Actual Evapotranspiration in the High Andean Grasslands: A Comparison of Measurement and Estimation Methods
Actual evapotranspiration (ETa) explains the exchange of water and energy between soil, land surface, and atmosphere. Despite its importance, it remains difficult to measure directly. Grasslands represent a widespread ecosystem for which further assessment of the measurement and estimation of ETa is...
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doaj-3e946dabeffe43299387de6ca11f5b832020-11-25T03:36:05ZengFrontiers Media S.A.Frontiers in Earth Science2296-64632019-03-01710.3389/feart.2019.00055433802Actual Evapotranspiration in the High Andean Grasslands: A Comparison of Measurement and Estimation MethodsAna Ochoa-Sánchez0Ana Ochoa-Sánchez1Patricio Crespo2Patricio Crespo3Patricio Crespo4Galo Carrillo-Rojas5Galo Carrillo-Rojas6Galo Carrillo-Rojas7Adrián Sucozhañay8Adrián Sucozhañay9Rolando Célleri10Rolando Célleri11Departamento de Recursos Hídricos y Ciencias Ambientales, University of Cuenca, Cuenca, EcuadorFaculty of Engineering, University of Cuenca, Cuenca, EcuadorDepartamento de Recursos Hídricos y Ciencias Ambientales, University of Cuenca, Cuenca, EcuadorFaculty of Engineering, University of Cuenca, Cuenca, EcuadorFaculty of Agricultural Sciences, University of Cuenca, Cuenca, EcuadorDepartamento de Recursos Hídricos y Ciencias Ambientales, University of Cuenca, Cuenca, EcuadorFaculty of Chemical Sciences, University of Cuenca, Cuenca, EcuadorLaboratory for Climatology and Remote Sensing, Faculty of Geography, University of Marburg, Marburg, GermanyDepartamento de Recursos Hídricos y Ciencias Ambientales, University of Cuenca, Cuenca, EcuadorFaculty of Engineering, University of Cuenca, Cuenca, EcuadorDepartamento de Recursos Hídricos y Ciencias Ambientales, University of Cuenca, Cuenca, EcuadorFaculty of Engineering, University of Cuenca, Cuenca, EcuadorActual evapotranspiration (ETa) explains the exchange of water and energy between soil, land surface, and atmosphere. Despite its importance, it remains difficult to measure directly. Grasslands represent a widespread ecosystem for which further assessment of the measurement and estimation of ETa is needed. Thus, the objective of this study was to compare measurements and estimations of ETa in a mountain grassland ecosystem made using different approaches. The study was conducted in the Zhurucay Ecohydrological Observatory, located in the high Andes of Ecuador between 3,500 and 3,900 m a.s.l. The study area is a representative site of the páramo ecosystem, in which the vegetation mainly consists of tussock grasslands. ETa was measured or estimated using the following methods: eddy-covariance (EC), volumetric lysimeters (Lys), water balance (WB), energy balance (EB), the calibrated Penman-Monteith equation (PMCal), and two hydrological models [the Probability Distribution Model (PDM) and the Hydrologiska Byråns Vattenbalansavdelning model (HBV-light)]. During 1 year, precipitation (P) accumulated to 1,094 mm while ETa (measured with EC) accumulated to 622 mm (with ETa/P = 0.57). On a daily basis, the EC method measured average ETa rates of 1.7 mm/day. The best daily estimates according to percentage bias (pbias), normalized root mean square error (nRMSE), Pearson's correlation coefficient (r) and the volumetric coefficient (ve) came from the HBV-light model, followed by the PMCal and the PDM (pbias: −2 to −20%, nRMSE: 12–15%, r: 0.7–0.9, and ve: 0.7–0.8). On the other hand, the WB, EB, and Lys estimates showed a poor performance (pbias: −10 to −19%, nRMSE: 25–93%, r: −0.4 to 0.5, and ve: −0.5 to 0.7). As the methods used in this study are of different types (hydrological, micrometeorological, and analytical), their suitability and applications are discussed in terms of their costs, temporal resolution, and accuracy. This study identifies low-cost and easy-to-implement alternatives to EC measurements, such as hydrological models and the calibrated Penman-Monteith equation. This study also allows us to provide an increment of progress on the accurate closure of the water balance in grasslands.https://www.frontiersin.org/article/10.3389/feart.2019.00055/fullAndestropical mountainspáramophysically based methodexperimental method |
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language |
English |
format |
Article |
sources |
DOAJ |
author |
Ana Ochoa-Sánchez Ana Ochoa-Sánchez Patricio Crespo Patricio Crespo Patricio Crespo Galo Carrillo-Rojas Galo Carrillo-Rojas Galo Carrillo-Rojas Adrián Sucozhañay Adrián Sucozhañay Rolando Célleri Rolando Célleri |
spellingShingle |
Ana Ochoa-Sánchez Ana Ochoa-Sánchez Patricio Crespo Patricio Crespo Patricio Crespo Galo Carrillo-Rojas Galo Carrillo-Rojas Galo Carrillo-Rojas Adrián Sucozhañay Adrián Sucozhañay Rolando Célleri Rolando Célleri Actual Evapotranspiration in the High Andean Grasslands: A Comparison of Measurement and Estimation Methods Frontiers in Earth Science Andes tropical mountains páramo physically based method experimental method |
author_facet |
Ana Ochoa-Sánchez Ana Ochoa-Sánchez Patricio Crespo Patricio Crespo Patricio Crespo Galo Carrillo-Rojas Galo Carrillo-Rojas Galo Carrillo-Rojas Adrián Sucozhañay Adrián Sucozhañay Rolando Célleri Rolando Célleri |
author_sort |
Ana Ochoa-Sánchez |
title |
Actual Evapotranspiration in the High Andean Grasslands: A Comparison of Measurement and Estimation Methods |
title_short |
Actual Evapotranspiration in the High Andean Grasslands: A Comparison of Measurement and Estimation Methods |
title_full |
Actual Evapotranspiration in the High Andean Grasslands: A Comparison of Measurement and Estimation Methods |
title_fullStr |
Actual Evapotranspiration in the High Andean Grasslands: A Comparison of Measurement and Estimation Methods |
title_full_unstemmed |
Actual Evapotranspiration in the High Andean Grasslands: A Comparison of Measurement and Estimation Methods |
title_sort |
actual evapotranspiration in the high andean grasslands: a comparison of measurement and estimation methods |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Earth Science |
issn |
2296-6463 |
publishDate |
2019-03-01 |
description |
Actual evapotranspiration (ETa) explains the exchange of water and energy between soil, land surface, and atmosphere. Despite its importance, it remains difficult to measure directly. Grasslands represent a widespread ecosystem for which further assessment of the measurement and estimation of ETa is needed. Thus, the objective of this study was to compare measurements and estimations of ETa in a mountain grassland ecosystem made using different approaches. The study was conducted in the Zhurucay Ecohydrological Observatory, located in the high Andes of Ecuador between 3,500 and 3,900 m a.s.l. The study area is a representative site of the páramo ecosystem, in which the vegetation mainly consists of tussock grasslands. ETa was measured or estimated using the following methods: eddy-covariance (EC), volumetric lysimeters (Lys), water balance (WB), energy balance (EB), the calibrated Penman-Monteith equation (PMCal), and two hydrological models [the Probability Distribution Model (PDM) and the Hydrologiska Byråns Vattenbalansavdelning model (HBV-light)]. During 1 year, precipitation (P) accumulated to 1,094 mm while ETa (measured with EC) accumulated to 622 mm (with ETa/P = 0.57). On a daily basis, the EC method measured average ETa rates of 1.7 mm/day. The best daily estimates according to percentage bias (pbias), normalized root mean square error (nRMSE), Pearson's correlation coefficient (r) and the volumetric coefficient (ve) came from the HBV-light model, followed by the PMCal and the PDM (pbias: −2 to −20%, nRMSE: 12–15%, r: 0.7–0.9, and ve: 0.7–0.8). On the other hand, the WB, EB, and Lys estimates showed a poor performance (pbias: −10 to −19%, nRMSE: 25–93%, r: −0.4 to 0.5, and ve: −0.5 to 0.7). As the methods used in this study are of different types (hydrological, micrometeorological, and analytical), their suitability and applications are discussed in terms of their costs, temporal resolution, and accuracy. This study identifies low-cost and easy-to-implement alternatives to EC measurements, such as hydrological models and the calibrated Penman-Monteith equation. This study also allows us to provide an increment of progress on the accurate closure of the water balance in grasslands. |
topic |
Andes tropical mountains páramo physically based method experimental method |
url |
https://www.frontiersin.org/article/10.3389/feart.2019.00055/full |
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