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Modeling urban land use change by the integration of cellular automaton and Markov model

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Cited by:

  1. Srishti Gaur & Rajendra Singh, 2023. "A Comprehensive Review on Land Use/Land Cover (LULC) Change Modeling for Urban Development: Current Status and Future Prospects," Sustainability, MDPI, vol. 15(2), pages 1-12, January.
  2. Von Thaden, Juan José & Laborde, Javier & Guevara, Sergio & Venegas-Barrera, Crystian S., 2018. "Forest cover change in the Los Tuxtlas Biosphere Reserve and its future: The contribution of the 1998 protected natural area decree," Land Use Policy, Elsevier, vol. 72(C), pages 443-450.
  3. Camila Orellana Pereira & Rossana Escanilla-Minchel & Alejandra Cortés González & Hernán Alcayaga & Mauricio Aguayo & Miguel Aguayo Arias & Alejandro N. Flores, 2022. "Assessment of Future Land Use/Land Cover Scenarios on the Hydrology of a Coastal Basin in South-Central Chile," Sustainability, MDPI, vol. 14(24), pages 1-20, December.
  4. Guangxing Ji & Zhizhu Lai & Haibin Xia & Hao Liu & Zheng Wang, 2021. "Future Runoff Variation and Flood Disaster Prediction of the Yellow River Basin Based on CA-Markov and SWAT," Land, MDPI, vol. 10(4), pages 1-19, April.
  5. Yang, Yuanyuan & Bao, Wenkai & Liu, Yansui, 2020. "Scenario simulation of land system change in the Beijing-Tianjin-Hebei region," Land Use Policy, Elsevier, vol. 96(C).
  6. Cheechouyang Faichia & Zhijun Tong & Jiquan Zhang & Xingpeng Liu & Emmanuel Kazuva & Kashif Ullah & Bazel Al-Shaibah, 2020. "Using RS Data-Based CA–Markov Model for Dynamic Simulation of Historical and Future LUCC in Vientiane, Laos," Sustainability, MDPI, vol. 12(20), pages 1-20, October.
  7. Yuping Bai & Zhe Zhao & Chuyao Weng & Wenxuan Wang & Yecui Hu, 2021. "Scenario-Based Analysis of Land Use Competition and Sustainable Land Development in Zhangye of the Heihe River Basin, China," IJERPH, MDPI, vol. 18(19), pages 1-20, October.
  8. Rui Zhou & Hao Zhang & Xin-Yue Ye & Xin-Jun Wang & Hai-Long Su, 2016. "The Delimitation of Urban Growth Boundaries Using the CLUE-S Land-Use Change Model: Study on Xinzhuang Town, Changshu City, China," Sustainability, MDPI, vol. 8(11), pages 1-16, November.
  9. Thinh An Nguyen & Phuong Minh Thi Le & Tam Minh Pham & Huong Thi Thu Hoang & Minh Quang Nguyen & Hoa Quynh Ta & Hanh Thi My Phung & Ha Thi Thu Le & Luc Hens, 2019. "Toward a sustainable city of tomorrow: a hybrid Markov–Cellular Automata modeling for urban landscape evolution in the Hanoi city (Vietnam) during 1990–2030," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 21(1), pages 429-446, February.
  10. Chao Xu & Didit O Pribadi & Dagmar Haase & Stephan Pauleit, 2020. "Incorporating spatial autocorrelation and settlement type segregation to improve the performance of an urban growth model," Environment and Planning B, , vol. 47(7), pages 1184-1200, September.
  11. Alireza Mohammadi & Behzad Kiani & Hassan Mahmoudzadeh & Robert Bergquist, 2023. "Pedestrian Road Traffic Accidents in Metropolitan Areas: GIS-Based Prediction Modelling of Cases in Mashhad, Iran," Sustainability, MDPI, vol. 15(13), pages 1-20, July.
  12. Mohammad Reza Azimi Sardari & Ommolbanin Bazrafshan & Thomas Panagopoulos & Elham Rafiei Sardooi, 2019. "Modeling the Impact of Climate Change and Land Use Change Scenarios on Soil Erosion at the Minab Dam Watershed," Sustainability, MDPI, vol. 11(12), pages 1-21, June.
  13. Mansour, Shawky & Al-Belushi, Mohammed & Al-Awadhi, Talal, 2020. "Monitoring land use and land cover changes in the mountainous cities of Oman using GIS and CA-Markov modelling techniques," Land Use Policy, Elsevier, vol. 91(C).
  14. Xiaoli Hu & Xin Li & Ling Lu, 2018. "Modeling the Land Use Change in an Arid Oasis Constrained by Water Resources and Environmental Policy Change Using Cellular Automata Models," Sustainability, MDPI, vol. 10(8), pages 1-14, August.
  15. Muhammad Fahad Baqa & Fang Chen & Linlin Lu & Salman Qureshi & Aqil Tariq & Siyuan Wang & Linhai Jing & Salma Hamza & Qingting Li, 2021. "Monitoring and Modeling the Patterns and Trends of Urban Growth Using Urban Sprawl Matrix and CA-Markov Model: A Case Study of Karachi, Pakistan," Land, MDPI, vol. 10(7), pages 1-17, July.
  16. Zimu Jia & Bingran Ma & Jing Zhang & Weihua Zeng, 2018. "Simulating Spatial-Temporal Changes of Land-Use Based on Ecological Redline Restrictions and Landscape Driving Factors: A Case Study in Beijing," Sustainability, MDPI, vol. 10(4), pages 1-18, April.
  17. Yu Sun & Susanna Tong & Mao Fang & Y. Yang, 2013. "Exploring the effects of population growth on future land use change in the Las Vegas Wash watershed: an integrated approach of geospatial modeling and analytics," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 15(6), pages 1495-1515, December.
  18. Ehab Hendawy & A. A. Belal & E. S. Mohamed & Abdelaziz Elfadaly & Beniamino Murgante & Ali A. Aldosari & Rosa Lasaponara, 2019. "The Prediction and Assessment of the Impacts of Soil Sealing on Agricultural Land in the North Nile Delta (Egypt) Using Satellite Data and GIS Modeling," Sustainability, MDPI, vol. 11(17), pages 1-17, August.
  19. Hadi Eskandari Damaneh & Hassan Khosravi & Khalil Habashi & Hamed Eskandari Damaneh & John P. Tiefenbacher, 2022. "The impact of land use and land cover changes on soil erosion in western Iran," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 110(3), pages 2185-2205, February.
  20. Ruci Wang & Hao Hou & Yuji Murayama, 2018. "Scenario-Based Simulation of Tianjin City Using a Cellular Automata–Markov Model," Sustainability, MDPI, vol. 10(8), pages 1-20, July.
  21. Hebing Zhang & Qingqing Yan & Fangfang Xie & Shouchen Ma, 2023. "Evaluation and Prediction of Landscape Ecological Security Based on a CA-Markov Model in Overlapped Area of Crop and Coal Production," Land, MDPI, vol. 12(1), pages 1-18, January.
  22. Cong Cao & Suzana Dragićević & Songnian Li, 2019. "Short-Term Forecasting of Land Use Change Using Recurrent Neural Network Models," Sustainability, MDPI, vol. 11(19), pages 1-18, September.
  23. Xuesong Gao & Yu Liu & Lun Liu & Qiquan Li & Ouping Deng & Yali Wei & Jing Ling & Min Zeng, 2018. "Is Big Good or Bad?: Testing the Performance of Urban Growth Cellular Automata Simulation at Different Spatial Extents," Sustainability, MDPI, vol. 10(12), pages 1-10, December.
  24. Chunliu Gao & Deqiang Cheng & Javed Iqbal & Shunyu Yao, 2023. "Spatiotemporal Change Analysis and Prediction of the Great Yellow River Region (GYRR) Land Cover and the Relationship Analysis with Mountain Hazards," Land, MDPI, vol. 12(2), pages 1-24, January.
  25. Mustafa, Ahmed & Cools, Mario & Saadi, Ismaïl & Teller, Jacques, 2017. "Coupling agent-based, cellular automata and logistic regression into a hybrid urban expansion model (HUEM)," Land Use Policy, Elsevier, vol. 69(C), pages 529-540.
  26. Katarzyna Kocur-Bera & Anna Lyjak, 2021. "Analysis of Changes in Agricultural Use of Land After Poland’s Accession to the EU," European Research Studies Journal, European Research Studies Journal, vol. 0(4), pages 517-533.
  27. Hongjie Peng & Lei Hua & Xuesong Zhang & Xuying Yuan & Jianhao Li, 2021. "Evaluation of ESV Change under Urban Expansion Based on Ecological Sensitivity: A Case Study of Three Gorges Reservoir Area in China," Sustainability, MDPI, vol. 13(15), pages 1-23, July.
  28. Auwalu Faisal Koko & Wu Yue & Ghali Abdullahi Abubakar & Roknisadeh Hamed & Akram Ahmed Noman Alabsi, 2020. "Monitoring and Predicting Spatio-Temporal Land Use/Land Cover Changes in Zaria City, Nigeria, through an Integrated Cellular Automata and Markov Chain Model (CA-Markov)," Sustainability, MDPI, vol. 12(24), pages 1-21, December.
  29. Zhiping Liu & Yingxue Feng & Jing Li & Haoyu Tao & Zhen Liu & Xiaodan Li & Yue Hu, 2024. "Analysis of the Wangping Brownfield Using a Two-Step Urban Brownfield Redevelopment Model," Land, MDPI, vol. 13(11), pages 1-22, November.
  30. Farid El Wahidi & Julien Radoux & Quentin Ponette & Pierre Defourny, 2015. "Entity-Based Landscape Modelling to Assess the Impacts of Different Incentives Mechanisms on Argan Forest Dynamics," Land, MDPI, vol. 4(4), pages 1-27, November.
  31. Xiuyan Zhao & Changhong Miao, 2022. "Spatial-Temporal Changes and Simulation of Land Use in Metropolitan Areas: A Case of the Zhengzhou Metropolitan Area, China," IJERPH, MDPI, vol. 19(21), pages 1-27, October.
  32. Muhammad Tauhidur Rahman & Adel S. Aldosary & Md. Golam Mortoja, 2017. "Modeling Future Land Cover Changes and Their Effects on the Land Surface Temperatures in the Saudi Arabian Eastern Coastal City of Dammam," Land, MDPI, vol. 6(2), pages 1-16, May.
  33. Hazem T. Abd El-Hamid & Hoda Nour-Eldin & Nazih Y. Rebouh & Ahmed M. El-Zeiny, 2022. "Past and Future Changes of Land Use/Land Cover and the Potential Impact on Ecosystem Services Value of Damietta Governorate, Egypt," Land, MDPI, vol. 11(12), pages 1-15, November.
  34. Sona Bikdeli, 2020. "Redevelopment modeling for land suitability evaluation of the suburb brown-fields using fuzzy logic and GIS, northeastern Iran," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(7), pages 6213-6232, October.
  35. Siddique Ullah & Adnan Ahmad Tahir & Tahir Ali Akbar & Quazi K. Hassan & Ashraf Dewan & Asim Jahangir Khan & Mudassir Khan, 2019. "Remote Sensing-Based Quantification of the Relationships between Land Use Land Cover Changes and Surface Temperature over the Lower Himalayan Region," Sustainability, MDPI, vol. 11(19), pages 1-16, October.
  36. Fatih Sari, 2024. "Predicting future opportunities and threats of land-use changes on beekeeping activities in Turkey," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(9), pages 22389-22420, September.
  37. Binpin Gao & Yingmei Wu & Chen Li & Kejun Zheng & Yan Wu & Mengjiao Wang & Xin Fan & Shengya Ou, 2022. "Multi-Scenario Prediction of Landscape Ecological Risk in the Sichuan-Yunnan Ecological Barrier Based on Terrain Gradients," Land, MDPI, vol. 11(11), pages 1-22, November.
  38. Michel Opelele Omeno & Ying Yu & Wenyi Fan & Tolerant Lubalega & Chen Chen & Claude Kachaka Sudi Kaiko, 2021. "Analysis of the Impact of Land-Use/Land-Cover Change on Land-Surface Temperature in the Villages within the Luki Biosphere Reserve," Sustainability, MDPI, vol. 13(20), pages 1-23, October.
  39. Wen Li & Jianwei Geng & Jingling Bao & Wenxiong Lin & Zeyan Wu & Shuisheng Fan, 2023. "Spatial and Temporal Evolution Patterns of Habitat Quality under Tea Plantation Expansion and Multi-Scenario Simulation Study: Anxi County as an Example," Land, MDPI, vol. 12(7), pages 1-19, June.
  40. Melaku Bogale Fitawok & Ben Derudder & Amare Sewnet Minale & Steven Van Passel & Enyew Adgo & Jan Nyssen, 2020. "Modeling the Impact of Urbanization on Land-Use Change in Bahir Dar City, Ethiopia: An Integrated Cellular Automata–Markov Chain Approach," Land, MDPI, vol. 9(4), pages 1-17, April.
  41. Han, Yu & Jia, Haifeng, 2017. "Simulating the spatial dynamics of urban growth with an integrated modeling approach: A case study of Foshan, China," Ecological Modelling, Elsevier, vol. 353(C), pages 107-116.
  42. Jing Yang & Feng Shi & Yizhong Sun & Jie Zhu, 2019. "A Cellular Automata Model Constrained by Spatiotemporal Heterogeneity of the Urban Development Strategy for Simulating Land-use Change: A Case Study in Nanjing City, China," Sustainability, MDPI, vol. 11(15), pages 1-19, July.
  43. Eshetu Yirsaw & Wei Wu & Xiaoping Shi & Habtamu Temesgen & Belew Bekele, 2017. "Land Use/Land Cover Change Modeling and the Prediction of Subsequent Changes in Ecosystem Service Values in a Coastal Area of China, the Su-Xi-Chang Region," Sustainability, MDPI, vol. 9(7), pages 1-17, July.
  44. Yiting Zuo & Jie Cheng & Meichen Fu, 2022. "Analysis of Land Use Change and the Role of Policy Dimensions in Ecologically Complex Areas: A Case Study in Chongqing," Land, MDPI, vol. 11(5), pages 1-27, April.
  45. Miao Wang & Meixue Yang, 2023. "Analysis of the Evolution of Land-Use Types in the Qilian Mountains from 1980 to 2020," Land, MDPI, vol. 12(2), pages 1-18, January.
  46. Taher M. Radwan, 2019. "Monitoring Agricultural Expansion in a Newly Reclaimed Area in the Western Nile Delta of Egypt Using Landsat Imageries," Agriculture, MDPI, vol. 9(7), pages 1-14, July.
  47. Hérivaux, C. & Vinatier, F. & Sabir, M. & Guillot, F. & Rinaudo, J.D., 2021. "Combining narrative scenarios, local knowledge and land-use change modelling for integrating soil erosion in a global perspective," Land Use Policy, Elsevier, vol. 105(C).
  48. Li, Sheng & Nadolnyak, Denis & Hartarska, Valentina, 2019. "Agricultural land conversion: Impacts of economic and natural risk factors in a coastal area," Land Use Policy, Elsevier, vol. 80(C), pages 380-390.
  49. Jie Song & Xinyu Fu & Ruoniu Wang & Zhong-Ren Peng & Zongni Gu, 2018. "Does planned retreat matter? Investigating land use change under the impacts of flooding induced by sea level rise," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 23(5), pages 703-733, June.
  50. Shigeaki F. Hasegawa & Takenori Takada, 2019. "Probability of Deriving a Yearly Transition Probability Matrix for Land-Use Dynamics," Sustainability, MDPI, vol. 11(22), pages 1-11, November.
  51. Xiuquan Li & Meizhen Wang & Xuejun Liu & Zhuan Chen & Xiaojian Wei & Weitao Che, 2018. "MCR-Modified CA–Markov Model for the Simulation of Urban Expansion," Sustainability, MDPI, vol. 10(9), pages 1-18, August.
  52. Yanan Li & Linghua Duo & Ming Zhang & Zhenhua Wu & Yanjun Guan, 2021. "Assessment and Estimation of the Spatial and Temporal Evolution of Landscape Patterns and Their Impact on Habitat Quality in Nanchang, China," Land, MDPI, vol. 10(10), pages 1-19, October.
  53. Selamawit Haftu Gebresellase & Zhiyong Wu & Huating Xu & Wada Idris Muhammad, 2023. "Scenario-Based LULC Dynamics Projection Using the CA–Markov Model on Upper Awash Basin (UAB), Ethiopia," Sustainability, MDPI, vol. 15(2), pages 1-27, January.
  54. Shuqing Wang & Xinqi Zheng, 2023. "Dominant transition probability: combining CA-Markov model to simulate land use change," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 6829-6847, July.
  55. Sarah Hasan & Wenzhong Shi & Xiaolin Zhu & Sawaid Abbas & Hafiz Usman Ahmed Khan, 2020. "Future Simulation of Land Use Changes in Rapidly Urbanizing South China Based on Land Change Modeler and Remote Sensing Data," Sustainability, MDPI, vol. 12(11), pages 1-24, May.
  56. LIANG, Jingmin & CHEN, Jiayu & TONG, De & LI, Xin, 2022. "Planning control over rural land transformation in Hong Kong: A remote sensing analysis of spatio-temporal land use change patterns," Land Use Policy, Elsevier, vol. 119(C).
  57. Meryem Qacami & Abdellatif Khattabi & Said Lahssini & Nabil Rifai & Modeste Meliho, 2023. "Land-cover/land-use change dynamics modeling based on land change modeler," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 70(1), pages 237-258, February.
  58. Luo, Dong & Zhang, Wenting, 2014. "A comparison of Markov model-based methods for predicting the ecosystem service value of land use in Wuhan, central China," Ecosystem Services, Elsevier, vol. 7(C), pages 57-65.
  59. Courage Kamusoko & Yukio Wada & Toru Furuya & Shunsuke Tomimura & Mitsuru Nasu & Khamma Homsysavath, 2013. "Simulating Future Forest Cover Changes in Pakxeng District, Lao People’s Democratic Republic (PDR): Implications for Sustainable Forest Management," Land, MDPI, vol. 2(1), pages 1-19, January.
  60. Youjung Kim & Galen Newman & Burak Güneralp, 2020. "A Review of Driving Factors, Scenarios, and Topics in Urban Land Change Models," Land, MDPI, vol. 9(8), pages 1-22, July.
  61. Cunha, Elias Rodrigues da & Santos, Celso Augusto Guimarães & Silva, Richarde Marques da & Bacani, Vitor Matheus & Pott, Arnildo, 2021. "Future scenarios based on a CA-Markov land use and land cover simulation model for a tropical humid basin in the Cerrado/Atlantic forest ecotone of Brazil," Land Use Policy, Elsevier, vol. 101(C).
  62. Anasua Chakraborty & Sujit Sikder & Hichem Omrani & Jacques Teller, 2022. "Cellular Automata in Modeling and Predicting Urban Densification: Revisiting the Literature since 1971," Land, MDPI, vol. 11(7), pages 1-19, July.
  63. Glavan, Matjaž & Miličić, Vesna & Pintar, Marina, 2013. "Finding options to improve catchment water quality—Lessons learned from historical land use situations in a Mediterranean catchment in Slovenia," Ecological Modelling, Elsevier, vol. 261, pages 58-73.
  64. Faisal Mumtaz & Yu Tao & Waqar Ahmed Bashir & Mariam Kareem & Wang Gengke & Lingling Li & Barjeece Bashir, 2020. "Transition Of Lulc And Future Predictions By Using Ca-Markov Chain Model (A Case Study Of Metropolitan City Lahore, Pakistan)," Earth Sciences Malaysia (ESMY), Zibeline International Publishing, vol. 4(2), pages 146-151, October.
  65. Shufang Wang & Xiyun Jiao & Liping Wang & Aimin Gong & Honghui Sang & Mohamed Khaled Salahou & Liudong Zhang, 2020. "Integration of Boosted Regression Trees and Cellular Automata—Markov Model to Predict the Land Use Spatial Pattern in Hotan Oasis," Sustainability, MDPI, vol. 12(4), pages 1-13, February.
  66. Yu, Ziyue & Deng, Xiangzheng & Cheshmehzangi, Ali & Mangi, Eugenio, 2023. "Structural succession of land resources under the influence of different policies: A case study for Shanxi Province, China," Land Use Policy, Elsevier, vol. 132(C).
  67. Harik, G. & Alameddine, I. & Zurayk, R. & El-Fadel, M., 2023. "Uncertainty in forecasting land cover land use at a watershed scale: Towards enhanced sustainable land management," Ecological Modelling, Elsevier, vol. 486(C).
  68. Miao Guan & Changsheng Xiong, 2022. "The Net Spatio-Temporal Impact of the International Tourism Is-Land Strategy on the Ecosystem Service Value of Hainan Island: A Counterfactual Analysis," Land, MDPI, vol. 11(10), pages 1-15, September.
  69. Opeyemi A. Zubair & Wei Ji & Trina E. Weilert, 2017. "Modeling the Impact of Urban Landscape Change on Urban Wetlands Using Similarity Weighted Instance-Based Machine Learning and Markov Model," Sustainability, MDPI, vol. 9(12), pages 1-24, December.
  70. Zhang, Chunxiao & Chen, Min & Li, Rongrong & Fang, Chaoyang & Lin, Hui, 2016. "What's going on about geo-process modeling in virtual geographic environments (VGEs)," Ecological Modelling, Elsevier, vol. 319(C), pages 147-154.
  71. Parviz Azizi & Ali Soltani & Farokh Bagheri & Shahrzad Sharifi & Mehdi Mikaeili, 2022. "An Integrated Modelling Approach to Urban Growth and Land Use/Cover Change," Land, MDPI, vol. 11(10), pages 1-26, October.
  72. Markos Mathewos & Semaria Moga Lencha & Misgena Tsegaye, 2022. "Land Use and Land Cover Change Assessment and Future Predictions in the Matenchose Watershed, Rift Valley Basin, Using CA-Markov Simulation," Land, MDPI, vol. 11(10), pages 1-28, September.
  73. Hao Ye & Yongyong Song & Dongqian Xue, 2022. "Multi-Scenario Simulation of Land Use and Habitat Quality in the Guanzhong Plain Urban Agglomeration, China," IJERPH, MDPI, vol. 19(14), pages 1-22, July.
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