Digital Commons Network^™

Identifying And Explaining Map Quality Through Provenance: A User Study, Nicholas Ricky Del Rio, Paulo Pinheiro Da Silva

Departmental Technical Reports (CS)

Applications deployed on cyber-infrastructures often rely on multiple data sources and distributed compute resources to access, process, and derive results. When application results are maps, it is possible that non-intentional imperfections can get introduced into the map generation processes because of several reasons including the use of low quality datasets, use of data filtering techniques incompatible for the kind of map to be generated, or even the use of inappropriate mapping parameters, e.g., low-resolution gridding parameters. Without some means for accessing and visualizing the provenance associated with map generation processes, i.e., metadata about information sources and methods used to derive …

How To Efficiently Process Uncertainty Within A Cyberinfrastructure Without Sacrificing Privacy And Confidentiality, Luc Longpre, Vladik Kreinovich

Departmental Technical Reports (CS)

In this paper, we propose a simple solution to the problem of estimating uncertainty of the results of applying a black-box algorithm -- without sacrificing privacy and confidentiality of the algorithm.

Using Expert Knowledge In Solving The Seismic Inverse Problem, Matthew G. Averill, Kate Miller, George R. Keller, Vladik Kreinovich, Roberto Araiza, Scott A. Starks

Departmental Technical Reports (CS)

For many practical applications, it it important to solve the seismic inverse problem, i.e., to measure seismic travel times and reconstruct velocities at different depths from this data. The existing algorithms for solving the seismic inverse problem often take too long and/or produce un-physical results -- because they do not take into account the knowledge of geophysicist experts. In this paper, we analyze how expert knowledge can be used in solving the seismic inverse problem.

Towards Secure Cyberinfrastructure For Sharing Border Information, Ann Q. Gates, Vladik Kreinovich, Luc Longpre, Paulo Pinheiro Da Silva, Randy G. Keller

Departmental Technical Reports (CS)

In many border-related issues ranging from economic collaboration to border security, it is extremely important that bordering countries share information. One reason why such sharing is difficult is that different countries use different information formats and data structures. It is therefore desirable to design infrastructure to facilitate this information sharing.

UTEP is a lead institution in a similar NSF-sponsored multi-million geoinformatics project, whose goal is to combine diverse and complex geophysical and geographical data stored in different formats and data structures. We describe our experience in using and developing related web service techniques, and we explain how this experience can …

Geon: Geophysical Data Add The 3rd Dimension In Geospatial Studies, R. Aldouri, George R. Keller, Ann Q. Gates, J. Rasillo, Leonardo Salayandia, Vladik Kreinovich, John M. Seeley, P. Taylor, S. Holloway

Departmental Technical Reports (CS)

A major trend in GIS is the addition of subsurface information to provide a 3-D perspective on data. Geophysical data provide information about subsurface structures and conditions, but require considerable analysis. The 4-D emphasis with the GEON projects has required the development of many sophisticated tools to allow users to utilize geophysical datasets that will be available on the GEON grid. Our group has created tools that will allow users to search new gravity and magnetic databases of the entire U.S. These tools will extract specific records from an Oracle database, and display the points over a map, grid and …