高分一号与Landsat8影像反演的参考蒸散发研究Inversion study on reference evapotranspiration based on GF-1 and Landsat8 images
郝珈纬,张安兵,王贺封,刘新侠
摘要(Abstract):
针对高分一号影像在参考蒸散发遥感反演中应用较少的问题,该文基于国产16m分辨率的高分一号多光谱影像及Landsat8影像及对应时间气象数据,采用国际上应用较广的FAO-PM模型、Priestley-Taylor模型两种方法,对2014年5月6日邯郸市研究区域内的参考蒸散发量(ET_0)进行了反演,并与只采用Landsat8影像与气象数据反演的结果进行了对比分析。结果表明,高分影像结合Landsat8影像反演的参考蒸散发结果与仅利用Landsat8影像反演的结果具有高度的线性相关性,该方法将在小区域范围内的蒸散反演具有更高的空间分辨率。实验结果证实了高分一号影像与Landsat8联合进行蒸散发反演的可行性。
关键词(KeyWords): 参考蒸散发;高分一号;Landsat8影像;FAO-PM模型
基金项目(Foundation): 河北省自然基金项目(D2015402134);; 国家863计划课题子课题项目(2015AA123901)
作者(Author): 郝珈纬,张安兵,王贺封,刘新侠
DOI: 10.16251/j.cnki.1009-2307.2018.11.017
参考文献(References):
- [1] DOORENBOS J,PRUITT W O.Guidelines for predicting crop water requirements[J].Irrigation&Drainage Paper,1977,24:193.
- [2] WU C,CHENG C,LO H,et al.Study on estimating the evapotranspiration cover coefficient for stream flow simulation through remote sensing techniques[J].InternationalJournal of Applied Earth Observation and Geoinformation,2010,12(4):225-232.
- [3] RASMUSSEN M O,SORENSEN M K,WU B,et al.Regional-scale estimation of evapotranspiration for the North China Plain using MODIS data and the triangleapproach[J].International Journal of Applied Earth Observation and Geoinformation,2014,31(1):143-153.
- [4] SENAY G B,FRIEDRICHS M K,SINGH R K,et al.Evaluating Landsat 8evapotranspiration for water use mapping in the Colorado River basin[J].Remote Sensing of Environment,2016,185:171-185.
- [5] CAMMALLERI C,CIRAOLO G.A simple method to directly retrieve reference evapotranspiration from geostationary satellite images[J].International Journal of Applied Earth Observation and Geoinformation,2013,21(4):149-158.
- [6]田成明,陈志,高小红.基于Landsat 5TM的祁连山区蒸散发遥感估算:以青海祁连县为例[J].青海师范大学学报(自然科学版),2014,30(2):49-56.(TIAN Chengming,CHENG Zhi,GAO Xiaohong.Study of evapotranspirationin Qilian Mountains based on Landsat5TM-a case of Qilian County Qinghai province[J].Journal of Qinghai Normal University(Natural Science),2014,30(2):49-56.)
- [7] VINUKOLLU R K,WOOD E F,FERGUSON C R,et al.Global estimates of evapotranspiration for climate studies using multi-sensor remote sensing data:evaluation of three process-based approaches[J].Remote Sensing of Environment,2011,115(3):801-823.
- [8] MU Q,HEINSCH F A,ZHAO M,et al.Development of a global evapotranspiration algorithm based on MODIS and global meteorology data[J].Remote Sensing of Environment,2007,111(4):519-536.
- [9]梁顺林,李小文,王锦地,等.定量遥感:理念与算法[M].北京:科学出版社,2013.(LIANG Shunlin,LI Xiaowen,WANG Jindi,et al.Quantitative remote sensing:concepts and algorithms[M].Beijing:Science Press,2013.)
- [10]李根.基于SEBAL和SEBS模型的鹰潭小流域蒸散发估算研究[D].南京:南京信息工程大学,2014.(LI Gen.Estimating evaportranspiration in Yingtan agricultural watershed using SEBAL and SEBS model[D].Nanjing:Nanjing University of Information Science&Technology,2014.)
- [11]BASTIAANSSEN W G M.SEBAL-based sensible and latent heat fluxes in the irrigated Gediz basin,Turkey[J].Journal of Hydrology,2000,229(1/2):87-100.
- [12]覃志豪,李文娟,徐斌,等.陆地卫星TM6波段范围内地表比辐射率的估计[J].国土资源遥感,2004(3):28-32,36-41,74.(QIN Zhihao,LI Wenjuan,XU Bin,et al.The estimation of land surface emissivity for Landsat TM6[J].Remote Sensing for Land&Resources,2004(3):28-32,36-41,74.)
- [13]USGS.Landsat 8(L8).Operation land imager(OLI)and thermal infrared sensor(TIRS)calibration notices[EB/OL].(2013-12-04)[2017-03-06].http:∥landsat.usgs.gov/calibration notices.php.
- [14]徐涵秋.新型Landsat8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.(XU Hanqiu.Retrieval of the reflectance and land surface temperature of the newly launched Landsat8satellite[J].Chinese Journal of Geophysics,2015,58(3):741-747.)
- [15]MONTEITH J L.Evaporation and environment.The state and movement of water in living organisms[C]∥Symposium of the Society of Experimental Biology.[S.l.]:[s.n.],1965:205-234.
- [16]PENMAN H L.Natural evaporation from open water,bare soil and grass[C]∥Proceedings of the Royal Societyof London A:Mathematical,Physical and Engineering Sciences.[S.l.]:The Royal Society,1948.
- [17]ALLEN R G,PEREIRA L S,RAES D,et al.Crop evapotranspiration:guidelines for computing crop waterrequirements.FAO irrigation and drainage paper 56[EB/OL].[2017-03-06].http:∥www.hidmet.gov.rs/podaci/agro/table%20of%20contens_files.pdf.
- [18]PRIESTLEY C H B,TAYLOR R H.On the assessment of surface heat flux and evaporation using large scale parameters[J].Monthly Weather Review,1972,100(2):81-92.
- [19]FISHER J B,TU K P,BALDOCCHI D D.Global estimates of the land-atmosphere water flux based on monthly AVHRR and ISLSCP-II data,validated at 16FLUXNET sites[J].Remote Sensing of Environment,2008,112(3):901-919.