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

Exploring Met Office UKV high-resolution dataset

Website for the Environmental Data Science Summit

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