Comparison of multimodel simulations of land use and land cover change considering integrated constraints- A case study of the Fuxian Lake basin

被引:65
|
作者
Lin, Zhiqiang [1 ,2 ,3 ,4 ]
Peng, Shuangyun [1 ,2 ,3 ,4 ]
机构
[1] Yunnan Normal Univ, Dept Geog, Kunming 650500, Peoples R China
[2] GIS Technol Engn Res Ctr West China Resources, Kunming 650500, Peoples R China
[3] Environm Educ Minist, Kunming 650500, Peoples R China
[4] Yunnan Geospatial Informat Technol Engn Res Ctr, Kunming 650500, Peoples R China
关键词
Integrated restricted area; LUCC simulation; CA-Markov model; FLUS model; PLUS model; Fuxian Lake basin; ANT COLONY OPTIMIZATION; CLUE-S MODEL; CELLULAR-AUTOMATA; SCENARIO SIMULATION; USE/COVER CHANGE; URBAN-GROWTH; MARKOV; FLUS; SUITABILITY; SPRAWL;
D O I
10.1016/j.ecolind.2022.109254
中图分类号
X176 [生物多样性保护];
学科分类号
090705 ;
摘要
The simulation and future prediction of spatial and temporal land use and land cover change (LUCC) have long been the focus (and challenge) of research on land use change and sustainable development. However, the existing research lacks empirical comparisons among different simulation models under the same conditions in the same region; hence, the most accurate simulation results cannot be obtained through the optimal model. In this paper, taking the Fuxian Lake basin as an example, the CA-Markov, FLUS, and PLUS models are adopted to explore the optimal model for simulating LUCC in this basin by integrating restricted areas of LUCC. This study shows the following. (1) The simulation results are more accurate under the joint restrictions of open water, prohibited development zones and ecological protection red lines than under a single restriction. (2) All three models can simulate the LUCC in the Fuxian Lake basin. Among these models, the PLUS model has the highest simulation accuracy in simulating LUCC at the basin scale and offers the best match of land types in terms of their quantity and spatial distribution. (3) The PLUS model can accurately predict the changes of LULC in the Fuxian Lake basin. The results of this study should help decision makers evaluate land use development patterns and provide a reference for the formulation of regional sustainable development policies.
引用
收藏
页数:14
相关论文
共 50 条
  • [21] Influence of land use/cover change on storm runoff - A case study of Xitiaoxi River Basin in upstream of Taihu lake watershed
    Wan Rongrong
    Yang Guishan
    CHINESE GEOGRAPHICAL SCIENCE, 2007, 17 (04) : 349 - 356
  • [22] Influence of land use/cover change on storm runoff—A case study of Xitiaoxi River Basin in upstream of Taihu Lake Watershed
    Rongrong Wan
    Guishan Yang
    Chinese Geographical Science, 2007, 17 : 349 - 356
  • [24] Assessment of land use land cover change impact on hydrological regime of a basin
    Garg, Vaibhav
    Aggarwal, S. P.
    Gupta, Prasun K.
    Nikam, Bhaskar R.
    Thakur, Praveen K.
    Srivastav, S. K.
    Kumar, A. Senthil
    ENVIRONMENTAL EARTH SCIENCES, 2017, 76 (18)
  • [25] Assessment of land use land cover change impact on hydrological regime of a basin
    Vaibhav Garg
    S. P. Aggarwal
    Prasun K. Gupta
    Bhaskar R. Nikam
    Praveen K. Thakur
    S. K. Srivastav
    A. Senthil Kumar
    Environmental Earth Sciences, 2017, 76
  • [26] Dynamic change of land use/land cover patterns and driving factors of Nansihu Lake Basin in Shandong Province, China
    Fang Wang
    Xingzhong Yuan
    Xiaoping Xie
    Environmental Earth Sciences, 2021, 80
  • [27] Settlement Formation and Land Cover and Land Use Change: A Case Study in the Brazilian Amazon
    Caldas, Marcellus M.
    Simmons, Cynthia
    Walker, Robert
    Perz, Stephen
    Aldrich, Stephen
    Pereira, Ritaumaria
    Leite, Flavia
    Arima, Eugenio
    JOURNAL OF LATIN AMERICAN GEOGRAPHY, 2010, 9 (01) : 125 - 144
  • [28] Dynamic change of land use/land cover patterns and driving factors of Nansihu Lake Basin in Shandong Province, China
    Wang, Fang
    Yuan, Xingzhong
    Xie, Xiaoping
    ENVIRONMENTAL EARTH SCIENCES, 2021, 80 (05)
  • [29] Assessing land use and land cover change detection using remote sensing in the Lake Tana Basin, Northwest Ethiopia
    Tewabe, Dires
    Fentahun, Temesgen
    COGENT ENVIRONMENTAL SCIENCE, 2020, 6 (01):
  • [30] Prediction of Land Use/Land Cover Change methods: A Study
    Bounouh, Oumayma
    Essid, Houcine
    Farah, Imed Riadh
    2017 3RD INTERNATIONAL CONFERENCE ON ADVANCED TECHNOLOGIES FOR SIGNAL AND IMAGE PROCESSING (ATSIP), 2017, : 264 - 270