Visualization and level-of-detail of metadata for interactive exploration of Sensor Web

There are several issues with Web-based search interfaces on a Sensor Web data infrastructure. It can be difficult to (1) find the proper keywords for the formulation of queries and (2) explore the information if the user does not have previous knowledge about the particular sensor systems providing the information. We investigate how the visualization of sensor resources on a 3D Web-based Digital Earth globe organized by level-of-detail (LOD) can enhance search and exploration of information by easing the formulation of geospatial queries against the metadata of sensor systems. Our case study provides an approach inspired by geographical mashups in which freely available functionality and data are flexibly combined. We use PostgreSQL, PostGIS, PHP, and X3D-Earth technologies to allow the Web3D standard and its geospatial component to be used for visual exploration and LOD control of a dynamic scene. Our goal is to facilitate the dynamic exploration of the Sensor Web and to allow the user to seamlessly focus in on a particular sensor system from a set of registered sensor networks deployed across the globe. We present a prototype metadata exploration system featuring LOD for a multiscaled Sensor Web as a Digital Earth application.

[1]  Bjorn Sandvik,et al.  Using KML for Thematic Mapping , 2008 .

[2]  Chen-Chieh Feng,et al.  Ontology-based Data Exchange and Integration: an Experience in CyberInfrastructure of Sensor Network Based Monitoring System , 2011 .

[3]  Kathleen Stewart,et al.  Linking Geosensor Network Data and Ontologies to Support Transportation Modeling , 2006, GSN.

[4]  Robert G. Raskin,et al.  Knowledge representation in the semantic web for Earth and environmental terminology (SWEET) , 2005, Comput. Geosci..

[5]  Amit P. Sheth,et al.  Knowledge Representation on the Semantic Web , 2007 .

[6]  Keith C. Clarke,et al.  Interactive Visual Exploration of a Large Spatio-temporal Dataset: Reflections on a Geovisualization Mashup. , 2007, IEEE Transactions on Visualization and Computer Graphics.

[7]  Abbas Rajabifard,et al.  Assessing the worldwide developments of national spatial data clearinghouses , 2004, Int. J. Geogr. Inf. Sci..

[8]  Chih-Yuan Huang,et al.  Capturing the Long Tail of Sensor Web , 2010 .

[9]  Trias Aditya,et al.  A Search Interface for an SDI: Implementation and Evaluation of Metadata Visualization Strategies , 2007, Trans. GIS.

[10]  Ioannis G. Tollis,et al.  3D Visualization of Semantic Metadata Models and Ontologies , 2004, Graph Drawing.

[11]  Christoph Stasch,et al.  Ontology-Based Integration of Sensor Web Services in Disaster Management , 2009, GeoS.

[12]  Uwe Jasnoch,et al.  Visualization techniques in metadata information systems for geospatial data , 2001 .

[13]  Amit P. Sheth,et al.  Semantic Sensor Web , 2008, IEEE Internet Computing.

[14]  Paula Ahonen-Rainio Visualization of geospatial metadata for selecting geographic datasets , 2005 .

[15]  Penelope Vounatsou,et al.  Virtual globes and geospatial health: the potential of new tools in the management and control of vector-borne diseases. , 2009, Geospatial health.

[16]  Christoph Stasch,et al.  New Generation Sensor Web Enablement , 2011, Sensors.

[17]  Riccardo Albertoni,et al.  Visualization and semantic analysis of geographic metadata , 2005, GIR '05.

[18]  GeoCENS: Geospatial Cyberinfrastructure for Environmental Sensing , 2010 .

[19]  Cartik R. Kothari,et al.  Building a Sensor Ontology: A Practical Approach Leveraging ISO and OGC Models , 2005, IC-AI.

[20]  Luis Bermudez,et al.  A Marine Platforms Ontology: Experiences and Lessons , 2006 .

[21]  Krzysztof Janowicz,et al.  The Stimulus-Sensor-Observation Ontology Design Pattern and its Integration into the Semantic Sensor Network Ontology , 2010, SSN.

[22]  Brian M. Tomaszewski Situation awareness and virtual globes: Applications for disaster management , 2011, Comput. Geosci..

[23]  Michael Zöllner,et al.  X3DOM: a DOM-based HTML5/X3D integration model , 2009, Web3D '09.

[24]  Jennifer Golbeck,et al.  Visualization of semantic metadata and ontologies , 2003, Proceedings on Seventh International Conference on Information Visualization, 2003. IV 2003..

[25]  Kate Beard,et al.  Multidimensional ranking for data in digital spatial libraries , 1997, International Journal on Digital Libraries.

[26]  B. Nicula,et al.  Visualization of Distributed Solar Data and Metadata with the Solar Weather Browser , 2008 .

[27]  Amit P. Sheth,et al.  SemSOS: Semantic sensor Observation Service , 2009, 2009 International Symposium on Collaborative Technologies and Systems.

[28]  Trias Aditya,et al.  Aim4GDI: Facilitating the Synthesis of GDI Resources through Mapping and Superimpositions of Metadata Summaries , 2007, GeoInformatica.

[29]  Florian Probst Ontological Analysis of Observations and Measurements , 2006, GIScience.

[30]  Simon Harding,et al.  Exploring geo-temporal differences using GTdiff , 2011, 2011 IEEE Pacific Visualization Symposium.