A list of books, events, articles, journals, courses, etc related to Environmental Data Science.
Lectures, Data, and Exercises for Environmental Data Science at UCSB
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
Detection and attribution of climate change using deep learning
performs Bayesian inference modeling to scope environmental impact assessments in sociotechnical energy systems
review portal for active sustainable community development projects
PHS-GDC Prototype
Learning the Underlying Physics of a Simulation Model of the Ocean's Temperature
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.
Exploring Land Cover Data
Website for the Environmental Data Science Summit
Exploring Met Office UKV high-resolution dataset
Analyzing areas affected by Texas blackout & socioeconomic factors that influenced recovery in 2021
Showcasing the deepforest model
This repo is accompanying the publication: “Computational fingerprinting workflow for environmental source tracking of microplastic based on representative additives”
Showcasing the IceNet Python API
a collection of weather data & data cleaning from the University of Michigan Biological Station, 1980 to 2020
Variational data assimilation with deep prior
Analysis of CSO Events in the Merrimack River
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