Extreme Weather Bench - v1.0.0

What's Changed

• v1.0.0 PR in https://github.com/brightbandtech/ExtremeWeatherBench/pull/325 for reference
• Updated API to utilize import extremeweatherbench as ewb, simplifying the import approaches
• Added a golden test module for use to confirm with significant version changes to the codebase

Full Changelog: https://github.com/brightbandtech/ExtremeWeatherBench/compare/v0.3.0...v1.0.0

Atmosphere - Meteorological Observation and Forecast - Python
Published by aaTman about 1 month ago

Extreme Weather Bench - v0.3.0

Full Changelog: https://github.com/brightbandtech/ExtremeWeatherBench/compare/v0.2.0...v0.3.0

Note: Due to cleaning up the repository using git-filter-repo and the subsequent rebase, automated comparison between 0.2.0 and 0.3.0 isn't possible. The changelog will be hard to follow as a result; key updates are in #322:

• Remove IndividualCaseCollection
• Fix DurationMeanError and IBTrACS memory issues
• Add wrapper for custom xarray Datasets
• Simply YAML to be a list of dicts instead of a dict of a list of dicts
• Fix geopotential calculations to properly reflect geopotential height conversion
• Add CIRA Icechunk store
• Update readthedocs and docstrings throughout repo

Atmosphere - Meteorological Observation and Forecast - Python
Published by aaTman about 1 month ago

Extreme Weather Bench - v0.2.0

Key Changes

• All 5 events (heatwave, freeze, atmospheric river, tropical cyclone, severe convection) available to run, new MLCAPE calculation by @darothen
• Metrics updated: binary threshold metrics, landfall metrics, duration mean error, all included in update. Metric names made more explicit
• New API for running an evaluation, simplifying and abstracting parallelism using joblib
• Simplified DerivedVariable creation, requiring variables and including an optional output_variables argument on instantiation to include one or more outputs if multiple variables are calculated
• New sources module using Protocols to determine incoming data type for pipeline
• More efficient checking of data availability in forecast and target data earlier in pipeline
• Improved docstrings, comments, and formatting throughout repository
• Utilization of sparse library for point obs data such as GHCNh
• Changes to case bounds and reference scripts to generate them
• Scripts included to reproduce generation of certain datasets e.g. local storm reports

What's Changed (Auto-Generated)

• clarified and cleaned up some of the metrics; documentation and naming by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/30
• Taylor/ope-65-fix-mypy-testing-issues by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/33
• Taylor/ope-64-metric-testing by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/35
• set up logging in main evaluate function w/ basic receipt by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/36
• Amy/ope 69 case information publicized on repository by @amymcgovern in https://github.com/brightbandtech/ExtremeWeatherBench/pull/42
• Taylor/ope-66-update-mae-metrics-to-limit-potential-forecast-deviation-by by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/37
• Taylor/ope-71-running-ewb-when-installed-via-conda-fails-due-to-path-issue by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/44
• change package-data paths by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/51
• Taylor/ope-73-dependency-cleanup by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/52
• Updated the main case study entry page to be much easier to read and … by @amymcgovern in https://github.com/brightbandtech/ExtremeWeatherBench/pull/56
• Taylor/ope-67-point-sources-generated-for-each-case by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/46
• Taylor/ope-91-create-better-handling-approach-to-evaluating-point-and by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/70
• renaming by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/71
• add pathlib to config links by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/72
• remove data from repo that now exists on public bucket by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/73
• Renaming-cf-vars by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/75
• Taylor/ope-88-add-core-point-subsetting-logic by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/66
• Taylor/ope-89-update-evaluate-code-to-include-point-obs by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/69
• Add point obs to EWB by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/77
• Speed up point obs processing when forecast data already loaded into memory by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/79
• Dataframe groupby optimization for point obs by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/80
• Restructuring docs by @amymcgovern in https://github.com/brightbandtech/ExtremeWeatherBench/pull/81
• Simplify evaluate output by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/82
• Modularize data loading by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/78
• Taylor/ewb-23-reconfigure-dry-run-to-more-clearly-return-case-metadata by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/85
• add nonetype check to load_data by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/88
• Add-point-obs-schema by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/89
• Move mapping function outside of loop by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/91
• Taylor/ewb-25-point-obs-fails-out-when-data-is-missing by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/90
• Consolidate schemas into main config by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/92
• Command Line Initialization by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/93
• Update GHCN URI by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/96
• change all instances of id to case_id_number by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/98
• Bounding Box + Shapefile Functionality by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/99
• Longitude Ordering Hotfix by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/100
• Manage Longitude Conversions and Plotting (Indirectly) by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/101
• EWB Refactor by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/108
• Update tropical cyclone metadata by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/109
• Fix tc dates and add pre-commit check by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/112
• Separate output columns by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/119
• Add in derived variable name catch by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/122
• add slow pytest marker by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/126
• Update haversine function by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/127
• Default name attributes + setter for input classes by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/128
• add input type attribute + tests by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/130
• Clean up calc in prep for TCs by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/131
• remove unused calc function by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/132
• Catch maybe_derive_variable scenarios by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/123
• Hotfix/cli-errors by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/136
• Clarify naming for metric vars by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/135
• Remove placeholder DerivedVariables by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/137
• Replace duplicate case 16 with South Asia heatwave by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/143
• Update GHCNh dataset by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/144
• Remove local file paths by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/145
• Move case functions to cases.py by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/146
• Fix exception when target data has more than one time resolution by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/147
• Swap from len() to .size for xarray objects by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/149
• Add an extra check for an empty sizes dict by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/151
• Add sort in GHCN polars function and test to confirm functionality by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/150
• Handle metric edge cases with multiple valid timesteps by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/152
• build_case_operators uses both a dict and IndividualCaseCollection by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/153
• Update duplication handling in GHCN data by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/157
• Pandas concatenation helper function by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/158
• Remove logging setlevels from modules by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/159
• Remove medicanes (for now) by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/160
• Add severe convection cases from 2020-2023 by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/162
• joblib parallelism abstracted into ExtremeWeatherBench by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/155
• Add default attributes to era5, ghcn, pph, lsr, ibtracs by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/163
• Evaluate types, documentation, grammar, logs by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/164
• Update readme by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/166
• Update heat wave and freeze event case bounds by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/167
• Prep tropical cyclone cases and bounding script by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/168
• Update freeze event bounds by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/169
• Update 100m wind mapping name by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/171
• Add generate_lsr to data_prep by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/170
• Update wind speed func with tests by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/174
• Put default eval object behind function by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/175
• Update applied scripts by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/176
• Move inputs import by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/177
• Add calc tests by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/178
• Move default preprocess into inputs by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/179
• Add select_cases to IndividualCaseCollection methods by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/182
• Flexible case collection region subsetting by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/165
• Make storage_options optional except for KerchunkForecast by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/186
• Update case metadata checks by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/185
• Change cases to case_metadata in EWB instantiation by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/187
• Rename target_data to data by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/188
• Subset regions more efficiently by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/184
• Remove --explicit-package-bases from pre-commit yaml by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/190
• Fix surfaced mypy issues by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/191
• Add lat lon dataarrays by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/192
• Remove longitude mask conditional by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/193
• Add adjust bounds function and manage via mask by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/194
• Add conditional chunking to zarr data by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/195
• Update bounding coordinates for atmospheric rivers by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/196
• Update select_cases() by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/197
• Improve import typing by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/201
• Fix test_regions.py comments and docstrings by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/202
• Further import and docstring cleaning by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/203
• Cleaning up more docstrings and import formatting by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/204
• Update ruff and mypy versions by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/205
• Remove AppliedMetric and simplify metrics.py classes by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/206
• Implements a metaclass to override user-specified docstrings for BaseMetric.compute_metric() by @darothen in https://github.com/brightbandtech/ExtremeWeatherBench/pull/207
• Simplify DerivedVariable by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/212
• Update pyproject.toml and uv.lock by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/213
• slight evaluate cleanup by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/223
• Update severe convection cases to reflect 12z-12z SPC by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/225
• Update severe bounds, add Canada cases by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/226
• feat: fast MLCAPE calculation by @darothen in https://github.com/brightbandtech/ExtremeWeatherBench/pull/221
• Add scikit image to dependencies by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/227
• restrict metric_list typing by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/228
• Addressing forecaster's dilemma with yearlong cases by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/230

New Contributors

• @amymcgovern made their first contribution in https://github.com/brightbandtech/ExtremeWeatherBench/pull/42

Full Changelog: https://github.com/brightbandtech/ExtremeWeatherBench/compare/v0.1.0...v0.2.0

What's Changed

• clarified and cleaned up some of the metrics; documentation and naming by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/30
• Taylor/ope-65-fix-mypy-testing-issues by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/33
• Taylor/ope-64-metric-testing by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/35
• set up logging in main evaluate function w/ basic receipt by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/36
• Amy/ope 69 case information publicized on repository by @amymcgovern in https://github.com/brightbandtech/ExtremeWeatherBench/pull/42
• Taylor/ope-66-update-mae-metrics-to-limit-potential-forecast-deviation-by by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/37
• Taylor/ope-71-running-ewb-when-installed-via-conda-fails-due-to-path-issue by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/44
• change package-data paths by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/51
• Taylor/ope-73-dependency-cleanup by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/52
• Updated the main case study entry page to be much easier to read and … by @amymcgovern in https://github.com/brightbandtech/ExtremeWeatherBench/pull/56
• Taylor/ope-67-point-sources-generated-for-each-case by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/46
• Taylor/ope-91-create-better-handling-approach-to-evaluating-point-and by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/70
• renaming by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/71
• add pathlib to config links by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/72
• remove data from repo that now exists on public bucket by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/73
• Renaming-cf-vars by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/75
• Taylor/ope-88-add-core-point-subsetting-logic by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/66
• Taylor/ope-89-update-evaluate-code-to-include-point-obs by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/69
• Add point obs to EWB by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/77
• Speed up point obs processing when forecast data already loaded into memory by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/79
• Dataframe groupby optimization for point obs by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/80
• Restructuring docs by @amymcgovern in https://github.com/brightbandtech/ExtremeWeatherBench/pull/81
• Simplify evaluate output by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/82
• Modularize data loading by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/78
• Taylor/ewb-23-reconfigure-dry-run-to-more-clearly-return-case-metadata by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/85
• add nonetype check to load_data by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/88
• Add-point-obs-schema by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/89
• Move mapping function outside of loop by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/91
• Taylor/ewb-25-point-obs-fails-out-when-data-is-missing by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/90
• Consolidate schemas into main config by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/92
• Command Line Initialization by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/93
• Update GHCN URI by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/96
• change all instances of id to case_id_number by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/98
• Bounding Box + Shapefile Functionality by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/99
• Longitude Ordering Hotfix by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/100
• Manage Longitude Conversions and Plotting (Indirectly) by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/101
• EWB Refactor by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/108
• Update tropical cyclone metadata by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/109
• Fix tc dates and add pre-commit check by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/112
• Separate output columns by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/119
• Add in derived variable name catch by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/122
• add slow pytest marker by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/126
• Update haversine function by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/127
• Default name attributes + setter for input classes by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/128
• add input type attribute + tests by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/130
• Clean up calc in prep for TCs by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/131
• remove unused calc function by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/132
• Catch maybe_derive_variable scenarios by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/123
• Hotfix/cli-errors by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/136
• Clarify naming for metric vars by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/135
• Remove placeholder DerivedVariables by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/137
• Replace duplicate case 16 with South Asia heatwave by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/143
• Update GHCNh dataset by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/144
• Remove local file paths by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/145
• Move case functions to cases.py by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/146
• Fix exception when target data has more than one time resolution by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/147
• Swap from len() to .size for xarray objects by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/149
• Add an extra check for an empty sizes dict by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/151
• Add sort in GHCN polars function and test to confirm functionality by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/150
• Handle metric edge cases with multiple valid timesteps by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/152
• build_case_operators uses both a dict and IndividualCaseCollection by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/153
• Update duplication handling in GHCN data by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/157
• Pandas concatenation helper function by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/158
• Remove logging setlevels from modules by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/159
• Remove medicanes (for now) by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/160
• Add severe convection cases from 2020-2023 by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/162
• joblib parallelism abstracted into ExtremeWeatherBench by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/155
• Add default attributes to era5, ghcn, pph, lsr, ibtracs by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/163
• Evaluate types, documentation, grammar, logs by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/164
• Update readme by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/166
• Update heat wave and freeze event case bounds by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/167
• Prep tropical cyclone cases and bounding script by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/168
• Update freeze event bounds by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/169
• Update 100m wind mapping name by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/171
• Add generate_lsr to data_prep by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/170
• Update wind speed func with tests by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/174
• Put default eval object behind function by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/175
• Update applied scripts by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/176
• Move inputs import by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/177
• Add calc tests by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/178
• Move default preprocess into inputs by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/179
• Add select_cases to IndividualCaseCollection methods by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/182
• Flexible case collection region subsetting by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/165
• Make storage_options optional except for KerchunkForecast by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/186
• Update case metadata checks by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/185
• Change cases to case_metadata in EWB instantiation by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/187
• Rename target_data to data by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/188
• Subset regions more efficiently by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/184
• Remove --explicit-package-bases from pre-commit yaml by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/190
• Fix surfaced mypy issues by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/191
• Add lat lon dataarrays by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/192
• Remove longitude mask conditional by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/193
• Add adjust bounds function and manage via mask by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/194
• Add conditional chunking to zarr data by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/195
• Update bounding coordinates for atmospheric rivers by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/196
• Update select_cases() by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/197
• Improve import typing by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/201
• Fix test_regions.py comments and docstrings by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/202
• Further import and docstring cleaning by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/203
• Cleaning up more docstrings and import formatting by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/204
• Update ruff and mypy versions by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/205
• Remove AppliedMetric and simplify metrics.py classes by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/206
• Implements a metaclass to override user-specified docstrings for BaseMetric.compute_metric() by @darothen in https://github.com/brightbandtech/ExtremeWeatherBench/pull/207
• Simplify DerivedVariable by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/212
• Update pyproject.toml and uv.lock by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/213
• slight evaluate cleanup by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/223
• Update severe convection cases to reflect 12z-12z SPC by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/225
• Update severe bounds, add Canada cases by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/226
• feat: fast MLCAPE calculation by @darothen in https://github.com/brightbandtech/ExtremeWeatherBench/pull/221
• Add scikit image to dependencies by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/227
• restrict metric_list typing by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/228
• Addressing forecaster's dilemma with yearlong cases by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/230
• Add default variable name reference by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/243
• Add just by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/242
• Expand forecaster's dilemma cases to 1 year and 5 year by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/244
• Derived + Event Update to EWB (v0.2) by @aaTman in https://github.com/brightbandtech/ExtremeWeatherBench/pull/161

Full Changelog: https://github.com/brightbandtech/ExtremeWeatherBench/compare/v0.1.0...v0.2.0

Atmosphere - Meteorological Observation and Forecast - Python
Published by aaTman 3 months ago

Extreme Weather Bench - Preview Release v0.1.0

The preview release of ExtremeWeatherBench provides initial functionality alongside sample forecast datasets to test out core functionality, specifically oriented on three metrics and two event types:

Events: Heat waves and freezes (cold snaps).

Metrics: Regional RMSE, Maximum temperature MAE (for heat waves), and Maximum, or highest, Minimum temperature MAE (also for heat waves).

Within this release also has 29 heat wave events and 6 freeze events identified and included in the events.yaml file within assets/data.

We encourage any issues, thoughts, discussions, etc. as we continue to build the core and extended functionality of EWB!

Atmosphere - Meteorological Observation and Forecast - Python
Published by aaTman about 1 year ago