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冬小麥冠層溫度對(duì)大氣溫度的時(shí)滯效應(yīng)與影響因素研究
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國家自然科學(xué)基金項(xiàng)目(51979232、52279047、52179045)


Time Lag Effect between Winter Wheat Canopy Temperature and Atmospheric Temperature and Its Influencing Factors
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    摘要:

    冠氣溫差能夠間接監(jiān)測(cè)作物水分變化規(guī)律,而冠層溫度與大氣溫度之間存在的時(shí)滯效應(yīng)會(huì)影響監(jiān)測(cè)效果,為探明兩者之間的時(shí)滯效應(yīng)變化規(guī)律及影響因素,本研究以拔節(jié)期至乳熟期的冬小麥為研究對(duì)象,利用紅外溫度傳感器連續(xù)監(jiān)測(cè)灌溉上限分別為田間持水率的95%(T1)、80%(T2)、65%(T3)和50%(T4)4個(gè)不同灌溉處理的冠層溫度,并同步獲取短波凈輻射(Short-wave net radiation, RS)、大氣溫度(Atmospheric temperature, TA)、相對(duì)濕度(Relative humidity, RH)等氣象數(shù)據(jù)。利用錯(cuò)位相關(guān)法計(jì)算冠層溫度與大氣溫度之間的時(shí)滯時(shí)間(Time lag, TL),分析其在不同生育期和不同灌溉條件下變化規(guī)律,并采用相關(guān)性分析法探究氣象因子(RS、TA、RH)變化率和日均值與時(shí)滯時(shí)間的相關(guān)性,最后通過通徑分析探討氣象因子(RS、TA、RH)、土壤含水率(Soil moisture content, SMC)以及葉面積指數(shù)(Leaf area index, LAI)對(duì)時(shí)滯時(shí)間的共同影響。結(jié)果表明:不同生育期和不同灌溉條件下冬小麥冠層溫度變化均提前于大氣溫度;在不同灌溉處理下,T1、T2和T3處理的時(shí)滯時(shí)間高于T4處理,且在不同生育期下,時(shí)滯時(shí)間呈現(xiàn)先減少再增加的趨勢(shì)。短波凈輻射變化率(Change rate of short-wave net radiation, RSCR)、大氣溫度變化率(Change rate of atmospheric temperature, TACR)和相對(duì)濕度變化率(Change rate of relative humidity, RHCR)與時(shí)滯時(shí)間的相關(guān)性均高于對(duì)應(yīng)日均值與時(shí)滯時(shí)間的相關(guān)性;同時(shí),RSCR與時(shí)滯時(shí)間的相關(guān)程度最高(相關(guān)系數(shù)R為0.718~0.806),TACR次之(R為0.582~0.661),RHCR最低(R為-0.534~-0.570)。利用通徑分析發(fā)現(xiàn),時(shí)滯時(shí)間主要受RSCR、SMC以及LAI共同影響,但在不同灌溉條件下影響時(shí)滯時(shí)間的主要因素存在差異,其中T1、T2和T3處理主要受RSCR和LAI影響,而T4主要受RSCR和SMC影響。研究可為利用冠氣溫差信息監(jiān)測(cè)作物水分變化進(jìn)一步提供理論依據(jù)。

    Abstract:

    Canopy-air temperature difference can indirectly monitor the variation of crop moisture, and the time lag effect between canopy temperature and atmospheric temperature will affect the monitoring effect. In order to explore the characteristics and influencing factors of the time lag effect between canopy temperature and atmospheric temperature, winter wheat from jointing stage to ripening stage was used as the research object. The infrared temperature sensor was used to continuously monitor the canopy temperature of four different irrigation treatments with irrigation upper limits of 95% (T1), 80% (T2), 65% (T3) and 50% (T4) of field water capacity, and simultaneously obtained meteorological data such as short-wave net radiation (RS), atmospheric temperature (TA) and relative humidity (RH). The time lag between canopy temperature and atmospheric temperature was calculated by dislocation correlation method, and its variation characteristics under different growth stages and different irrigation conditions were analyzed. The correlation analysis method was used to explore the correlation between the change rate and daily mean value of meteorological factors (RS, TA, RH) and time lag. Finally, the common influence of meteorological factors (RS, TA, RH), soil moisture content (SMC) and leaf area index (LAI) on time lag was discussed by path analysis. The results showed that the change of winter wheat canopy temperature was ahead of the atmospheric temperature under different growth stages and different irrigation conditions;under different irrigation treatments, the lag time of T1, T2 and T3 treatments was higher than that of T4 treatment, and the lag time was decreased firstly and then increased at different growth stages. The correlation between the change rate of shortwave net radiation (RSCR), the change rate of atmospheric temperature (TACR) and the change rate of relative humidity (RHCR) and the time lag was higher than that between the corresponding daily mean and the time lag. At the same time, the correlation between RSCR and lag time was the highest (R=0.718~0.806), followed by TACR (R=0.582~0.661) and RHCR (R=-0.534~-0.570). Path analysis showed that the lag time was mainly affected by RSCR, SMC and LAI, but the main factors affecting the lag time were different under different irrigation conditions. T1, T2 and T3 treatments were mainly affected by RSCR and LAI, while T4 was mainly affected by RSCR and SMC. The research result can provide a theoretical basis for monitoring crop water changes by using canopy temperature difference information.

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張智韜,張秋雨,楊寧,羅林育,黃嘉亮,姚一飛.冬小麥冠層溫度對(duì)大氣溫度的時(shí)滯效應(yīng)與影響因素研究[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2023,54(11):359-368. ZHANG Zhitao, ZHANG Qiuyu, YANG Ning, LUO Linyu, HUANG Jialiang, YAO Yifei. Time Lag Effect between Winter Wheat Canopy Temperature and Atmospheric Temperature and Its Influencing Factors[J]. Transactions of the Chinese Society for Agricultural Machinery,2023,54(11):359-368.

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  • 收稿日期:2023-04-27
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  • 在線發(fā)布日期: 2023-11-10
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