{"name": "RAM - Rainfall Analysis Malawi", "package_name": "RAM", "description": "Rainfall extraction, mapping, SPI/RAI/PCI indices, and trend analysis for Malawi using CHIRPS data via Google Earth Engine.", "about": "Extracts CHIRPS rainfall for a point or an AOI (district/custom polygon loaded from a user shapefile/GeoPackage) via the Google Earth Engine Python API. Exports point time series to CSV, and loads AOI rainfall directly as a raster layer in the QGIS map canvas (with an optional Google Drive export for AOIs too large for direct download). Computes SPI (1/3/6/12), RAI, and PCI, and runs Mann-Kendall/Sen's-slope trend analysis. Also accepts a user-supplied CSV of ground-station monthly rainfall for side-by-side comparison with CHIRPS.", "homepage": "https://github.com/Mussaomar/RAM-Rainfall-Analysis-Malawi-RAM-", "repository": "https://github.com/Mussaomar/RAM-Rainfall-Analysis-Malawi-RAM-", "tracker": "https://github.com/Mussaomar/RAM-Rainfall-Analysis-Malawi-RAM-/issues", "author": "Mussa Umali", "tags": ["drought", "chirps", "pci", "rainfall", "climate", "google earth engine", "spi", "mann-kendall", "ram", "malawi", "rai"], "downloads": 17, "latest_version": "0.3.0", "versions": [{"version": "0.3.0", "experimental": false, "qgis_min": "3.16.0", "qgis_max": "3.99.0", "downloads": 17, "uploaded_by": "mussaumali", "upload_datetime": "2026-07-19T19:17:26.165766"}]}