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Multi-Scenario Simulation of Land Use and Habitat Quality in the Guanzhong Plain Urban Agglomeration, China

Author

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  • Hao Ye

    (School of Geography and Tourism, Shaanxi Normal University, Xi’an 710119, China)

  • Yongyong Song

    (School of Geography and Tourism, Shaanxi Normal University, Xi’an 710119, China)

  • Dongqian Xue

    (School of Geography and Tourism, Shaanxi Normal University, Xi’an 710119, China)

Abstract

Regional habitat quality is a proxy of biodiversity. Simulating changes in land use and habitat quality in urban agglomerations is the scientific basis for promoting the optimal allocation of land resources and building ecological civilizations in urban agglomerations. Therefore, we established a research framework mainly consisting of the Future Land Use Simulation (FLUS) model with the Integrated Valuation of Environmental Services and Tradeoffs (InVEST) model to predict the spatial and temporal distribution of habitat quality. In addition, we set three scenarios which were a natural development scenario, a cultivated land protection scenario, and an ecological protection scenario to analyze the changes of habitat quality in the Guanzhong Plain urban agglomeration in 2035. The results showed that: (1) the FLUS model had an excellent effect on the simulation of land-use change in the Guanzhong Plain urban agglomeration, with an overall accuracy of 0.952 and a kappa coefficient of 0.924. (2) From 2000 to 2035, the cultivated land area of the study area, which was mainly transferred into construction land and grassland, shrank due to the process of urbanization. (3) The habitat quality score of this region gradually decreased from 2000 to 2020, and it continued to decrease to 0.6921 in 2035 under the natural development scenario, while it increased under the other two scenarios. The low-value areas of habitat quality were mainly located in the middle of this region with Xi’an as the core, whereas the high-value areas were mainly distributed in the southern Qinling Mountains and the northern Loess Plateau. (4) Of the different scenarios, the ecological protection scenario had the highest habitat quality, while the natural development scenario had the lowest. Besides this, we also found that the cultivated protection scenario had high habitat quality, which was mainly because the rate of occupation of ecological land was controlled. The results are expected to provide a scientific basis for optimizing the spatial allocation of land resources and promoting the sustainable use of land space in other ecologically fragile urban agglomerations.

Suggested Citation

  • 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.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:14:p:8703-:d:864802
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    as
    1. Billionnet, Alain, 2013. "Mathematical optimization ideas for biodiversity conservation," European Journal of Operational Research, Elsevier, vol. 231(3), pages 514-534.
    2. Hamza K. Kija & Joseph O. Ogutu & Lazaro J. Mangewa & John Bukombe & Francesca Verones & Bente J. Graae & Jafari R. Kideghesho & Mohammed Y. Said & Emmanuel F. Nzunda, 2020. "Spatio-Temporal Changes in Wildlife Habitat Quality in the Greater Serengeti Ecosystem," Sustainability, MDPI, vol. 12(6), pages 1-19, March.
    3. Xin Fan & Xinchen Gu & Haoran Yu & Aihua Long & Damien Sinonmatohou Tiando & Shengya Ou & Jiangfeng Li & Yuejing Rong & Guiling Tang & Yanjun Zheng & Mingjie Shi & Mengwen Wang & Xiong Wang & Chunbo H, 2021. "The Spatial and Temporal Evolution and Drivers of Habitat Quality in the Hung River Valley," Land, MDPI, vol. 10(12), pages 1-20, December.
    4. Qinglong Ding & Yang Chen & Lingtong Bu & Yanmei Ye, 2021. "Multi-Scenario Analysis of Habitat Quality in the Yellow River Delta by Coupling FLUS with InVEST Model," IJERPH, MDPI, vol. 18(5), pages 1-19, March.
    5. Tim Newbold & Lawrence N. Hudson & Samantha L. L. Hill & Sara Contu & Igor Lysenko & Rebecca A. Senior & Luca Börger & Dominic J. Bennett & Argyrios Choimes & Ben Collen & Julie Day & Adriana De Palma, 2015. "Global effects of land use on local terrestrial biodiversity," Nature, Nature, vol. 520(7545), pages 45-50, April.
    6. Guan, DongJie & Li, HaiFeng & Inohae, Takuro & Su, Weici & Nagaie, Tadashi & Hokao, Kazunori, 2011. "Modeling urban land use change by the integration of cellular automaton and Markov model," Ecological Modelling, Elsevier, vol. 222(20), pages 3761-3772.
    7. Xueping Su & Yong Zhou & Qing Li, 2021. "Designing Ecological Security Patterns Based on the Framework of Ecological Quality and Ecological Sensitivity: A Case Study of Jianghan Plain, China," IJERPH, MDPI, vol. 18(16), pages 1-32, August.
    8. Shuangshuang Liu & Qipeng Liao & Mingzhu Xiao & Dengyue Zhao & Chunbo Huang, 2022. "Spatial and Temporal Variations of Habitat Quality and Its Response of Landscape Dynamic in the Three Gorges Reservoir Area, China," IJERPH, MDPI, vol. 19(6), pages 1-20, March.
    9. A. Baccini & S. J. Goetz & W. S. Walker & N. T. Laporte & M. Sun & D. Sulla-Menashe & J. Hackler & P. S. A. Beck & R. Dubayah & M. A. Friedl & S. Samanta & R. A. Houghton, 2012. "Estimated carbon dioxide emissions from tropical deforestation improved by carbon-density maps," Nature Climate Change, Nature, vol. 2(3), pages 182-185, March.
    10. Mingruo Chu & Jiayi Lu & Dongqi Sun, 2022. "Influence of Urban Agglomeration Expansion on Fragmentation of Green Space: A Case Study of Beijing-Tianjin-Hebei Urban Agglomeration," Land, MDPI, vol. 11(2), pages 1-19, February.
    11. Kelli L. Larson & Dave D. White & Patricia Gober & Amber Wutich, 2015. "Decision-Making under Uncertainty for Water Sustainability and Urban Climate Change Adaptation," Sustainability, MDPI, vol. 7(11), pages 1-24, November.
    12. Xu Zhang & Chunjuan Lyu & Xiang Fan & Rutian Bi & Lu Xia & Caicai Xu & Bo Sun & Tao Li & Chenggang Jiang, 2022. "Spatiotemporal Variation and Influence Factors of Habitat Quality in Loess Hilly and Gully Area of Yellow River Basin: A Case Study of Liulin County, China," Land, MDPI, vol. 11(1), pages 1-17, January.
    13. Xue Zhang & Lingyun Liao & Zhengduo Xu & Jiayu Zhang & Mengwei Chi & Siren Lan & Qiaochun Gan, 2022. "Interactive Effects on Habitat Quality Using InVEST and GeoDetector Models in Wenzhou, China," Land, MDPI, vol. 11(5), pages 1-19, April.
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    1. Li Zhao & Mengwei Su & Xueyan Wang & Xiaoqing Li & Xinhan Chang & Pengtao Zhang, 2023. "Spatial–Temporal Evolution and Prediction of Habitat Quality in Beijing–Tianjin–Hebei Region Based on Land Use Change," Land, MDPI, vol. 12(3), pages 1-16, March.
    2. Xuan Zhang & Huali Tong & Ling Zhao & Enwei Huang & Guofeng Zhu, 2024. "Spatial and Temporal Dynamics and Multi-Scenario Forecasting of Habitat Quality in Gansu–Qinghai Contiguous Region of the Upper Yellow River," Land, MDPI, vol. 13(7), pages 1-19, July.
    3. Tianyue Ma & Jing Li & Shuang Bai & Fangzhe Chang & Zhai Jiang & Xingguang Yan & Jiahao Shao, 2022. "Optimization and Construction of Ecological Security Patterns Based on Natural and Cultivated Land Disturbance," Sustainability, MDPI, vol. 14(24), pages 1-19, December.

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