Bayesian maximum entropy approach and its applications: a review

J He, A Kolovos - Stochastic Environmental Research and Risk …, 2018 - Springer
The present paper reviews the conceptual framework and development of the Bayesian
Maximum Entropy (BME) approach. BME has been considered as a significant breakthrough …

Combining categorical and continuous spatial information within the Bayesian maximum entropy paradigm

MA Wibrin, P Bogaert, D Fasbender - Stochastic Environmental Research …, 2006 - Springer
Due to the fast pace increasing availability and diversity of information sources in
environmental sciences, there is a real need of sound statistical mapping techniques for …

Modern geostatistics: Computational BME analysis in the light of uncertain physical knowledge–the Equus Beds study

ML Serre, G Christakos - Stochastic Environmental Research and Risk …, 1999 - Springer
This paper is concerned with a computational formulation of the Bayesian maximum entropy
(BME) mapping method, which can handle rigorously and efficiently spatiotemporal …

Accounting for the uncertainty in the local mean in spatial prediction by Bayesian Maximum Entropy

TG Orton, RM Lark - Stochastic Environmental Research and Risk …, 2007 - Springer
Abstract Bayesian Maximum Entropy (BME) has been successfully used in geostatistics to
calculate predictions of spatial variables given some general knowledge base and sets of …

Bayesian maximum entropy analysis and mapping: a farewell to kriging estimators?

G Christakos, X Li - Mathematical Geology, 1998 - Springer
Abstract The Bayesian Maximum Entropy (BME) method of spatial analysis and mapping
provides definite rules for incorporating prior information, hard and soft data into the …

Practical calculation of non-Gaussian multivariate moments in spatiotemporal Bayesian maximum entropy analysis

DT Hristopulos, G Christakos - Mathematical Geology, 2001 - Springer
During the past decade, the Bayesian maximum entropy (BME) approach has been used
with considerable success in a variety of geostatistical applications, including the …

[图书][B] Maximum-Entropy and Bayesian Methods in Science and Engineering: Volume 2: Applications

G Erickson, CR Smith - 2013 - books.google.com
This volume has its origin in the Fifth, Sixth and Seventh Workshops on" Maximum-Entropy
and Bayesian Methods in Applied Statistics", held at the University of Wyoming, August 5-8 …

[图书][B] Maximum Entropy and Bayesian Methods: Santa Fe, New Mexico, USA, 1995 Proceedings of the Fifteenth International Workshop on Maximum Entropy and …

KM Hanson, RN Silver - 2012 - books.google.com
Maximum Entropy and Bayesian Methods: Santa Fe, New Mexico, USA, 1995 Proceedings of
the Fifteenth International Workshop on Maximum Entropy and Bayesian Methods Page 1 …

[图书][B] Data analysis: a Bayesian tutorial

D Sivia, J Skilling - 2006 - books.google.com
This is the second edition of the first tutorial book on Bayesian methods and maximum
entropy aimed at senior undergraduates in science and engineering. It takes the mystery out …

BME representation of particulate matter distributions in the state of California on the basis of uncertain measurements

G Christakos, ML Serre, JL Kovitz - Journal of Geophysical …, 2001 - Wiley Online Library
Maps of temporal and spatial values of annual averages of daily particulate matter (PM10)
concentrations were generated throughout the state of California using uncertain forms of …