Abstract :
A method for intra-hour, sub-kilometer cloud forecasting and irradiance nowcasting using a ground-based sky imager at the University
of California, San Diego is presented. Sky images taken every 30 s were processed to determine sky cover using a clear sky library
and sunshine parameter. From a two-dimensional cloud map generated from coordinate-transformed sky cover, cloud shadows at the
surface were estimated. Limited validation on four partly cloudy days showed that (binary) cloud conditions were correctly nowcast 70%
of the time for a network of six pyranometer ground stations spread out over an area of 2 km2. Cloud motion vectors were generated by
cross-correlating two consecutive sky images. Cloud locations up to 5 min ahead were forecasted by advection of the two-dimensional
cloud map. Cloud forecast error increased with increasing forecast horizon due to high cloud cover variability over the coastal site.
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