tbeucler / 2022_ML_Earth_Env_Sci
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
- python module to make fancy plots for weather data provided by NOAA☆12Updated 3 weeks ago
- Material (Jupyter Notebooks) for the University of Otago Climate Data and Analytics Workshop (26 May 2022)☆13Updated 2 years ago
- Using the Google Earth Engine (GEE) cloud platform, the Standardised Precipitation Index (SPI), the Soil Moisture Index (SMI), and the Ve…☆14Updated 2 years ago
- Interactive Jupyter Book for wrangling, visualizing, and analyzing ICESat-2 sea ice thickness data☆15Updated 2 years ago
- A jupyter book tutorial demonstrating accessing and working with Sentinel-1 RTC imagery using xarray☆17Updated 10 months ago
- ☆13Updated 2 years ago
- Course repository for "Machine Learning for Earth and Environmental Sciences" (UNIL, FGSE, Fall 2022)☆14Updated 3 months ago
- Notebooks for Pangeo Showcase Talk on Oct 12, 2022☆13Updated 2 years ago
- Notes and practicals for my "Physics of the Climate System" lecture☆27Updated 5 months ago
- machine learning for the atmospheric sciences - a CSU course☆30Updated last year
- A Python package to facilitate synthesis and analysis of Earth system data.☆11Updated 3 months ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆26Updated 6 months ago
- Workshop materials for EGU General Assembly 2021 sessions Spatio-temporal trend analysis of spatial climate data (temperature and rainfal…☆22Updated last year
- Coelho, G. de A. et al. (2022) Potential Impacts of Future Extreme Precipitation Changes on Flood Engineering Design across the Contiguou…☆11Updated 2 years ago
- PO.DAAC & NSIDC DAAC Github repository for AGU 2020 workshop.☆15Updated 3 years ago
- Marine Modelling in Python - A NIOZ Course☆22Updated 5 years ago
- Examples of analysis of Google Cloud CMIP6 data using Pangeo tools☆14Updated 3 months ago
- Intro course for research with QGIS and Google Earth Engine☆11Updated 2 years ago
- ☆12Updated 6 years ago
- Downscaling Oceanographic Satellite Data with Convolutional Neural Networks☆22Updated 4 years ago
- Examples of CMIP6 cloud data analysis with Pangeo☆23Updated 8 months ago
- xarray-based wavelet analysis☆15Updated 2 years ago
- a toolbox for Earth System Model analysis☆28Updated 3 years ago
- a collection of remote climate data accessed via intake cached to disk☆19Updated 3 weeks ago
- Gaussian Process emulators in Python☆17Updated 5 years ago
- Working repository for planning/execution of the "Time of Emergence" project at the CMIP6 Hackathon☆15Updated 5 years ago
- Statistical tests on xarray objects☆13Updated last week
- Replication code and data links for Schwarzwald and Lenssen, 2022, The importance of internal climate variability in climate impact proje…☆12Updated last year
- A Unified Framework for Hydrology☆13Updated 4 months ago
- CryoCloud JupyterBook☆25Updated this week