Agent Based Land Use Models

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Agent Based Land Use Models by Mind Map: Agent Based Land Use Models

1. applications [2]

1.1. policy analysis

1.2. participatory modelling

1.3. spatial pattern analysis

1.4. testing social science concepts

1.5. explaining land use functions

2. challenges [1]

2.1. modelling complexity

2.2. modeling individual decision making

2.3. modelling collective actions

2.4. parameterization & validation

3. human decision making

3.1. decision models [4]

3.1.1. assumption / calibration

3.1.2. participatory

3.1.3. institution based

3.1.4. microeconomic

3.1.5. space theory based

3.1.6. psychological and cognitive

3.1.7. experience / preference based

3.1.8. empirical / heuristic

3.1.9. evolutionary programming

3.2. decision theories [10]

3.2.1. rationality

3.2.2. bounded rationality

3.2.3. non-rationality

4. ecological process representation [8]

4.1. static

4.2. dynamic

4.2.1. transition rules

4.2.2. regressions

4.2.3. individual-based

4.2.4. general equilibrium

5. data collection [3]

5.1. sample surveys

5.2. observation

5.3. field & lab experiments

5.4. companion modelling

5.5. GIS / remote sensing

6. frameworks

6.1. ODD + D [5]

6.2. MoHuB [9]

6.3. Important dimensions in agricultural ABM [11]