Lectures, Data, and Exercises for Environmental Data Science at UCSB
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Updated
Dec 8, 2022 - Jupyter Notebook
Lectures, Data, and Exercises for Environmental Data Science at UCSB
Showcasing the IceNet Python API
A list of books, events, articles, journals, courses, etc related to Environmental Data Science.
Detection and attribution of climate change using deep learning
This repo contains materials for my teaching demo at the Bren School of Environmental Science and Management. This demo class covers basic concepts about the NetCDF data format and the Python package xarray.
Website for the Environmental Data Science Summit
Showcasing the IceNet model
Showcasing the deepforest model
PHS-GDC Prototype
This repo is accompanying the publication: “Computational fingerprinting workflow for environmental source tracking of microplastic based on representative additives”
data cleaning and curation for forest tree, woody debris, and soil inventory data from long-term research plots for LTREB at the University of Michigan Biological Station
a collection of weather data & data cleaning from the University of Michigan Biological Station, 1980 to 2020
Variational data assimilation with deep prior
Learning the Underlying Physics of a Simulation Model of the Ocean's Temperature
review portal for active sustainable community development projects
Exploring the Cosmos-UK soil moisture dataset
This repo is a demonstration of the workflow of the paper: The Use of Computational Fingerprinting Techniques to Distinguish Sources of Accelerants Used in Wildfire Arson
Describing a pipeline to preprocess NOAA gridded rainfall reanalysis dataset
Exploring Met Office UKV high-resolution dataset
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