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Markov chain geostatistics

Markov chain geostatistics refer to the Markov chain spatial models, simulation algorithms and associated spatial correlation measures (e.g… 
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Papers overview

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2018
2018
Updating prior geologic uncertainty with GPR traveltime tomographic data
In a Popper-Bayes approach, the prior probability states the initial degree of uncertainty, which should be taken very large, and… 
2012
2012
Response to ‘Comments on “Combining spatial transition probabilities for stochastic simulation of categorical fields” with communications on some issues related to Markov chain geostatistics’
Li and Zhang (2012b, Comments on ‘Combining spatial transition probabilities for stochastic simulation of categorical fields… 
2012
2012
Comments on ‘Combining spatial transition probabilities for stochastic simulation of categorical fields’ with communications on some issues related to Markov chain geostatistics
Cao et al. (2011a) recently presented a method to implement the Tau model suggested by Journel (2002) for conditional simulation… 
2011
2011
Comments on ‘ An efficient maximum entropy approach for categorical variable prediction ’ by
Recently, Allard et al. (2011) published an interesting paper in which they proposed a Markov type Categorical Prediction (MCP… 
2010
2010
Stochastic inverse method for estimation of geostatistical representation of hydrogeologic stratigraphy using borehole logs and pressure observations
An approach is presented for identifying statistical characteristics of stratigraphies from borehole and hydraulic data. The… 
2009
2009
Simulating the spatial distribution of clay layer occurrence depth in alluvial soils with a Markov chain geostatistical approach
The spatial distribution information of clay layer occurrence depth (CLOD), particularly the spatial distribution maps of… 
2007
2007
The nonlinear Markov Chain Geostatistics
1. Abstract With the proposition of a Markov chain random field (MCRF) theory and its accompanying spatial measure – the… 
2006
2006
Visualizing Spatial Uncertainty of Multinomial Classes in Area-class Mapping
Area-class maps are conventionally delineated by human hands based on limited observed (or high-quality) data and expert… 
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