Data-model fusion for improving LAI mapping: a case study over China's land mass
作者： Mei Huang , Jing M. Chen , Feng Deng
DOI: 10.1080/01431161.2010.520347
关键词:
摘要: A simple data-model fusion method is developed to improve leaf area index LAI mapping using satellite data. The objective overcome two issues with satellite-derived maps: 1 optical remote sensing data are often seriously affected by the atmosphere due clouds, and in some areas no reliable obtained whole growing season, 2 seasonal variations conifer derived from distorted greenness pigments, background vegetation snow cover, etc., reflects overall rather than actual forest present a pixel. These shortcomings of measurements can be greatly alleviated when an ecological model used simulate absence estimate variation according principles. usefulness this demonstrated through improving China-wide map series 10-day intervals at km resolution Satellite Pour l'Observation de la Terre SPOT VEGETATION VGT
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sci-hub.se 参考文章(38)
Jan Pisek, Jing M Chen, Feng Deng, Assessment of a global leaf area index product from SPOT-4 VEGETATION data over selected sites in Canada Canadian Journal of Remote Sensing. ,vol. 33, pp. 341- 356 ,(2007) , 10.5589/M07-033
Stith T. Gower, Chris J. Kucharik, John M. Norman, Direct and Indirect Estimation of Leaf Area Index, fAPAR, and Net Primary Production of Terrestrial Ecosystems Remote Sensing of Environment. ,vol. 70, pp. 29- 51 ,(1999) , 10.1016/S0034-4257(99)00056-5
Li Dan, Ji Jinjun, The surface energy, water, carbon flux and their intercorrelated seasonality in a global climate‐vegetation coupled model Tellus B. ,vol. 59, pp. 425- 438 ,(2007) , 10.1111/J.1600-0889.2007.00274.X
J.M Chen, G Pavlic, L Brown, J Cihlar, S.G Leblanc, H.P White, R.J Hall, D.R Peddle, D.J King, J.A Trofymow, E Swift, J Van der Sanden, P.K.E Pellikka, Derivation and validation of Canada-wide coarse-resolution leaf area index maps using high-resolution satellite imagery and ground measurements Remote Sensing of Environment. ,vol. 80, pp. 165- 184 ,(2002) , 10.1016/S0034-4257(01)00300-5
Jianhua Lu, Jinjun Ji, A simulation and mechanism analysis of long-term variations at land surface over arid/semi-arid area in north China Journal of Geophysical Research. ,vol. 111, ,(2006) , 10.1029/2005JD006252
Mathew Williams, Edward B. Rastetter, Vegetation characteristics and primary productivity along an arctic transect: implications for scaling‐up Journal of Ecology. ,vol. 87, pp. 885- 898 ,(1999) , 10.1046/J.1365-2745.1999.00404.X
Jiaxue Wu, Lioudmila Ametistova, Malcolm Heron, Charles J Lemckert, Patrice Kalangi, None, Finite dispersal of a separative nepheloid plume by an internal hydraulic jump in a tropical mountainous river estuary Journal of Geophysical Research. ,vol. 111, pp. 1- 20 ,(2006) , 10.1029/2005JC003404
Robert E. Dickinson, Muhammad Shaikh, Ross Bryant, Lisa Graumlich, Interactive Canopies for a Climate Model Journal of Climate. ,vol. 11, pp. 2823- 2836 ,(1998) , 10.1175/1520-0442(1998)011<2823:ICFACM>2.0.CO;2
Guang Zheng, JM Chen, QJ Tian, WM Ju, XQ Xia, None, Combining remote sensing imagery and forest age inventory for biomass mapping. Journal of Environmental Management. ,vol. 85, pp. 616- 623 ,(2007) , 10.1016/J.JENVMAN.2006.07.015
P Wang, R Sun, J Hu, Q Zhu, Y Zhou, L Li, JM Chen, None, Measurements and simulation of forest leaf area index and net primary productivity in Northern China. Journal of Environmental Management. ,vol. 85, pp. 607- 615 ,(2007) , 10.1016/J.JENVMAN.2006.08.017