浏览全部资源
扫码关注微信
Received：21 October 2019，
Accepted：16 April 2020，
Published：07 June 2020
移动端阅览
Surface energy budget components (such as net radiation flux
sensible heat flux
latent heat flux and soil heat flux) at multiple temporal scales have significant meaning for understanding the energy and water cycle over the Tibetan Plateau (TP). In the framework of ESA-MOST Dragon Programme 4
the Surface Energy Balance System (SEBS) was tested and used to derive surface heat fluxes at different temporal scales over the TP by a combination use of geostationary satellite (FY-2C) data
polar orbiting satellite (SPOT/VGT
Terra/MODIS) data and ITPCAS forcing data. The validation results show there is a good agreement between derived heat fluxes and in situ measurements from Third Pole Environment Observation and Research
Platform (TPEORP)
which means the feasibility to derive surface heat fluxes over heterogeneous landscapes by a combination use of geostationary and polar orbiting satellite data in SEBS. The RMSEs for net radiation flux
sensible heat flux
latent heat flux and soil heat flux are 76.63 Wm
-2
60.29 Wm
-2
64.65 Wm
-2
and 37.5 Wm
-2
respectively. The diurnal
seasonal and inter-annual variation characteristics were also clearly identified through analyses of derived turbulent fluxes.
Becker F and Li Z . 1990 . Towards a local split window method over land surfaces . Remote Sensing , 11 ( 3 ): 369 - 393 .
Brutsaert W . 1999 . Aspects of bulk atmospheric boundary layer similarity under free-convective conditions . Reviews of Geophysics , 37 ( 4 ): 439 - 451 .
Carlson T N and Ripley D A . 1997 . On the relation between NDVI, fractional vegetation cover, and leaf area index . Remote Sensing of Environment , 62 ( 3 ): 241 - 252 .
Hu Y , Zhong L , Ma Y , Zou M , Xu K , Huang Z , and Feng L . 2018 . Estimation of the land surface temperature over the Tibetan Plateau by using Chinese FY-2C geostationary satellite data . Sensors , 18 , 376 , DOI: 10.3390/s18020376 http://dx.doi.org/10.3390/s18020376 .
Jia L . 2004 . Modeling heat exchanges at land-atmosphere interface using multi-angular thermal infrared measurements . Wageningen : Wageningen University , 199pp .
Kustas W P and Norman J M . 1997 . A two-source approach for estimating turbulent fluxes using multiple angle thermal infrared observations . Water Resources Research , 33 : 1495 - 1508 .
Liang S . 2000 . Narrowband to broadband conversions of land surface albedo I Algorithms . Remote Sensing of Environment , 76 ( 2 ): 213 - 238 .
Liang S . 2004 . Quantitative Remote Sensing of Land Surfaces . Hoboken : John Wiley and Sons , 534pp .
Li Z L and Becker F . 1993 . Feasibility of land surface temperature and emissivity determination from AVHRR data . Remote Sensing of Environment , 43 ( 1 ): 67 - 85 .
Ma Y , Kang S , Zhu L , Xu B , Tian T and Yao T . 2008 . Tibetan observation and research platform-atmosphere-land interaction over a heterogeneous landscape . Bulletin of the American Meteorological Society , 89 : 1487 – 1492 .
Ma Y , Su Z , Koike T , Yao T , Ishikawa H , Ueno K and Menenti M . 2003 . On measuring and remote sensing surface energy partitioning over the Tibetan Plateau––from GAME/Tibet to CAMP/Tibet . Physics and Chemistry of the Earth , 28 ( 1 ): 63 - 74 .
Ma Y , Tsukamoto O , Ishikawa H , Su Z , Menenti M , Wang J and Wen J . 2002 . Determination of regional land surface heat flux densities over heterogeneous landscape of HEIFE Integrating satellite remote sensing with field observations . Journal of the Meteorological Society of Japan , 80 ( 3 ): 485 - 501 .
Ma Y , Zhong L , Su Z , Ishikawa H , Menenti M and Koike T . 2006 . Determination of regional distributions and seasonal variations of land surface heat fluxes from Landsat-7 Enhanced Thematic Mapper data over the central Tibetan Plateau area . Journal of Geophysical Research Atmospheres , D10305 , doi: 10.1029/2005JD006742 http://dx.doi.org/10.1029/2005JD006742 .
Ma Y , Zhu Z , Zhong L , Wang B , Han C , Wang Z , Lu L , Amatyal P M , Ma W and Hu Z . 2014 . Combining MODIS, AVHRR and in situ data for evapotranspiration estimation over heterogeneous landscape of the Tibetan Plateau . Atmospheric Chemistry and Physics , 14 : 1507 - 1515 .
Meng X , Lü S , Zhang T , Guo J , Gao Y , Bao Y , Wen L , Luo S and Liu Y . 2009 . Numerical simulations of the atmospheric and land conditions over the Jinta oasis in northwestern China with satellite-derived land surface parameters . Journal of Geophysical Research Atmospheres , DOI: 10.1029/2008JD010360 http://dx.doi.org/10.1029/2008JD010360 .
Oku Y and Ishikawa H . 2004 . Estimation of land surface temperature over the Tibetan Plateau using GMS data . Journal Applied Meteorology , 43 ( 4 ): 548 - 561 .
Ouyang X , Li J . 2012 . Retrieval of land surface temperature by cross-calibrated SVISSR thermal infrared data onboard China geostationary satellite . Land Surface Remote Sensing , 85241 X, doi: 10.1117/12.977598 http://dx.doi.org/10.1117/12.977598
Price J C . 1992 . Estimating vegetation amount from visible and near infrared reflectances . Remote Sensing of Environment , 41 ( 1 ): 29 - 34 .
Price J C . 1993 . Estimating leaf area index from satellite data . IEEE Transactions on Geoscience and Remote Sensing , 31 ( 3 ): 727 - 734 .
Qi J , Chehbouni A , Huete A R , Kerr Y H and Sorooshian S . 2015 . A modified soil adjusted vegetation index . Remote Sensing of Environment , 48 ( 2 ): 119 - 126 .
Sato T and Kimura F . 2005 . Impact of diabatic heating over the Tibetan Plateau on subsidence over northeast Asian arid region . Geophysical Research Letters , DOI: 10.1029/2004GL022089 http://dx.doi.org/10.1029/2004GL022089 .
Sen O , Wang B and Wang Y . 2004 . Impacts of re-greening the desertified lands in northwestern china: implications from a regional climate model experiment . Journal of the Meteorological Society of Japan , 82 ( 6 ): 1679 - 1693 .
Sellers P J , Rasool S I and Bolle H J . 1990 . A review of satellite data algorithms for studies of the land surface . Bulletin American Meteorological Society , 71 ( 12 ): 1429 - 1447 .
Susskind J , Rosenfield J , Reuter D and Chahine M T . 1984 . Remote sensing of weather and climate parameters from HIRS2/MSU on TIROS-N . Journal of Geophysical Research Atmospheres , 89 ( D3 ): 4677 - 4697 .
Su Z . 2002 . The Surface Energy Balance System (SEBS) for estimation of turbulent heat fluxes , Hydrology and Earth System Science , 6 ( 1 ): 85 - 99 .
Su Z , Schmugge T , Kustas W P and Massman WJ . 2001 . An evaluation of two models for estimation of the roughness height for heat transfer between the land surface and the atmosphere . American Meteorological Society , 40 ( 11 ): 1933 - 1951 .
Tucker C J . 1987 . Monitoring the grasslands of semi-arid Africa using NOAA AVHRR data . Remote Sensing , 7 - 11 : 1383 - 1622 .
Wang J , Ma Y , Menenti M , Bastiaanssen W and Mistsuta Y . 1995 . The scaling-up of processes in the heterogeneous landscape of HEIFE with the aid of satellite remote sensing . Journal of the Meteorological Society of Japan , 73 ( 6 ): 1235 – 1244 .
Wan Z and Dozier J . 1989 . Land surface temperature measurement from space: Physical principles and inverse modelling . IEEE Transactions on Geoscience and Remote Sensing , 27 ( 3 ): 268 - 278 .
Xue Y , Juang H M H , Li W P , Prince S , DeFries R , Jiao Y and Vasic R . 2004 . Role of land surface processes in monsoon development: East Asia and West Africa . Journal of Geophysical Research Atmospheres , DOI: 10.1029/2003JD003556 http://dx.doi.org/10.1029/2003JD003556 .
Yang K , Watanabe T , Koike T , Li X , Fujii H , Tamagawa K , Ma Y and Ishikawa H . 2007 . Auto-calibration system developed to assimilate AMSR-E data into a land surface model for estimating soil moisture and the surface energy budget . Journal of the Meteorological Society of Japan , 85 A: 229 - 242 .
Yao T , Thompson L G , Mosbrugger V , Zhang F , Luo T , Xu B , Yang X , Joswiak D R , Wang W , Joswiak M E , Devkota L P , Tayal S , Jilani R and Fayziev R . 2012 . Third pole environment (TPE) . Environmental Development , 3 ( 1 ): 52 - 64 .
Zhong L , Ma Y , Ma W , Fu Y , Su Z , Salama S , Chu D and Bianba C . 2012 . Remote sensing of land surface parameters in the middle reaches of YarlungZangbo river and its two tributaries from AVHRR and MODIS data . Journal of the Meteorological Society of Japan , 90 C: 75 - 86 .
Zhong L , Ma Y , Su Z and Salama M S . 2010 . Estimation of land surface temperature over the Tibetan Plateau using AVHRR and MODIS data . Advances in Atmospheric Sciences , 27 ( 5 ): 1110 - 1118 .
相关文章
相关作者
相关机构
京公网安备11010802024621