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基于贝叶斯分析的干热河谷区橙子林冠层蒸腾耗水模拟 被引量:1
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作者 张晶莹 陈滇豫 +3 位作者 马永胜 胡笑涛 杜敬斌 王书剑 《农业机械学报》 EI CAS CSCD 北大核心 2024年第1期305-315,共11页
需耗水机制是进行农田/果园水分管理和调控的基础。本文聚焦蒸腾耗水机制,基于贝叶斯参数估计方法对比了不同Jarvis-Stewart模型配置对干热河谷区橙子林蒸腾耗水量的模拟效果,探索了Jarvis-Stewart模型在影响因子交互效应较强条件下蒸... 需耗水机制是进行农田/果园水分管理和调控的基础。本文聚焦蒸腾耗水机制,基于贝叶斯参数估计方法对比了不同Jarvis-Stewart模型配置对干热河谷区橙子林蒸腾耗水量的模拟效果,探索了Jarvis-Stewart模型在影响因子交互效应较强条件下蒸腾耗水模拟中的适用性。结果表明,考虑不同影响因子及其限制函数会对模拟效果产生较大影响,其中考虑土壤含水率和叶面积指数对模拟效果改善作用明显,而引入饱和水汽压差和气温则不同程度地降低模拟精度;考虑的影响因子越多,模型结构越复杂,模拟效果不一定越好;筛选出的最佳模型结构基本实现了橙子林蒸腾耗水的可靠模拟,但模拟效果仍有明显改进空间,因此,应综合考虑模型复杂程度、模拟精度及不确定性等,进一步探究适宜的模型结构。研究可为果园节水灌溉技术体系建立和水分管理优化提供科学依据,也能为耗水模型的进一步发展和完善提供理论支撑。 展开更多
关键词 橙子林 蒸腾耗水模拟 干热河谷 jarvis-stewart模型 贝叶斯参数估计
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Response of Populus euphratica Oliv.sap flow to environmental variables for a desert riparian forest in the Heihe River Basin,Northwest China 被引量:11
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作者 LI Wei SI Jianhua +1 位作者 YU Tengfei LI Xiaoyan 《Journal of Arid Land》 SCIE CSCD 2016年第4期591-603,共13页
Being an important desert riparian forest in the lower reaches of the Heihe River Basin, Populus euphratica Oliv. forest functions as a natural barrier in maintaining and preserving the stability of local oases. Accor... Being an important desert riparian forest in the lower reaches of the Heihe River Basin, Populus euphratica Oliv. forest functions as a natural barrier in maintaining and preserving the stability of local oases. Accordingly, accurately estimating the water use of P. euphratica is important for vegetation protection and water resource allocation. To date, little data are available for evaluating the hysteretic effects between sap flow and environmental variables, and for estimating the water use of desert riparian forest. In this study, we measured the sap flow velocity (Vs) of P. euphratica using the heat ratio method during the growing season of 2012. Based on the response of Vs to solar radiation (R,) and vapor pressure deficit (VPD), we estimated the hourly Vs and daily Vs using the multivariable linear regression and a modified Jarvis-Stewart (JS) model, respectively. Hysteretic response of Vs to environmental variables was then evaluated using a sap flow model. We found the thresholds of V, responses to Rs and VPD at both hourly and daily scales during the growing season, and successfully estimated the seasonal variations of hourly V, and daily Vs using the JS model. At an hourly scale, the maximum V~ occurred earlier than the maximum VPD by approximately 0.5 h but later than the maximum R, by approximate 1.0 h. At a daily scale, the maximum Vs lagged behind the maximum VPD by approximately 2.5 h while occurred earlier than the maximum Rs by approximately 2 h. However, hysteretic response of V, was weakened when Rs and VPD were measured together using the JS model at both hourly and daily scales. Consequently, short-term and intensive field campaigns, where Vs and environmental variables can be measured, may be used to estimate short-run sap flow and stand transpiration using only two environmental variables. 展开更多
关键词 sap flow solar radiation vapor pressure deficit jarvis-stewart model HYSTERESIS
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宁夏河东沙区侧柏冠层气孔导度对环境因子的响应及其模拟 被引量:14
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作者 韩磊 何俊 +3 位作者 齐拓野 田佳 孙兆军 展秀丽 《生态学杂志》 CAS CSCD 北大核心 2018年第9期2862-2868,共7页
为了解林木冠层气孔导度对环境因子的响应规律,进一步阐释冠层气孔导度调控森林蒸腾的机理,本研究以宁夏河东沙区典型防护林树种侧柏(Platycladus orientalis)为对象,利用Granier热扩散技术,在生长旺季(7—9月)连续监测树干液流,并同步... 为了解林木冠层气孔导度对环境因子的响应规律,进一步阐释冠层气孔导度调控森林蒸腾的机理,本研究以宁夏河东沙区典型防护林树种侧柏(Platycladus orientalis)为对象,利用Granier热扩散技术,在生长旺季(7—9月)连续监测树干液流,并同步观测小气候;利用Penman-Monteith方程计算获得连续的冠层气孔导度(gc),并采用Jarvis-Stewart气孔模型对侧柏冠层气孔导度变化过程进行模拟。结果表明:环境因子与gc呈极显著相关关系(P<0.01),对侧柏gc的影响从大到小依次为大气温度(Ta)>太阳辐射(Rs)>饱和水气压亏缺(VPD)>空气湿度(RH)。典型晴天下,gc与VPD、Ta的关系曲线上升阶段和下降阶段路径不同,呈现"磁滞回环"的特性,且不同时段表现出不同的响应规律。Jarvis-Stewart模型较好地模拟了侧柏冠层气孔导度对环境变量Rs、VPD、Ta的响应过程,采用交叉验证法对模型进行验证和参数率定,可以解释84.4%的变量。 展开更多
关键词 树干液流 冠层气孔导度 磁滞回环 jarvis-stewart模型 侧柏
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