流域景观破碎化对土壤保持服务的影响研究——以甘肃白龙江流域为例
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摘要
甘肃白龙江流域是中国四大滑坡和泥石流灾害高发区之一,也是长江上游重要的水源涵养区和生态脆弱区,土壤保持服务尤为重要,近几十年来日益增强的人类活动不仅加重了土壤侵蚀,也加剧了景观破碎化,因此开展景观破碎化对土壤保持服务的影响研究可以明晰两者间的空间关联,旨在为流域生态系统的可持续发展提供科学依据。本文综合运用景观格局指数、网格分析和双变量空间自相关等方法,揭示了1990—2014年甘肃白龙江流域景观破碎化与土壤保持服务的时空格局,并从数理统计和空间统计两个角度探讨了两者间的相关关系。结果表明:(1)1990—2014年甘肃白龙江流域景观破碎化程度和土壤保持服务分别呈现先增后减、先降后升的变化趋势;(2)1990—2014年间,甘肃白龙江流域土壤保持服务与景观破碎化的空间负相关关系从无到有,且两者间的空间关联性逐渐增强;(3)2014年宕昌北部、武都中南部及最南端、文县南部和宕昌-舟曲-武都交汇处的景观破碎化程度对该区土壤保持服务产生显著负影响,可通过减弱景观破碎化以达到提升土壤保持服务的目的。
Bailongjiang watershed of Gansu, a vital water conservation area and environmental fragile area in the upper Yangtze River, is one of the four major landslides and debris flow disaster areas in China. Here, soil conservation service is particularly important. However, the highfrequency and high-intensity human activities have deepened the degree of landscape fragmenta tion and soil erosion in recent decades. Therefore, the research on the impact of landscape fragmentation on soil conservation service can clarify their spatial correlation and provide scientific basis for the watershed ecosystem sustainability. Taking Bailongjiang watershed of Gansu as an example, the spatio-temporal dynamic of landscape fragmentation and soil conservation service was quantitatively characterized from 1990 to 2014 via landscape pattern index, grid analysis, and In VEST model. Meanwhile, the relationship between the two issues was also discussed from the perspectives of mathematical and spatial statistics. The results showed that:(1)Initially, the degree of landscape fragmentation increased and then decreased in the Bailongjiang watershed in Gansu from 1990 to 2014. Soil conservation service documented a changing trend of descending firstly then ascending.(2) In 1990~2014, the spatial negative correlation between soil conservation service and landscape fragmentation developed from nothing to increase gradually.(3) By 2014, the degree of landscape fragmentation illustrated a significant negative impact on soil conservation service in the following areas: the northern part of Tanchang County, the middle and the southern part of Wudu District, the southern part of Wen County, and the boundary belts of Tanchang-Zhouqu-Wudu. It is essential to obtain a better soil conservation service through the decrease of the landscape fragmentation in the above areas.
Bailongjiang watershed of Gansu, a vital water conservation area and environmental fragile area in the upper Yangtze River, is one of the four major landslides and debris flow disaster areas in China. Here, soil conservation service is particularly important. However, the highfrequency and high-intensity human activities have deepened the degree of landscape fragmenta tion and soil erosion in recent decades. Therefore, the research on the impact of landscape fragmentation on soil conservation service can clarify their spatial correlation and provide scientific basis for the watershed ecosystem sustainability. Taking Bailongjiang watershed of Gansu as an example, the spatio-temporal dynamic of landscape fragmentation and soil conservation service was quantitatively characterized from 1990 to 2014 via landscape pattern index, grid analysis, and In VEST model. Meanwhile, the relationship between the two issues was also discussed from the perspectives of mathematical and spatial statistics. The results showed that:(1)Initially, the degree of landscape fragmentation increased and then decreased in the Bailongjiang watershed in Gansu from 1990 to 2014. Soil conservation service documented a changing trend of descending firstly then ascending.(2) In 1990~2014, the spatial negative correlation between soil conservation service and landscape fragmentation developed from nothing to increase gradually.(3) By 2014, the degree of landscape fragmentation illustrated a significant negative impact on soil conservation service in the following areas: the northern part of Tanchang County, the middle and the southern part of Wudu District, the southern part of Wen County, and the boundary belts of Tanchang-Zhouqu-Wudu. It is essential to obtain a better soil conservation service through the decrease of the landscape fragmentation in the above areas.
引文
[1]吴健生,王政,张理卿,等.景观格局变化驱动力研究进展[J].地理科学进展,2012,31(12):1739-1746.[Wu J S,Wang Z,Zhang L Q,et al.Research progresses on driving forces of the changes of landscape pattern[J].Progress in Geography,2012,31(12):1739-1746.]
[2]Lambin E F,Geist H.Land Use and Land Cover Change:Local Processes and Global Impacts[M].Berlin:Springer,2006.
[3]姜朋辉.黑河中游湿地景观破碎化过程及其驱动机制分析[D].兰州:西北师范大学,2013.[Jiang P H.Fragmentation Process of Wetlands Landscape of the Middle Reaches of the Heihe River and Its Driving Forces Analysis[D].Lanzhou:Northwest Normal University,2013.]
[4]王宪礼,布仁仓,胡远满,等.辽河三角洲湿地的景观破碎化分20189析[J].应用生态学报,1996,7(3):299-304.[Wang X L,Bu R C,Hu Y M,et al.Analysis on landscape fragment of Liaohe delta wetlands[J].Chinese Journal of Applied Ecology,1996,7(3):299-304.]
[5]刘红玉,吕宪国,张世奎,等.三江平原流域湿地景观破碎化过程研究[J].应用生态学报,2005,16(2):289-295.[Liu H Y,Lv XG,Zhang S K,et al.Fragmentation process of wetland landscape in watersheds of Sanjiang Plain,China[J].Chinese Journal of Applied Ecology,2005,16(2):289-295.]
[6]黄青,王让会,吴世新.塔里木河上游景观破碎化的时空动态变化分析[J].干旱区资源与环境,2007,21(9):73-77.[Huang Q,Wang R H,Wu S X.Spatial-temporal dynamic changes of landscape fragmentation in the upper reaches of Tarim River[J].Journal of Arid Land Resources and Environment,2007,21(9):73-77.]
[7]李文杰,乌铁红,李晓佳.内蒙古希拉穆仁草原旅游地景观格局动态变化[J].地理科学,2013,33(3):307-313.[Li W J,Wu T H,Li X J.Dynamic change of landscape pattern in Xilamuren grassland tourist area of Inner Mongolia[J].Scientia Geographica Sinica,2013,33(3):307-313.]
[8]Pereira J,Jordán F.Multi-node selection of patches for protecting habitat connectivity:fragmentation versus reachability[J].Ecological Indicators,2017,81:192-200.
[9]Langlois L A,Drohan P J,Brittingham M C.Linear infrastructure drives habitat conversion and forest fragmentation associated with Marcellus shale gas development in a forested landscape[J].Journal of Environmental Management,2017,197:167-176.
[10]刘红玉,李兆富,李晓民.湿地景观破碎化对东方白鹳栖息地的影响-以三江平原东北部区域为例[J].自然资源学,2007,22(5):817-823.[Liu H Y,Li Z F,Li X M.Effects of wetland landscape fragmentation on habitats of oriental white storks-a case study on northeastern Sanjiang Plain,China[J].Journal of Natural Resources,2007,22(5):817-823.]
[11]Mitchell M G,Suarez-Castro A F,Martinez-Harms M,et al.Reframing landscape fragmentation’s effects on ecosystem services[J].Trends in Ecology&Evolution,2015,30(4):190-198.
[12]刘珍环,王仰麟,彭建,等.深圳市水体景观破碎化动态及其生态价值变化[J].北京大学学报(自然科学版),2010,46(2):286-292.[Liu Z H,Wang Y L,Peng J,et al.Urban water landscape fragmentation and the change of ecological values in Shenzhen[J].Acta Scicentiarum Naturalum Universitis Pekinesis,2010,46(2):286-292.]
[13]Su S L,Xiao R,Jiang Z L,et al.Characterizing landscape pattern and ecosystem service value changes for urbanization impacts at an eco-regional scale[J].Applied Geography,2012,34(1):295-305.
[14]Sun C,Wu Z F,Lu Z Q,et al.Quantifying different types of urban growth and the change dynamic in Guangzhou using multi-temporal remote sensing date[J].International Journal of Applied Earth Observation and Geoinformation,2013,21(1):409-417.
[15]Daily G C.Natures’services:societal dependence on natural ecosystems[J].Pacific Conservation Biology,1997,6(2):220-221.
[16]Costanza R,D’Arge R,Groot R D,et al.The value of the world’s ecosystem services and natural capital[J].Nature,1997,387:253-260.
[17]邹月,周忠学.西安市景观格局演变对生态系统服务价值的影响[J].应用生态学报,2017,28(8):2629-2639.[Zou Y,Zhou ZX.Impact of landscape pattern change on ecosystem service value of Xi’an City,China[J].Chinese Journal of Applied Ecology,2017,28(8):2629-2639.]
[18]Liu H Y,Li Y F,Cao X,et al.The current problems and perspectives of landscape research of wetlands in China[J].Acta Geographica Sinica,2009,64(11):1394-1401.
[19]谢高地,肖玉,鲁春霞.生态系统服务研究:进展、局限和基本范式[J].植物生态学报,2006,30(2):191-199.[Xie G D,Xiao Y,Lu C X.Study on ecosystem services:progress,limitation and basic paradigm[J].Chinese Journal of Plant Ecology,2006,30(2):191-199.]
[20]王鹏涛,张立伟,李英杰,等.汉江上游生态系统服务权衡与协同关系时空特征[J].地理学报,2017,72(11):2064-2078.[Wang P T,Zhang L W,Li Y J,et al.Spatiotemporal characteristics of the trade-off and synergy relationships among multiple ecosystem services in the Upper Reaches of Hanjiang River Basin[J].Acta Geographica Sinica,2017,72(11):2064-2078.]
[21]王蓓,赵军,胡秀芳.基于In VEST模型的黑河流域生态系统服务空间格局分析[J].生态学杂志,2016,35(10):2783-2792.[Wang B,Zhao J,Hu X F.Spatial pattern analysis of ecosystem services based on In VEST in Heihe River Basin[J].Chinese Journal of Ecology,2016,35(10):2783-2792.]
[22]Fu B J,Liu Y,Lv Y H,et al.Assessing the soil erosion control service of ecosystems change in the Loess Plateau of China[J].Ecological Complexity,2011,8(4):284-293.
[23]孙文义,邵全琴,刘纪远.黄土高原不同生态系统水土保持服务功能评价[J].自然资源学报,2014,29(3):365-376.[Sun W Y,Shao Q Q,Liu J Y.Assessment of soil conservation function of the ecosystem services on the loess plateau[J].Journal of Natural Resources,2014,29(3):365-376.]
[24]王云,周忠学,郭钟哲.都市农业景观破碎化过程对生态系统服务价值的影响-以西安市为例[J].地理研究,2014,33(6):1097-1105.[Wang Y,Zhou Z X,Guo Z Z.Impact of the urban agricultural landscape fragmentation on ecosystem services:a case study of Xi’an City[J].Geographical Research,2014,33(6):1097-1105.]
[25]United States Geological Survey.Remote Land Sensing and Landsat[EB/OL].(2017-03-10)[2017-10-28].http://glovis.usgs.gov.
[26]刘纪远.中国资源环境遥感宏观调查与动态研究[M].北京:中国科学技术出版社,1996.[Liu J Y.Remote Sensing Macro Surhttp://www.resci.net vey and Dynamic Study of Resources and Environment in China[M].Beijing:China Science and Technology Press,1996.]
[27]中国科学院.地理空间数据云[EB/OL].(2016-10-28)[2017-10-28].http://www.gscloud.cn.[Chinese Academy of Sciences.Geospatial Data Cloud[EB/OL].(2016-10-28)[2017-10-28].http://www.gscloud.cn.]
[28]中国气象局.中国气象科学数据共享服务网[EB/OL].(2016-06-27)[2017-10-28].http://cdc.cma.gov.cn.[China Meteorological Administration.China Meteorological Data Sharing Service Network[EB/OL].(2016-06-27)[2017-10-28].http://cdc.cma.gov.cn.]
[29]汤萃文,张海风,陈银萍,等.祁连山南坡植被景观格局及其破碎化[J].生态学杂志,2009,28(11):2305-2310.[Tang C W,Zhang H F,Chen Y P,et al.Vegetation landscape pattern and its fragmentation on southern slope of Qilian Mountain[J].Chinese Journal of Ecology,2009,28(11):2305-2310.]
[30]王艳芳,沈永明.盐城国家级自然保护区景观格局变化及其驱动力[J].生态学报,2012,32(15):4844-4851.[Wang Y F,Shen Y M.Analysis on landscape pattern change and its driving forces of Yancheng National Natural Reserve[J].Acta Ecologica Sinica,2012,32(15):4844-4851.]
[31]胡苏军,葛小东,黄超.科尔沁沙地近水区域景观破碎化时空变化研究[J].干旱区资源与环境,2012,26(9):125-131.[Hu S J,Ge X D,Hang C.Landscape fragmentation around surface water in Horqin Sandy Land-a case study in Naiman Banner[J].Journal of Arid Land Resources and Environment,2012,26(9):125-131.]
[32]付刚,肖能文,乔梦萍,等.北京市近二十年景观破碎化格局时空变化分析[J].生态学报,2017,37(8):1-12.[Fu G,Xiao N W,Qiao M P,et al.Spatiotemporal changes of landscape fragmentation patterns in Beijing in the last two decades[J].Acta Ecologica Sinica,2017,37(8):1-12.]
[33]巩杰,孙朋,谢余初,等.基于移动窗口法的肃州绿洲化与景观破碎化时空变化[J].生态学报,2015,35(19):6470-6480.[Gong J,Sun P,Xie Y C,et al.Spatiotemporal change and landscape fragmentation in Suzhou oasis using the moving window method[J].Acta Ecologica Sinica,2015,35(19):6470-6480.]
[34]邬建国.景观生态学-格局、过程、尺度与等级(第二版)[M].北京:高等教育出版社,2007.[Wu J G.Landscape Ecology-Pattern,Process,Scale and Hierarchy(2nd)[M].Beijing:Higher Education Press,2007.]
[35]张玲玲,赵永华,殷莎,等.基于移动窗口法的岷江干旱河谷景观格局梯度分析[J].生态学报,2014,34(12):3276-3284.[Zhang L L,Zhao Y H,Yin S,et al.Gradient analysis of dry valley of Minjiang River landscape pattern,based on moving window method[J].Acta Ecologica Sinica,2014,34(12):3276-3284.]
[36]李栋科,丁圣彦,梁国付,等.基于移动窗口法的豫西山地丘陵地区景观异质性分析[J].生态学报,2014,34(12):3414-3424.[Li D K,Ding S Y,Liang G F,et al.Landscape heterogeneity of mountainous and hilly area in the western Henan Province based on moving window method[J].Acta Ecologica Sinica,2014,34(12):3414-3424.]
[37]刘吉平,董春月,盛连喜,等.1955~2010年小三江平原沼泽湿地景观格局变化及其对人为干扰的响应[J].地理科学,2016,36(6):879-887.[Liu J P,Dong C Y,Sheng L X,et al.Landscape pattern change of marsh and its response to human disturbance in the Small Sanjiang Plain,1955-2010[J].Scientia Geographica Sinica,2016,36(6):879-887.]
[38]Tallis H T,Ricketts T,Nelson E,et al.In VEST2.5.4 User’s Guide[M].Stanford:The Natural Capital Project,2013.
[39]李婷,刘康,胡胜,等.基于In VEST模型的秦岭山地土壤流失及土壤保持生态效益评价[J].长江流域资源与环境,2014,23(9):1242-1250.[Li T,Liu K,Hu S,et al.Soil erosion and ecological benefits evaluation of Qinling Mountains based on the In VESTmodel[J].Resources and Environment in the Yangtze Basin,2014,23(9):1242-1250.]
[40]饶恩明,肖燚,欧阳志云,等.海南岛生态系统土壤保持功能空间特征及影响因素[J].生态学报,2013,33(3):746-755.[Rao EM,Xiao Y,Ouyang Z Y,et al.Spatial characteristics of soil conservation service and its impact factors in Hainan Island[J].Acta Ecologica Sinica,2013,33(3):746-755.]
[41]胡胜,曹明明,张天琪,等.基于In VEST模型的小流域沉积物保留生态效益评估-以陕西省营盘山库区为例[J].资源科学,2015,37(1):76-84.[Hu S,Cao M M,Zhang T Q,et al.Ecological benefits evaluation of small watershed sediment retention based on the In VEST model[J].Resources Science,2015,37(1):76-84.]
[42]Rife T L.Modeling the Value of Ecosystem Services:Application to Soil Loss in Southeastern Allegheny County[M].Youngstown:Youngstown State University,2010.
[43]张玲玲.甘肃白龙江流域生态系统服务评估及影响因素[D].兰州:兰州大学,2016.[Zhang L L.Ecosystem Services Assessment and its Driving Forces in the Bailongjiang Watershed of Gansu[D].Lanzhou:Lanzhou University,2016.]
[44]白永平,王培安.浙江省集聚经济类型的资源配置效应分析[J].资源科学,2012,34(3):510-519.[Bai Y P,Wang P A.Agglomerative economics’effects on resources allocation in Zhejiang province[J].Resources Science,2012,34(3):510-519.]
[45]万鲁河,王绍巍,陈晓红.基于Geo DA的哈大齐工业走廊GDP空间关联性[J].地理研究,2011,30(3):977-984.[Wan L H,Wang S W,Chen X H.Geo DA-based spatial correlation analysis of GDP in Hadaqi industrial corridor[J].Geographical Research,2011,30(3):977-984.]
[46]Cliff A D,Ord J K.Spatial Autocorrelation[M].London:Point Ltd,1973.
[47]Anselin L.Local indicators of spatial association-LISA[J].Geographical Analysis,1995,27(2):93-115.
[48]Altieri M A.The ecological role of biodiversity in agroecosystems[J].Agriculture,Ecosystems and Environment,1999,74(1-3):19-31.
[49]Zhang W,Taylor H R,Claire K,et al.Ecosystem services and disservices to agriculture[J].Ecological Economics,2007,64(2):253-260.
[50]Swinton S M,Lupi F,Robertson G P,et al.Ecosystem services and agriculture:cultivating agricultural ecosystems for diverse benefits[J].Ecological Economics,2015,64(2):245-252.
[51]申卫军,邬建国,林永标,等.空间粒度变化对景观格局分析的影响[J].生态学报,2003,23(12):2506-2519.[Shen W J,Wu JG,Lin Y B,et al.Effects of changing grain size on landscape pattern analysis[J].Acta Ecologica Sinica,2003,23(12):2506-2519.]
[2]Lambin E F,Geist H.Land Use and Land Cover Change:Local Processes and Global Impacts[M].Berlin:Springer,2006.
[3]姜朋辉.黑河中游湿地景观破碎化过程及其驱动机制分析[D].兰州:西北师范大学,2013.[Jiang P H.Fragmentation Process of Wetlands Landscape of the Middle Reaches of the Heihe River and Its Driving Forces Analysis[D].Lanzhou:Northwest Normal University,2013.]
[4]王宪礼,布仁仓,胡远满,等.辽河三角洲湿地的景观破碎化分20189析[J].应用生态学报,1996,7(3):299-304.[Wang X L,Bu R C,Hu Y M,et al.Analysis on landscape fragment of Liaohe delta wetlands[J].Chinese Journal of Applied Ecology,1996,7(3):299-304.]
[5]刘红玉,吕宪国,张世奎,等.三江平原流域湿地景观破碎化过程研究[J].应用生态学报,2005,16(2):289-295.[Liu H Y,Lv XG,Zhang S K,et al.Fragmentation process of wetland landscape in watersheds of Sanjiang Plain,China[J].Chinese Journal of Applied Ecology,2005,16(2):289-295.]
[6]黄青,王让会,吴世新.塔里木河上游景观破碎化的时空动态变化分析[J].干旱区资源与环境,2007,21(9):73-77.[Huang Q,Wang R H,Wu S X.Spatial-temporal dynamic changes of landscape fragmentation in the upper reaches of Tarim River[J].Journal of Arid Land Resources and Environment,2007,21(9):73-77.]
[7]李文杰,乌铁红,李晓佳.内蒙古希拉穆仁草原旅游地景观格局动态变化[J].地理科学,2013,33(3):307-313.[Li W J,Wu T H,Li X J.Dynamic change of landscape pattern in Xilamuren grassland tourist area of Inner Mongolia[J].Scientia Geographica Sinica,2013,33(3):307-313.]
[8]Pereira J,Jordán F.Multi-node selection of patches for protecting habitat connectivity:fragmentation versus reachability[J].Ecological Indicators,2017,81:192-200.
[9]Langlois L A,Drohan P J,Brittingham M C.Linear infrastructure drives habitat conversion and forest fragmentation associated with Marcellus shale gas development in a forested landscape[J].Journal of Environmental Management,2017,197:167-176.
[10]刘红玉,李兆富,李晓民.湿地景观破碎化对东方白鹳栖息地的影响-以三江平原东北部区域为例[J].自然资源学,2007,22(5):817-823.[Liu H Y,Li Z F,Li X M.Effects of wetland landscape fragmentation on habitats of oriental white storks-a case study on northeastern Sanjiang Plain,China[J].Journal of Natural Resources,2007,22(5):817-823.]
[11]Mitchell M G,Suarez-Castro A F,Martinez-Harms M,et al.Reframing landscape fragmentation’s effects on ecosystem services[J].Trends in Ecology&Evolution,2015,30(4):190-198.
[12]刘珍环,王仰麟,彭建,等.深圳市水体景观破碎化动态及其生态价值变化[J].北京大学学报(自然科学版),2010,46(2):286-292.[Liu Z H,Wang Y L,Peng J,et al.Urban water landscape fragmentation and the change of ecological values in Shenzhen[J].Acta Scicentiarum Naturalum Universitis Pekinesis,2010,46(2):286-292.]
[13]Su S L,Xiao R,Jiang Z L,et al.Characterizing landscape pattern and ecosystem service value changes for urbanization impacts at an eco-regional scale[J].Applied Geography,2012,34(1):295-305.
[14]Sun C,Wu Z F,Lu Z Q,et al.Quantifying different types of urban growth and the change dynamic in Guangzhou using multi-temporal remote sensing date[J].International Journal of Applied Earth Observation and Geoinformation,2013,21(1):409-417.
[15]Daily G C.Natures’services:societal dependence on natural ecosystems[J].Pacific Conservation Biology,1997,6(2):220-221.
[16]Costanza R,D’Arge R,Groot R D,et al.The value of the world’s ecosystem services and natural capital[J].Nature,1997,387:253-260.
[17]邹月,周忠学.西安市景观格局演变对生态系统服务价值的影响[J].应用生态学报,2017,28(8):2629-2639.[Zou Y,Zhou ZX.Impact of landscape pattern change on ecosystem service value of Xi’an City,China[J].Chinese Journal of Applied Ecology,2017,28(8):2629-2639.]
[18]Liu H Y,Li Y F,Cao X,et al.The current problems and perspectives of landscape research of wetlands in China[J].Acta Geographica Sinica,2009,64(11):1394-1401.
[19]谢高地,肖玉,鲁春霞.生态系统服务研究:进展、局限和基本范式[J].植物生态学报,2006,30(2):191-199.[Xie G D,Xiao Y,Lu C X.Study on ecosystem services:progress,limitation and basic paradigm[J].Chinese Journal of Plant Ecology,2006,30(2):191-199.]
[20]王鹏涛,张立伟,李英杰,等.汉江上游生态系统服务权衡与协同关系时空特征[J].地理学报,2017,72(11):2064-2078.[Wang P T,Zhang L W,Li Y J,et al.Spatiotemporal characteristics of the trade-off and synergy relationships among multiple ecosystem services in the Upper Reaches of Hanjiang River Basin[J].Acta Geographica Sinica,2017,72(11):2064-2078.]
[21]王蓓,赵军,胡秀芳.基于In VEST模型的黑河流域生态系统服务空间格局分析[J].生态学杂志,2016,35(10):2783-2792.[Wang B,Zhao J,Hu X F.Spatial pattern analysis of ecosystem services based on In VEST in Heihe River Basin[J].Chinese Journal of Ecology,2016,35(10):2783-2792.]
[22]Fu B J,Liu Y,Lv Y H,et al.Assessing the soil erosion control service of ecosystems change in the Loess Plateau of China[J].Ecological Complexity,2011,8(4):284-293.
[23]孙文义,邵全琴,刘纪远.黄土高原不同生态系统水土保持服务功能评价[J].自然资源学报,2014,29(3):365-376.[Sun W Y,Shao Q Q,Liu J Y.Assessment of soil conservation function of the ecosystem services on the loess plateau[J].Journal of Natural Resources,2014,29(3):365-376.]
[24]王云,周忠学,郭钟哲.都市农业景观破碎化过程对生态系统服务价值的影响-以西安市为例[J].地理研究,2014,33(6):1097-1105.[Wang Y,Zhou Z X,Guo Z Z.Impact of the urban agricultural landscape fragmentation on ecosystem services:a case study of Xi’an City[J].Geographical Research,2014,33(6):1097-1105.]
[25]United States Geological Survey.Remote Land Sensing and Landsat[EB/OL].(2017-03-10)[2017-10-28].http://glovis.usgs.gov.
[26]刘纪远.中国资源环境遥感宏观调查与动态研究[M].北京:中国科学技术出版社,1996.[Liu J Y.Remote Sensing Macro Surhttp://www.resci.net vey and Dynamic Study of Resources and Environment in China[M].Beijing:China Science and Technology Press,1996.]
[27]中国科学院.地理空间数据云[EB/OL].(2016-10-28)[2017-10-28].http://www.gscloud.cn.[Chinese Academy of Sciences.Geospatial Data Cloud[EB/OL].(2016-10-28)[2017-10-28].http://www.gscloud.cn.]
[28]中国气象局.中国气象科学数据共享服务网[EB/OL].(2016-06-27)[2017-10-28].http://cdc.cma.gov.cn.[China Meteorological Administration.China Meteorological Data Sharing Service Network[EB/OL].(2016-06-27)[2017-10-28].http://cdc.cma.gov.cn.]
[29]汤萃文,张海风,陈银萍,等.祁连山南坡植被景观格局及其破碎化[J].生态学杂志,2009,28(11):2305-2310.[Tang C W,Zhang H F,Chen Y P,et al.Vegetation landscape pattern and its fragmentation on southern slope of Qilian Mountain[J].Chinese Journal of Ecology,2009,28(11):2305-2310.]
[30]王艳芳,沈永明.盐城国家级自然保护区景观格局变化及其驱动力[J].生态学报,2012,32(15):4844-4851.[Wang Y F,Shen Y M.Analysis on landscape pattern change and its driving forces of Yancheng National Natural Reserve[J].Acta Ecologica Sinica,2012,32(15):4844-4851.]
[31]胡苏军,葛小东,黄超.科尔沁沙地近水区域景观破碎化时空变化研究[J].干旱区资源与环境,2012,26(9):125-131.[Hu S J,Ge X D,Hang C.Landscape fragmentation around surface water in Horqin Sandy Land-a case study in Naiman Banner[J].Journal of Arid Land Resources and Environment,2012,26(9):125-131.]
[32]付刚,肖能文,乔梦萍,等.北京市近二十年景观破碎化格局时空变化分析[J].生态学报,2017,37(8):1-12.[Fu G,Xiao N W,Qiao M P,et al.Spatiotemporal changes of landscape fragmentation patterns in Beijing in the last two decades[J].Acta Ecologica Sinica,2017,37(8):1-12.]
[33]巩杰,孙朋,谢余初,等.基于移动窗口法的肃州绿洲化与景观破碎化时空变化[J].生态学报,2015,35(19):6470-6480.[Gong J,Sun P,Xie Y C,et al.Spatiotemporal change and landscape fragmentation in Suzhou oasis using the moving window method[J].Acta Ecologica Sinica,2015,35(19):6470-6480.]
[34]邬建国.景观生态学-格局、过程、尺度与等级(第二版)[M].北京:高等教育出版社,2007.[Wu J G.Landscape Ecology-Pattern,Process,Scale and Hierarchy(2nd)[M].Beijing:Higher Education Press,2007.]
[35]张玲玲,赵永华,殷莎,等.基于移动窗口法的岷江干旱河谷景观格局梯度分析[J].生态学报,2014,34(12):3276-3284.[Zhang L L,Zhao Y H,Yin S,et al.Gradient analysis of dry valley of Minjiang River landscape pattern,based on moving window method[J].Acta Ecologica Sinica,2014,34(12):3276-3284.]
[36]李栋科,丁圣彦,梁国付,等.基于移动窗口法的豫西山地丘陵地区景观异质性分析[J].生态学报,2014,34(12):3414-3424.[Li D K,Ding S Y,Liang G F,et al.Landscape heterogeneity of mountainous and hilly area in the western Henan Province based on moving window method[J].Acta Ecologica Sinica,2014,34(12):3414-3424.]
[37]刘吉平,董春月,盛连喜,等.1955~2010年小三江平原沼泽湿地景观格局变化及其对人为干扰的响应[J].地理科学,2016,36(6):879-887.[Liu J P,Dong C Y,Sheng L X,et al.Landscape pattern change of marsh and its response to human disturbance in the Small Sanjiang Plain,1955-2010[J].Scientia Geographica Sinica,2016,36(6):879-887.]
[38]Tallis H T,Ricketts T,Nelson E,et al.In VEST2.5.4 User’s Guide[M].Stanford:The Natural Capital Project,2013.
[39]李婷,刘康,胡胜,等.基于In VEST模型的秦岭山地土壤流失及土壤保持生态效益评价[J].长江流域资源与环境,2014,23(9):1242-1250.[Li T,Liu K,Hu S,et al.Soil erosion and ecological benefits evaluation of Qinling Mountains based on the In VESTmodel[J].Resources and Environment in the Yangtze Basin,2014,23(9):1242-1250.]
[40]饶恩明,肖燚,欧阳志云,等.海南岛生态系统土壤保持功能空间特征及影响因素[J].生态学报,2013,33(3):746-755.[Rao EM,Xiao Y,Ouyang Z Y,et al.Spatial characteristics of soil conservation service and its impact factors in Hainan Island[J].Acta Ecologica Sinica,2013,33(3):746-755.]
[41]胡胜,曹明明,张天琪,等.基于In VEST模型的小流域沉积物保留生态效益评估-以陕西省营盘山库区为例[J].资源科学,2015,37(1):76-84.[Hu S,Cao M M,Zhang T Q,et al.Ecological benefits evaluation of small watershed sediment retention based on the In VEST model[J].Resources Science,2015,37(1):76-84.]
[42]Rife T L.Modeling the Value of Ecosystem Services:Application to Soil Loss in Southeastern Allegheny County[M].Youngstown:Youngstown State University,2010.
[43]张玲玲.甘肃白龙江流域生态系统服务评估及影响因素[D].兰州:兰州大学,2016.[Zhang L L.Ecosystem Services Assessment and its Driving Forces in the Bailongjiang Watershed of Gansu[D].Lanzhou:Lanzhou University,2016.]
[44]白永平,王培安.浙江省集聚经济类型的资源配置效应分析[J].资源科学,2012,34(3):510-519.[Bai Y P,Wang P A.Agglomerative economics’effects on resources allocation in Zhejiang province[J].Resources Science,2012,34(3):510-519.]
[45]万鲁河,王绍巍,陈晓红.基于Geo DA的哈大齐工业走廊GDP空间关联性[J].地理研究,2011,30(3):977-984.[Wan L H,Wang S W,Chen X H.Geo DA-based spatial correlation analysis of GDP in Hadaqi industrial corridor[J].Geographical Research,2011,30(3):977-984.]
[46]Cliff A D,Ord J K.Spatial Autocorrelation[M].London:Point Ltd,1973.
[47]Anselin L.Local indicators of spatial association-LISA[J].Geographical Analysis,1995,27(2):93-115.
[48]Altieri M A.The ecological role of biodiversity in agroecosystems[J].Agriculture,Ecosystems and Environment,1999,74(1-3):19-31.
[49]Zhang W,Taylor H R,Claire K,et al.Ecosystem services and disservices to agriculture[J].Ecological Economics,2007,64(2):253-260.
[50]Swinton S M,Lupi F,Robertson G P,et al.Ecosystem services and agriculture:cultivating agricultural ecosystems for diverse benefits[J].Ecological Economics,2015,64(2):245-252.
[51]申卫军,邬建国,林永标,等.空间粒度变化对景观格局分析的影响[J].生态学报,2003,23(12):2506-2519.[Shen W J,Wu JG,Lin Y B,et al.Effects of changing grain size on landscape pattern analysis[J].Acta Ecologica Sinica,2003,23(12):2506-2519.]