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Open AccessJournal ArticleDOI

Applications of 3D City Models: State of the Art Review

TLDR
This study demonstrates that 3D city models are employed in at least 29 use cases that are a part of more than 100 applications that could be useful for scientists as well as stakeholders in the geospatial industry.
Abstract
In the last decades, 3D city models appear to have been predominantly used for visualisation; however, today they are being increasingly employed in a number of domains and for a large range of tasks beyond visualisation. In this paper, we seek to understand and document the state of the art regarding the utilisation of 3D city models across multiple domains based on a comprehensive literature study including hundreds of research papers, technical reports and online resources. A challenge in a study such as ours is that the ways in which 3D city models are used cannot be readily listed due to fuzziness, terminological ambiguity, unclear added-value of 3D geoinformation in some instances, and absence of technical information. To address this challenge, we delineate a hierarchical terminology (spatial operations, use cases, applications), and develop a theoretical reasoning to segment and categorise the diverse uses of 3D city models. Following this framework, we provide a list of identified use cases of 3D city models (with a description of each), and their applications. Our study demonstrates that 3D city models are employed in at least 29 use cases that are a part of more than 100 applications. The classified inventory could be useful for scientists as well as stakeholders in the geospatial industry, such as companies and national mapping agencies, as it may serve as a reference document to better position their operations, design product portfolios, and to better understand the market.

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Journal ArticleDOI

An improved LOD specification for 3D building models

TL;DR: A refined set of 16 LODs focused on the grade of the exterior geometry of buildings, which provide a stricter specification and allow less modelling freedom, and can be considered format-agnostic.
Journal ArticleDOI

A Comprehensive Review of Applications of Drone Technology in the Mining Industry

TL;DR: A review of drone types, specifications, and applications of commercially available drones for mining applications, and the research needs for the design and implementation of drones for underground mining applications are discussed.
Journal ArticleDOI

Street view imagery in urban analytics and GIS: A review

TL;DR: In this article, a comprehensive systematic review of the state of the art of how street-level imagery is currently used in studies pertaining to the built environment is presented, showing that street view imagery is now clearly an entrenched component of urban analytics and GIScience.
Journal ArticleDOI

3DCityDB - a 3D geodatabase solution for the management, analysis, and visualization of semantic 3D city models based on CityGML

TL;DR: The 3DCityDB software package consists of a database schema for spatially enhanced relational database management systems (ORACLE Spatial or PostgreSQL/PostGIS) with a set of database procedures and software tools allowing to import, manage, analyze, visualize, and export virtual 3D city models according to the CityGML standard.
Journal ArticleDOI

The Digital Twin of the City of Zurich for Urban Planning

TL;DR: 3D spatial data and their models transform themes of the city, such as buildings, bridges, vegetation, etc., to the digital world, are being updated when required, and create advantages in digital space, and need to be highlighted and published.
References
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Journal ArticleDOI

Object based image analysis for remote sensing

TL;DR: This paper gives an overview of the development of object based methods, which aim to delineate readily usable objects from imagery while at the same time combining image processing and GIS functionalities in order to utilize spectral and contextual information in an integrative way.
Book

Object Oriented Software Engineering: A Use Case Driven Approach

Ivar Jacobson
TL;DR: This chapter discusses object-oriented software engineering as a process of change, management and reuse, and some of the methods used to develop and implement object- oriented software.

Directive 2003/98/EC of the European Parliament and of the Council

J.E.J. Prins
TL;DR: In this article, the authors present technical prescriptions concerning the design and construction of agricultural or forestry tractors, as regards the rollover protection structures, as well as the approximation of the laws of the Member States to enable the EC typeapproval procedure provided for in Directive 2003/37/EC to be applied in respect of each type of tractor.
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Procedural modeling of buildings

TL;DR: CGA shape is shown to efficiently generate massive urban models with unprecedented level of detail, with the virtual rebuilding of the archaeological site of Pompeii as a case in point.
Journal ArticleDOI

Augmented reality technologies, systems and applications

TL;DR: Challenges augmented reality is facing in each of these applications to go from the laboratories to the industry, as well as the future challenges the authors can forecast are also discussed in this paper.