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SyracuseUniversity:
EAR601
Data Science in Earth and Environmental Sciences
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Pennsylvania Oil and Gas Mapping
Data Science in Earth and Environmental Sciences
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Section 1: Introduction to Intelligent Earth
Module Overview
Summary
Overall Learning Objectives
How to Adapt this Module for Your Own Teaching
How to Adapt this Module
Section 2: Data Science Tools and Methods for Computing with Environmental Data
Introduction
Summary & Learning Objectives
Python and Jupyter Notebook Basics
HydroShare
Learning Activity
Check Your Understanding
First Bite of Machine Learning in Python
Background
Learning Activity
R and RStudio Basics
Background
R and R Studio
Learning Activity
Check Your Understanding
First Bite of Machine Learning in R
Wildfire
Learning Activity
Check Your Understanding
Additional Learning Materials (Optional)
Additional Learning Resources
Section 3: Application of Data Analytics in Environmental Forensics
Introduction
Summary and Learning Objectives
Introduction to SWGT
Background
Learning Activity
Check Your Understanding
Geospatial Analysis of Groundwater Quality in Area of Shale Gas Production
Summary
Learning Activity
Section 4: Term Project
Introduction
Summary & Learning Objectives
Learning Activity
Learning Activity
Module Recap
Module Recap
