GeoVISTA Studio: A Geocomputational Workbench

نویسندگان

  • Mark Gahegan
  • Masahiro Takatsuka
  • Frank Hardisty
چکیده

One barrier to the uptake of Geocomputation is that, unlike GIS, it has no system or toolbox that provides easy access to useful functionality. This paper describes an experimental environment, GeoVISTA Studio, that attempts to address this shortcoming. Studio is a Java-based, visual programming environment that allows for the rapid, programming free development of complex data exploration and knowledge construction applications to support geographic analysis. It achieves this by leveraging advances in geocomputation, software engineering, visualisation and machine learning. At the time of writing, Studio contains full 3D rendering capability and has the following functionality: interactive parallel coordinate plots, visual classifier, sophisticated colour selection (including Munsell colour-space), spreadsheet, statistics package, self-organising map (SOM) and learning vector quantisation. Through examples of Studio at work, this paper demonstrates the roles that geocomputation and visualization can play throughout the scientific cycle of knowledge creation, emphasising their supportive and mutually beneficial relationship. A brief overview of the design of Studio is also given. Results are presented to show practical benefits of a combined visual and geocomputational approach to analysing and understanding complex geospatial datasets.

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

Sharing Exploratory Geospatial Analysis and Decision Making using GeoVISTA Studio: From a Desktop to the Web

The main objective of the GeoVISTA Studio project is to improve geoscientific analysis by providing an environment that operationally integrates a wide range of analysis activities, including those both computationally and visually based. We argue here that improving the infrastructure used in analysis has far-reaching potential to better integrate human-based and computationally-based expertis...

متن کامل

GeoVISTA Studio: A Codeless Visual Programming Environment For Geoscientific Data Analysis And Visualization

The fundamental goal of the GeoVISTA Studio project is to improve geoscientific analysis by providing an environment that operationally integrates a wide range of analysis activities, including those both computationally and visually based. We argue here that improving the infrastructure used in analysis has far-reaching potential to better integrate human-based and computationally-based expert...

متن کامل

Quality Graphics in Web-Based Applications for Summarizing Government Agency Data

High quality graphics aid federal government agencies in summarizing, analyzing, and disseminating federal statistical summaries, especially large highly complex summaries. The research efforts in Penn State Geography and the GeoVISTA Center (www.geovista.psu.edu), supported by a NSF Digital Government grant (#99883451), continue to develop web-based applications for exploring, analyzing, and p...

متن کامل

Dialog Studio: An Example Based Spoken Dialog System Development Workbench

In recent years, spoken dialog systems have been exploited by many researchers, but it is still too early to apply it for practical use in commercial fields. In addition to the inaccuracy of each component of dialog systems including automatic speech recognizer (ASR), spoken language understanding (SLU), and dialog management (DM), the inconvenience and the high cost of maintaining and upgradin...

متن کامل

Integrating SHriMP with the IBM websphere studio workbench

This paper provides an experience report for researchers who are interested in integrating their tools with the new IBM WebSphere Studio Workbench. The Workbench (open source at www.eclipse.org) provides an open framework for building integrated development environments. We report on our experience integrating an information visualization tool (called SHriMP Views) with the IBM Workbench. Altho...

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 2000