deepicedrain

Ice sheet analysis tool

Analyzes and visualizes data from satellite measurements of Antarctic ice sheet changes

Mapping and monitoring deep subglacial water activity in Antarctica using remote sensing and machine learning, with ICESat-2!

GitHub

30 stars
2 watching
8 forks
Language: Jupyter Notebook
last commit: about 2 years ago
Linked from 1 awesome list

analysis-ready-dataantarcticabig-databinderdatashaderhdf5ice-sheeticesat-2intakejupyter-labopen-sciencepygmtpython3zarr

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
zmlabe/icevarfigs Tools and scripts for analyzing climate data and producing visualizations 82
chadagreene/bedmachine Provides Matlab tools for loading, interpolating, and displaying BedMachine ice sheet topography. 22
seanyx/global-river-ice-dataset-from-landsat Develops empirical models and predictions of river ice extent using satellite data 27
jlandmann/glaciersat Software package for analyzing satellite imagery of glaciers, providing monitoring tools and assessing observation uncertainties. 8
wrightni/ossp An algorithm suite for detecting and analyzing features on sea ice surfaces from high-resolution optical imagery 20
icesat-2ut/phoreal A Python-based toolbox for analyzing ICESat-2 satellite data 94
ediglacuq/fenics_ice A framework for Bayesian quantification of uncertainty in large-scale ice sheet models. 5
nasa-jpl/its_live Automated global glacier data analysis tools and web application 45
vannizhang/sea-ice An application that visualizes monthly sea ice extent data from the Arctic and Antarctic regions 23
cpk26/ice-sheet-model An ice sheet model that solves depth-integrated ice flow equations and performs inversions for basal drag using automatic differentiation 1
geoscienceaustralia/dea-notebooks Provides tools and workflows for analyzing geospatial data from Australian satellite imagery 448
cortinah/hockeystick A package providing access to essential global heating data through R. 52
tom-andersson/icenet-paper Provides reproducible results and tools for forecasting seasonal Arctic sea ice using deep learning 91
mewo2/js-ism A simple numerical model of ice sheet behavior under different climate scenarios 4
ecmwfcode4earth/deepr Project aimed at downscaling global climate data to higher resolutions using deep learning techniques. 23