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Search results for python xarray

123 search results found

Dtale ⭐ 4,407

Visualizer for pandas data structures

Xarray ⭐ 3,322

N-D labeled arrays and datasets in Python

Python package for earth-observing satellite data processing

Xarray Spatial ⭐ 723

Raster-based Spatial Analytics for Python

Rioxarray ⭐ 454

geospatial xarray extension powered by rasterio

Dea Notebooks ⭐ 399

Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and Xarray

Download numerical weather prediction datasets (HRRR, RAP, GFS, NAM, NBM, etc.) from NOMADS, NODD partners (Amazon, Google, Microsoft), ECMWF open data, and the University of Utah Pando Archive System.

Pyresample ⭐ 320

Geospatial image resampling in Python

Geospatial ⭐ 313

A Python package for installing commonly used packages for geospatial analysis and data visualization with only one command.

Geocube ⭐ 302

Tool to convert geopandas vector data into rasterized xarray data.

Library of derived climate variables, ie climate indicators, based on xarray.

A simple way of creating movies from xarray objects

Eoreader ⭐ 240

Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.

Wradlib ⭐ 238

weather radar data processing - python package

Regionmask ⭐ 237

create masks of geospatial regions for arbitrary grids

Universal Regridder for Geospatial Data

Climpred ⭐ 213

🌎 Verification of weather and climate forecasts 🌍

Stackstac ⭐ 212

Turn a STAC catalog into a dask-based xarray

Xarray Sentinel ⭐ 210

Xarray backend to Copernicus Sentinel-1 satellite data products

An Xarray extension for Google Earth Engine

A Python interface between Earth Engine and xarray for processing time series data

Aicsimageio ⭐ 177

Image Reading, Metadata Conversion, and Image Writing for Microscopy Images in Python

Spyndex ⭐ 170

Awesome Spectral Indices in Python.

Add geolocalised subsetting, masking, and plotting operations to xarray

Scikit Downscale ⭐ 160

Statistical climate downscaling in Python

Geowombat ⭐ 154

GeoWombat: Utilities for geospatial data

Goes2go ⭐ 149

Download and process GOES-16 and GOES-17 data from NOAA's archive on AWS using Python.

Deafrica Sandbox Notebooks ⭐ 145

Repository for Digital Earth Africa Sandbox, including: Jupyter notebooks, scripts, tools and workflows for geospatial analysis with Open Data Cube and xarray

Cf Xarray ⭐ 141

an accessor for xarray objects that interprets CF attributes

On-Demand Earth System Data Cubes (ESDCs) in Python

Fast electromagnetic solver (FDTD) at scale.

Xbatcher ⭐ 120

Batch generation from xarray datasets

Linear optimization with N-D labeled arrays in Python

Fast & furious GroupBy operations for dask.array

Xarray Beam ⭐ 110

Distributed Xarray with Apache Beam

Pangeo Forge Recipes ⭐ 108

Python library for building Pangeo Forge recipes.

Pint Xarray ⭐ 95

Interface for using pint with xarray, providing convenience accessors

Geoxarray ⭐ 94

Geolocation utilities for xarray

An extension of xarray for climate data analysis on structured grids.

Bounded-memory serverless distributed N-dimensional array processing

Echopype ⭐ 80

Enabling interoperability and scalability in ocean sonar data analysis

icclim: Python library for climate indices and climate indicators calculation.

Python package for automated analysis and management of gridded climate data

Aggregating gridded data (xarray) to polygons

Efficiently generate and analyse high dimensional data.

Python toolbox for biomechanics analysis

Ncar Python Tutorial ⭐ 63

Numerical & Scientific Computing with Python Tutorial

A High-Performance Data Science Toolkit for the Earth Sciences

Parse and read ctl and associated binary file commonly used by GrADS into xarray

A tool to work in weather radar data in xarray

Xarray Dataclasses ⭐ 54

⚡ xarray data creation made easy by dataclass

Pyearthscience ⭐ 54

The PyEarthScience repository created by DKRZ (German Climate Computing Center) provides Python scripts and Jupyter notebooks in particular for scientific data processing and visualization used in climate science. It contains scripts for visualization, I/O, and analysis using PyNGL, PyNIO, xarray, cfgrib, xesmf, cartopy, and others.

Xarray Einstats ⭐ 54

Stats, linear algebra and einops for xarray

Sklearn Xarray ⭐ 52

Metadata-aware machine learning.

A lightweight interface for working with the Weather Research and Forecasting (WRF) model output in Xarray.

Xarrayutils ⭐ 52

Maximum Covariance Analysis in Python

Python toolkit for GEOS-Chem. Contains basic plotting scripts, plus the suite of GEOS-Chem benchmarking utilities.

Wavespectra ⭐ 46

Library for ocean wave spectra

Cupy Xarray ⭐ 46

Interface for using cupy in xarray, providing convenience accessors.

Xbitinfo ⭐ 46

Python wrapper of BitInformation.jl to easily compress xarray datasets based on their information content

Xarray Simlab ⭐ 45

Xarray extension and framework for computer model simulations

Xarray Simlab ⭐ 45

Xarray extension and framework for computer model simulations

Read MITgcm mds binary files into xarray

Ipyfastscape ⭐ 44

Interactive widgets for topographic data analysis and modelling in Jupyter notebooks

Geoschem Python Tutorial ⭐ 43

Python/xarray tutorial for GEOS-Chem users

A Python library for machine-learning and feedback loops on streaming data

Sen2nbar ⭐ 37

Nadir BRDF Adjusted Reflectance (NBAR) for Sentinel-2 in Python

Rem Xarray ⭐ 35

Relative Elevation Model in Python using xarray

oocgcm is a python library for the analysis of large gridded geophysical dataset.

Cesm Lens Aws ⭐ 29

Examples of analysis of CESM LENS data publicly available on Amazon S3 (us-west-2 region) using xarray and dask

Topopyscale ⭐ 26

TopoPyScale: a Python library to perform simplistic climate downscaling at the hillslope scale

Multiscale Spatial Image ⭐ 25

Generate a multiscale, chunked, multi-dimensional spatial image data structure that can serialized to OME-NGFF.

Python package to build, run and visualize MODFLOW 6 groundwater models in the Netherlands.

Hypothesis Gufunc ⭐ 25

Extension to hypothesis for testing numpy general universal functions

animate your data to life

xarray extension that provides tree-based indexes used for selecting irregular, n-dimensional data.

Earth System Model Lab (esmlab). ⚠️⚠️ ESMLab functionality has been moved into <https://github.com/NCAR/geocat-comp>. ⚠️⚠️

Xlandsat ⭐ 22

A Python package for handling Landsat data from EarthExplorer with xarray

Synthetic Aperture Radar (SAR) Level-1 GRD python mapper for efficient xarray/dask based processing

📈 🐍 Multidimensional synthetic data generation with Copula and fPCA models in Python

A Python software suite for Nek5000 and SIMSON

Egu_2021_lgeo_workshops ⭐ 20

Workshop materials for EGU General Assembly 2021 sessions Spatio-temporal trend analysis of spatial climate data (temperature and rainfall) using Python Satellite image processing using Python programming

Gsw Xarray ⭐ 20

Wrapper for gsw that will add CF attributes to xarray.DataArray outputs

Xnemogcm ⭐ 19

Interface to open NEMO global circulation model output dataset with xarray and create a xgcm grid.

🌍🌏🌎 A succinct toolset for analyzing climate data. This project is a work-in-progress.

Climate Simulation Operations

Python package to call processed EE objects via the REST API to local data

Xarrayandrasterio ⭐ 18

Experimental code for loading/saving XArray DataArrays to Geographic Rasters using rasterio

A high-level Python framework to evaluate the skill of geospatial datasets by comparing candidates to benchmark maps producing agreement maps and metrics.

xarray interface for bpch files

As213_python_in_atmos_sciences ⭐ 16

Course materials for AS 213: Introduction to Python and Its Applications in Atmospheric Sciences.

Gribberish ⭐ 15

Read GRIB files with Rust

Lexcube: 3D Data Cube Visualization in Jupyter Notebooks

Multidimensional arrays storage engine

Tensordb ⭐ 13

Datastore for Tensors based on Xarray and Zarr

Sphinx Autosummary Accessors ⭐ 12

sphinx extension to document pandas and xarray accessors

Making it far easier to read in and work with large volumes of climate model output from CMIP5/6

Jsmetrics ⭐ 11

A Python package of algorithms and metrics used to characterise and identify jet streams, based on xarray.

A Pythonic interface to GAMS GDX files

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