A dual-pass data assimilation scheme for estimating surface fluxes with FY3A-VIRR land surface temperature
作者： TongRen Xu , ShaoMin Liu , ZiWei Xu , ShunLin Liang , Lu Xu
DOI: 10.1007/S11430-014-4964-7
关键词:
摘要: In this work, a dual-pass data assimilation scheme is developed to improve predictions of surface flux. Pass 1 the optimizes model vegetation parameters at weekly temporal scale, and 2 soil moisture daily scale. Based on ensemble Kalman filter (EnKF), land temperature (LST) derived from new generation Chinese meteorology satellite (FY3A-VIRR) are assimilated into common (CoLM) for first time. Six sites, Daman, Guantao, Arou, BJ, Miyun Jiyuan, selected experiments include different climatological conditions. The results compared with those dataset generated by multi-scale flux observation system that includes an automatic weather station (AWS), eddy covariance (EC) large aperture scintillometer (LAS). indicate able reduce uncertainties FY3A-VIRR LST data.
harvard.edu
springer.com
sci-hub.se 参考文章(43)
Katsunori Tamagawa, Hirohiko Ishikawa, Takahiro Watanabe, Hideyuki Fujii, Yaoming Ma, Toshio Koike, Kun Yang, Xin v, Auto-calibration System Developed to Assimilate AMSR-E Data into a Land Surface Model for Estimating Soil Moisture and the Surface Energy Budget( Coordinated Enhanced Observing Period(CEOP)) Journal of the Meteorological Society of Japan. ,vol. 85, pp. 229- 242 ,(2007)
Shunlin Liang, Jun Qin, Data Assimilation Methods for Land Surface Variable Estimation Springer, Dordrecht. pp. 313- 339 ,(2008) , 10.1007/978-1-4020-6450-0_12
Shunlin Liang, Advances in Land Remote Sensing : System, Modeling, Inversion and Application ,(2019)
Shunlin Liang, Quantitative Remote Sensing of Land Surfaces ,(2003)
Steven A Margulis, Dennis McLaughlin, Dara Entekhabi, Susan Dunne, None, Land data assimilation and estimation of soil moisture using measurements from the Southern Great Plains 1997 Field Experiment Water Resources Research. ,vol. 38, pp. 35-1- 35-18 ,(2002) , 10.1029/2001WR001114
A. Henderson-Sellers, J. Kennedy, E. Dickinson, Biosphere-atmosphere transfer scheme(BATS) version 1e as coupled to the NCAR community climate model National Center for Atmospheric Research, Climate and Global Dynamics Division. ,(1993) , 10.5065/D67W6959
Xin Li, Guodong Cheng, Shaomin Liu, Qing Xiao, Mingguo Ma, Rui Jin, Tao Che, Qinhuo Liu, Weizhen Wang, Yuan Qi, Jianguang Wen, Hongyi Li, Gaofeng Zhu, Jianwen Guo, Youhua Ran, Shuoguo Wang, Zhongli Zhu, Jian Zhou, Xiaoli Hu, Ziwei Xu, Heihe Watershed Allied Telemetry Experimental Research (HiWATER): Scientific Objectives and Experimental Design Bulletin of the American Meteorological Society. ,vol. 94, pp. 1145- 1160 ,(2013) , 10.1175/BAMS-D-12-00154.1
W.G.M. Bastiaanssen, M. Menenti, R.A. Feddes, A.A.M. Holtslag, A remote sensing surface energy balance algorithm for land (SEBAL)-1. Formulation Journal of Hydrology. ,vol. 212, pp. 198- 212 ,(1998) , 10.1016/S0022-1694(98)00253-4
Wenhui Wang, Shunlin Liang, Tilden Meyers, Validating MODIS land surface temperature products using long-term nighttime ground measurements Remote Sensing of Environment. ,vol. 112, pp. 623- 635 ,(2008) , 10.1016/J.RSE.2007.05.024
SM Liu, ZW Xu, ZL Zhu, ZZ Jia, MJ Zhu, None, Measurements of evapotranspiration from eddy-covariance systems and large aperture scintillometers in the Hai River Basin, China Journal of Hydrology. ,vol. 487, pp. 24- 38 ,(2013) , 10.1016/J.JHYDROL.2013.02.025