tbeucler / 2022_ML_Earth_Env_SciLinks
Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences
☆14Updated 2 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:
- Statistical tests on xarray objects☆14Updated 5 months ago
- machine learning for the atmospheric sciences - a CSU course☆32Updated last year
- Examples of CMIP6 cloud data analysis with Pangeo☆24Updated last year
- Notebooks for Pangeo Showcase Talk on Oct 12, 2022☆14Updated 2 years ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Updated 3 years ago
- Working repository for planning/execution of the "Time of Emergence" project at the CMIP6 Hackathon☆15Updated 5 years ago
- A Python package to facilitate synthesis and analysis of Earth system data.☆11Updated 2 months ago
- Notes and practicals for my "Physics of the Climate System" lecture☆27Updated 11 months ago
- Code used to identify and analyze drought clusters from gridded data.☆26Updated 2 years ago
- Course repository for "Machine Learning for Earth and Environmental Sciences" (UNIL, FGSE, Fall 2022)☆14Updated 9 months ago
- Interactive Jupyter Book for wrangling, visualizing, and analyzing ICESat-2 sea ice thickness data☆17Updated 2 years ago
- Downscaling Oceanographic Satellite Data with Convolutional Neural Networks☆21Updated 4 years ago
- Material (Jupyter Notebooks) for the University of Otago Climate Data and Analytics Workshop (26 May 2022)☆13Updated 3 years ago
- NOTE: this book is no longer maintained. Please go to 'Cloud-native geospatial data cube workflows,' linked below, instead.☆17Updated 3 months ago
- Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"☆11Updated 10 months ago
- Using the Google Earth Engine (GEE) cloud platform, the Standardised Precipitation Index (SPI), the Soil Moisture Index (SMI), and the Ve…☆15Updated 2 years ago
- Workshop materials for EGU General Assembly 2021 sessions Spatio-temporal trend analysis of spatial climate data (temperature and rainfal…☆25Updated last year
- xarray-based wavelet analysis☆16Updated 2 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
- ☆25Updated 2 years ago
- codes for reproducing the results presented in the manuscript by Xia et al.☆10Updated 3 years ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆29Updated last year
- Replication code and data links for Schwarzwald and Lenssen, 2022, The importance of internal climate variability in climate impact proje…☆12Updated 2 years ago
- a toolbox for Earth System Model analysis☆29Updated 3 years ago
- Explore the pathway toward scaled-up scientific analysis with Earthdata in the cloud. These activities focus on the community with limite…☆40Updated last year
- A Python library for fitting streamflow rating curves.☆20Updated last year
- Tutorial on building and using effective colormaps in climate science☆35Updated 5 years ago
- Precipitation-based indices are generally considered as the simplest indices because they are calculated solely based on long-term rainfa…☆36Updated 2 years ago
- MODIS Assimilation and Processing Engine☆28Updated 10 months ago
- Examples of analysis of Google Cloud CMIP6 data using Pangeo tools☆14Updated this week