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Contains cf_matrix.py file with a function to make a pretty visualization of a confusion matrix.
A full crash course on Python for beginners with a focus on Data Science
Finite element modeling of glaciers and ice sheets
Jupyter notebook-based tutorials to learn how to access and work with select NSIDC DAAC data.
Combined repository for final tutorial material from 2019 ICESat-2 HackWeek at the Univeristy of Washington
Combined repository for the final tutorial material presented at the 2020 ICESat-2 Cryosphere-themed Hackweek presented virtually by the University of Washington.
NASA’s Cryosphere Altimetry Processing Toolkit
Data Science for the Geosciences
2021 NASA Cloud Hackathon co-hosted by PODAAC, NSIDC and LPDAAC, with support provided by ASDC, GESDISC, IMPACT and NASA Openscapes.
This repository contains the laboratory portion of an upper level undergraduate class in Python on data visualization and statistics for geo & space scientists. Labs are updated when the course is …
Mapping and monitoring deep subglacial water activity in Antarctica using remote sensing and machine learning, with ICESat-2!
Introduction to optical remote sensing using Python
A list of geospatial datasets on NASA's Common Metadata Repository (CMR)
Geospatial data analysis with Python - NumPy, Pandas, GeoPandas
JupyterBook for SnowEx Hackweek 2021
Code for plotting Figure 1 in Venturelli et al. (2020)
Looking at melt lakes on Amery Ice Shelf from space.
In depth notebook tutorials, relating to libraries and methods relevant to Vizzuality's Data Science Group.
Intro to HDF5 and ICESat-2 data files
Interactively visualize and contextualize high-resolution spaceborne LiDAR data from NASA's ICESat-2 mission, using the OpenAltimetry API along with the Google Earth Engine Python API and the pytho…
Deep Learning Specialization by Andrew Ng on Coursera.
Poster material for AGU Fall Meeting 2021 hybrid conference on 13-17 December 2021.
DEM differencing and time series analysis
convergence pangeo + NASA CMR + NASA data on the cloud
An open-source, interactive, and highly customizable workflow for glacier velocity mapping using feature tracking technique and satellite images.
Repo to generate an updated Table 4 for an NSF Collaborators and Other Affiliations document
Finite element modeling of subglacial hydrology.
A library for querying, stacking, masking, and slicing disparate geospatial data