Inter-comparison and validation against in-situ measurements of satellite estimates of incoming solar radiation for Central Africa: From the annual means to the diurnal cycles

Ouhechou Amine, Philippon Nathalie, Morel Béatrice, Trentmann Jörg, Graillet Alexandre, Mariscal Armand, Nouvellon Yann. 2023. Inter-comparison and validation against in-situ measurements of satellite estimates of incoming solar radiation for Central Africa: From the annual means to the diurnal cycles. Atmospheric Research, 287:106711, 20 p.

https://doi.org/10.1016/j.atmosres.2023.106711

Article de revue ; Article de recherche ; Article de revue à facteur d'impact

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Résumé : This study pictures for the first time incoming solar radiation mean evolution in Central Africa, intercomparing 8 gridded products (namely CERES-EBAF, CERES-SYN1deg, TPDC, CMSAF SARAH-2, CMSAF CLARA-A2, CAMS-JADE satellite products, as well as ERA5 reanalysis and WorldClim 2 interpolated measurements) and station-based estimations (FAOCLIM 2) or measurements. At the mean annual scale, all products picture low levels of global horizontal irradiance (GHI) to the west (SW Cameroon to SW Republic of Congo) and higher levels towards the north and south margins of the region. However, GHI levels in the CMSAF products are much higher than in CERES and TPDC. The mean annual cycles of GHI extracted for 6 sub-regions are bimodal, with two maxima during the two rainy seasons (March–May and September–November) and two minima during the two dry seasons (December–February and June–August). These seasonal cycles are well reproduced by most products except their amplitude which is dampened in TPDC. At the daily and sub-daily time-scales, products were compared with in-situ measurements from ten meteorological stations located in the western part of Central Africa. The products' performance is assessed through scores as bias and RMSE but also by considering the diurnal cycles' shape, amplitude and frequency of occurrence along the annual cycle. The products properly reproduce the shape of the four types of diurnal cycles with nonetheless noticeable differences in the cycle's frequencies of occurrence.

Mots-clés Agrovoc : mesure (activité), évolution, radiation solaire

Mots-clés géographiques Agrovoc : Cameroun, Afrique centrale, Afrique, Congo

Mots-clés libres : Solar radiation, Central Africa, Remote Sensing, Diurnal cycles

Classification Agris : U30 - Méthodes de recherche

Champ stratégique Cirad : CTS 7 (2019-) - Hors champs stratégiques

Agences de financement hors UE : Agence Nationale de la Recherche, Deutsche Forschungsgemeinschaft

Projets sur financement : (FRA) Dynamique, variabilité et effets bioclimatiques des nuages bas sur la façade Atlantique de l'Afrique Centrale

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