[GIS Book/PDF] Spatial Modeling in GIS and R for Earth and Environmental Sciences

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  1. Spatial Analysis of Extreme Rainfall Values Based on Support Vector Machines Optimized by Genetic Algorithms: The Case of Alfeios Basin, Greece Paraskevas Tsangaratos, Ioanna Ilia, and Ioannis Matiatos
  2. Remotely Sensed Spatial and Temporal Variations of Vegetation Indices Subjected to Rainfall Amount and Distribution Properties Mohammad Hossein Shahrokhnia and Seyed Hamid Ahmadi
  3. Numerical Recipes for Landslide Spatial Prediction by Using R-INLA: A Step-By-Step Tutorial Luigi Lombardo, Thomas Opitz, and Raphaël Huser
  4. An Integrative Approach of Geospatial Multi-Criteria Decision Analysis for Forest Operational Planning Sattar Ezzati
  5. Parameters Optimization of KINEROS2 Using Particle Swarm Optimization Algorithm within R Environment for Rainfall-Runoff Simulation Hadi Memarian, Mohsen Pourreza Bilondi, and Zinat Komeh
  6. Land-Subsidence Spatial Modeling Using Random Forest Data Mining Technique Hamid Reza Pourghasemi and Mohsen Mohseni Saravi
  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 Mahdi Panahi, Mohammad Yekrangnia, Zohre Bagheri, Hamid Reza Pourghasemi, Fahtemeh Rezai, Iman Nasiri Aghdam, and Ali Akbar Damavandi
  8. Application of SWAT and MCDM Models for Identifying and Ranking the Suitable Sites for Subsurface Dams Javad Chezgi
  9. Habitat Suitability Mapping of Artemisia Aucheri Boiss Based on GLM Model in R Gholamabbas Ghanbarian , Mohammad Reza Raoufat, Hamid Reza Pourghasemi, and Roja Safaeian
  10. Flood-Hazard Assessment Modeling Using Multi-Criteria Analysis and GIS: A Case Study: Ras Gharib Area, Egypt Ahmed M. Youssef and Mahmoud A. Hegab
  11. Landslide Susceptibility Survey Using Modelling Methods Hamidreza Moradi, Mohammad Taqhi Avand, and Saeid Janizadeh
  12. Prediction of Soil Disturbance Susceptibility Maps of Forest Harvesting Using R and GIS-Based Data Mining Techniques Saeid Shabani
  13. Spatial Modeling of Gully Erosion Using Linear and Quadratic Discriminant Analyses in GIS and R Alireza Arabameri and Hamid Reza Pourghasemi
  14. Artificial Neural Networks for Flood Susceptibility Mapping in Data-Scarce Urban Areas Fatemeh Falah, Omid Rahmati, Mohammad Rostami, Ebrahim Ahmadisharaf, Ioannis N. Daliakopoulos, and Hamid Reza Pourghasemi
  15. Modelling the Spatial Variability of Forest Fire Susceptibility Using Geographical Information Systems (GIS) and Analytical Hierarchy Process (AHP) Gigović Ljubomir, Dragan Pamučar, Siniša Drobnjak, and Hamid Reza Pourghasemi
  16. Prioritization of Flood Inundation of Maharloo Watershed in Iran Using Morphometric Parameters Analysis and TOPSIS MCDM Model Mahdis Amiri, Hamid Reza Pourghasemi, Alireza Arabameri, Arya Vazirzadeh, Hossein Yousefi, and Sasan Kafaei
  17. A Robust R-M-R (Remote Sensing – Spatial Modeling – Remote Sensing) Approach for Flood Hazard Assessment Stathopoulos Nikolaos, Kalogeropoulos Kleomenis, Chalkias Christos, Dimitriou Elias, Skrimizeas Panagiotis, Louka Panagiota, and Papadias Vagelis
  18. Prioritization of Effective Factors on Zataria Multiflora Habitat Suitability and Its Spatial Modeling Mohsen Edalat, Enayat Jahangiri, Emran Dastras, and Hamid Reza Pourghasemi
  19. Prediction of Soil Organic Carbon Using Regression Kriging Model and Remote Sensing Data Gouri Sankar Bhunia, Pravat Kumar Shit, Hamid Reza Pourghasemi, and Mohsen Edalat
  20. 3D Reconstruction of Landslides for the Acquisition of Digital Databases and Monitoring Spatio-Temporal Dynamics of Landslides based on GIS Spatial Analysis and UAV Techniques Ştefan Bilaşco, Sanda Roşca, Dănuț Petrea, Iuliu Vescan, Ioan Fodorean, and Sorin Filip
  21. A Comparative Study of Functional Data Analysis and Generalized Linear Model Data Mining Techniques for Landslide Spatial Modelling Wei Chen, Hamid Reza Pourghasemi, Shuai Zhang, and Jiale Wang
  22. Regional Groundwater Potential Analysis Using Classification and Regression Trees Bahram Choubin, Omid Rahmati, Freidoon Soleimani, Hossein Alilou, Ehsan Moradi, and Nasrin Alamdari
  23. Comparative Evaluation of Decision-Forest Algorithms in Object-Based Land Use and Land Cover Mapping Ismail Colkesen and Taskin Kavzoglu
  24. Statistical Modelling of Landslides: Landslide Susceptibility and Beyond Stefan Steger and Christian Kofler
  25. Assessing the Vulnerability of Groundwater to Salinization Using GIS-Based Data Mining Techniques in a Coastal Aquifer Alireza Motevalli, Hamid Reza Pourghasemi, Hossein Hashemi, and Vahid Gholami
  26. A Framework for Multiple Moving Objects Detection in Aerial Videos Bahareh Kalantar, Alfian Abdul Halin, Husam Abdulrasool H. Al-Najjar, Shattri Mansor, John L. van Genderen, Helmi Zulhaidi M. Shafri, and Mohsen Zand
  27. Modelling Soil Burn Severity Prediction for Planning Measures to Mitigate Post Wildfire Soil Erosion in NW Spain José M. Fernández-Alonso, Cristina Fernández, Stefano Arellano, and José A. Vega
  28. Factors Influencing Regional Scale Wildfire Probability in Iran: An Application of Random Forest and Support Vector Machine Abolfazl Jaafari and Hamid Reza Pourghasemi
  29. Land Use/Land Cover Change Detection and Urban Sprawl Analysis Cláudia M. Viana, Sandra Oliveira, Sérgio C. Oliveira, and Jorge Rocha
  30. Spatial Modeling of Gully Erosion: A New Ensemble of CART and GLM Data Mining Algorithms Amiya Gayen and Hamid Reza Pourghasemi
  31. Multi-Hazard Exposure Assessment on the Valjevo City Road Network Marjanović Miloš, Abolmasov Biljana, Milenković Svetozar, Đurić Uroš, Krušić Jelka, and Mileva Samardžić-Petrović
  32. Producing a Spatially Focused Landslide Susceptibility Map Using an Ensemble of Shannon's Entropy and Fractal Dimension (The Ziarat Watershed, Iran) Aiding Kornejady and Hamid Reza Pourghasemi
  33. A Conceptual Model on Relationship between Plant Spatial Distribution and Desertification Trend in Rangeland Ecosystems Hamid Reza Pourghasemi, Narges Kariminejad, and Mohsen Hosseinalizadeh

Book Info

Spatial Modeling in GIS and R for Earth and Environmental Sciences

Author(s): Hamid Reza Pourghasemi;Candan Gokceoglu

Publisher: Elsevier, Year: 2019

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