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A spatiotemporal model of land use change based on ant colony optimization, Markov chain and cellular automata

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Cited by:

  1. Daquan Huang & Yuncheng Huang & Xingshuo Zhao & Zhen Liu, 2017. "How Do Differences in Land Ownership Types in China Affect Land Development? A Case from Beijing," Sustainability, MDPI, vol. 9(1), pages 1-18, January.
  2. Zhang, Yan & Chang, Xia & Liu, Yanfang & Lu, Yanchi & Wang, Yiheng & Liu, Yaolin, 2021. "Urban expansion simulation under constraint of multiple ecosystem services (MESs) based on cellular automata (CA)-Markov model: Scenario analysis and policy implications," Land Use Policy, Elsevier, vol. 108(C).
  3. Dingrao Feng & Wenkai Bao & Meichen Fu & Min Zhang & Yiyu Sun, 2021. "Current and Future Land Use Characters of a National Central City in Eco-Fragile Region—A Case Study in Xi’an City Based on FLUS Model," Land, MDPI, vol. 10(3), pages 1-25, March.
  4. Liu, Dongya & Zheng, Xinqi & Wang, Hongbin, 2020. "Land-use Simulation and Decision-Support system (LandSDS): Seamlessly integrating system dynamics, agent-based model, and cellular automata," Ecological Modelling, Elsevier, vol. 417(C).
  5. Wang, Han & Tian, Fuan & Wu, Jianxian & Nie, Xin, 2023. "Is China forest landscape restoration (FLR) worth it? A cost-benefit analysis and non-equilibrium ecological view," World Development, Elsevier, vol. 161(C).
  6. Yabo Zhao & Dixiang Xie & Xiwen Zhang & Shifa Ma, 2021. "Integrating Spatial Markov Chains and Geographically Weighted Regression-Based Cellular Automata to Simulate Urban Agglomeration Growth: A Case Study of the Guangdong–Hong Kong–Macao Greater Bay Area," Land, MDPI, vol. 10(6), pages 1-19, June.
  7. 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.
  8. Zhaoyang Li & Zelin Jiang & Yunke Qu & Yidan Cao & Feihu Sun & Yindong Dai, 2022. "Analysis of Landscape Change and Its Driving Mechanism in Chagan Lake National Nature Reserve," Sustainability, MDPI, vol. 14(9), pages 1-23, May.
  9. Meisam Jafari & Hamid Majedi & Seyed Masoud Monavari & Ali Asghar Alesheikh & Mirmasoud Kheirkhah Zarkesh, 2016. "Dynamic Simulation of Urban Expansion Based on Cellular Automata and Logistic Regression Model: Case Study of the Hyrcanian Region of Iran," Sustainability, MDPI, vol. 8(8), pages 1-18, August.
  10. 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.
  11. Borowska-Stefańska, Marta & Kobojek, Sławomir & Kowalski, Michał & Lewicki, Marek & Tomalski, Przemysław & Wiśniewski, Szymon, 2021. "Changes in the spatial development of flood hazard areas in Poland between 1990 and 2018 in the light of legal conditions," Land Use Policy, Elsevier, vol. 102(C).
  12. Wang, Liye & Zhang, Siyu & Tang, Lanping & Lu, Yanchi & Liu, Yanfang & Liu, Yaolin, 2022. "Optimizing distribution of urban land on the basis of urban land use intensity at prefectural city scale in mainland China," Land Use Policy, Elsevier, vol. 115(C).
  13. Pakawan Chotchaiwong & Saowanee Wijitkosum, 2019. "Predicting Urban Expansion and Urban Land Use Changes in Nakhon Ratchasima City Using a CA-Markov Model under Two Different Scenarios," Land, MDPI, vol. 8(9), pages 1-16, September.
  14. Esther Shupel Ibrahim & Bello Ahmed & Oludunsin Tunrayo Arodudu & Jibril Babayo Abubakar & Bitrus Akila Dang & Mahmoud Ibrahim Mahmoud & Halilu Ahmad Shaba & Sanusi Bello Shamaki, 2022. "Desertification in the Sahel Region: A Product of Climate Change or Human Activities? A Case of Desert Encroachment Monitoring in North-Eastern Nigeria Using Remote Sensing Techniques," Geographies, MDPI, vol. 2(2), pages 1-23, April.
  15. Riao, Dao & Guga, Suri & Bao, Yongbin & Liu, Xingping & Tong, Zhijun & Zhang, Jiquan, 2023. "Non-overlap of suitable areas of agro-climatic resources and main planting areas is the main reason for potato drought disaster in Inner Mongolia, China," Agricultural Water Management, Elsevier, vol. 275(C).
  16. 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.
  17. Liu, Dongya & Zheng, Xinqi & Zhang, Chunxiao & Wang, Hongbin, 2017. "A new temporal–spatial dynamics method of simulating land-use change," Ecological Modelling, Elsevier, vol. 350(C), pages 1-10.
  18. Hashem Dadashpoor & Fardis Salarian, 2020. "Urban sprawl on natural lands: analyzing and predicting the trend of land use changes and sprawl in Mazandaran city region, Iran," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(2), pages 593-614, February.
  19. 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).
  20. Yusuyunjiang Mamitimin & Zibibula Simayi & Ayinuer Mamat & Bumairiyemu Maimaiti & Yunfei Ma, 2023. "FLUS Based Modeling of the Urban LULC in Arid and Semi-Arid Region of Northwest China: A Case Study of Urumqi City," Sustainability, MDPI, vol. 15(6), pages 1-14, March.
  21. Grzegorz Oleniacz, 2021. "Czekanowski’s Diagram and Spatial Data Cluster Analysis for Planning Sustainable Development of Rural Areas," Sustainability, MDPI, vol. 13(20), pages 1-13, October.
  22. Zaheer Abbas & Guang Yang & Yuanjun Zhong & Yaolong Zhao, 2021. "Spatiotemporal Change Analysis and Future Scenario of LULC Using the CA-ANN Approach: A Case Study of the Greater Bay Area, China," Land, MDPI, vol. 10(6), pages 1-26, June.
  23. 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.
  24. Sonam Wangyel Wang & Belay Manjur Gebru & Munkhnasan Lamchin & Rijan Bhakta Kayastha & Woo-Kyun Lee, 2020. "Land Use and Land Cover Change Detection and Prediction in the Kathmandu District of Nepal Using Remote Sensing and GIS," Sustainability, MDPI, vol. 12(9), pages 1-18, May.
  25. 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.
  26. 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.
  27. Shivangi S. Somvanshi & Oshin Bhalla & Phool Kunwar & Madhulika Singh & Prafull Singh, 2020. "Monitoring spatial LULC changes and its growth prediction based on statistical models and earth observation datasets of Gautam Budh Nagar, Uttar Pradesh, India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(2), pages 1073-1091, February.
  28. Yang, Xin & Zheng, Xin-Qi & Chen, Rui, 2014. "A land use change model: Integrating landscape pattern indexes and Markov-CA," Ecological Modelling, Elsevier, vol. 283(C), pages 1-7.
  29. Tomasz Zaborowski, 2021. "It’s All about Details. Why the Polish Land Policy Framework Fails to Manage Designation of Developable Land," Land, MDPI, vol. 10(9), pages 1-27, August.
  30. Kang Liu & Chaozheng Zhang & Han Zhang & Hao Xu & Wen Xia, 2023. "Spatiotemporal Variation and Dynamic Simulation of Ecosystem Carbon Storage in the Loess Plateau Based on PLUS and InVEST Models," Land, MDPI, vol. 12(5), pages 1-18, May.
  31. 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.
  32. Haozhe Zhang & Qingyuan Yang & Huiming Zhang & Lulu Zhou & Hongji Chen, 2021. "Optimization of Land Use Based on the Source and Sink Landscape of Ecosystem Services: A Case Study of Fengdu County in the Three Gorges Reservoir Area, China," Land, MDPI, vol. 10(11), pages 1-24, November.
  33. Jian Gong & Jianxin Yang & Wenwu Tang, 2015. "Spatially Explicit Landscape-Level Ecological Risks Induced by Land Use and Land Cover Change in a National Ecologically Representative Region in China," IJERPH, MDPI, vol. 12(11), pages 1-24, November.
  34. 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.
  35. Han Wang & Yujie Jin & Xingming Hong & Fuan Tian & Jianxian Wu & Xin Nie, 2022. "Integrating IPAT and CLUMondo Models to Assess the Impact of Carbon Peak on Land Use," Land, MDPI, vol. 11(4), pages 1-16, April.
  36. Zhen Li & Songlin Wu & Shiwen Zhang & Chaojia Nie & Yong Li & Yuanfang Huang, 2020. "Optimization of Land Reuse Structure in Coal Mining Subsided Areas Considering Regional Economic Development: A Case Study in Pei County, China," Sustainability, MDPI, vol. 12(8), pages 1-16, April.
  37. 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.
  38. Xiaoqing Zhao & Sinan Li & Junwei Pu & Peipei Miao & Qian Wang & Kun Tan, 2019. "Optimization of the National Land Space Based on the Coordination of Urban-Agricultural-Ecological Functions in the Karst Areas of Southwest China," Sustainability, MDPI, vol. 11(23), pages 1-20, November.
  39. Griselda Vázquez-Quintero & Raúl Solís-Moreno & Marín Pompa-García & Federico Villarreal-Guerrero & Carmelo Pinedo-Alvarez & Alfredo Pinedo-Alvarez, 2016. "Detection and Projection of Forest Changes by Using the Markov Chain Model and Cellular Automata," Sustainability, MDPI, vol. 8(3), pages 1-13, March.
  40. 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.
  41. Lin Chu & Tiancheng Sun & Tianwei Wang & Zhaoxia Li & Chongfa Cai, 2018. "Evolution and Prediction of Landscape Pattern and Habitat Quality Based on CA-Markov and InVEST Model in Hubei Section of Three Gorges Reservoir Area (TGRA)," Sustainability, MDPI, vol. 10(11), pages 1-28, October.
  42. Siqin Wang & Yan Liu & Yongjiu Feng & Zhenkun Lei, 2022. "Spatially-explicit prediction of low-density peri-urban development: comparison between urban and rural scenarios in the Moreton Bay Region in South East Queensland, Australia," Environment and Planning B, , vol. 49(7), pages 1820-1837, September.
  43. Yashon O. Ouma & Boipuso Nkwae & Phillimon Odirile & Ditiro B. Moalafhi & George Anderson & Bhagabat Parida & Jiaguo Qi, 2024. "Land-Use Change Prediction in Dam Catchment Using Logistic Regression-CA, ANN-CA and Random Forest Regression and Implications for Sustainable Land–Water Nexus," Sustainability, MDPI, vol. 16(4), pages 1-30, February.
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