海南岛东北部土地利用与生态系统服务价值空间自相关格局分析
|
摘要
土地利用/覆被变化是全球环境变化的重要原因,对生态系统服务价值空间分布格局有直接影响。以海南岛东北部为研究对象,基于遥感影像数据,应用空间自相关理论定量探讨了土地利用与生态系统服务价值的空间自相关格局和分布特征,并运用双变量空间自相关分析两者之间的空间响应规律。结果表明:2016年海南岛东北部生态系统服务功能总价值为132.09亿元,其中林地构成生态系统服务功能价值的主体,而湿地的单位生态系统服务价值最高。土地利用类型具有显著的空间自相关性(P<0.05),不同土地利用类型所表现的空间聚集或异常的区域及范围明显不同,以建设用地和林地的空间聚集性最强。研究区生态系统服务价值在空间上呈显著的正相关性(P<0.05),高值区明显聚集于海岸带、东寨港和清澜港红树林一带,低值区集中在海口城区、文昌北部农耕区域;土地利用程度与生态系统服务价值呈空间负相关关系(P<0.05),且具有明显的空间溢出效应。根据研究结论建议继续实施生态修复与保护政策,优化土地利用结构,提升生态核心的服务价值,实现区域可持续发展和维护生态安全。
Land use and land cover change are important factors for global environmental change, and they also directly affect the spatial distribution patterns of the values on ecosystem services. This study used remote sensing image data and applied spatial autocorrelation theory to quantify the spatial autocorrelation patterns and distribution characteristics of land use and the value of ecosystem services in northeastern Hainan island. Additionally, we used a bivariate spatial autocorrelation to analyze the spatial response law. The results showed that the total value of the ecosystem services function in northeastern Hainan island was 13.209 billion yuan in 2016, in which forests had the largest contribution, while as for the unit ecosystem service value, the contribution of wetlands was the highest. Land use types had a significant spatial autocorrelation(P<0.05). The area and scope of spatial aggregation and the anomaly represented by different land use types were significantly different. The ecosystem service value of the study area had a significant positive correlation in space(P<0.05). The high value area was in the coastal zone and mangrove area in Dongzhaigang and Qinglangang. The low value area was in Haikou city and the farming area in northern Wenchang. The land use degree was negatively correlated with the value of ecosystem services(P<0.05), and there was a clear spatial spillover effect. According to the study results, we suggest that ecological restoration and protection policies be implemented, and there should be optimization of land use structure, enhancement of the service value of the ecological core, and regional sustainable development to maintain ecological security.
Land use and land cover change are important factors for global environmental change, and they also directly affect the spatial distribution patterns of the values on ecosystem services. This study used remote sensing image data and applied spatial autocorrelation theory to quantify the spatial autocorrelation patterns and distribution characteristics of land use and the value of ecosystem services in northeastern Hainan island. Additionally, we used a bivariate spatial autocorrelation to analyze the spatial response law. The results showed that the total value of the ecosystem services function in northeastern Hainan island was 13.209 billion yuan in 2016, in which forests had the largest contribution, while as for the unit ecosystem service value, the contribution of wetlands was the highest. Land use types had a significant spatial autocorrelation(P<0.05). The area and scope of spatial aggregation and the anomaly represented by different land use types were significantly different. The ecosystem service value of the study area had a significant positive correlation in space(P<0.05). The high value area was in the coastal zone and mangrove area in Dongzhaigang and Qinglangang. The low value area was in Haikou city and the farming area in northern Wenchang. The land use degree was negatively correlated with the value of ecosystem services(P<0.05), and there was a clear spatial spillover effect. According to the study results, we suggest that ecological restoration and protection policies be implemented, and there should be optimization of land use structure, enhancement of the service value of the ecological core, and regional sustainable development to maintain ecological security.
引文
[1] Costanza R,d′Arge R,de Groot R,Farber S,Grasso M,Hannon B,Limburg K,Naeem S,O′Neill R V,Paruelo J,Raskin R G,Sutton P,van den Belt M.The value of the world′s ecosystem services and natural capital.Nature,1997,387(6630):253- 260.
[2] MEA (Millennium Ecosystem Assessment).Ecosystems and Human Well-being:Synthesis.Washington,DC:Island Press,2005.
[3] de Groot R,Brander L,Van der Ploeg S,Costanza R,Bernard F,Braat L,Christie M,Crossman N,Ghermandi A,Hein L,Hussain S,Kumar P,McVittie A,Portela R,Rodriguez L C,Brink P T,Van Beukering P.Global estimates of the value of ecosystems and their services in monetary units.Ecosystem Services,2012,1(1):50- 61.
[4] Crossman N D,Burkhard B,Nedkov S,Willemen L,Petz K,Palomo I,Drakou E G,Martín-Lopez B,McPhearson T,Boyanova K,Alkemade R,Egoh B,Dunbar M B,Maes J.A blueprint for mapping and modelling ecosystem services.Ecosystem Services,2013,4:4- 14.
[5] 傅伯杰,张立伟.土地利用变化与生态系统服务:概念、方法与进展.地理科学进展,2014,33(4):441- 446.
[6] Mooney H A,Duraiappah A,Larigauderie A.Evolution of natural and social science interactions in global change research programs.Proceedings of the National Academy of Sciences of the United States of America,2013,110(S1):3665- 3672.
[7] 刘纪远,宁佳,匡文慧,徐新良,张树文,颜长珍,李仁东,吴世新,胡云锋,杜国明,迟文峰,潘涛,宁静.2010- 2015年中国土地利用变化的时空格局与新特征.地理学报,2018,73(5):789- 802.
[8] 李晋昌,王文丽,胡光印,魏振海.若尔盖高原土地利用变化对生态系统服务价值的影响.生态学报,2011,31(12):3451- 3459.
[9] 赖敏,吴绍洪,尹云鹤,潘韬.三江源区基于生态系统服务价值的生态补偿额度.生态学报,2015,35(2):227- 236.
[10] 郑华,李屹峰,欧阳志云,罗跃初.生态系统服务功能管理研究进展.生态学报,2013,33(3):702- 710.
[11] 郭荣中,杨敏华.长株潭地区生态系统服务价值分析及趋势预测.农业工程学报,2014,30(5):238- 246.
[12] Song W,Deng X Z,Yuan Y W,Wang Z,Li Z H.Impacts of land-use change on valued ecosystem service in rapidly urbanized North China Plain.Ecological Modelling,2015,318:245- 253.
[13] Maes J,Paracchini M L,Zulian G,Dunbar M B,Alkemade R.Synergies and trade-offs between ecosystem service supply,biodiversity,and habitat conservation status in Europe.Biological Conservation,2012,155:1- 12.
[14] Carreňo L,Frank F C,Viglizzo E F.Tradeoffs between economic and ecosystem services in Argentina during 50 years of land-use change.Agriculture,Ecosystems & Environment,2012,154:68- 77.
[15] 傅伯杰,于丹丹.生态系统服务权衡与集成方法.资源科学,2016,38(1):1- 9.
[16] 谢高地,鲁春霞,冷允法,郑度,李双成.青藏高原生态资产的价值评估.自然资源学报,2003,18(2):189- 196.
[17] 谢高地,甄霖,鲁春霞,肖玉,陈操.一个基于专家知识的生态系统服务价值化方法.自然资源学报,2008,23(5):911- 919.
[18] 白杨,欧阳志云,郑华,徐卫华,江波,方瑜.海河流域森林生态系统服务功能评估.生态学报,2011,31(7):2029- 2039.
[19] 涂小松,龙花楼.2000- 2010年鄱阳湖地区生态系统服务价值空间格局及其动态演化.资源科学,2015,37(12):2451- 2460.
[20] 李涛,甘德欣,杨知建,王宽,齐增湘,李晖,陈希.土地利用变化影响下洞庭湖地区生态系统服务价值的时空演变.应用生态学报,2016,27(12):3787- 3796.
[21] 姚小薇,曾杰,李旺君.武汉城市圈城镇化与土地生态系统服务价值空间相关特征.农业工程学报,2015,31(9):249- 256.
[22] 陈婧祎,罗红霞,胡林利,李秋红,江汶静.生态系统服务价值与社会经济相关性研究——以重庆市大都市区为例.水土保持研究,2017,24(4):330- 336.
[23] Zhang Y,Liu Y F,Zhang Y,Liu Y,Zhang G X,Chen Y Y.On the spatial relationship between ecosystem services and urbanization:a case study in Wuhan,China.Science of the Total Environment,2018,637- 638:780- 790.
[24] Fu B J,Wang S,Su C H,Forsius M.Linking ecosystem processes and ecosystem services.Current Opinion in Environmental Sustainability,2013,5(1):4- 10.
[25] 胡和兵,刘红玉,郝敬锋,安静.城市化流域生态系统服务价值时空分异特征及其对土地利用程度的响应.生态学报,2013,33(8):2565- 2576.
[26] 喻露露,张晓祥,李杨帆,赵杏杏,马生全,Cao H H,曹均阔.海口市海岸带生态系统服务及其时空变异.生态学报,2016,36(8):2431- 2441.
[27] Overmars K P,de Koning G H J,Veldkamp A.Spatial autocorrelation in multi-scale land use models.Ecological Modelling,2003,164(2/3):257- 270.
[28] Zhao Y L,Murayama Y.Effect of spatial scale on urban land-use pattern analysis in different classification systems:an empirical study in the CBD of Tokyo.Theory and Applications of GIS,2006,14(1):29- 42.
[29] Anselin L,Syabri I,Kho Y.GeoDa:an introduction to spatial data analysis.Geographical Analysis,2006,38(1):5- 22.
[30] 谷建立,张海涛,陈家赢,任艳,郭龙.基于DEM的县域土地利用空间自相关格局分析.农业工程学报,2012,28(23):216- 224.
[31] 庄大方,刘纪远.中国土地利用程度的区域分异模型研究.自然资源学报,1997,12(2):105- 111.
[32] 赵军,杨凯.生态系统服务价值评估研究进展.生态学报,2007,27(1):346- 356.
[33] Su S L,Xiao R,Jiang Z L,Zhang Y.Characterizing landscape pattern and ecosystem service value changes for urbanization impacts at an eco-regional scale.Applied Geography,2012,34:295- 305.
[34] Martínez-Harms M J,Balvanera P.Methods for mapping ecosystem service supply:a review.International Journal of Biodiversity Science,Ecosystem Services & Management,2012,8(1/2):17- 25.
[35] Costanza R,de Groot R,Sutton P,Van der Ploeg S,Anderson S J,Kubiszewski I,Farber S T,Turner R K.Changes in the global value of ecosystem services.Global Environmental Change,2014,26:152- 158.
[36] 许倍慎,周勇,徐理,于雷,吴文斌.湖北省潜江市生态系统服务功能价值空间特征.生态学报,2011,31(24):7379- 7387.
[37] Anselin L.Local indicators of spatial association-LISA.Geographical Analysis,1995,27(2):93- 115.
[38] 王政权.地统计学及其在生态学中的应用.北京:科学出版社,1999.
[39] 张晓楠,宋宏利,李振杰.基于地统计学的区域生态服务价值空间分异规律研究.水土保持研究,2012,19(6):168- 171,175- 175.
[40] 范树平,程从坤,刘友兆,张红梅,於冉.中国土地利用/土地覆盖研究综述与展望.地域研究与开发,2017,36(2):94- 101.
[41] Verburg P H,Schot P P,Dijst M J,Veldkamp A.Land use change modelling:current practice and research priorities.GeoJournal,2004,61(4):309- 324.
[42] 唐华俊,吴文斌,杨鹏,陈佑启,Verburg P H.土地利用/土地覆被变化(LUCC)模型研究进展.地理学报,2009,64(4):456- 468.
[43] Kotchen M J,Young O R.Meeting the challenges of the anthropocene:towards a science of coupled human-biophysical systems.Global Environmental Change,2007,17(2):149- 151.
[44] 高玲,赵智杰,张浩,关学斌,肖明.基于生境质量与生态区位的海口市生态系统服务价值估算.北京大学学报:自然科学版,2012,48(5):833- 840.
[45] Day J,Lewis B.Beyond univariate measurement of spatial autocorrelation:disaggregated spillover effects for Indonesia.Annals of GIS,2013,19(3):169- 185.
[46] Maiorano L,Falcucci A,Boitani L.Size-dependent resistance of protected areas to land-use change.Proceedings of the Royal Society B:Biological Sciences,2008,275(1640):1297- 1304.
[47] 陈利顶,傅伯杰,赵文武.“源”“汇”景观理论及其生态学意义.生态学报,2006,26(5):1444- 1449.
[48] Peng J,Tian L,Liu Y X,Zhao M Y,Hu Y N,Wu J S.Ecosystem services response to urbanization in metropolitan areas:thresholds identification.Science of the Total Environment,2017,607- 608:706- 714.
[49] Li F,Ye Y P,Song B W,Wang R S.Evaluation of urban suitable ecological land based on the minimum cumulative resistance model:a case study from Changzhou,China.Ecological Modelling,2015,318:194- 203.
[50] Bai Y,Jiang B,Wang M,Li H,Alatalo J M,Huang S F.New ecological redline policy (ERP) to secure ecosystem services in China.Land Use Policy,2016,55:348- 351.
[2] MEA (Millennium Ecosystem Assessment).Ecosystems and Human Well-being:Synthesis.Washington,DC:Island Press,2005.
[3] de Groot R,Brander L,Van der Ploeg S,Costanza R,Bernard F,Braat L,Christie M,Crossman N,Ghermandi A,Hein L,Hussain S,Kumar P,McVittie A,Portela R,Rodriguez L C,Brink P T,Van Beukering P.Global estimates of the value of ecosystems and their services in monetary units.Ecosystem Services,2012,1(1):50- 61.
[4] Crossman N D,Burkhard B,Nedkov S,Willemen L,Petz K,Palomo I,Drakou E G,Martín-Lopez B,McPhearson T,Boyanova K,Alkemade R,Egoh B,Dunbar M B,Maes J.A blueprint for mapping and modelling ecosystem services.Ecosystem Services,2013,4:4- 14.
[5] 傅伯杰,张立伟.土地利用变化与生态系统服务:概念、方法与进展.地理科学进展,2014,33(4):441- 446.
[6] Mooney H A,Duraiappah A,Larigauderie A.Evolution of natural and social science interactions in global change research programs.Proceedings of the National Academy of Sciences of the United States of America,2013,110(S1):3665- 3672.
[7] 刘纪远,宁佳,匡文慧,徐新良,张树文,颜长珍,李仁东,吴世新,胡云锋,杜国明,迟文峰,潘涛,宁静.2010- 2015年中国土地利用变化的时空格局与新特征.地理学报,2018,73(5):789- 802.
[8] 李晋昌,王文丽,胡光印,魏振海.若尔盖高原土地利用变化对生态系统服务价值的影响.生态学报,2011,31(12):3451- 3459.
[9] 赖敏,吴绍洪,尹云鹤,潘韬.三江源区基于生态系统服务价值的生态补偿额度.生态学报,2015,35(2):227- 236.
[10] 郑华,李屹峰,欧阳志云,罗跃初.生态系统服务功能管理研究进展.生态学报,2013,33(3):702- 710.
[11] 郭荣中,杨敏华.长株潭地区生态系统服务价值分析及趋势预测.农业工程学报,2014,30(5):238- 246.
[12] Song W,Deng X Z,Yuan Y W,Wang Z,Li Z H.Impacts of land-use change on valued ecosystem service in rapidly urbanized North China Plain.Ecological Modelling,2015,318:245- 253.
[13] Maes J,Paracchini M L,Zulian G,Dunbar M B,Alkemade R.Synergies and trade-offs between ecosystem service supply,biodiversity,and habitat conservation status in Europe.Biological Conservation,2012,155:1- 12.
[14] Carreňo L,Frank F C,Viglizzo E F.Tradeoffs between economic and ecosystem services in Argentina during 50 years of land-use change.Agriculture,Ecosystems & Environment,2012,154:68- 77.
[15] 傅伯杰,于丹丹.生态系统服务权衡与集成方法.资源科学,2016,38(1):1- 9.
[16] 谢高地,鲁春霞,冷允法,郑度,李双成.青藏高原生态资产的价值评估.自然资源学报,2003,18(2):189- 196.
[17] 谢高地,甄霖,鲁春霞,肖玉,陈操.一个基于专家知识的生态系统服务价值化方法.自然资源学报,2008,23(5):911- 919.
[18] 白杨,欧阳志云,郑华,徐卫华,江波,方瑜.海河流域森林生态系统服务功能评估.生态学报,2011,31(7):2029- 2039.
[19] 涂小松,龙花楼.2000- 2010年鄱阳湖地区生态系统服务价值空间格局及其动态演化.资源科学,2015,37(12):2451- 2460.
[20] 李涛,甘德欣,杨知建,王宽,齐增湘,李晖,陈希.土地利用变化影响下洞庭湖地区生态系统服务价值的时空演变.应用生态学报,2016,27(12):3787- 3796.
[21] 姚小薇,曾杰,李旺君.武汉城市圈城镇化与土地生态系统服务价值空间相关特征.农业工程学报,2015,31(9):249- 256.
[22] 陈婧祎,罗红霞,胡林利,李秋红,江汶静.生态系统服务价值与社会经济相关性研究——以重庆市大都市区为例.水土保持研究,2017,24(4):330- 336.
[23] Zhang Y,Liu Y F,Zhang Y,Liu Y,Zhang G X,Chen Y Y.On the spatial relationship between ecosystem services and urbanization:a case study in Wuhan,China.Science of the Total Environment,2018,637- 638:780- 790.
[24] Fu B J,Wang S,Su C H,Forsius M.Linking ecosystem processes and ecosystem services.Current Opinion in Environmental Sustainability,2013,5(1):4- 10.
[25] 胡和兵,刘红玉,郝敬锋,安静.城市化流域生态系统服务价值时空分异特征及其对土地利用程度的响应.生态学报,2013,33(8):2565- 2576.
[26] 喻露露,张晓祥,李杨帆,赵杏杏,马生全,Cao H H,曹均阔.海口市海岸带生态系统服务及其时空变异.生态学报,2016,36(8):2431- 2441.
[27] Overmars K P,de Koning G H J,Veldkamp A.Spatial autocorrelation in multi-scale land use models.Ecological Modelling,2003,164(2/3):257- 270.
[28] Zhao Y L,Murayama Y.Effect of spatial scale on urban land-use pattern analysis in different classification systems:an empirical study in the CBD of Tokyo.Theory and Applications of GIS,2006,14(1):29- 42.
[29] Anselin L,Syabri I,Kho Y.GeoDa:an introduction to spatial data analysis.Geographical Analysis,2006,38(1):5- 22.
[30] 谷建立,张海涛,陈家赢,任艳,郭龙.基于DEM的县域土地利用空间自相关格局分析.农业工程学报,2012,28(23):216- 224.
[31] 庄大方,刘纪远.中国土地利用程度的区域分异模型研究.自然资源学报,1997,12(2):105- 111.
[32] 赵军,杨凯.生态系统服务价值评估研究进展.生态学报,2007,27(1):346- 356.
[33] Su S L,Xiao R,Jiang Z L,Zhang Y.Characterizing landscape pattern and ecosystem service value changes for urbanization impacts at an eco-regional scale.Applied Geography,2012,34:295- 305.
[34] Martínez-Harms M J,Balvanera P.Methods for mapping ecosystem service supply:a review.International Journal of Biodiversity Science,Ecosystem Services & Management,2012,8(1/2):17- 25.
[35] Costanza R,de Groot R,Sutton P,Van der Ploeg S,Anderson S J,Kubiszewski I,Farber S T,Turner R K.Changes in the global value of ecosystem services.Global Environmental Change,2014,26:152- 158.
[36] 许倍慎,周勇,徐理,于雷,吴文斌.湖北省潜江市生态系统服务功能价值空间特征.生态学报,2011,31(24):7379- 7387.
[37] Anselin L.Local indicators of spatial association-LISA.Geographical Analysis,1995,27(2):93- 115.
[38] 王政权.地统计学及其在生态学中的应用.北京:科学出版社,1999.
[39] 张晓楠,宋宏利,李振杰.基于地统计学的区域生态服务价值空间分异规律研究.水土保持研究,2012,19(6):168- 171,175- 175.
[40] 范树平,程从坤,刘友兆,张红梅,於冉.中国土地利用/土地覆盖研究综述与展望.地域研究与开发,2017,36(2):94- 101.
[41] Verburg P H,Schot P P,Dijst M J,Veldkamp A.Land use change modelling:current practice and research priorities.GeoJournal,2004,61(4):309- 324.
[42] 唐华俊,吴文斌,杨鹏,陈佑启,Verburg P H.土地利用/土地覆被变化(LUCC)模型研究进展.地理学报,2009,64(4):456- 468.
[43] Kotchen M J,Young O R.Meeting the challenges of the anthropocene:towards a science of coupled human-biophysical systems.Global Environmental Change,2007,17(2):149- 151.
[44] 高玲,赵智杰,张浩,关学斌,肖明.基于生境质量与生态区位的海口市生态系统服务价值估算.北京大学学报:自然科学版,2012,48(5):833- 840.
[45] Day J,Lewis B.Beyond univariate measurement of spatial autocorrelation:disaggregated spillover effects for Indonesia.Annals of GIS,2013,19(3):169- 185.
[46] Maiorano L,Falcucci A,Boitani L.Size-dependent resistance of protected areas to land-use change.Proceedings of the Royal Society B:Biological Sciences,2008,275(1640):1297- 1304.
[47] 陈利顶,傅伯杰,赵文武.“源”“汇”景观理论及其生态学意义.生态学报,2006,26(5):1444- 1449.
[48] Peng J,Tian L,Liu Y X,Zhao M Y,Hu Y N,Wu J S.Ecosystem services response to urbanization in metropolitan areas:thresholds identification.Science of the Total Environment,2017,607- 608:706- 714.
[49] Li F,Ye Y P,Song B W,Wang R S.Evaluation of urban suitable ecological land based on the minimum cumulative resistance model:a case study from Changzhou,China.Ecological Modelling,2015,318:194- 203.
[50] Bai Y,Jiang B,Wang M,Li H,Alatalo J M,Huang S F.New ecological redline policy (ERP) to secure ecosystem services in China.Land Use Policy,2016,55:348- 351.
© 2004-2018 中国地质图书馆版权所有 京ICP备05064691号 京公网安备11010802017129号 地址：北京市海淀区学院路29号 邮编：100083 电话：办公室：(+86 10)66554848；文献借阅、咨询服务、科技查新：66554700 |