Notebooks for AI2ES (NSF Institute for Research on Trustworthy Artificial Intelligence in Weather, Climate, and Coastal Oceanography) short course on XAI (explainable artificial intelligence).
☆18Dec 4, 2023Updated 2 years ago
Alternatives and similar repositories for ai2es_xai_course
Users that are interested in ai2es_xai_course are comparing it to the libraries listed below
Sorting:
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆20Nov 18, 2022Updated 3 years ago
- Matlab scripts and functions for processing output files from the Variable Infiltration Capacity (VIC) model.☆16Jan 24, 2022Updated 4 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 5 years ago
- Python forcing engine for WRF-Hydro☆28Dec 11, 2025Updated 2 months ago
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆30Jul 9, 2025Updated 8 months ago
- Net Primary Productivity Estimations Powered by Google Earth Engine☆10Sep 16, 2023Updated 2 years ago
- MPO 624 CLASS FOR SPRING 2018☆14May 30, 2018Updated 7 years ago
- This program converts Standardised Precipitation-Evapotranspiration Index (SPEI) data from the netcdf format to csv and Excel formats.☆11Jun 5, 2024Updated last year
- Wstęp do programowania używając R☆10Mar 14, 2024Updated last year
- Example python scripts to detect flash drought events from gridded soil moisture data☆12Apr 6, 2024Updated last year
- Call XGBoost from Fortran☆12Jun 20, 2023Updated 2 years ago
- WRF-SFIRE data acquisitiion, forecasting, data assimilation, and visualization in Python.☆44Feb 19, 2026Updated 2 weeks ago
- ☆13Jun 26, 2025Updated 8 months ago
- Soil Health Data Cube for Europe☆14Jul 24, 2025Updated 7 months ago
- ACOLITE: repository for LUTs☆15Nov 4, 2025Updated 4 months ago
- Workflow and tools for detecting snow-covered area, accumulation area ratio, and seasonal snowlines on mountain glacier surfaces using La…☆12Jun 3, 2025Updated 9 months ago
- A python package for physics-informed machine learning for solving partial differential equations☆13Feb 12, 2025Updated last year
- NCAS data tools training material☆11Feb 5, 2026Updated last month
- Python utils for atmospheric & ocean sciences. Includes tools for popular datasets such as Aeronet, models (WRF, ROMS), satellite retriev…☆13Jan 4, 2026Updated 2 months ago
- ☆11Oct 27, 2021Updated 4 years ago
- Learning Python for spatio-temporal analysis☆12Nov 19, 2022Updated 3 years ago
- Predicting train delay using previous weather and delay information of trains☆11Oct 25, 2017Updated 8 years ago
- These are my contributions to the weekly #TidyTuesday challenges!☆11May 30, 2021Updated 4 years ago
- Codes and data for global mapping of root-shoot ratios☆13May 10, 2021Updated 4 years ago
- Soil quality both increases crop production and improves resilience to climate change☆11Apr 26, 2022Updated 3 years ago
- This is a dehazed method for remote sensing image, which based on CycleGAN.☆12May 10, 2022Updated 3 years ago
- ☆11Jun 13, 2024Updated last year
- CMIP6 climate data extraction and treatment by multi-polygon shapefile using ESGF NetCDF and WORLDCLIM datasets☆11Sep 25, 2021Updated 4 years ago
- This repository contains the scripts used to prepare and run CASA (The Carnegie-Ames-Stanford Approach) terrestrial carbon cycle model.☆11Aug 14, 2024Updated last year
- Matlab toolbox for constructing a copula-based joint distribution for bivariate, trivariate, and multivariate cases.☆11Sep 18, 2023Updated 2 years ago
- This repository contains all the scripts used for the python class for JRFs at IITM☆12Dec 17, 2024Updated last year
- Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences☆14Aug 18, 2022Updated 3 years ago
- Zoish is a Python package that streamlines machine learning by leveraging SHAP values for feature selection and interpretability, making …☆11Sep 26, 2025Updated 5 months ago
- Work in Progress: A resource for people transitioning from ArcGIS to R for spatial stuff☆13Mar 22, 2021Updated 4 years ago
- ☆10Oct 28, 2023Updated 2 years ago
- Distributed dynamic process model (DDPM) is a bidirectional coupling eco-hydrological model for (but not limited to) steppe inland river …☆10Jul 9, 2025Updated 8 months ago
- ☆10Feb 18, 2026Updated 2 weeks ago
- Repository for the manuscript: 'Impacts of past abrupt land change on local biodiversity globally'☆11Oct 20, 2019Updated 6 years ago
- Bias Correction Tool for GPM precipitation data☆11Jul 12, 2022Updated 3 years ago