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Multi-parameter spatial interpolation of solar radiation in heterogeneous structured agricultural areas

机译:异质结构化农业地区太阳辐射的多参数空间插值

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In this study, spatial interpolation (SI) of solar radiation (SR) examined with 81 agro-meteorological stations' data at South Eastern of Turkey. The aim is to minimize SI error of SR by using ancillary data, which are highly related to SR, over the heterogeneous agricultural areas that comprise different crop species, irrigation techniques, topographic conditions and others. The Ordinary Kriging (OK) method was used to interpolate SR individual, moreover ancillary data (air temperature (Ta), vapor pressure deficit (VPD), digital elevation model (DEM)) were used to generate interpolation using Ordinary Co-Kriging (OCK) method. The results show that the best SR interpolation was achieved using OCK with ancillary data of “VPD and Ta together” up to 21% accuracy that can provide better assessment and management of crop development and yield.
机译:在这项研究中,利用土耳其东南部的81个农业气象台站的数据对太阳辐射(SR)的空间插值(SI)进行了检验。目的是通过使用与SR高度相关的辅助数据,在包括不同作物种类,灌溉技术,地形条件等在内的异类农业地区中,使SR的SI误差最小。使用普通Kriging(OK)方法对SR个体进行插值,此外,还使用辅助数据(气温(Ta),蒸气压赤字(VPD),数字高程模型(DEM))使用普通Co-Kriging(OCK)进行插值) 方法。结果表明,使用OCK结合“ VPD和Ta一起”的辅助数据可获得最佳的SR插值,准确度高达21%,可以更好地评估和管理农作物的生长和产量。

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