{"name": "Terranova", "package_name": "terranova", "description": "Earth-observation toolkit for QGIS: STAC search, classical + deep-learning classification, time-series change detection.", "about": "Terranova is an open-source QGIS plugin for modern Earth observation: STAC catalogue search and Cloud-Optimised-GeoTIFF download from Planetary Computer / Earth Search / Copernicus Data Space, an embedded interactive map for picking areas of interest and inspecting scene footprints, classical and deep-learning classification, accuracy assessment with PDF and Excel reports, and per-pixel time-series change detection. It offers native Qt dialogs plus a modern React dock panel via QtWebEngine. Requires QGIS 4.0 or newer (built on PyQt6); it is not supported on the QGIS 3.x / PyQt5 series.\nExternal dependencies (NOT bundled with QGIS): the core features need the Python packages pystac-client, odc-stac, rasterio, rioxarray, scikit-learn and reportlab; the LightGBM and XGBoost classifiers additionally need lightgbm and xgboost; Excel export needs openpyxl; the optional Beta deep-learning features (Prithvi / Clay fine-tuning, SAM segmentation) further require torch, terratorch and segment-geospatial. Install them into the QGIS Python environment \u2014 on Windows use the OSGeo4W Shell, e.g. \"pip install pystac-client odc-stac rasterio rioxarray scikit-learn reportlab openpyxl\". Full per-platform instructions are in the repository README. Any feature whose dependency is missing reports a clear message instead of crashing. Licensed under GPL-3.0-or-later.", "homepage": "https://github.com/TerranovaEO/terranova", "repository": "https://github.com/TerranovaEO/terranova", "tracker": "https://github.com/TerranovaEO/terranova/issues", "author": "Cole Battell, Arne de Klerk", "tags": ["landsat", "time series", "classification", "remote sensing", "sentinel", "change detection", "machine learning", "deep learning", "stac", "segment anything", "prithvi"], "downloads": 112, "latest_version": "1.0.3", "versions": [{"version": "1.0.3", "experimental": false, "qgis_min": "4.0.0", "qgis_max": "4.99.0", "downloads": 112, "uploaded_by": null, "upload_datetime": "2026-06-04T15:25:11.532194"}]}