datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
FloodNet_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.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.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.stgnn-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.flood-myths
Wheel of Heaven Flood-Myth Concordance
A comparative table of eleven ancient flood traditions — survivor, decreeing power, warner, cause, vessel, birds released, landing place, and aftermath — with links to the digitized source texts.
Records: 11 traditions
Columns / structure: tradition, source_text, approx_date, survivor, flood_decreed_by, warned_by, cause, vessel, birds_released, landing_place, aftermath, woh_library
Formats: CSV, JSON
License: CC0-1.0 (public domain)… See the full description on the dataset page: https://huggingface.co/datasets/wheelofheaven/flood-myths.flood-loss