A list of books, events, articles, journals, courses, etc related to Environmental Data Science.
Lectures, Data, and Exercises for Environmental Data Science at UCSB
Detection and attribution of climate change using deep learning
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
review portal for active sustainable community development projects
Showcasing the deepforest model
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.
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.
PHS-GDC Prototype
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
Databases and Data Management
Analyzing areas affected by Texas blackout & socioeconomic factors that influenced recovery in 2021
MST.PMDN: 'torch for R' package implementing the deep Multivariate Skew t-Parsimonious Mixture Density Network
Learning the Underlying Physics of a Simulation Model of the Ocean's Temperature
Exploring Land Cover Data
Exploring Met Office UKV high-resolution dataset
Source code for Digital Documerica, a project that seeks to broaden knowledge and engagement with the Documerica project through a set of tools and resources to explore the photographic archive of the collection
a collection of weather data & data cleaning from the University of Michigan Biological Station, 1980 to 2020
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