利用Landsat8数据估算干旱区晴天太阳瞬时和日间净辐射

Abstract

Abstract: Surface net radiation is the result of the radiation balance of shortwave radiation flux and longwave radiation flux on the Earth's surface.It is a very important aspect in the research of surface evapotranspiration and hydrothermal equilibrium.In this paper,the net radiation was estimated by using the method proposed by Bisht et al.with the Landsat8 remote sensing image of August 31,2014.First,the shortwave radiation and longwave radiation are estimated by calculating the instantaneous atmospheric transmission rate,instantaneous shortwave solar radiation and downstream longwave radiation.The instantaneous net radiation and daily net radiation were then obtained by calculating the surface albedo.Finally,the verification on the calculated values was conducted using the ground measurement data.With an average error of 14.5 W·m^-2,the estimated results were very similar to the measured ones,which indicated that the Landsat8 data and some meteorological parameters can be used to simulate the distribution of the instantaneous solar radiation and daytime net radiation on clear-sky days in this area.The method in this study avoided the computation complexity when using other remote sensing data to estimate the surface radiation parameters and it improved the estimation accuracy.

Key words: net radiation, sunny day, instantaneous, daytime net radiation, Landsat

CLC Number:

TP79

GUO Peng, WU Fa-dong. Estimating instantaneous solar radiation and daytime net radiation with Landsat8 data on clear-sky days in arid areas[J].干旱区地理, 2018, 41(1): 32-37.

References

[1] 刘新安,于贵瑞,何洪林,等.中国地表净辐射推算方法的研究[J].自然资源学报,2006,21(1):139-145.[LIU Xin'an,YU Guirui,HE Honglin,et al.Research on the calculating of surface net radiation in China[J].Journal of Natural Resources,2006,21(1):139-145.]
[2] 黄妙芬,邢旭峰,朱启疆,等.定量遥感地表净辐射通量所需大气下行长波辐射估算模型改进[J].地理研究,2005,24(5):757-766.[HUANG Miaofen,XING Xufeng,ZHU Qijiang,et al.Improvement of models for the estimation of downward atmospheric long-wave radiation for retrieving net radiation fluxes based on remote sensing[J].Geographical Research,2005,24(5):757-766.]
[3] 余珊珊,辛晓洲,柳钦火.大气下行长波辐射参数化模型的比较[J].地球科学进展,2011,26(7):751-762.[YU Shanshan,XIN Xiaozhou,LIU Qinhuo.Comparison of amospheric dwnward longwave radiation prameterizations[J].Advances in Earth Science,2011,26(7):751-762.]
[4] 刘羽,张显峰,JONATHAN Li,等.基于多传感器数据的新疆太阳辐射估算及其时空分布特征分析[J].干旱区资源与环境,2015,29(3):161-165.[LIU Yu,ZHANG Xianfeng,JONATHAN Li,et al.Estimation and seasonal variation of solar radiation in Xinjiang based on a multi-sensor data approach[J].Journal of Arid Land Resources and Environment,2015,29(3):161-165.]
[5] BISHT Gautam,VENTURINI Virginia,ISLAM Shafiqul,et al.Estimation of the net radiation using MODIS (Moderate Resolution Imaging Spectroradiometer) data for clear sky days[J].Remote Sensing of Environment,2005,97(1):52-67.
[6] BISHT Gautam,BRAS Rafael L.Estimation of net radiation from the MODIS data under all sky conditions:southern great plains case study[J].Remote Sensing of Environment,2010,114(7):1522-1534.
[7] TANG Bohui,LI Zhaoliang.Estimation of instantaneous net surface longwave radiation from MODIS cloud-free data[J].Remote Sensing of Environment,2008,112(9):3482-3492.
[8] LONG Di,GAO Yanchun,SINGH Vijay P.Estimation of daily average net radiation from MODIS data and DEM over the Baiyangdian watershed in north China for clear sky days[J].Journal of Hydrology,2010,388(3-4):217-233.
[9] WANG Dongdong,LIANG Shunlin,HE Tao,et al.Surface shortwave net radiation estimation from FengYun-3 MERSI data[J].Remote Sensing,2015,7(5):6224-6239.
[10] 孙治安,刘晶淼,曾宪宁,等.晴天地表总辐射和净辐射瞬时值计算方法[J].气象与环境学报,2014,30(2):1-13.[SUN Zhi'an,LIU Jingmiao,ZENG Xianning,et al.Estimation of global and net solar radiation at the earth surface under clear-sky condition[J].Journal of Meteorology and Environment,2014,30(2):1-13.]
[11] 吴晓.从FY-4静止气象卫星估算晴空地表下行长波辐射通量的反演模式[J].气候与环境研究,2014,19(3):362-370.[WU Xiao.Retrieval model for estimating clear-sky downward longwave radiation at the surface from the FY-4 geostationary satellite[J].Climatic and Environmental Research,2014,19(3):362-370.]
[12] 余珊珊,辛晓洲,柳钦火.利用HJ-1B热红外数据估算晴天大气下行长波辐射[J].中国科学:地球科学,2013,43(2):256-270.[YU Shanshan,XIN Xiaozhou,LIU Qinhuo.Estimation of clear-sky longwave downward radiation from HJ-1B thermal data[J].Science China:Earth Sciences,2013,43(2):256-270.]
[13] 叶晶,刘辉志,李万彪,等.利用MODIS数据直接估算晴空区干旱与半干旱地表净辐射通量[J].北京大学学报(自然科学版),2010,46(6):942-950.[YE Jing,LIU Huizhi,LI Wanbiao,et al.Estimation of the net radiation over arid and semiarid areas only using MODIS data for clear sky days[J].Acta Scientiarum Naturalium Universitatis Pekinensis,2010,46(6):942-950.]
[14] 黄妙芬,邢旭峰,刘素红,等.运用热惯量估算大气下行长波辐射的遥感方法——以Landsat/TM为例[J].资源科学,2006,28(3):37-43.[HUANG Miaofen,XING Xufeng,LIU Suhong,et al.Estimation of downward atmospheric long-wave radiation using thermal inertia based on remote sensing[J].Resources Science,2006,28(3):37-43.]
[15] 杜育璋,姜小光,张雨泽,等.基于Landsat-8遥感数据和PROSAIL辐射传输模型反演叶面积指数[J].干旱区地理,2016,39(5):1096-1103.[DU Yuzhang,JIANG Xiaoguang,ZHANG Yuze,et al.Retrieving leaf area index using PROSAIL radiative transfer model based on Landsat 8 image[J].Arid Land Geography,2016,39(5):1096-1103.]
[16] 郭鹏,徐丽萍,常存.近20a来玛纳斯河流域南山冰雪动态变化特征分析[J].地球信息科学学报,2014,16(5):762-768.[GUO Peng,XU Liping,CHANG Cun.The study of glacier dynamic change in south mountain of Manas River Watershed in the past 20 years[J].Journal of Geo-information Science,2014,16(5):762-768.]
[17] CARMONA Facundo,RIVAS Raúl,CASELLES Vicente.Development of a general model to estimate the instantaneous,daily,and daytime net radiation with satellite data on clear-sky days[J].Remote Sensing of Environment,2015,171:1-13.
[18] DA SILVA Bernardo Barbosa,MONTENEGRO Susana Maria Gico Lima,DA SILVA Vicente De Paulo Rodrigues,et al.Determination of instantaneous and daily net radiation from TM-Landsat 5 data in a subtropical watershed[J].Journal of Atmospheric and Solar-Terrestrial Physics,2015,135:42-49.
[19] 李净,王卫东,张福存.利用LM-BP神经网络估算西北地区太阳辐射[J].干旱区地理,2015,38(3):438-445.[LI Jing,WANG Weidong,ZHANG Fucun.Simulation of solar radiation in northwest China based on LM-BP neural network[J].Arid Land Geography,2015,38(3):438-445.]
[20] HWANG Kyotaek,CHOI Minha,LEE Seung Oh,et al.Estimation of instantaneous and daily net radiation from MODIS data under clear sky conditions:a case study in East Asia[J].Irrigation Science,2013,31(5):1173-1184.
[21] WANG Dongdong,LIANG Shunlin,HE Tao,et al.Estimating clear-sky all-wave net radiation from combined visible and shortwave infrared (VSWIR) and thermal infrared (TIR) remote sensing data[J].Remote Sensing of Environment,2015,167:31-39.

Estimating instantaneous solar radiation and daytime net radiation with Landsat8 data on clear-sky days in arid areas

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