{"name": "Geomaticape Tools", "package_name": "Geomaticape", "description": "Landsat C2 L1/L2, Sentinel-2, CBERS-04A, MODIS 09/11/12/13 scale factor per product independently, PCA, spectral indices, supervised + unsupervised classification, band extraction, vector geoprocessing, zonal statistics and multi-point sampling", "about": "GeomaticaPE is a QGIS plugin developed by Geomatica Ambiental to automate\r\npreprocessing and analysis of multispectral satellite imagery and to\r\nsupport common geoprocessing tasks.\r\n\r\nTools organized into 7 groups:\r\n\r\n[Conversion]\r\n- Factor Escala LandSat C2 L1 (SR + LST + PAN)\r\n- Factor escala Landsat C2 L2 (SR + LST)\r\n- Factor de escala Sentinel-2 L1C (10m)\r\n- Factor de escala Sentinel-2 L2A (10m)\r\n- Factor escala MODIS 09 (Reflectancia Superficial)\r\n- Factor escala MODIS 11 (LST C)\r\n- Factor escala MODIS 12 (Cobertura del Suelo)\r\n- Factor escala MODIS 13 (NDVI / EVI)\r\n\r\n[Procesamiento]\r\n- ACP Multiespectral (cualquier satelite)\r\n- CBERS-04A Pansharpening Brovey 2m\r\n- Clasificacion no supervisada (K-Means / GMM / ISODATA / Birch)\r\n- Clasificacion supervisada y validacion\r\n- Definir celdas nulas\r\n- Extraer bandas de imagenes multiespectrales\r\n- Firma espectral (Landsat 5/7/8/9 / Sentinel-2 / ASTER)\r\n- Indices espectrales (NDVI, SAVI, EVI, NDWI, NBR, NDSI...)\r\n- Mosaico de imagenes\r\n- Reproyectar raster\r\n- Tasseled Cap (Brightness / Greenness / Wetness)\r\n\r\n[PostProcesamiento]\r\n- Clasificar raster por rangos\r\n- Reclasificar raster (remapeo de valores)\r\n- Reporte clasificacion vectorial (area y graficos)\r\n- Reporte de clasificacion raster (area, porcentaje, estadisticas)\r\n\r\n[Geoprocesamiento]\r\n- Calcular angulo de poligono\r\n- Crear poligonos a partir de tabla\r\n- Estadistica zonal raster (Excel/CSV)\r\n- Extraer valores puntuales de multiples raster\r\n- Poligono superpuesto propio\r\n- Secciones transversales\r\n\r\n[Descarga GEE]\r\n- Descargar imagenes Landsat / Sentinel-2\r\n- Descargar indices espectrales (GEE)\r\n- Firma espectral profesional (GEE)\r\n\r\n[MDE]\r\n- Descargar MDE\r\n- Generar curvas de nivel intermedias\r\n- Generar elevaciones puntuales\r\n\r\n\r\n\r\nCOMPATIBILITY:\r\n- Qt5 (PyQt5) and Qt6 (PyQt6) via qgis.PyQt compatibility layer\r\n- QGIS 3.28 to 4.99\r\n\r\nREQUIREMENTS - Python modules bundled with QGIS (no installation needed):\r\n- numpy           (all tools)\r\n- GDAL / osgeo    (all tools)\r\n- matplotlib      (QGIS LTR 3.22+; supervised_classification, pca_satellite)\r\n\r\nREQUIREMENTS - External modules NOT bundled with QGIS (must install):\r\n- scikit-learn    REQUIRED by: Unsupervised Classification (KMeans,\r\nMiniBatchKMeans, GaussianMixture, Birch, StandardScaler),\r\nSupervised Classification (DecisionTree, RandomForest,\r\nNaiveBayes, MLP, KNN, train_test_split, classification_report),\r\nMultispectral PCA (PCA, StandardScaler, make_pipeline)\r\n- pandas          REQUIRED by: Multispectral PCA (variance table),\r\nCreate Polygons from Table (read CSV/TXT/XLS/XLSX)\r\n- openpyxl        REQUIRED by: Raster Zonal Statistics (export .xlsx),\r\nExtract Point Values (export .xlsx),\r\nClassification Report (export .xlsx with charts),\r\nCreate Polygons from Table (read .xlsx)\r\n- xgboost         (Optional) REQUIRED by: Supervised Classification (XGBoost)\r\n- catboost        (Optional) REQUIRED by: Supervised Classification (CatBoost)\r\n- earthengine-api REQUIRED by: GEE Descargar Imagenes, GEE Descargar Indices,\r\nGEE Firma Espectral, Descargar MDE\r\n\r\nInstall all external dependencies (run once):\r\npython -m pip install --upgrade scikit-learn pandas openpyxl xgboost catboost earthengine-api\r\n\r\nDeveloped and maintained by:\r\nGeomatica Ambiental - www.geomatica.pe\r\n\r\nAcknowledgments:\r\n- Point Sampling Tool by Borys Jurgiel (GPL v2+) - inspiration for the\r\nmulti-raster point sampling tool. https://github.com/borysiasty/pointsamplingtool", "homepage": "https://github.com/Ninobravo55/GeomaticaTools", "repository": "https://github.com/Ninobravo55/GeomaticaTools", "tracker": "https://www.geomatica.pe/", "author": "Geomatica Ambiental", "tags": ["vector", "raster", "landsat", "polygon", "confusion matrix", "remote sensing", "csv", "pca", "bbox", "dos1", "supervised classification", "sentinel", "kappa", "xlsx", "knn", "svm", "random forest", "gmm", "ndvi", "lst", "mlp", "cbers", "birch", "multiband", "zonal statistics", "cross validation", "kmeans", "point sampling", "isodata", "band stacking", "decision tree", "clipping", "lda", "qda", "pansharpening", "spectral indices", "etm", "tirs", "c2 l1", "mss", "tm", "c2 l2", "oli", "surface reflectance", "balanced accuracy", "band combination", "logistic regression", "naive bayes", "cutline", "study area", "gradient boosting", "extra trees", "weighted brovey", "vrt pansharpened", "band extraction", "clip raster", "brovey", "f1"], "downloads": 2961, "latest_version": "1.10.1", "versions": [{"version": "1.10.1", "experimental": false, "qgis_min": "3.28.0", "qgis_max": "4.99.0", "downloads": 687, "uploaded_by": "geomaticape2030", "upload_datetime": "2026-06-07T10:30:08.741199"}, {"version": "1.10.0", "experimental": false, "qgis_min": "3.28.0", "qgis_max": "4.99.0", "downloads": 54, "uploaded_by": "geomaticape2030", "upload_datetime": "2026-06-06T21:05:15.099285"}, {"version": "1.9", "experimental": false, "qgis_min": "3.40.0", "qgis_max": "4.99.0", "downloads": 330, "uploaded_by": "geomaticape2030", "upload_datetime": "2026-06-01T21:35:34.587315"}, {"version": "1.8", "experimental": false, "qgis_min": "3.40.0", "qgis_max": "4.99.0", "downloads": 811, "uploaded_by": "geomaticape2030", "upload_datetime": "2026-05-03T14:48:13.906446"}, {"version": "1.7", "experimental": false, "qgis_min": "3.22.0", "qgis_max": "3.99.0", "downloads": 289, "uploaded_by": "geomaticape2030", "upload_datetime": "2026-04-30T21:37:24.193254"}, {"version": "1.6", "experimental": false, "qgis_min": "3.22.0", "qgis_max": "3.99.0", "downloads": 76, "uploaded_by": "geomaticape2030", "upload_datetime": "2026-04-30T20:26:00.725711"}, {"version": "1.5", "experimental": false, "qgis_min": "3.22.0", "qgis_max": "3.99.0", "downloads": 101, "uploaded_by": "geomaticape2030", "upload_datetime": "2026-04-30T08:06:40.304009"}, {"version": "1.4", "experimental": false, "qgis_min": "3.22.0", "qgis_max": "3.99.0", "downloads": 65, "uploaded_by": "geomaticape2030", "upload_datetime": "2026-04-29T09:53:19.805921"}, {"version": "1.3", "experimental": false, "qgis_min": "3.22.0", "qgis_max": "3.99.0", "downloads": 107, "uploaded_by": "geomaticape2030", "upload_datetime": "2026-04-27T08:30:33.449283"}, {"version": "1.2", "experimental": false, "qgis_min": "3.22.0", "qgis_max": "3.99.0", "downloads": 440, "uploaded_by": "geomaticape2030", "upload_datetime": "2026-02-19T10:18:50.401624"}]}