Welcome to Spatial Data Analysis and Visualization
  • What is this Course About and Meet the Instructor
  • Some Spatial Data Analysis Related Concepts
  • Access the Tutorial Data
  • Conclusion to Section 1
  • Basic Spatial Data Concepts Quiz
Introduction to ArcGIS Desktop and its Functionality
  • What is ArcGIS Desktop?
  • Accessing and Displaying Spatial Data in ArcGIS
  • Finding and identifying Features and Values in ArcGIS Desktop
  • Making Selections in ArcGIS
  • Zooming and Measuring
  • Calculate Shapefile Geometry in ArcGIS
  • Working With Different Coordinate Systems in ArcGIS
  • Conclusion to Section 2
  • ArcGIS Introduction and Functionality Quiz
Working with Raster Data in ArcGIS Desktop
  • Displaying Raster Data in ArcGIS
  • Merge Rasters in ArcGIS
  • Band Arithmetic in ArcGIS Desktop
  • Reclassify a Raster in ArcGIS Desktop
  • Resample a Raster in ArcGIS
  • Topographic Data Products-Brief Theoretical Introduction
  • Topographic Calculations in ArcGIS Desktop
  • Clip a Raster to the Extent of a Polygon in ArcGIS Desktop
  • Zonal Statistics
  • Extract Raster Values to Points
  • Geo-referencing a Raster in ArcGIS Desktop
  • Conclusion to Section 3
  • Raster Processing in ArcGIS Quiz
Working with Vector Data in ArcGIS Desktop
  • Exploratory Data Analysis with Shapefile Attributes in ArcGIS Desktop
  • Basic Graphing of Shapefile Attributes in ArcGIS Desktop
  • Spatial Join with Tabular Data
  • Spatial Joins in ArcGIS Based on Spatial Location
  • Create Choropleth Maps
  • Split Shapefiles Using ArcGIS
  • Clip Shapefile in ArcGIS
  • Intersection of Shapefiles in ArcGIS
  • Add Buffer Areas to Shapefiles in ArcGIS Desktop
  • Merge and Append Shapefiles in ArcGIS Desktop
  • Dissolve Shapefiles in ArcGIS
  • Conclusion to Section 4
  • Shapefile Processing in ArcGIS Quiz
More Advanced Geoprocessing Tasks in ArcGIS: Intro to Basic Geostatistics
  • Euclidean Distance Raster Generation in ArcGIS Desktop
  • Density Analysis in ArcGIS Desktop
  • Compute Line Density in ArcGIS
  • Compute Point Density in ArcGIS
  • Kernel Density for Linear and Point Features in ArcGIS
  • Interpolation of Point Data-Theory
  • Interpolation of Point Data-Application
  • Mapping Spatial Clusters in ArcGIS Desktop-Theory
  • Mapping Spatial Clusters in ArcGIS Desktop-Application
  • Geographically Weighted Regression in ArcGIS-Theory
  • Geographically Weighted Regression in ArcGIS-Application
  • Model Builder For Automating Geoprocessing
  • Conclusion to Section 5
  • Basic Geo-statistics Quiz
Make Simple Maps in ArcGIS
  • Examples of ArcGIS Maps
  • Presenting Spatial Data As a Layer File
  • Using Base Maps provided by ArcGIS to Provide Context to Our Map
  • Putting Together a Map
  • Conclusion to Section 6
  • Map Making Quiz
BONUSES SECTION
  • Github