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# 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**
1. **Irrigation Label**
- `0`: No irrigation/Others
- `1`: Flood
- `2`: Sprinkler
- `3`: Drip
2. **Land Use**
- `1`: Agricultural Farmland
- `0`: Otherwise
3. **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](https://huggingface.co/Nibir/IrrMap).
For further details and updates, visit the dataset repository on Hugging Face.
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