Course repository for "Machine Learning for Earth and Environmental Sciences" (UNIL, FGSE, Fall 2022)
☆15Oct 9, 2024Updated last year
Alternatives and similar repositories for 2022_ML_EES
Users that are interested in 2022_ML_EES are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences☆14Aug 18, 2022Updated 3 years ago
- 🌎 A curated list of Earth system datasets for the machine learning and weather, climate, ice, ocean, etc. community.☆29Dec 9, 2022Updated 3 years ago
- ☆20Jun 26, 2025Updated last year
- Example python scripts to detect flash drought events from gridded soil moisture data☆13Apr 6, 2024Updated 2 years ago
- Visualizing data to better monitor issues around food security☆14Nov 28, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆13Jan 6, 2023Updated 3 years ago
- CMIP6 climate data extraction and treatment by multi-polygon shapefile using ESGF NetCDF and WORLDCLIM datasets☆11Sep 25, 2021Updated 4 years ago
- Repository for #30DayMapChallenge - 2021☆12Mar 14, 2022Updated 4 years ago
- 🗺️ To be able to discover, request and use aggregate imagery products based on landsat-8/9, Sentinel 2 and other sensors from within QG…☆18Feb 10, 2025Updated last year
- Paper scripts for O and Park (Nature Commun. Earth Environ, 2024)☆12Feb 10, 2024Updated 2 years ago
- machine learning for the atmospheric sciences - a CSU course☆34Oct 30, 2023Updated 2 years ago
- The course material for the programming course in DEES, University of Manchester☆10Jan 6, 2026Updated 6 months ago
- Earth Computer Hyperparameter Optimization☆22Updated this week
- Linear Regression for data set with correlated or uncorrelated uncertainties in both axes.☆13Updated this week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A QGIS plugin for Geographically Weighted Regression(GWR).☆12May 29, 2022Updated 4 years ago
- Forecasting of forest drought impacts in Switzerland from satellite imagery, weather reanalysis and remote sensing data. Pixel-wise forec…☆15Sep 14, 2023Updated 2 years ago
- Zoish is a Python package that streamlines machine learning by leveraging SHAP values for feature selection and interpretability, making …☆13Sep 26, 2025Updated 10 months ago
- Use `outlines` generators with Haystack.☆14Updated this week
- A method of estimating transpiration directly from carbon, water, and energy fluxes, such as eddy covariance datasets☆14Apr 13, 2023Updated 3 years ago
- Maps made for the #30DayMapChallenge☆12Dec 3, 2020Updated 5 years ago
- crawler nature journal cover☆15Jun 5, 2023Updated 3 years ago
- To accompany the paper "Connecting Beamforming and Kernel-based Noise Source Inversion"☆14Apr 25, 2023Updated 3 years ago
- This is the section website for Geography 178/258, Conceptual Modeling and Programing for the Geo-Sciences, offered at the University of …☆20May 26, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A Reversible Jump Markov Chain Monte Carlo Library written by Rhys Hawkins, Research School of Earth Sciences, Australian National Univer…☆12Jun 6, 2022Updated 4 years ago
- predicting vegetation health from precipitation and temperature☆12May 2, 2019Updated 7 years ago
- Course materials for EDS 220 "Remote Sensing and Environmental Data", at the University of California, Santa Barbara, offered in Fall 202…☆12Nov 17, 2021Updated 4 years ago
- ☆13Dec 12, 2022Updated 3 years ago
- ☆15Sep 30, 2022Updated 3 years ago
- SUEWS that speaks Python☆13Feb 18, 2023Updated 3 years ago
- Au Naturel is a LaTeX template built on top of the standard article class, roughly emulating some characteristics of the Nature Publishin…☆10May 2, 2018Updated 8 years ago
- Intro course for research with QGIS and Google Earth Engine☆13Apr 18, 2022Updated 4 years ago
- Run GEOS-Chem easily on AWS cloud☆41Jul 9, 2026Updated 2 weeks ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Remote Sensing of Ice Albedo with GEE☆21Jan 3, 2024Updated 2 years ago
- ☆18Oct 16, 2025Updated 9 months ago
- Implementations of two-layer models by Held et al. and Geoffroy et al.☆11Feb 27, 2024Updated 2 years ago
- Satellite imagery treatment pipeline : band combination, pansharpening & mosaicing.☆16Apr 18, 2023Updated 3 years ago
- xarray-based wavelet analysis☆16Oct 14, 2022Updated 3 years ago
- A well-trained CNN model for earthquake detection on multiple stations.☆18Mar 29, 2025Updated last year
- Making predictions using Graphcast while using data from CDS and pysolar.☆27Feb 27, 2025Updated last year