Earth Data Analytics – Foundations
Courses
COURSE 1: Fundamentals of Earth Data Analytics
COURSE 2: Topics in Earth Analytics
COURSE 3: Earth Analytics Applications
Classic earthdatascience.org
Fundamentals of Earth Data Analytics
Fundamentals of Earth Data Analytics
Unit 1: Portfolio
Text File Types
Text File Formats for Earth Data Science
Format Text With Markdown
Use Tabular Data for Earth Data Science
Version Control
What Is Version Control
Use GitHub to Collaborate on Open Science Projects
Propose changes to GitHub repositories
Practice Forking a GitHub Repository and Submitting Pull Requests
Portfolio
Join the Open Earth Data Science community online
Create your own portfolio webpage
Add images to your portfolio
Customize your website content
Spruce up your website
Add a map to your website
Practice Submitting Pull Requests
Unit 2: Time-series Data
Open Science Tools
What Is Open Reproducible Science?
Tools For Open Reproducible Science
How To Organize Your Project: Best Practices for Open Reproducible Science
Time-series Data
Climate Coding Challenge
Climate Coding Challenge
Unit 3: Vector Data
Geospatial Vector Data
Species Distribution Coding Challenge
Mapping migration
Unit 4: Raster Data
Install Python on your computer
Geospatial Raster Data
Urban Greenspace and Redlining Coding Challenge
Redlining and Urban Green Space
Final: Habitat Suitability
Climate Data 101
Habitat Suitability Coding Challenge
Habitat Suitability Coding Challenge
Fundamentals of Earth Data Analytics
Get started with open reproducible science!
Author
Elsa Culler
Published
February 20, 2025
Unit 1: Portfolio