JOURNAL ARTICLE

Nearest Neighbor Spacing of Fair Weather Cumulus Clouds

Joachim H. JosephRobert F. Cahalan

Year: 1990 Journal:   Journal of Applied Meteorology Vol: 29 (8)Pages: 793-805   Publisher: American Meteorological Society

Abstract

Histograms of nearest neighbor spacings of fair weather cumulus at 15 locations Over the world's oceans are presented based on the analysis of high resolution LANDSAT 3 Multispectral Scanner images for amounts of cloud cover ranging from 0.6% to 37.6%. These histograms are found to be essentially the same at all locations analysed, similarly to our previous findings on the size distributions and the fractal dimensions of the perimeters for this cloud type. The nearest neighbor spacings are linearly dependent on the effective cloud radii, with a proportionality factor ranging from five to twenty. The histograms peak at about 0.5 km. Nearest-neighbor spacings smaller than about a kilometer, associated with cumulus clouds with an effective radius less than a few hundred meters, have a distribution of cloud centers that is almost independently distributed in the horizontal plane and show a tendency for the formation of clumps. Larger spacings of up to thirty kilometers occur and are associated with the larger clouds. These latter spacings are not independent.

Keywords:
Multispectral Scanner Histogram Ranging Cloud cover Fractal dimension RADIUS Effective radius k-nearest neighbors algorithm Environmental science Meteorology Fractal Remote sensing Physics Geology Cloud computing Geodesy Astrophysics Mathematics Computer science

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Citation History

Topics

Atmospheric aerosols and clouds
Physical Sciences →  Environmental Science →  Global and Planetary Change
Aeolian processes and effects
Physical Sciences →  Earth and Planetary Sciences →  Earth-Surface Processes
Meteorological Phenomena and Simulations
Physical Sciences →  Earth and Planetary Sciences →  Atmospheric Science

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