Applicability of common stomatal conductance models in maize under varying soil moisture conditions

被引:29
|
作者
Wang, Qiuling [1 ,2 ]
He, Qijin [3 ]
Zhou, Guangsheng [2 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Coll Appl Meteorol, Nanjing 210044, Jiangsu, Peoples R China
[2] Chinese Acad Meteorol Sci, 46 Zhongguancun South Rd, Beijing 100081, Peoples R China
[3] China Agr Univ, Coll Resources & Environm Sci, Beijing 100193, Peoples R China
基金
中国国家自然科学基金;
关键词
Stomatal conductance model; Varying soil moisture; Water response function; Applicability; ENERGY-BALANCE MODEL; LEAF GAS-EXCHANGE; COUPLED PHOTOSYNTHESIS; MESOPHYLL CONDUCTANCE; CANOPY CONDUCTANCE; NET PHOTOSYNTHESIS; BIOSPHERE MODEL; WATER-STRESS; DROUGHT; TRANSPIRATION;
D O I
10.1016/j.scitotenv.2018.01.291
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In the context of climate warming, the varying soil moisture caused by precipitation pattern change will affect the applicability of stomatal conductance models, thereby affecting the simulation accuracy of carbon-nitrogen-water cycles in ecosystems. We studied the applicability of four common stomatal conductance models including Jarvis, Ball-Woodrow-Berry (BWB), Ball-Berry-Leuning (BBL) and unified stomatal optimization (USO) models based on summer maize leaf gas exchange data from a soil moisture consecutive decrease manipulation experiment. The results showed that the USO model performed best, followed by the BBL model, BWB model, and the Jarvis model performed worst under varying soil moisture conditions. The effects of soil moisture made a difference in the relative performance among the models. By introducing a water response function, the performance of the Jarvis, BWB, and USO models improved, which decreased the normalized root mean square error (NRMSE) by 15.7%.16.6% and 3.9%, respectively; however, the performance of the BBL model was negative, which increased the NRMSE by 5.3%. It was observed that the models of Jarvis, BWB, BBL and USO were applicable within different ranges of soil relative water content (i.e., 55%-65%, 56%-67%, 37%-79% and 37%-95%, respectively) based on the 95% confidence limits. Moreover, introducing a water response function, the applicability of the Jarvis and BWB models improved. The USO model performed best with or without introducing the water response function and was applicable under varying soil moisture conditions. Our results provide a basis for selecting appropriate stomatal conductance models under drought conditions. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:141 / 149
页数:9
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