最佳波段组合的城市土地利用类型提取Urban land use features extraction of optimal band selection
郭力娜;李帅;张梦华;牛振国;李孟倩;
摘要(Abstract):
针对Landsat 8陆地成像仪(OLI)遥感影像光谱特征利用率不高等问题,为排除波段间冗余信息的干扰,提高土地利用特征提取的精度,该文以2014年唐山市中心城区Landsat 8OLI遥感影像为主要数据源,开展了基于Landsat 8OLI影像的城市土地利用特征提取的最佳波段选择研究。根据最佳波段选取原则统计波段光谱信息,基于最佳指数因子以及不同土地利用类型的光谱特征曲线,确定波段1、5、7为最适合该遥感影像进行土地利用特征提取的最佳波段组合。
关键词(KeyWords): Landsat 8;土地利用;波段选择;最佳指数因子;唐山市
基金项目(Foundation): 河北省教育厅优秀青年基金项目(YQ2014016);; 国家自然科学基金项目(41671519)
作者(Authors): 郭力娜;李帅;张梦华;牛振国;李孟倩;
DOI: 10.16251/j.cnki.1009-2307.2019.08.023
参考文献(References):
- [1]郭力娜,张梦华,张永彬,等.唐山市区土地利用的Landsat 8影像分层分类[J].测绘科学,2017,42(10):88-94,125.(GUO Lina,ZHANG Menghua,ZHANGYongbin,et al.Land use hierarchical classification based on Landsat 8image in Tangshan city[J].Science of Surveying and Mapping,2017,42(10):88-94,125.)
- [2]乔伟峰,盛业华,方斌,等.基于转移矩阵的高度城市化区域土地利用演变信息挖掘:以江苏省苏州市为例[J].地理研究,2013,32(8):1497-1507.(QIAO Weifeng,SHENG Yehua,FANG Bin,et al.Land use change information mining in highly urbanized area based on transfer matrix:a case study of Suzhou[J].Geographical Research,2013,32(8):1497-1507.)
- [3]张利利,佘济云,李锐,等.1998-2010年五指山市土地利用景观格局变化分析[J].西北林学院学报,2016,31(1):221-225.(ZHANG Lili,SHE Jiyun,LI rui,et al.Changes of land use and landscape pattern in Wuzhishan during 1998-2010[J].Journal of Northwest Forestry University,2016,31(1):221-225.)
- [4]苏旭坤,臧淑英,李苗,等.绥化市土地利用变化图谱分析[J].中国农学通报,2011,28(2):214-222.(SUXukun,ZANG Shuying,LI Miao,et al.The TUPUanalysis of land-use pattern in Suihua[J].Chinese Agricultural Science Bulletin,2011,28(2):214-222.)
- [5]崔永胜,栾元重,林庆元.青岛开发区土地利用/土地覆盖变化分析[J].测绘科学,2008,33(S1):177-178.(CUI Yongsheng,LUAN Yuanzhong,LIN Qingyuan.Land use/Land cover change analysis in Qingdao development zone[J].Science of Surveying and Mapping,2008,33(S1):177-178.)
- [6]封建民,王黎,文琦.榆神府矿区土地利用变化及合理性分析[J].水土保持研究,2015,22(1):188-193.(FENGJianmin,WANG Li,WEN Qi.Land use changes and its rationality evaluation in the Yushenfu mining area[J].Research of Soil and Water Conversation,2015,22(1):188-193.)
- [7]许菡,燕琴,徐泮林,等.多源遥感影像融合最佳波段选择及质量评价研究[J].测绘科学,2007,32(3):72-74,87.(XU Han,YAN Qin,XU Panlin,et al.A study of optimal bands selection and evaluation methods on performance of multi-source remote sensing image fusion[J].Science of Surveying and Mapping,2007,32(3):72-74,87.)
- [8]王鹤融,余明,曹雨晴.基于RS/GIS的闽西土地利用变化分析[J].福建师范大学学报(自然科学版),2016,32(2):84-91.(WANG Herong,YU Ming,CAOYuqing.The analysis of land use change of Minxi based on RS/GIS[J].Journal of Fujian Normal University(Natural Science Edition),2016,32(2):84-91.)
- [9]李秀梅,袁承志,李月洋.渤海湾海岸带遥感监测及时空变化[J].国土资源遥感,2013,25(2):156-163.(LIXiumei,YUAN Chengzhi,LI Yueyang.Remote sensing monitoring and spatial-temporal variation of Bohai Bay coastal zone[J].Remote Sensing for Land and Resources,2013,25(2):156-163.)
- [10]高泽.黄河三角洲土地利用/覆盖信息遥感提取及最佳时相研究[D].泰安:山东农业大学,2013.(GAO Ze.Optimum temporal and remote sensing extraction of land use/cover information in the Yellow River Delta[D].Taian:Shandong Agricultural University,2013.)
- [11]田英杰.基于遥感方法的克拉玛依乌尔禾区土地利用变化动态监测研究[D].乌鲁木齐:新疆农业大学,2012.(TIAN Yingjie.Research on land use dynamic change based on RS technique in Karamay Urho district[D].rümqi:Xinjiang Agricultural University,2012.)
- [12]王莉,陈龙乾,袁林山,等.基于多时像TM/ETM+影像的兖州市土地利用/覆盖变化[J].测绘科学,2009,34(3):171-174,240.(WANG Li,CHEN Longqian,YUAN Linshan.Method of the evaluating grades in civil engineering survey experience based on fuzzy integrative evaluation[J].Science of Surveying and Mapping,2009,34(3):171-174,240.)
- [13]杜挺.Landsat 8OLI遥感影像融合算法比较及其土地利用分类适应性分析[D].西安:西北大学,2015.(DUTing.The comparison among fusion algorithms of Landsat 8OLI remote-sensing imagery and the analysis on adaptability of the classification of land use[D].Xi’an:Northwest University,2015.)
- [14]周旭,安裕伦,张斌,等.CBERS-CCD数据土地利用/覆盖信息提取最佳波段选择:以贵州喀斯特山区为例[J].遥感技术与应用,2009,24(6):743-748.(ZHOUXu,AN Yulun,ZHANG Bin,et al.Optimal band selection on CBERS-CCD data in land use and land cover information extraction:a case of Guizhou Karst Mountainous area[J].Remote Sensing Technology and Application,2009,24(6):743-748.)
- [15]徐涵秋.新型Landsat 8卫星影像的反射率和地表温度反演[J].地球物理学报,2015,58(3):741-747.(XUHanqiu.Retrival of the reflectance and land surface temperature of the newly-launched Landsat 8satellite[J].Chinese Journal of Geophysics,2015,58(3):741-747.)
- [16]刘吉凯,钟仕全,梁文海.基于多时相Landsat 8OLI影像的作物种植结构提取[J].遥感技术与应用,2015,30(4):775-783.(LIU Jikai,ZHONG Shiquan,LIANGWenhai.Extraction on crops planting structure based on multi-temporal Landsat 8 OLI images[J].Remote Sensing Technology and Application,2015,30(4):775-783.)
- [17]刘德儿,于海霞,兰小机,等.基于最优波段组合的TM影像土地覆盖信息分类[J].金属矿山,2013(10):80-83.(LIU Deer,YU Haixia,LAN Xiaoji,et al.Land cover information classification based on the optimal band combination of TM image[J].Metal Mine,2013(10):80-83.)
- [18]曹敏,史照良,沈泉飞.ALOS影像在土地覆被分类中最佳波段选取的研究[J].测绘通报,2008(9):16-18.(CAO Min,SHI Zhaoliang,SHEN Quanfei.On selection of ALOS image optimum ban and combination land cover classification[J].Bulletin of Surveying and Mapping,2008(9):16-18.)
- [19]CHAVEZ P S.Digital processing techniques for image mapping with Landsat TM and SPOT simulator data[C]∥Proceedings of the Eighteenth International Symposium on Remote Sensing of Environment.Ann Arbor,MI,USA:Environmental Research Inst of Michigan,1984:101-116.
- [20]邸向红,侯西勇,吴莉.中国海岸带土地利用遥感分类系统研究[J].资源科学,2014,36(3):463-472.(DIXianghong,HOU Xiyong,WU Li.Land use classification system for China’s coastal zone based on remote sensing[J].Resources Science,2014,36(3):463-472.)