{"name": "GEE Time Series Analyzer & Classifier", "package_name": "gee_timeseries_analyzer", "description": "Spectra, Sentinel-1/-2 and Landsat time series, and supervised crop classification with Google Earth Engine, directly in QGIS.", "about": "A dock with four sections. Spectra: surface-reflectance spectra of points and polygons from the Sentinel-2 and Landsat 8/9 image closest to a chosen date (worldwide, cloud-aware), and from local Sentinel-2 L2A scenes (.SAFE / .SAFE.zip, offline). Time series: Sentinel-1 VV/VH backscatter (ascending and descending), Sentinel-2 and Landsat 8/9 optical indices (NDVI, EVI, SAVI, NDWI, NDMI) for polygons drawn on the map, imported from any layer or file, clicked on a field layer or loaded from a GEE table asset; combined, per-polygon and comparison charts, monthly Sentinel-2 composites as map layers, CSV / PNG export. Classification: supervised crop classification (Random Forest, gradient tree boosting, CART) from Sentinel-1/-2 time-series composites, in Earth Engine or offline with scikit-learn; accuracy assessment with HTML report, spatial cross-validation, training checks, field-level results, crop rotation analysis, tree viewer; models are saved and can be applied to other years. Export imagery: composites and time-series feature stacks as GeoTIFF. Also available as Processing algorithms. Requires the \"Google Earth Engine\" QGIS plugin (provides earthengine-api and the sign-in) and a Google Cloud project registered for Earth Engine; pandas and matplotlib (bundled with QGIS on Windows); scikit-learn only for the offline classification.", "homepage": "https://github.com/franz-geoeco/gee-timeseries-analyzer-classifier", "repository": "https://github.com/franz-geoeco/gee-timeseries-analyzer-classifier", "tracker": "https://github.com/franz-geoeco/gee-timeseries-analyzer-classifier/issues", "author": "Franz Schulze", "tags": ["earth engine", "gee", "classification", "random forest", "crop mapping", "sentinel-1", "sentinel-2", "landsat", "ndvi", "time series", "sar", "remote sensing", "agriculture", "fields", "charts", "processing"], "downloads": 29, "latest_version": "1.13.1", "versions": [{"version": "1.13.1", "experimental": true, "qgis_min": "3.22.0", "qgis_max": "3.99.0", "downloads": 29, "uploaded_by": "franz-geoeco", "upload_datetime": "2026-11-04T07:11:10.243373"}]}