tbeucler / 2022_ML_Earth_Env_SciLinks
Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences
☆14Updated 3 years ago
Alternatives and similar repositories for 2022_ML_Earth_Env_Sci
Users that are interested in 2022_ML_Earth_Env_Sci are comparing it to the libraries listed below
Sorting:
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆31Updated last year
- A Python package to facilitate synthesis and analysis of Earth system data.☆11Updated 8 months ago
- Course repository for "Machine Learning for Earth and Environmental Sciences" (UNIL, FGSE, Fall 2022)☆14Updated last year
- machine learning for the atmospheric sciences - a CSU course☆34Updated 2 years ago
- Working repository for planning/execution of the "Time of Emergence" project at the CMIP6 Hackathon☆15Updated 6 years ago
- Code used to identify and analyze drought clusters from gridded data.☆26Updated 3 years ago
- Notes and practicals for my "Physics of the Climate System" lecture☆29Updated last year
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Updated 4 years ago
- Notebooks for Pangeo Showcase Talk on Oct 12, 2022☆14Updated 3 years ago
- Material (Jupyter Notebooks) for the University of Otago Climate Data and Analytics Workshop (26 May 2022)☆13Updated 3 years ago
- ☆13Updated 3 years ago
- predicting vegetation health from precipitation and temperature☆12Updated 6 years ago
- Coelho, G. de A. et al. (2022) Potential Impacts of Future Extreme Precipitation Changes on Flood Engineering Design across the Contiguou…☆11Updated 3 years ago
- Interactive Jupyter Book for wrangling, visualizing, and analyzing ICESat-2 sea ice thickness data☆17Updated 3 years ago
- A Python library for fitting streamflow rating curves.☆20Updated last month
- Reservoir Assessment Tool☆26Updated last week
- Statistical tests on xarray objects☆14Updated last month
- Precipitation-based indices are generally considered as the simplest indices because they are calculated solely based on long-term rainfa…☆37Updated 3 years ago
- Downscaling Oceanographic Satellite Data with Convolutional Neural Networks☆22Updated 5 years ago
- Gaussian Process emulators in Python☆18Updated 6 years ago
- Examples of CMIP6 cloud data analysis with Pangeo☆26Updated last year
- Workshop materials for EGU General Assembly 2021 sessions Spatio-temporal trend analysis of spatial climate data (temperature and rainfal…☆25Updated 2 years ago
- ☆11Updated 4 years ago
- NOTE: this book is no longer maintained. Please go to 'Cloud-native geospatial data cube workflows,' linked below, instead.☆17Updated 9 months ago
- CMIP6 climate data extraction and treatment by multi-polygon shapefile using ESGF NetCDF and WORLDCLIM datasets☆11Updated 4 years ago
- codes for reproducing the results presented in the manuscript by Xia et al.☆10Updated 3 years ago
- Computer Vision Approaches to Automate Mapping of Irrigated Lands☆12Updated 2 years ago
- Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"☆14Updated last year
- Using ANN's to reveal changes in extreme events and internal variability in climate models☆13Updated 4 years ago
- Marine Modelling in Python - A NIOZ Course☆23Updated 6 years ago