IrrMap Dataset

Overview

The IrrMap dataset provides labeled geospatial data in the form of 224x224 pixel patches in GeoTIFF format. This dataset is intended for airrigation mapping.

Dataset Details

LandSat and Sentinel contain satellite imagery. Each labeled GeoTIFF file (LandSat_Label.zip and Sentinel_Label.zip) contains three bands representing different types of land-use and irrigation data:

Band Descriptions

Irrigation Label
- 0: No irrigation/Others
- 1: Flood
- 2: Sprinkler
- 3: Drip
Land Use
- 1: Agricultural Farmland
- 0: Otherwise
Crop Groups
- 0: Crop Information Not Available
- 1: Alfalfa
- 2: Cereals
- 3: Cover Crop
- 4: Fibres
- 5: Fruits
- 6: Grass
- 7: Green House
- 8: Herb Group
- 9: Horticulture
- 10: Nursery
- 11: Nuts
- 12: Oil-bearing crop
- 13: Orchard
- 14: Pulses
- 15: Roots and Tubers
- 16: Shrub plants
- 17: Sugar Crops
- 18: UNK (Unknown)
- 19: Vegetables
- 20: Vineyard

Usage

The dataset can be used for:

Irrigation classification: Identifying irrigation methods from remote sensing images.
Land use analysis: Distinguishing agricultural farmland from other land types.
Crop type classification: Mapping various crop types for precision agriculture.

File Format

Format: GeoTIFF
Resolution: 224x224 pixels per patch
Bands: 3 (Irrigation Label, Land Use, Crop Groups)

Citation

If you use this dataset, please cite the original source from Hugging Face.

For further details and updates, visit the dataset repository on Hugging Face.