مدل‌سازی فضایی در GIS و R برای علوم زمین و محیط زیست ۲۰۱۹
Spatial Modeling in GIS and R for Earth and Environmental Sciences 2019

1. Cover image

2. Title page

3. Table of Contents

4. Copyright

5. Dedication

6. List of Contributors

1. Spatial Analysis of Extreme Rainfall Values Based on Support Vector Machines Optimized by Genetic Algorithms: The Case of Alfeios Basin, Greece

2. Remotely Sensed Spatial and Temporal Variations of Vegetation Indices Subjected to Rainfall Amount and Distribution Properties

3. Numerical Recipes for Landslide Spatial Prediction Using R-INLA: A Step-by-Step Tutorial

4. Geospatial Multicriteria Decision Analysis in Forest Operational Planning

5. Parameter Optimization of KINEROS2 Using Particle Swarm Optimization Algorithm Within R Environment for Rainfall–Runoff Simulation

6. Land-Subsidence Spatial Modeling Using the Random Forest Data-Mining Technique

7. GIS-Based SWARA and Its Ensemble by RBF and ICA Data-Mining Techniques for Determining Suitability of Existing Schools and Site Selection of New School Buildings

8. Application of SWAT and MCDM Models for Identifying and Ranking Suitable Sites for Subsurface Dams

9. Habitat Suitability Mapping of Artemisia aucheri Boiss Based on the GLM Model in R

10. Flood-Hazard Assessment Modeling Using Multicriteria Analysis and GIS: A Case Study—Ras Gharib Area, Egypt

11. Landslide Susceptibility Survey Using Modeling Methods

12. Prediction of Soil Disturbance Susceptibility Maps of Forest Harvesting Using R and GIS-Based Data-Mining Techniques

13. Spatial Modeling of Gully Erosion Using Linear and Quadratic Discriminant Analyses in GIS and R

14. Artificial Neural Networks for Flood Susceptibility Mapping in Data-Scarce Urban Areas

15. Modeling the Spatial Variability of Forest Fire Susceptibility Using Geographical Information Systems and the Analytical Hierarchy Process

16. Prioritization of Flood Inundation of Maharloo Watershed in Iran Using Morphometric Parameters Analysis and TOPSIS MCDM Model

17. A Robust Remote Sensing–Spatial Modeling–Remote Sensing (R-M-R) Approach for Flood Hazard Assessment

18. Prioritization of Effective Factors on Zataria multiflora Habitat Suitability and its Spatial Modeling

19. Prediction of Soil Organic Carbon and its Mapping Using Regression Analyses and Remote Sensing Data in GIS and R

20. 3D Reconstruction of Landslides for the Acquisition of Digital Databases and Monitoring Spatiotemporal Dynamics of Landslides Based on GIS Spatial Analysis and UAV Techniques

21. A Comparative Study of Functional Data Analysis and Generalized Linear Model Data-Mining Techniques for Landslide Spatial Modeling

22. Regional Groundwater Potential Analysis Using Classification and Regression Trees

23. Comparative Evaluation of Decision-Forest Algorithms in Object-Based Land Use and Land Cover Mapping

24. Statistical Modeling of Landslides: Landslide Susceptibility and Beyond

25. Assessing the Vulnerability of Groundwater to Salinization Using GIS-Based Data-Mining Techniques in a Coastal Aquifer

26. A Framework for Multiple Moving Objects Detection in Aerial Videos

27. Modeling Soil Burn Severity Prediction for Planning Measures to Mitigate Post Wildfire Soil Erosion in NW Spain

28. Factors Influencing Regional-Scale Wildfire Probability in Iran: An Application of Random Forest and Support Vector Machine

29. Land Use/Land Cover Change Detection and Urban Sprawl Analysis

30. Spatial Modeling of Gully Erosion: A New Ensemble of CART and GLM Data-Mining Algorithms

31. Multihazard Exposure Assessment on the Valjevo City Road Network

32. Producing a Spatially Focused Landslide Susceptibility Map Using an Ensemble of Shannon’s Entropy and Fractal Dimension (Case Study: Ziarat Watershed, Iran)

33. A Conceptual Model of the Relationship Between Plant Distribution and Desertification Trend in Rangeland Ecosystems Using R Software

40. Index