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Marchand M, Ghennioui A, Wey E, Wald L. Comparison of several satellite-derived databases of surface solar radiation against ground measurement in Morocco. ADVANCES IN SCIENCE AND RESEARCH 2018. [DOI: 10.5194/asr-15-21-2018] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
Abstract. HelioClim-3v4 (HC3v4), HelioClim-3v5 (HC3v5) and the radiation service
version 2 of the Copernicus Atmosphere Monitoring Service (CAMS-Rad) are
databases that contain hourly values of solar radiation at ground level.
These estimated hourly irradiations are compared to coincident measurements
made at five stations in Morocco. The correlation coefficients between
measurements and estimates are similar for the three databases and around
0.97–0.98 for global irradiation. For the direct irradiation, the
correlation coefficients are around 0.70–0.79 for HC3v4, 0.79–0.84 for
HC3v5 and 0.78–0.87 for CAMS-Rad. For global irradiation, the bias relative
to the average of the measurements is small and ranges between −6 and
−1 % for HC3v4, −4 and 0 % for HC3v5, and −4 and 7 % for
CAMS-Rad; HC3v4 and HC3v5 exhibit a tendency to slightly underestimate the
global irradiation. The root mean square error (RMSE) ranges between 53
(12 %) and 72 Wh m−2 (13 %) for HC3v4, 55 (12 %) and
71 Wh m−2 (13 %) for HC3v5, and 59 (11 %) and 97 Wh m−2
(21 %) for CAMS-Rad. For the direct irradiation, the relative bias ranges
between −16 and 21 % for HC3v4, −7 and 22 % for HC3v5, and −18 and
7 % for CAMS-Rad. The RMSE ranges between 170 (28 %) and
210 Wh m−2 (33 %) for HC3v4, 153 (25 %) and 209 Wh m−2
(40 %) for HC3v5, and 159 (26 %) and 244 Wh m−2 (39 %) for
CAMS-Rad. HC3v5 captures the temporal and spatial variability of the
irradiation field well. The performance is poorer for HC3v4 and CAMS-Rad
which exhibit more variability from site to site. As a whole, the three
databases are reliable sources on solar radiation in Morocco.
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Marchand M, Al-Azri N, Ombe-Ndeffotsing A, Wey E, Wald L. Evaluating meso-scale change in performance of several databases of hourly surface irradiation in South-eastern Arabic Pensinsula. ADVANCES IN SCIENCE AND RESEARCH 2017. [DOI: 10.5194/asr-14-7-2017] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
Abstract. The solar hourly global irradiation received at ground level estimated by the databases HelioClim-3v4, HelioClim-3v5 and CAMS Radiation Service are compared to coincident measurements made in five stations in Oman and Abu Dhabi. CAMS is an abbreviation of Copernicus Atmosphere Monitoring Service. Each database describes the hour-to-hour changes in irradiation very well with correlation coefficients greater than 0.97 for all stations. Each database exhibits a tendency to underestimate the irradiation in this area; the bias is small and less than 5 % of the average of the measurements in absolute value. The RMSE ranges between 70 and 90 Wh m−2 (11 to 16 %). This validation of the three databases for this arid region on the edge of the Meteosat coverage reveals satisfactory results. Each database captures accurately the temporal and spatial variability of the irradiance field. It is found that the three databases do not exhibit noticeable geographical changes in performances and are reliable sources to assess the SSI in this region.
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