Real-time GIS data model and sensor web service platform for environmental data management

BackgroundEffective environmental data management is meaningful for human health. In the past, environmental data management involved developing a specific environmental data management system, but this method often lacks real-time data retrieving and sharing/interoperating capability. With the development of information technology, a Geospatial Service Web method is proposed that can be employed for environmental data management. The purpose of this study is to determine a method to realize environmental data management under the Geospatial Service Web framework.MethodsA real-time GIS (Geographic Information System) data model and a Sensor Web service platform to realize environmental data management under the Geospatial Service Web framework are proposed in this study. The real-time GIS data model manages real-time data. The Sensor Web service platform is applied to support the realization of the real-time GIS data model based on the Sensor Web technologies.ResultsTo support the realization of the proposed real-time GIS data model, a Sensor Web service platform is implemented. Real-time environmental data, such as meteorological data, air quality data, soil moisture data, soil temperature data, and landslide data, are managed in the Sensor Web service platform. In addition, two use cases of real-time air quality monitoring and real-time soil moisture monitoring based on the real-time GIS data model in the Sensor Web service platform are realized and demonstrated. The total time efficiency of the two experiments is 3.7 s and 9.2 s.ConclusionsThe experimental results show that the method integrating real-time GIS data model and Sensor Web Service Platform is an effective way to manage environmental data under the Geospatial Service Web framework.

[1]  Torsten Hägerstraand WHAT ABOUT PEOPLE IN REGIONAL SCIENCE , 1970 .

[2]  Peng Yue,et al.  Geospatial Service Web , 2010 .

[3]  Sven Kralisch,et al.  Environmental data management with the River Basin Information System , 2011 .

[4]  Ashley William Gunter,et al.  Getting it for free: Using Google earth™ and IL WIS to map squatter settlements in Johannesburg , 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

[5]  Jaroslav Pokorný,et al.  Database architectures: Current trends and their relationships to environmental data management , 2006, Environ. Model. Softw..

[6]  Josaphat Tetuko Sri Sumantyo,et al.  ALOS PALSAR D-InSAR for land subsidence mapping in Jakarta, Indonesia , 2010 .

[7]  Thomas G. Mueller,et al.  OPTIMIZING INVERSE DISTANCE WEIGHTED INTERPOLATION WITH CROSS-VALIDATION , 2005 .

[8]  G. Langran,et al.  A Framework For Temporal Geographic Information , 1988 .

[9]  Lu Feng Feature-Based Temporal-Spatial Data Modeling:State of the Art and Problem Discussion , 2001 .

[10]  Cao Zhi-yue An Object-oriented Spatio-temporal Data Model , 2002 .

[11]  Michael F. Worboys,et al.  A Unified Model for Spatial and Temporal Information , 1994, Comput. J..

[12]  Ricardo Quirós,et al.  gvSOS: A New Client for the OGC® Sensor Observation Service Interface Standard , 2009 .

[13]  Nengcheng Chen,et al.  An automatic SWILC classification and extraction for the AntSDI under a Sensor Web environment , 2010 .

[14]  T. Mueller,et al.  Map Quality for Ordinary Kriging and Inverse Distance Weighted Interpolation , 2004 .

[15]  Volker Coors,et al.  GEOMETRICAL AND TOPOLOGICAL MODELS FOR REAL-TIME GIS , 2004 .

[16]  Zhu Liang,et al.  ArcObjects-Based Eco-environmental Data Management Information System for Three Gorges Project , 2009, 2009 International Conference on Information Technology and Computer Science.

[17]  Zhu Xi-jun Object-oriented spatio-temporal data model in GIS , 2005 .

[18]  Wenzhong Shi,et al.  Development of a Process-Based Model for Dynamic Interaction in Spatio-Temporal GIS , 2002, GeoInformatica.

[19]  Liping Di,et al.  Geo-processing workflow driven wildfire hot pixel detection under sensor web environment , 2010, Comput. Geosci..

[20]  Michael F. Goodchild,et al.  Geographical data modeling , 1992 .

[21]  Joakim Wiklund,et al.  General packet radio service , 1999 .

[22]  Marc P. Armstrong,et al.  Temporality in Spatial Databases , 1988 .

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

[24]  Christian Bettstetter,et al.  GSM phase 2+ general packet radio service GPRS: Architecture, protocols, and air interface , 1999, IEEE Communications Surveys & Tutorials.

[25]  Laurian M. Chirica,et al.  The entity-relationship model: toward a unified view of data , 1975, SIGF.

[26]  Liping Di,et al.  Real-Time On-Demand Motion Video Change Detection in the Sensor Web Environment , 2011, Comput. J..

[27]  Donna Peuquet,et al.  An Event-Based Spatiotemporal Data Model (ESTDM) for Temporal Analysis of Geographical Data , 1995, Int. J. Geogr. Inf. Sci..

[28]  Jianya Gong,et al.  Geospatial Technology for Earth Observation , 2009 .

[29]  D. Wright,et al.  Marine and coastal geographical information systems , 1999 .

[30]  Xin,et al.  Research on marine environmental data management in China digital ocean prototype system , 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

[31]  Liping Di,et al.  An Efficient Method for Near-Real-Time On-Demand Retrieval of Remote Sensing Observations , 2011, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[32]  David W. S. Wong,et al.  An adaptive inverse-distance weighting spatial interpolation technique , 2008, Comput. Geosci..

[33]  Nengcheng Chen,et al.  Design and Implementation of Geospatial Sensor Web Information Public Service Platform , 2013 .

[34]  Kritika Mishra,et al.  Object-Oriented Data Modelling for Spatial Databases , 2016 .

[35]  M. Yuan Representing Complex Geographic Phenomena in GIS , 2001 .

[36]  G. Langran Time in Geographic Information Systems , 1990 .

[37]  Torsten Hägerstrand REFLECTIONS ON “WHAT ABOUT PEOPLE IN REGIONAL SCIENCE?” , 1989 .

[38]  Hongbo Yu,et al.  Spatio-temporal GIS Design for Exploring Interactions of Human Activities , 2006 .

[39]  M. Yuan Temporal Gis and Spatio-temporal Modeling , 2022 .

[40]  Nicholas Chrisman,et al.  Part 2: Issues and Problems Relating to Cartographic Data Use, Exchange and Transfer: The Role Of Quality Information In The Long-Term Functioning Of A Geographic Information System , 1984 .

[41]  Chenghu Zhou,et al.  Research on process-oriented spatio-temporal data model , 2010 .

[42]  Gong Jiany Spatiotemporal Data Model for Real-time GIS , 2014 .

[43]  Terence L. van Zyl,et al.  The Sensor Web: systems of sensor systems , 2009, Int. J. Digit. Earth.