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

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

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

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

review portal for active sustainable community development projects

Showcasing the deepforest model

This repository hosts the Natural Hazards Classifier, a logistic regression-based machine learning model for predicting landslide risks using historical and real-time environmental data.

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.

PHS-GDC Prototype

Website for the Environmental Data Science Summit

TourPredict is a predictive modeling project that analyzes the impact of environmental factors on tourism resource allocation. Using data on temperature, air quality, noise levels, and visitor statistics, it builds models (Linear Regression, Random Forest) to forecast resource needs and optimize site management.

Exploring Met Office UKV high-resolution dataset

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

Exploring Land Cover Data

This repo is accompanying the publication: “Computational fingerprinting workflow for environmental source tracking of microplastic based on representative additives”

Showcasing the IceNet Python API

Analysis of CSO Events in the Merrimack River