Environmental-Data-Science
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A list of books, events, articles, journals, courses, etc related to Environmental Data Science.
Environmental Data Science
Welcome!
This repository gathers information about Environmental Data Science, such as events, groups, books, papers, journals, courses, etc.
The idea is to have a place to find information about environmental data science and share it with others.
Feel free to contribute by suggesting contents (e.g., open an issue) or by making a pull request to add new content in this file.
This repository was created by Beatriz Milz in March 2021.
Content
Organizations
Events
Future events
Past events
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Environmental Data Science Summit - February 6 - 8, 2024 - Santa Barbara, California
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Environmental Data Science Summit - February 7 & 8, 2023 - Santa Barbara, California
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Environmental Data Science Summit - February 8-9, 2022 | Santa Barbara, California
Groups
Books
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Environmental Data Analysis - An Introduction with Examples in R, by Carsten Dormann
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Introduction to Environmental Data Science, by Jerry Davis (SFSU Institute for Geographic Information Science) - https://doi.org/10.1201/9781003317821
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Environmental Data Analysis - Methods and Applications, by Zhihua Zhang.
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Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote Sensing, Climate Science, and Geosciences, by Gustau Camps-Valls, Devis Tuia, Xiao Xiang Zhu, Markus Reichstein.
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Análises Ecológicas no R, by FR Da Silva, T Gonçalves-Souza, GB Paterno, DB Provete, MH Vancine (in portuguese)
Blogs and Newsletters
Articles
About Data Science
- 50 years of Data Science - David Donoho
About Environmental Data Science
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Data Analytics for Environmental Science and Engineering Research
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Machine Learning and Data Analytics for Environmental Science: A Review, Prospects and Challenges
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Evolution of machine learning in environmental science — A perspective
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Welcoming More Participation in Open Data Science for the Oceans
Special issues
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Environmetrics - Special Issue: Environmental Data Science: Part 1 - February 2023
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Environmetrics - Special Issue: Environmental Data Science: Part 2 - March 2023
Journals
R Packages
Environmental Data Journalism
Data visualizations
Workshops
Courses
Free courses
Disciplinas de pós-graduação no Brasil
Academic courses
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Imperial College London - Msc Environmental Data Science and Machine Learning
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WEC-33806 - Data Science for Ecology - Wageningen University & Research (online course)
Content from courses at the Master of Environmental Data Science (MEDS) - Bren School
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EDS 211 Team Science, Collaborative Analysis and Project Management
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EDS 213 Metadata Standards, Data Modeling and Data Semantics
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EDS 231 Text and Sentiment Analysis for Environmental Problems
Other
Contributing
Contributions are welcome! Please submit a pull request or open an issue to discuss a new resource.
We follow this code of conduct for contributors.
Contributors: Beatriz Milz, Maurício Vancine, Juliano Van Melis