ndvi
Datasets
All datasets matching “ndvi”geospatially_enriched_ndvi
Geospatially Enriched NDVI (16-Day Terra/MODIS)
This dataset transforms raw 16-day MODIS NDVI grids into a per-pixel time series enriched with hierarchical administrative boundaries. It covers every 0.1°×0.1° land pixel worldwide from 2000 onward and is partitioned for efficient bulk download and selective access.
Dataset Contents
Partitioned Parquet filesStored under:
ndvi/
├── year=YYYY/
│ ├── country=Netherlands/
│ │ └── data_0.parquet
│ └── country=India/
│ │ └──… See the full description on the dataset page: https://huggingface.co/datasets/svenmeijboom/geospatially_enriched_ndvi.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.brazil-ndvisentinel-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.NDVISample data - NDVI (total 10.7M rows, 87.1MB, 1 month)
start date: 2024-01-01
end date: 2024-01-31
resolution: resampled to 107m x 107m (raw file was 10m x 10m)
rows per parquet: up to ~1M
file size per parquet: up to 8.7MB
file size per GeoTiff: up to 26.2MB
file size per csv: up to 53.1MB
bbox: Hungary [16.1, 45.7, 22.9, 48.6]
Note:
due to the low resolution (107m x 107m), this data may not be suitable for crop/soil health level monitoring for small-scale farmers
this would be more… See the full description on the dataset page: https://huggingface.co/datasets/jaelin215/NDVI.sentinel_SAR_NDVI
Sentinel Sar Ndvi
This dataset provides real satellite imagery of agricultural fields, captured using the Sentinel-1 Synthetic Aperture Radar (SAR) and Sentinel-2 optical sensors from 2017 to 2024. It offers complementary radar and optical (RGB) data streams collected over natural field environments, enabling multi-modal analysis for land monitoring applications. The collection supports computer vision research requiring synchronized multi-sensor observations in real-world… See the full description on the dataset page: https://huggingface.co/datasets/Project-AgML/sentinel_SAR_NDVI.