OpenClimateGIS

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 February 2014

OpenClimateGIS Overview

OpenClimateGIS (OCGIS) is a Python package designed for geospatial manipulation, subsetting, computation, and translation of climate datasets stored in local NetCDF files or files served through THREDDS data servers. OpenClimateGIS has a straightforward, request-based API that is simple to use yet complex enough to perform a variety of computational tasks. The software is built entirely from open source packages. ClimateTranslator is a new web interface to the OpenClimateGIS functionality.

OpenClimateGIS is currently in beta release.

GIS Capabilities
  • Subsetting (e.g. intersects and intersection) of climate datasets by bounding box, Shapely geometries, or shapefiles (point or polygon) (e.g. city centroid, a single county or watershed, state boundaries).
  • Time and level range subsetting.
  • Single or multi-dataset requests (i.e. concatenation).
  • Area-weighted aggregation to selection geometries.
  • Alpha support for projected climate datasets.
  • Geometry wrapping and unwrapping to maintain logically consistent longitudinal domains.
  • Polygon and point geometric abstractions.
Data Conversion
  • Access to local NetCDF data or data hosted remotely on a THREDDS (OPeNDAP protocol) data server. Only the piece of data selected by an area-of-interest is transferred from the remote server.
  • Stream climate data to multiple formats. Currently supported formats include keyed CSV-shapefile, shapefile, CSV, GeoJSON, NetCDF, and NumPy.
  • Extensible converter framework to add custom formats.
  • Automatic generation of request metadata.
  • Push data to a familiar format to perform analysis or keep the data as NumPy arrays, perform analysis, and dump to a supported format.
Computation
  • Extensible computational framework for arbitrary inclusion of NumPy-based calculations.
  • Apply computations to entire data arrays or temporal groups.
  • Computed data may be streamed to any supported formats.
 
Last Update: March 5, 2014, 12:22 p.m. by Sylvia Murphy
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CoG partners: NSF, NOAA, NASA, & DOE
Earth System CoG Sponsors and Partners
CoG was developed under grants from the National Science Foundation and the National Oceanic and Atmospheric Administration, and in partnership with the Department of Energy Office of Science, the National Aeronautics and Space Administration, and the Infrastructure for the European Network for Earth System Modeling project, which is supported by the European Union. Data archive and search is provided by the Earth System Grid Federation.
CoG partners: ESGF & IS-ENES
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