TECHNICAL ASPECTS FOR THE CREATION OF A MULTI-DIMENSIONAL LAND INFORMATION SYSTEM

Abstract. The complexity of modern urban environments and civil demands for fast, reliable and affordable decision-making requires not only a 3D Land Information System, which tends to replace traditional 2D LIS architectures, but also the need to address the time and scale parameters, that is, the 3D geometry of buildings in various time instances (4th dimension) at various levels of detail (LoDs - 5th dimension). This paper describes and proposes solutions for technical aspects that need to be addressed for the 5D modelling pipeline. Such solutions include the creation of a 3D model, the application of a selective modelling procedure between various time instances and at various LoDs, enriched with cadastral and other spatial data, and a procedural modelling approach for the representation of the inner parts of the buildings. The methodology is based on automatic change detection algorithms for spatial-temporal analysis of the changes that took place in subsequent time periods, using dense image matching and structure from motion algorithms. The selective modelling approach allows a detailed modelling only for the areas where spatial changes are detected. The procedural modelling techniques use programming languages for the textual semantic description of a building; they require the modeller to describe its part-to-whole relationships. Finally, a 5D viewer is developed, in order to tackle existing limitations that accompany the use of global systems, such as the Google Earth or the Google Maps, as visualization software. An application based on the proposed methodology in an urban area is presented and it provides satisfactory results.

[1]  Jens Riecken,et al.  Germany on the way to 4D-cadastre , 2017 .

[2]  Charalabos Ioannidis,et al.  5D Multi-Purpose Land Information System , 2015, UDMV.

[3]  Anastasios Doulamis,et al.  Selective 4D modelling framework for spatial-temporal land information management system , 2015, International Conference on Remote Sensing and Geoinformation of Environment.

[4]  Marie Saldaña,et al.  An Integrated Approach to the Procedural Modeling of Ancient Cities and Buildings , 2015, Digit. Scholarsh. Humanit..

[5]  Miodrag Roić,et al.  Towards 3D and 4D Cadastre in Croatia , 2014 .

[6]  R. Goossens,et al.  Airborne photogrammetry and lidar for DSM extraction and 3D change detection over an urban area – a comparative study , 2013 .

[7]  Jantien Stoter,et al.  5D Modelling - applications and advantages , 2012 .

[8]  Karl-Heinz Häfele,et al.  OGC City Geography Markup Language (CityGML) Encoding Standard , 2012 .

[9]  Sisi Zlatanova,et al.  Solutions for 4D cadastre – with a case study on utility networks , 2011, Int. J. Geogr. Inf. Sci..

[10]  Jantien E. Stoter,et al.  5D Data Modelling: Full Integration of 2D/3D Space, Time and Scale Dimensions , 2010, GIScience.

[11]  Dong-Chen He,et al.  Automatic change detection of buildings in urban environment from very high spatial resolution images using existing geodatabase and prior knowledge , 2010 .

[12]  G. Doxani,et al.  AUTOMATIC CHANGE DETECTION IN URBAN AREAS UNDER A SCALE-SPACE , OBJECT-ORIENTED CLASSIFICATION FRAMEWORK , 2010 .

[13]  Charalabos Ioannidis,et al.  Towards a strategy for control of suburban informal buildings through automatic change detection , 2009, Comput. Environ. Urban Syst..

[14]  Jantien Stoter,et al.  4D Land Administration Solutions in the Context of the Spatial Information Infrastructure , 2008 .

[15]  Luc Van Gool,et al.  Procedural modeling of buildings , 2006, ACM Trans. Graph..

[16]  Jantien Stoter,et al.  Aspects of a 4D cadastre : a first exploration , 2006 .

[17]  Pascal Müller,et al.  Procedural modeling of cities , 2001, SIGGRAPH.