Machine-Learning-in-Glaciology-Workshop / Project_MB_Regression
Tutorial to learn how to train different machine learning methods to model glacier mass balance.
☆23Updated 5 months ago
Alternatives and similar repositories for Project_MB_Regression:
Users that are interested in Project_MB_Regression are comparing it to the libraries listed below
- Notebook tutorials for the Open Global Glacier Model (OGGM)☆18Updated 5 months ago
- A curated link list related to the cryosphere and its subspheres☆17Updated 2 years ago
- Equilibration of glaciers under different climate states (GlacierMIP3 - Equi)☆20Updated 2 months ago
- MuSA: The Multiple Snow data Assimilation System☆16Updated 2 months ago
- A positive degree day model for glacier surface mass balance☆19Updated last year
- Scripts to calculate glacier mass balance as part of the IACS RAGMAC Intercomparison experiment.☆8Updated last year
- ALpine Parameterized Glacier Model (ALPGM v1.2). Open-source regional glacier evolution model based on deep learning and parametrizations…☆41Updated 3 months ago
- Tool for modeling water resources in glacierized catchments. Combines a temperature-index melt model with the conceptual catchment model …☆18Updated 3 weeks ago
- The Instructed Glacier Model (IGM)☆39Updated last year
- A Distributed Surface Mass Balance Model☆21Updated 4 years ago
- ☆23Updated 3 years ago
- Automated Grounding Line Delineation☆15Updated 2 years ago
- Documentation for the use of OGGM-Edu materials in an upper-level undergraduate course☆9Updated 3 years ago
- This repository contains scripts to apply the MTM-SVD analysis method to climate data and model outputs. It is a direct adaptation of the…☆16Updated 4 years ago
- A collection of glacier graphics that can be used for education and outreach☆14Updated 3 years ago
- HydroAnalysis is a Python package to calculate indices and metrics useful in the everyday job of an hydrologist.☆11Updated 3 months ago
- Methods to stack geospatial rasters and run memory-efficient computations.☆14Updated 2 weeks ago
- A curated link list related to the cryosphere and its subspheres☆13Updated 2 years ago
- Educational notebooks to be run on https://edu.oggm.org☆13Updated 3 months ago
- WAVI ice sheet model☆29Updated this week
- Antarctic Mapping Tools for MATLAB functions for analyzing and mapping Antarctic geospatial datasets.☆21Updated 3 years ago
- Notes and practicals for my "Physics of the Climate System" lecture☆27Updated 6 months ago
- Interactive Jupyter Book for wrangling, visualizing, and analyzing ICESat-2 sea ice thickness data☆16Updated 2 years ago
- ☆9Updated last year
- This repository contains notebooks and tools to identify snowmelt timing using time series analysis of backscatter of Sentinel-1 C-band S…☆40Updated 7 months ago
- Ice sheet and glacier boundaries and basins☆13Updated 3 weeks ago
- Implementation of the HYMOD rainfall-runoff model in Python and Julia☆21Updated 4 years ago
- Marine Modelling in Python - A NIOZ Course☆22Updated 5 years ago
- Greenland liquid water runoff from 1958 through 2019☆16Updated 8 months ago
- Examples of analysis of ocean data and simulation outputs using xarray, xgcm, and pangeo.☆21Updated 5 years ago