165 Open source projects that are alternatives of or similar to climate-data-science

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

Awesome Spectral Indices in Python.

Xarray backend to Copernicus Sentinel-1 satellite data products

a web system to allow users to automatically record history and manage complicated scientific workflows in web browsers involving the online spatial data facilities, high-performance computation platforms, and open-source libraries.

A Curated List of Python Resources for Earth Sciences

Google Earth Engine side projects and tutorial scripts

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

R code for Time Series Analysis and Its Applications, Ed 4

The STARFM fusion model for Python

Maximum Covariance Analysis in Python

Python scripts to download and preprocess air pollution concentration level data aquired from the Sentinel-5P mission

Batch generation from xarray datasets

Examples and demos showing how to call functions from the NAG Library for Python

Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.

Package towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Model on Time Series data sets with single line of code. Also, provides utilify facility for time-series signal similarities matching, and removing noise from timeseries signals.

Repo for materials associated with the Online Python Training (OPT) project

Distributed Xarray with Apache Beam

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

N-D labeled arrays and datasets in Python

deck.gl layers and WebGL modules for client-side satellite imagery analysis

A collection of Earth Engine Apps created using geemap, voila, and heroku

xarray interface for bpch files

Python library for building Pangeo Forge recipes.

Google Earth Engine para el monitoreo del uso y cobertura del suelo de la República Argentina

Fast & furious GroupBy operations for dask.array

Python toolkit for GEOS-Chem.

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

Singular Spectrum Analysis for time series forecasting in Python

Rainfall analysis of Maharashtra - Season/Month wise forecasting. Different methods have been used. The main goal of this project is to increase the performance of forecasted results during rainy seasons.

Python tools for spatial trajectory and time-series data analysis

A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.

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

AeroBulk is a modern-FORTRAN-based package/library that gathers state-of-the-art aerodynamic bulk formulae algorithms used to compute turbulent air-sea fluxes of momentum, heat and freshwater.

A library to create interactive maps of geographical datasets

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

Code examples for pyFTS

Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)

Golang GRIB2 parser

QGIS toolkit 🧰 for pre- and post-processing 🔨, visualizing 🔍, and running simulations 💻 in the Weather Research and Forecasting (WRF) model 🌀

Simple python example on how to use ARIMA models to analyze and predict time series.

Visualizer for pandas data structures

Remote Sensing and GIS Software Library; python module tools for processing spatial data.

A COVID-19 dataset with 90 World countries including Algeria.

Python for downloading model data (HRRR, RAP, GFS, NBM, etc.) from NOMADS, NOAA's Big Data Program partners (Amazon, Google, Microsoft), ECMWF open data, and the University of Utah Pando Archive System.

xarrayutils.readthedocs.io/

Software to automate the production of optical analysis ready data (ARD) from Landsat, Sentinel-2 and others.

Extension to hypothesis for testing numpy general universal functions

Install WRF with required libraries

Meteorological routines

Publish Xarray Datasets via a REST API.

Notes and practicals for my "Physics of the Climate System" lecture

Notebooks teaching Python for use meteorology and atmospheric and climate sciences.

COVID-19 spread shiny dashboard with a forecasting model, countries' trajectories graphs, and cluster analysis tools

Climate Simulation Operations

No description or website provided.

Python package for automated analysis and management of gridded climate data

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.

Interactive web apps created using geemap and streamlit

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Unofficial Python implementation of "Precision and Recall for Time Series".