Optimal Calibration of Evaporation Models against Penman–Monteith Equation
We present an approach for the calibration of simplified evaporation model parameters based on the optimization of parameters against the most complex model for evaporation estimation, i.e., the Penman–Monteith equation. This model computes the evaporation from several input quantities, such as air...
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| Published in | Water (Basel) Vol. 13; no. 11; p. 1484 |
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| Main Authors | , , |
| Format | Journal Article |
| Language | English |
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MDPI AG
01.06.2021
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| ISSN | 2073-4441 2073-4441 |
| DOI | 10.3390/w13111484 |
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| Abstract | We present an approach for the calibration of simplified evaporation model parameters based on the optimization of parameters against the most complex model for evaporation estimation, i.e., the Penman–Monteith equation. This model computes the evaporation from several input quantities, such as air temperature, wind speed, heat storage, net radiation etc. However, sometimes all these values are not available, therefore we must use simplified models. Our interest in free water surface evaporation is given by the need for ongoing hydric reclamation of the former Ležáky–Most quarry, i.e., the ongoing restoration of the land that has been mined to a natural and economically usable state. For emerging pit lakes, the prediction of evaporation and the level of water plays a crucial role. We examine the methodology on several popular models and standard statistical measures. The presented approach can be applied in a general model calibration process subject to any theoretical or measured evaporation. |
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| AbstractList | We present an approach for the calibration of simplified evaporation model parameters based on the optimization of parameters against the most complex model for evaporation estimation, i.e., the Penman–Monteith equation. This model computes the evaporation from several input quantities, such as air temperature, wind speed, heat storage, net radiation etc. However, sometimes all these values are not available, therefore we must use simplified models. Our interest in free water surface evaporation is given by the need for ongoing hydric reclamation of the former Ležáky–Most quarry, i.e., the ongoing restoration of the land that has been mined to a natural and economically usable state. For emerging pit lakes, the prediction of evaporation and the level of water plays a crucial role. We examine the methodology on several popular models and standard statistical measures. The presented approach can be applied in a general model calibration process subject to any theoretical or measured evaporation. |
| Audience | Academic |
| Author | Dubovský, Viktor Pospíšil, Lukáš Dlouhá, Dagmar |
| Author_xml | – sequence: 1 givenname: Dagmar orcidid: 0000-0002-4571-9006 surname: Dlouhá fullname: Dlouhá, Dagmar – sequence: 2 givenname: Viktor orcidid: 0000-0001-9855-1692 surname: Dubovský fullname: Dubovský, Viktor – sequence: 3 givenname: Lukáš orcidid: 0000-0001-9801-0538 surname: Pospíšil fullname: Pospíšil, Lukáš |
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| Cites_doi | 10.13031/2013.23153 10.1007/s00271-011-0295-z 10.1111/j.2517-6161.1974.tb00994.x 10.4236/jwarp.2009.12010 10.1061/9780784414057 10.1007/s40710-015-0107-1 10.1016/j.agwat.2006.04.010 10.1016/j.ejrh.2015.02.002 10.3390/w13060769 10.17221/240/2010-PSE 10.1002/(SICI)1099-1085(20000215)14:2<339::AID-HYP928>3.0.CO;2-O 10.1016/j.agwat.2008.01.009 10.1590/1807-1929/agriambi.v20n10p874-879 10.13031/2013.26773 10.1175/1520-0493(1972)100<0081:OTAOSH>2.3.CO;2 10.1016/0168-1923(93)90031-C 10.1017/CBO9780511808470 10.1007/s10584-010-9869-7 10.1016/j.agwat.2007.01.014 10.1007/978-94-017-1497-6 10.23919/SpliTech.2019.8783028 10.1007/978-94-007-4737-1 10.1002/wat2.1172 10.1002/hyp.119 10.2478/jwld-2019-0021 10.3390/w9100734 10.1016/0022-1694(70)90255-6 10.3390/su13010313 10.1016/j.gloplacha.2014.01.006 10.13031/2013.36722 10.1016/j.agwat.2004.09.009 |
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