datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
amfitrite-inland-waters-hab-sentinel2
Dataset Card for Amfitrite-Inland-Waters-HAB-Sentinel2
This dataset contains multispectral Sentinel-2 satellite imagery tiles focused on inland water bodies, classified by the severity of Harmful Algal Blooms (HABs).
It is designed to train Deep Learning models (like CNNs) for environmental monitoring.
Dataset Details
Dataset Description
Amfitrite-Inland-Waters-HAB-Sentinel2 is a specialized dataset designed for the detection and classification of… See the full description on the dataset page: https://huggingface.co/datasets/kostaspic/amfitrite-inland-waters-hab-sentinel2.sentinel-2-reanalysis-NDVI-EVI-TCG
Description
This dataset contains Sentinel-2 raw bands and reanalysis (NDVI, EVI, TCG) with valid pixel fractions per field.
Each parquet file contains multiple sunflower crop fields (identified as field_id).
Each field has 36 time stamps per year which is 10-day interval aggregation of the values of scaled and filtered bands and reanalysis.
Shape files of field polygons were loaded from Google Earth Engine (GEE) project assets.
Content
Country: Hungary
Fields: Sunflower… See the full description on the dataset page: https://huggingface.co/datasets/Delineeeee/sentinel-2-reanalysis-NDVI-EVI-TCG.sentinel-2-reanalysis-NDVI-EVI-TCG
Description
This dataset contains Sentinel-2 raw bands and reanalysis (NDVI, EVI, TCG) with valid pixel fractions per field.
Each parquet file contains multiple sunflower crop fields (identified as field_id).
Each field has 36 time stamps per year which is 10-day interval aggregation of the values of scaled and filtered bands and reanalysis.
Shape files of field polygons were loaded from Google Earth Engine (GEE) project assets.
Content
Country: Hungary
Fields: Sunflower… See the full description on the dataset page: https://huggingface.co/datasets/jaelin215/sentinel-2-reanalysis-NDVI-EVI-TCG.amfitrite-open-waters-hab-sentinel2
Dataset Card for Amfitrite-Open-Waters-HAB-Sentinel2
This dataset contains multispectral Sentinel-2 satellite imagery tiles focused on open water and coastal marine environments, classified by the potential presence of Harmful Algal Blooms (HABs).
It is designed to train Machine or Deep Learning models (like CNNs) for large-scale environmental monitoring and ocean anomaly detection.
Dataset Details
Dataset Description
Amfitrite-Open-Waters-HAB-Sentinel2 is a… See the full description on the dataset page: https://huggingface.co/datasets/kostaspic/amfitrite-open-waters-hab-sentinel2.sentinel-2-rgb-captionedGitHub: https://github.com/sshh12/terrain-diffusion
Source
COPERNICUS_S2_SR
Contains modified Copernicus Service information 2023
Captions
Generated using openai/clip-vit-large-patch14 on a fixed set of captions.
Data Processing
Pick region, filter for low clouds, get median over fixed timespan
Normalize RGB by min/max channel values
Generate captions for each tile using CLIP
Filter out tiles with black parts or overlap lines (automatically)
Manually pass to… See the full description on the dataset page: https://huggingface.co/datasets/sshh12/sentinel-2-rgb-captioned.sentinel2-lejepa-global-diverse-256
Sentinel-2 LeJEPA Preset-Biased (Small)
A small, preset-biased Sentinel-2 L2A chip dataset curated for self-supervised
pretraining of a LeJEPA ResNet-18 encoder.
Built as a reproducibility artifact for the
Sentinel Change Explorer
proof-of-concept foundation-model change-detection feature.
This is a proof of concept, not a general-purpose EO pretraining corpus. It
is intentionally tiny (~thousands of chips) and biased toward the five demo
AOIs the Sentinel Change Explorer app… See the full description on the dataset page: https://huggingface.co/datasets/falafel-hockey/sentinel2-lejepa-global-diverse-256.sentinel-2-forest-browning-monitoring-app-storageHP-Landsat5789-Sentinel2sentinel2-patchessentinel2-cloud-removal-tegsentinel2dataSentinel-2_data_for_CH4atlantic-sentinel2-forest-segmentation
Atlantic Forest Sentinel-2 Forest Segmentation Dataset
Dataset Description
This dataset contains satellite images from the Atlantic Forest biome (Mata Atlântica) for semantic segmentation of forested areas. The images were extracted from Sentinel-2 Level 2A satellite imagery and converted to GeoTIFF format to preserve all four spectral bands.
Source
Original Source: Zenodo
Paper: Bragagnolo, L., da Silva, R.V., & Grzybowski, J.M.V. (2021). Amazon and Atlantic… See the full description on the dataset page: https://huggingface.co/datasets/NickBurns/atlantic-sentinel2-forest-segmentation.sentinel2_arc_of-deforestation_resolution_10m
Sentinel-2 Deforestation Dataset
Overview
This dataset contains Sentinel-2 satellite imagery used for deforestation detection and land cover analysis. Each file represents a monthly composite in GeoTIFF format. the chosen land is Arc deforestation in the Amazon forest
Data Structure
Resolution: 10m
Format: GeoTIFF (.tif)
Temporal range: 2015–2016
Size per file: ~7kB to ~2GB
Purpose
Designed for training machine learning and deep learning models for:
Notes
Each file corresponds to… See the full description on the dataset page: https://huggingface.co/datasets/itskaouther/sentinel2_arc_of-deforestation_resolution_10m.amazon-sentinel2-forest-segmentation
Amazon Sentinel-2 Forest Segmentation Dataset
Dataset Description
This dataset contains satellite images from the Amazon biome for semantic segmentation of forested areas. The images were extracted from Sentinel-2 Level 2A satellite imagery and converted to GeoTIFF format to preserve all four spectral bands.
Source
Original Source: Zenodo
Paper: Bragagnolo, L., da Silva, R.V., & Grzybowski, J.M.V. (2021). Amazon and Atlantic Forest image datasets for semantic… See the full description on the dataset page: https://huggingface.co/datasets/NickBurns/amazon-sentinel2-forest-segmentation.sentinel2_Haiphongcity_2025TheFalcon360-Qatar-Sentinel2
The Falcon 360° Bahrain Sentinel-2 Dataset
Dataset Summary
The Falcon 360° Bahrain Sentinel-2 Dataset is an AI-ready satellite imagery dataset created for computer vision and deep learning applications.
The dataset contains RGB satellite image patches generated from Sentinel-2 Level-2A imagery covering Bahrain.
Creator
Author:
Walaa Ali H. Jumiawi
Organization:
The Falcon 360°
Website:
https://thefalcon360.com
ORCID:… See the full description on the dataset page: https://huggingface.co/datasets/TheFalcon360/TheFalcon360-Qatar-Sentinel2.India_balanced_3lacPerClass_sentinel2Sentinel2-Turkey-VLMus-coal-power-emissions-sentinel2sentinel2-matching-pairs
Sentinel-2 Matching Pairs (sample)
Submission-sized sample of multi-temporal / seasonal satellite image pairs
for the DS internship Task 2 (image matching).
Field
Value
Sample pairs in this repo
20
Full local dataset
920 pairs
Sources in sample
api_crops (8), oscd (6), ukraine (6)
Layout
pairs.jsonl # index
manifest.json # counts + notes
api_crops/.../t0.png # seasonal Ukraine Sentinel Hub crops
api_crops/.../t1.png… See the full description on the dataset page: https://huggingface.co/datasets/ra1nbowdash/sentinel2-matching-pairs.Sentinel2RGBNorway
Attribution
This dataset uses data from GeoNorge (© Kartverket), licensed underCreative Commons Attribution 4.0 International (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
Usage of this dataset should include reference to: "Copernicus Sentinel-2 data (2018)/prosessert av Statens Kartverk"
Changes made
This dataset has been heavily modified by:
cropping satellite tiles
applying gamma correction
resizing to 256×256
applying additional preprocessing (filtering)
landslide-sentinel2-vlmTheFalcon360-Bahrain-Sentinel2
The Falcon 360° Bahrain Sentinel-2 Dataset
Dataset Summary
The Falcon 360° Bahrain Sentinel-2 Dataset is an AI-ready satellite imagery dataset created for computer vision and deep learning applications.
The dataset contains RGB satellite image patches generated from Sentinel-2 Level-2A imagery covering Bahrain.
Creator
Author:
Walaa Ali H. Jumiawi
Organization:
The Falcon 360°
Website:
https://thefalcon360.com
ORCID:… See the full description on the dataset page: https://huggingface.co/datasets/TheFalcon360/TheFalcon360-Bahrain-Sentinel2.Sentinel2_arc_of_deforestion_csv_Datafireedge-sentinel2-wildfirefireguard-sentinel2-wildfire-precursorSentinel2-Malatya-VLMamazon-sentinel2-forest-segmentation
Amazon Sentinel-2 Forest Segmentation Dataset
Dataset Description
This dataset contains satellite images from the Amazon biome for semantic segmentation of forested areas. The images were extracted from Sentinel-2 Level 2A satellite imagery and converted to GeoTIFF format to preserve all four spectral bands.
Source
Original Source: Zenodo
Paper: Bragagnolo, L., da Silva, R.V., & Grzybowski, J.M.V. (2021). Amazon and Atlantic Forest image datasets for semantic… See the full description on the dataset page: https://huggingface.co/datasets/IsuruDiIshan/amazon-sentinel2-forest-segmentation.Sentinel2_arc_of_deforestion
Sentinel-2 Deforestation Dataset
Overview
This dataset contains Sentinel-2 satellite imagery used for deforestation detection and land cover analysis. Each file represents a monthly composite in GeoTIFF format.
the chosen land is Arc deforestation in the Amazon forest
Data Structure
Resolution: 30m
Format: GeoTIFF (.tif)
Temporal range: 2015–2022
Size per file: ~7kB to ~2GB
Purpose
Designed for training machine learning and deep… See the full description on the dataset page: https://huggingface.co/datasets/itskaouther/Sentinel2_arc_of_deforestion.