Regression models types

Boosted regression trees (BRT)

Regression analysis

Linear regression

Spatial Regression

Factors and data

- Transportation network

- Special interactions in the form of neighborhood indices.

- The topography

- Access

- Slope.

- Disturb.

- Urban map

- City size.

- Transportation cost.

- State capital dummy

- Health care

- Climate

- Initial schooling public services.

- Density—land use and land cover change

- Land transactions

- Road junctions— population change

- Demographical and annual average air temperature data.

- Patch density

- Land scape shape index.

- Aggregation index

- Total area

- A multi temporal land sat TM/ETM imagery time series, data set coverage.