Table of Content

• Reading and Writing Spatial Data

  • Vector data
  • Raster data

• Map Projection and Coordinate Reference Systems

  • Geographic coordinate system (GCS)
  • Projected coordinate system
  • Coordinate Reference System in R

• Geoprocessing of Vector data

  • Clipping
  • Union
  • Dissolve
  • Intersect
  • Erase
  • Convex Hull
  • Buffer

• Working with Spatial Point Data

  • Create a Spatial Point Data Frame
  • Extract Environmental Covariates to SPDF
    
  • Create a Prediction Grid
  • Exploratory Data Analysis
  • Plot Data on Web Map

• Working with Spatial Polygon Data

  • Data Processing
  • Visualization
  • Animation of Time Series Data

• Working with Raster Data

  • Basic Raster Operation
  • Clipping
  • Reclassification
  • Focal Statistics
  • Raster Algebra
  • Aggregation
  • Resample
  • Mosaic
  • Convert Raster to Point Data
  • Convert Point Data to Raster
  • Raster Stack and Raster Brick
  • Digital Terrain Modeling
    • Slope
    • Aspect
    • Hillshade
    • Terrain Ruggedness Index
    • Topographic Position Index
    • Roughness
    • Curvature
    • Flow Direction