| # 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. | |