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Improving HelioClim-3 estimates of surface solar irradiance using the McClear clear-sky model and recent advances in atmosphere composition

机译:使用MCLCEL CLEAR-SKY模型改善Helioclim-3对表面太阳辐照度的估计,以及大气组成中最近的进展

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The HelioClim-3 database (HC3v3) provides records of surface solar irradiation every 15 min, estimated by processing images from the geostationary meteorological Meteosat satellites using climatological data sets of the atmospheric Linke turbidity factor. This technical note proposes a method to improve a posteriori HC3v3 by combining it with data records of the irradiation under clear skies from the new McClear clear-sky model, whose inputs are the advanced global aerosol property forecasts and physically consistent total column content in water vapour and ozone produced by the MACC (Monitoring Atmosphere Composition and Climate) projects. The method is validated by comparison with a series of ground measurements for 15 min and 1 h for 6 stations and for daily irradiation for 23 stations. The correlation coefficient is large, greater than respectively 0.92, 0.94, and 0.97, for 15 min, 1 h and daily irradiation. The bias ranges from ?4 to 4% of the mean observed irradiation for most sites. The relative root mean square difference (RMSD) varies between 14 and 38% for 15 min, 12 and 33% for 1 h irradiation, and 6 and 20% for daily irradiation. As a rule of thumb, the farther from the nadir of the Meteosat satellite located at latitude 0° and longitude 0°, and the greater the occurrence of fragmented cloud cover, the greater the relative RMSD. The method improves HC3v3 in most cases, and with no degradation in the others. A systematic correction of HC3v3 with McClear is recommended.
机译:Helioclim-3数据库(HC3V3)每15分钟提供表面太阳照射的记录,通过使用大气临时浊度因子的气候数据集处理来自地球化学气象型卫星的图像。本技术说明提出了一种通过将其与新的MC明清晰度模型的透明天空下辐射的数据记录相结合改进后验HC3V3的方法,其投入是高级全球气溶胶属性预测和物理上一致的水蒸气中的总柱含量由MACC(监测大气组成和气候)项目生产的臭氧。通过与一系列接地测量进行验证,验证了该方法15分钟,对于6个站,每天照射23个站。相关系数大,分别为0.92,0.94和0.97,持续15分钟,1小时和日常辐照。偏差范围为4至4%的平均观察到的大多数地点的辐照。相对根均方差(RMSD)在14至38%之间变化15分钟,12和33%,每日辐射的6%和20%。作为经验的规则,距离纬度0°的Meteosat卫星的Nadir越远,经度0°,并且碎片后云覆盖的发生越大,相对RMSD越大。该方法在大多数情况下改善HC3V3,并且其他情况下没有降级。建议使用MCLCL的HC3V3系统校正。

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