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越冬期麥田地表蒸散量估算模型適用性分析與參數(shù)修正
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國(guó)家自然科學(xué)基金項(xiàng)目(31501231)、北京市優(yōu)秀人才培養(yǎng)(青年骨干個(gè)人)項(xiàng)目(2015000020124G124)和北京市農(nóng)林科學(xué)院創(chuàng)新能力建設(shè)專項(xiàng)(KJCX20151411)


Applicable Analysis and Parameter Modification of Evapotranspiration Models during Wintertime
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    摘要:

    地表蒸散量是作物需水量估算以及農(nóng)田水管理的重要依據(jù)。越冬期農(nóng)田地表蒸散過(guò)程改變了土壤內(nèi)部水熱參數(shù)分布,進(jìn)而影響春季作物的生長(zhǎng)狀況。本文對(duì)Penman-Monteith(PM)模型、Priestley-Taylor(PT)模型和Simultaneous heat and water(SHAW)模型在越冬期麥田地表蒸散量估算精度及適用性進(jìn)行分析與評(píng)價(jià),并針對(duì)冬季土壤凍結(jié)的特殊情況對(duì)模型參數(shù)進(jìn)行了修正。麥田試驗(yàn)采集了北京市昌平區(qū)2011—2012年和2012—2013年2個(gè)冬季的氣象參數(shù)與實(shí)際蒸散量。通過(guò)對(duì)比3種模型默認(rèn)或經(jīng)驗(yàn)參數(shù)下的估算值與實(shí)際測(cè)量值發(fā)現(xiàn):PT模型對(duì)蒸散量的估算精度最高(PT、PM、SHAW模型RMSE分別為0.159、0.697、0.390mm),PM和PT模型的估算整體高于實(shí)際測(cè)量值,其原因在于冬季地表經(jīng)歷了固-液相變和氣-液相變兩個(gè)過(guò)程。為了提高估算精度,在PT和PM模型中引入水分脅迫系數(shù),并利用第1年冬季的數(shù)據(jù)對(duì)3種模型參數(shù)進(jìn)行修正,結(jié)果表明,修正后的PM模型(2011—2012年RMSE為0.159mm)和SHAW模型(2011—2012年RMSE為0.280mm)對(duì)蒸散量的估算精度都有明顯提高。將參數(shù)修正后的模型用于預(yù)測(cè)2012—2013年冬季的地表蒸散量,結(jié)果表明:3種修正模型的估算精度均較高(PT、PM、SHAW模型RMSE分別為0.267、0.252、0.253mm)。相比之下,PT模型的計(jì)算最為簡(jiǎn)單,所需數(shù)據(jù)最少,因此,在估算越冬期麥田地表蒸散量時(shí),可優(yōu)先選擇PT模型。

    Abstract:

    Field evapotranspiration is an important parameter for crop water requirements estimation and farmland water management, which affects the distribution of soil water and heat parameters during the wintertime and potentially affects crop growth in next spring. So far, Penman-Monteith (PM) model, Priestley-Taylor (PT) model and simultaneous heat and water (SHAW) model are widely used for surface evapotranspiration estimation. However, only the SHAW model is used for the estimation of surface evapotranspiration in wintertime, and the applicability of PM and PT models in the winter still needs to be verified. The accuracy and applicability of the above three models were analyzed and evaluated for estimating surface evapotranspiration in wheat fields overwinter. Parameters in models were modified by considering the latent heat during water-ice phase change. Meteorological parameters and actual evapotranspiration during the winter of 2011—2012 and 2012—2013 were collected in an experimental field, Changping County, Beijing, China. The estimated values using the default or empirical parameters of the three models were compared with the actual measured values, showing that the accuracy of PT model for evapotranspiration was the highest (RMSE was 0.159mm for the PT model, 0.697mm for the PM model and 0.390mm for the SHAW model), but PM and PT models overestimated the evapotranspiration, which were attributed to the solid-liquid and gas-liquid phase changes of soil surface. In order to improve the accuracy of the estimation, a water stress coefficient in the PT and PM models was introduced to modify the three model parameters by using the data of the first year of winter. The results showed that the estimated accuracies of evapotranspiration were significantly improved by the modified PM model (RMSE was 0.159mm during 2011—2012) and the SHAW model (RMSE was 0.280mm during 2011—2012). The modified models were used to estimate the surface evapotranspiration in the winter of 2012—2013. The results showed that the accuracy of the three models remained high and acceptable (RMSE was 0.267mm for PT model, 0.252mm for PM model and 0.253mm for SHAW model). In comparison, the PT model had a simple form and required less parameter input. Therefore, the PT model can be preferentially chosen when estimating surface evapotranspiration during wintertime.

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程強(qiáng),徐嬙,陳超,孫宇瑞,王忠義,薛緒掌.越冬期麥田地表蒸散量估算模型適用性分析與參數(shù)修正[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2018,49(10):317-325. CHENG Qiang, XU Qiang, CHEN Chao, SUN Yurui, WANG Zhongyi, XUE Xuzhang. Applicable Analysis and Parameter Modification of Evapotranspiration Models during Wintertime[J]. Transactions of the Chinese Society for Agricultural Machinery,2018,49(10):317-325.

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  • 收稿日期:2018-01-03
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  • 在線發(fā)布日期: 2018-10-10
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