A probabilistic framework for representing and simulating uncertain environmental variables

GBM Heuvelink, JD Brown… - International Journal of …, 2007 - Taylor & Francis
Understanding the limitations of environmental data is important for managing
environmental systems effectively and for encouraging the responsible use of uncertain …

The Data Uncertainty Engine (DUE): A software tool for assessing and simulating uncertain environmental variables

JD Brown, GBM Heuvelink - Computers & Geosciences, 2007 - Elsevier
This paper describes a software tool for:(1) assessing uncertainties in environmental data;
and (2) generating realisations of uncertain data for use in uncertainty propagation …

Prospects for the open treatment of uncertainty in environmental research

JD Brown - Progress in Physical Geography, 2010 - journals.sagepub.com
Current treatments of uncertainty in environmental research embody several myths about
the causes and consequences of imperfect knowledge, namely:(1) the dominant role of …

Georeferencing locality descriptions and computing associated uncertainty using a probabilistic approach

Q Guo, Y Liu, J Wieczorek - International Journal of Geographical …, 2008 - Taylor & Francis
Locality information for specimens of geological, biological, and cultural objects is
traditionally stored as textual descriptions. With an increasing demand for natural and …

[PDF][PDF] Uncertainty analysis

E Smith - Encyclopedia of environmetrics, 2002 - Citeseer
In risk assessment, available information is collected and utilized to make decisions
regarding the risk associated with a particular stressor such as a chemical, biological, or …

Uncertainty analysis in environmental modelling under a change of spatial scale

GBM Heuvelink - Soil and Water Quality at Different Scales: Proceedings …, 1998 - Springer
Although environmental processes at large scales are to a great degree the resultant of
processes at smaller scales, models representing these processes can vary considerably …

Representing spatial uncertainty using distances and kernels

C Scheidt, J Caers - Mathematical Geosciences, 2009 - Springer
Assessing uncertainty of a spatial phenomenon requires the analysis of a large number of
parameters which must be processed by a transfer function. To capture the possibly of a …

Toward a comprehensive view of uncertainty in remote sensing analysis

JL Dungan - Uncertainty in remote sensing and GIS, 2002 - Wiley Online Library
The topic of uncertainty has been receiving increasing attention in the geographical
sciences (Kundzewicz, 1995; Mowrer and Congalton, 2000; Hunsaker et al., 2001; Odeh …

Efficient sampling techniques for uncertainties in risk analysis

R Wang, U Diwekar… - Environmental …, 2004 - Wiley Online Library
Risk and policy analysis involves consideration of uncertainties. A quantitative probabilistic
method for uncertainty analysis includes:(1) quantifying and assigning probabilistic …

Developments in statistical approaches to spatial uncertainty and its propagation

GBM Heuvelink, PA Burrough - International Journal of …, 2002 - Taylor & Francis
As most readers of this journal are aware, the issue of spatial data quality is a recurring
theme on the GI Science agenda. Over the past 15 years, an impressive number of scienti c …