Please wait a minute...
img

官方微信

遥感技术与应用  2012, Vol. 27 Issue (6): 919-926    DOI: 10.11873/j.issn.1004-0323.2012.6.919
模型与反演     
基于SEBS模型的藏北那曲蒸散量研究
拉巴,除多,德吉央宗
(西藏高原大气环境科学研究所,西藏 拉萨 850001)
Study on Evapotranspiration in Northern Tibet based on SEBS Model
La Ba,Chu Duo,Deji Yangzong
(Tibet Institute of Plateau Atmospheric and Environmental Science,Lasa 850001,China)
 全文: PDF(2261 KB)  
摘要:

SEBS模型为研究高原非均匀地表区域蒸散量估算提供了一种新的方法,为高原气象台站稀少地区蒸散量变化研究提供一定的参考依据。应用SEBS模型,利用MODIS遥感数据反演所需的地表物理参数(如反照率、比辐射率、地表温度和植被覆盖度等),再结合气象站地面观测数据,包括温度、相对湿度、风速、气压等,对藏北那曲地表能量通量和蒸散量进行估算;最后分析了蒸散量与气象因子、NDVI之间的关系。结果表明:2010年藏北那曲蒸散量呈春夏季高,秋冬季低的变化趋势,蒸散量较大区域为研究区南部、东北部和区域内的水体;中部和西北部地区蒸散量较小。气温和地表温度对蒸散量的影响较明显,随着气温和地表温度的升高蒸散量不断增大,NDVI对蒸散量也有一定的影响。所以,SEBS模型在估算高原地区蒸散量方面具有一定的精度,可以满足区域日蒸散发估算的需要。

关键词: SEBS蒸散量MODIS那曲县    
Abstract:

The SEBS model provides a new method for studying the plateau non-uniform surface regional evapotranspiration estimation and some vapotranspiration reference for the sparse areas of high altitude meteorological stations.The evapotranspiration of Naqu county was estimated by using MODIS data and meteorological observations based on SEBS model in 2010,and analyzed the evapotranspiration with relationship between the meteorological factors ,and the NDVI.The results show that the evapotranspiration of Naqu county in spring and summer is high,autumn and winter is low,the south and the northeast water in the study area are large evapotranspiration,in central and the northwest evapotraspiration is smaller.The temperature and the surface temperature effect is obvious to evapotranspiration,the increasing of air temperature and surface temperature lead to evapotranspiration increase;and the NDVI has different season variations,NDVI and evapotranspiration change were the largest in summer,they are minimum in winter.The SEBS model is of adequate accuracy in estimating the evapotranspiration of Tibetan Plateau and can be applied to estimating the daily evapotranspiration on a regional scale.

Key words: SEBS    Evapotranspiration    MODIS    Naqu county
收稿日期: 2011-11-29 出版日期: 2013-06-25
:  TP 79  
基金资助:

国家自然科学基金(地区科学基金)项目(41165003),西藏自治区重点科技计划项目(201015) 。

作者简介: 拉巴(1983-),男,西藏拉萨人,大气探测工程师,主要从事遥感应用研究。Email:xilaba@sohu.com。
服务  
把本文推荐给朋友
加入引用管理器
E-mail Alert
RSS
作者相关文章  
拉巴
除多
德吉央宗

引用本文:

拉巴,除多,德吉央宗. 基于SEBS模型的藏北那曲蒸散量研究[J]. 遥感技术与应用, 2012, 27(6): 919-926.

La Ba,Chu Duo,Deji Yangzong. Study on Evapotranspiration in Northern Tibet based on SEBS Model. Remote Sensing Technology and Application, 2012, 27(6): 919-926.

链接本文:

http://www.rsta.ac.cn/CN/10.11873/j.issn.1004-0323.2012.6.919        http://www.rsta.ac.cn/CN/Y2012/V27/I6/919

[1]He Yanbo,Wang Shili.Estimation of Surface Energy Flux Using Surface Energy Balance System(SEBS) in the Yellow Huaihe River Regions,China[J].Plateau Meteorology,2006,25(6):1092-1100.[何延波,王石立.SEBS模型在黄淮海地区地表能量通量估算中的应用[J].高原气象,2006,25(6):1092-1100.]

[2]Yang Yongmin,Feng Zhaodong,Zhou Jian.Evapotranspiration in Heihe River Basin based on SEBS Model[J].Journal of Lanzhou University(Natural Sciences),2008,44(5):1-6.[杨永民,冯兆东,周剑.基于SEBS模型的黑河流域蒸散发[J].兰州大学学报(自然科学版),2008,44(5):1-6.]

[3]Ma Yaoming,Wang Jiemin.A Survey in Study of Area Evaporation(Evapotranspiration) over the Heterogeneous Landscape[J].Plateau Meteorology,1997,16(4):447-452.[马耀明,王介民.非均匀陆面上区域蒸发(散) 研究概况[J].高原气象,1997,16(4):447-452.]

[4]Guo Xiaoyin,Cheng Guodong.Advances in the Application of Remote Sensing to Evapotranspiration Research[J].Advance in Earth Sciences,2004,19(1):107-114.[郭晓寅,程国栋.遥感技术应用于地表蒸散发的研究进展[J].地球科学进展,2004,19(1):107-114.]

[5]Su Z.The Surface Energy Balance System(SEBS) for Estimation of Turbulent Heat Fluexes[J].Hydrology and Eorth System Sciences,2002,6(1):85-99.

[6]Brutsaert W .Evaporation into the Atmosphere:Theory,History and Applications[M].Dordrecht:D Reidel Publ.Co.,1982.

[7]Bowen Is.The Ratio of Heat Losses by Conduction and Evaporation from any Watersurface[J].Physical Review,1926,27:779-798.

[8]Thornthwait C W,Holzman A.Report of the Commutation on Transpiration and Evaporation[J].Transactions of the American Geophysical Union,1944,25:683-693.

[9]Monteith J L.Environmental Control of Plant Growth[M].New York:Evaus L T,eds.Aeademic Press,1963:95-112.

[10]Brown K W,Rosenberg H T.A Resistance Model to Predict Evapotranspiration and Its Application to Sugar Beetfield[J].Agronomy Journal,1985,65:341-347.[11]Sequin B,Itier B.Using Modiday Surface Temperature to Estimate Daily Evaporation from Satellite Thermal I.R.Data[J].International Journal of Remote Sensing,1983,4:371-384.

[12]Su Z.A Surface Energy Balance System(SEBS) Forestimation of Turbulent Heat Fluxes from Point to Continental Scale[M].Su Z,Jacobs J,eds.Advanced Earth Observation Land Surface Climate.Beijing:Publications of the National Remote Sensing Board(BCRS) ,USP-2,01-02,2001:91-108.

[13]Pei Chaozhong,Qian Kaizhu,Lv Jingjing,et al.The Variation of Evapotranspiration and the Impacts on It in the Source Region of the Yangtze River[J].Geoscience,2010,24(2):363-368.[裴超重,钱开铸,吕京京,等.长江源区蒸散量变化规律及影响因素[J].现代地质,2010,24(2):363-368.]

[14]Wu Yuanlong.Research on Retrieving and Spatial-temporal Changes of Evaporation Estimation in the Yellow River Delta based on Refined SEBS Model[D].Beijing:China University of Petroleum,2010.[吴远龙.基于改进的SEBS模型黄河三角洲蒸散发遥感反演及其时空变化研究[D].北京:中国石油大学,2010.]

[15]Gao Y C,Di L.Intercomparison of Remote Sensing-based Mobels for Estimation of Evapotranspiration and Accuracy Assessment based on SWAT[J].Hydrological processes,2008,(22):4850-4869.

[16]Ma Weiqiang,Ma Yaoming,Zhong Lei,et al.Land Surface Variables Estimated from ASTER Remote Sensing Data in'Three Rivers Area of Tibetan Plateau[J].Plateau Meteorology,2010,29(5):1351-1355.[马伟强,马耀明,仲雷,等.利用ASTER数据估算西藏一江两河地区地表特征参数[J].高原气象,2010,29(5):1351-1355.]

[17]Ma Yaoming,Wang Yongjie,Ma Weiqiang,et al.Determinating the Regional Distributions of Surface Heat Fluxes over Heterogeneous Landscape of Mt.Qomolangma Area Using the Satellite Remote Sensing and Field Observations[J].Plateau Meterological,2007,26(6):1231-1236.[马耀明,王永杰,马伟强,等.珠峰复杂地表区域能量通量的卫星遥感[J].高原气象,2007,26(6):1231-1236.]

[18]Chen Tao,Bian Duo,Wang Caiyun.The Variation of NDVI over Naqu County and Relationship with Livestock Population and Meterological Factors[J].Plateau and Mountain Meteorology Research,2010,30(3):62-65.[陈涛,边多,王彩云.西藏那曲县NDVI变化及气象因子、畜牧量相关分析[J].高原山地气象研究,2010,30(3):62-65.][19]Rahman H,Dedieu G.1994,SMAC:A Simplified Method for the Atmospheric Correction of Satellite Measurements in the Solar Spectrum[J].International Journal of Remote Sensing,1994,15(1):123-143. [20]Blad B L,Rosenberg N J.Evaluation of Resistance and Mass Transport Evapotranspiration Models Requiring Canopy Temperature Data[J].Agronomy Journal,1976,68:764-769.

[21]Hatfield J L,Reginato R J,Idso S B.Evaluation of Canopy Temperature Evapotranspiration Models over Various Crops[J].Agricultural Meteorlolgy,1984,32:41-53.

[22]Choudhury B J,Reginato R J,Idso S B.An Analysis of Infrared Temperature Observations over Wheat and Calculation of the Latent Heat Flux[J].Agricultural Meteorlolgy,1986,37:75-88.

[23]Ma Yaoming,Dai Youxue,Ma Weiqiang,et al.Satellite Remote Sensing Parameterization of Regional Land Surface Heat Fluxes over Heterogeneous Surface of Arid and Semi-arid Areas[J].Plateau Meteorology,2004,23(2):139-146.[马耀明,戴有学,马伟强,等.干旱半干旱区非均匀地表区域能量通量的卫星遥感参数化[J].高原气象,2004,23(2):139-146.]

[24]Ma Yaoming,Wang Jiemin,Massimo Menenti,et al.Estimation of Flux Densities over the Heterogeneous Land Surface with the Aid of Satellite Remote Sensing and Field Observation[J].Acta Meteorologica Sinica,1999,57(2):180-189.[马耀明,王介民,Massimo Menenti,等.卫星遥感结合地面观测估算非均匀地表区域能量通量[J].气象学报,1999,57(2):180-189.]

[25]Monteith J L.Principles of Environmental Physics[M].London:Edward Arnold Press ,1973:241

[26]Kustas W P,Daughtry C S T.Estimation of the Soil Heat Fluxnet Radiation Ratio from Spectral Data[J].Agricultural Forest Meteorlolgy,1989,49:205-223.[27]Brutsaert W.Evaporation into the Atmosphere[M].Dordrecht:D.Reidel Publishing Company,1982:299.

[28]Menenti M,Choudhury B J.Paramet Erization of Land Surface Evapotranspiration Using Location Dependent Potential Evapotranspiration and Surface Temperature Range[M].Bolle H J.et al.eds.Exchange Processes at the Land Surface for a Range of Space and Time Scales.Oxford:IAHS Publication,1993,212:561-568.

[29]Zhan Chesheng,Li Ling,Wang Huixiao,et al.Estimation and Time-space Analysis of the Regional Evapotranspiration Using Quantitive Remote Sensing in Taiwan Area[J].Remote Sensing Technology and Application,2011,26(4):405-412.[占车生,李玲,王会肖,等.台湾地区蒸散发的遥感估算与时空分析[J].遥感技术与应用,2011,26(4):405-412.]

[30]Su Z,Jacobs J.Advanced Earth Observation Land Surface Climate[M].Netherlands:Publications of National Remote Sensing Board,2001:91-108.

[31]Zhao Yingshi.The Principle and Method of Analysis of Remote Sensing Application[M].Beijing:Science Press,2003.[赵英时.遥感应用分析原理与方法[M].北京:科学出版社,2003.]

[32]He Huigen,Hu Zeyong,Xun Xueyi,et al.Analysis on Potential Evaptranspiration and Dry-wet Conditions in Seasonal Frozen Soil Region of Northern Tibetan Plateau[J].Plateau Meteorology,2010,29(1):10-16.[何慧根,胡泽勇,荀学义,等.藏北高原季节性冻土区潜在蒸散和干湿状况分析[J].高原气象,2010,29(1):10-16.]

[33]Yang Yonghong,Zhang Zhanyu,Ruan Xinjian.Temporal and Spatial Variation Law of Reference Crop Evapotranspiration in Tibet[J].Advances in Water Science,2009,20(6):775-781.[杨永红,张展羽,阮新建.西藏参考作物蒸发蒸腾量的时空变异规律[J].水科学进展,2009,20(6):775-781.]

[34]Mao Fei,Lu Zhiguang,Zhang Jiahua,et al.Analysis on Climate Characteristics in Naqu in Recent 40 Years[J].Plateau Meteorology,2007,26(4):708-715.[毛飞,卢志光,张佳华,等.近40年那曲地区气候特征分析[J].高原气象,2007,26(4):708-715.]

[1] 金点点,宫兆宁. 基于Landsat 系列数据地表温度反演算法对比分析—以齐齐哈尔市辖区为例[J]. 遥感技术与应用, 2018, 33(5): 830-841.
[2] 冯姣姣,王维真,李净,刘雯雯. 基于BP神经网络的华东地区太阳辐射模拟及时空变化分析[J]. 遥感技术与应用, 2018, 33(5): 881-889.
[3] 汪航,师茁. 基于MODIS时间序列数据的春尺蠖虫害遥感监测方法研究—以新疆巴楚胡杨为例[J]. 遥感技术与应用, 2018, 33(4): 686-695.
[4] 拉巴卓玛,次珍. 2002~2015年西藏雅鲁藏布江流域积雪变化及影响因子分析研究[J]. 遥感技术与应用, 2018, 33(3): 508-519.
[5] 张帅,师春香,梁晓,贾炳浩,吴捷. 风云三号积雪覆盖产品评估[J]. 遥感技术与应用, 2018, 33(1): 35-46.
[6] 孙晓,吴孟泉,何福红,张安定,赵德恒,李勃 . 2015年黄海海域浒苔时空分布及台风“灿鸿”影响研究[J]. 遥感技术与应用, 2017, 32(5): 921-930.
[7] 黎微微,胡斯勒图,陈洪滨,尚华哲. 利用MODIS资料计算不同云天条件下的地表太阳辐射[J]. 遥感技术与应用, 2017, 32(4): 643-650.
[8] 姜涛,朱文泉,詹培,唐珂,崔雪锋,张天一. 一种抗时序数据噪声的冬小麦识别方法研究[J]. 遥感技术与应用, 2017, 32(4): 698-708.
[9] 许青云,顾伟伟,谢涛,刘锐. 秸秆焚烧火点遥感监测算法实现[J]. 遥感技术与应用, 2017, 32(4): 728-733.
[10] 王丽娟,郭铌,王玮,芦亚玲,沙莎. 基于TESEBS模型估算高原地区地表蒸散发[J]. 遥感技术与应用, 2017, 32(3): 507-513.
[11] 唐志光,王建,王欣,彭焕华,梁继. 近15年天山地区积雪时空变化遥感研究[J]. 遥感技术与应用, 2017, 32(3): 556-563.
[12] 葛美香,赵军,仲波,杨爱霞. FY-3/VIRR及MERSI与EOS/MODIS植被指数比较与差异原因分析[J]. 遥感技术与应用, 2017, 32(2): 262-273.
[13] 杨志刚,达娃,除多. 近15 a青藏高原积雪覆盖时空变化分析[J]. 遥感技术与应用, 2017, 32(1): 27-36.
[14] 于小淇,邱玉宝,阮永俭,石利娟,拉巴卓玛. 高亚洲地区无云积雪遥感二值产品对比和精度验证分析[J]. 遥感技术与应用, 2017, 32(1): 37-48.
[15] 邵东航,李弘毅,王建,郝晓华,王润科,马媛. 基于多源遥感数据的积雪反照率反演研究[J]. 遥感技术与应用, 2017, 32(1): 71-77.