Because of
their large spatial coverage, satellite data have proven useful in evaluating dust sources, transport and deposition in global models.
Not exact matches
The processing of these observations is straightforward, but
large gaps in
spatial coverage compromise the reliability of global averages, and changes in instrumentation can give rise to spurious trends.
Compared to most datasets of this type (e.g., Jones 1994), this initial release of GHCN was
larger and had more detailed
spatial coverage.»
If a
larger number of stations are chosen to provide
spatial coverage, confidence limits would be wider owing to poor data quality.
But use enough weather stations, and your answer is not only better because you have better
spatial coverage, but because errors — even pretty
large errors — in one of the weather stations probably won't affect your result.
Prior to 1988, the satellite data that Trenberth uses is not available, but it is known that long term records in radiosondes contain
large inhomogeneities due to improving observing systems, increasing
spatial resolution (but still very little ocean
coverage), and the NCEP data in particular contains
large model biases.