Apparent temperature as a modelling substitute for evapotranspiration: Ramanathapuram, Tamil Nadu, India

Created by W.Langdon from gp-bibliography.bib Revision:1.8576

@Article{Sivapragasam:2023:WPT,

• author = "Chandrasekaran Sivapragasam and Narayanan Natarajan and Irulraj Prabavathy and Dommati Ragasudha",
• title = "Apparent temperature as a modelling substitute for evapotranspiration: Ramanathapuram, Tamil Nadu, India",
• journal = "Water Practice and Technology",
• year = "2023",
• volume = "18",
• number = "1",
• pages = "119--129",
• month = "9 " # jan,
• keywords = "genetic algorithms, genetic programming, evapotranspiration, mathematical model, Penman-Montieth, Thelichatanallur, Pamboor, Sirakikottai, Mangudi, Thayamangalam, Maravamangalam, India",
• ISSN = "1751-231X",
• URL = "https://iwaponline.com/wpt/article-pdf/18/1/119/1168160/wpt0180119.pdf",
• DOI = "doi:10.2166/wpt.2023.001",
• size = "11 pages",
• abstract = "Estimating evapotranspiration is very important in calculating crop water requirements. The Penman-Montieth (P-M) method is the most commonly used. This study is an attempt to simplify the P–M application using apparent temperature (AT) as a substitute for meteorological parameters. Genetic programming (GP) was used to model paddy crop evapotranspiration for six stations in Tamil Nadu, India, with two input sets. In one the inputs were mean temperature, wind speed, relative humidity and antecedent evapotranspiration. In the other model, the input was AT, an agglomeration of meteorological parameters and antecedent evapotranspiration. The GP model, using AT, proved capable of predicting evapotranspiration better than the P-M based model, indicating that AT reflects the effects of other meteorological parameters and can be used in estimating evapotranspiration. Like any other data-driven technique, the training dataset in GP should include the lowest and highest modeling parameter values, if the model developed is to be robust.",

}

Genetic Programming entries for C Sivapragasam Narayanan Natarajan Irulraj Prabavathy Dommati Ragasudha

Citations