---
license: cc
tags:
- remote-sensing
- soil
- agriculture
- gis
- ukraine
- spectroscopy
- geospatial
pretty_name: Open Soil Nutrient Dataset – Ukraine (2000–2020)
---
# Open Soil Nutrient Dataset – Ukraine (2000, 2010, 2020)

**Maintainer:** [Siora](https://siora.ai)  
**License:** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)  
**DOI:** [10.5281/zenodo.16889567](https://doi.org/10.5281/zenodo.16889567)  

## Overview
This repository hosts the open soil nutrient dataset for Ukraine, prepared by Siora.  
It contains 15 archives, each providing a nutrient map in GeoTIFF format with previews, metadata, and documentation.  
Spatial resolution: ~250 m  
Coverage: years 2000, 2010, 2020  
Variables: **Nitrogen (N), Phosphorus (P), Potassium (K), Organic Carbon (OC), and pH**  

## Contents
Each ZIP archive includes:
- Single-band GeoTIFF (`.tif`)  
- Heatmap + thumbnail (`.png`)  
- `README.md` (nutrient-specific details)  
- `metadata.json` (technical metadata)  
- `LICENSE.txt` (CC-BY 4.0)  


## Citation
Please cite as:
Siora (2025). Open Soil Nutrient Dataset – Ukraine (2000, 2010, 2020). Zenodo. https://doi.org/10.5281/zenodo.16889567
Contact
Visit siora.ai or email contact@siora.ai for questions or custom analysis.

## Example usage
```python
import rasterio
import matplotlib.pyplot as plt

# Example: Ukraine 2000 Nitrogen (after unzipping)
dataset = rasterio.open("ukraine_2000_nitrogen.tif")
plt.imshow(dataset.read(1), cmap="viridis")
plt.title("Ukraine 2000 – Nitrogen (mg/kg)")
plt.colorbar(label="mg/kg")
plt.show()