Methods of Analyzing Geographic Data
Lab 1: Introduction to R, installing R, and the R environment
Lab 2: R basics & data types
Lab 3: Data structure, descriptive statistics, and histograms
Lab 4: Reading and writing data with R, descriptive statistics
Lab 5: Plotting univariate data
Lab 6: Probability & functions
Lab 7: Boxplots & t-tests
Lab 8: Central limit theorem & confidence intervals
Lab 9: Plotting categorical data & the Chi-square test
Lab 10: Mapping & spatial data analysis
Lab 11: Time series analysis
Lab 12: Correlation & regression
Introduction to Geographic Information Systems
Course Overview
Introduction to GIS
Coordinate Systems I
Coordinate Systems II
Coordinate Systems III
GIS Data Models
GIS Data Structures
Remote Sensing I
Remote Sensing II
Global Navigation Satellite System (GNSS)
Digitization
Mapping
GIS Databases
Spatial Joins
Vector Overlays
Raster Analysis I
Raster Analysis II
Terrain Analysis
Spatial Interpolation
Haskell Environmental Research Studies
Cartography Basics
Quantitative Methods Handbook