238	19.09	30.13	0.222	1.067	0.3967	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-12	0.344	16.95	7.954	0.311	6.788	30.63	0.215	1.172	0.317	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-13	0.353	20.29	9.037	0.305	7.929	33.81	0.238	1.14	0.3769	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-14	0.726	24.49	39.53	0.366	35.28	50	0.239	1.121	0.6045	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-15	1.329	41.26	72.68	0.857	53.05	96.26	0.237	1.37	0.6701	1	0	0	1	0	0	1	0	0	0	0	0
2001-01-16	1.513	71.42	75.95	1.429	50.64	139	0.25	1.5	0.7504	1	0	1	1	1	1	1	1	1	1	1	0
2001-01-17	1.689	99.51	67.87	1.616	45.25	148.9	0.253	1.5	0.8333	1	1	1	1	1	1	0	1	1	1	1	0
2001-01-18	1.167	103.1	10.32	1.618	6.883	102.8	0.247	1.5	0.853	0	1	1	0	1	1	0	0	0	1	1	0
2001-01-19	0.747	84.99	8.542	1.258	6.014	58.14	0.259	1.42	0.8955	0	1	1	0	0	1	0	0	0	0	1	1
2001-01-20	0.52	58.67	7.457	0.835	5.8	18.7	0.268	1.286	0.6869	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-21	0.36	39.66	2.963	0.583	2.467	14.28	0.281	1.201	0.7614	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-22	0.218	27.16	7.339	0.392	6.523	14.79	0.271	1.125	0.7878	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-23	0.212	19.07	3.428	0.255	3.088	12.08	0.255	1.11	0.6817	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-24	0.141	14.12	6.402	0.215	5.965	15.58	0.241	1.073	0.5409	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-25	0.189	12.47	7.511	0.168	7.015	16.07	0.224	1.071	0.3239	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-26	0.156	10.91	3.493	0.169	3.249	16.23	0.25	1.075	0.226	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-27	0.088	9.075	1.383	0.145	1.317	11.58	0.338	1.05	0.2584	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-28	0.034	5.609	1.489	0.084	1.461	6.027	0.372	1.02	0.1302	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-29	0.134	4.232	10.52	0.053	10.5	13.28	0.344	1.002	0.3987	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-30	0.205	6.741	8.907	0.161	8.354	20.31	0.346	1.066	0.1598	0	0	0	0	0	0	0	0	0	0	0	0
2001-01-31	0.216	10.4	4.639	0.183	4.259	23.11	0.374	1.089	0.1937	0	0	0	0	0	0	0	0	0	0	0	0
2001-02-01	0.132	10.73	0.144	0.181	0.134	12.75	0.373	1.076	0.195	0	0	0	0	0	0	0	0	0	0	0	0
2001-02-02	0.046	7.267	1.619	0.113	1.578	5.97	0.326	1.026	0.1235	0	0	0	0	0	0	0	0	0	0	0	0
2001-02-03	0.041	3.525	2.708	0.042	2.695	4.407	0.326	1.005	0.1275	0	0	0	0	0	0	0	0	0	0	0	0
2001-02-04	0.016	1.635	4.089	0.023	4.073	8.346	0.336	1.004	0.1662	0	0	0	0	0	0	0	0	0	0	0	0
2001-02-05	0.131	3.284	7.38	0.079	7.314	14.08	0.314	1.009	0.0902	0	0	0	0	0	0	0	0	0	0	0	0
2001-02-06	0.56	9.766	31.99	0.201	30.61	42	0.292	1.045	0.3978	0	0	0	0	0	0	0	0	0	0	0	0
2001-02-07	0.612	21.46	9.8	0.507	7.654	45.58	0.263	1.28	0.3652	0	0	0	0	0	0	0	0	0	0	0	0
2001-02-08	0.362	26.19	2.351	0.505	1.947	40.21	0.227	1.208	0.5276	0	0	0	0	0	0	0	0	0	0	0	0
2001-02-09	0.407	26.38	15.88	0.334	14.11	23.71	0.208	1.125	0.4173	0	0	0	0	0	0	0	0	0	0	0	0

first 40 / 9405 rows

bench_long_record output — signals_Kedah.csv

DATE	QD	VOL3	WET	QR	RAIN1	RAIN3	GLOFAS	SAT	P_LEARN
2001-01-01	0.451	31.8	0.369	0.492	0.293	30.48	0.393	1.258	0.0135
2001-01-02	0.247	25.02	2.454	0.395	2.149	16.88	0.4	1.142	0.1323
2001-01-03	0.138	16.16	3.97	0.225	3.683	6.124	0.355	1.078	0.2845
2001-01-04	0.138	10.38	4.704	0.137	4.462	10.29	0.326	1.054	0.4358
2001-01-05	0.081	6.977	0.49	0.115	0.468	8.612	0.248	1.047	0.3385
2001-01-06	0.1	5.031	7.933	0.068	7.864	12.79	0.165	1.009	0.3018
2001-01-07	0.138	5.041	5.896	0.106	5.639	13.97	0.147	1.046	0.1259
2001-01-08	0.097	5.651	2.313	0.109	2.208	15.71	0.162	1.048	0.069
2001-01-09	0.056	5.714	3.675	0.086	3.58	11.43	0.134	1.027	0.0571
2001-01-10	0.061	4.101	5.369	0.051	5.29	11.08	0.087	1.015	0.0538
2001-01-11	0.081	3.867	4.947	0.064	4.828	13.7	0.063	1.025	0.05
2001-01-12	0.139	4.996	7.865	0.081	7.604	17.72	0.111	1.034	0.0467
2001-01-13	0.405	9.861	21.04	0.194	19.71	32.15	0.239	1.067	0.2538
2001-01-14	0.523	18.73	16.93	0.417	14.12	41.43	0.324	1.199	0.3168
2001-01-15	0.403	24.74	7.514	0.426	6.196	40.03	0.319	1.213	0.3729
2001-01-16	0.292	24.5	3.546	0.363	3.06	23.37	0.262	1.159	0.4418
2001-01-17	0.302	19.39	14.13	0.262	12.85	22.11	0.161	1.1	0.4586
2001-01-18	0.471	21.34	23.15	0.377	20.11	36.03	0.174	1.151	0.5215
2001-01-19	0.44	25.9	14.84	0.436	11.98	44.95	0.373	1.238	0.4491
2001-01-20	0.422	29.89	12.69	0.433	10.33	42.43	0.478	1.228	0.5841
2001-01-21	0.428	29.58	15.38	0.408	12.76	35.08	0.383	1.205	0.4965
2001-01-22	0.377	26.57	3.244	0.408	2.691	25.78	0.294	1.206	0.512
2001-01-23	0.218	21.12	1.518	0.333	1.349	16.8	0.243	1.125	0.6155
2001-01-24	0.109	13.33	4.335	0.193	4.081	8.121	0.183	1.062	0.2289
2001-01-25	0.107	8.055	3.456	0.099	3.313	8.743	0.154	1.043	0.2508
2001-01-26	0.053	4.9	1.042	0.086	1.011	8.405	0.198	1.03	0.2194
2001-01-27	0.006	2.957	2.136	0.045	2.129	6.453	0.279	1.003	0.1206
2001-01-28	0	1.013	1.243	0.008	1.258	4.398	0.275	0.988	0.0481
2001-01-29	0	0.267	0.472	0.003	0.488	3.875	0.217	0.967	0.0416
2001-01-30	0	0.212	1.836	0.003	1.957	3.704	0.135	0.938	0.0223
2001-01-31	0	0.206	0.934	0.003	1.019	3.465	0.084	0.916	0.0136
2001-02-01	0	0.201	0.378	0.003	0.418	3.395	0.061	0.903	0.011
2001-02-02	0	0.196	0.431	0.003	0.493	1.931	0.052	0.873	0.0064
2001-02-03	0	0.192	1.7	0.003	2.015	2.927	0.052	0.844	0.0106
2001-02-04	0	0.188	0.773	0.003	0.93	3.439	0.061	0.831	0.0114
2001-02-05	0	0.185	0.57	0.003	0.705	3.651	0.059	0.808	0.0127
2001-02-06	0	0.181	0.392	0.003	0.505	2.14	0.046	0.776	0.0084
2001-02-07	0	0.178	1.042	0.002	1.402	2.612	0.043	0.743	0.011
2001-02-08	0	0.174	0.993	0.002	1.392	3.298	0.043	0.714	0.014
2001-02-09	0	0.171	0.396	0.002	0.568	3.361	0.043	0.697	0.0152

first 40 / 9405 rows

bench_long_record output — signals_Kelantan.csv

DATE	QD	VOL3	WET	QR	RAIN1	RAIN3	GLOFAS	SAT	P_LEARN	FLAG_LEARNING_LAYER_WATCH_POINT_POD_GE_0.50_ON_2001-2019
2001-01-01	0.905	60.59	3.223	0.937	2.458	63.08	0.531	1.311	0.1717	0
2001-01-02	0.555	51.61	8.093	0.801	6.795	38.06	0.419	1.191	0.5987	0
2001-01-03	0.421	37.91	10.12	0.516	8.895	18.15	0.306	1.138	0.7334	0
2001-01-04	0.407	29.46	12.31	0.395	11	26.69	0.313	1.119	0.8106	0
2001-01-05	0.33	24.48	0.659	0.38	0.592	20.49	0.337	1.112	0.6861	0
2001-01-06	0.184	19.04	7.162	0.293	6.737	18.33	0.23	1.063	0.633	0
2001-01-07	0.167	13.2	2.555	0.169	2.438	9.766	0.149	1.048	0.4613	0
2001-01-08	0.093	8.241	0.602	0.142	0.583	9.757	0.145	1.032	0.3446	0
2001-01-09	0.017	4.977	4.428	0.074	4.402	7.423	0.157	1.006	0.1716	0
2001-01-10	0.01	1.911	1.089	0.02	1.086	6.071	0.123	1.003	0.1109	0
2001-01-11	0	0.621	3.377	0.009	3.403	8.891	0.083	0.992	0.0712	0
2001-01-12	0.031	0.354	5.768	0.003	5.812	10.3	0.068	0.992	0.0271	0
2001-01-13	0.699	8.536	40.24	0.211	40.1	49.31	0.112	1.004	0.2663	0
2001-01-14	0.87	25.8	23.61	0.69	19.61	65.52	0.284	1.204	0.5455	0
2001-01-15	0.618	39.12	13.27	0.698	11.03	70.74	0.446	1.203	0.7512	0
2001-01-16	0.5	41.96	12.77	0.586	10.94	41.58	0.376	1.167	0.7296	0
2001-01-17	0.768	39.19	34.49	0.547	30.13	52.1	0.323	1.145	0.846	0
2001-01-18	0.828	44.95	28.74	0.774	23.26	64.33	0.551	1.236	0.8404	0
2001-01-19	0.742	50.16	15.17	0.785	12.17	65.56	0.821	1.247	0.915	1
2001-01-20	0.589	48.37	11.05	0.714	9.216	44.64	0.715	1.199	0.9301	1
2001-01-21	0.462	38.92	7.773	0.564	6.735	28.12	0.498	1.154	0.8781	1
2001-01-22	0.338	29.68	7.493	0.435	6.734	22.68	0.365	1.113	0.8582	0
2001-01-23	0.261	22.16	4.945	0.318	4.549	18.02	0.301	1.087	0.701	0
2001-01-24	0.191	16.48	7.1	0.237	6.692	17.98	0.24	1.061	0.5601	0
2001-01-25	0.219	13.76	8.051	0.184	7.616	18.86	0.175	1.057	0.4269	0
2001-01-26	0.172	12.02	2.968	0.184	2.815	17.12	0.134	1.054	0.2698	0
2001-01-27	0.108	9.754	1.876	0.156	1.809	12.24	0.135	1.037	0.1886	0
2001-01-28	0.04	5.786	2.14	0.091	2.111	6.735	0.14	1.014	0.0584	0
2001-01-29	0	2.321	2.134	0.03	2.136	6.056	0.119	0.999	0.0459	0
2001-01-30	0.072	1.051	9.04	0.012	9.108	13.36	0.085	0.993	0.1258	0
2001-01-31	0.079	2.087	2.704	0.059	2.657	13.9	0.067	1.018	0.0388	0
2001-02-01	0.048	2.668	0.903	0.06	0.888	12.65	0.062	1.017	0.0389	0
2001-02-02	0.001	2.182	0.635	0.036	0.635	4.18	0.059	1	0.0087	0
2001-02-03	0	0.723	3.707	0.004	3.769	5.292	0.054	0.984	0.0151	0
2001-02-04	0	0.136	0.386	0.002	0.395	4.799	0.055	0.978	0.0305	0
2001-02-05	0	0.128	2.928	0.002	3.027	7.192	0.052	0.967	0.0104	0
2001-02-06	0	0.126	1.29	0.002	1.343	4.765	0.046	0.961	0.0047	0
2001-02-07	0	0.123	4.185	0.002	4.411	8.781	0.044	0.949	0.0062	0
2001-02-08	0.012	0.172	2.291	0.004	2.432	8.186	0.042	0.942	0.0066	0
2001-02-09	0	0.17	0.517	0.004	0.545	7.388	0.038	0.948	0.0063	0

first 40 / 9405 rows

bench_long_record output — signals_Kuala_Lumpur.csv

DATE	QD	VOL3	WET	QR	RAIN1	RAIN3	GLOFAS	SAT	P_LEARN	FLAG_QD_GE_CALIBRATED	FLAG_VOL3_GE_CALIBRATED	FLAG_WET_GE_CALIBRATED	FLAG_QR_GE_CALIBRATED	FLAG_RAIN1_GE_CALIBRATED	FLAG_RAIN3_GE_CALIBRATED	FLAG_GLOFAS_GE_CALIBRATED	FLAG_ROUTED_OR_GLOFAS_CALIBRATED
2001-01-01	0.281	27.08	0.486	0.484	0.33	33.46	0.272	1.473	0.0009	0	0	0	0	0	0	0	0
2001-01-02	0.151	21.12	2.518	0.305	2.01	20.62	0.208	1.253	0.019	0	0	0	0	0	0	0	0
2001-01-03	1.314	23.98	34.21	0.468	29.68	32.02	0.264	1.153	0.4332	1	0	1	0	1	0	0	0
2001-01-04	1.038	31.39	19.66	0.738	13.11	44.8	0.195	1.5	0.0914	1	0	0	1	0	0	0	1
2001-01-05	0.261	33.75	0.029	0.618	0.02	42.81	0.139	1.438	0.1437	0	0	0	0	0	0	0	0
2001-01-06	0.134	21.58	0.331	0.273	0.27	13.4	0.095	1.225	0.334	0	0	0	0	0	0	0	0
2001-01-07	0.16	10.75	4.723	0.145	4.29	4.58	0.09	1.101	0.0814	0	0	0	0	0	0	0	0
2001-01-08	0.182	7.376	2.495	0.11	2.28	6.84	0.094	1.094	0.0721	0	0	0	0	0	0	0	0
2001-01-09	0.699	10.35	14.01	0.196	13.28	19.85	0.128	1.055	0.073	0	0	0	0	0	0	0	0
2001-01-10	0.547	17.06	18.42	0.328	15.04	30.6	0.113	1.225	0.0716	0	0	0	0	0	0	0	0
2001-01-11	0.775	24.16	14.55	0.466	10.69	39.01	0.205	1.361	0.0572	0	0	0	0	0	0	0	0
2001-01-12	1.281	31.98	29.19	0.497	21.91	47.64	0.417	1.332	0.2398	1	0	1	0	1	1	1	1
2001-01-13	0.943	37.42	26.04	0.676	17.36	49.96	0.456	1.5	0.1575	0	1	1	1	0	1	1	1
2001-01-14	0.708	39.72	20.01	0.606	13.36	52.63	0.396	1.498	0.161	0	1	0	0	0	1	1	1
2001-01-15	0.669	35.15	10.36	0.508	6.95	37.67	0.333	1.491	0.2085	0	1	0	0	0	0	0	0
2001-01-16	0.317	26.54	5.3	0.444	3.92	24.23	0.247	1.352	0.2762	0	0	0	0	0	0	0	0
2001-01-17	0.292	19.43	4.955	0.257	3.97	14.84	0.629	1.248	0.3498	0	0	0	0	0	0	1	1
2001-01-18	0.113	12.71	1.833	0.203	1.55	9.44	0.425	1.183	0.2493	0	0	0	0	0	0	1	1
2001-01-19	0.064	8.455	1.591	0.118	1.44	6.96	0.281	1.105	0.2535	0	0	0	0	0	0	0	0
2001-01-20	0.347	8.413	11.21	0.125	10.66	13.65	0.268	1.052	0.2686	0	0	0	0	0	0	0	0
2001-01-21	0.542	11.83	8.015	0.296	6.7	18.8	0.35	1.196	0.072	0	0	0	0	0	0	0	0
2001-01-22	0.11	12.63	2.191	0.273	1.85	19.21	0.251	1.185	0.0813	0	0	0	0	0	0	0	0
2001-01-23	0.97	15.62	17.63	0.233	15.95	24.5	0.205	1.105	0.1976	0	0	0	0	0	0	0	0
2001-01-24	0.879	20.79	20.09	0.493	15.36	33.16	0.163	1.308	0.1049	0	0	0	0	0	0	0	0
2001-01-25	3.366	43.66	59.33	0.846	43.29	74.6	0.249	1.371	0.2845	1	1	1	1	1	1	0	1
2001-01-26	1.841	61.82	48.23	1.31	32.15	90.8	0.343	1.5	0.3676	1	1	1	1	1	1	0	1
2001-01-27	0.715	65.2	14.43	1.124	9.62	85.06	0.317	1.5	0.3825	0	1	0	1	0	1	0	1
2001-01-28	0.307	48.28	4.891	0.665	3.39	45.16	0.253	1.443	0.575	0	1	0	1	0	0	0	1
2001-01-29	0.397	29.82	8.69	0.382	6.78	19.79	0.397	1.282	0.5103	0	0	0	0	0	0	1	1
2001-01-30	0.31	21.35	7.634	0.302	6.11	16.28	0.301	1.249	0.2507	0	0	0	0	0	0	0	0
2001-01-31	0.172	16.57	0.614	0.253	0.5	13.39	0.177	1.228	0.2209	0	0	0	0	0	0	0	0
2001-02-01	0.073	11.17	0.101	0.176	0.09	6.7	0.113	1.123	0.2009	0	0	0	0	0	0	0	0
2001-02-02	0.024	6.05	1.966	0.088	1.89	2.48	0.337	1.04	0.0524	0	0	0	0	0	0	0	0
2001-02-03	0.126	3.825	2.714	0.049	2.66	4.64	0.5	1.02	0.1362	0	0	0	0	0	0	1	1
2001-02-04	0.056	2.876	3.719	0.049	3.65	8.2	0.262	1.019	0.0697	0	0	0	0	0	0	0	0
2001-02-05	0.155	4.747	6.505	0.092	6.29	12.6	0.18	1.034	0.0675	0	0	0	0	0	0	0	0
2001-02-06	0.819	13.29	22.58	0.299	20.65	30.59	0.398	1.093	0.2435	0	0	0	0	1	0	1	1
2001-02-07	0.542	18.98	5.613	0.446	4.05	30.99	0.242	1.386	0.0837	0	0	0	0	0	0	0	0
2001-02-08	0.244	19.95	4.32	0.346	3.47	28.17	0.278	1.245	0.2046	0	0	0	0	0	0	0	0
2001-02-09	0.65	16.47	12.28	0.237	10.56	18.08	0.284	1.163	0.138	0	0	0	0	0	0	0	0

first 40 / 9405 rows

bench_long_record output — signals_Labuan.csv

DATE	QD	VOL3	WET	QR	RAIN1	RAIN3	SAT	P_LEARN	FLAG_QD_GE_CALIBRATED	FLAG_VOL3_GE_CALIBRATED	FLAG_WET_GE_CALIBRATED	FLAG_QR_GE_CALIBRATED	FLAG_RAIN1_GE_CALIBRATED	FLAG_RAIN3_GE_CALIBRATED	FLAG_GLOFAS_GE_CALIBRATED	FLAG_ROUTED_OR_GLOFAS_CALIBRATED
2001-01-01	0.318	30.67	0.15	0.573	0.1	32.99	1.5	0.0002	0	0	0	0	0	0	1	1
2001-01-02	0.181	25.42	0	0.355	0	21.82	1.304	0.0009	0	0	0	0	0	0	1	1
2001-01-03	0.105	12.82	0.705	0.186	0.6	0.7	1.176	0.0043	0	0	0	0	0	0	1	1
2001-01-04	0.513	14	15.97	0.244	14.45	15.05	1.105	0.1646	0	0	0	0	0	0	1	1
2001-01-05	0.853	20.06	15.92	0.448	12.26	27.31	1.298	0.0294	1	0	0	0	0	0	1	1
2001-01-06	0.399	23.67	6.627	0.435	4.97	31.68	1.333	0.0239	0	0	0	0	0	0	1	1
2001-01-07	0.47	25.7	16.31	0.387	12.73	29.96	1.281	0.0518	0	0	0	0	0	0	1	1
2001-01-08	0.564	26.55	19.01	0.423	13.94	31.64	1.364	0.0523	0	0	0	0	0	0	1	1
2001-01-09	0.716	33.77	23.22	0.538	16.21	42.88	1.432	0.0534	0	0	1	0	1	1	1	1
2001-01-10	0.687	35.9	19.11	0.541	12.85	43	1.487	0.0401	0	0	0	0	0	1	1	1
2001-01-11	0.463	33.69	8.627	0.489	5.81	34.87	1.485	0.0406	0	0	0	0	0	0	1	1
2001-01-12	0.502	30.23	15.13	0.403	11.06	29.72	1.368	0.0715	0	0	0	0	0	0	1	1
2001-01-13	1.399	37.1	42.72	0.639	30.54	47.41	1.399	0.1303	1	1	1	1	1	1	1	1
2001-01-14	0.94	42.47	16.82	0.781	11.21	52.81	1.5	0.0936	1	1	0	1	0	1	1	1
2001-01-15	0.767	47.28	21.87	0.679	14.58	56.33	1.5	0.0984	1	1	1	1	0	1	1	1
2001-01-16	0.433	38.47	10.53	0.626	7.11	32.9	1.481	0.0601	0	1	0	1	0	0	1	1
2001-01-17	0.335	32.25	8.087	0.436	5.86	27.55	1.38	0.1051	0	0	0	0	0	0	1	1
2001-01-18	0.315	23.07	3.197	0.335	2.43	15.4	1.316	0.0847	0	0	0	0	0	0	1	1
2001-01-19	0.275	18.43	6.832	0.256	5.61	13.9	1.218	0.0681	0	0	0	0	0	0	1	1
2001-01-20	0.266	15.02	4.784	0.219	3.94	11.98	1.214	0.0439	0	0	0	0	0	0	1	1
2001-01-21	0.337	14.96	8.422	0.198	7.17	16.72	1.175	0.0411	0	0	0	0	0	0	1	1
2001-01-22	0.467	18.62	15.34	0.351	12.58	23.69	1.22	0.0632	0	0	0	0	0	0	1	1
2001-01-23	0.423	20.03	4.483	0.365	3.38	23.13	1.326	0.035	0	0	0	0	0	0	1	1
2001-01-24	0.325	21.31	10.36	0.273	8.41	24.37	1.232	0.0678	0	0	0	0	0	0	1	1
2001-01-25	0.5	18.53	8.841	0.265	6.97	18.76	1.268	0.0298	0	0	0	0	0	0	1	1
2001-01-26	0.554	20.38	10.35	0.346	8.08	23.46	1.281	0.0252	0	0	0	0	0	0	1	1
2001-01-27	0.713	21.72	13.91	0.337	10.92	25.97	1.274	0.0372	0	0	0	0	0	0	1	1
2001-01-28	0.848	26.54	18.05	0.467	13.39	32.39	1.348	0.0455	1	0	0	0	0	0	1	1
2001-01-29	0.614	29.12	15.67	0.466	11.24	35.55	1.394	0.0338	0	0	0	0	0	0	1	1
2001-01-30	0.418	30.47	13.73	0.427	9.91	34.54	1.385	0.0376	0	0	0	0	0	0	1	1
2001-01-31	0.807	32.47	24.74	0.49	17.92	39.07	1.38	0.0685	1	0	1	0	1	0	1	1
2001-02-01	0.677	37.3	27.07	0.625	18.05	45.88	1.5	0.0559	0	1	1	1	1	1	1	1
2001-02-02	0.707	38.42	11.19	0.628	7.46	43.43	1.5	0.0582	0	1	0	1	0	1	1	1
2001-02-03	0.333	31.9	2.976	0.481	2.12	27.63	1.404	0.1143	0	0	0	0	0	0	1	1
2001-02-04	0.422	23.37	7.593	0.304	6.01	15.59	1.263	0.0818	0	0	0	0	0	0	1	1
2001-02-05	0.243	17.27	3.135	0.268	2.52	10.65	1.244	0.0453	0	0	0	0	0	0	1	1
2001-02-06	0.134	14.04	2.93	0.196	2.49	11.02	1.177	0.059	0	0	0	0	0	0	1	1
2001-02-07	0.106	9.558	0.537	0.138	0.47	5.48	1.142	0.0235	0	0	0	0	0	0	1	1
2001-02-08	0.156	7.9	4.388	0.098	4.05	7.01	1.084	0.0302	0	0	0	0	0	0	1	1
2001-02-09	0.249	8.982	7.286	0.16	6.58	11.1	1.107	0.0288	0	0	0	0	0	0	1	1

first 40 / 9405 rows

bench_long_record output — signals_Melaka.csv

DATE	QD	VOL3	WET	QR	RAIN1	RAIN3	GLOFAS	SAT	P_LEARN	FLAG_QD_GE_CALIBRATED	FLAG_VOL3_GE_CALIBRATED	FLAG_WET_GE_CALIBRATED	FLAG_QR_GE_CALIBRATED	FLAG_RAIN1_GE_CALIBRATED	FLAG_RAIN3_GE_CALIBRATED	FLAG_GLOFAS_GE_CALIBRATED	FLAG_ROUTED_OR_GLOFAS_CALIBRATED
2001-01-01	0.322	33.57	1.137	0.583	0.758	41.06	0.325	1.5	0.0025	0	1	0	1	0	0	0	1
2001-01-02	0.179	25.01	1.028	0.357	0.791	21.44	0.313	1.3	0.0095	0	0	0	0	0	0	0	0
2001-01-03	1.312	23.94	30.13	0.429	25.96	27.5	0.33	1.161	0.4821	1	0	1	0	1	0	0	0
2001-01-04	0.748	26.68	9.806	0.62	6.537	33.28	0.33	1.5	0.0847	0	0	0	1	0	0	0	1
2001-01-05	0.203	26.98	0.043	0.466	0.032	32.52	0.346	1.34	0.2298	0	0	0	0	0	0	0	0
2001-01-06	0.103	15.83	1.006	0.206	0.858	7.427	0.34	1.172	0.283	0	0	0	0	0	0	0	0
2001-01-07	0.049	7.637	1.863	0.108	1.721	2.611	0.311	1.083	0.0456	0	0	0	0	0	0	0	0
2001-01-08	0.029	4.299	2.994	0.058	2.88	5.459	0.279	1.039	0.1309	0	0	0	0	0	0	0	0
2001-01-09	0.417	6.895	11.39	0.15	11	15.6	0.267	1.036	0.1026	0	0	0	0	0	0	0	0
2001-01-10	0.684	13.63	17.34	0.274	14.67	28.55	0.285	1.181	0.099	0	0	0	0	0	0	0	0
2001-01-11	1.087	25.07	22.01	0.547	16.39	42.06	0.303	1.343	0.1267	1	0	1	0	1	0	0	0
2001-01-12	0.463	27.29	9.027	0.535	6.499	37.56	0.3	1.389	0.1045	0	0	0	0	0	0	0	0
2001-01-13	0.532	27.16	12.14	0.336	9.283	32.17	0.285	1.307	0.1703	0	0	0	0	0	0	0	0
2001-01-14	1.376	30.94	39.47	0.476	30.4	46.18	0.304	1.298	0.3099	1	1	1	0	1	1	0	0
2001-01-15	1.133	42.39	33.27	0.878	22.18	61.86	0.309	1.5	0.1929	1	1	1	1	1	1	0	1
2001-01-16	0.784	48.93	18.97	0.839	12.65	65.23	0.293	1.5	0.2108	0	1	0	1	0	1	0	1
2001-01-17	0.583	43.82	13.05	0.649	8.74	43.57	0.325	1.494	0.2585	0	1	0	1	0	1	0	1
2001-01-18	0.243	31.23	3.162	0.483	2.279	23.67	0.405	1.388	0.303	0	1	0	0	0	0	0	0
2001-01-19	0.193	20.99	3.562	0.279	2.864	13.88	0.491	1.244	0.4725	0	0	0	0	0	0	1	1
2001-01-20	0.189	14.36	6.219	0.19	5.341	10.48	0.473	1.165	0.2717	0	0	0	0	0	0	1	1
2001-01-21	0.255	12.04	3.388	0.187	2.904	11.11	0.444	1.167	0.1947	0	0	0	0	0	0	1	1
2001-01-22	0.069	9.627	3.316	0.166	2.971	11.22	0.405	1.116	0.1703	0	0	0	0	0	0	0	0
2001-01-23	0.256	8.576	6.737	0.115	6.181	12.06	0.376	1.09	0.144	0	0	0	0	0	0	0	0
2001-01-24	0.349	10.79	11.12	0.223	9.852	19	0.349	1.128	0.1253	0	0	0	0	0	0	0	0
2001-01-25	0.75	19.9	23.24	0.383	19.27	35.3	0.314	1.206	0.2396	0	0	1	0	1	0	0	0
2001-01-26	1.037	29.5	23.79	0.581	16.86	45.98	0.301	1.411	0.1073	1	0	1	1	1	1	0	1
2001-01-27	0.436	30.98	7.176	0.551	5.018	41.15	0.314	1.43	0.0912	0	1	0	0	0	0	0	0
2001-01-28	0.189	24.09	2.722	0.334	2.107	23.98	0.325	1.292	0.2645	0	0	0	0	0	0	0	0
2001-01-29	0.241	15.1	6.605	0.185	5.61	12.73	0.32	1.177	0.1408	0	0	0	0	0	0	0	0
2001-01-30	0.179	11.42	5.118	0.172	4.371	12.09	0.297	1.171	0.1094	0	0	0	0	0	0	0	0
2001-01-31	0.112	9.571	0.774	0.156	0.673	10.65	0.297	1.149	0.0967	0	0	0	0	0	0	0	0
2001-02-01	0.049	6.601	0.031	0.103	0.028	5.073	0.296	1.082	0.0789	0	0	0	0	0	0	0	0
2001-02-02	0.011	3.304	1.52	0.048	1.492	2.193	0.266	1.019	0.0226	0	0	0	0	0	0	0	0
2001-02-03	0.095	1.837	1.617	0.025	1.62	3.14	0.301	0.998	0.0329	0	0	0	0	0	0	0	0
2001-02-04	0.294	2.415	6.086	0.041	6.119	9.23	0.301	0.995	0.0318	0	0	0	0	0	0	0	0
2001-02-05	0.266	5.086	5.778	0.128	5.423	13.16	0.292	1.065	0.0267	0	0	0	0	0	0	0	0
2001-02-06	1.581	21.87	42.55	0.457	39.01	50.55	0.267	1.091	0.3947	1	0	1	0	1	1	0	0
2001-02-07	1.272	35.75	19.31	0.962	12.88	57.3	0.263	1.5	0.1405	1	1	0	1	0	1	0	1
2001-02-08	0.278	39.26	1.455	0.791	0.992	52.87	0.252	1.468	0.1741	0	1	0	1	0	1	0	1
2001-02-09	1.355	34.39	24.56	0.461	19.56	33.43	0.24	1.256	0.3658	1	1	1	0	1	0	0	0

first 40 / 9405 rows

bench_long_record output — signals_Negeri_Sembilan.csv

DATE	QD	VOL3	WET	QR	RAIN1	RAIN3	GLOFAS	SAT	P_LEARN	FLAG_QD_GE_CALIBRATED	FLAG_VOL3_GE_CALIBRATED	FLAG_WET_GE_CALIBRATED	FLAG_QR_GE_CALIBRATED	FLAG_RAIN1_GE_CALIBRATED	FLAG_RAIN3_GE_CALIBRATED	FLAG_GLOFAS_GE_CALIBRATED	FLAG_ROUTED_OR_GLOFAS_CALIBRATED
2001-01-01	0.429	25.48	1.249	0.424	1.002	38.51	0.332	1.246	0.016	0	0	0	0	0	0	0	0
2001-01-02	0.237	22.43	1.312	0.369	1.155	21.14	0.338	1.136	0.0326	0	0	0	0	0	0	0	0
2001-01-03	0.499	19.57	28.76	0.24	27.07	29.23	0.305	1.062	0.7642	1	0	1	0	1	0	0	0
2001-01-04	0.555	22.42	10.92	0.457	8.78	37.01	0.321	1.244	0.4632	1	0	0	1	0	0	0	1
2001-01-05	0.327	23.89	0.03	0.455	0.025	35.88	0.287	1.187	0.5653	0	0	0	1	0	0	0	1
2001-01-06	0.145	18.57	0.525	0.278	0.485	9.29	0.239	1.083	0.4549	0	0	0	0	0	0	0	0
2001-01-07	0.037	8.22	2.798	0.117	2.74	3.25	0.197	1.021	0.1294	0	0	0	0	0	0	0	0
2001-01-08	0.014	2.722	2.56	0.03	2.558	5.782	0.179	1.001	0.2616	0	0	0	0	0	0	0	0
2001-01-09	0.133	2.141	11.93	0.039	12.07	17.37	0.155	0.988	0.2313	0	0	0	0	0	0	0	0
2001-01-10	0.296	5.862	14.94	0.145	14.08	28.71	0.18	1.061	0.0944	0	0	0	0	0	0	0	0
2001-01-11	0.474	14.79	16.32	0.347	14.39	40.54	0.171	1.134	0.1908	0	0	0	0	0	0	0	0
2001-01-12	0.393	20.81	14.99	0.356	12.89	41.36	0.249	1.162	0.2668	0	0	0	0	0	0	0	0
2001-01-13	0.48	25.95	16.5	0.378	14.04	41.32	0.258	1.176	0.3266	0	0	0	0	0	0	0	0
2001-01-14	0.627	27.03	28.48	0.386	23.94	50.88	0.346	1.19	0.5289	1	1	1	0	1	1	0	0
2001-01-15	0.631	32.72	16.59	0.552	12.71	50.69	0.382	1.306	0.51	1	1	0	1	0	1	0	1
2001-01-16	0.485	33.69	10.24	0.552	8.12	44.77	0.351	1.261	0.5941	0	1	0	1	0	1	0	1
2001-01-17	0.448	33.03	13.7	0.453	11.4	32.23	0.506	1.202	0.623	0	1	0	1	0	0	1	1
2001-01-18	0.334	26.22	3.416	0.399	2.87	22.39	0.68	1.19	0.6926	0	1	0	0	0	0	1	1
2001-01-19	0.2	19.93	3.877	0.3	3.48	17.75	0.602	1.114	0.8147	0	0	0	0	0	0	1	1
2001-01-20	0.192	14.03	9.347	0.187	8.742	15.09	0.52	1.069	0.7443	0	0	0	0	0	0	1	1
2001-01-21	0.239	11.99	5.178	0.188	4.728	16.95	0.458	1.095	0.6122	0	0	0	0	0	0	1	1
2001-01-22	0.125	10.26	3.873	0.187	3.615	17.09	0.413	1.071	0.432	0	0	0	0	0	0	1	1
2001-01-23	0.183	9.528	11.22	0.11	10.79	19.14	0.402	1.04	0.423	0	0	0	0	0	0	0	0
2001-01-24	0.317	11.06	12.98	0.227	11.93	26.34	0.344	1.088	0.2973	0	0	0	0	0	0	0	0
2001-01-25	0.6	18.9	33.82	0.344	30.26	52.98	0.302	1.118	0.5909	1	0	1	0	1	1	0	0
2001-01-26	0.842	32.87	30.25	0.668	23.25	65.44	0.307	1.301	0.4796	1	1	1	1	1	1	0	1
2001-01-27	0.595	39.21	8.763	0.68	6.627	60.13	0.302	1.322	0.4727	1	1	0	1	0	1	0	1
2001-01-28	0.376	36.25	2.847	0.554	2.342	32.22	0.284	1.215	0.687	0	1	0	1	0	0	0	1
2001-01-29	0.207	23.91	6.608	0.34	5.907	14.88	0.247	1.119	0.4527	0	0	0	0	0	0	0	0
2001-01-30	0.172	15.38	6.307	0.203	5.785	14.04	0.258	1.09	0.4286	0	0	0	0	0	0	0	0
2001-01-31	0.141	10.82	0.757	0.163	0.703	12.39	0.258	1.078	0.4261	0	0	0	0	0	0	0	0
2001-02-01	0.067	7.097	0.06	0.122	0.057	6.545	0.22	1.038	0.2829	0	0	0	0	0	0	0	0
2001-02-02	0	3.365	1.667	0.048	1.677	2.437	0.202	0.994	0.0582	0	0	0	0	0	0	0	0
2001-02-03	0.006	0.822	1.863	0.004	1.925	3.66	0.296	0.968	0.095	0	0	0	0	0	0	0	0
2001-02-04	0.008	0.109	5.081	0.002	5.297	8.9	0.422	0.959	0.1355	0	0	0	0	0	0	1	1
2001-02-05	0.017	0.211	5.524	0.006	5.708	12.93	0.353	0.968	0.0327	0	0	0	0	0	0	0	0
2001-02-06	0.54	5.316	31.74	0.116	32	43	0.296	0.992	0.3029	1	0	1	0	1	0	0	0
2001-02-07	0.573	16.31	9.821	0.459	7.805	45.51	0.332	1.258	0.3087	1	0	0	1	0	1	0	1
2001-02-08	0.322	22.01	2.141	0.459	1.808	41.61	0.29	1.185	0.4958	0	0	0	1	0	0	0	1
2001-02-09	0.365	22.87	15.07	0.283	13.78	23.39	0.318	1.094	0.4288	0	0	0	0	0	0	0	0

first 40 / 9405 rows

bench_long_record output — signals_Pahang.csv

DATE	QD	VOL3	WET	QR	RAIN1	RAIN3	GLOFAS	SAT	P_LEARN	FLAG_GLOFAS_GE_2-YR_A_PRIORI	FLAG_GLOFAS_GE_CALIBRATED	FLAG_ROUTED_OR_GLOFAS_A_PRIORI	FLAG_ROUTED_OR_GLOFAS_CALIBRATED	FLAG_LEARNING_LAYER_LOGISTIC_TRAINED_2001-2019	FLAG_LEARNING_LAYER_WATCH_POINT_POD_GE_0.50_ON_2001-2019	FLAG_LEARNING_LAYER_OR_GLOFAS
2001-01-01	0.425	26.92	4.613	0.424	4.024	37.78	0.308	1.146	0.1259	0	0	0	0	0	0	0
2001-01-02	0.288	24.41	4.085	0.377	3.726	24.7	0.314	1.096	0.1718	0	0	0	0	0	0	0
2001-01-03	0.409	21.1	19.19	0.26	18.04	25.79	0.289	1.064	0.6483	0	0	0	0	0	0	0
2001-01-04	0.443	21.91	10.56	0.383	9.412	31.18	0.264	1.122	0.5476	0	0	0	0	0	0	0
2001-01-05	0.303	21.85	0.156	0.383	0.141	27.59	0.243	1.104	0.5277	0	0	0	0	0	0	0
2001-01-06	0.164	17.61	2.215	0.266	2.096	11.65	0.208	1.057	0.3911	0	0	0	0	0	0	0
2001-01-07	0.077	9.899	3.214	0.14	3.132	5.37	0.176	1.026	0.1326	0	0	0	0	0	0	0
2001-01-08	0.045	5.051	2.204	0.07	2.17	7.399	0.156	1.016	0.1951	0	0	0	0	0	0	0
2001-01-09	0.085	3.257	8.443	0.039	8.395	13.7	0.14	1.006	0.2166	0	0	0	0	0	0	0
2001-01-10	0.124	3.544	6.268	0.067	6.132	16.7	0.12	1.022	0.0651	0	0	0	0	0	0	0
2001-01-11	0.226	7.124	9.862	0.16	9.563	24.09	0.099	1.031	0.0857	0	0	0	0	0	0	0
2001-01-12	0.218	10.22	9.67	0.169	9.218	24.91	0.088	1.049	0.1013	0	0	0	0	0	0	0
2001-01-13	0.44	16.99	22.88	0.302	21.56	40.34	0.103	1.061	0.3184	0	0	0	0	0	0	0
2001-01-14	0.515	24.09	21.64	0.449	19.16	49.94	0.148	1.129	0.3572	0	0	0	0	0	0	0
2001-01-15	0.534	32.35	18.87	0.507	16.24	56.96	0.18	1.162	0.4069	0	0	0	0	0	0	0
2001-01-16	0.611	37.4	22.87	0.549	19.55	54.95	0.276	1.17	0.5765	0	0	0	0	0	0	0
2001-01-17	1.106	48.89	55.62	0.839	46.67	82.47	1.416	1.192	0.9881	1	1	1	1	1	1	1
2001-01-18	1.016	58.37	18.66	0.996	13.97	80.19	1.925	1.336	0.9911	1	1	1	1	1	1	1
2001-01-19	0.786	61.85	14.39	0.949	11.4	72.04	1.699	1.263	0.995	1	1	1	1	1	1	1
2001-01-20	0.617	53.06	15.76	0.751	13.08	38.45	1.365	1.205	0.9864	1	1	1	1	1	1	1
2001-01-21	0.552	42.65	6.713	0.611	5.694	30.17	1.114	1.179	0.9788	1	1	1	1	0	1	1
2001-01-22	0.375	34.05	11.91	0.509	10.58	29.35	0.933	1.126	0.9806	0	1	0	1	0	1	0
2001-01-23	0.35	27.82	11.11	0.367	9.964	26.23	0.816	1.115	0.9389	0	0	0	0	0	1	0
2001-01-24	0.382	24.16	8.455	0.342	7.637	28.18	0.717	1.107	0.8897	0	0	0	0	0	1	0
2001-01-25	0.501	24.67	24.12	0.333	22.2	39.8	0.623	1.087	0.8769	0	0	0	0	0	1	0
2001-01-26	0.563	28.45	14.61	0.487	12.67	42.51	0.59	1.153	0.8131	0	0	0	0	0	0	0
2001-01-27	0.412	29.05	4.591	0.487	4.04	38.91	0.545	1.136	0.7986	0	0	0	0	0	0	0
2001-01-28	0.269	25.12	2.573	0.378	2.355	19.07	0.497	1.093	0.7203	0	0	0	0	0	0	0
2001-01-29	0.153	16.52	5.991	0.239	5.692	12.09	0.422	1.053	0.4556	0	0	0	0	0	0	0
2001-01-30	0.224	12.26	11.53	0.152	11.09	19.14	0.365	1.039	0.7656	0	0	0	0	0	0	0
2001-01-31	0.25	12.05	4.142	0.207	3.88	20.66	0.382	1.068	0.4625	0	0	0	0	0	0	0
2001-02-01	0.158	11.59	0.288	0.205	0.273	15.24	0.349	1.054	0.3538	0	0	0	0	0	0	0
2001-02-02	0.062	8.282	1.274	0.131	1.247	5.4	0.296	1.021	0.142	0	0	0	0	0	0	0
2001-02-03	0.009	3.594	2.663	0.048	2.654	4.175	0.265	1.003	0.1122	0	0	0	0	0	0	0
2001-02-04	0.001	0.986	2.673	0.009	2.672	6.573	0.233	1	0.1383	0	0	0	0	0	0	0
2001-02-05	0	0.172	5.17	0.002	5.189	10.52	0.213	0.996	0.0686	0	0	0	0	0	0	0
2001-02-06	0.243	2.615	16.34	0.061	16.36	24.23	0.198	0.998	0.0797	0	0	0	0	0	0	0
2001-02-07	0.245	7.46	4.313	0.205	4.023	25.58	0.187	1.072	0.1677	0	0	0	0	0	0	0
2001-02-08	0.149	10.37	2.773	0.204	2.638	23.03	0.184	1.051	0.2404	0	0	0	0	0	0	0
2001-02-09	0.098	9.765	5.549	0.136	5.383	12.04	0.174	1.031	0.0713	0	0	0	0	0	0	0

first 40 / 9405 rows

bench_long_record output — signals_Perak.csv

DATE	QD	VOL3	WET	QR	RAIN1	RAIN3	GLOFAS	SAT	P_LEARN	FLAG_GLOFAS_GE_CALIBRATED	FLAG_ROUTED_OR_GLOFAS_CALIBRATED
2001-01-01	0.579	38.38	1.395	0.599	1.047	42	0.446	1.332	0.0292	0	0
2001-01-02	0.328	32.73	8.938	0.508	7.524	28.91	0.465	1.188	0.4623	0	0
2001-01-03	0.43	26.73	18.56	0.336	16.02	24.6	0.558	1.158	0.7981	0	0
2001-01-04	0.478	26.36	16.66	0.433	13.74	37.28	0.695	1.213	0.7606	0	0
2001-01-05	0.389	26.51	1.278	0.435	1.051	30.81	0.641	1.216	0.6726	0	0
2001-01-06	0.204	21.85	5.027	0.339	4.5	19.29	0.503	1.117	0.7912	0	0
2001-01-07	0.162	14.32	3.392	0.187	3.144	8.695	0.419	1.079	0.4502	0	0
2001-01-08	0.085	8.441	0.967	0.139	0.922	8.565	0.385	1.049	0.4669	0	0
2001-01-09	0.073	5.633	6.898	0.073	6.81	10.88	0.35	1.013	0.4701	0	0
2001-01-10	0.077	3.941	3.567	0.064	3.451	11.18	0.279	1.034	0.2603	0	0
2001-01-11	0.075	4.152	5.729	0.062	5.607	15.87	0.219	1.022	0.1119	0	0
2001-01-12	0.162	5.825	9.551	0.098	9.213	18.27	0.358	1.037	0.1473	0	0
2001-01-13	0.507	12.61	28.26	0.266	26.17	40.99	0.562	1.08	0.599	0	0
2001-01-14	0.603	23.08	16.1	0.496	12.83	48.21	0.591	1.255	0.5712	0	0
2001-01-15	0.428	29.45	9.981	0.497	8.099	47.09	0.51	1.232	0.6753	0	0
2001-01-16	0.342	28.26	6.199	0.402	5.213	26.14	0.43	1.189	0.6167	0	0
2001-01-17	0.339	22.88	14.6	0.314	12.89	26.2	0.467	1.133	0.6101	0	0
2001-01-18	0.366	22.28	13.98	0.347	11.93	30.03	0.871	1.173	0.7915	1	1
2001-01-19	0.326	22.45	8.536	0.351	7.229	32.04	0.859	1.181	0.6956	1	1
2001-01-20	0.291	22.28	11.45	0.313	9.963	29.12	0.716	1.149	0.7375	0	0
2001-01-21	0.309	20.34	8.881	0.287	7.702	24.89	0.632	1.153	0.6602	0	0
2001-01-22	0.237	17.84	4.145	0.282	3.668	21.33	0.598	1.13	0.6237	0	0
2001-01-23	0.157	14.7	6.985	0.214	6.446	17.82	0.532	1.084	0.5609	0	0
2001-01-24	0.189	12.02	8.428	0.161	7.816	17.93	0.424	1.078	0.5138	0	0
2001-01-25	0.317	13.12	16.91	0.209	15.59	29.85	0.341	1.085	0.5096	0	0
2001-01-26	0.326	16.55	8.433	0.292	7.274	30.68	0.796	1.159	0.6217	0	0
2001-01-27	0.236	17.49	5.083	0.289	4.503	27.36	0.904	1.129	0.7336	1	1
2001-01-28	0.159	14.79	3.902	0.22	3.582	15.36	0.706	1.089	0.5912	0	0
2001-01-29	0.109	10.06	3.526	0.144	3.342	11.43	0.52	1.055	0.5066	0	0
2001-01-30	0.14	7.282	9.019	0.095	8.723	15.65	0.363	1.034	0.6617	0	0
2001-01-31	0.128	6.665	1.819	0.115	1.703	13.77	0.26	1.068	0.3365	0	0
2001-02-01	0.065	5.33	0.466	0.11	0.449	10.88	0.184	1.037	0.2042	0	0
2001-02-02	0	3.268	0.77	0.047	0.773	2.926	0.196	0.997	0.0331	0	0
2001-02-03	0.006	0.858	4.548	0.004	4.691	5.913	0.504	0.97	0.1912	0	0
2001-02-04	0.006	0.191	1.314	0.004	1.338	6.802	0.598	0.982	0.1957	0	0
2001-02-05	0	0.187	2.736	0.004	2.831	8.86	0.403	0.966	0.0613	0	0
2001-02-06	0	0.177	2.359	0.002	2.478	6.647	0.252	0.952	0.0216	0	0
2001-02-07	0.024	0.177	4.294	0.002	4.551	9.86	0.242	0.943	0.0197	0	0
2001-02-08	0.025	0.324	4.221	0.009	4.452	11.48	0.217	0.948	0.0119	0	0
2001-02-09	0	0.322	1.525	0.009	1.583	10.59	0.301	0.964	0.0125	0	0

first 40 / 9405 rows

+9 more tables (in the file list below)

Files

FILE	DESCRIPTION	BYTES	SHA256
04_manset_26yil/bench/scores_by_state.csv	bench_long_record output	104652	6ab685b5686d…
04_manset_26yil/bench/scores_national.csv	bench_long_record output	7210	a4078e727609…
04_manset_26yil/bench/signals_Johor.csv	bench_long_record output	1000961	789d535f20e4…
04_manset_26yil/bench/signals_Kedah.csv	bench_long_record output	995593	547c8438bb0d…
04_manset_26yil/bench/signals_Kelantan.csv	bench_long_record output	993259	9af43aaf7939…
04_manset_26yil/bench/signals_Kuala_Lumpur.csv	bench_long_record output	979868	12717483cf31…
04_manset_26yil/bench/signals_Labuan.csv	bench_long_record output	968021	26c927ad2924…
04_manset_26yil/bench/signals_Melaka.csv	bench_long_record output	999858	60220ded1c16…
04_manset_26yil/bench/signals_Negeri_Sembilan.csv	bench_long_record output	992745	88233e1eee55…
04_manset_26yil/bench/signals_Pahang.csv	bench_long_record output	998864	b26d79a95b42…
04_manset_26yil/bench/signals_Perak.csv	bench_long_record output	997860	b6dd110d4814…
04_manset_26yil/bench/signals_Perlis.csv	bench_long_record output	988114	840432145d88…
04_manset_26yil/bench/signals_Pulau_Pinang.csv	bench_long_record output	1000178	efa1a174bac5…
04_manset_26yil/bench/signals_Putrajaya.csv	bench_long_record output	980406	ec527ecf4ce8…
04_manset_26yil/bench/signals_Sabah.csv	bench_long_record output	1001401	3a8628617250…
04_manset_26yil/bench/signals_Sarawak.csv	bench_long_record output	1006956	5092bc7085db…
04_manset_26yil/bench/signals_Selangor.csv	bench_long_record output	1003168	791b4ba7b194…
04_manset_26yil/bench/signals_Terengganu.csv	bench_long_record output	996983	2449f94ae63f…
04_manset_26yil/bench/skill_by_state.csv	bench_long_record output	7989	8377ffbb7b4b…
04_manset_26yil/bench/summary.json	(written by the section, not saved separately)	22438	79079d40534d…
04_manset_26yil/bench_long_record.log	betik ciktisi: bench_long_record.py	4323	075e1734adcd…
04_manset_26yil/bench_summary.json	bench_long_record summary.json (tam)	22438	79079d40534d…
04_manset_26yil/csi_tutulan.png	held-out period CSI, with Wilson 95% intervals	37275	f38ebe74bb67…
04_manset_26yil/manset_26yil.csv	national event table: POD / FAR / CSI + Wilson 95% (fit and held-out)	888	c388c1318bb5…
04_manset_26yil/manset_26yil.json	national event table: POD / FAR / CSI + Wilson 95% (fit and held-out) (JSON)	1965	4fff0a2a80a0…
04_manset_26yil/summary.json	section summary (status, numbers)	722	b1b909789fc5…

4b · skill_v2 (etiket v2, OOF secim, blok-bootstrap)done

04b_skill_v2 · started 2026-11-05T06:09:44+03:00 · 229.2 s

Numbers

chosen

V1_lr_base_v2

dCSI_vs_34

value	-0.006
lo	-0.0371
hi	0.0223

verdict

NO significant gain (interval includes zero or is unfavourable)

chosen_CSI

value	0.1726
lo	0.0782
hi	0.2733

labels_v2

2026-11-05/state/MY/truth_v2/truth_region_day_2001_2026.csv

n_boot

1000

Charts

held-out CSI and 95% interval per variant — skill_v2_csi.png

Tables

etiket v2: truth_catalogue_2001_2026.csv — etiket_v2_truth_catalogue_2001_2026.csv

SOURCE	REF	CONF	REGION	START	END	ALERT	NOTE
GDACS	GDACS FL 1688	A	Terengganu	2001-01-16	2001-01-21	GREEN	Flood in Malaysia; Magnitude 5.02; centroid 5.39,102.63
GDACS	GDACS FL 1701	B	Selangor	2001-03-08	2001-03-11	GREEN	Flood in Malaysia; Magnitude 2.87; centroid 3.47,101.59
GDACS	GDACS FL 1716	B	Selangor	2001-04-26	2001-04-29	GREEN	Flood in Malaysia; Magnitude 2.93; centroid 3.15,101.72
GDACS	GDACS FL 1821	A	Pahang	2001-11-05	2001-11-12	GREEN	Flood in Malaysia; Magnitude 4.76; centroid 4.11,102.09
GDACS	GDACS FL 1832	A	Sabah	2001-12-04	2001-12-07	GREEN	Flood in Malaysia; Magnitude 3.47; centroid 5.42,115.88
GDACS	GDACS FL 1842	A	Terengganu	2001-12-16	2001-12-19	GREEN	Flood in Malaysia; Magnitude 4.84; centroid 5.39,102.63
GDACS	GDACS FL 1844	A	Terengganu	2001-12-22	2002-01-03	GREEN	Flood in Malaysia; Magnitude 5.47; centroid 4.66,103.13
GDACS	GDACS FL 2098	A	Johor	2002-11-19	2002-11-26	GREEN	Flood in Malaysia; Magnitude 3.99; centroid 2.41,102.69
GDACS	GDACS FL 2112	A	Negeri Sembilan	2002-12-27	2002-12-29	GREEN	Flood in Malaysia; Magnitude 3.43; centroid 2.59,101.91
GDACS	GDACS FL 2125	A	Sarawak	2003-01-12	2003-01-15	GREEN	Flood in Malaysia; Magnitude 4.76; centroid 2.25,111.88
GDACS	GDACS FL 2134	A	Johor	2003-01-20	2003-02-10	GREEN	Flood in Malaysia; Magnitude 4.82; centroid 2.47,102.89
GDACS	GDACS FL 2151	A	Sarawak	2003-02-04	2003-02-07	GREEN	Flood in Malaysia; Magnitude 4.39; centroid 1.31,110.42
GDACS	GDACS FL 2364	A	Perlis	2003-10-03	2003-10-25	GREEN	Flood in Malaysia; Magnitude 6.00; centroid 6.65,100.10; nearest region 0.07°
GDACS	GDACS FL 2401	A	Terengganu	2003-11-30	2003-12-18	GREEN	Flood in Malaysia; Magnitude 5.63; centroid 4.82,103.22
GDACS	GDACS FL 2406	A	Sabah	2003-12-17	2004-01-10	GREEN	Flood in Malaysia; Magnitude 5.73; centroid 5.42,117.98
GDACS	GDACS FL 2422	A	Johor	2004-01-24	2004-02-03	GREEN	Flood in Malaysia; Magnitude 5.55; centroid 1.63,103.74
GDACS	GDACS FL 2600	A	Perak	2004-12-10	2004-12-18	GREEN	Flood in Malaysia; Magnitude 5.89; centroid 6.27,101.59; nearest region 0.34°
GDACS	GDACS FL 2695	A	Sabah	2005-07-17	2005-07-19	GREEN	Flood in Malaysia; Magnitude 3.95; centroid 6.05,116.22
GDACS	GDACS FL 2798	B	Pahang	2006-02-10	2006-02-13	GREEN	Flood in Malaysia; Magnitude 5.89; centroid 4.33,102.54
GDACS	GDACS FL 2811	B	Selangor	2006-02-26	2006-03-01	GREEN	Flood in Malaysia; Magnitude 3.07; centroid 3.12,101.65
GDACS	GDACS FL 2850	B	Kelantan	2006-04-20	2006-04-23	GREEN	Flood in Malaysia; Magnitude 4.01; centroid 5.27,102.15
GDACS	GDACS FL 2980	B	Kedah	2006-10-20	2006-10-23	GREEN	Flood in Malaysia; Magnitude 5.33; centroid 5.77,100.51
GDACS	GDACS FL 3005	B	Johor	2006-12-19	2006-12-22	ORANGE	Flood in Malaysia; Magnitude 5.93; centroid 1.87,103.22
GDACS	GDACS FL 3012	B	Sabah	2007-01-04	2007-01-07	GREEN	Flood in Malaysia; Magnitude 6.07; centroid 4.97,115.91
GDACS	GDACS FL 3017	B	Johor	2007-01-11	2007-01-14	ORANGE	Flood in Malaysia; Magnitude 5.94; centroid 2.19,103.37
GDACS	GDACS FL 3238	B	Pahang	2007-12-07	2007-12-10	GREEN	Flood in Malaysia; Magnitude 6.26; centroid 3.89,102.93
GDACS	GDACS FL 3281	B	Sarawak	2008-03-05	2008-03-08	GREEN	Flood in Malaysia; Magnitude 5.56; centroid 4.58,114.98
GDACS	GDACS FL 3375	B	Pahang	2008-09-05	2008-09-08	ORANGE	Flood in Malaysia; Magnitude 5.76; centroid 4.08,102.12
GDACS	GDACS FL 3418	national-only	(national)	2008-12-01	2008-12-04	GREEN	Flood in Malaysia; Magnitude 4.64; centroid 41.83,13.16; 93.45° from every polygon
GDACS	GDACS FL 3430	national-only	(national)	2008-12-29	2009-01-01	GREEN	Flood in Malaysia; Magnitude 5.89; centroid 42.84,-123.77; 226.36° from every polygon
GDACS	GDACS FL 3444	national-only	(national)	2009-02-02	2009-02-05	GREEN	Flood in Malaysia; Magnitude 4.97; centroid 9.90,122.97; 5.84° from every polygon
GDACS	GDACS FL 3464	national-only	(national)	2009-03-17	2009-03-20	GREEN	Flood in Malaysia; Magnitude 5.08; centroid 48.25,-97.03; 201.07° from every polygon
GDACS	GDACS FL 3570	B	Kedah	2009-11-10	2009-11-13	GREEN	Flood in Malaysia; Magnitude 5.01; centroid 5.74,100.96
GDACS	GDACS FL 3578	B	Kelantan	2009-11-21	2009-11-24	GREEN	Flood in Malaysia; Magnitude 5.42; centroid 4.99,102.36
GDACS	GDACS FL 3743	B	Kelantan	2010-11-01	2010-11-04	GREEN	Flood in Malaysia; Magnitude 5.35; centroid 5.62,101.92
GDACS	GDACS FL 3774	national-only	(national)	2011-01-28	2011-01-31	GREEN	Flood in Malaysia; Magnitude 5.57; centroid -4.05,104.67; 5.41° from every polygon
GDACS	GDACS FL 3780	B	Johor	2011-02-01	2011-02-04	GREEN	Flood in Malaysia; Magnitude 5.77; centroid 2.65,102.77
GDACS	GDACS FL 3794	A	Perak	2011-03-24	2011-03-25	GREEN	Flood in Malaysia; Magnitude 4.34; centroid 4.86,101.21
GDACS	GDACS FL 3797	A	Kedah	2011-03-31	2011-04-01	GREEN	Flood in Malaysia; Magnitude 4.80; centroid 6.08,100.48
GDACS	GDACS FL 3885	A	Johor	2011-12-17	2011-12-22	GREEN	Flood in Malaysia; Magnitude 5.08; centroid 2.56,103.01

first 40 / 284 rows

variants: held-out CSI (block bootstrap 95%), POD, FAR, BSS, difference vs 3.4, OOF selection score — skill_v2_tablo.csv

VARIANT	CSI_95	CSI	CSI_LO	CSI_HI	POD	FAR	BSS	DCSI_VS_34	OOF_CSI
B0_lr_base_v1	0.184 [0.094-0.289]	0.1838	0.094	0.2887	0.291	0.654	0.041	+0.005 [-0.019,+0.029]	0.0748
V1_lr_base_v2 ← SECILEN	0.173 [0.078-0.273]	0.1726	0.0782	0.2733	0.248	0.622	0.043	-0.006 [-0.037,+0.022]	0.102
V2_lr_rich_v1	0.121 [0.069-0.183]	0.1207	0.0686	0.1835	0.359	0.837	0.02	-0.058 [-0.115,+0.001]	0.0523
V3_lr_rich_v2	0.187 [0.111-0.273]	0.1872	0.1111	0.2731	0.35	0.703	0.047	+0.009 [-0.036,+0.054]	0.0788
V4_lrC005_rich_v2	0.192 [0.115-0.276]	0.1921	0.1149	0.2762	0.333	0.672	0.046	+0.013 [-0.026,+0.056]	0.0773
V5_lr_rich_clim_v2	0.198 [0.115-0.288]	0.198	0.115	0.2885	0.342	0.675	0.043	+0.019 [-0.018,+0.060]	0.0837
V6_hgb_rich_v2	0.081 [0.039-0.120]	0.0814	0.0392	0.1202	0.12	0.786	0.011	-0.097 [-0.220,+0.003]	0.0526
V7_hgbshallow_rich_v2	0.174 [0.121-0.223]	0.1737	0.1212	0.2229	0.248	0.602	0.033	-0.005 [-0.092,+0.078]	0.0813
V8_lgbm_rich_v2	0.153 [0.100-0.219]	0.1531	0.1004	0.2194	0.419	0.796	0.021	-0.025 [-0.092,+0.042]	0.0478
V9_xgb_rich_v2	0.165 [0.112-0.226]	0.1654	0.1119	0.2264	0.367	0.745	0.019	-0.013 [-0.084,+0.059]	0.06
V10_hgb_rich_clim_v2	0.151 [0.103-0.197]	0.1508	0.1028	0.1965	0.256	0.701	0.013	-0.028 [-0.108,+0.047]	0.0514
V11_hgb_rich_v1	0.095 [0.059-0.140]	0.0952	0.0593	0.1398	0.274	0.849	-0.008	-0.083 [-0.175,+0.007]	0.0403
REF_3.4_learning_layer	0.179 [0.082-0.286]	0.1786	0.0823	0.2858	0.256	0.622	0.007	-
REF_glofas_ge_2yr	0.137 [0.072-0.219]	0.1372	0.0717	0.2193	0.325	0.8		-0.041 [-0.100,+0.014]
REF_3.4_learning_layer__tol1	0.184 [0.087-0.293]	0.1845	0.0872	0.2932	0.265	0.622		+0.006 [+0.000,+0.019]
V1_lr_base_v2__tol1	0.173 [0.078-0.273]	0.1726	0.0782	0.2733	0.248	0.622		-0.006 [-0.037,+0.022]

Files

FILE	DESCRIPTION	BYTES	SHA256
04b_skill_v2/bench_skill_v2.log	betik ciktisi: bench_skill_v2.py	841	11616ed370df…
04b_skill_v2/build_skill_v2_cache.log	betik ciktisi: build_skill_v2_cache.py	778	d13f312eec80…
04b_skill_v2/etiket_v2_truth_catalogue_2001_2026.csv	etiket v2: truth_catalogue_2001_2026.csv	33992	2361b4396135…
04b_skill_v2/etiket_v2_truth_sources.json	etiket v2: truth_sources.json	895	1b5f5b30f242…
04b_skill_v2/eval.json	skill_v2 evaluation (held-out period, bootstrap, selection)	20737	47ad9adc3bf7…
04b_skill_v2/eval_skill_v2.log	betik ciktisi: eval_skill_v2.py	2736	5ab623c7cabf…
04b_skill_v2/secim_oof.json	only 2001-2019 OOF selection scores (pre-announced rule)	2659	415b1973388c…
04b_skill_v2/skill_v2_csi.png	held-out CSI and 95% interval per variant	79020	c890617bf9b1…
04b_skill_v2/skill_v2_tablo.csv	variants: held-out CSI (block bootstrap 95%), POD, FAR, BSS, difference vs 3.4, OOF selection score	1848	8dcb63dbb1de…
04b_skill_v2/skill_v2_tablo.json	variants: held-out CSI (block bootstrap 95%), POD, FAR, BSS, difference vs 3.4, OOF selection score (JSON)	4116	f0c05058bb31…
04b_skill_v2/summary.json	section summary (status, numbers)	646	eac3356ad6a7…

5 · Fit-year scans (337/338/339)skipped

RUN_SCAN off (running it once before the fair and keeping the CSVs is enough)

05_taramalar · started 2026-11-05T06:13:33+03:00 · 0.0 s

Files

FILE	DESCRIPTION	BYTES	SHA256
05_taramalar/summary.json	section summary (status, numbers)	322	50c8c635a173…

6 · Calibration and reliabilitydone

06_kalibrasyon · started 2026-11-05T06:13:33+03:00 · 0.6 s

Numbers

n_fit	111024
floods_fit	118
n_heldout	39456
floods_heldout	784
base_rate_fit	0.001063
base_rate_heldout	0.01987
catalogue_density_ratio	10.32
brier_fit	0.00105
bss_fit	0.01423
brier_heldout	0.01933
bss_heldout_sample_clim	0.00752
bss_heldout_fit_clim	0.02523
brier_heldout_raw_p	0.09206

Charts

reliability diagram and probability distribution (held-out) — guvenilirlik_MY.png

Tables

action thresholds: held-out period POD/FAR/CSI (Wilson 95%, 14-d block bootstrap) — aksiyon_esikleri_tutulan.csv

THRESHOLD	FIT_DAY_SHARE	ALARM_DAY	HITS	MISSES	FALSE_ALARMS	POD	POD_LO	POD_HI	FAR	FAR_LO	FAR_HI	CSI	BIAS	CSI_95_BLOK
0.01	0.0241	1833	322	462	1511	0.4107	0.3768	0.4455	0.8243	0.8062	0.8411	0.1403	2.338	0.0748–0.2144
0.0171	0.02	1562	299	485	1263	0.3814	0.348	0.4159	0.8086	0.7883	0.8273	0.1461	1.992	0.0761–0.2266
0.02	0.0095	937	232	552	705	0.2959	0.265	0.3288	0.7524	0.7238	0.779	0.1558	1.195	0.0745–0.2403
0.0414	0.005	597	176	608	421	0.2245	0.1967	0.255	0.7052	0.6674	0.7404	0.1461	0.761	0.0607–0.2202
0.05	0	0	0	784	0	0	0	0.0049				0	0	0.0–0.0

reliability table (held-out 2020-2026, equal-count bins, Wilson 95%) — guvenilirlik_tutulan.csv

BIN	N	SAID	OBSERVED	OBSERVED_LO	OBSERVED_HI	FLOOD_DAY	RATE
0.0002-0.0006	31564	0.00021	0.00783	0.00691	0.00886	247	36.59
0.0006-0.0025	3946	0.00134	0.02889	0.0241	0.03459	114	21.59
0.0025-0.0414	3946	0.0162	0.1072	0.09792	0.1172	423	6.62

Files

FILE	DESCRIPTION	BYTES	SHA256
06_kalibrasyon/aksiyon_esikleri_tutulan.csv	action thresholds: held-out period POD/FAR/CSI (Wilson 95%, 14-d block bootstrap)	562	07e71663f72e…
06_kalibrasyon/aksiyon_esikleri_tutulan.json	action thresholds: held-out period POD/FAR/CSI (Wilson 95%, 14-d block bootstrap) (JSON)	1506	dc6db50155f4…
06_kalibrasyon/guvenilirlik_MY.png	reliability diagram and probability distribution (held-out)	73308	ea85b22ca0b6…
06_kalibrasyon/guvenilirlik_tutulan.csv	reliability table (held-out 2020-2026, equal-count bins, Wilson 95%)	243	86e0ee250b98…
06_kalibrasyon/guvenilirlik_tutulan.json	reliability table (held-out 2020-2026, equal-count bins, Wilson 95%) (JSON)	539	ebee36fb22de…
06_kalibrasyon/kalibrasyon_MY.json	isotonic calibration (fit years only)	1442	3208477de35f…
06_kalibrasyon/summary.json	section summary (status, numbers)	612	2fa08e0ca670…

7 · Today's single alertdone

07_alert · started 2026-11-05T06:13:34+03:00 · 85.4 s

Numbers

issue_day	2026-11-05
regions	16
P_1_3g_max	0.006
top3	[{"region": "Kedah", "P_1_3g": 0.006, "confidence": "high"}, {"region": "Perak", "P_1_3g": 0.004, "confidence": "high"}, {"region": "Pahang", "P_1_3g": 0.002, "confidence": "high"}]
ensemble_members	51
geojson_matched	16

Charts

P(1-3 d) per region — alert_2026-11-05_cubuk.png

Tables

one row per region: P(1/2/3 d), P(1-3 d), river ladder, confidence, sentence — alert_2026-11-05.csv

REGION	DAY1	URBAN_RULE	P1G	P2G	P3G	P_1_3G	P_1_3G_ALT	RAIN_MAX_MM	RIVER_QQ2_MAX	P_HAM_MAX	P_Q2	P_Q5	P_Q20	RIVER_COLOUR	RIVER_STATION	RIVER_MEMBERS	RIVER_DETERMINISTIC	CONFIDENCE	SENTENCE
Kedah	2026-11-06	False	0.002	0.002	0.002	0.006	0.002	10.6	0.46	0.6019	0	0	0	none	Sg Kedah Alor Setar	51	False	high	Chance of flooding in Kedah within the next 3 days is roughly 1% (calibrated on 111,024 fit-year region-days).
Perak	2026-11-06	False	0.002	0	0.002	0.004	0.002	15.2	0.37	0.5137	0	0	0	none	Sg Perak Teluk Intan	51	False	high	Chance of flooding in Perak within the next 3 days is roughly 0% (calibrated on 111,024 fit-year region-days).
Pahang	2026-11-06	False	0.001	0	0.001	0.002	0.001	14.1	0.23	0.2915	0	0	0	none	Sg Pahang Temerloh	51	False	high	Chance of flooding in Pahang within the next 3 days is roughly 0% (calibrated on 111,024 fit-year region-days).
Johor	2026-11-06	False	0.001	0	0.001	0.002	0.001	14.9	0.31	0.4193	0	0	0	none	Sg Muar Buloh Kasap	51	False	high	Chance of flooding in Johor within the next 3 days is roughly 0% (calibrated on 111,024 fit-year region-days).
Kelantan	2026-11-06	False	0.001	0	0.001	0.002	0.001	14.4	0.18	0.2854	0	0	0	none	Sg Kelantan Guillemard	51	False	high	Chance of flooding in Kelantan within the next 3 days is roughly 0% (calibrated on 111,024 fit-year region-days).
Terengganu	2026-11-06	False	0.001	0	0.001	0.002	0.001	17.3	0.25	0.306	0	0	0	none	Sg Terengganu	51	False	high	Chance of flooding in Terengganu within the next 3 days is roughly 0% (calibrated on 111,024 fit-year region-days).
Perlis	2026-11-06	False	0	0	0	0.001	0	9.8	0.34	0.4963	0.02	0	0	none	Sg Perlis Kangar	51	False	high	Chance of flooding in Perlis within the next 3 days is roughly 0% (calibrated on 111,024 fit-year region-days).
Pulau Pinang	2026-11-06	False	0.001	0	0.001	0.001	0.001	14.2	0.5	0.2373	0	0	0	none	Sg Juru/Perai	51	False	high	Chance of flooding in Pulau Pinang within the next 3 days is roughly 0% (calibrated on 111,024 fit-year region-days).
Negeri Sembilan	2026-11-06	False	0.001	0	0.001	0.001	0.001	14.1	0.17	0.2632	0	0	0	none	Sg Linggi	51	False	high	Chance of flooding in Negeri Sembilan within the next 3 days is roughly 0% (calibrated on 111,024 fit-year region-days).
Putrajaya	2026-11-06	False	0	0	0	0.001	0	23.6	0.25	0.0867	0	0	0	none	Sg Langat Putrajaya	51	False	high	Chance of flooding in Putrajaya within the next 3 days is roughly 0% (calibrated on 111,024 fit-year region-days).
Kuala Lumpur	2026-11-06	False	0	0	0	0.001	0	17	0.26	0.0842	0	0	0	none	Sg Klang KL	51	False	high	Chance of flooding in Kuala Lumpur within the next 3 days is roughly 0% (calibrated on 111,024 fit-year region-days).
Selangor	2026-11-06	False	0	0	0.001	0.001	0.001	17	0.45	0.1723	0	0	0	none	Sg Klang Klang	51	False	high	Chance of flooding in Selangor within the next 3 days is roughly 0% (calibrated on 111,024 fit-year region-days).
Melaka	2026-11-06	False	0	0	0	0.001	0	14.1	0.21	0.0805	0	0	0	none	Sg Melaka	51	False	high	Chance of flooding in Melaka within the next 3 days is roughly 0% (calibrated on 111,024 fit-year region-days).
Sabah	2026-11-06	False	0	0	0	0.001	0	7.6	0.48	0.5208	0	0	0	none	Sg Padas Beaufort	51	False	high	Chance of flooding in Sabah within the next 3 days is roughly 0% (calibrated on 111,024 fit-year region-days).
Sarawak	2026-11-06	False	0	0.001	0	0.001	0.001	10.6	0.27	0.4217	0	0	0	none	Batang Rajang Sibu	51	False	high	Chance of flooding in Sarawak within the next 3 days is roughly 0% (calibrated on 111,024 fit-year region-days).
Labuan	2026-11-06	False	0	0	0	0.001	0	8	0	0.0214				none		0	True	high	Chance of flooding in Labuan within the next 3 days is roughly 0% (calibrated on 111,024 fit-year region-days).

P(>Q2/Q5/Q20) per station, GloFAS ensemble fraction — nehir_merdiveni_2026-11-05.csv

REGION	WINDOW_DAY	MEMBERS	STATION	P_Q2	DETERMINISTIK
Perlis	1	51	Sg Perlis Kangar	0.02	False
Perlis	2	51	Sg Perlis Kangar	0.02	False
Perlis	3	51	Sg Perlis Kangar	0.02	False
Kedah	1	51	Sg Kedah Alor Setar	0	False
Kedah	2	51	Sg Kedah Alor Setar	0	False
Kedah	3	51	Sg Kedah Alor Setar	0	False
Pulau Pinang	1	51	Sg Juru/Perai	0	False
Pulau Pinang	2	51	Sg Juru/Perai	0	False
Pulau Pinang	3	51	Sg Juru/Perai	0	False
Perak	1	51	Sg Perak Teluk Intan	0	False
Perak	2	51	Sg Perak Teluk Intan	0	False
Perak	3	51	Sg Perak Teluk Intan	0	False
Selangor	1	51	Sg Klang Klang	0	False
Selangor	2	51	Sg Klang Klang	0	False
Selangor	3	51	Sg Klang Klang	0	False
Kuala Lumpur	1	51	Sg Klang KL	0	False
Kuala Lumpur	2	51	Sg Klang KL	0	False
Kuala Lumpur	3	51	Sg Klang KL	0	False
Putrajaya	1	51	Sg Langat Putrajaya	0	False
Putrajaya	2	51	Sg Langat Putrajaya	0	False
Putrajaya	3	51	Sg Langat Putrajaya	0	False
Negeri Sembilan	1	51	Sg Linggi	0	False
Negeri Sembilan	2	51	Sg Linggi	0	False
Negeri Sembilan	3	51	Sg Linggi	0	False
Melaka	1	51	Sg Melaka	0	False
Melaka	2	51	Sg Melaka	0	False
Melaka	3	51	Sg Melaka	0	False
Johor	1	51	Sg Muar Buloh Kasap	0	False
Johor	2	51	Sg Muar Buloh Kasap	0	False
Johor	3	51	Sg Muar Buloh Kasap	0	False
Pahang	1	51	Sg Pahang Temerloh	0	False
Pahang	2	51	Sg Pahang Temerloh	0	False
Pahang	3	51	Sg Pahang Temerloh	0	False
Terengganu	1	51	Sg Terengganu	0	False
Terengganu	2	51	Sg Terengganu	0	False
Terengganu	3	51	Sg Terengganu	0	False
Kelantan	1	51	Sg Kelantan Guillemard	0	False
Kelantan	2	51	Sg Kelantan Guillemard	0	False
Kelantan	3	51	Sg Kelantan Guillemard	0	False
Sabah	1	51	Sg Padas Beaufort	0	False

first 40 / 48 rows

Interactive

alert_2026-11-05_harita.html — interactive alert map (folium) (opens in a new tab)

Files

FILE	DESCRIPTION	BYTES	SHA256
07_alert/alert_2026-11-05.csv	one row per region: P(1/2/3 d), P(1-3 d), river ladder, confidence, sentence	3777	c6d1d228690c…
07_alert/alert_2026-11-05.geojson	alert table GeoJSON (with region boundaries)	58516	09efbae0f5dc…
07_alert/alert_2026-11-05.json	one row per region: P(1/2/3 d), P(1-3 d), river ladder, confidence, sentence (JSON)	8609	8a20889af8ce…
07_alert/alert_2026-11-05_cubuk.png	P(1-3 d) per region	55345	998c6df13a2a…
07_alert/alert_2026-11-05_harita.html	interactive alert map (folium)	64416	4f7dcda528ea…
07_alert/motor_kosusu.json	daily engine run report (QD.job)	606	a6d190ae843e…
07_alert/nehir_merdiveni_2026-11-05.csv	P(>Q2/Q5/Q20) per station, GloFAS ensemble fraction	2321	01148b91c9b1…
07_alert/nehir_merdiveni_2026-11-05.json	P(>Q2/Q5/Q20) per station, GloFAS ensemble fraction (JSON)	8204	eeb056bf96ea…
07_alert/summary.json	section summary (status, numbers)	599	b23cbba0090e…
07_alert/tahmin_2026-11-05.json	engine forecast file (forecasts/...json)	22252	f322007c6328…

8a · Quantum devices and accessdone

08a_cihaz · started 2026-11-05T06:14:59+03:00 · 0.1 s

Numbers

devices	10
hardware_with_credit	[]
access_check	(no numbers)

access check not performed: PREFER_HARDWARE off

Tables

probed quantum devices (simulation + real), access status — cihazlar.csv

KEY	TYPE	MAX_QUBIT	USABLE	REAL	REACHABLE	LABEL	NOTE
local	gate	26	20	False	True	PennyLane default.qubit (CPU statevector)	RAM-limited: 26 qubits
lightning	gate	26	20	False	True	PennyLane lightning.qubit (C++ statevector)	fastest CPU path; adjoint gradients
aer	gate	26	20	False	True	Qiskit Aer (CPU)	shot-based; use for QPU-realistic evaluation
ibm	gate	0	0	True	False	IBM Quantum	no IBM_QUANTUM_TOKEN
wukong	gate	72	12	False	True	Origin Wukong (emulated on lightning)	no ORIGIN_API_TOKEN → Wukong topology emulated locally (72 physical, 12 usable)
ionq	gate	36	0	True	False	IonQ	no IONQ_API_KEY
photonic	photonic	16	8	False	True	PennyLane default.gaussian (CV modes)	Gaussian ops only; X8 hardware = 8 modes
rydberg	neutral_atom	256	0	True	False	QuEra Aquila via Braket (probe only)	amazon-braket-sdk + AWS creds needed

Files

FILE	DESCRIPTION	BYTES	SHA256
08a_cihaz/cihazlar.csv	probed quantum devices (simulation + real), access status	958	fa15f703357d…
08a_cihaz/cihazlar.json	probed quantum devices (simulation + real), access status (JSON)	2127	872b75ec1553…
08a_cihaz/summary.json	section summary (status, numbers)	368	e99631131078…

8b · QF-MY-1 VQC + QF-MY-2 QUBOdone

08b_qf_my · started 2026-11-05T06:14:59+03:00 · 129.6 s

Numbers

labels	v2 (GDACS all pages, same as 8c)
train_pos	406
train_pos_if_v1	118
heldout_pos	784
best_twin	logistic
diff_ci_vs_best_twin	[-0.0293, -0.0001]
hardware_status	(no numbers)
job_ids	(no numbers)
qubo_gap_pct	0.0
admitted_any	False
fuar_cumlesi	NO accepted component — all in shadow/candidate mode; forecast skill is classical.

Charts

VQC loss curve — qf_my_1.png

Tables

acceptance ledger (admission): quantum vs classical twin, 95% interval, mode — kabul_defteri.csv

QF_ID	COMPONENT	METRIC	QUANTUM	CLASSICAL	DIFF_CI	EVIDENCE	DEVICE	ADMITTED	MODE	REASONS
QF-MY-2	QUBO sensor placement (simulated annealing)	optimality gap vs MILP (<= 1% required, lower is better)	0	0	(0.01, 0.01)	observed truth catalogue	anneal.neal	False	shadow	['over budget', 'simulator result — hardware run required before operational use']

QF-MY-1 real-device runs (job ID, status) — qf_my_1_cihaz.csv

DEVICE	STATUS
-	real device not requested / none

METHOD	VALUE	STATES	OPEN_PCT
MILP (exact)	66	Perak, Terengganu, Kelantan, Sabah, Sarawak	0
simulated annealing	66	Kedah, Terengganu, Kelantan, Sabah, Sarawak	0

Files

FILE	DESCRIPTION	BYTES	SHA256
08b_qf_my/kabul_defteri.csv	acceptance ledger (admission): quantum vs classical twin, 95% interval, mode	725	01f985e7ec4b…
08b_qf_my/kabul_defteri.json	acceptance ledger (admission): quantum vs classical twin, 95% interval, mode (JSON)	1012	1c8d366b64f5…
08b_qf_my/kuantum_defteri.json	QF-MY-1 / QF-MY-2 full record + acceptance decisions	3644	52f60e2cc521…
08b_qf_my/qf_my_1.png	VQC loss curve	64209	9a76c6ac9d86…
08b_qf_my/qf_my_1_cihaz.csv	QF-MY-1 real-device runs (job ID, status)	43	fe3ccdea0f5d…
08b_qf_my/qf_my_1_cihaz.json	QF-MY-1 real-device runs (job ID, status) (JSON)	67	46e0591d50e8…
08b_qf_my/summary.json	section summary (status, numbers)	1009	4891927e24d8…

8c · QF-MY-3 adaptive widthskipped

RUN_QPU_ADAPTIVE off — turn it on: real IBM device if a token exists, otherwise FakeTorino noisy simulation

08c_qpu_adaptive · started 2026-11-05T06:17:09+03:00 · 0.0 s

Files

FILE	DESCRIPTION	BYTES	SHA256
08c_qpu_adaptive/summary.json	section summary (status, numbers)	351	b5104455fe97…

10 · Verification of yesterday's forecastdone

10_dogrulama · started 2026-11-05T06:17:09+03:00 · 1209.9 s

Numbers

issue_day

2026-11-04

verified_day

2026-11-05

checked_at_myt

2026-11-05T11:29+08:00

threshold

0.0171

n_state_days_scored

160

n_verified

146

n_provisional

n_pending

n_unknown

floods_observed

brier_day1

0.19694

brier_ref_fit_clim

0.19958

bss_vs_fit_clim

0.013

hits

misses

false_alarms

correct_negatives

126

persistence

n	16
brier	0.0
hits	2
misses	0
false_alarms	0

window_1_3

n	114
brier	0.34843
n_open	46

merge

added	48
updated	0
unchanged	0
refused_downgrade	0

observed_states

["Selangor", "Kelantan"]

tiny sample: one issue x 16 states is far too small for skill statistics; state-days of one storm are not independent; Brier/POD/FAR here are bookkeeping, not evidence of skill. Real-time scores are kept apart from the 2020-2026 hindcast.

days 2-3 (2026-11-03, 2026-11-04) 'pending': window closes when the 2026-11-04 MYT day ends; not counted as no-flood.

days 2-3 (2026-11-04, 2026-11-05) 'pending': window closes when the 2026-11-05 MYT day ends; not counted as no-flood.

days 2-3 (2026-11-05, 2026-11-06) 'pending': window closes when the 2026-11-06 MYT day ends; not counted as no-flood.

days 2-3 (2026-11-06, 2026-11-07) 'pending': window closes when the 2026-11-07 MYT day ends; not counted as no-flood.

Charts

verification of yesterday's forecast: P(1 d) vs observed + operational reliability — dogrulama_2026-11-01.png

verification of yesterday's forecast: P(1 d) vs observed + operational reliability — dogrulama_2026-11-02.png

verification of yesterday's forecast: P(1 d) vs observed + operational reliability — dogrulama_2026-11-03.png

verification of yesterday's forecast: P(1 d) vs observed + operational reliability — dogrulama_2026-11-04.png

Tables

issue 2026-11-01 -> day 1 (2026-11-02): per state P(1 d), P(1-3 d), observed, evidence, Brier, outcome at threshold — dogrulama_2026-11-01_gun1.csv

STATE	P_1_3	OBSERVED	STATUS	BRIER	OUTCOME	OBS_RAIN_MM	OBS_RAIN_POINT_MAX_MM	OBS_QQ2_MAX	EVIDENCE
Perak	0.002	0	verified	0	correct_negative	13.5	36.3	0.497	no flood report (JKM national table + scanned news)
Perlis	0.001	0	verified	0	correct_negative	6.1	8.5	0.22	no flood report (JKM national table + scanned news)
Kedah	0.001	0	verified	0	correct_negative	5.1	10.1	0.292	no flood report (JKM national table + scanned news)
Pulau Pinang	0.001	0	verified	0	correct_negative	6.2	6.2	0.376	no flood report (JKM national table + scanned news)
Selangor	0.001	1	verified	1	miss	16.2	27.2	0.298	JKM InfoBencana (direct fetch, banjir view b=1) (snapshot 2026-11-03 11:08 MYT): JKM: PPS Shah Alam (dibuka 2/11 6 ptg) masih aktif 3/11, 33 victims \| Bernama via TVS (TV Sarawak) (2026-11-02 21:26 MYT): Banjir kilat Kg Melayu Subang, 92 rumah, 3 victims ke PPS \| Sinar Harian (2026-11-02 20:57 MYT): Kg Melayu Subang banjir, PPS Dewan Siantan \| Media Selangor (2026-11-02 (petang/malam)): JPBD Petaling: 2 PPS dibuka, Bencana Tahap 1 \| FMT (JPS Selangor Infobanjir) (2026-11-02 18:41 MYT): JPS: Kg Melayu Subang melebihi paras bahaya \| The Star / Media Selangor (Bernama, PLUS) (2026-11-02 21:30 MYT): NKVE Setia Alam–Shah Alam ditutup banjir kilat \| The Star (2026-11-03 16:55 MYT): Subang banjir kilat 2/11, 789 terjejas (PDRM) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Kuala Selangor, victims 642, opened 2026-11-02 \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 4 open, Shah Alam, victims 441, opened 2026-11-02
Kuala Lumpur	0.001	0	verified	0	correct_negative	18.1	18.1	0.124	no flood report (JKM national table + scanned news)
Putrajaya	0.001	0	verified	0	correct_negative	16.4	16.4	0.138	no flood report (JKM national table + scanned news)
Negeri Sembilan	0.001	0	verified	0	correct_negative	11.3	23.5	0.087	no flood report (JKM national table + scanned news)
Melaka	0.001	0	verified	0	correct_negative	8.9	14.4	0.148	no flood report (JKM national table + scanned news)
Johor	0.001	0	verified	0	correct_negative	8.3	22.4	0.357	no flood report (JKM national table + scanned news)
Pahang	0.001	0	verified	0	correct_negative	10.8	20.6	0.296	no flood report (JKM national table + scanned news)
Terengganu	0.001	0	verified	0	correct_negative	4.7	13.1	0.364	no flood report (JKM national table + scanned news)
Kelantan	0.001	0	verified	0	correct_negative	7.7	12.2	0.328	no flood report (JKM national table + scanned news)
Sabah	0.001	1	verified	1	miss	8.2	17.3	0.51	JKM InfoBencana (snapshot recorded in reports_2026-11-02.json) (snapshot 2026-11-02 00:20 MYT): JKM: 2 PPS banjir Sipitang aktif 2/11 00:20 MYT (137 victims) — sambungan
Sarawak	0.001	0	verified	0	correct_negative	14	22.1	0.248	no flood report (JKM national table + scanned news)
Labuan	0.001	0	verified	0	correct_negative	3.9	3.9		no flood report (JKM national table + scanned news)

issue 2026-11-02 -> day 1 (2026-11-03): per state P(1 d), P(1-3 d), observed, evidence, Brier, outcome at threshold — dogrulama_2026-11-02_gun1.csv

STATE	P_DAY1	P_1_3	OBSERVED	STATUS	BRIER	OUTCOME	OBS_RAIN_MM	OBS_RAIN_POINT_MAX_MM	OBS_QQ2_MAX	EVIDENCE
Negeri Sembilan	0.001	0.001	0	verified	0	correct_negative	12.6	20.1	0.046	no flood report (JKM national table + scanned news)
Perak	0	0.003	0	verified	0	correct_negative	9.2	23.5	0.404	no flood report (JKM national table + scanned news)
Johor	0	0.002	0	verified	0	correct_negative	4.4	10.4	0.295	no flood report (JKM national table + scanned news)
Kedah	0	0.002	0	verified	0	correct_negative	10	15.7	0.183	no flood report (JKM national table + scanned news)
Selangor	0	0.001	1	verified	1	miss	10.9	18.5	0.303	The Star (2026-11-03 16:55 MYT): 30 victims masih di PPS Dewan Siantan 1 ptg 3/11 (sambungan) \| Sinar Harian (2026-11-03 12:36 MYT): JKM Selangor: 30 individu di PPS Dewan Siantan 3/11 (sambungan) \| Kosmo (PDRM Sungai Buloh, JKM Selangor) (2026-11-03 15:49 MYT): PPS Dewan Siantan masih aktif 3/11 (30 victims, JKM Selangor) \| TVS (TV Sarawak) (2026-11-03 14:17 MYT): PPS Dewan Siantan aktif 3/11 (lawatan PM) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Kuala Selangor, victims 642, opened 2026-11-02 \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 4 open, Shah Alam, victims 441, opened 2026-11-02 \| GDACS FL 1104239 (Green, 2026-10-15..2026-11-04)
Kuala Lumpur	0	0.001	0	verified	0	correct_negative	8.9	8.9	0.23	no flood report (JKM national table + scanned news)
Putrajaya	0	0.001	0	verified	0	correct_negative	20	20	0.239	no flood report (JKM national table + scanned news)
Perlis	0	0.001	0	verified	0	correct_negative	6.3	6.6	0.133	no flood report (JKM national table + scanned news)
Pulau Pinang	0	0.001	0	verified	0	correct_negative	7.7	7.7	0.38	no flood report (JKM national table + scanned news)
Melaka	0	0.001	0	verified	0	correct_negative	20.9	21.7	0.173	no flood report (JKM national table + scanned news)
Pahang	0	0.001	0	verified	0	correct_negative	5	11.9	0.248	no flood report (JKM national table + scanned news)
Terengganu	0	0.001	0	verified	0	correct_negative	6.8	13.5	0.3	no flood report (JKM national table + scanned news)
Kelantan	0	0.001	0	verified	0	correct_negative	4.6	13.9	0.232	no flood report (JKM national table + scanned news)
Sabah	0	0.001	0	verified	0	correct_negative	1.9	6.1	0.465	no flood report (JKM national table + scanned news)
Sarawak	0	0.001	0	verified	0	correct_negative	5.1	13.4	0.247	no flood report (JKM national table + scanned news)
Labuan	0	0.001	0	verified	0	correct_negative	0	0		no flood report (JKM national table + scanned news)

issue 2026-11-03 -> day 1 (2026-11-04): per state P(1 d), P(1-3 d), observed, evidence, Brier, outcome at threshold — dogrulama_2026-11-03_gun1.csv

STATE	P_DAY1	P_1_3	OBSERVED	STATUS	BRIER	OUTCOME	OBS_RAIN_MM	OBS_RAIN_POINT_MAX_MM	OBS_QQ2_MAX	EVIDENCE
Perak	0.001	0.004	0	verified	0	correct_negative	18.6	33.8	0.375	no flood report (JKM national table + scanned news)
Kedah	0.001	0.003	0	verified	0	correct_negative	20.1	32.1	0.265	no flood report (JKM national table + scanned news)
Terengganu	0	0.002	0	verified	0	correct_negative	10.6	15.3	0.249	no flood report (JKM national table + scanned news)
Johor	0	0.002	0	verified	0	correct_negative	3.9	6.1	0.301	no flood report (JKM national table + scanned news)
Selangor	0	0.001	1	verified	1	miss	18.8	37.7	0.347	JKM InfoBencana (direct fetch, view b=0) (snapshot 2026-11-05 11:04 MYT): PPS banjir Shah Alam/Sungai Buloh masih aktif sepanjang 4/11 (JKM) \| The Star (2026-11-04 MYT): 306 victims di 3 PPS Sungai Buloh (The Star) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Kuala Selangor, victims 642, opened 2026-11-02 \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 4 open, Shah Alam, victims 441, opened 2026-11-02 \| GDACS FL 1104239 (Green, 2026-10-15..2026-11-04)
Kuala Lumpur	0	0.001	0	verified	0	correct_negative	6.7	6.7	0.223	no flood report (JKM national table + scanned news)
Perlis	0	0.001	0	verified	0	correct_negative	18.8	23.1	0.15	no flood report (JKM national table + scanned news)
Pulau Pinang	0	0.001	0	verified	0	correct_negative	30.1	30.1	0.52	no flood report (JKM national table + scanned news)
Negeri Sembilan	0	0.001	0	verified	0	correct_negative	12.9	22	0.082	no flood report (JKM national table + scanned news)
Putrajaya	0	0.001	0	verified	0	correct_negative	13.3	13.3	0.277	no flood report (JKM national table + scanned news)
Melaka	0	0.001	0	verified	0	correct_negative	16.9	22	0.218	no flood report (JKM national table + scanned news)
Pahang	0	0.001	0	verified	0	correct_negative	11.2	31.7	0.222	no flood report (JKM national table + scanned news)
Kelantan	0	0.001	1	verified	1	miss	19.4	38.1	0.182	JKM InfoBencana (direct fetch, view b=0) (snapshot 2026-11-05 11:04 MYT): PPS Gua Musang dibuka 04/11 (JKM) \| Berita Harian / Astro Awani / Kosmo (Gua Musang) (2026-11-04 MYT): Banjir Gua Musang, 1 PPS (BH/Awani/Kosmo) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Gua Musang, victims 22, opened 2026-11-04
Sabah	0	0.001	0	verified	0	correct_negative	1.1	3.2	0.483	no flood report (JKM national table + scanned news)
Sarawak	0	0.001	0	verified	0	correct_negative	8.4	25	0.246	no flood report (JKM national table + scanned news)
Labuan	0	0.001	0	verified	0	correct_negative	0.1	0.1		no flood report (JKM national table + scanned news)

issue 2026-11-04 -> day 1 (2026-11-05): per state P(1 d), P(1-3 d), observed, evidence, Brier, outcome at threshold — dogrulama_2026-11-04_gun1.csv

STATE	P_DAY1	P_1_3	OBSERVED	STATUS	BRIER	OUTCOME	OBS_RAIN_MM	OBS_RAIN_POINT_MAX_MM	OBS_QQ2_MAX	EVIDENCE
Perak	0.002	0.005	0	provisional	0	correct_negative	2.3	5.6	0.392	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
Kedah	0.001	0.003	0	provisional	0	correct_negative	1.3	5.5	0.31	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
Negeri Sembilan	0.001	0.002	0	provisional	0	correct_negative	0.6	2.6	0.091	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
Johor	0.001	0.002	0	provisional	0	correct_negative	3.8	8.8	0.295	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
Pulau Pinang	0.001	0.001	0	provisional	0	correct_negative	0.3	0.3	0.474	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
Perlis	0.001	0.001	0	provisional	0	correct_negative	2.1	3.7	0.183	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
Pahang	0.001	0.001	0	provisional	0	correct_negative	4.8	7.9	0.206	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
Selangor	0	0.001	1	verified	1	miss	2	5.6	0.378	JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Kuala Selangor, victims 642, opened 2026-11-02 \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 4 open, Shah Alam, victims 441, opened 2026-11-02
Kuala Lumpur	0	0.001	0	provisional	0	correct_negative	0.4	0.4	0.266	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
Putrajaya	0	0.001	0	provisional	0	correct_negative	0.8	0.8	0.306	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
Melaka	0	0.001	0	provisional	0	correct_negative	0.1	0.1	0.164	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
Terengganu	0	0.001	0	provisional	0	correct_negative	6.8	10.5	0.237	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
Kelantan	0	0.001	1	verified	1	miss	5.5	11.2	0.158	JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Gua Musang, victims 22, opened 2026-11-04
Sabah	0	0.001	0	provisional	0	correct_negative	0.3	0.9	0.518	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
Sarawak	0	0.001	0	provisional	0	correct_negative	1.9	4.2	0.225	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
Labuan	0	0.001	0	provisional	0	correct_negative	0	0		no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run

issue day + 3 validity day: observed flood, Open-Meteo rainfall (MYT day, elapsed hours), GloFAS Q/Q2 — gozlem_baglami_2026-11-01.csv

DAY	STATE	OBSERVED	STATUS	RAIN_MEAN_MM	RAIN_POINT_MAX_MM	HOUR	QQ2_MAX	EVIDENCE
2026-11-01	Perak	1	verified	10.4	16.7	24	0.654	Malay Mail (Bernama) (2026-11-01 08:56 MYT): PPS SK Titi Serong Kerian: 18 victims banjir pada 8 pagi 1/11
2026-11-01	Perlis		unknown	5.4	6.9	24	0.345	no covering source could be read, no flood report
2026-11-01	Kedah		unknown	10.4	15.2	24	0.363	no covering source could be read, no flood report
2026-11-01	Pulau Pinang		unknown	12.1	12.1	24	0.449	no covering source could be read, no flood report
2026-11-01	Selangor		unknown	4.1	7.4	24	0.36	no covering source could be read, no flood report
2026-11-01	Kuala Lumpur		unknown	1.5	1.5	24	0.183	no covering source could be read, no flood report
2026-11-01	Putrajaya		unknown	0.5	0.5	24	0.192	no covering source could be read, no flood report
2026-11-01	Negeri Sembilan		unknown	0.8	1.7	24	0.133	no covering source could be read, no flood report
2026-11-01	Melaka		unknown	0.4	0.7	24	0.194	no covering source could be read, no flood report
2026-11-01	Johor		unknown	2.4	6.2	24	0.336	no covering source could be read, no flood report
2026-11-01	Pahang		unknown	4.5	8.2	24	0.334	no covering source could be read, no flood report
2026-11-01	Terengganu		unknown	9	13.5	24	0.378	no covering source could be read, no flood report
2026-11-01	Kelantan		unknown	9.4	18	24	0.453	no covering source could be read, no flood report
2026-11-01	Sabah	1	verified	5.1	9.5	24	0.431	JKM InfoBencana (direct fetch, banjir view b=1) (snapshot 2026-11-01 15:10 MYT): JKM: 2 PPS banjir Sipitang aktif 1/11 (137 victims, 41 keluarga) \| The Star (2026-11-01 13:36 MYT): Bomba Sipitang: 24 victims Kg Bebangkong Mesapol dipindahkan ~6 pagi 1/11 \| Utusan Borneo (2026-11-01 11:04 MYT): 24 victims banjir Kg Bebangkong dipindahkan awal pagi 1/11
2026-11-01	Sarawak		unknown	17.6	34.3	24	0.244	no covering source could be read, no flood report
2026-11-01	Labuan		unknown	9.9	9.9	24		no covering source could be read, no flood report
2026-11-02	Perak	0	verified	13.5	36.3	24	0.497	no flood report (JKM national table + scanned news)
2026-11-02	Perlis	0	verified	6.1	8.5	24	0.22	no flood report (JKM national table + scanned news)
2026-11-02	Kedah	0	verified	5.1	10.1	24	0.292	no flood report (JKM national table + scanned news)
2026-11-02	Pulau Pinang	0	verified	6.2	6.2	24	0.376	no flood report (JKM national table + scanned news)
2026-11-02	Selangor	1	verified	16.2	27.2	24	0.298	JKM InfoBencana (direct fetch, banjir view b=1) (snapshot 2026-11-03 11:08 MYT): JKM: PPS Shah Alam (dibuka 2/11 6 ptg) masih aktif 3/11, 33 victims \| Bernama via TVS (TV Sarawak) (2026-11-02 21:26 MYT): Banjir kilat Kg Melayu Subang, 92 rumah, 3 victims ke PPS \| Sinar Harian (2026-11-02 20:57 MYT): Kg Melayu Subang banjir, PPS Dewan Siantan \| Media Selangor (2026-11-02 (petang/malam)): JPBD Petaling: 2 PPS dibuka, Bencana Tahap 1 \| FMT (JPS Selangor Infobanjir) (2026-11-02 18:41 MYT): JPS: Kg Melayu Subang melebihi paras bahaya \| The Star / Media Selangor (Bernama, PLUS) (2026-11-02 21:30 MYT): NKVE Setia Alam–Shah Alam ditutup banjir kilat \| The Star (2026-11-03 16:55 MYT): Subang banjir kilat 2/11, 789 terjejas (PDRM) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Kuala Selangor, victims 642, opened 2026-11-02 \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 4 open, Shah Alam, victims 441, opened 2026-11-02
2026-11-02	Kuala Lumpur	0	verified	18.1	18.1	24	0.124	no flood report (JKM national table + scanned news)
2026-11-02	Putrajaya	0	verified	16.4	16.4	24	0.138	no flood report (JKM national table + scanned news)
2026-11-02	Negeri Sembilan	0	verified	11.3	23.5	24	0.087	no flood report (JKM national table + scanned news)
2026-11-02	Melaka	0	verified	8.9	14.4	24	0.148	no flood report (JKM national table + scanned news)
2026-11-02	Johor	0	verified	8.3	22.4	24	0.357	no flood report (JKM national table + scanned news)
2026-11-02	Pahang	0	verified	10.8	20.6	24	0.296	no flood report (JKM national table + scanned news)
2026-11-02	Terengganu	0	verified	4.7	13.1	24	0.364	no flood report (JKM national table + scanned news)
2026-11-02	Kelantan	0	verified	7.7	12.2	24	0.328	no flood report (JKM national table + scanned news)
2026-11-02	Sabah	1	verified	8.2	17.3	24	0.51	JKM InfoBencana (snapshot recorded in reports_2026-11-02.json) (snapshot 2026-11-02 00:20 MYT): JKM: 2 PPS banjir Sipitang aktif 2/11 00:20 MYT (137 victims) — sambungan
2026-11-02	Sarawak	0	verified	14	22.1	24	0.248	no flood report (JKM national table + scanned news)
2026-11-02	Labuan	0	verified	3.9	3.9	24		no flood report (JKM national table + scanned news)
2026-11-03	Perak	0	verified	9.2	23.5	24	0.404	no flood report (JKM national table + scanned news)
2026-11-03	Perlis	0	verified	6.3	6.6	24	0.133	no flood report (JKM national table + scanned news)
2026-11-03	Kedah	0	verified	10	15.7	24	0.183	no flood report (JKM national table + scanned news)
2026-11-03	Pulau Pinang	0	verified	7.7	7.7	24	0.38	no flood report (JKM national table + scanned news)
2026-11-03	Selangor	1	verified	10.9	18.5	24	0.303	The Star (2026-11-03 16:55 MYT): 30 victims masih di PPS Dewan Siantan 1 ptg 3/11 (sambungan) \| Sinar Harian (2026-11-03 12:36 MYT): JKM Selangor: 30 individu di PPS Dewan Siantan 3/11 (sambungan) \| Kosmo (PDRM Sungai Buloh, JKM Selangor) (2026-11-03 15:49 MYT): PPS Dewan Siantan masih aktif 3/11 (30 victims, JKM Selangor) \| TVS (TV Sarawak) (2026-11-03 14:17 MYT): PPS Dewan Siantan aktif 3/11 (lawatan PM) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Kuala Selangor, victims 642, opened 2026-11-02 \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 4 open, Shah Alam, victims 441, opened 2026-11-02
2026-11-03	Kuala Lumpur	0	verified	8.9	8.9	24	0.23	no flood report (JKM national table + scanned news)
2026-11-03	Putrajaya	0	verified	20	20	24	0.239	no flood report (JKM national table + scanned news)
2026-11-03	Negeri Sembilan	0	verified	12.6	20.1	24	0.051	no flood report (JKM national table + scanned news)

first 40 / 64 rows

issue day + 3 validity day: observed flood, Open-Meteo rainfall (MYT day, elapsed hours), GloFAS Q/Q2 — gozlem_baglami_2026-11-02.csv

DAY	STATE	OBSERVED	STATUS	RAIN_MEAN_MM	RAIN_POINT_MAX_MM	HOUR	QQ2_MAX	EVIDENCE
2026-11-02	Perak	0	verified	13.5	36.3	24	0.497	no flood report (JKM national table + scanned news)
2026-11-02	Kedah	0	verified	5.1	10.1	24	0.292	no flood report (JKM national table + scanned news)
2026-11-02	Johor	0	verified	8.3	22.4	24	0.357	no flood report (JKM national table + scanned news)
2026-11-02	Perlis	0	verified	6.1	8.5	24	0.22	no flood report (JKM national table + scanned news)
2026-11-02	Selangor	1	verified	16.2	27.2	24	0.298	JKM InfoBencana (direct fetch, banjir view b=1) (snapshot 2026-11-03 11:08 MYT): JKM: PPS Shah Alam (dibuka 2/11 6 ptg) masih aktif 3/11, 33 victims \| Bernama via TVS (TV Sarawak) (2026-11-02 21:26 MYT): Banjir kilat Kg Melayu Subang, 92 rumah, 3 victims ke PPS \| Sinar Harian (2026-11-02 20:57 MYT): Kg Melayu Subang banjir, PPS Dewan Siantan \| Media Selangor (2026-11-02 (petang/malam)): JPBD Petaling: 2 PPS dibuka, Bencana Tahap 1 \| FMT (JPS Selangor Infobanjir) (2026-11-02 18:41 MYT): JPS: Kg Melayu Subang melebihi paras bahaya \| The Star / Media Selangor (Bernama, PLUS) (2026-11-02 21:30 MYT): NKVE Setia Alam–Shah Alam ditutup banjir kilat \| The Star (2026-11-03 16:55 MYT): Subang banjir kilat 2/11, 789 terjejas (PDRM) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Kuala Selangor, victims 642, opened 2026-11-02 \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 4 open, Shah Alam, victims 441, opened 2026-11-02 \| GDACS FL 1104239 (Green, 2026-10-15..2026-11-04)
2026-11-02	Kuala Lumpur	0	verified	18.1	18.1	24	0.124	no flood report (JKM national table + scanned news)
2026-11-02	Putrajaya	0	verified	16.4	16.4	24	0.138	no flood report (JKM national table + scanned news)
2026-11-02	Pulau Pinang	0	verified	6.2	6.2	24	0.376	no flood report (JKM national table + scanned news)
2026-11-02	Negeri Sembilan	0	verified	11.3	23.5	24	0.051	no flood report (JKM national table + scanned news)
2026-11-02	Melaka	0	verified	8.9	14.4	24	0.148	no flood report (JKM national table + scanned news)
2026-11-02	Pahang	0	verified	10.8	20.6	24	0.296	no flood report (JKM national table + scanned news)
2026-11-02	Terengganu	0	verified	4.7	13.1	24	0.364	no flood report (JKM national table + scanned news)
2026-11-02	Kelantan	0	verified	7.7	12.2	24	0.328	no flood report (JKM national table + scanned news)
2026-11-02	Sabah	1	verified	8.2	17.3	24	0.51	JKM InfoBencana (snapshot recorded in reports_2026-11-02.json) (snapshot 2026-11-02 00:20 MYT): JKM: 2 PPS banjir Sipitang aktif 2/11 00:20 MYT (137 victims) — sambungan
2026-11-02	Sarawak	0	verified	14	22.1	24	0.248	no flood report (JKM national table + scanned news)
2026-11-02	Labuan	0	verified	3.9	3.9	24		no flood report (JKM national table + scanned news)
2026-11-03	Perak	0	verified	9.2	23.5	24	0.404	no flood report (JKM national table + scanned news)
2026-11-03	Kedah	0	verified	10	15.7	24	0.183	no flood report (JKM national table + scanned news)
2026-11-03	Johor	0	verified	4.4	10.4	24	0.295	no flood report (JKM national table + scanned news)
2026-11-03	Perlis	0	verified	6.3	6.6	24	0.133	no flood report (JKM national table + scanned news)
2026-11-03	Selangor	1	verified	10.9	18.5	24	0.303	The Star (2026-11-03 16:55 MYT): 30 victims masih di PPS Dewan Siantan 1 ptg 3/11 (sambungan) \| Sinar Harian (2026-11-03 12:36 MYT): JKM Selangor: 30 individu di PPS Dewan Siantan 3/11 (sambungan) \| Kosmo (PDRM Sungai Buloh, JKM Selangor) (2026-11-03 15:49 MYT): PPS Dewan Siantan masih aktif 3/11 (30 victims, JKM Selangor) \| TVS (TV Sarawak) (2026-11-03 14:17 MYT): PPS Dewan Siantan aktif 3/11 (lawatan PM) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Kuala Selangor, victims 642, opened 2026-11-02 \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 4 open, Shah Alam, victims 441, opened 2026-11-02 \| GDACS FL 1104239 (Green, 2026-10-15..2026-11-04)
2026-11-03	Kuala Lumpur	0	verified	8.9	8.9	24	0.23	no flood report (JKM national table + scanned news)
2026-11-03	Putrajaya	0	verified	20	20	24	0.239	no flood report (JKM national table + scanned news)
2026-11-03	Pulau Pinang	0	verified	7.7	7.7	24	0.38	no flood report (JKM national table + scanned news)
2026-11-03	Negeri Sembilan	0	verified	12.6	20.1	24	0.046	no flood report (JKM national table + scanned news)
2026-11-03	Melaka	0	verified	20.9	21.7	24	0.173	no flood report (JKM national table + scanned news)
2026-11-03	Pahang	0	verified	5	11.9	24	0.248	no flood report (JKM national table + scanned news)
2026-11-03	Terengganu	0	verified	6.8	13.5	24	0.3	no flood report (JKM national table + scanned news)
2026-11-03	Kelantan	0	verified	4.6	13.9	24	0.232	no flood report (JKM national table + scanned news)
2026-11-03	Sabah	0	verified	1.9	6.1	24	0.465	no flood report (JKM national table + scanned news)
2026-11-03	Sarawak	0	verified	5.1	13.4	24	0.247	no flood report (JKM national table + scanned news)
2026-11-03	Labuan	0	verified	0	0	24		no flood report (JKM national table + scanned news)
2026-11-04	Perak	0	verified	18.6	33.8	24	0.375	no flood report (JKM national table + scanned news)
2026-11-04	Kedah	0	verified	20.1	32.1	24	0.265	no flood report (JKM national table + scanned news)
2026-11-04	Johor	0	verified	3.9	6.1	24	0.301	no flood report (JKM national table + scanned news)
2026-11-04	Perlis	0	verified	18.8	23.1	24	0.15	no flood report (JKM national table + scanned news)
2026-11-04	Selangor	1	verified	18.8	37.7	24	0.347	JKM InfoBencana (direct fetch, view b=0) (snapshot 2026-11-05 11:04 MYT): PPS banjir Shah Alam/Sungai Buloh masih aktif sepanjang 4/11 (JKM) \| The Star (2026-11-04 MYT): 306 victims di 3 PPS Sungai Buloh (The Star) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Kuala Selangor, victims 642, opened 2026-11-02 \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 4 open, Shah Alam, victims 441, opened 2026-11-02 \| GDACS FL 1104239 (Green, 2026-10-15..2026-11-04)
2026-11-04	Kuala Lumpur	0	verified	6.7	6.7	24	0.223	no flood report (JKM national table + scanned news)
2026-11-04	Putrajaya	0	verified	13.3	13.3	24	0.277	no flood report (JKM national table + scanned news)
2026-11-04	Pulau Pinang	0	verified	30.1	30.1	24	0.52	no flood report (JKM national table + scanned news)

first 40 / 64 rows

issue day + 3 validity day: observed flood, Open-Meteo rainfall (MYT day, elapsed hours), GloFAS Q/Q2 — gozlem_baglami_2026-11-03.csv

DAY	STATE	OBSERVED	STATUS	RAIN_MEAN_MM	RAIN_POINT_MAX_MM	HOUR	QQ2_MAX	EVIDENCE
2026-11-03	Perak	0	verified	9.2	23.5	24	0.404	no flood report (JKM national table + scanned news)
2026-11-03	Kedah	0	verified	10	15.7	24	0.183	no flood report (JKM national table + scanned news)
2026-11-03	Terengganu	0	verified	6.8	13.5	24	0.3	no flood report (JKM national table + scanned news)
2026-11-03	Johor	0	verified	4.4	10.4	24	0.295	no flood report (JKM national table + scanned news)
2026-11-03	Selangor	1	verified	10.9	18.5	24	0.303	The Star (2026-11-03 16:55 MYT): 30 victims masih di PPS Dewan Siantan 1 ptg 3/11 (sambungan) \| Sinar Harian (2026-11-03 12:36 MYT): JKM Selangor: 30 individu di PPS Dewan Siantan 3/11 (sambungan) \| Kosmo (PDRM Sungai Buloh, JKM Selangor) (2026-11-03 15:49 MYT): PPS Dewan Siantan masih aktif 3/11 (30 victims, JKM Selangor) \| TVS (TV Sarawak) (2026-11-03 14:17 MYT): PPS Dewan Siantan aktif 3/11 (lawatan PM) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Kuala Selangor, victims 642, opened 2026-11-02 \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 4 open, Shah Alam, victims 441, opened 2026-11-02 \| GDACS FL 1104239 (Green, 2026-10-15..2026-11-04)
2026-11-03	Kuala Lumpur	0	verified	8.9	8.9	24	0.23	no flood report (JKM national table + scanned news)
2026-11-03	Perlis	0	verified	6.3	6.6	24	0.133	no flood report (JKM national table + scanned news)
2026-11-03	Pulau Pinang	0	verified	7.7	7.7	24	0.38	no flood report (JKM national table + scanned news)
2026-11-03	Negeri Sembilan	0	verified	12.6	20.1	24	0.051	no flood report (JKM national table + scanned news)
2026-11-03	Putrajaya	0	verified	20	20	24	0.239	no flood report (JKM national table + scanned news)
2026-11-03	Melaka	0	verified	20.9	21.7	24	0.173	no flood report (JKM national table + scanned news)
2026-11-03	Pahang	0	verified	5	11.9	24	0.248	no flood report (JKM national table + scanned news)
2026-11-03	Kelantan	0	verified	4.6	13.9	24	0.232	no flood report (JKM national table + scanned news)
2026-11-03	Sabah	0	verified	1.9	6.1	24	0.465	no flood report (JKM national table + scanned news)
2026-11-03	Sarawak	0	verified	5.1	13.4	24	0.247	no flood report (JKM national table + scanned news)
2026-11-03	Labuan	0	verified	0	0	24		no flood report (JKM national table + scanned news)
2026-11-04	Perak	0	verified	18.6	33.8	24	0.375	no flood report (JKM national table + scanned news)
2026-11-04	Kedah	0	verified	20.1	32.1	24	0.265	no flood report (JKM national table + scanned news)
2026-11-04	Terengganu	0	verified	10.6	15.3	24	0.249	no flood report (JKM national table + scanned news)
2026-11-04	Johor	0	verified	3.9	6.1	24	0.301	no flood report (JKM national table + scanned news)
2026-11-04	Selangor	1	verified	18.8	37.7	24	0.347	JKM InfoBencana (direct fetch, view b=0) (snapshot 2026-11-05 11:04 MYT): PPS banjir Shah Alam/Sungai Buloh masih aktif sepanjang 4/11 (JKM) \| The Star (2026-11-04 MYT): 306 victims di 3 PPS Sungai Buloh (The Star) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Kuala Selangor, victims 642, opened 2026-11-02 \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 4 open, Shah Alam, victims 441, opened 2026-11-02 \| GDACS FL 1104239 (Green, 2026-10-15..2026-11-04)
2026-11-04	Kuala Lumpur	0	verified	6.7	6.7	24	0.223	no flood report (JKM national table + scanned news)
2026-11-04	Perlis	0	verified	18.8	23.1	24	0.15	no flood report (JKM national table + scanned news)
2026-11-04	Pulau Pinang	0	verified	30.1	30.1	24	0.52	no flood report (JKM national table + scanned news)
2026-11-04	Negeri Sembilan	0	verified	12.9	22	24	0.082	no flood report (JKM national table + scanned news)
2026-11-04	Putrajaya	0	verified	13.3	13.3	24	0.277	no flood report (JKM national table + scanned news)
2026-11-04	Melaka	0	verified	16.9	22	24	0.218	no flood report (JKM national table + scanned news)
2026-11-04	Pahang	0	verified	11.2	31.7	24	0.222	no flood report (JKM national table + scanned news)
2026-11-04	Kelantan	1	verified	19.4	38.1	24	0.182	JKM InfoBencana (direct fetch, view b=0) (snapshot 2026-11-05 11:04 MYT): PPS Gua Musang dibuka 04/11 (JKM) \| Berita Harian / Astro Awani / Kosmo (Gua Musang) (2026-11-04 MYT): Banjir Gua Musang, 1 PPS (BH/Awani/Kosmo) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Gua Musang, victims 22, opened 2026-11-04
2026-11-04	Sabah	0	verified	1.1	3.2	24	0.483	no flood report (JKM national table + scanned news)
2026-11-04	Sarawak	0	verified	8.4	25	24	0.246	no flood report (JKM national table + scanned news)
2026-11-04	Labuan	0	verified	0.1	0.1	24		no flood report (JKM national table + scanned news)
2026-11-05	Perak	0	provisional	2.3	5.6	12	0.392	no flood report (JKM national table + scanned news); day not closed yet (11:27 MYT) — will recheck on next run
2026-11-05	Kedah	0	provisional	1.3	5.5	12	0.31	no flood report (JKM national table + scanned news); day not closed yet (11:27 MYT) — will recheck on next run
2026-11-05	Terengganu	0	provisional	6.8	10.5	12	0.237	no flood report (JKM national table + scanned news); day not closed yet (11:27 MYT) — will recheck on next run
2026-11-05	Johor	0	provisional	3.8	8.8	12	0.295	no flood report (JKM national table + scanned news); day not closed yet (11:27 MYT) — will recheck on next run
2026-11-05	Selangor	1	verified	2	5.6	12	0.378	JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Kuala Selangor, victims 642, opened 2026-11-02 \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 4 open, Shah Alam, victims 441, opened 2026-11-02
2026-11-05	Kuala Lumpur	0	provisional	0.4	0.4	12	0.266	no flood report (JKM national table + scanned news); day not closed yet (11:27 MYT) — will recheck on next run
2026-11-05	Perlis	0	provisional	2.1	3.7	12	0.183	no flood report (JKM national table + scanned news); day not closed yet (11:27 MYT) — will recheck on next run
2026-11-05	Pulau Pinang	0	provisional	0.3	0.3	12	0.474	no flood report (JKM national table + scanned news); day not closed yet (11:27 MYT) — will recheck on next run

first 40 / 64 rows

issue day + 3 validity day: observed flood, Open-Meteo rainfall (MYT day, elapsed hours), GloFAS Q/Q2 — gozlem_baglami_2026-11-04.csv

DAY	STATE	OBSERVED	STATUS	RAIN_MEAN_MM	RAIN_POINT_MAX_MM	HOUR	QQ2_MAX	EVIDENCE
2026-11-04	Perak	0	verified	18.6	33.8	24	0.375	no flood report (JKM national table + scanned news)
2026-11-04	Kedah	0	verified	20.1	32.1	24	0.265	no flood report (JKM national table + scanned news)
2026-11-04	Negeri Sembilan	0	verified	12.9	22	24	0.082	no flood report (JKM national table + scanned news)
2026-11-04	Johor	0	verified	3.9	6.1	24	0.301	no flood report (JKM national table + scanned news)
2026-11-04	Pulau Pinang	0	verified	30.1	30.1	24	0.52	no flood report (JKM national table + scanned news)
2026-11-04	Selangor	1	verified	18.8	37.7	24	0.347	JKM InfoBencana (direct fetch, view b=0) (snapshot 2026-11-05 11:04 MYT): PPS banjir Shah Alam/Sungai Buloh masih aktif sepanjang 4/11 (JKM) \| The Star (2026-11-04 MYT): 306 victims di 3 PPS Sungai Buloh (The Star) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Kuala Selangor, victims 642, opened 2026-11-02 \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 4 open, Shah Alam, victims 441, opened 2026-11-02 \| GDACS FL 1104239 (Green, 2026-10-15..2026-11-04)
2026-11-04	Kuala Lumpur	0	verified	6.7	6.7	24	0.223	no flood report (JKM national table + scanned news)
2026-11-04	Perlis	0	verified	18.8	23.1	24	0.15	no flood report (JKM national table + scanned news)
2026-11-04	Putrajaya	0	verified	13.3	13.3	24	0.277	no flood report (JKM national table + scanned news)
2026-11-04	Melaka	0	verified	16.9	22	24	0.218	no flood report (JKM national table + scanned news)
2026-11-04	Pahang	0	verified	11.2	31.7	24	0.222	no flood report (JKM national table + scanned news)
2026-11-04	Terengganu	0	verified	10.6	15.3	24	0.249	no flood report (JKM national table + scanned news)
2026-11-04	Kelantan	1	verified	19.4	38.1	24	0.182	JKM InfoBencana (direct fetch, view b=0) (snapshot 2026-11-05 11:04 MYT): PPS Gua Musang dibuka 04/11 (JKM) \| Berita Harian / Astro Awani / Kosmo (Gua Musang) (2026-11-04 MYT): Banjir Gua Musang, 1 PPS (BH/Awani/Kosmo) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Gua Musang, victims 22, opened 2026-11-04
2026-11-04	Sabah	0	verified	1.1	3.2	24	0.483	no flood report (JKM national table + scanned news)
2026-11-04	Sarawak	0	verified	8.4	25	24	0.246	no flood report (JKM national table + scanned news)
2026-11-04	Labuan	0	verified	0.1	0.1	24		no flood report (JKM national table + scanned news)
2026-11-05	Perak	0	provisional	2.3	5.6	12	0.392	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
2026-11-05	Kedah	0	provisional	1.3	5.5	12	0.31	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
2026-11-05	Negeri Sembilan	0	provisional	0.6	2.6	12	0.091	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
2026-11-05	Johor	0	provisional	3.8	8.8	12	0.295	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
2026-11-05	Pulau Pinang	0	provisional	0.3	0.3	12	0.474	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
2026-11-05	Selangor	1	verified	2	5.6	12	0.378	JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Kuala Selangor, victims 642, opened 2026-11-02 \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 4 open, Shah Alam, victims 441, opened 2026-11-02
2026-11-05	Kuala Lumpur	0	provisional	0.4	0.4	12	0.266	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
2026-11-05	Perlis	0	provisional	2.1	3.7	12	0.183	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
2026-11-05	Putrajaya	0	provisional	0.8	0.8	12	0.306	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
2026-11-05	Melaka	0	provisional	0.1	0.1	12	0.164	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
2026-11-05	Pahang	0	provisional	4.8	7.9	12	0.206	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
2026-11-05	Terengganu	0	provisional	6.8	10.5	12	0.237	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
2026-11-05	Kelantan	1	verified	5.5	11.2	12	0.158	JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Gua Musang, victims 22, opened 2026-11-04
2026-11-05	Sabah	0	provisional	0.3	0.9	12	0.518	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
2026-11-05	Sarawak	0	provisional	1.9	4.2	12	0.225	no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
2026-11-05	Labuan	0	provisional	0	0	12		no flood report (JKM national table + scanned news); day not closed yet (11:29 MYT) — will recheck on next run
2026-11-06	Perak		pending				0.372	day has not started yet (future) — NOT counted as no-flood
2026-11-06	Kedah		pending				0.452	day has not started yet (future) — NOT counted as no-flood
2026-11-06	Negeri Sembilan		pending				0.099	day has not started yet (future) — NOT counted as no-flood
2026-11-06	Johor		pending				0.287	day has not started yet (future) — NOT counted as no-flood
2026-11-06	Pulau Pinang		pending				0.493	day has not started yet (future) — NOT counted as no-flood
2026-11-06	Selangor		pending				0.369	day has not started yet (future) — NOT counted as no-flood
2026-11-06	Kuala Lumpur		pending				0.257	day has not started yet (future) — NOT counted as no-flood
2026-11-06	Perlis		pending				0.326	day has not started yet (future) — NOT counted as no-flood

first 40 / 64 rows

operational log: P(1 d) reliability bins (Wilson 95%) — guvenilirlik_operasyonel.csv

BIN	N	MEAN_P	FLOODS	OBS_FREQ	OBS_LO	OBS_HI
[0.000,0.005)	138	0.0002	19	0.1377	0.0899	0.205
[0.005,0.010)	4	0.0067	2	0.5	0.15	0.85
[0.010,0.020)	13	0.0153	8	0.6154	0.3552	0.8229
[0.020,0.050)	5	0.0308	3	0.6	0.2307	0.8824
[0.050,0.100)	0
[0.100,1.000)	0

all state-days this run wrote to the ledger (days 2-3 'pending') — kayitlar_2026-11-01.csv

ISSUE_DATE	VALID_DATE	STATE	LEAD	P_LEAD	P_1_3	OBSERVED	EVIDENCE	SOURCE_URLS	STATUS	THRESHOLD	OBS_RAIN_MM	OBS_RAIN_POINT_MAX_MM	OBS_QQ2_MAX	FORECAST_FILE	CHECKED_AT
2026-11-01	2026-11-02	Perak	1	0	0.002	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	13.5	36.3	0.497	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-03	Perak	2	0	0.002	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	9.2	23.5	0.404	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-04	Perak	3	0.002	0.002	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	18.6	33.8	0.375	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-02	Perlis	1	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	6.1	8.5	0.22	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-03	Perlis	2	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	6.3	6.6	0.133	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-04	Perlis	3	0.001	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	18.8	23.1	0.15	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-02	Kedah	1	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	5.1	10.1	0.292	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-03	Kedah	2	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	10	15.7	0.183	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-04	Kedah	3	0.001	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	20.1	32.1	0.265	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-02	Pulau Pinang	1	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	6.2	6.2	0.376	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-03	Pulau Pinang	2	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	7.7	7.7	0.38	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-04	Pulau Pinang	3	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	30.1	30.1	0.52	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-02	Selangor	1	0	0.001	1	JKM InfoBencana (direct fetch, banjir view b=1) (snapshot 2026-11-03 11:08 MYT): JKM: PPS Shah Alam (dibuka 2/11 6 ptg) masih aktif 3/11, 33 victims \| Bernama via TVS (TV Sarawak) (2026-11-02 21:26 MYT): Banjir kilat Kg Melayu Subang, 92 rumah, 3 victims ke PPS \| Sinar Harian (2026-11-02 20:57 MYT): Kg Melayu Subang banjir, PPS Dewan Siantan \| Media Selangor (2026-11-02 (petang/malam)): JPBD Petaling: 2 PPS dibuka, Bencana Tahap 1 \| FMT (JPS Selangor Infobanjir) (2026-11-02 18:41 MYT): JPS: Kg Melayu Subang melebihi paras bahaya \| The Star / Media Selangor (Bernama, PLUS) (2026-11-02 21:30 MYT): NKVE Setia Alam–Shah Alam ditutup banjir kilat \| The Star (2026-11-03 16:55 MYT): Subang banjir kilat 2/11, 789 terjejas (PDRM) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Kuala Selangor, victims 642, opened 2026-11-02 \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 4 open, Shah Alam, victims 441, opened 2026-11-02	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1 https://mediaselangor.com/ms/2026/11/404586 https://www.freemalaysiatoday.com/category/bahasa/tempatan/2026/11/02/banjir-kilat-landa-lembah-klang https://www.sinarharian.com.my/article/803008/edisi/selangor-kl/banjir-kampung-melayu-subang-lelaki-oku-bayi-antara-tiga-individu-ditempatkan-di-pps https://www.thestar.com.my/news/nation/2026/11/02/flash-flood-temporarily-closes-nkve-stretch-between-setia-alam-shah-alam https://www.thestar.com.my/news/nation/2026/11/03/subang-floods-789-residents-affected-only-30-evacuated-as-of-noon https://www.tvsarawak.my/2026/11/02/banjir-kilat-tiga-victims-dipindahkan-ke-pps-di-kampung-melayu-subang/	verified	0.0171	16.2	27.2	0.298	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-03	Selangor	2	0	0.001	1	The Star (2026-11-03 16:55 MYT): 30 victims masih di PPS Dewan Siantan 1 ptg 3/11 (sambungan) \| Sinar Harian (2026-11-03 12:36 MYT): JKM Selangor: 30 individu di PPS Dewan Siantan 3/11 (sambungan) \| Kosmo (PDRM Sungai Buloh, JKM Selangor) (2026-11-03 15:49 MYT): PPS Dewan Siantan masih aktif 3/11 (30 victims, JKM Selangor) \| TVS (TV Sarawak) (2026-11-03 14:17 MYT): PPS Dewan Siantan aktif 3/11 (lawatan PM) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Kuala Selangor, victims 642, opened 2026-11-02 \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 4 open, Shah Alam, victims 441, opened 2026-11-02	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1 https://www.kosmo.com.my/2026/11/03/banjir-kampung-melayu-subang-789-penduduk-terjejas-91-laporan-polis/ https://www.sinarharian.com.my/article/803060/edisi/selangor-kl/575-victims-banjir-kilat-di-kampung-melayu-subang-lapan-keluarga-berlindung-di-pps https://www.thestar.com.my/news/nation/2026/11/03/subang-floods-789-residents-affected-only-30-evacuated-as-of-noon https://www.tvsarawak.my/2026/11/03/percepat-projek-tebatan-banjir-sungai-buloh-sungai-damansara-anwar/	verified	0.0171	10.9	18.5	0.303	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-04	Selangor	3	0	0.001	1	JKM InfoBencana (direct fetch, view b=0) (snapshot 2026-11-05 11:04 MYT): PPS banjir Shah Alam/Sungai Buloh masih aktif sepanjang 4/11 (JKM) \| The Star (2026-11-04 MYT): 306 victims di 3 PPS Sungai Buloh (The Star) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Kuala Selangor, victims 642, opened 2026-11-02 \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 4 open, Shah Alam, victims 441, opened 2026-11-02	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=0 https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1 https://www.thestar.com.my/news/nation/2026/11/04/sungai-buloh-floods-306-victims-housed-at-three-pps	verified	0.0171	18.8	37.7	0.347	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-02	Kuala Lumpur	1	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	18.1	18.1	0.124	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-03	Kuala Lumpur	2	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	8.9	8.9	0.23	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-04	Kuala Lumpur	3	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	6.7	6.7	0.223	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-02	Putrajaya	1	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	16.4	16.4	0.138	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-03	Putrajaya	2	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	20	20	0.239	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-04	Putrajaya	3	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	13.3	13.3	0.277	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-02	Negeri Sembilan	1	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	11.3	23.5	0.087	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-03	Negeri Sembilan	2	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	12.6	20.1	0.051	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-04	Negeri Sembilan	3	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	12.9	22	0.082	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-02	Melaka	1	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	8.9	14.4	0.148	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-03	Melaka	2	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	20.9	21.7	0.173	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-04	Melaka	3	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	16.9	22	0.218	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-02	Johor	1	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	8.3	22.4	0.357	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-03	Johor	2	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	4.4	10.4	0.295	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-04	Johor	3	0.001	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	3.9	6.1	0.301	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-02	Pahang	1	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	10.8	20.6	0.296	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-03	Pahang	2	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	5	11.9	0.248	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-04	Pahang	3	0.001	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	11.2	31.7	0.222	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-02	Terengganu	1	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	4.7	13.1	0.364	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-03	Terengganu	2	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	6.8	13.5	0.3	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-04	Terengganu	3	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	10.6	15.3	0.249	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-02	Kelantan	1	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	7.7	12.2	0.328	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-03	Kelantan	2	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	4.6	13.9	0.232	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-04	Kelantan	3	0	0.001	1	JKM InfoBencana (direct fetch, view b=0) (snapshot 2026-11-05 11:04 MYT): PPS Gua Musang dibuka 04/11 (JKM) \| Berita Harian / Astro Awani / Kosmo (Gua Musang) (2026-11-04 MYT): Banjir Gua Musang, 1 PPS (BH/Awani/Kosmo) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Gua Musang, victims 22, opened 2026-11-04	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=0 https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1 https://www.bharian.com.my/berita/nasional/2026/11/1698797/1-pps-dibuka-di-gua-musang	verified	0.0171	19.4	38.1	0.182	alert_2026-11-01.csv	2026-11-05T11:17+08:00
2026-11-01	2026-11-02	Sabah	1	0	0.001	1	JKM InfoBencana (snapshot recorded in reports_2026-11-02.json) (snapshot 2026-11-02 00:20 MYT): JKM: 2 PPS banjir Sipitang aktif 2/11 00:20 MYT (137 victims) — sambungan	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=0	verified	0.0171	8.2	17.3	0.51	alert_2026-11-01.csv	2026-11-05T11:17+08:00

first 40 / 48 rows

all state-days this run wrote to the ledger (days 2-3 'pending') — kayitlar_2026-11-02.csv

ISSUE_DATE	VALID_DATE	STATE	LEAD	P_DAY1	P_LEAD	P_1_3	OBSERVED	EVIDENCE	SOURCE_URLS	STATUS	THRESHOLD	OBS_RAIN_MM	OBS_RAIN_POINT_MAX_MM	OBS_QQ2_MAX	FORECAST_FILE	CHECKED_AT
2026-11-02	2026-11-03	Perak	1	0	0	0.003	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	9.2	23.5	0.404	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-04	Perak	2	0	0.002	0.003	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	18.6	33.8	0.375	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-05	Perak	3	0	0.001	0.003	0	no flood report (JKM national table + scanned news); day not closed yet (11:25 MYT) — will recheck on next run	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	provisional	0.0171	2.3	5.6	0.392	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-03	Kedah	1	0	0	0.002	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	10	15.7	0.183	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-04	Kedah	2	0	0.001	0.002	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	20.1	32.1	0.265	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-05	Kedah	3	0	0.001	0.002	0	no flood report (JKM national table + scanned news); day not closed yet (11:25 MYT) — will recheck on next run	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	provisional	0.0171	1.3	5.5	0.31	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-03	Johor	1	0	0	0.002	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	4.4	10.4	0.295	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-04	Johor	2	0	0.001	0.002	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	3.9	6.1	0.301	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-05	Johor	3	0	0.001	0.002	0	no flood report (JKM national table + scanned news); day not closed yet (11:25 MYT) — will recheck on next run	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	provisional	0.0171	3.8	8.8	0.295	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-03	Perlis	1	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	6.3	6.6	0.133	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-04	Perlis	2	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	18.8	23.1	0.15	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-05	Perlis	3	0	0	0.001	0	no flood report (JKM national table + scanned news); day not closed yet (11:25 MYT) — will recheck on next run	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	provisional	0.0171	2.1	3.7	0.183	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-03	Selangor	1	0	0	0.001	1	The Star (2026-11-03 16:55 MYT): 30 victims masih di PPS Dewan Siantan 1 ptg 3/11 (sambungan) \| Sinar Harian (2026-11-03 12:36 MYT): JKM Selangor: 30 individu di PPS Dewan Siantan 3/11 (sambungan) \| Kosmo (PDRM Sungai Buloh, JKM Selangor) (2026-11-03 15:49 MYT): PPS Dewan Siantan masih aktif 3/11 (30 victims, JKM Selangor) \| TVS (TV Sarawak) (2026-11-03 14:17 MYT): PPS Dewan Siantan aktif 3/11 (lawatan PM) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Kuala Selangor, victims 642, opened 2026-11-02 \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 4 open, Shah Alam, victims 441, opened 2026-11-02 \| GDACS FL 1104239 (Green, 2026-10-15..2026-11-04)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1 https://www.gdacs.org/report.aspx?eventtype=FL&eventid=1104239 https://www.kosmo.com.my/2026/11/03/banjir-kampung-melayu-subang-789-penduduk-terjejas-91-laporan-polis/ https://www.sinarharian.com.my/article/803060/edisi/selangor-kl/575-victims-banjir-kilat-di-kampung-melayu-subang-lapan-keluarga-berlindung-di-pps https://www.thestar.com.my/news/nation/2026/11/03/subang-floods-789-residents-affected-only-30-evacuated-as-of-noon https://www.tvsarawak.my/2026/11/03/percepat-projek-tebatan-banjir-sungai-buloh-sungai-damansara-anwar/	verified	0.0171	10.9	18.5	0.303	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-04	Selangor	2	0	0	0.001	1	JKM InfoBencana (direct fetch, view b=0) (snapshot 2026-11-05 11:04 MYT): PPS banjir Shah Alam/Sungai Buloh masih aktif sepanjang 4/11 (JKM) \| The Star (2026-11-04 MYT): 306 victims di 3 PPS Sungai Buloh (The Star) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Kuala Selangor, victims 642, opened 2026-11-02 \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 4 open, Shah Alam, victims 441, opened 2026-11-02 \| GDACS FL 1104239 (Green, 2026-10-15..2026-11-04)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=0 https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1 https://www.gdacs.org/report.aspx?eventtype=FL&eventid=1104239 https://www.thestar.com.my/news/nation/2026/11/04/sungai-buloh-floods-306-victims-housed-at-three-pps	verified	0.0171	18.8	37.7	0.347	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-05	Selangor	3	0	0	0.001	1	JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Kuala Selangor, victims 642, opened 2026-11-02 \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 4 open, Shah Alam, victims 441, opened 2026-11-02	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	2	5.6	0.378	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-03	Kuala Lumpur	1	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	8.9	8.9	0.23	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-04	Kuala Lumpur	2	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	6.7	6.7	0.223	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-05	Kuala Lumpur	3	0	0	0.001	0	no flood report (JKM national table + scanned news); day not closed yet (11:25 MYT) — will recheck on next run	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	provisional	0.0171	0.4	0.4	0.266	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-03	Putrajaya	1	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	20	20	0.239	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-04	Putrajaya	2	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	13.3	13.3	0.277	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-05	Putrajaya	3	0	0	0.001	0	no flood report (JKM national table + scanned news); day not closed yet (11:25 MYT) — will recheck on next run	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	provisional	0.0171	0.8	0.8	0.306	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-03	Pulau Pinang	1	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	7.7	7.7	0.38	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-04	Pulau Pinang	2	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	30.1	30.1	0.52	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-05	Pulau Pinang	3	0	0	0.001	0	no flood report (JKM national table + scanned news); day not closed yet (11:25 MYT) — will recheck on next run	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	provisional	0.0171	0.3	0.3	0.474	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-03	Negeri Sembilan	1	0.001	0.001	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	12.6	20.1	0.046	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-04	Negeri Sembilan	2	0.001	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	12.9	22	0.071	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-05	Negeri Sembilan	3	0.001	0.001	0.001	0	no flood report (JKM national table + scanned news); day not closed yet (11:25 MYT) — will recheck on next run	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	provisional	0.0171	0.6	2.6	0.091	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-03	Melaka	1	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	20.9	21.7	0.173	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-04	Melaka	2	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	16.9	22	0.218	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-05	Melaka	3	0	0	0.001	0	no flood report (JKM national table + scanned news); day not closed yet (11:25 MYT) — will recheck on next run	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	provisional	0.0171	0.1	0.1	0.164	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-03	Pahang	1	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	5	11.9	0.248	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-04	Pahang	2	0	0.001	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	11.2	31.7	0.222	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-05	Pahang	3	0	0.001	0.001	0	no flood report (JKM national table + scanned news); day not closed yet (11:25 MYT) — will recheck on next run	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	provisional	0.0171	4.8	7.9	0.206	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-03	Terengganu	1	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	6.8	13.5	0.3	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-04	Terengganu	2	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	10.6	15.3	0.249	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-05	Terengganu	3	0	0.001	0.001	0	no flood report (JKM national table + scanned news); day not closed yet (11:25 MYT) — will recheck on next run	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	provisional	0.0171	6.8	10.5	0.237	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-03	Kelantan	1	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	4.6	13.9	0.232	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-04	Kelantan	2	0	0	0.001	1	JKM InfoBencana (direct fetch, view b=0) (snapshot 2026-11-05 11:04 MYT): PPS Gua Musang dibuka 04/11 (JKM) \| Berita Harian / Astro Awani / Kosmo (Gua Musang) (2026-11-04 MYT): Banjir Gua Musang, 1 PPS (BH/Awani/Kosmo) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Gua Musang, victims 22, opened 2026-11-04	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=0 https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1 https://www.bharian.com.my/berita/nasional/2026/11/1698797/1-pps-dibuka-di-gua-musang	verified	0.0171	19.4	38.1	0.182	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-05	Kelantan	3	0	0	0.001	1	JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Gua Musang, victims 22, opened 2026-11-04	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	5.5	11.2	0.158	alert_2026-11-02.csv	2026-11-05T11:25+08:00
2026-11-02	2026-11-03	Sabah	1	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	1.9	6.1	0.465	alert_2026-11-02.csv	2026-11-05T11:25+08:00

first 40 / 48 rows

all state-days this run wrote to the ledger (days 2-3 'pending') — kayitlar_2026-11-03.csv

ISSUE_DATE	VALID_DATE	STATE	LEAD	P_DAY1	P_LEAD	P_1_3	OBSERVED	EVIDENCE	SOURCE_URLS	STATUS	THRESHOLD	OBS_RAIN_MM	OBS_RAIN_POINT_MAX_MM	OBS_QQ2_MAX	FORECAST_FILE	CHECKED_AT
2026-11-03	2026-11-04	Perak	1	0.001	0.001	0.004	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	18.6	33.8	0.375	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-05	Perak	2	0.001	0.001	0.004	0	no flood report (JKM national table + scanned news); day not closed yet (11:27 MYT) — will recheck on next run	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	provisional	0.0171	2.3	5.6	0.392	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-06	Perak	3	0.001	0.001	0.004		day has not started yet (future) — NOT counted as no-flood		pending	0.0171				alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-04	Kedah	1	0.001	0.001	0.003	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	20.1	32.1	0.265	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-05	Kedah	2	0.001	0.001	0.003	0	no flood report (JKM national table + scanned news); day not closed yet (11:27 MYT) — will recheck on next run	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	provisional	0.0171	1.3	5.5	0.31	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-06	Kedah	3	0.001	0.001	0.003		day has not started yet (future) — NOT counted as no-flood		pending	0.0171				alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-04	Terengganu	1	0	0	0.002	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	10.6	15.3	0.249	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-05	Terengganu	2	0	0.001	0.002	0	no flood report (JKM national table + scanned news); day not closed yet (11:27 MYT) — will recheck on next run	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	provisional	0.0171	6.8	10.5	0.237	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-06	Terengganu	3	0	0.001	0.002		day has not started yet (future) — NOT counted as no-flood		pending	0.0171				alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-04	Johor	1	0	0	0.002	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	3.9	6.1	0.301	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-05	Johor	2	0	0.001	0.002	0	no flood report (JKM national table + scanned news); day not closed yet (11:27 MYT) — will recheck on next run	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	provisional	0.0171	3.8	8.8	0.295	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-06	Johor	3	0	0.001	0.002		day has not started yet (future) — NOT counted as no-flood		pending	0.0171				alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-04	Selangor	1	0	0	0.001	1	JKM InfoBencana (direct fetch, view b=0) (snapshot 2026-11-05 11:04 MYT): PPS banjir Shah Alam/Sungai Buloh masih aktif sepanjang 4/11 (JKM) \| The Star (2026-11-04 MYT): 306 victims di 3 PPS Sungai Buloh (The Star) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Kuala Selangor, victims 642, opened 2026-11-02 \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 4 open, Shah Alam, victims 441, opened 2026-11-02 \| GDACS FL 1104239 (Green, 2026-10-15..2026-11-04)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=0 https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1 https://www.gdacs.org/report.aspx?eventtype=FL&eventid=1104239 https://www.thestar.com.my/news/nation/2026/11/04/sungai-buloh-floods-306-victims-housed-at-three-pps	verified	0.0171	18.8	37.7	0.347	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-05	Selangor	2	0	0	0.001	1	JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Kuala Selangor, victims 642, opened 2026-11-02 \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 4 open, Shah Alam, victims 441, opened 2026-11-02	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	2	5.6	0.378	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-06	Selangor	3	0	0	0.001		day has not started yet (future) — NOT counted as no-flood		pending	0.0171				alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-04	Kuala Lumpur	1	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	6.7	6.7	0.223	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-05	Kuala Lumpur	2	0	0	0.001	0	no flood report (JKM national table + scanned news); day not closed yet (11:27 MYT) — will recheck on next run	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	provisional	0.0171	0.4	0.4	0.266	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-06	Kuala Lumpur	3	0	0	0.001		day has not started yet (future) — NOT counted as no-flood		pending	0.0171				alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-04	Perlis	1	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	18.8	23.1	0.15	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-05	Perlis	2	0	0	0.001	0	no flood report (JKM national table + scanned news); day not closed yet (11:27 MYT) — will recheck on next run	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	provisional	0.0171	2.1	3.7	0.183	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-06	Perlis	3	0	0.001	0.001		day has not started yet (future) — NOT counted as no-flood		pending	0.0171				alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-04	Pulau Pinang	1	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	30.1	30.1	0.52	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-05	Pulau Pinang	2	0	0	0.001	0	no flood report (JKM national table + scanned news); day not closed yet (11:27 MYT) — will recheck on next run	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	provisional	0.0171	0.3	0.3	0.474	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-06	Pulau Pinang	3	0	0	0.001		day has not started yet (future) — NOT counted as no-flood		pending	0.0171				alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-04	Negeri Sembilan	1	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	12.9	22	0.082	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-05	Negeri Sembilan	2	0	0	0.001	0	no flood report (JKM national table + scanned news); day not closed yet (11:27 MYT) — will recheck on next run	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	provisional	0.0171	0.6	2.6	0.091	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-06	Negeri Sembilan	3	0	0.001	0.001		day has not started yet (future) — NOT counted as no-flood		pending	0.0171				alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-04	Putrajaya	1	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	13.3	13.3	0.277	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-05	Putrajaya	2	0	0	0.001	0	no flood report (JKM national table + scanned news); day not closed yet (11:27 MYT) — will recheck on next run	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	provisional	0.0171	0.8	0.8	0.306	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-06	Putrajaya	3	0	0	0.001		day has not started yet (future) — NOT counted as no-flood		pending	0.0171				alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-04	Melaka	1	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	16.9	22	0.218	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-05	Melaka	2	0	0	0.001	0	no flood report (JKM national table + scanned news); day not closed yet (11:27 MYT) — will recheck on next run	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	provisional	0.0171	0.1	0.1	0.164	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-06	Melaka	3	0	0	0.001		day has not started yet (future) — NOT counted as no-flood		pending	0.0171				alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-04	Pahang	1	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	11.2	31.7	0.222	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-05	Pahang	2	0	0.001	0.001	0	no flood report (JKM national table + scanned news); day not closed yet (11:27 MYT) — will recheck on next run	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	provisional	0.0171	4.8	7.9	0.206	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-06	Pahang	3	0	0.001	0.001		day has not started yet (future) — NOT counted as no-flood		pending	0.0171				alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-04	Kelantan	1	0	0	0.001	1	JKM InfoBencana (direct fetch, view b=0) (snapshot 2026-11-05 11:04 MYT): PPS Gua Musang dibuka 04/11 (JKM) \| Berita Harian / Astro Awani / Kosmo (Gua Musang) (2026-11-04 MYT): Banjir Gua Musang, 1 PPS (BH/Awani/Kosmo) \| JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Gua Musang, victims 22, opened 2026-11-04	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=0 https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1 https://www.bharian.com.my/berita/nasional/2026/11/1698797/1-pps-dibuka-di-gua-musang	verified	0.0171	19.4	38.1	0.182	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-05	Kelantan	2	0	0.001	0.001	1	JKM InfoBencana (updated 2026-11-05T11:01:00+08:00): Banjir PPS 1 open, Gua Musang, victims 22, opened 2026-11-04	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	5.5	11.2	0.158	alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-06	Kelantan	3	0	0.001	0.001		day has not started yet (future) — NOT counted as no-flood		pending	0.0171				alert_2026-11-03.csv	2026-11-05T11:27+08:00
2026-11-03	2026-11-04	Sabah	1	0	0	0.001	0	no flood report (JKM national table + scanned news)	https://infobencanajkmv2.jkm.gov.my/landing/index.php?a=0&b=1	verified	0.0171	1.1	3.2	0.483	alert_2026-11-03.csv	2026-11-05T11:27+08:00

first 40 / 48 rows

+2 more tables (in the file list below)

Files

FILE	DESCRIPTION	BYTES	SHA256
10_dogrulama/dogrulama_2026-11-01.png	verification of yesterday's forecast: P(1 d) vs observed + operational reliability	155902	1b962d658533…
10_dogrulama/dogrulama_2026-11-01_gun1.csv	issue 2026-11-01 -> day 1 (2026-11-02): per state P(1 d), P(1-3 d), observed, evidence, Brier, outcome at threshold	3047	db49470e28c3…
10_dogrulama/dogrulama_2026-11-01_gun1.json	issue 2026-11-01 -> day 1 (2026-11-02): per state P(1 d), P(1-3 d), observed, evidence, Brier, outcome at threshold (JSON)	6077	3ad5d28d1b97…
10_dogrulama/dogrulama_2026-11-02.png	verification of yesterday's forecast: P(1 d) vs observed + operational reliability	157933	22a6f4cdb58a…
10_dogrulama/dogrulama_2026-11-02_gun1.csv	issue 2026-11-02 -> day 1 (2026-11-03): per state P(1 d), P(1-3 d), observed, evidence, Brier, outcome at threshold	2665	798887ab1a1f…
10_dogrulama/dogrulama_2026-11-02_gun1.json	issue 2026-11-02 -> day 1 (2026-11-03): per state P(1 d), P(1-3 d), observed, evidence, Brier, outcome at threshold (JSON)	5695	3581963d5339…
10_dogrulama/dogrulama_2026-11-03.png	verification of yesterday's forecast: P(1 d) vs observed + operational reliability	156566	452947825e32…
10_dogrulama/dogrulama_2026-11-03_gun1.csv	issue 2026-11-03 -> day 1 (2026-11-04): per state P(1 d), P(1-3 d), observed, evidence, Brier, outcome at threshold	2752	1c87bba36f1e…
10_dogrulama/dogrulama_2026-11-03_gun1.json	issue 2026-11-03 -> day 1 (2026-11-04): per state P(1 d), P(1-3 d), observed, evidence, Brier, outcome at threshold (JSON)	5780	5de9ac9155ba…
10_dogrulama/dogrulama_2026-11-04.png	verification of yesterday's forecast: P(1 d) vs observed + operational reliability	159330	e5967a727254…
10_dogrulama/dogrulama_2026-11-04_gun1.csv	issue 2026-11-04 -> day 1 (2026-11-05): per state P(1 d), P(1-3 d), observed, evidence, Brier, outcome at threshold	3164	6910ee94abf6…
10_dogrulama/dogrulama_2026-11-04_gun1.json	issue 2026-11-04 -> day 1 (2026-11-05): per state P(1 d), P(1-3 d), observed, evidence, Brier, outcome at threshold (JSON)	6192	722b097d95f0…
10_dogrulama/gozlem_baglami_2026-11-01.csv	issue day + 3 validity day: observed flood, Open-Meteo rainfall (MYT day, elapsed hours), GloFAS Q/Q2	9167	f27a2bde1c69…
10_dogrulama/gozlem_baglami_2026-11-01.json	issue day + 3 validity day: observed flood, Open-Meteo rainfall (MYT day, elapsed hours), GloFAS Q/Q2 (JSON)	18406	4f3d87f1de22…
10_dogrulama/gozlem_baglami_2026-11-02.csv	issue day + 3 validity day: observed flood, Open-Meteo rainfall (MYT day, elapsed hours), GloFAS Q/Q2	10164	a7ab464550ad…
10_dogrulama/gozlem_baglami_2026-11-02.json	issue day + 3 validity day: observed flood, Open-Meteo rainfall (MYT day, elapsed hours), GloFAS Q/Q2 (JSON)	19373	4dc22bee7735…
10_dogrulama/gozlem_baglami_2026-11-03.csv	issue day + 3 validity day: observed flood, Open-Meteo rainfall (MYT day, elapsed hours), GloFAS Q/Q2	9062	94d0642bd3ad…
10_dogrulama/gozlem_baglami_2026-11-03.json	issue day + 3 validity day: observed flood, Open-Meteo rainfall (MYT day, elapsed hours), GloFAS Q/Q2 (JSON)	18529	9cfdfc742fb9…
10_dogrulama/gozlem_baglami_2026-11-04.csv	issue day + 3 validity day: observed flood, Open-Meteo rainfall (MYT day, elapsed hours), GloFAS Q/Q2	8151	e4028dca0c86…
10_dogrulama/gozlem_baglami_2026-11-04.json	issue day + 3 validity day: observed flood, Open-Meteo rainfall (MYT day, elapsed hours), GloFAS Q/Q2 (JSON)	17876	8afeb20fbe20…
10_dogrulama/guvenilirlik_operasyonel.csv	operational log: P(1 d) reliability bins (Wilson 95%)	282	9e4acf7a482a…
10_dogrulama/guvenilirlik_operasyonel.json	operational log: P(1 d) reliability bins (Wilson 95%) (JSON)	827	8230c69f1044…
10_dogrulama/kayitlar_2026-11-01.csv	all state-days this run wrote to the ledger (days 2-3 'pending')	15456	4c62d3336d50…
10_dogrulama/kayitlar_2026-11-01.json	all state-days this run wrote to the ledger (days 2-3 'pending') (JSON)	30021	57a728c21769…
10_dogrulama/kayitlar_2026-11-02.csv	all state-days this run wrote to the ledger (days 2-3 'pending')	15165	fd88015eaf94…
10_dogrulama/kayitlar_2026-11-02.json	all state-days this run wrote to the ledger (days 2-3 'pending') (JSON)	29728	c207460e8c8b…
10_dogrulama/kayitlar_2026-11-03.csv	all state-days this run wrote to the ledger (days 2-3 'pending')	12849	68e613c0f9f3…
10_dogrulama/kayitlar_2026-11-03.json	all state-days this run wrote to the ledger (days 2-3 'pending') (JSON)	27666	854f2476843e…
10_dogrulama/kayitlar_2026-11-04.csv	all state-days this run wrote to the ledger (days 2-3 'pending')	10511	680e69e692c6…
10_dogrulama/kayitlar_2026-11-04.json	all state-days this run wrote to the ledger (days 2-3 'pending') (JSON)	25584	06ed6bc22af2…
10_dogrulama/kaynaklar_2026-11-01.json	every source checked: URL, fetch time, what it said	63203	04232e6a44e0…
10_dogrulama/kaynaklar_2026-11-02.json	every source checked: URL, fetch time, what it said	63750	71792a8506e4…
10_dogrulama/kaynaklar_2026-11-03.json	every source checked: URL, fetch time, what it said	63484	c97f4779ff94…
10_dogrulama/kaynaklar_2026-11-04.json	every source checked: URL, fetch time, what it said	63484	a8118d258b98…
10_dogrulama/operasyonel_skorlar.json	real-time forecast scores (from the ledger) — the 2020-2026 hindcast score is kept SEPARATE	4652	d79ba4757d34…
10_dogrulama/summary.json	section summary (status, numbers)	2434	026f2bc3b3df…
10_dogrulama/verif_log.csv	permanent verification log (CSV)	152212	8c0e86e56eed…
10_dogrulama/verif_log.json	permanent verification log (JSON)	315756	4874ec890b32…