A list of books, events, articles, journals, courses, etc related to Environmental Data Science.

Lectures, Data, and Exercises for Environmental Data Science at UCSB

A reproducible framework for investigating how compound drought–heat extremes influence urban water resilience, integrating climate hazards, hydrological dynamics, and socioeconomic water system responses.

performs Bayesian inference modeling to scope environmental impact assessments in sociotechnical energy systems

Detection and attribution of climate change using deep learning

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

Physics-informed machine learning and cheminformatics workflow for predicting biochar adsorption capacity of organic water contaminants using RDKit descriptors, molecular fingerprints, ChemBERTa embeddings, and a Streamlit research app.

review portal for active sustainable community development projects

Showcasing the deepforest model

MST.PMDN: 'torch for R' package implementing the deep Multivariate Skew t-Parsimonious Mixture Density Network

Analyzing areas affected by Texas blackout & socioeconomic factors that influenced recovery in 2021

Exploring Land Cover Data

PHS-GDC Prototype

Analysis of CSO Events in the Merrimack River

VaR-Aire Monterrey aplica metodologías de finanzas cuantitativas para pronosticar el riesgo de exceedance de contaminantes en la Zona Metropolitana de Monterrey.

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 a reproducible data pipeline for hurricane data visualization with multi-agency water data

Databases and Data Management

Learning the Underlying Physics of a Simulation Model of the Ocean's Temperature