Application of Knowledge Discovery in Databases in Evapotranspiration Estimation: an Experiment in the State of Rio de Janeiro

作者: Kate Cerqueira Revoredo , Fernando Xavier , Asterio Kiyoshi Tanaka

DOI: 10.5555/2814058.2814088

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摘要: With the growing volume of data in various areas such as Hydrology, there is a need for using information systems to aid handling data. This article report an experiment that used knowledge discovery techniques estimate important component hydrological cycle: evapotranspiration. The reported this was done with weather and showed some algorithms, M5P, present good results when compared historical estimated

参考文章(17)
Prasanna Gowda, Mohan Sridharan, Terry Howell, Jerry Moorhead, Thomas Marek, Dana Porter, Daniel Holman, Estimating reference evapotranspiration for irrigation management in the texas high plains international joint conference on artificial intelligence. pp. 2819- 2825 ,(2013)
Ronglin Tang, Zhao-Liang Li, Evaluation of two end-member-based models for regional land surface evapotranspiration estimation from MODIS data Agricultural and Forest Meteorology. ,vol. 202, pp. 69- 82 ,(2015) , 10.1016/J.AGRFORMET.2014.12.005
Amir Haghverdi, Bijan Ghahraman, Brian G. Leib, Inmaculada Pulido-Calvo, Mohammad Kafi, Kamran Davary, Behrang Ashorun, Deriving data mining and regression based water-salinity production functions for spring wheat (Triticum aestivum) Computers and Electronics in Agriculture. ,vol. 101, pp. 68- 75 ,(2014) , 10.1016/J.COMPAG.2013.12.009
Xinyao Zhou, Shaojie Bi, Yonghui Yang, Fei Tian, Dandan Ren, Comparison of ET estimations by the three-temperature model, SEBAL model and eddy covariance observations Journal of Hydrology. ,vol. 519, pp. 769- 776 ,(2014) , 10.1016/J.JHYDROL.2014.08.004
Mingming Zhu, Xiyong Hou, Xiao Lu, Mingjie Li, Spatial-temporal characters of evapotranspiration in the Yellow River Delta international conference on spatial data mining and geographical knowledge services. pp. 409- 412 ,(2011) , 10.1109/ICSDM.2011.5969076
Saeedeh Shirin Manesh, Hossein Ahani, Mehdi Rezaeian-Zadeh, ANN-based mapping of monthly reference crop evapotranspiration by using altitude, latitude and longitude data in Fars province, Iran Environment, Development and Sustainability. ,vol. 16, pp. 103- 122 ,(2014) , 10.1007/S10668-013-9465-X
Jan M. H. Hendrickx, Nawa R. Pradhan, Sung-ho Hong, Fred L. Ogden, Aaron R. Byrd, David Toll, Improvement of hydrologic model soil moisture predictions using SEBAL evapotranspiration estimates international conference on multimedia information networking and security. ,vol. 7303, pp. 730311- ,(2009) , 10.1117/12.819780