Evaluating Visualizations of Geospatial Uncertainty

نویسندگان

  • Trevor Barrett
  • Mary Hegarty
  • Grant McKenzie
  • Michael Goodchild
چکیده

Many techniques have been proposed for visualizing uncertainty in geospatial data. However previous empirical research on the effectiveness of visualizations of geospatial uncertainty has focused on user intuitions rather than objective measures of performance when reasoning under uncertainty (MacEachren, et. al, 2012). In two experiments, we examined the effectiveness of four alternative visualizations for representing geospatial uncertainty when reasoning about location data. Our task was presented in the context of a mobile mapping scenario where GPS satellite location readings produced different levels of uncertainty. Given a known location and the estimates of two smart phones of that known location, participants judged which smartphones produced the better location reading, taking uncertainty into account.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Beyond the Surface: Current Issues and Future Directions in Uncertainty Visualization Research

As people both reason and make decisions with uncertain geospatial data every day, it is important to understand the complexity of uncertainty, how it propagates through each dataset, and how to best visualize uncertainty to support reasoning and decision-making. When decisions are made from visualized geospatial data without the uncertainty explicitly mentioned or depicted with the dataset, it...

متن کامل

Effects of ensemble and summary displays on interpretations of geospatial uncertainty data

Ensemble and summary displays are two widely used methods to represent visual-spatial uncertainty; however, there is disagreement about which is the most effective technique to communicate uncertainty to the general public. Visualization scientists create ensemble displays by plotting multiple data points on the same Cartesian coordinate plane. Despite their use in scientific practice, it is mo...

متن کامل

Comprehensible and Interactive Visualizations of GIS Data in Augmented Reality

Most civil engineering tasks require accessing, surveying and modifying geospatial data in the field and referencing this virtual, geospatial information to the real world situation. Augmented Reality (AR) can be a useful tool to create, edit and update geospatial data representing real world artifacts by interacting with the 3D graphical representation of the geospatial data augmented in the u...

متن کامل

A Case of Visual and Interactive Data Analysis: Geospatial Redescription Mining

We present a method for visual and interactive geospatial redescription mining. The goal of geospatial redescription mining is to characterize geospatial areas using two different descriptions, such as their bioclimatic features and fauna. Indeed, one application of geospatial redescription mining is finding bioclimatic niches, i.e. explaining the distribution of species using their bioclimatic...

متن کامل

Evaluating implicit visualization of uncertainty for public policy decision support

Decision makers increasingly rely on science to inform public policy decisionmaking. Although this integration of science and policy offers the potential to support more informed decisions, scientific results are often not provided in a manner usable to decision makers. When faced with highly uncertain conditions, such as climate change, communicating science in a usable manner becomes even mor...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2014