A curated list of open technology projects to sustain a stable climate, energy supply, biodiversity and natural resources.

Contributors: Wei Ji

Name: Wei Ji
Login: weiji14
Email: [email protected]
Description: Geospatial Data Scientist/ML Practitioner @developmentseed. Towards GPU-native and cloud-native geospatial machine learning!
Website: https://weiji14.xyz
Location: Wellington
Company: @developmentseed
Repositories count: 67
Last synced at: 2024-05-01T10:09:42.150Z
Total stars: 270
Followers: 318
Following: 156
Funding Links:
https://github.com/sponsors/weiji14
OST Projects: 2
Languages: Jupyter Notebook
Categories: Cryosphere
Sub Categories: Glacier and Ice Sheets
Topics: analysis-ready-data, antarctica, binder, datashader, hdf5, ice-sheet, icesat-2, intake, open-science, pygmt, zarr, bedmap, chainer, deep-neural-network, digital-elevation-model, generative-adversarial-network, glaciology, pangeo, super-resolution, ice-sheet-models, issm, biber, latex, phd-thesis, betterposter, conference-poster

Contributed Projects

DeepBedMap

Using a deep neural network to better resolve the bed topography of Antarctica.

antarctica bedmap binder chainer data-science deep-neural-network digital-elevation-model flat-file-db generative-adversarial-network glaciology jupyter-notebook optuna pangeo remote-sensing super-resolution

Cryosphere - Glacier and Ice Sheets - Last synced: 27 Apr 2025 - Ranking: 5.5

DeepIceDrain

Mapping and monitoring deep subglacial water activity in Antarctica using remote sensing and machine learning.

analysis-ready-data antarctica big-data binder datashader hdf5 ice-sheet icesat-2 intake jupyter-lab open-science pygmt python3 zarr

Cryosphere - Glacier and Ice Sheets - Last synced: 27 Apr 2025 - Ranking: 4.8