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Releases: e-sensing/sits

Version 1.5.1

26 Aug 16:29
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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

22 May 22:12
9a5a16b
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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

10 May 01:29
e3205de
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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

19 Dec 19:55
06ab1b3
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Hotfix version 1.4.2-3

  • Fix font download in package initialization

Version 1.4.2-2

28 Nov 14:13
f622356
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Hotfix version 1.4.2-2

  • Fix integer overflow bug in sits_classify() segments

Version 1.4.2-1

02 Nov 21:18
916da7b
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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

29 Oct 15:40
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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

13 Jun 19:33
6eac9ed
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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

06 Jun 04:18
4c0e5ba
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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

18 Mar 19:46
009740d
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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