Machine learning techniques for regional scale estimation of high-resolution cloud-free daily sea surface temperatures from MODIS data
作者： Swathy Sunder , RAAJ Ramsankaran , Balaji Ramakrishnan
DOI: 10.1016/J.ISPRSJPRS.2020.06.008
关键词:
摘要: … machine learning technique, here we have explored and compared three different widely used techniques viz. artificial neural networks, … AS; resulting in a higher salinity in the AS. As a …
essoar.org参考文章(52)
Vladimir Naumovich Vapnik, Estimation of Dependences Based on Empirical Data ,(2010)
Mark A. Hall, Ian H. Witten, Eibe Frank, Data Mining: Practical Machine Learning Tools and Techniques ,(1999)
David John, Artificial Intelligence in Geoscience and Remote Sensing InTech. ,(2010) , 10.5772/9104
Craig J. Donlon, Matthew Martin, John Stark, Jonah Roberts-Jones, Emma Fiedler, Werenfrid Wimmer, The Operational Sea Surface Temperature and Sea Ice Analysis (OSTIA) system Remote Sensing of Environment. ,vol. 116, pp. 140- 158 ,(2012) , 10.1016/J.RSE.2010.10.017
Guangya Zhang, Huihua Ge, Support vector machine with a Pearson VII function kernel for discriminating halophilic and non-halophilic proteins Computational Biology and Chemistry. ,vol. 46, pp. 16- 22 ,(2013) , 10.1016/J.COMPBIOLCHEM.2013.05.001
Yao Zhao, Ruoying He, Cloud-free sea surface temperature and colour reconstruction for the Gulf of Mexico: 2003–2009 Remote Sensing Letters. ,vol. 3, pp. 697- 706 ,(2012) , 10.1080/01431161.2012.666638
Brian B. Barnes, Chuanmin Hu, A Hybrid Cloud Detection Algorithm to Improve MODIS Sea Surface Temperature Data Quality and Coverage Over the Eastern Gulf of Mexico IEEE Transactions on Geoscience and Remote Sensing. ,vol. 51, pp. 3273- 3285 ,(2013) , 10.1109/TGRS.2012.2223217
David L. T. Anderson, The Low-Level Jet as a Western Boundary Current Monthly Weather Review. ,vol. 104, pp. 907- 921 ,(1976) , 10.1175/1520-0493(1976)104<0907:TLLJAA>2.0.CO;2
Fabien Durand, Lionel Gourdeau, Thierry Delcroix, Jacques Verron, Assimilation of sea surface salinity in a tropical Oceanic General Circulation Model (OGCM): A twin experiment approach Journal of Geophysical Research: Oceans. ,vol. 107, pp. SRF 5- 1 ,(2002) , 10.1029/2001JC000849
Eileen Maturi, Andy Harris, Chris Merchant, Jon Mittaz, Bob Potash, Wen Meng, John Sapper, NOAA's Sea Surface Temperature Products From Operational Geostationary Satellites Bulletin of the American Meteorological Society. ,vol. 89, pp. 1877- 1888 ,(2008) , 10.1175/2008BAMS2528.1