Contributors: Ray Bell
Name: Ray Bell
Login: raybellwaves
Email: [email protected]
Description: Principal Data Scientist at DTN
Website: https://sites.google.com/view/raybellwaves/home
Location: Maryland
Twitter: RayBell_DTN
Company: DTN
Repositories count: 241
Last synced at: 2024-06-11T15:38:05.130Z
Total stars: 54
Followers: 136
Following: 280
OST Projects: 9
Languages: Python,
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Curated Lists, Data Catalogs and Interfaces, Environmental Satellites, Meteorological Observation and Forecast, Natural Hazard and Storm
Topics: grib, meteorology, climate, climate-analysis, pangeo, prediction, s2d, s2s, verification, closember, weather, dap, dods, opendap, atmospheric-science, hodograph, skew-t, weather-data, bufr, gdal, rasterio, intake, siphon, thredds-catalogs, cupy, keras, xarray-accessor, atmospheric-sciences, climatology, map-projections, metorology, wrf, compression, aiforearth, compressed, ndimensional-arrays, zarr, geopandas, movement-data, spatial-data-analysis, trajectory, trajectory-analysis, data-access, data-catalog, bokeh, control-panels, dataapp, datascience, dataviz, holoviews, holoviz, hvplot, panel, plotly, dash, data-scientists, explainer, inner-workings, interactive-dashboards, interactive-plots, model-predictions, permutation-importances, shap, shap-values, xai, xai-library, adsp, ag066833, aiml, alzheimer, alzheimers, automated-machine-learning, automl, feature-engineering, gradient-boosting, hyperparameter-optimization, model-selection, nia, parameter-tuning, u01ag066833, fiona, opendatacube, rasterize, spec-0, spec-1, spec-4, data-mining, decision-trees, distributed, gbdt, gbm, gbrt, kaggle, lightgbm, parallel, pydata, conda, mamba, package-management, fairness, fairness-ml, tabular-data, aggregation, polygon, raster-data, llvm, autopep8, codeformatter, formatter, gofmt, pre-commit-hook, yapf, bioinformatics, jupyterlab, geoparquet, alignment, flexible, arrow, distributed-computing, datashader, developer-tools
Contributed Projects
xarray
An open source project and Python package that introduces labels in the form of dimensions, coordinates, and attributes on top of raw NumPy-like arrays, which allows for more intuitive, more concise, and less error-prone user experience.
dask netcdf numpy pandas python xarray
Climate Change - Climate Data Standards - Last synced: 27 Apr 2025 - Ranking: 32.0
MetPy
A collection of tools in Python for reading, visualizing and performing calculations with weather data.
atmospheric-science hacktoberfest hodograph meteorology plotting python scientific-computations skew-t weather weather-data
Atmosphere - Meteorological Observation and Forecast - Last synced: 27 Apr 2025 - Ranking: 23.4
cfgrib
A Python interface to map GRIB files to the NetCDF Common Data Model following the CF Convention using ecCodes.
Climate Change - Climate Data Processing and Analysis - Last synced: 27 Apr 2025 - Ranking: 22.0
pydap
An implementation of the Opendap/DODS protocol, written from scratch in pure Python, that allows researchers to access NASA Earth science data from a variety of programs.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 27 Apr 2025 - Ranking: 19.4
Tropycal
A Python package intended to simplify the process of retrieving and analyzing tropical cyclone data, both for past storms and in real time.
Climate Change - Natural Hazard and Storm - Last synced: 27 Apr 2025 - Ranking: 18.0
xskillscore
An open source project and Python package that provides verification metrics of deterministic (and probabilistic from properscoring) forecasts with xarray.
forecasting metrics pangeo verification
Climate Change - Climate Data Processing and Analysis - Last synced: 27 Apr 2025 - Ranking: 17.2
climpred
Aims to be the primary package used to analyze output from initialized dynamical forecast models, ranging from short-term weather forecasts to long-term climate forecasts.
climate climate-analysis dask forecasting pangeo prediction python s2d s2s xarray
Climate Change - Climate Data Processing and Analysis - Last synced: 27 Apr 2025 - Ranking: 15.2
Awesome Open Climate Science
Awesome Open Atmospheric, Ocean, and Climate Science.
Sustainable Development - Curated Lists - Last synced: 27 Apr 2025 - Ranking: 9.4