新疆博乐市生态环境变化对城市建设用地扩张的响应
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摘要
城市化进程不断加快带来一系列的环境问题,其中,以城市生态恶化为表现形式的"城市病"越来越受到政府和社会的关注。因此,及时、准确、快速地探究生态环境演变对城市扩张的响应显得尤为重要。该研究基于遥感生态指数(remote sensing ecological index, RSEI)分析博乐市2000―2016年生态环境变化情况并通过引入城市扩张强度、重心位移模型等方法,对博乐市城市空间扩张强度与形态进行分析,揭示城市生态环境变化对城市用地扩张的响应。结果表明:1)RSEI不仅适用于城市主城区的环境监测而且以行政边界为界限的整个城区的生态环境监测中同样可行;2)2000―2016年间博乐市生态环境质量有一定程度的恶化趋势,即RSEI均值从2000―2011年下降4.97%;从2011―2016年下降15.4%;3)生态环境变好的区域主要分布在山前平原区,老城区及其周围;生态环境恶化的区域主要分布在主城区的外围地区,沿博尔塔拉河两岸带状分布;4)城市扩张的区域与RSEI评价结果显示的生态环境状况恶化的区域基本重合。
At present, China is in the rapid development stage of urbanization, while urbanization is exerting its positive effect, and it inevitably brings negative effects. The "urban social problems" in the form of urban ecological deterioration is becoming more and more concerned by the government and the society. Therefore, it is very important for timely, accurately and quickly detecting the ecological changes which caused by the urban expansion. Four evaluation indices, such as humidity(Wet), green degree(NDVI), dry degree(NDBI) and heat degree(LST) were extracted from Landsat remote sensing images(2000—2016), and the integrated index method was used to deal with the normalized environmental factors, and the final evaluation results of the ecological environment of Bole City were obtained. And the spatial expansion pattern of Bole City was analyzed by using the urban expansion intensity index and the gravity center displacement model. The results showed that the ecological environment quality of Bole City had deteriorated to some extent during 2000—2016. The remote sensing ecological index(RSEI)values of the Bole city decreased from 0.703 in 2000 to 0.688 in 2011 and 0.565 in 2016. The RSEI level of the ecosystem ranged from 81.78% in 2000 to 76.8% in 2011, and then to 64.15% in 2016. During 2000—2016, the area of improved ecological environment was 1 051.65 km~2(accounting for 13.50%), and the area of deteriorated ecological environment was 3 064.59 km~2(accounting for 39.34%). It indicated that the ecological environment of Bole City was deteriorating during 2000—2016, but some parts of the ecological environment was improved. Spatial analysis showed that, the areas where had healthy ecological environment were mainly distributed in the front of the mountain plain, the old city and its surrounding areas; the ecological environment poor region was mainly distributed in the outlying areas of the main urban area and along the banks of Bortala River. Further analysis showed that the built-up area had increased by 11.04 km~2, showing a trend of gradual expansion. During the entire study period(2000—2016), gravity center of Bole City had shifted to different directions; During 2000—2011, the gravity center of the city was moved to the southeast direction(SE) by 2.13 km; During 2011—2016, the gravity center of the city was shifted to the Northeast(NE) direction about 5.17 km; The city expanded in a planar distribution during 2000—2016, the gravity center of the city moved to the east in a large scale, as well as showed small scale transformation to the north, south and westward in a planar distribution. The areas where were affected by urban expansion, characteristic of extension and RSEI results further indicated city expansion was a predominate factor of ecological environment deterioration in the study area. In a word, this paper used remote sensing ecological index to comprehensively evaluate the ecological changes of Bole with multi-index, large-scale and multi-phase, and discussed the response of ecological environment to the urban land expansion. On the one hand, it can serve the ecological environment monitoring and ecological city construction of Bole city; on the other hand, it can test the applicability and effectiveness of RSEI in arid areas.
At present, China is in the rapid development stage of urbanization, while urbanization is exerting its positive effect, and it inevitably brings negative effects. The "urban social problems" in the form of urban ecological deterioration is becoming more and more concerned by the government and the society. Therefore, it is very important for timely, accurately and quickly detecting the ecological changes which caused by the urban expansion. Four evaluation indices, such as humidity(Wet), green degree(NDVI), dry degree(NDBI) and heat degree(LST) were extracted from Landsat remote sensing images(2000—2016), and the integrated index method was used to deal with the normalized environmental factors, and the final evaluation results of the ecological environment of Bole City were obtained. And the spatial expansion pattern of Bole City was analyzed by using the urban expansion intensity index and the gravity center displacement model. The results showed that the ecological environment quality of Bole City had deteriorated to some extent during 2000—2016. The remote sensing ecological index(RSEI)values of the Bole city decreased from 0.703 in 2000 to 0.688 in 2011 and 0.565 in 2016. The RSEI level of the ecosystem ranged from 81.78% in 2000 to 76.8% in 2011, and then to 64.15% in 2016. During 2000—2016, the area of improved ecological environment was 1 051.65 km~2(accounting for 13.50%), and the area of deteriorated ecological environment was 3 064.59 km~2(accounting for 39.34%). It indicated that the ecological environment of Bole City was deteriorating during 2000—2016, but some parts of the ecological environment was improved. Spatial analysis showed that, the areas where had healthy ecological environment were mainly distributed in the front of the mountain plain, the old city and its surrounding areas; the ecological environment poor region was mainly distributed in the outlying areas of the main urban area and along the banks of Bortala River. Further analysis showed that the built-up area had increased by 11.04 km~2, showing a trend of gradual expansion. During the entire study period(2000—2016), gravity center of Bole City had shifted to different directions; During 2000—2011, the gravity center of the city was moved to the southeast direction(SE) by 2.13 km; During 2011—2016, the gravity center of the city was shifted to the Northeast(NE) direction about 5.17 km; The city expanded in a planar distribution during 2000—2016, the gravity center of the city moved to the east in a large scale, as well as showed small scale transformation to the north, south and westward in a planar distribution. The areas where were affected by urban expansion, characteristic of extension and RSEI results further indicated city expansion was a predominate factor of ecological environment deterioration in the study area. In a word, this paper used remote sensing ecological index to comprehensively evaluate the ecological changes of Bole with multi-index, large-scale and multi-phase, and discussed the response of ecological environment to the urban land expansion. On the one hand, it can serve the ecological environment monitoring and ecological city construction of Bole city; on the other hand, it can test the applicability and effectiveness of RSEI in arid areas.
引文
[1]韩瑞丹,张丽,郑艺,等.曼谷城市扩张生态环境效应[J].生态学报,2017,37(19):6322-6334.Han Ruidan,Zhang Li,Zheng Yi,et al.Urban expansion and its ecological environment effects in Bangkok Thailand[J].Acta Ecological Sinica,2017,37(19):6322-6334.(in Chinese with English abstract)
[2]Xu H,Ding F,Wen X.Urban expansion and heat island dynamics in the Quanzhou Region,China[J].IEEE Journal of Selected Topics in Applied Earth Observations&Remote Sensing,2009,2(2):74-79.
[3]Hansen M C,Potapov P V,Moore R.High-resolution global maps of 21st-century forest cover change[J].Science,2014,344(6187):850-853.
[4]Hu X,Wu Z,Wu C,et al.Effects of road network on diversiform forest cover changes in the highest coverage region in China:An analysis of sampling strategies[J].Science of the Total Environment,2016,565:28-39.
[5]Bohnet I,Pert P.Patterns,drivers and impacts of urban growth:A studyfrom Cairns,Queensland,Australia from1952 to 2031[J].Landsc.Urban Plann,2010,97(4):239-248.
[6]Lin T,Ge RB,Huang J,et al.A quantitative method to assess the ecological indicator system’s effectiveness:A case study of the ecological province construction indicators of China[J].Ecol Ind,2016,62:95-100.
[7]Huang J,Jr R G P,Li Q,et al.Use of intensity analysis to link patterns with processes of land change from 1986 to2007 in a coastal watershed of southeast China[J].Applied Geography,2012,34(3):371-384.
[8]Kerchove V D,Goossens,Lhermitte,et al.Spatio-temporal variability in remotely sensed land surface temperature and its relationship with physiographic variables in the Russian Altay Mountains[J].International Journal of Applied Earth Observation&Geoinformation,2013,20(2):4-19.
[9]史培军,潘耀忠,陈晋.深圳市土地利用/覆盖变化与生态环境安全分析[J].自然资源学报,1999,14(4):293-299.Shi Peijun,Pan Yaozhong,Chen Jin.Land use/cover change and environmental security in Shenzhen region[J].Journal of Natural Resources,1994,14(4):293-299.(in Chinese with English abstract)
[10]尹占娥,许世远.上海浦东新区土地利用变化及其生态环境效应[J].长江流域资源与环境,2007,16(4):430-430.Yin Zhan e,Xu Shiyuan.Changes in land-use and land cover and their effect on eco-environment in Pudong new area of Shanghai[J].Resources and Environment in the Yangtze Basin,2007,16(4):430-439.(in Chinese with English abstract)
[11]陈命男,张浩,唐靖寅,等.上海城市地表热环境多时期遥感研究[J].中国环境科学,2011,31(7):1143-1151.Chen Mingnan,Zhang Hao,Tang Jingyan,et al.Study on the thermal environment of land surface in Shanghai with multitemporal remote sensing images[J].China Environmental Science,2011,31(7):1143-1151.(in Chinese with English abstract)
[12]张杨,江平,陈奕云,等.基于Landsat TM影像的武汉市热岛效应研究[J].生态环境学报,2012,21(5):884-889.Zhang Yang,Jiang Ping,Chen Yiyun,et al.Study on heat island effect in Wuhan city based on Landsat TM remote sensing[J].Ecology and Environmental Science,2012,21(5):884-889.(in Chinese with English abstract)
[13]崔秋洋,潘云,杨雪.基于Landsat 8遥感影像的北京市平原区不透水层盖度估算[J].首都师范大学学报(自然科学版),2015,36(2):89-92.Cui Qiuyang,Pan Yun,Yang Xue.Beijing plain area of remote sensing images based on Landsat 8 impermeable layer coverage estimates[J].Journal of Capital Normal University:Natural Science Edition,2015,36(2):89-92.(in Chinese with English abstract)
[14]任鹏飞,甘淑,谢显奇,等.基于ETM+遥感探测山地城市不透水面及其动态分析[J].水土保持通报,2013,33(5):109-112.Ren Pengfei,Gan Shu,Xie Xianqi,et al.Dynamic analysis of mountain city impervious surface based on ETM+fused images[J].Bulletin of Soil and Water Conservation,2013,33(5):109-112.(in Chinese with English abstract)
[15]李佩武,李贵才,陈莉,等.深圳市植被径流调节及其生态效益分析[J].自然资源学报,2009,24(7):1223-1233.Li Peiwu,Li Guicai,Chen Li,et al.Analysis of Shenzhen vegetation:flood control and ecological benefit[J].Journal of Natural Resources,2009,24(7):1223-1233.(in Chinese with English abstract)
[16]Zhang J Q,Zhu Y Q,Fan F L.Mapping and evaluation of landscape ecological status using geographic extracted from remote sensing imagery of the Pearl River Delta,China,between1998 and 2008[J].Environ.Earth Sci,2016,75:327-342.
[17]江振蓝,沙晋明,杨武年.基于GIS的福州市生态环境遥感综合评价模型[J].国土资源遥感,2004(3):46-48.Jiang Zhenlan,Sha Jinming,Yang Wunian.Multiple factores:Based remote sensing evaluation of ecological environment in FUzhou[J].Remote Sensing for Land&Resources,2004(3):46-48.(in Chinese with English abstract)
[18]安静,刘红玉,郝敬锋,等.南京仙林新市区景观生态质量变化研究[J].水土保持研究,2012(2):231-235.An Jing,Liu Hongyu,Hao Jingfeng,et al.Study on the change of landscape ecological quality in Xianlin new city of Nanjing[J].Research of Soil and Water Conservation,2012(2):231-235.(in Chinese with English abstract)
[19]周静,管卫华.基于生态足迹方法的南京可持续发展研究[J].生态学报,2012(20):6471-6480.Zhou Jing,Guan Weihua.Study on sustainable development in Nanjing based on ecological footprint model[J].Acta Ecological Sinica,2012(20):6471-6480.(in Chinese with English abstract)
[20]刘洪岐.基于RS和GIS的北京市生态环境评价研究[D].北京:首都师范大学,2008.Liu Hongqi.Evaluation of Beijing's Ecological Environment Based on RS and GIS[D].Beijing:Capital Normal University,2008.(in Chinese with English abstract)
[21]徐涵秋.城市遥感生态指数的创建及其应用[J].生态学报,2013,33(24):7853-7862.Xu Hanqiu.A remote sensing urban ecological index and its application[J].Acta Ecological Sinica,2013,33(24):7853-7862.(in Chinese with English abstract)
[22]Reza M I H,Abdullah S A.Regional index of ecological integrity:A need for sustainable management of natural resources[J].Ecological Indicators,2015,11(2):220-229.
[23]Gupta K,Kumar P,Pathan S K,et al.Urban neighborhood green index:A measure of green spaces in urban areas[J].Landscape&Urban Planning,2012,105(3):325-335.
[24]刘智才,徐涵秋,李乐,等.基于遥感生态指数的杭州市城市生态变化[J].应用基础与工程科学学报,2015(4):728-739.Liu Zhicai,Xu Hanqiu,Li Le,et al.Ecological change in the Hangzhou area using the remote sensing based ecological index[J].Journal of Basic Science and Engineering,2015(4):728-739.(in Chinese with English abstract)
[25]赵顺阳,王文科,乔冈,等.艾比湖流域生态环境质量评价[J].干旱区资源与环境,2007,21(5):63-67.Zhao Shunyang,Wang Wenke,Qiao Gang,et al.Ecoenvironmental quality assessment of Ebinur watershed[J].Journal of Arid Land Resources and Environment,2007,21(5):63-67.(in Chinese with English abstract)
[26]王萍,郑永果,张继贤,等.基RS的土地利用/土地覆盖变化信息提取方法:以甘肃石羊河流域为例[J].资源开发与市场,2003,19(6):387-389.Wang Ping,Zheng Yongguo,Zhang Jixian,et al.Extraction method of land use/land cover Information change based on RS:taking Gansu Shiyanghe valley as an example[J].Resource Development&Market,2003,19(6):387-389.(in Chinese with English abstract)
[27]王俊祺,潘文斌.生态环境变化遥感评价指数的应用研究:以敖江流域为例[J].环境科学与管理,2014,39(12):186-190.(in Chinese with English abstract)Wang Junqi,Pan Wenbin.Application of remote sensing index in assessing ecological change of Aojiang watershed[J].Environmental Science and management,2014,39(12):186-190.(in Chinese with English abstract)
[28]Xu H.A New Index for DelineatingBuilt-up Land Features in satellite imagery[J].International Journal of Remote Sensing,2008,29(14):4269-4276.
[29]Rikimaru A,Roy P S,Miyatake S.Tropical forest cover density mapping[J].Tropical Ecology,2002,43:39-47.
[30]Nasa.Landsat 7 science data user’s handbook[J].General Interest Publication,1998.Doi:10.3133/7000070.
[31]Nasa.Landsat8 Data Users Handbook[Z].General Interest Publication,2011.
[32]Baig M H A,Zhang L,Tong S,et al.Derivation of a tasseled cap transformation based on Landsat 8 at-satellite reflectance[J].Remote Sensing Letters,2014,5(5):423-431.
[33]Sobrino J A,Jiménez-Mu?oz J C,Paolini L.Land surface temperature retrieval from LANDSAT TM 5[J].Remote Sensing of Environment,2004,90(4):434-440.
[34]王海波,马明国.基于遥感的湖泊水域动态变化监测研究进展[J].遥感技术与应用,2009,24(5):674-684.Wang Haibo,Ma Mingguo.Research progress on monitoring of lake water dynamic changes based on remote sensing[J].Remote Sensing Technology and Application,2009,24(5):674-684.(in Chinese with English abstract)
[35]徐涵秋.基于压缩数据维的城市建筑用地遥感信息提取[J].中国图象图形学报,2005,10(2):223-229.Xu Hanqiu.Remote sensing information extraction of urban build up land based on a data dimension compression technique[J].Journal of Image and Graphics,2005,10(2):223-229.(in Chinese with English abstract)
[36]Chavez P S J.Image-based atmospheric corrections:Revisited and improved[J].Photogrammetric Engineering&Remote Sensing,1996,62(9):1025-1036.
[37]徐涵秋.利用改进的归一化差异水体指数(MNDWI)提取水体信息的研究[J].遥感学报,2005,9(5):589-595.Xu Hanqiu.A study on information extraction of water body with the modified normalized difference water index(MNDWI)[J].Journal of Remote Sensing,2005,9(5):589-595.(in Chinese with English abstract)
[38]茹克亚·萨吾提,阿里木江·卡斯木,玉苏普江·艾麦提.基于多遥感数据的喀什市1972-2010年城市扩展研究[J].冰川冻土,2014,36(3):732-739.Rukiya Sawut,A limujiang·kasimu,Yu supujiang·aimaiti.Analyzing the urban expansion in Kashgar city Xinjiang during 1972-2010 based on multi-source remote sensing images[J].Journal of Glaciology and Geocryology,2014,36(3):732-739.(in Chinese with English abstract)
[39]秦鹏,董玉祥,李裕梨.广州市城镇用地扩展及预测分析[J].资源科学,2012,34(10):1881-1890.Qin Peng,Dong Yuxiang,Li Yuli.Urban land use expansion and prediction analysis in Guangzhou[J].Resource Science,2012,34(10):1881-1890.(in Chinese with English abstract)
[40]张浩,杜培军,罗洁琼,等.基于遥感生态指数的南京市生态变化分析[J].地理空间信息,2017,15(2):58-62.Zhang Hao,Du PeiJun,Luo Jieqiong,et al.Ecological change analysis of Nanjing city based on remote sensing ecological index[J].Geospatial Information,2017,15(2):58-62.(in Chinese with English abstract)
[41]纪晓华.基于遥感的城市群扩张模式及其驱动力研究[D].北京:中国地质大学,2014.Ji Xiaohua.Research on Urban Agglomeration Expansion Model and Its Driving Forces Based on Remote Sensing[D].Beijing:China University of Geosciences,2014.(in Chinese with English abstract)
[42]刘珍环,王仰麟,彭建.不透水表面遥感监测及其应用研究进展[J].地理科学进展,2010,29(9):1143-1152.Liu Zhenhuan,Wang Yanglin,Peng Jian.Remote sensing impervious surface and its application:A review[J].Progress in Geography,2010,29(9):1143-1152.(in Chinese with English abstract)
[43]林冬凤,徐涵秋.厦门城市不透水面及其热环境效应的遥感分析[J].亚热带资源与环境学报,2013,8(3):78-84.Lin Dongfeng,Xu Hanqiu.Urban impervious surface and its thermal environments in Xiamen:An analysis based on Remote sensing technology[J].Journal of Subtropical Resources and Environment,2013,8(3):78-84.(in Chinese with English abstract)
[2]Xu H,Ding F,Wen X.Urban expansion and heat island dynamics in the Quanzhou Region,China[J].IEEE Journal of Selected Topics in Applied Earth Observations&Remote Sensing,2009,2(2):74-79.
[3]Hansen M C,Potapov P V,Moore R.High-resolution global maps of 21st-century forest cover change[J].Science,2014,344(6187):850-853.
[4]Hu X,Wu Z,Wu C,et al.Effects of road network on diversiform forest cover changes in the highest coverage region in China:An analysis of sampling strategies[J].Science of the Total Environment,2016,565:28-39.
[5]Bohnet I,Pert P.Patterns,drivers and impacts of urban growth:A studyfrom Cairns,Queensland,Australia from1952 to 2031[J].Landsc.Urban Plann,2010,97(4):239-248.
[6]Lin T,Ge RB,Huang J,et al.A quantitative method to assess the ecological indicator system’s effectiveness:A case study of the ecological province construction indicators of China[J].Ecol Ind,2016,62:95-100.
[7]Huang J,Jr R G P,Li Q,et al.Use of intensity analysis to link patterns with processes of land change from 1986 to2007 in a coastal watershed of southeast China[J].Applied Geography,2012,34(3):371-384.
[8]Kerchove V D,Goossens,Lhermitte,et al.Spatio-temporal variability in remotely sensed land surface temperature and its relationship with physiographic variables in the Russian Altay Mountains[J].International Journal of Applied Earth Observation&Geoinformation,2013,20(2):4-19.
[9]史培军,潘耀忠,陈晋.深圳市土地利用/覆盖变化与生态环境安全分析[J].自然资源学报,1999,14(4):293-299.Shi Peijun,Pan Yaozhong,Chen Jin.Land use/cover change and environmental security in Shenzhen region[J].Journal of Natural Resources,1994,14(4):293-299.(in Chinese with English abstract)
[10]尹占娥,许世远.上海浦东新区土地利用变化及其生态环境效应[J].长江流域资源与环境,2007,16(4):430-430.Yin Zhan e,Xu Shiyuan.Changes in land-use and land cover and their effect on eco-environment in Pudong new area of Shanghai[J].Resources and Environment in the Yangtze Basin,2007,16(4):430-439.(in Chinese with English abstract)
[11]陈命男,张浩,唐靖寅,等.上海城市地表热环境多时期遥感研究[J].中国环境科学,2011,31(7):1143-1151.Chen Mingnan,Zhang Hao,Tang Jingyan,et al.Study on the thermal environment of land surface in Shanghai with multitemporal remote sensing images[J].China Environmental Science,2011,31(7):1143-1151.(in Chinese with English abstract)
[12]张杨,江平,陈奕云,等.基于Landsat TM影像的武汉市热岛效应研究[J].生态环境学报,2012,21(5):884-889.Zhang Yang,Jiang Ping,Chen Yiyun,et al.Study on heat island effect in Wuhan city based on Landsat TM remote sensing[J].Ecology and Environmental Science,2012,21(5):884-889.(in Chinese with English abstract)
[13]崔秋洋,潘云,杨雪.基于Landsat 8遥感影像的北京市平原区不透水层盖度估算[J].首都师范大学学报(自然科学版),2015,36(2):89-92.Cui Qiuyang,Pan Yun,Yang Xue.Beijing plain area of remote sensing images based on Landsat 8 impermeable layer coverage estimates[J].Journal of Capital Normal University:Natural Science Edition,2015,36(2):89-92.(in Chinese with English abstract)
[14]任鹏飞,甘淑,谢显奇,等.基于ETM+遥感探测山地城市不透水面及其动态分析[J].水土保持通报,2013,33(5):109-112.Ren Pengfei,Gan Shu,Xie Xianqi,et al.Dynamic analysis of mountain city impervious surface based on ETM+fused images[J].Bulletin of Soil and Water Conservation,2013,33(5):109-112.(in Chinese with English abstract)
[15]李佩武,李贵才,陈莉,等.深圳市植被径流调节及其生态效益分析[J].自然资源学报,2009,24(7):1223-1233.Li Peiwu,Li Guicai,Chen Li,et al.Analysis of Shenzhen vegetation:flood control and ecological benefit[J].Journal of Natural Resources,2009,24(7):1223-1233.(in Chinese with English abstract)
[16]Zhang J Q,Zhu Y Q,Fan F L.Mapping and evaluation of landscape ecological status using geographic extracted from remote sensing imagery of the Pearl River Delta,China,between1998 and 2008[J].Environ.Earth Sci,2016,75:327-342.
[17]江振蓝,沙晋明,杨武年.基于GIS的福州市生态环境遥感综合评价模型[J].国土资源遥感,2004(3):46-48.Jiang Zhenlan,Sha Jinming,Yang Wunian.Multiple factores:Based remote sensing evaluation of ecological environment in FUzhou[J].Remote Sensing for Land&Resources,2004(3):46-48.(in Chinese with English abstract)
[18]安静,刘红玉,郝敬锋,等.南京仙林新市区景观生态质量变化研究[J].水土保持研究,2012(2):231-235.An Jing,Liu Hongyu,Hao Jingfeng,et al.Study on the change of landscape ecological quality in Xianlin new city of Nanjing[J].Research of Soil and Water Conservation,2012(2):231-235.(in Chinese with English abstract)
[19]周静,管卫华.基于生态足迹方法的南京可持续发展研究[J].生态学报,2012(20):6471-6480.Zhou Jing,Guan Weihua.Study on sustainable development in Nanjing based on ecological footprint model[J].Acta Ecological Sinica,2012(20):6471-6480.(in Chinese with English abstract)
[20]刘洪岐.基于RS和GIS的北京市生态环境评价研究[D].北京:首都师范大学,2008.Liu Hongqi.Evaluation of Beijing's Ecological Environment Based on RS and GIS[D].Beijing:Capital Normal University,2008.(in Chinese with English abstract)
[21]徐涵秋.城市遥感生态指数的创建及其应用[J].生态学报,2013,33(24):7853-7862.Xu Hanqiu.A remote sensing urban ecological index and its application[J].Acta Ecological Sinica,2013,33(24):7853-7862.(in Chinese with English abstract)
[22]Reza M I H,Abdullah S A.Regional index of ecological integrity:A need for sustainable management of natural resources[J].Ecological Indicators,2015,11(2):220-229.
[23]Gupta K,Kumar P,Pathan S K,et al.Urban neighborhood green index:A measure of green spaces in urban areas[J].Landscape&Urban Planning,2012,105(3):325-335.
[24]刘智才,徐涵秋,李乐,等.基于遥感生态指数的杭州市城市生态变化[J].应用基础与工程科学学报,2015(4):728-739.Liu Zhicai,Xu Hanqiu,Li Le,et al.Ecological change in the Hangzhou area using the remote sensing based ecological index[J].Journal of Basic Science and Engineering,2015(4):728-739.(in Chinese with English abstract)
[25]赵顺阳,王文科,乔冈,等.艾比湖流域生态环境质量评价[J].干旱区资源与环境,2007,21(5):63-67.Zhao Shunyang,Wang Wenke,Qiao Gang,et al.Ecoenvironmental quality assessment of Ebinur watershed[J].Journal of Arid Land Resources and Environment,2007,21(5):63-67.(in Chinese with English abstract)
[26]王萍,郑永果,张继贤,等.基RS的土地利用/土地覆盖变化信息提取方法:以甘肃石羊河流域为例[J].资源开发与市场,2003,19(6):387-389.Wang Ping,Zheng Yongguo,Zhang Jixian,et al.Extraction method of land use/land cover Information change based on RS:taking Gansu Shiyanghe valley as an example[J].Resource Development&Market,2003,19(6):387-389.(in Chinese with English abstract)
[27]王俊祺,潘文斌.生态环境变化遥感评价指数的应用研究:以敖江流域为例[J].环境科学与管理,2014,39(12):186-190.(in Chinese with English abstract)Wang Junqi,Pan Wenbin.Application of remote sensing index in assessing ecological change of Aojiang watershed[J].Environmental Science and management,2014,39(12):186-190.(in Chinese with English abstract)
[28]Xu H.A New Index for DelineatingBuilt-up Land Features in satellite imagery[J].International Journal of Remote Sensing,2008,29(14):4269-4276.
[29]Rikimaru A,Roy P S,Miyatake S.Tropical forest cover density mapping[J].Tropical Ecology,2002,43:39-47.
[30]Nasa.Landsat 7 science data user’s handbook[J].General Interest Publication,1998.Doi:10.3133/7000070.
[31]Nasa.Landsat8 Data Users Handbook[Z].General Interest Publication,2011.
[32]Baig M H A,Zhang L,Tong S,et al.Derivation of a tasseled cap transformation based on Landsat 8 at-satellite reflectance[J].Remote Sensing Letters,2014,5(5):423-431.
[33]Sobrino J A,Jiménez-Mu?oz J C,Paolini L.Land surface temperature retrieval from LANDSAT TM 5[J].Remote Sensing of Environment,2004,90(4):434-440.
[34]王海波,马明国.基于遥感的湖泊水域动态变化监测研究进展[J].遥感技术与应用,2009,24(5):674-684.Wang Haibo,Ma Mingguo.Research progress on monitoring of lake water dynamic changes based on remote sensing[J].Remote Sensing Technology and Application,2009,24(5):674-684.(in Chinese with English abstract)
[35]徐涵秋.基于压缩数据维的城市建筑用地遥感信息提取[J].中国图象图形学报,2005,10(2):223-229.Xu Hanqiu.Remote sensing information extraction of urban build up land based on a data dimension compression technique[J].Journal of Image and Graphics,2005,10(2):223-229.(in Chinese with English abstract)
[36]Chavez P S J.Image-based atmospheric corrections:Revisited and improved[J].Photogrammetric Engineering&Remote Sensing,1996,62(9):1025-1036.
[37]徐涵秋.利用改进的归一化差异水体指数(MNDWI)提取水体信息的研究[J].遥感学报,2005,9(5):589-595.Xu Hanqiu.A study on information extraction of water body with the modified normalized difference water index(MNDWI)[J].Journal of Remote Sensing,2005,9(5):589-595.(in Chinese with English abstract)
[38]茹克亚·萨吾提,阿里木江·卡斯木,玉苏普江·艾麦提.基于多遥感数据的喀什市1972-2010年城市扩展研究[J].冰川冻土,2014,36(3):732-739.Rukiya Sawut,A limujiang·kasimu,Yu supujiang·aimaiti.Analyzing the urban expansion in Kashgar city Xinjiang during 1972-2010 based on multi-source remote sensing images[J].Journal of Glaciology and Geocryology,2014,36(3):732-739.(in Chinese with English abstract)
[39]秦鹏,董玉祥,李裕梨.广州市城镇用地扩展及预测分析[J].资源科学,2012,34(10):1881-1890.Qin Peng,Dong Yuxiang,Li Yuli.Urban land use expansion and prediction analysis in Guangzhou[J].Resource Science,2012,34(10):1881-1890.(in Chinese with English abstract)
[40]张浩,杜培军,罗洁琼,等.基于遥感生态指数的南京市生态变化分析[J].地理空间信息,2017,15(2):58-62.Zhang Hao,Du PeiJun,Luo Jieqiong,et al.Ecological change analysis of Nanjing city based on remote sensing ecological index[J].Geospatial Information,2017,15(2):58-62.(in Chinese with English abstract)
[41]纪晓华.基于遥感的城市群扩张模式及其驱动力研究[D].北京:中国地质大学,2014.Ji Xiaohua.Research on Urban Agglomeration Expansion Model and Its Driving Forces Based on Remote Sensing[D].Beijing:China University of Geosciences,2014.(in Chinese with English abstract)
[42]刘珍环,王仰麟,彭建.不透水表面遥感监测及其应用研究进展[J].地理科学进展,2010,29(9):1143-1152.Liu Zhenhuan,Wang Yanglin,Peng Jian.Remote sensing impervious surface and its application:A review[J].Progress in Geography,2010,29(9):1143-1152.(in Chinese with English abstract)
[43]林冬凤,徐涵秋.厦门城市不透水面及其热环境效应的遥感分析[J].亚热带资源与环境学报,2013,8(3):78-84.Lin Dongfeng,Xu Hanqiu.Urban impervious surface and its thermal environments in Xiamen:An analysis based on Remote sensing technology[J].Journal of Subtropical Resources and Environment,2013,8(3):78-84.(in Chinese with English abstract)