datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
flood-mappinglk-dmc-river-water-level-and-flood-warnings-chunkslk-dmc-river-water-level-and-flood-warnings-docsFloodNet_2021-Track_2_Dataset_HF
FloodNet: High Resolution Aerial Imagery Dataset for Post-Flood Scene Understanding
This is the HF-hosted version of FloodNet.
The FloodNet 2021: A High Resolution Aerial Imagery Dataset for Post-Flood Scene Understanding provides high-resolution UAS imageries with detailed semantic annotation regarding the damages. To advance the damage assessment process for post-disaster scenarios, the authors of the dataset presented a unique challenge considering classification, semantic… See the full description on the dataset page: https://huggingface.co/datasets/takara-ai/FloodNet_2021-Track_2_Dataset_HF.FSCM_Flood_nerfflash-flood-benchmark-data
TORRENT — CONUS Flash-Flood Benchmark (L1–L3), agent-friendly
Traceable, Observation-constrained, Rapid-Response, Episode–gauge–watershed
Network of Testbeds: reproducible flash-flood testbeds for hydrological-response
analysis and model intercomparison. This mirror carries the paper-matched
v1.0 release (companion paper: TORRENT, Earth System Science Data).
Archive of record (v1.0): https://doi.org/10.5281/zenodo.22118051
(concept DOI, always the latest version:… See the full description on the dataset page: https://huggingface.co/datasets/skyan1002/flash-flood-benchmark-data.floodpulse-sft-v1
FloodPulse SFT
Temporal Sentinel-2 pairs for flood-relevant events. MNDWI water masks on pre/post scenes define new inundation (water gained); tiles get a caption and optional grounding rows for inundation regions.
Record counts (this build)
Split
JSONL lines
train
263
validation
31
test
0
total
294
Tiles processed (caption rows ≈ this; grounding rows added when regions exist): 189.
Inputs
Events: JSON/CSV with event_id, lat, lon… See the full description on the dataset page: https://huggingface.co/datasets/NuTonic/floodpulse-sft-v1.FSCM_Flood_playgroundnepal_flood_2026
Nepal Flood 2026, Upper Trishuli and Bhote Koshi Corridor
Building inventory for the 26 August 2026 flash flood on the Nepal-China border.
AOI: 1 km buffer around the Bhote Koshi and Trishuli river centrelines, 132.93 km² across Nuwakot and Rasuwa districts. Tasking Manager project 62904.
Contents
upperstream/buildings.geojson (+ .parquet): 13,663 footprints
upperstream/building_density_h3_r8.geojson (+ .parquet): buildings per H3 res 8 cell (~0.7 km²)… See the full description on the dataset page: https://huggingface.co/datasets/hotosm/nepal_flood_2026.flood-detection-pair-colombia
flood-detection-pair-colombia
110 paired Sentinel-2 satellite tile samples (4 PNGs per row) labeled for flood detection across 9 documented flood events in Colombia. Built for fine-tuning a small vision-language model that runs on a satellite or community ground station — see the humaid project.
What's in each sample
Each row in flood_train.jsonl / flood_eval.jsonl is a 4-image vlm_sft example. The user message contains four image content blocks (in this order) followed… See the full description on the dataset page: https://huggingface.co/datasets/jpmarindiaz/flood-detection-pair-colombia.FSCM_Flood_Kittistgnn-rs-floods-2024
STGNN Flood Dataset — 2024 Rio Grande do Sul (Guaíba/Patos basin)
A spatio-temporal, graph-structured dataset for modelling the May 2024 floods in
Rio Grande do Sul, Brazil. Nodes are hydrotelemetric stations of the Brazilian
National Water Agency (ANA) in the Guaíba/Lagoa dos Patos basin; directed edges
encode downstream river flow derived from the official ANA Base Hidrográfica
Ottocodificada (BHO 2017). Each node carries an hourly multivariate time series
(level, rainfall… See the full description on the dataset page: https://huggingface.co/datasets/AGL10722-STGNN/stgnn-rs-floods-2024.fema-nfip-flood-insurance-claims
FEMA NFIP Redacted Claims v3 — free sample
This free 1,000-row sample spans all 49 loss years 1978–2026. The complete
ClarityStorm snapshot
contains 2,725,989 records through 2026-09-07, as of 2026-09-08, in CSV
and Parquet for $99 once. Future updates are not included. The underlying
FEMA source is free.
All 84 agency fields are preserved, plus total_paid_nominal, payment_status and
coordinate_status. Native camelCase names replace the old schema. The sample
selects evenly… See the full description on the dataset page: https://huggingface.co/datasets/claritystorm/fema-nfip-flood-insurance-claims.africa-madagascar-fao-eve-global-flood-monitoring-system-0455437d
FAO EVE Global Flood Monitoring System | Africa (Madagascar official open data)
32,656 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: FAO EVE Global Flood Monitoring System… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-fao-eve-global-flood-monitoring-system-0455437d.africa-madagascar-fao-eve-global-flood-monitoring-system-78c826e3
FAO EVE Global Flood Monitoring System | Africa (Madagascar official open data)
49,880 rows - 1 Africa country - 2025-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: FAO EVE Global Flood Monitoring System… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-fao-eve-global-flood-monitoring-system-78c826e3.africa-madagascar-fao-eve-global-flood-monitoring-system-e0873fd8
FAO EVE Global Flood Monitoring System | Africa (Madagascar official open data)
25,672 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: FAO EVE Global Flood Monitoring System… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-fao-eve-global-flood-monitoring-system-e0873fd8.africa-namibia-fao-eve-global-flood-monitoring-system-8d228e9b
FAO EVE Global Flood Monitoring System | Africa (Namibia official open data)
21,008 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Namibia as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: FAO EVE Global Flood Monitoring System… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-namibia-fao-eve-global-flood-monitoring-system-8d228e9b.africa-namibia-fao-eve-global-flood-monitoring-system-c4d77f4a
FAO EVE Global Flood Monitoring System | Africa (Namibia official open data)
24,368 rows - 1 Africa country - 2025-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Namibia as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: FAO EVE Global Flood Monitoring System… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-namibia-fao-eve-global-flood-monitoring-system-c4d77f4a.africa-drc-flood-hazard-data-for-disaster-risk-assessment-selected-co-0de3e376
Flood: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (DRC official open data)
1,990 rows - 1 Africa country - 2000-2018 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Flood: Hazard Data for… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-flood-hazard-data-for-disaster-risk-assessment-selected-co-0de3e376.africa-synth-displacement-flooding-displacement-health-all
Flooding & Displacement Health | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: climate_environment - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-displacement-flooding-displacement-health-all.africa-madagascar-fao-eve-global-flood-monitoring-system-d4465b63
FAO EVE Global Flood Monitoring System | Africa (Madagascar official open data)
18,184 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: FAO EVE Global Flood Monitoring System… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-fao-eve-global-flood-monitoring-system-d4465b63.africa-madagascar-fao-eve-global-flood-monitoring-system-1d2247ee
FAO EVE Global Flood Monitoring System | Africa (Madagascar official open data)
6,664 rows - 1 Africa country - 2025-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: FAO EVE Global Flood Monitoring System… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-fao-eve-global-flood-monitoring-system-1d2247ee.africa-madagascar-fao-eve-global-flood-monitoring-system-90d524bd
FAO EVE Global Flood Monitoring System | Africa (Madagascar official open data)
21,552 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: FAO EVE Global Flood Monitoring System… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-fao-eve-global-flood-monitoring-system-90d524bd.africa-namibia-fao-eve-global-flood-monitoring-system-3fc3386c
FAO EVE Global Flood Monitoring System | Africa (Namibia official open data)
53,864 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Namibia as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: FAO EVE Global Flood Monitoring System… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-namibia-fao-eve-global-flood-monitoring-system-3fc3386c.d2p_dataset
The D2P dataset
The D2P dataset is a dataset based on the Depth2Pose monocular depth estimation benchmark, a pose-based evaluation of MDEs without ground-truth depth. The dataset contains challenging scenes beyond the distribution of common training data, together with a simple and extensible evaluation framework, presented on the github page. The scenes are divided into two categories: statues and vegetation. Undistorted images and reconstructions in standard colmap format is… See the full description on the dataset page: https://huggingface.co/datasets/floodgab/d2p_dataset.africa-drc-flood-hazard-data-for-disaster-risk-assessment-selected-co-62c715b3
Flood: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (DRC official open data)
179,199 rows - 1 Africa country - 2000-2018 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Flood: Hazard Data for… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-flood-hazard-data-for-disaster-risk-assessment-selected-co-62c715b3.africa-madagascar-fao-eve-global-flood-monitoring-system-62a912cd
FAO EVE Global Flood Monitoring System | Africa (Madagascar official open data)
28,912 rows - 1 Africa country - 2025-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: FAO EVE Global Flood Monitoring System… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-fao-eve-global-flood-monitoring-system-62a912cd.africa-madagascar-fao-eve-global-flood-monitoring-system-6ced6ef7
FAO EVE Global Flood Monitoring System | Africa (Madagascar official open data)
32,152 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: FAO EVE Global Flood Monitoring System… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-fao-eve-global-flood-monitoring-system-6ced6ef7.africa-synth-flooding-extreme-weather-trauma-all
Extreme Weather & Trauma (SSA) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: climate_environment - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-flooding-extreme-weather-trauma-all.africa-drc-flood-hazard-data-for-disaster-risk-assessment-selected-co-ef0c0148
Flood: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (DRC official open data)
18,506 rows - 1 Africa country - 2000-2018 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Flood: Hazard Data for… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-flood-hazard-data-for-disaster-risk-assessment-selected-co-ef0c0148.