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The sits R package provides a set of tools for analysis, visualization and classification of satellite image time series. The main aim of SITS is to support land cover and land change classification of image data cubes using machine learning methods. The basic workflow in SITS is: 1. Create a data cube using image collections available in the cloud or in local machines. 2. Extract time series from the data cube which are used as training data. 3. Perform quality control and filtering on the samples. 4. Train a machine learning model using the extracted samples. 5. Classify the data cube using the trained model. 6. Post-process the classified images. 7. Evaluate the accuracy of the classification using best practices.

copied from cf-staging / r-sits
Type Size Name Uploaded Downloads Labels
conda 2.6 MB | osx-64/r-sits-1.5.1-r43h0287f03_1.conda  8 months and 14 days ago 254 main
conda 2.6 MB | osx-64/r-sits-1.5.1-r44h0287f03_1.conda  8 months and 14 days ago 242 main
conda 2.6 MB | linux-64/r-sits-1.5.1-r43hb79369c_1.conda  8 months and 14 days ago 852 main
conda 2.6 MB | linux-64/r-sits-1.5.1-r44hb79369c_1.conda  8 months and 14 days ago 861 main
conda 2.6 MB | osx-64/r-sits-1.5.1-r43h6a638e2_0.conda  1 year and 18 days ago 446 main
conda 2.6 MB | linux-64/r-sits-1.5.1-r43hb424bfc_0.conda  1 year and 18 days ago 1344 main
conda 2.5 MB | osx-64/r-sits-1.5.0-r43h6a638e2_0.conda  1 year and 3 months ago 437 main
conda 2.5 MB | osx-64/r-sits-1.5.0-r42h6a638e2_0.conda  1 year and 3 months ago 424 main
conda 2.5 MB | linux-64/r-sits-1.5.0-r42h58a4165_0.conda  1 year and 3 months ago 1675 main
conda 2.5 MB | linux-64/r-sits-1.5.0-r43h58a4165_0.conda  1 year and 3 months ago 1668 main
conda 2.9 MB | osx-64/r-sits-1.4.2_1-r42h86c1099_0.conda  1 year and 6 months ago 426 main
conda 2.9 MB | osx-64/r-sits-1.4.2_1-r43h86c1099_0.conda  1 year and 6 months ago 416 main
conda 2.9 MB | linux-64/r-sits-1.4.2_1-r43h08d816e_0.conda  1 year and 6 months ago 1862 main
conda 2.9 MB | linux-64/r-sits-1.4.2_1-r42h08d816e_0.conda  1 year and 6 months ago 1736 main
conda 2.9 MB | osx-64/r-sits-1.4.2-r42h86c1099_0.conda  1 year and 6 months ago 417 main
conda 2.9 MB | osx-64/r-sits-1.4.2-r43h86c1099_0.conda  1 year and 6 months ago 411 main
conda 2.9 MB | linux-64/r-sits-1.4.2-r42h08d816e_0.conda  1 year and 6 months ago 1765 main
conda 2.9 MB | linux-64/r-sits-1.4.2-r43h08d816e_0.conda  1 year and 6 months ago 1687 main
conda 2.4 MB | win-64/r-sits-1.4.1-r41h6c41514_1.conda  2 years and 2 months ago 711 main
conda 2.3 MB | osx-64/r-sits-1.4.1-r42hc47f2a7_1.conda  2 years and 2 months ago 423 main
conda 2.3 MB | osx-64/r-sits-1.4.1-r43hc47f2a7_1.conda  2 years and 2 months ago 447 main
conda 2.3 MB | linux-64/r-sits-1.4.1-r43hd066305_1.conda  2 years and 2 months ago 1978 main
conda 2.3 MB | linux-64/r-sits-1.4.1-r42hd066305_1.conda  2 years and 2 months ago 1999 main
conda 2.4 MB | win-64/r-sits-1.4.1-r41h6c41514_0.conda  2 years and 2 months ago 694 main
conda 2.3 MB | osx-64/r-sits-1.4.1-r42hc47f2a7_0.conda  2 years and 2 months ago 425 main

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