multitemporal
multi-temporal-crop-classification
Dataset Card for Multi-Temporal Crop Classification
Dataset Summary
This dataset contains temporal Harmonized Landsat-Sentinel imagery of diverse land cover and crop type classes across the Contiguous United States for the year 2022. The target labels are derived from USDA's Crop Data Layer (CDL). It's primary purpose is for training segmentation geospatial machine learning models.
Dataset Structure
TIFF Files
Each tiff file covers a… See the full description on the dataset page: https://huggingface.co/datasets/ibm-nasa-geospatial/multi-temporal-crop-classification.multi-temporal-hotspot-datasetDataset for RAPID WILDFIRE HOTSPOT DETECTION USING SELF-SUPERVISED LEARNING ON TEMPORAL REMOTE SENSING DATA
Repository: https://github.com/links-ads/igarss-multi-temporal-hotspot-detection
Paper: https://arxiv.org/abs/2405.20093
Dataset Structure
The main dataset used in the paper comprises the following inputs:
Suffix
Description
Format
x
Longitude (EPSG:4326)
float
y
Latitude (EPSG:4326)
float
point_id
Pixel id of the AOI
int
class
Hotspot (1), No hotspot (0)… See the full description on the dataset page: https://huggingface.co/datasets/links-ads/multi-temporal-hotspot-dataset.MultitemporalSatellite_BSGSNC
STCo dataset
This repository contains 179,212 satellite image tiles from 2010 through 2020.
The single train split can be filtered with the year column. Images are embedded
in the Parquet shards and exposed as a Hugging Face Image feature.
The metadata columns 2010 through 2020 are lists of float32 values. The column
matching the image's own year is null because that column is absent from the source
CSV. neighbours is stored as a list of image file names. Shards contain at most… See the full description on the dataset page: https://huggingface.co/datasets/Jiangyutian/MultitemporalSatellite_BSGSNC.Christchurch_Sentinel_2_Multitemporal_18_band_Dataset_for_Prithvi_Demo