TutorialsΒΆ

These tutorials consist of Jupyter Notebooks that can be run in our preconfigured software environment. If you are attending the hackweek, you have access to a JupyterHub environment with all the necessary Python software packages installed that are needed to run through these tutorials interactively. On JupyterHub, your home directory persists so any changes you make to the tutorials will be saved and be there for you next time you log in.

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Anyone can run these tutorials interactively on a temporary server via MyBinder.org, but notebooks requiring authenticated data access will run into errors:

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All live tutorial recordings available via UW eScience YouTube Playlist. Or see the table below for links to specific tutorial notebooks and recordings:

Tutorial

Topics

Datasets

Recording Link

Open Science Tools

Git, GitHub, JupyterHub

n/a

Recording

SnowEx Mission Overview

SnowEx, Airborne + field data

Snow pit data

Recording

Project Team Building

HackWeek project tips

n/a

Recording

Geospatial fundamentals

raster, vector, python

DEMs, SNOTEL

Part 1, Part 2

NSIDC Data Access

API access to NASA archives

GPR

Recording

SnowExSQL

databases, SQL

All SnowEx datasets

Recording

LiDAR

altimeters, point clouds

ICESat2, ASO, snow depth

Recording

Thermal IR

energy balance

in-situ, airborne, ASTER

Recording

Snow microstructure

microstructure

SMP, MicroCT

Recording

Ground Penetrating Radar

snow depth

GPR, Magnaprobe

Recording

Machine Learning

theory, snow depth

Tensorflow, Keras

Recording

Microwave Radar

theory, SWE

Sentinel-1, UAVSAR, SWESARR

Recording

Timelapse Cameras

snow depth

2017,2020 field campaigns

Recording

Modeling

hydrologic modeling, data assimilation

NASA LIS

Recording

Open Science

resources, open source software

n/a

Recording