Satellite-Based Estimation of Instantaneous Radiative Fluxes Over Continental USA – a Case Study
作者： V. K. Dutta , D. , Mahalakshmi , D. V. , Singh
DOI: 10.1007/S12524-015-0449-1
关键词:
摘要: Instantaneous radiative flux components across different climatic regions of USA were computed using Moderate Resolution Imaging Spectroradiometer (MODIS) land, atmosphere and geo-location products for clear sky pixels, colocated in time space with towers. Satellite derived fluxes validated in-situ SURFRAD tower data the respective sites. Significant positive correlation was observed between simulated especially incoming shortwave (r = 0.94), longwave 0.91) outgoing 0.89) radiation. The root mean square errors (RMSE) 50.7, 10.41, 18.54 33.50 Wm−2 shortwave, respectively their corresponding relative RMSE 0.11, 0.10, 0.06 0.08. D-index modeling efficiency (ME) varied from 0.87 to 0.96 0.61 0.85 respectively, indicated good performance present method. coefficient residual mass (CRM) all yielded values close zero except Based on statistical analysis accumulative score highest rank obtained followed by fluxe. From it can be concluded that model predicted satisfactorily flux.
springer.com
sci-hub.se 参考文章(33)
Sami Niemelä, Petri Räisänen, Hannu Savijärvi, Comparison of surface radiative flux parameterizations: Part II. Shortwave radiation Atmospheric Research. ,vol. 58, pp. 141- 154 ,(2001) , 10.1016/S0169-8095(01)00084-9
Roddy Rhodes Rogers, A short course in cloud physics ,(1976)
A. Bandyopadhyay, A. Bhadra, N.S. Raghuwanshi, R. Singh, Estimation of monthly solar radiation from measured air temperature extremes Agricultural and Forest Meteorology. ,vol. 148, pp. 1707- 1718 ,(2008) , 10.1016/J.AGRFORMET.2008.06.002
Zhengming Wan, Yulin Zhang, Qincheng Zhang, Zhao-liang Li, Validation of the land-surface temperature products retrieved from Terra Moderate Resolution Imaging Spectroradiometer data Remote Sensing of Environment. ,vol. 83, pp. 163- 180 ,(2002) , 10.1016/S0034-4257(02)00093-7
Jiangtao Hou, Gensuo Jia, Tianbao Zhao, Hesong Wang, Bohui Tang, Satellite-Based Estimation of Daily Average Net Radiation under Clear-Sky Conditions Advances in Atmospheric Sciences. ,vol. 31, pp. 705- 720 ,(2014) , 10.1007/S00376-013-3047-6
Kazuhiko Kobayashi, Moin Us Salam, Comparing Simulated and Measured Values Using Mean Squared Deviation and its Components Agronomy Journal. ,vol. 92, pp. 345- 352 ,(2000) , 10.2134/AGRONJ2000.922345X
Yaping Zhou, David P. Kratz, Anne C. Wilber, Shashi K. Gupta, Robert D. Cess, An improved algorithm for retrieving surface downwelling longwave radiation from satellite measurements Journal of Geophysical Research. ,vol. 112, ,(2007) , 10.1029/2006JD008159
Rasmus Moeller Houborg, Henrik Soegaard, Regional simulation of ecosystem CO2 and water vapor exchange for agricultural land using NOAA AVHRR and Terra MODIS satellite data - application to Zealand, Denmark Remote Sensing of Environment. ,vol. 93, pp. 150- 167 ,(2004) , 10.1016/J.RSE.2004.07.001
Bohui Tang, Zhao-Liang Li, Renhua Zhang, A direct method for estimating net surface shortwave radiation from MODIS data Remote Sensing of Environment. ,vol. 103, pp. 115- 126 ,(2006) , 10.1016/J.RSE.2006.04.008
Fuqin Li, William P. Kustas, Martha C. Anderson, John H. Prueger, Russell L. Scott, Effect of remote sensing spatial resolution on interpreting tower-based flux observations Remote Sensing of Environment. ,vol. 112, pp. 337- 349 ,(2008) , 10.1016/J.RSE.2006.11.032