There are 2 repositories under environmental-data-science topic.
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
performs Bayesian inference modeling to scope environmental impact assessments in sociotechnical energy systems
review portal for active sustainable community development projects
Detection and attribution of climate change using deep learning
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 Met Office UKV high-resolution dataset
Learning the Underlying Physics of a Simulation Model of the Ocean's Temperature
Exploring Land Cover Data
Website for the Environmental Data Science Summit
Analyzing areas affected by Texas blackout & socioeconomic factors that influenced recovery in 2021
PHS-GDC Prototype
Showcasing the deepforest model
Variational data assimilation with deep prior
Exploring the SEVIRI Level 1.5 dataset
Describing a pipeline to preprocess NOAA gridded rainfall reanalysis dataset
This repo is a demonstration of the workflow of the paper: The Use of Computational Fingerprinting Techniques to Distinguish Sources of Accelerants Used in Wildfire Arson
This repo is accompanying the publication: “Computational fingerprinting workflow for environmental source tracking of microplastic based on representative additives”
a collection of weather data & data cleaning from the University of Michigan Biological Station, 1980 to 2020
Exploring the Cosmos-UK soil moisture dataset
Showcasing the detectreeRGB model
Exploring MODIS MOD021KM and FIRMS datasets
Showcasing the IceNet model
Showcasing a deep learning model for detecting floating objects
Databases and Data Management