Version 1.5.1

What's new in SITS version 1.5.1

• Support for ESA World Cover map
• Support for Digital Earth Australia products
• Support for Digital Earth Africa geomedian products
• Support for PLANET Mosaic products
• Improve .netrc access to Harmonized Landsat-Sentinel cubes with earthdatalogin package
• Use ROI to cut data cube after mosaic operation
• Support for raster and vector classification using DEM as base cubes
• Convert from httr package to httr2 package
• Remove deprecated class to purrr::map_dfc, purrr::map_dfr and similar
• Fix tuning for torch models
• Add geometry validation when extracting time series
• Add multicores processing support for active learning sampling methods
• Remove tapply from .reg_cube_split_assets() for R 4.X compatibility
• Fix sits_merge() function that was not merging SAR and OPTICAL cubes
• In models API, the n_input_pixels parameter was renamed back to input_pixels for compatibility with models trained in old versions of the package
• Fix torch usage in Apple M3
• Fix date parameter usage in sits_view()
• Improve plot() performance using raster overviews

Version 1.5.0-1

Hotfix version 1.5.0-1

• Add multicores processing support for active learning sampling methods
• Remove tapply from .reg_cube_split_assets() for R 4.X compatibility
• Fix sits_merge() function that was not merging SAR and OPTICAL cubes
• Rename n_input_pixels back to input_pixels for compatibility with models trained in old versions of the package
• Fix torch usage in Apple M3 by turning off MPS technology
• Fix date parameter usage in sits_view()
• Improve plot() performance using raster overviews
• Include support for PLANET Mosaic product

Version 1.5.0

What's new in SITS version 1.5.0

• Include dtw distance when building SOM maps
• Support for SENTINEL-1-RTC and SENTINEL-2-L2A in CDSE
• Include support for DEA products SENTINEL-1-RTC, LS5-SR, LS7-SR, LS9-SR, ALOS-PALSAR-MOSAIC, NDVI ANOMALY, DAILY CHIRPS, MONTHLY CHIRPS and DEM-30
• Support for Sentinel-1 GRD and RTC collections from Planetary Computer
• Include parameter tile to select data from Sentinel-1 (MPC)
• Include parameter tile to select data from Sentinel-1 and Sentinel-2 (DEAFRICA)
• Include parameter tile to select data from HLS collections
• Improved support for GPU-based classification of deep learning models
• Support for non-normalized derived indexes
• Support for shapefiles as ROI in sits_cube()
• Fix inconsistencies in HLS scale factors
• New function to obtain ROI based on MGRS tiles
• Add support for uncertainty cubes in sits_mosaic()
• Improve performance of sits_segment() using chunk parallelization
• Include uncertainty measures for vector probability cubes
• New sits_clean() function to improve classified maps
• New functions sits_sampling_design() and sits_stratified_sampling()
• New sits_reduce() function

Version 1.4.2-3

Hotfix version 1.4.2-3

• Fix font download in package initialization

Version 1.4.2-2

Hotfix version 1.4.2-2

• Fix integer overflow bug in sits_classify() segments

Version 1.4.2-1

Hotfix version 1.4.2-1

• Fix crs bug in sits_apply()
• Update file name in clean feature
• Fix time series extraction bug with segments
• Fix examples

Version 1.4.2

What's new in SITS version 1.4.2

• Support for vector data cubes, including visualisation
• Object-based time series analysis using spatio-temporal segmentation
• Improved support for GPU usage when running deep learning algorithms
• New function to clean values by modal filter in classified images
• Added experimental support for Sentinel-1 images available on MPC
• Summary function now includes cloud cover information
• General bug fixes

Version 1.4.1

What's new in SITS version 1.4.1

• Updated access to collections in Brazil Data Cube, HLS, and AWS
• Corrected errors in labelling of classified cubes
• Created a factory of functions for segmentation

Version 1.4.0

What's new in SITS version 1.4.0

• New function for image segementation based on supercells package
• New version of sits_get_data() to extract average values of time series based on segments
• Support for Harmonized Landsat Sentinel (HLS) collections from NASA
• Support for probability cubes and uncertainty cubes in sits_view()
• New summary() function to show details of data cubes and time series tibbles
• General big fixes

Version 1.3.0

What's new in SITS version 1.3.0

• Remove NOTES and WARNINGS pointed out by CRAN
• New sits_mosaic() function for improving visualization of large data sets
• Add support to cubes with no cloud coverage information in sits_regularize()
• Improve sits_cube_copy() for downloading data from the internet
• Tested and validated GPU support for deep learning models in sits
• Added multithread support for deep learning models in sits_train()
• Improve sits_combine_predictions()
• Remove dependencies on data.table package
• Organize and clean internal APIs
• General bug fixes