Prediction of Continental-Scale Evapotranspiration by Combining MODIS and AmeriFlux Data Through Support Vector Machine
暂无分享,去创建一个
A-Xing Zhu | Hirofumi Hashimoto | Michael A. White | Ramakrishna R. Nemani | Kazuhito Ichii | Petr Votava | Andrew R. Michaelis | Feihua Yang | A. Zhu | R. Nemani | H. Hashimoto | A. Michaelis | P. Votava | M. A. White | K. Ichii | Feihua Yang
[1] S. Running,et al. Estimation of regional surface resistance to evapotranspiration from NDVI and thermal-IR AVHRR data , 1989 .
[2] Andrew E. Suyker,et al. Gap filling strategies for long term energy flux data sets , 2001 .
[3] William W. Hargrove,et al. New analysis reveals representativeness of the AmeriFlux network , 2003 .
[4] J. C. Price. Using spatial context in satellite data to infer regional scale evapotranspiration , 1990 .
[5] Xiang Gao,et al. Multisensor comparisons and validation of MODIS vegetation indices at the semiarid Jornada experimental range , 2003, IEEE Trans. Geosci. Remote. Sens..
[6] J. Monteith. Evaporation and environment. , 1965, Symposia of the Society for Experimental Biology.
[7] D. Hodáňová. An introduction to environmental biophysics , 1979, Biologia Plantarum.
[8] M. S. Moran,et al. Estimating crop water deficit using the relation between surface-air temperature and spectral vegetation index , 1994 .
[9] C. Tucker,et al. Climate-Driven Increases in Global Terrestrial Net Primary Production from 1982 to 1999 , 2003, Science.
[10] Jinxi Wang,et al. The influence of vegetation type on the hydrological process at the landscape scale , 2004 .
[11] A. Huete,et al. Overview of the radiometric and biophysical performance of the MODIS vegetation indices , 2002 .
[12] Ramakrishna R. Nemani,et al. Development of an evapotranspiration index from Aqua/MODIS for monitoring surface moisture status , 2003, IEEE Trans. Geosci. Remote. Sens..
[13] Alan H. Strahler,et al. Global land cover mapping from MODIS: algorithms and early results , 2002 .
[14] S. Hyakin,et al. Neural Networks: A Comprehensive Foundation , 1994 .
[15] C. Priestley,et al. On the Assessment of Surface Heat Flux and Evaporation Using Large-Scale Parameters , 1972 .
[16] Rachel T. Pinker,et al. Geostationary satellite parameters for surface energy balance , 2002 .
[17] S. Islam,et al. Estimation of surface evaporation map over Southern Great Plains using remote sensing data , 2001 .
[18] A. Holtslag,et al. A remote sensing surface energy balance algorithm for land (SEBAL)-1. Formulation , 1998 .
[19] Zhao-Liang Li,et al. Validation of the land-surface temperature products retrieved from Terra Moderate Resolution Imaging Spectroradiometer data , 2002 .
[20] L. S. Pereira,et al. Crop evapotranspiration : guidelines for computing crop water requirements , 1998 .
[21] Vladimir Vapnik,et al. Statistical learning theory , 1998 .
[22] Emilio A. Laca,et al. Calibration of remotely sensed, coarse resolution NDVI to CO2 fluxes in a sagebrush–steppe ecosystem , 2003 .
[23] Martha C. Anderson,et al. Validation of GOES-Based Insolation Estimates Using Data from the U.S. Climate Reference Network , 2005 .
[24] Ping Shi,et al. Retrieval of oceanic chlorophyll concentration using support vector machines , 2003, IEEE Trans. Geosci. Remote. Sens..
[25] Nello Cristianini,et al. An Introduction to Support Vector Machines and Other Kernel-based Learning Methods , 2000 .
[26] A-Xing Zhu,et al. Effects of spatial detail of soil information on watershed modeling , 2001 .
[27] Qiming Zhou,et al. Estimating local sugarcane evapotranspiration using Landsat TM image and a VITT concept , 1997 .
[28] Peter E. Thornton,et al. Regional ecosystem simulation: Combining surface- and satellite-based observations to study linkages between terrestrial energy and mass budgets , 1998 .
[29] W. Oechel,et al. FLUXNET: A New Tool to Study the Temporal and Spatial Variability of Ecosystem-Scale Carbon Dioxide, Water Vapor, and Energy Flux Densities , 2001 .
[30] Bhaskar J. Choudhury,et al. Global Pattern of Potential Evaporation Calculated from the Penman-Monteith Equation Using Satellite and Assimilated Data , 1997 .
[31] Z. Wan,et al. Quality assessment and validation of the MODIS global land surface temperature , 2004 .
[32] Pamela L. Nagler,et al. Evapotranspiration on western U.S. rivers estimated using the Enhanced Vegetation Index from MODIS and data from eddy covariance and Bowen ratio flux towers , 2005 .
[33] Thomas M. Cover,et al. Geometrical and Statistical Properties of Systems of Linear Inequalities with Applications in Pattern Recognition , 1965, IEEE Trans. Electron. Comput..