“HC-1+HC-3” a long-term data set of daily solar radiation at surface
Résumé
he HelioClim databases contain satellite-derived estimates of the shortwave solar radiation at surface. The
HelioClim-1 database (HC1v4) covers the period from 1985 to 2005. The HelioClim-3 database (HC3v5) starts
from Feb 2004. Estimates from both databases were compared to qualified measurements performed in meteoro-
logical networks. Access to the HelioClim databases is provided by the SoDa Service (www.soda-pro.com). The
databases differ in the temporal and spatial supports of information. The temporal resolution is 1 day for HC1v4
and 15 min for HC3v5. The spatial resolution is approximately 5 km for HC3v5. The situation is a bit more com-
plex for HC1v4 where the estimates are computed on pixels of approximately 5 km in size, but pixels are spaced
by approximately 30 km. Fusing both databases to get a long-term time-series starting in 1985 and spanning more
than 30 years is appealing but challenging.
Estimates in HC3v5 have been converted into daily irradiation. Then, HC1v4 and HC3v5 were compared to each
other for the common period Feb 2004 to Dec 2005. Several methods were tested to adjust HC1v4 onto HC3v5
as the latter is more accurate than the former. In other words, the processing aims at improving the accuracy of
HC1v4. In situ measurements from 17 stations were used to assess the performances of each method compared to
what is obtained with the original HC1v4. No method clearly surpasses the others. The method based on a quantile
mapping technique applied to the clearness index exhibits better results than the others and than the original HC1v4
for all indicators: correlation coefficient, median, standard deviation and root mean square of the errors. The bias
is an exception: it is improved in 12 stations out of 17 and exhibit a slight degradation in the 5 remaining cases.
Once the HC1v4 database adjusted onto HC3v5 for the period Feb 2004 – Dec 2005, the same adjustment function
is applied to HC1v4 for the period Jan 1985 – Jan 2004. Eventually, the adjusted HC1v4 is concatenated to HC3v5
to yield a consistent time-series of daily shortwave irradiation at surface spanning more than 30 years.
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