University of Washington ICESat-2 Hackweek (@ICESAT-2HackWeek)

Top repositories

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2020_ICESat-2_Hackweek_Tutorials

Combined repository for the final tutorial material presented at the 2020 ICESat-2 Cryosphere-themed Hackweek presented virtually by the University of Washington.
Jupyter Notebook
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2

ICESat2_hackweek_tutorials

Combined repository for final tutorial material from 2019 ICESat-2 HackWeek at the Univeristy of Washington
Jupyter Notebook
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3

website2022

ICESat-2 Hackweek 2022 landing page and jupyter book
Jupyter Notebook
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4

sea-ice-tutorials

ICESat-2 hack week repository for the sea ice tutorials
Jupyter Notebook
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5

geospatial-analysis

Geospatial data analysis with Python - NumPy, Pandas, GeoPandas
Jupyter Notebook
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6

ICESat-2-Hackweek-2023

ICESat-2 Hackweek 2023 tutorials and event website
Jupyter Notebook
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7

surface_classification

Unsupervised surface clustering on ICESat-2's ATL03
Jupyter Notebook
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8

learning-resources

ICESat-2 Hackweek Learning Resources Website
Jupyter Notebook
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9

intro-jupyter

Introduction to Jupyter and IPython
Jupyter Notebook
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10

intro-git

Introduction to Git and Github. A short tutorial for the 2020 ICESat-2 HackWeek.
Jupyter Notebook
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11

data-access

Jupyter Notebook
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12

ScienceDataGeneration

Example of processing work flow to generate science data from ICESat-2
Python
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13

intro-hdf5

Intro to HDF5 and ICESat-2 data files
Jupyter Notebook
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14

Clouds_and_data_filtering

Tutorial investigating how clouds can affect surface detection in ATL03 and ATL06
Jupyter Notebook
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15

intro_ICESat2

Introductory talks on ICESat-2 from the project, land-ice, and sea-ice teams
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16

h5cloud

Jupyter Notebook
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17

topohack

Taking ICESat-2 to the mountains: a workflow using satellite laser altimetry to resolve topography over complex terrain
Jupyter Notebook
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18

xtrak

Repo for the cross-track project group, for fine-scale spatiotemporal interpolation between ICESat-2 tracks
Jupyter Notebook
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19

intro-jupyter-git

Introductory tutorials to the Jupyter ecosystem and Git
Jupyter Notebook
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20

Machine-Learning

Introductory Machine Learning Tutorial for ICESat-2 Tutorial - 2020
Jupyter Notebook
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21

IS2_velocity

Calculate surface ice velocity from repeat passes of ICESAT-2.
Jupyter Notebook
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22

icesat-2hackweek.github.io

HTML
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23

Land_Ice_Applications

Demstrations of ICESat-2 land ice products, from photons clouds to elevation differences
Jupyter Notebook
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24

WaterNoice

Jupyter Notebook
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25

CloudMask

Fetch, classify, and label ICESat-2 data
Jupyter Notebook
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26

coastal_topobathy

Team project aimed at extracting sections of tracklines, and identifying bathymetry and coastal morphology - can be extended to other questions!
Jupyter Notebook
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27

Snowblower

Blowing snow - how sure are we of the blowing snow flag in ICESat-2 L7 product?
Jupyter Notebook
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28

projects_2020

List of projects and links for the 2020 Virtual Hackweek
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29

Assimilation

Jupyter Notebook
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30

crossovers

Working group for applying ICESat-2 data to change detection in areas without repeat-tracks (e.g., Alaskan glaciers sampled in the "land/vegetation mode")
Jupyter Notebook
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31

3D_CRS_Transformation_Resources

Notes and code to understand and successfully perform accurate 3D coordinate reference system (CRS) transformations
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32

jupyter-image-2020

Repository for building IceSat2 Hackweek 2020 JupyterHub Image
Shell
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33

ground2float

Identifying grounding zones from ICESat-2
Python
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34

EverythingAnyWhereAllAtOnce

Where on Earth will ICESat-2 be available at the same time as everything else?
Jupyter Notebook
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data-correction

Jupyter Notebook
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36

Polynyas

Characterizing polynyas using ICESat-2 integrated with multiple datasets
Jupyter Notebook
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37

ice-discharge

2022 ICESat-2 Hackweek ice-discharge project group
Jupyter Notebook
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38

intro-shell

Introduction to the command line basics
Jupyter Notebook
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39

gridding

Jupyter Notebook
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40

segtrax

ICESat-2 sea ice segment tracker
Jupyter Notebook
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41

sample_project_repository

Project template for Hackweek projects
Jupyter Notebook
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42

3DLAKE

Jupyter Notebook
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43

elevation-change

Jupyter Notebook
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44

2022-snow-dem-large

working group to investigate the influence of DEM choice and other details on estimates of snow depth using ICESat-2
Jupyter Notebook
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Floes-are-Swell

Jupyter Notebook
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antarctic-ripples

Jupyter Notebook
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surfit

Jupyter Notebook
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projects_2019

Index of group projects from the 2019 ICESat-2 hackweek
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49

xarray_open_tutorial

Notebook and data for short xarray open tutorial
Jupyter Notebook
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50

leading_to_phytoplankton

Jupyter Notebook
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51

FirnAndMelt

IceSat-2 analysis of firn and melt pond processes
Jupyter Notebook
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52

overcast

A python package to use ICESat-2 datasets to study the clouds and surface types underneath, including leads, sea ice ridges, etc.
Jupyter Notebook
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