Investigation on the valiantzas' evapotranspiration models for peninsular Malaysia

The search for an accurate evapotranspiration (ET) continues when the world has responsibility to cope with the water scarcity issue, population outgrown and uncertain change of weather. Measuring actual evapotranspiration (ETa) can be tedious and requires a lot of time and cost. Therefore, numberso...

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Main Authors: Ahmad, N. F. A., Harun, S., Hamed, H. N. A., Askari, M., Ibrahim, Z., Hanapi, M. N., Ali, M. H.
Format: Article
Published: Universidade Federal da Paraiba 2019
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Online Access:http://eprints.utm.my/id/eprint/90778/
http://dx.doi.org/10.4090/juee.2019.v13n1.174182
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spelling my.utm.907782021-04-30T14:30:37Z http://eprints.utm.my/id/eprint/90778/ Investigation on the valiantzas' evapotranspiration models for peninsular Malaysia Ahmad, N. F. A. Harun, S. Hamed, H. N. A. Askari, M. Ibrahim, Z. Hanapi, M. N. Ali, M. H. QA75 Electronic computers. Computer science The search for an accurate evapotranspiration (ET) continues when the world has responsibility to cope with the water scarcity issue, population outgrown and uncertain change of weather. Measuring actual evapotranspiration (ETa) can be tedious and requires a lot of time and cost. Therefore, numbersof empirical ETmodels have been developed to overcome this problem. The Valiantzas’ modelsare quite familiar to the hydrologist community as it has been developed based on Penman evaporation equation. This paper presents the evaluation on the selected six Valiantzas’ models by comparing to Food and Agricultural Organization Penman-Montieth (FAO-PM) empirical model in estimating ET in the Peninsular Malaysia. Seventeen meteorological stations around Peninsular Malaysia with data gathered from 1987 till 2003 were tested. The performance for each model was evaluated by root mean square error (RMSE), coefficient of determination (R2), percentage error (PE) and mean bias error (MBE). All the six models showed good agreement to FAO-PM with R2> 0.90. The PETval2 model which gave R2 of 0.97 was the best performer with the lowest RMSE, PE and MBE of 0.26, 5.5% and 0.14,respectively. The good and sensible performance on the ET estimation displayed by Valiantzas’ model may promise an accurate method for calculation on the water management for irrigation and catchment studies. © 2019 Journal of Urban and Environmental Engineering (JUEE). Universidade Federal da Paraiba 2019 Article PeerReviewed Ahmad, N. F. A. and Harun, S. and Hamed, H. N. A. and Askari, M. and Ibrahim, Z. and Hanapi, M. N. and Ali, M. H. (2019) Investigation on the valiantzas' evapotranspiration models for peninsular Malaysia. Journal of Urban and Environmental Engineering, 13 (1). pp. 174-182. ISSN 1982-3932 http://dx.doi.org/10.4090/juee.2019.v13n1.174182 DOI: 10.4090/juee.2019.v13n1.174182
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Ahmad, N. F. A.
Harun, S.
Hamed, H. N. A.
Askari, M.
Ibrahim, Z.
Hanapi, M. N.
Ali, M. H.
Investigation on the valiantzas' evapotranspiration models for peninsular Malaysia
description The search for an accurate evapotranspiration (ET) continues when the world has responsibility to cope with the water scarcity issue, population outgrown and uncertain change of weather. Measuring actual evapotranspiration (ETa) can be tedious and requires a lot of time and cost. Therefore, numbersof empirical ETmodels have been developed to overcome this problem. The Valiantzas’ modelsare quite familiar to the hydrologist community as it has been developed based on Penman evaporation equation. This paper presents the evaluation on the selected six Valiantzas’ models by comparing to Food and Agricultural Organization Penman-Montieth (FAO-PM) empirical model in estimating ET in the Peninsular Malaysia. Seventeen meteorological stations around Peninsular Malaysia with data gathered from 1987 till 2003 were tested. The performance for each model was evaluated by root mean square error (RMSE), coefficient of determination (R2), percentage error (PE) and mean bias error (MBE). All the six models showed good agreement to FAO-PM with R2> 0.90. The PETval2 model which gave R2 of 0.97 was the best performer with the lowest RMSE, PE and MBE of 0.26, 5.5% and 0.14,respectively. The good and sensible performance on the ET estimation displayed by Valiantzas’ model may promise an accurate method for calculation on the water management for irrigation and catchment studies. © 2019 Journal of Urban and Environmental Engineering (JUEE).
format Article
author Ahmad, N. F. A.
Harun, S.
Hamed, H. N. A.
Askari, M.
Ibrahim, Z.
Hanapi, M. N.
Ali, M. H.
author_facet Ahmad, N. F. A.
Harun, S.
Hamed, H. N. A.
Askari, M.
Ibrahim, Z.
Hanapi, M. N.
Ali, M. H.
author_sort Ahmad, N. F. A.
title Investigation on the valiantzas' evapotranspiration models for peninsular Malaysia
title_short Investigation on the valiantzas' evapotranspiration models for peninsular Malaysia
title_full Investigation on the valiantzas' evapotranspiration models for peninsular Malaysia
title_fullStr Investigation on the valiantzas' evapotranspiration models for peninsular Malaysia
title_full_unstemmed Investigation on the valiantzas' evapotranspiration models for peninsular Malaysia
title_sort investigation on the valiantzas' evapotranspiration models for peninsular malaysia
publisher Universidade Federal da Paraiba
publishDate 2019
url http://eprints.utm.my/id/eprint/90778/
http://dx.doi.org/10.4090/juee.2019.v13n1.174182
_version_ 1698696984140972032
score 13.160551