softwareResources

Software resources

NumPy
A Python library that provides fast, efficient support for numerical computing with powerful multi-dimensional array and matrix operations.

Rasterio
A NumPy-based Python API to read and write GeoTIFF and similar formats.

Geojson
A Python package for working with data in the GeoJSON format, which is used to represent geographic features such as points, lines, and polygons.

Pandas
A Python library for data manipulation and analysis, offering powerful tools for working with structured data like tables and time series.

Geopandas
A Python library that extends pandas to support spatial data, making it easy to work with geographic datasets like shapefiles and GeoJSON.

Shapely
A Python library for creating, analyzing, and manipulating geometric objects such as points, lines, and polygons.

Cdsapi
A Python client library for accessing and downloading data from the Copernicus Climate Data Store (CDS) via its API.

Xarray
A Python library for working with labeled multi-dimensional arrays, designed for analyzing and processing structured data such as NetCDF files.

Rioxarray
A Python library that extends xarray with geospatial features powered by rasterio

NetCDF4
A Python library for reading and writing NetCDF files, commonly used for storing multi-dimensional scientific data such as climate and weather variables.

OWSLib
A Python library for accessing and interacting with Open Geospatial Consortium (OGC) web services such as WMS, WFS, and WCS.

IPykernel
A Python library that provides the Jupyter kernel for executing Python code in Jupyter notebooks and other interactive environments.

Ipywidgets
A Python library that enables interactive widgets in Jupyter notebook and the IPython kernel.

Matplotlib
A Python library for creating static, animated, and interactive visualizations.

FileLock
A Python library for safely locking files when multiple processes use them at the same time.

Seaborn
A Python library for making attractive and statistical graphics.

Scikit-image
A Python library for image processing, analysis and manipulation using a collection of algorithms.

H5Netcdf
A Python library that provides a NetCDF4-compatible interface for reading and writing HDF5 files using h5py.

Rasterstats
A Python library for summarizing geospatial raster data based on vector geometries. It includes zonal statistics and interpolated point queries.

Glob2
A Python library that extends the glob module that can capture patterns and supports recursive wildcards.

Snakemake
A Python-based workflow management system that helps automate complex data analysis pipelines in a readable and reproducible way.