a compilation of geoscience resources

• Pythia
• Pangeo
• Python GIS 
• AutoGIS 2022 and AutoGIS 2018 (University of Helsinki)
• Geospatial Data Analysis in Python (University of Washington)
• useful packages - xdem, rasterio, rioxarray, geoutils, xarray, gdal, fiona, geopandas, pygmt, shapely 

• Research Computing in the Earth Sciences (Columbia University) and the updated textbook, Earth and Environmental Data Science
• Collaborative and Reproducible Data Science (Berkeley) - with lots more resources on the first page
• Research Software Engineering textbook
• Cryocloud

• metashape onsite tutorials
• metashape youtube 
• historical structure from motion (HSFM)
• Geo-SfM (University of Svalbard)
• Geo-UAV (University of Svalbarad) 
• comparison of photogrammetry software

• radartutorial.eu
• Open Polar Server - radar data and processing
  
• ImpDAR - open source impulse radar processing
• GPRPy - open source GPR processing
• xApRES - under construction, python-based processing of ApRES data

• Planet Labs (usually can get through sign up as a phd student or gov’t worker)
• USGS Earth Explorer - for present & historic satellite and aerial imagery
• Polar Geospatial Center (can request worldview imagery with NSF grant #)

• SUMUP firn core dataset - shallow and deep firn cores
• Polar Geospatial Center - arctic and antarctic DEMs
• USAP-DC - Antarctic data and project repository
• Open Polar Server - radar data and processing
• Pangea.de - earth science datasets

• Ice Pack - flexible Python library for modeling ice flow, built on C++ and Firedrake

• notes from ice sheet seminar in 2022 (led by Jonny Kingslake)
• NASA GISS youtube - all kinds of cryosphere and sea-level-rise-related videos
• WAIS workshop talks - 2019, 2020, 2021, 2022, 2023
• EGU talks and guidelines
• SCAR Instant talks 2023 - atmosphere/ocean/ice interactions

• presentation for REU students
• Template Lab
• Activate Your Science

• acing the personal statement

• course.fast.ai