Simulation of vector semi-binary homogeneous random fields and modeling of broken clouds
Sibirskij žurnal vyčislitelʹnoj matematiki, Tome 11 (2008) no. 3, pp. 347-356

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A vector-valued homogeneous random field will be called semi-binary if its single-point marginal distribution is a mixture of a singular distribution and a continuous one. In this paper, we present methods of numerical simulation of semi-binary fields on the basis of the correlation structure and the marginal distribution. As an example, we construct a combined model of cloud top height and optical thickness using satellite observations results.
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     author = {S. M. Prigarin and A. L. Marshak},
     title = {Simulation of vector semi-binary homogeneous random fields and modeling of broken clouds},
     journal = {Sibirskij \v{z}urnal vy\v{c}islitelʹnoj matematiki},
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S. M. Prigarin; A. L. Marshak. Simulation of vector semi-binary homogeneous random fields and modeling of broken clouds. Sibirskij žurnal vyčislitelʹnoj matematiki, Tome 11 (2008) no. 3, pp. 347-356. http://geodesic.mathdoc.fr/item/SJVM_2008_11_3_a8/