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An evaluation of the performance of the soil temperature simulation algorithms used in the PRZM model

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dc.contributor.author Tsiros, IX en
dc.contributor.author Dimopoulos, IF en
dc.date.accessioned 2014-06-06T06:47:36Z
dc.date.available 2014-06-06T06:47:36Z
dc.date.issued 2007 en
dc.identifier.issn 10934529 en
dc.identifier.uri http://dx.doi.org/10.1080/10934520701244458 en
dc.identifier.uri http://62.217.125.90/xmlui/handle/123456789/3704
dc.subject Agrometeorological parameters en
dc.subject Environmental models en
dc.subject Heat transfer en
dc.subject Simulation models en
dc.subject Soil temperature en
dc.subject.other Algorithms en
dc.subject.other Environmental impact en
dc.subject.other Heat convection en
dc.subject.other Heat flux en
dc.subject.other Linear regression en
dc.subject.other Measurement errors en
dc.subject.other Temperature measurement en
dc.subject.other Agrometeorological parameters en
dc.subject.other Environmental modeling en
dc.subject.other Root mean square error (RMSE) en
dc.subject.other Simulation models en
dc.subject.other Soil temperature simulation en
dc.subject.other Statistical errors en
dc.subject.other Soils en
dc.subject.other algorithm en
dc.subject.other article en
dc.subject.other atmosphere en
dc.subject.other comparative study en
dc.subject.other energy balance en
dc.subject.other environment en
dc.subject.other environmental monitoring en
dc.subject.other evaporation en
dc.subject.other heat transfer en
dc.subject.other sensitivity analysis en
dc.subject.other simulation en
dc.subject.other soil temperature en
dc.subject.other statistics en
dc.subject.other Algorithms en
dc.subject.other Computer Simulation en
dc.subject.other Models, Chemical en
dc.subject.other Soil en
dc.subject.other Temperature en
dc.title An evaluation of the performance of the soil temperature simulation algorithms used in the PRZM model en
heal.type journalArticle en
heal.identifier.primary 10.1080/10934520701244458 en
heal.publicationDate 2007 en
heal.abstract Soil temperature simulation is an important component in environmental modeling since it is involved in several aspects of pollutant transport and fate. This paper deals with the performance of the soil temperature simulation algorithms of the well-known environmental model PRZM. Model results are compared and evaluated based on the basis of its ability to predict in situ measured soil temperature profiles in an experimental plot during a 3-year monitoring study. The evaluation of the performance is based on linear regression statistics and typical model statistical errors such as the root mean square error (RMSE) and the normalized objective function (NOF). Results show that the model required minimal calibration to match the observed response of the system. Values of the determination coefficient R2 were found to be in all cases around the value of 0.98 indicating a very good agreement between measured and simulated data. Values of the RMSE were found to be in the range of 1.2 to 1.4°C, 1.1 to 1.4°C, 0.9 to 1.1°C, and 0.8 to 1.1°C, for the examined 2, 5, 10 and 20 cm soil depths, respectively. Sensitivity analyses were also performed to investigate the influence of various factors involved in the energy balance equation at the ground surface on the soil temperature profiles. The results showed that the model was able to represent important processes affecting the soil temperature regime such as the combined effect of the heat transfer by convection between the ground surface and the atmosphere and the latent heat flux due to soil water evaporation. Copyright © Taylor & Francis Group, LLC. en
heal.journalName Journal of Environmental Science and Health - Part A Toxic/Hazardous Substances and Environmental Engineering en
dc.identifier.issue 5 en
dc.identifier.volume 42 en
dc.identifier.doi 10.1080/10934520701244458 en
dc.identifier.spage 661 en
dc.identifier.epage 670 en


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