Future Land Use with GIS - TerrSet - CA Markov - ArcGIS

"Introduction
What will be output after this course
Pre-course requirements
Introduction
Software Requirement
About Software and Methodology
TerrSet download
Methodology
Data UTM Intro
Understanding landuse value order
Landuse that we already Have – A look
Preparing Landuse related Drivers
Getting Ready Our Landuse for future Input
Urban Landuse Setting up for Model
Disturbances Urban
Roads Process
Downloading for Roads
Downloading QGIS
Street Map Conversion
Cut Vector layer to study area
Road Separation from other line features in Data using Query
Road distance
Downloading DEM and Prepare data of Landuse and Slope for Model input
Downloading Dem
Prepare Elevation Model for use with Prediction model
Process landuse with Erdas to be ready for model
Process Landuse in ArcGIS (Optional)
Slope Just A simple work
Data Management
Arrange Data for Batch Processing
Zero and one Road Layer generation (Optional)
Adding optional road layer to main data
Project Setup and Starting Land change Model in Terrset, Data conversion
Project setup in Terrset
Tiff File conversion for Model
Setting up Land Change Modeler and Image modification
Estimating Spatial Trend Change probabilities for Landuse
Transition sub model and parameter Power Test on landuse
Setting up and understand transition sub model for Land change
Testing power of Drivers and Sub Model setup
Machine Learning in Action – CA Markov Chain Model, Future Predictions
Running the Machine Learning and MLP Model
Generating future Image with Markov Chain Model
Validation of Results
Validation Method 1 Terrset
Validation Method 2 ArcGIS
After Validation Generate Future images and understand concept of Matrix
Future Landuse image Generation for year 2030,2050,2100
Modification of Future image with Matrix probability
Generation video of Urban Growth and Intermediate stage images till 2100 year
Understanding Model Settings what to change and run Model again, understanding
Resuming work after save
What if run with different landuse and different settings an Extra Run Results
Impact on Learning of land use class Full Model results. Extra with more classes
Additional GIS Task you may need it to prepare data
Convert whole Terrset Project files for ArcGIS
Method 1 for mosaic of DEM in ArcGIS
Method 2 mosaic of DEM in ArcGIS
Finding correct UTM inside ArcGIS and Reprojection to UTM
Last video
Download Data
Data Download"