[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
10.1145/3152178.3152183acmconferencesArticle/Chapter ViewAbstractPublication PagesgisConference Proceedingsconference-collections
research-article

Towards a hybrid framework for the visualization and analysis of 3D spatial data

Published: 07 November 2017 Publication History

Abstract

Several geospatial problems like urban subsurface analysis involve data from multiple domains and nature. For instance, an urban infrastructure analysis must take into account not only the urban elements but their geological environment. This requires the definition of hybrid schemes and algorithms that keep the dimensionality and domain of the data, while allowing the joint management of both representations in a combined way. In addition, a proper 3D visualization method that shows those heterogeneous data together can be very useful for geoscientific and GIS professionals. In this paper, we present the foundations of a real-time 3D visualization framework capable of rendering field and vector data, as well as a set of operations that can solve many problems for engaging data from different domains. We propose the use of the Stack-Based Representation of Terrains for field data which provides a whole 3D representation of volumetric terrains while allowing an efficient memory usage. The resulting hybrid framework can help geoscientists and engineers to analyze 3D complex geospatial data and make decisions at a glance.

References

[1]
E. Arnone, A. Francipane, A. Scarbaci, C. Puglisi, and L. V. Noto. 2016. Effect of raster resolution and polygon-conversion algorithm on landslide susceptibility mapping. Environmental Modelling and Software 84 (2016), 467--481.
[2]
B. Benes and R. Forsbach. 2001. Layered data representation for visual simulation of terrain erosion. In Proceedings Spring Conference on Computer Graphics.
[3]
Filip Biljecki, Hugo Ledoux, and Jantien Stoter. 2017. Generating 3D city models without elevation data. Computers, Environment and Urban Systems 64 (2017), 1--18.
[4]
J. E. Bresenham. 1965. Algorithm for computer control of a digital plotter. IBM Systems Journal 4, 1 (1965), 25--30.
[5]
Stephen Brooks and Jacqueline L. Whalley. 2008. Multilayer hybrid visualizations to support 3D GIS. Computers, Environment and Urban Systems 32, 4 (jul 2008), 278--292.
[6]
Tao Chen and Markus Schneider. 2009. Data Structures and Intersection Algorithms for 3D Spatial Data Types Categories and Subject Descriptors. In Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. 148--157.
[7]
Yujiao Chen, Holly W. Samuelson, and Zheming Tong. 2016. Integrated design workflow and a new tool for urban rainwater management. Journal of Environmental Management 180 (2016), 45--51.
[8]
Lidija Čomić, Leila De Floriani, Federico Iuricich, and Ulderico Fugacci. 2014. Topological modifications and hierarchical representation of cell complexes in arbitrary dimensions. Computer Vision and Image Understanding 121 (apr 2014), 2--12.
[9]
ESRI. Environmental Systems Research Institute. 2017. ArcGIS. http://www.esri.com/arcgis/about-arcgis. (2017).
[10]
Nivan Ferreira, Marcos Lage, Harish Doraiswamy, Huy Vo, Luc Wilson, Heidi Werner, Muchan Park, and Claudio Silva. 2015. Urbane: A 3D framework to support data driven decision making in urban development. 2015 IEEE Conference on Visual Analytics Science and Technology (VAST) 00 (2015), 97--104.
[11]
Geosoft Inc. 2017. Target for ArcGIS. http://www.geosoft.com/products/arcgis-extensions/target-arcgis/overview
[12]
Michael F. Goodchild, May Yuan, and Thomas J. Cova. 2007. Towards a general theory of geographic representation in GIS. International Journal of Geographical Information Science 21, 3 (2007), 239--260.
[13]
Alejandro Graciano-Segura, Antonio Jesús Rueda-Ruiz, and Francisco Ramón Feito-Higueruela. 2017. Real-time visualization of 3D terrains and subsurface geological structures. Advances in Engineering Software (In press).
[14]
GRASS Development Team. 2016. Geographic Resources Analysis Support System (GRASS GIS) Software, Version 7.0. Open Source Geospatial Foundation. http://grass.osgeo.org
[15]
Gerhard Gröger and Lutz Plümer. 2012. CityGML -- Interoperable semantic 3D city models. ISPRS Journal of Photogrammetry and Remote Sensing 71 (jul 2012), 12--33.
[16]
Gerhard Gröger and Lutz Plümer. 2012. Transaction rules for updating surfaces in 3D GIS. ISPRS Journal of Photogrammetry and Remote Sensing 69 (apr 2012), 134--145.
[17]
J. L. Gunnink, D. Maljers, S. F. Van Gessel, A. Menkovic, and H. J. Hummelman. 2013. Digital Geological Model (DGM): A 3D raster model of the subsurface of the Netherlands. Geologie en Mijnbouw/Netherlands Journal of Geosciences 92, 1 (2013), 33--46.
[18]
Jiateng Guo, Lixin Wu, Wenhui Zhou, Jizhou Jiang, and Chaoling Li. 2016. Towards Automatic and Topologically Consistent 3D Regional Geological Modeling from Boundaries and Attitudes. ISPRS International Journal of Geo-Information 5, 2 (2016), 17.
[19]
Markus Hadwiger, Joe M. Kniss, Christof Rezk-salama, Daniel Weiskopf, and Klaus Engel. 2006. Real-time Volume Graphics. A. K. Peters, Ltd. 497 pages.
[20]
Haibo Hu. 2014. An algorithm for converting weather radar data into GIS polygons and its application in severe weather warning systems. International Journal of Geographical Information Science 28, 9 (2014), 1--16.
[21]
Flemming Jørgensen, Rasmus Rønde Møller, Lars Nebel, Niels-Peter Jensen, Anders Vest Christiansen, and Peter B. E. Sandersen. 2013. A method for cognitive 3D geological voxel modelling of AEM data. Bulletin of Engineering Geology and the Environment 72, 3--4 (2013), 421--432.
[22]
Oliver Kersting. 2002. Interactive 3D Visualization of Vector Data in GIS. In Proceedings of the 10th ACM International Symposium on Advances in Geographic Information Systems. McLean, Virginia, USA, 107--112.
[23]
Matthias Kreuseler. 2000. Visualization of geographically related multidimensional data in virtual 3D scenes. Computers & Geosciences 26 (2000), 101--108.
[24]
Y. Liu, M. F. Goodchild, Q. Guo, Y. Tian, and L. Wu. 2008. Towards a General Field model and its order in GIS. International Journal of Geographical Information Science 22, 6 (2008), 623--643.
[25]
Paul A Longley, Michael F Goodchild, David J Maguire, and David W Rhind. 2016. Geographic Information Science and Systems (4 ed.). John Wiley & Sons.
[26]
Michael Maxelon, Philippe Renard, Gabriel Courrioux, Martin Brändli, and Neil Mancktelow. 2009. A workflow to facilitate three-dimensional geometrical modelling of complex poly-deformed geological units. Computers & Geosciences 35, 3 (mar 2009), 644--658.
[27]
Martien Molenaar. 1990. A formal data structure for 3D vector maps. In Proceedings of EGIS'90 (GI '10). Amsterdam, The Netherlands, 770--781.
[28]
Mohammed Mostefa, Leila De Floriani, and Paola Magillo. 2009. Morphology Analysis of 3D Scalar Fields Based on Morse Theory and Discrete Distortion. In Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. Seattle, Washington, 187--196.
[29]
Department of Environmental Quality. State of Idaho. Individual and Subsurface Sewage Disposal Systems State. Technical Guidance Manual Individual.
[30]
T. Ortner, J. Sorger, H. Steinlechner, G. Hesina, H. Piringer, and E. GrÃűller. 2017. Vis-A-Ware: Integrating Spatial and Non-Spatial Visualization for Visibility-Aware Urban Planning. IEEE Transactions on Visualization and Computer Graphics 23, 2 (Feb 2017), 1139--1151.
[31]
F. Penninga and P. J. M. Van Oosterom. 2008. A simplicial complex-based DBMS approach to 3D topographic data modelling. International Journal of Geographical Information Science 22, 7 (2008), 751--779.
[32]
Morakot Pilouk. 1996. Integrating Modelling for 3D GIS. Ph.D. Dissertation. ITC Netherlands.
[33]
Pitney Bowes Inc. 2017. MapInfo Discover. GIS for the Geosciences. http://www.pitneybowes.com/us/location-intelligence/geographic-information-systems/mapinfo-discover-3d.html. (2017).
[34]
Pierre-jean Pompée. 2004. Channel Tunnel Rail Link, planning, design and associated urban development. Tunnelling and Underground Space Technology 19, 4--5 (2004), 351.
[35]
Oriol Pueyo and Gustavo Patow. 2014. Structuring urban data. The Visual Computer: International Journal of Computer Graphics 30, 2 (2014), 159--172.
[36]
QGIS Development Team. 2017. QGIS A Free and Open Source Geographic Information System. http://www.qgis.org/en/site/index.html. (2017).
[37]
Philip J. Schneider and David Eberly. 2002. Geometric Tools for Computer Graphics. Elsevier Science Inc., New York, NY, USA.
[38]
Andrea Scianna. 2013. Building 3D GIS data models using open source software. Applied Geomatics 5, 2 (2013), 119--132.
[39]
G. Sellers, R. Wright Jr, and Haemel N. 2016. OpenGL SuperBible. Comprehensive Tutorial and Reference (7 ed.). Addison Wesley.
[40]
Jiangfeng She, Yang Zhou, Xin Tan, Xingong Li, and Xingchen Guo. 2017. A parallelized screen-based method for rendering polylines and polygons on terrain surfaces. Computers and Geosciences 99, January 2016 (2017), 19--27.
[41]
Dayong Shen, David W. Wong, Fernando Camelli, and Yuling Liu. 2013. An ArcScene plug-in for volumetric data conversion, modeling and spatial analysis. Computers & Geosciences 61 (dec 2013), 104--115.
[42]
W. Tegtmeier, S. Zlatanova, P.J.M. van Oosterom, and H.R.G.K. Hack. 2014. 3D-GEM: Geo-technical extension towards an integrated 3D information model for infrastructural development. Computers & Geosciences 64 (mar 2014), 126--135.
[43]
Matthias Thöny and Renato Pajarola. 2015. Vector Map Constrained Path Bundling in 3D Environments. In Proceedings of the 6th ACM SIGSPATIAL International Workshop on GeoStreaming (IWGS '15). ACM, New York, NY, USA, 33--42.
[44]
Yong Tian, Yi Zheng, and Chunmiao Zheng. 2016. Development of a visualization tool for integrated surface water -- groundwater modeling. Computers and Geosciences 86 (2016), 1--14.
[45]
Roman Trubka, Stephen Glackin, Oliver Lade, and Chris Pettit. 2016. A web-based 3D visualisation and assessment system for urban precinct scenario modelling. ISPRS Journal of Photogrammetry and Remote Sensing 117 (2016), 175--186.
[46]
Linda van den Brink, Jantien Stoter, and Sisi Zlatanova. 2013. UML-Based Approach to Developing a CityGML Application Domain Extension. Transactions in GIS 17, 6 (2013), 920--942.
[47]
G.H. Weber, S.E. Dillard, H. Carr, V. Pascucci, and B. Hamann. 2007. Topology-Controlled Volume Rendering. IEEE Transactions on Visualization and Computer Graphics 13, 2 (2007), 330--341.
[48]
Linwang Yuan, Zhaoyuan Yu, Wen Luo, Lin Yi, and Guonian Lü. 2014. Multidimensional-unified topological relations computation: a hierarchical geometric algebra-based approach. International Journal of Geographical Information Science 28, 12 (jun 2014), 2435--2455.
[49]
Xiaolei Zhang, Yong Han, Dongsheng Hao, and Zhihan Lv. 2016. ARGIS-based outdoor underground pipeline information system q. Journal of Visual Communication and Image Representation 40 (2016), 779--790.
[50]
S. Zlatanova, J. Beetz, A.J. Boersma, A. Mulder, and J. Goos. 2013. 3D Spatial Information Infrastructure for the Port of Rotterdam. (apr 2013).

Cited By

View all
  • (2019)3D Farm Management Information System for Precision AgricultureINCREaSE 201910.1007/978-3-030-30938-1_60(778-785)Online publication date: 20-Sep-2019

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Conferences
UrbanGIS'17: Proceedings of the 3rd ACM SIGSPATIAL Workshop on Smart Cities and Urban Analytics
November 2017
118 pages
ISBN:9781450354950
DOI:10.1145/3152178
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

Sponsors

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 07 November 2017

Permissions

Request permissions for this article.

Check for updates

Author Tags

  1. 3D GIS
  2. Geomodelling
  3. Geovisualization
  4. Hybrid GIS
  5. Stack-Based Representation

Qualifiers

  • Research-article
  • Research
  • Refereed limited

Funding Sources

Conference

SIGSPATIAL'17
Sponsor:

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)10
  • Downloads (Last 6 weeks)1
Reflects downloads up to 09 Dec 2024

Other Metrics

Citations

Cited By

View all
  • (2019)3D Farm Management Information System for Precision AgricultureINCREaSE 201910.1007/978-3-030-30938-1_60(778-785)Online publication date: 20-Sep-2019

View Options

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media