SECTION 1: INTRODUCTION TO SPATIAL DATA ANALYSIS
  • Introduction: What is the Course About and Meet your Instructor
  • Resources and Software to be Downloaded
  • What is Spatial Data Analysis?
  • Quick Introduction to Some Concepts Related to Spatial Data
  • Conclusions to Section 1
  • Section 1 Quiz
SECTION 2: WORKING WITH RASTER DATA
  • Read in Raster Data Using QGIS
  • Read in Raster Data in R
  • Modify CRS of Raster Bands
  • Modify Raster Stack in R
  • Plot Multiple Bands as false color composites
  • Band Arithmetic in R
  • Band Arithmetic in QGIS
  • Reclassify to Categorical Raster
  • Categorical Raster Statistics in R
  • Categorical Raster Statistics in QGIS
  • Resampling Raster Data in R
  • Clipping Raster Data in R
  • Clipping Rasters in QGIS
  • Deriving Topographic Products in R
  • Topographic Calculations in QGIS
  • Basic Statistics Calculations on Rasters in R
  • Conclusions to Section 2
  • Section 2 Quiz
SECTION 3: WORKING WITH VECTOR DATA
  • Read Vector Data in QGIS
  • Read Vector Data in R
  • Explore Shapefile Attributes in R
  • Basic Visualizations with Shapefiles in R
  • Subset and Split Shapefiles in R
  • Splitting and Merging Shapefiles in QGIS
  • Basic Analysis on Shapefiles in R
  • Conclusions to Section 3
  • Section 3 Quiz
Additional Lectures
  • Some In-Built Geospatial Datasets in R
  • Open Street Maps
  • Github