 |
|
You are here: Wiki>AI_GEOSTATS Web>AI_GEOSTATSSoftware>SoftwareCodes>SWBMELib (18 Aug 2010, TheresiaFreska)Edit Attach
BMElib 2.0
Below is the detail information:| DEVELOPED | 2001-2005 |
| AUTHOR | George Christakos and Marc Serre University of North Carolina USA Patrick Bogaert Université Catholique de Louvain Belgium marc_serre(at)unc.edu |
| PLATFORM | MATLAB |
| PURPOSE | Space/time geostatistics, Bayesian Maximum Entropy |
| FUNCTIONS | + general statistics (histograms, probability plots) + variogram and cross variogram calculations in space/time (any spatial dimension) + BME using probabilistic and hard data + BME using interval and hard data + BME using hard data only (simple kriging) + BME using probabilistic and hard data with a trend model + BME using interval and hard data with a trend model + BME using hard data with a trend model (ordinary kriging and kriging with trend) + all estimation can use vector fields (e.g. cokriging) and be in the space/time domain + all estimation can be with transformation to handle non-Gaussian data + LU simulation + sequential gaussian simulation |
| CODES | Matlab codes available on request. |
| TIP | BMElib implements space/time estimation using the Bayesian Maximum Entropy (BME) theory. BME is a very general framework, which leads to the well known kriging algorithms (simple, ordinary, with mean trend model) as a special case under some limiting conditions (when unsing only hard data, etc.), but provides a more comprehensive model when using both hard AND soft data (as well as many other sorts of knowledge bases). |
| HOMEPAGE | Download is available from www.unc.edu/depts/case/BMELIB/ with the permission from the authors. |
Edit | Attach | Print version | History: r4 < r3 < r2 < r1 | Backlinks | View wiki text | Edit wiki text | More topic actions
Topic revision: r3 - 18 Aug 2010, TheresiaFreska
AI_GEOSTATSLegal Notice | Privacy Statement
Copyright © by the contributing authors. All material on this collaboration platform is the property of the contributing authors.
Ideas, requests, problems regarding Wiki? Send feedback
Copyright © by the contributing authors. All material on this collaboration platform is the property of the contributing authors. Ideas, requests, problems regarding Wiki? Send feedback