基于多情景模拟的伊犁河谷土地利用景观格局分析 Landscape pattern analysis of land use in Yili River Valley based on multi-scenario simulation
崔文兵,侯国博,陈万基,赵阳,崔东
摘要(Abstract):
【目的】为探索人地协调城镇发展模式,解决绿洲重点经济建设区人地矛盾问题,模拟未来土地利用发展状况尤为重要。【方法】基于土地利用转移矩阵和PLUS(Patch-generating land use simulation, PLUS)模型对2000—2020年期间的伊犁河谷土地利用变化及其驱动因子进行分析,并设置多种发展情景进行模拟。【结果】结果显示:(1)2000—2020年伊犁河谷土地利用变化明显,其中草地退化严重,不透水面扩张显著,人地矛盾激烈。(2)各地类变化主要驱动因子差异明显,少数地类单因子主导驱动明显,大部分地类多因子复合驱动作用明显。(3)从3种情景模拟结果来看,自然情景以农田和未利用地增加为主,其次不透水面扩张明显;经济发展情景是通过增加不透水面扩张面积来达到最佳经济效益;生态保护情景下草地退化和未利用地扩张得到控制,湿地区域保护加强,实现生态效益显著提升。【结论】对土地利用驱动因子分析,要侧重多因子复合驱动作用的影响。PLUS模型对伊犁河谷土地利用变化模拟适用性较好,多情景模拟土地利用景观格局未来发展,可为伊犁河谷及地理环境相似的绿洲解决人地矛盾,发展人地协调模式提供理论指导与参考。
关键词(KeyWords): 伊犁河谷;土地利用变化;PLUS模型;多情景模拟;人地关系;人地协调模式;生态保护;人类活动
基金项目(Foundation): 国家自然科学基金项目(32260272);; 伊犁师范大学高级别培育项目(YSPY202209);伊犁师范大学“学实高层次人才岗位”项目(YSXSGG22001)
作者(Author): 崔文兵,侯国博,陈万基,赵阳,崔东
DOI: 10.13928/j.cnki.wrahe.2023.09.001
参考文献(References):
- [1] 纪秋磊,梁伟,傅伯杰,等.基于Google Earth Engine平台与复杂网络的黄河流域土地利用/覆被变化分析[J].生态学报,2022,42(6):2122-2135.JI Qiulei,LIANG Wei,FU Bojie,et al.Analysis of land use/cover change in the Yellow River Basin based on Google Earth Engine platform and complex network[J].Acta Ecological Sinica,2022,42(6):2122-2135.
- [2] 刘婉如,陈春波,罗格平,等.巴尔喀什湖流域土地利用/覆被变化过程与趋势[J].干旱区研究,2021,38(5):1452-1463.LIU Wanru,CHEN Chunbo,LUO Geping,et al.Land use/cover change process and trend in Balkash Lake Basin[J].Arid Zone Research,2021,38(5):1452-1463.
- [3] 王秀兰,包玉海.土地利用动态变化研究方法探讨[J].地理科学进展,1999,18(1):83-89.WANG Xiulan,BAO Yuhai.Study on the methods of land use dynamic change research[J].Progress in Geography,1999,18(1):83-89.
- [4] 李秀霞,徐龙,江恩赐.基于系统动力学的土地利用结构多目标优化[J].农业工程学报,2013,29(16):247-254.LI Xiuxia,XU Long,JIANG Enci.Multi-objective optimization of land use structure based on system dynamics[J].Transactions of the Chinese Society of Agricultural Engineering,2013,29(16):247-254.
- [5] 李春林,刘淼,胡远满,等.基于增强回归树和Logistic回归的城市扩展驱动力分析[J].生态学报,2014,34(3):727-737.LI Chunlin,LIU Miao,HU Yuanman,et al.Analysis of driving force of urban expansion based on enhanced regression tree and logistic regression[J].Acta Ecological Sinica,2014,34(3):727-737.
- [6] 张晓荣,李爱农,南希,等.基于FLUS模型和SD模型耦合的中巴经济走廊土地利用变化多情景模拟[J].地球信息科学学报,2020,22(12):2393-2409.ZHANG Xiaorong,LI Ainong,NAN Xi,et al.Multi-scenario simulation of land use change in China-Pakistan Economic Corridor based on FLUS model and SD model[J].Journal of Geo-Information Science,2020,22(12):2393-2409.
- [7] 马梓策,于红博,张巧凤,等.基于CA-Markov模型的锡林河流域土地利用变化及预测分析[J].西北林学院学报,2020,35(2):169-177.MA Zice,YU Hongbo,ZHANG Qiaofeng,et al.Land use change and prediction analysis of Xilin River Basin based on CA-Markov model[J].Journal of Northwest Forestry University,2020,35(2):169-177.
- [8] 黎夏,刘小平.基于案例推理的元胞自动机及大区域城市演变模拟[J].地理学报,2007,62(10):1097-1109.LI Xia,LIU Xiaoping.Simulation of cellular automata and large-area urban evolution based on case reasoning[J].Acta Geographica Sinica,2007,(10):1097-1109.
- [9] 姜楠,贾宝全,宋宜昊.基于Logistic回归模型的北京市耕地变化驱动力分析[J].干旱区研究,2017,34(6):1402-1409.JIANG Nan,JIA Baoquan,SONG Yihao.Analysis of driving force of cultivated land change in Beijing based on logistic regression model[J].Arid Land Research,2017,34(6):1402-1409.
- [10] LIANG X,LIU X,LI X,et al.Delineating multi-scenario urban growth boundaries with a CA-based FLUS model and morphological method[J].Landscape and Urban Planning,2018,177:47-63.
- [11] OLMEDO M T C,PONTIUS JR R G,PAEGELOW M,et al.Comparison of simulation models in terms of quantity and allocation of land change[J].Environmental Modelling & Software,2015,69:214-221.
- [12] 李建民,王俊杰,晏清洪.山东省潘庄灌区水土资源平衡分析[J].水利发展研究,2020,20(9):47-50.LI Jianmin,WANG Junjie,YAN Qinghong.Analysis of soil and water resources balance in panzhuang irrigation district,Shandong Province[J].Water Resources Development Research,2020,20(9):47-50.
- [13] 王洁宁,王文超,海蒙蒙.基于PLUS模型的山东省土地利用变化模拟分析[J].国土与自然资源研究,2022(6):1-8.WANG Jiening,WANG Wenchao,HAI Mengmeng.Simulation analysis of land use change in Shandong Province based on PLUS model[J].Land and Natural Resources Research,2022(6):1-8.
- [14] LI Y,LI J,CHU J.Research on land-use evolution and ecosystem services value response in mountainous counties based on the SD-PLUS model[J].Ecology and Evolution,2022,12(10):e9431.
- [15] SHEN L,ZENG Q.Multiscenario simulation of land use and land cover in the Zhundong mining area,Xinjiang,China[J].Ecological Indicators,2022,145(10):109608.
- [16] 陈万基,赵阳,崔东,等.GIS支持下绿洲生态敏感性研究:以伊犁河谷为例[J/OL].测绘通报:1-13.[2023-01-17].http://kns.cnki.net/kcms/detail/11.2246.P.20221222.1621.001.html.CHEN Wanji,ZHAO Yang,CUI Dong,et al.Research on ecological sensitivity of oases supported by GIS:A case study of Yili River Valley[J/OL].Bulletin of Surveying and Mapping:1-13.[2023-01-17].http://kns.cnki.net/kcms/detail/11.2246.P.2022 1222.1621.001.html.
- [17] LIANG X,GUAN Q,CLARKE K C,et al.Understanding the drivers of sustainable land expansion using a patch-generating land use simulation (PLUS) model:A case study in Wuhan,China[J].Computers,Environment and Urban Systems,2021,85:1-14.
- [18] 陈万基,陈晨,赵阳,等.坎苏河流域雪岭云杉对不同地形的适应性分析[J].伊犁师范大学学报(自然科学版),2022,16(4):46-51.CHEN Wanji,CHEN Chen,ZHAO Yang,et al.Adaptability analysis of Xueling spruce to different terrains in Kansu River Basin[J].Journal of Yili Normal University(Natural Science Edition),2022,16(4):46-51.
- [19] 陈万基,刘文新,赵阳,等.伊犁河谷草原虫鼠害空间分布监测及防治方法[J].草学,2023(1):68-73.CHEN Wanji,LIU Wenxin,ZHAO Yang,et al.Spatial distribution monitoring and control method of grassland insect infestation in Yili River Valley[J].Grassology,2023(1):68-73.
- [20] 张春玲.西安市土地利用动态变化及生态安全分析[D].西安:陕西师范大学,2004.ZHANG Chunling.Dynamic change of land use and ecological security in Xi′an[D].Xi′an:Shaanxi Normal University,2004.
- [21] 王保盛,廖江福,祝薇,等.基于历史情景的FLUS模型邻域权重设置:以闽三角城市群2030年土地利用模拟为例[J].生态学报,2019,39(12):4284-4298.WANG Baosheng,LIAO Jiangfu,ZHU Wei,et al.Neighborhood weight setting of FLUS model based on historical scenario:A case study of land use simulation in Fujian Delta urban agglomeration in 2030[J].Acta Ecological Sinica,2019,39(12):4284-4298.
- [22] 王雅竹,段学军,杨清可,等.近30年江苏省建设用地扩张的时空特征、模式与驱动因素研究[J].长江流域资源与环境,2019,28(7):1531-1540.WANG Yazhu,DUAN Xuejun,YANG Qingke,et al.Research on spatiotemporal characteristics,patterns and driving factors of construction land expansion in Jiangsu Province in the past 30 years[J].Resources and Environment in the Yangtze Basin,2019,28(7):1531-1540.
- [23] 吴欣昕,刘小平,梁迅,等.FLUS-UGB多情景模拟的珠江三角洲城市增长边界划定[J].地球信息科学学报,2018,20(4):532-542.WU Xinxin,LIU Xiaoping,LIANG Xun,et al.Delineation of urban growth boundary in Pearl River Delta based on FLUS-UGB multi-scenario simulation[J].Journal of Geo-Information Science,2018,20(4):532-542.
- [24] 邓志位,全斌,祁剑青,等.“三生”用地格局演变的强度分析及其驱动力:以衡阳市为例[J/OL].土壤通报:1-13.[2023-03-25].https://doi.org/10.19336/j.cnki.trtb.2022061405.DENG Zhiwei,QUAN Bin,QI Jianqing,et al.“Intensity analysis” and driving force of the evolution of land use pattern of “Sunshine”:A case study of Hengyang City[J/OL].Chinese Journal of Soil Science:1-13.[2023-03-25].https://doi.org/10.19336/j.cnki.trtb.2022061405.
- [25] 袁梦雨,李金玺,曾璐,等.西安市主城区土地利用时空变化及驱动力分析[J].科学技术与工程,2022,22(31):13846-13855.YUAN Mengyu,LI Jinxi,ZENG Lu,et al.Temporal and spatial changes and driving force analysis of land use in the main urban area of Xi′an[J].Science Technology and Engineering,2022,22(31):13846-13855.
- [26] 欧阳晓,贺清云,朱翔.多情景下模拟城市群土地利用变化对生态系统服务价值的影响:以长株潭城市群为例[J].经济地理,2020,40(1):93-102.OUYANG Xiao,HE Qingyun,ZHU Xiang.The impact of land use change on the value of ecosystem services in simulated urban agglomerations under multiple scenarios:A case study of Changzhutan urban agglomeration[J].Economic Geography,2020,40(1):93-102.
- [27] ZHOU L,DANG X,SUN Q,et al.Multi-scenario simulation of urban land change in Shanghai by random forest and CA-Markov model[J].Sustainable Cities and Society,2020,55(10):2045.
- [28] 刘朋俊,李茜楠,李凯,等.基于ANN-CA的土地利用变化模拟应用研究[J].地理空间信息,2020,18(10):20-24.LIU Pengjun,LI Xiannan,LI Kai,et al.Research on the application of land use change simulation based on ANN-CA[J].Geospatial Information,2020,18(10):20-24.
- [29] SHI M J,WU H Q,FAN X,et al.Trade-offs and synergies of multiple ecosystem services for different land use scenarios in the Yili River valley,China[J].Sustainability,2021,13(3):1577.
- [30] FU Q,HOU Y,WANG B,et al.Scenario analysis of ecosystem service changes and interactions in a mountain-oasis-desert system:a case study in Altay Prefecture,China[J].Scientific reports,2018,8(1):1-13.
- [31] ZHAO M,HE Z,DU J,et al.Assessing the effects of ecological engineering on carbon storage by linking the CA-Markov and InVEST models[J].Ecological indicators,2019,98:29-38.
- [32] MEENTEMEYER R K,TANG W,DORNING M A,et al.FUTURES:multilevel simulations of emerging urban-rural landscape structure using a stochastic patch-growing algorithm[J].Annals of the Association of American Geographers,2013,103(4):785-807.
- [33] 孙晓莉,张顺安,刘应芳,等.基于GIS的土地利用动态变化及其驱动力分析[J].地理空间信息,2021,19(11):101-103.SUN Xiaoli,ZHANG Shun′an,LIU Yingfang,et al.Analysis of land use dynamics and driving force based on GIS[J].Geospatial Information,2021,19(11):101-103.
- [34] 蒋小芳,段翰晨,廖杰,等.基于PLUS-SD耦合模型的黑河流域中游甘临高地区土地利用研究[J].干旱区研究,2022,39(4):1246-1258.JIANG Xiaofang,DUAN Hanchen,LIAO Jie,et al.Land use study in the middle reaches of Heihe River Basin based on PLUS-SD coupling model[J].Arid Zone Research,2022,39(4):1246-1258.
- [35] 牛统莉,熊立华,陈杰,等.基于PLUS模型的长江流域土地利用变化模拟与多情景预测[J/OL].武汉大学学报(工学版):1-16.[2023-03-25].http://kns.cnki.net/kcms/detail/42.1675.T.20230313.1823.002.html.NIU Tongli,XIONG Lihua,CHEN Jie,et al.Land use change simulation and multi-scenario prediction in the Yangtze River Basin based on PLUS model[J/OL].Journal of Wuhan University(Engineering Science):1-16.[2023-03-25].http://kns.cnki.net/kcms/detail/42.1675.T.20230313.1823.002.html.
- [36] 任胤铭,刘小平,许晓聪,等.基于FLUS-InVEST模型的京津冀多情景土地利用变化模拟及其对生态系统服务功能的影响研究[J/OL].生态学报,2023(11):1-15.[2023-03-25].http://kns.cnki.net/kcms/detail/11.2031.Q.20230207.1115.037.html.REN Yinming,LIU Xiaoping,XU Xiaocong,et al.Simulation of multi-scenario land use change in Beijing-Tianjin-Hebei region based on FLUS-InVEST model and its impact on ecosystem service functions[J/OL].Acta Ecologica Sinica,2023(11):1-15.[2023-03-25].http://kns.cnki.net/kcms/detail/11.2031.Q.20230207.1115.037.html.
- [37] 张经度.珠江三角洲土地利用变化模拟与景观格局脆弱性分析[J].乡村科技,2022,13(19):127-132.ZHANG Jingdu.Simulation of land use change and vulnerability analysis of landscape pattern in the Pearl River Delta[J].Rural Science and Technology,2022,13(19):127-132.
- [38] 史名杰,武红旗,贾宏涛,等.基于MCE-CA-Markov和InVEST模型的伊犁谷地碳储量时空演变及预测[J].农业资源与环境学报,2021,38(6):1010-1019.SHI Mingjie,WU Hongqi,JIA Hongtao,et al.Spatial-temporal evolution and prediction of carbon storage in Ili Valley based on MCE-CA-Markov and InVEST model[J].Journal of Agricultural Resources and Environment,2021,38(6):1010-1019.
- [39] 许小亮,李鑫,肖长江,等.基于CLUE-S模型的不同情景下区域土地利用布局优化[J].生态学报,2016,36(17):5401-5410.XU Xiaoliang,LI Xin,XIAO Changjiang,et al.Regional land use layout optimization under different scenarios based on CLUE-S model[J].Acta Ecological Sinica,2016,36(17):5401-5410.
- [40] 张丽芳,方创琳,高倩.天山北坡城市群城市景观时空扩张过程及多情景模拟[J].生态学报,2021,41(4):1267-1279.ZHANG Lifang,FANG Chuanglin,GAO Qian.Spatial-temporal expansion process and multi-scenario simulation of urban landscape in urban agglomeration on the north slope of Tianshan Mountain[J].Acta Ecological Sinica,2021,41(4):1267-1279.