weiji14/cryospheric-data-lakes

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Created over 7 years ago
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weiji14/cryospheric-data-lakes

weiji14

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Big data tools to handle various cryospheric remote sensing datasets, mostly in python.

zen3geo

The 🌏 data science library you've been waiting for~

deepbedmap

Going beyond BEDMAP2 using a super resolution deep neural network. Also a convenient flat file data repository for high resolution bed elevation datasets around Antarctica.

Jupyter Notebook

deepicedrain

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

Jupyter Notebook

30DayMapChallenge2021

2021 #30DayMapChallenge data visualization project. Maps made using PyGMT whenever possible.

nz_convnet

A U-net based ConvNet for NZ imagery to classify building outlines.

Jupyter Notebook

s2s2net

Sentinel-2 Super-Resolution Segmentation Network

agu2021

Poster material for AGU Fall Meeting 2021 hybrid conference on 13-17 December 2021.

Jupyter Notebook

pyissm

Experimental code on running the Ice Sheet System Model (ISSM) via Python instead of the default Matlab interface.

nz_space_challenge

A prototype end-to-end deep learning solution to identify and traverse crevasses in Antarctica for safer navigation. Uses supervised classification and reinforcement learning.

Jupyter Notebook

phdthesis

The subglacial landscape and hydrology of Antarctica mapped from space

letsjustwander

A blog to jot down wanderlusting thoughts with a heck of a mindset. Built using the Eleventy static site generator.

nzasc2021

Poster presented at the New Zealand Antarctic Science Conference 2021 in Christchurch on 10 February 2021.

Jupyter Notebook

actinspacenz

Developing a solution for maritime monitoring using ConvNets on Sentinel 1 radar imagery.

Jupyter Notebook

foss4g2023oceania

The ecosystem of geospatial machine learning tools in the Pangeo world.

Jupyter Notebook

dat-docker

Docker build of [Dat](https://github.com/datproject/dat) - the distributed data sharing tool.

bambooflow

First make the hollow pipe, then let the water flow~

weiji14.github.io

My personal website and Curriculum Vitae. Built using Eleventy!

beaker-browser

Docker build of the experimental beaker browser with peer-to-peer Web protocols.

kaikoura3d

3D visualization of New Zealand's Kaikoura coast using Qgis2threejs and Landsat8 data

aucklandLidar

3D LiDAR point cloud visualization of Auckland New Zealand's Central Business District using LAStools