https://github.com/13wejay/gpm-imergdl-v7-downloader-and-extractor-v1.0
Download, extract, and plot GPM IMERGDL V7 data for a specified date range and area.
https://github.com/13wejay/gpm-imergdl-v7-downloader-and-extractor-v1.0
Last synced: 3 months ago
JSON representation
Download, extract, and plot GPM IMERGDL V7 data for a specified date range and area.
- Host: GitHub
- URL: https://github.com/13wejay/gpm-imergdl-v7-downloader-and-extractor-v1.0
- Owner: 13wejay
- License: mit
- Created: 2025-03-17T06:52:53.000Z (3 months ago)
- Default Branch: main
- Last Pushed: 2025-03-17T08:06:39.000Z (3 months ago)
- Last Synced: 2025-03-17T08:32:44.462Z (3 months ago)
- Language: Python
- Size: 32.2 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# IMERG Data Downloader & Extractor
https://gpm-imergdl-v7-de.streamlit.app/
This repository contains a Python-based tool for downloading and extracting GPM IMERG V07 precipitation data using OPeNDAP, Streamlit, and shapefile-based area selection. It supports NASA Earthdata authentication and CSV coordinate-based data extraction.
## Features
- 📥 **Download IMERG V07 Data**: Retrieve subsetted precipitation data using OPeNDAP.
- 📌 **Shapefile-Based Area Selection**: Clip IMERG data to a specific region.
- ⚡ **Multi-Threaded Downloading**: Speeds up the process.
- 🔍 **CSV Coordinate Extraction**: Extracts precipitation values based on provided CSV points.
- 📊 **Formatted Excel Output**: Saves data in a structured multi-row format.
- 🖥 **Streamlit UI**: Provides a user-friendly interface.
## Installation
Ensure you have Python 3.10+ installed, then clone this repository:
```bash
git clone https://github.com/yourusername/IMERG-Downloader.git
cd IMERG-Downloader
```
Create a virtual environment and install dependencies:
```bash
python -m venv venv
source venv/bin/activate # On Windows use: venv\Scripts\activate
pip install -r requirements.txt
```
## Usage
Run the Streamlit app:
```bash
streamlit run app.py
```
### Required Inputs
- **NASA Earthdata credentials** (set up in `.env` or Streamlit UI)
- **Shapefile** defining the region of interest
- **CSV file** with coordinates for data extraction
## Output
- **Extracted Excel file** with multi-row headers (ID, Lon, Lat, Date, Precipitation)
- **Clipped IMERG precipitation plots** with shapefile overlay
## Troubleshooting
If you encounter dependency issues, ensure the following packages are installed:
```bash
pip install xarray netCDF4 h5netcdf requests pandas geopandas numpy streamlit
```
## License
This project is licensed under the MIT License.
## Contributing
Pull requests are welcome! For major changes, open an issue first to discuss your ideas.
## Acknowledgments
- **NASA GPM IMERG** dataset
- **Streamlit** for deployment support
- **xarray & geopandas** for geospatial data handling