Data

Tools

Indexes

Applications

Experiments

Open Sustainable Technology

Recent Releases of RAT

RAT - v3.0.17

What's Changed

Full Changelog: https://github.com/UW-SASWE/RAT/compare/v3.0.16...v3.0.17

Natural Resources - Water Supply and Quality - Python
Published by pritamd47 20 days ago

RAT - BugFix in previous version (after v3.0.15)

What's Changed

Full Changelog: https://github.com/UW-SASWE/RAT/compare/v3.0.15...v3.0.16s

Natural Resources - Water Supply and Quality - Python
Published by SanchitMinocha 5 months ago

RAT - Bug Fixes in previous version (after v3.0.14)

What's Changed

  • Bugfix v3.0.14 (Resolves #119) by @SanchitMinocha in https://github.com/UW-SASWE/RAT/pull/120

    RAT Test was failing due to:

    1. Update in EE (survey link was being sent to Stdout resulting in Stderr and recursive error because of logging).
    2. Update of low latency code in v3.0.14. - Import was being done directly from plugins rather than rat.plugins.
    3. Previous Bugs - Test config start and end were being created as datetime object rather than date objects resulting in errors when compared with date objects.

Full Changelog: https://github.com/UW-SASWE/RAT/compare/v3.0.14...v3.0.15

Natural Resources - Water Supply and Quality - Python
Published by SanchitMinocha 5 months ago

RAT - Low Latency Mode and Forecasting Outflow Scenarios v3.0.14 (after v3.0.13)

In this release, we have:

  1. Enhanced Low-Latency Functionality: RAT can now run in operational mode with significantly reduced latency as low as 0.
  2. Updated Forecasting Plugin: The forecasting plugin has been upgraded to allow forecast generation for multiple past dates. Also, user can now provide scenarios to get forecasted outflow. One of the scenarios is 'ST' where user can provide different values of storage change expressed as a percentage of maximum reservoir capacity.
  3. Updated IMERG Precipitation Web Links: The web links for downloading historical IMERG data (prior to 2024) have been updated to match those for current data. This change reflects the revision of the IMERG product version for historical data to V07B, which is now the same as the version for recent IMERG data. These updates were implemented on June 1, 2024, on the IMERG web servers.
  4. Updated RAT documentation: To reflect the changes in the forecasting plugin and the possibility of using low latency in operational mode.

What's Changed

Full Changelog: https://github.com/UW-SASWE/RAT/compare/v3.0.13...v3.0.14

Natural Resources - Water Supply and Quality - Python
Published by SanchitMinocha 8 months ago

RAT - Updated Docs & enhanced Forecasting Plugin v3.0.13 (after v3.0.12)

In this release, we have:

Updated Forecasting plugin so that it can now be used to estimate reservoir outflow as well along with reservoir inflow depending on the scenarios provided by the user.
Updated RAT Documentation for ResORR plugin, BOT Filter and Forecasting plugin.
Updated the IMERG Precipitation web link to download IMERG data as the IMERG product versions were changed on 1st June, 2024.
Updated RAT Documentation to have sections for Patch Notes and Recent Adjustments to highlight the recent changes.
Updated RAT Documentation in 'Getting Ready' section in 'GEE Credentials'.
Updated RAT Documentation and RAT Github to show users what papers to cite in their work if they use this software.

What's Changed

Full Changelog: https://github.com/UW-SASWE/RAT/compare/v3.0.12...v3.0.13

Natural Resources - Water Supply and Quality - Python
Published by SanchitMinocha 10 months ago

RAT - Added 2 RAT Plugins with their dependencies v3.0.12 (after v3.0.9)

What's Changed

Full Changelog: https://github.com/UW-SASWE/RAT/compare/v3.0.9...v3.0.12

Natural Resources - Water Supply and Quality - Python
Published by SanchitMinocha about 1 year ago

RAT - Added 2 RAT Plugins with their dependencies v3.0.11 (after v3.0.9)

What's Changed

Full Changelog: https://github.com/UW-SASWE/RAT/compare/v3.0.9...v3.0.11

Natural Resources - Water Supply and Quality - Python
Published by SanchitMinocha about 1 year ago

RAT - Added 2 RAT Plugins v3.0.10 (after 3.0.9)

What's Changed

Full Changelog: https://github.com/UW-SASWE/RAT/compare/v3.0.9...v3.0.10

Natural Resources - Water Supply and Quality - Python
Published by SanchitMinocha about 1 year ago

RAT - Added Visualization feature and updated IMERG precipitation link (v3.0.9 after v3.0.8)

In this release, we have:

  1. Added visualization feature to easily create interactive plots for inflow, outflow, storage change, evaporation and surface area of a reservoir along with its Area Elevation Curve.
  2. Provided functionality to easily convert relative paths to absolute paths for updating configuration file.
  3. Updated the IMERG Precipitation web link to download IMERG data. (web link change was done on 8th November.)

Natural Resources - Water Supply and Quality - Python
Published by SanchitMinocha about 1 year ago

RAT - RAT Toolbox Module Added (v3.0.8 after v3.0.7)

rat.toolbox module has been added to contain helpful and utility functions of user. Right now it has one function related to config and that is to update an existing config. Future work will be to add more functions to this module like to create config, or to plot outputs etc.

Natural Resources - Water Supply and Quality - Python
Published by SanchitMinocha over 1 year ago

RAT - Functionality Added: BOT Filter (v3.0.7 after v3.0.6)

Added the BOT Filter for surface area time series, which filters the optical derived surface area with SAR surface area as the reference.
The BOT Filter can be used to have granular control over the filtering applied to surface area (SA) time series.
To use the filter, set 'apply' in the config file to 'true' and set the three thresholds.
Bias_threshold: The intensity of filtering out optical SA values that has a bias from SAR value.
Outlier_threshold: The intensity of filtering out outlier values in the Optical SA time series
Trend_threshold: The intensity of filtering out optical SA values whose trend differs from SAR trend
Threshold ranges: (Off: 0 - 9: MAX)
Eg. Relatively Aggressive filtering set: [8,8,8]

Natural Resources - Water Supply and Quality - Python
Published by SanchitMinocha over 1 year ago

RAT - Release 3.06 after 3.0.2

Bug Fixes:

TMS-OS will work after 2019
TMS-OS will make use of Optical data to estimate surface area of reservoirs if SAR is not available or if Optical is much more than SAR.
To further smoothen and remove the erroneous peaks rising due to use of optical data, Savitzky-Golay filter is applied for cases mentioned in [2].
TMS-OS will not produce error if end date is before the start of Landsat-9 mission.

Improvements:
Tests will now be matched for numeric data and will be considered as match if the error percent between each value is less than threshold (default - 5) %.
State init files (vic and Routing) can now be provided as optional to dates. Earlier RAT used to assume that the state init files will be existing in a particular directory structure. This will not be true if someone is working on tutorial or want to use state files not produced by RAT.

Natural Resources - Water Supply and Quality - Python
Published by SanchitMinocha over 1 year ago

RAT - v3.0.5

Bug Fixes:

TMS-OS will work after 2019
TMS-OS will make use of Optical data to estimate surface area of reservoirs if SAR is not available or if Optical is much more than SAR.
To further smoothen and remove the erroneous peaks rising due to use of optical data, Savitzky-Golay filter is applied for cases mentioned in [2].
TMS-OS will not produce error if end date is before the start of Landsat-9 mission.

Improvements:
Tests will now be matched for numeric data and will be considered as match if the error percent between each value is less than threshold (default - 5) %.
State init files (vic and Routing) can now be provided as optional to dates. Earlier RAT used to assume that the state init files will be existing in a particular directory structure. This will not be true if someone is working on tutorial or want to use state files not produced by RAT.

Natural Resources - Water Supply and Quality - Python
Published by SanchitMinocha over 1 year ago

RAT - Release 3.0.4

Bug Fixes:

TMS-OS will work after 2019
TMS-OS will make use of Optical data to estimate surface area of reservoirs if SAR is not available or if Optical is much more than SAR.
To further smoothen and remove the erroneous peaks rising due to use of optical data, Savitzky-Golay filter is applied for cases mentioned in [2].
TMS-OS will not produce error if end date is before the start of Landsat-9 mission.

Improvements:
Tests will now be matched for numeric data and will be considered as match if the error percent between each value is less than threshold (default - 5) %.
State init files (vic and Routing) can now be provided as optional to dates. Earlier RAT used to assume that the state init files will be existing in a particular directory structure. This will not be true if someone is working on tutorial or want to use state files not produced by RAT.

Natural Resources - Water Supply and Quality - Python
Published by SanchitMinocha over 1 year ago

RAT - Release 3.0.3

Bug Fixes:

TMS-OS will work after 2019
TMS-OS will make use of Optical data to estimate surface area of reservoirs if SAR is not available or if Optical is much more than SAR.
To further smoothen and remove the erroneous peaks rising due to use of optical data, Savitzky-Golay filter is applied for cases mentioned in [2].
TMS-OS will not produce error if end date is before the start of Landsat-9 mission.

Improvements:
Tests will now be matched for numeric data and will be considered as match if the error percent between each value is less than threshold (default - 5) %.
State init files (vic and Routing) can now be provided as optional to dates. Earlier RAT used to assume that the state init files will be existing in a particular directory structure. This will not be true if someone is working on tutorial or want to use state files not produced by RAT.

Natural Resources - Water Supply and Quality - Python
Published by SanchitMinocha over 1 year ago

RAT - RAT3-GMD Paper

This release is to generate a unique DOI for version 3.0.2 for paper publication in the Journal of Geoscientific Model Development.

Natural Resources - Water Supply and Quality - Python
Published by SanchitMinocha over 1 year ago

RAT - RAT 3 Pre Training Release

What's Changed

Full Changelog: https://github.com/UW-SASWE/RAT/compare/3.0.1...3.0.2

Natural Resources - Water Supply and Quality - Python
Published by SanchitMinocha almost 2 years ago

RAT - RAT 3.0 Pre Training Release

What's Changed

New Contributors

Full Changelog: https://github.com/UW-SASWE/RAT/compare/3.0.0...3.0.1

Natural Resources - Water Supply and Quality - Python
Published by SanchitMinocha almost 2 years ago

RAT - Patch: date accessed before assignment

Natural Resources - Water Supply and Quality - Python
Published by pritamd47 almost 2 years ago

RAT - Publishing RAT 3 to PyPI

Natural Resources - Water Supply and Quality - Python
Published by pritamd47 almost 2 years ago

RAT - Testing release to PyPI

Natural Resources - Water Supply and Quality - Python
Published by pritamd47 almost 2 years ago

RAT - Bumping version to trigger auto-build with new version 5

Natural Resources - Water Supply and Quality - Python
Published by pritamd47 almost 2 years ago

RAT -

Natural Resources - Water Supply and Quality - Python
Published by pritamd47 almost 2 years ago

RAT - Bumping version to trigger auto-build with new version 4

Natural Resources - Water Supply and Quality - Python
Published by pritamd47 almost 2 years ago

RAT - Bumping version to trigger auto-build with new version 3

Natural Resources - Water Supply and Quality - Python
Published by pritamd47 almost 2 years ago

RAT - Bumping version to trigger auto-build with new version

Natural Resources - Water Supply and Quality - Python
Published by pritamd47 almost 2 years ago

RAT - Testing release to PyPI

Natural Resources - Water Supply and Quality - Python
Published by pritamd47 almost 2 years ago

RAT - Parallel downloading and processing of precipitation files

Natural Resources - Water Supply and Quality - Python
Published by pritamd47 about 2 years ago

RAT - Pushing code to anaconda

Using github tag for building RAT.

Natural Resources - Water Supply and Quality - Python
Published by pritamd47 about 2 years ago

RAT - RAT 3.0.0-alpha.1

Creating test release for use in conda-forge.

Natural Resources - Water Supply and Quality - Python
Published by pritamd47 about 2 years ago