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ISPRS International Journal of Geo-Information, Volume 9, Issue 5

2020 May - 53 articles

Cover Story: This paper proposes a workflow to improve ways to search for architectural heritage in video material for the documentation of a lost monument and its 3D virtual reconstruction. Starting from the standard photogrammetric pipeline, two new steps were added: the use of deep learning for the detection of lost heritage in historical film footage, minimizing the human effort to select the frames; and the validation of photogrammetric reconstruction through the metric quality assessment of the obtained model. The workflow was evaluated on two test cases using different neural networks and experimenting on different source datasets, mimicking realistic conditions for historical archives. The scoring of suitable metrics based on time intervals demonstrates high savings in terms of human effort while achieving high-quality results.View this paper.
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Articles (53)

  • Article
  • Open Access
59 Citations
5,632 Views
21 Pages

Exploring the Potential of Deep Learning Segmentation for Mountain Roads Generalisation

  • Azelle Courtial,
  • Achraf El Ayedi,
  • Guillaume Touya and
  • Xiang Zhang

Among cartographic generalisation problems, the generalisation of sinuous bends in mountain roads has always been a popular one due to its difficulty. Recent research showed the potential of deep learning techniques to overcome some remaining researc...

  • Article
  • Open Access
3,774 Views
18 Pages

DKP: A Geographic Data and Knowledge Platform for Supporting Climate Service Design

  • Martine Collard,
  • Erick Stattner,
  • Wilfried Segretier,
  • Reynald Eugenie and
  • Nathan Jadoul

This article falls within the related areas of climate services and geographic information. We present the architecture and features of the Data and Knowledge Platform (DKP), innovative geographic software that was designed as support for climate-ser...

  • Article
  • Open Access
6 Citations
4,221 Views
14 Pages

Fire management in protected areas faces mounting obstacles as climate change alters disturbance regimes, resources are diverted to fighting wildfires, and more people live along the boundaries of parks. Evidence-based prescribed fire management and...

  • Article
  • Open Access
9 Citations
8,129 Views
40 Pages

Combining misaligned spatial data from different sources complicates spatial analysis and creation of maps. Conflation is a process that solves the misalignment problem through spatial adjustment or attribute transfer between similar features in two...

  • Article
  • Open Access
9 Citations
3,888 Views
17 Pages

With the huge volume of location-based point data being generated by Internet of Things (IoT) devices and subsequent rising interest from the Digital Earth community, a need has emerged for spatial operations that are compatible with Digital Earth fr...

  • Article
  • Open Access
7 Citations
4,169 Views
15 Pages

To equally distribute the workload and minimize the travel distance for fire departments, we developed a new dynamic floating stations model (DFSM) to target traffic-related emergency medical services (EMS) during peak hours. This study revealed that...

  • Article
  • Open Access
33 Citations
5,528 Views
16 Pages

Decision Tree Algorithms for Developing Rulesets for Object-Based Land Cover Classification

  • Darius Phiri,
  • Matamyo Simwanda,
  • Vincent Nyirenda,
  • Yuji Murayama and
  • Manjula Ranagalage

Decision tree (DT) algorithms are important non-parametric tools used for land cover classification. While different DTs have been applied to Landsat land cover classification, their individual classification accuracies and performance have not been...

  • Review
  • Open Access
187 Citations
21,343 Views
31 Pages

A Review of Techniques for 3D Reconstruction of Indoor Environments

  • Zhizhong Kang,
  • Juntao Yang,
  • Zhou Yang and
  • Sai Cheng

Indoor environment model reconstruction has emerged as a significant and challenging task in terms of the provision of a semantically rich and geometrically accurate indoor model. Recently, there has been an increasing amount of research related to i...

  • Review
  • Open Access
46 Citations
10,557 Views
20 Pages

Geospatial information has been indispensable for many application fields, including traffic planning, urban planning, and energy management. Geospatial data are mainly stored in relational databases that have been developed over several decades, and...

  • Article
  • Open Access
56 Citations
8,281 Views
23 Pages

A GIS-based DRASTIC Model and an Adjusted DRASTIC Model (DRASTICA) for Groundwater Susceptibility Assessment along the China–Pakistan Economic Corridor (CPEC) Route

  • Ahsen Maqsoom,
  • Bilal Aslam,
  • Umer Khalil,
  • Omid Ghorbanzadeh,
  • Hassan Ashraf,
  • Rana Faisal Tufail,
  • Danish Farooq and
  • Thomas Blaschke

Land use types and anthropogenic activities represent considerable threats to groundwater pollution. To effectively monitor the groundwater quality, it is vital to measure pollution levels before they become severe. In our research area, located in G...

  • Article
  • Open Access
56 Citations
17,945 Views
22 Pages

Geographic information systems (GIS) can be used to map the geographical distribution of the prevalence of disease, trends in disease transmission, and to spatially model environmental aspects of disease occurrence. The aim of this study is to discus...

  • Article
  • Open Access
2 Citations
3,450 Views
23 Pages

The need to protect critical infrastructures (for short called assets within this paper) arises because of the hazards they are exposed to. In this article, the hazard is represented by the landslides. The first part of the paper proposes a scientifi...

  • Article
  • Open Access
5 Citations
4,710 Views
11 Pages

Developing an accurate Lowest Astronomical Tide (LAT) in a continuous form is essential for many maritime applications as it can be employed to develop an accurate continuous vertical control datum for hydrographic surveys applications and to produce...

  • Article
  • Open Access
17 Citations
4,770 Views
21 Pages

This research was focused on the study of visual exposure evolution in the locality of the Drátenická skála nature monument (in the Czech Republic) and the surrounding forest complex in terms of history and through modelling for...

  • Article
  • Open Access
13 Citations
7,463 Views
18 Pages

Land-based, utility-scale renewable energy (RE) systems using wind or solar resources to generate electricity is becoming a decisive solution to meet long-term carbon emission reduction goals. Local governments are responding in kind, by adopting the...

  • Article
  • Open Access
43 Citations
9,618 Views
24 Pages

3D Building Façade Reconstruction Using Deep Learning

  • Konstantinos Bacharidis,
  • Froso Sarri and
  • Lemonia Ragia

In recent years, advances in computer hardware, graphics rendering algorithms and computer vision have enabled the utilization of 3D building reconstructions in the fields of archeological structure restoration and urban planning. This paper deals wi...

  • Article
  • Open Access
5 Citations
5,299 Views
15 Pages

An All-in-One Application for Temporal Coordinate Transformation in Geodesy and Geoinformatics

  • Antonio Banko,
  • Tedi Banković,
  • Marko Pavasović and
  • Almin Đapo

Over the years, Global Navigation Satellite Systems (GNSS) have been established in the geosciences as a tool that determines the positions of discrete points (stations) on the Earth’s surface, on global to local spatial scales in a very simple...

  • Article
  • Open Access
12 Citations
6,179 Views
18 Pages

As an important data source for historical geography research, toponyms reflect the human activities and natural landscapes within a certain area and time period. In this paper, a novel quantitative method of reconstructing historical river networks...

  • Article
  • Open Access
7 Citations
4,237 Views
23 Pages

When defining participation in urban renewal projects in a political sense, this concept implies the challenging of power relations in each of its dimensions while addressing the need for knowledge, action and consciousness. Knowledge is defined as a...

  • Article
  • Open Access
29 Citations
9,043 Views
23 Pages

Quality of life and life satisfaction are topics that currently receive a great deal of attention across the globe. Many approaches exist, which use both qualitative and quantitative methods, to capture these phenomena. Historically, quality of life...

  • Article
  • Open Access
8 Citations
5,993 Views
23 Pages

This study explores the potential of GIS to map and analyse the distribution, stock and value of commercial and industrial property using rating data compiled for the purposes of charging business rates taxation on all non-residential property in the...

  • Article
  • Open Access
4 Citations
4,215 Views
27 Pages

An address is a specification that refers to a unique location on Earth. While there has been a considerable amount of research on the syntactic structure of addressing systems in order to evaluate and improve their quality, aspects of semantics and...

  • Article
  • Open Access
3 Citations
3,878 Views
17 Pages

As the coding of a dendritic river system can be used to represent the stream order and spatial-structure of a river network, it is always used in river selection, which is a key step in topographic map generalization. There are two categories of con...

  • Article
  • Open Access
28 Citations
8,232 Views
31 Pages

Choosing airport locations requires thorough and comprehensive decisions to be made. To do so in a professional and logical manner is crucial for the social, economic, and logistic settings intended for any region. The present research takes place in...

  • Article
  • Open Access
6 Citations
3,680 Views
16 Pages

The article analyses the socio-spatial logic behind the accumulation of foreclosed housing in the hands of large private landlords in the neighbourhoods of all the Catalan cities with over 100,000 inhabitants. Spatial regression and clustering techni...

  • Editorial
  • Open Access
2,333 Views
2 Pages

Spatially Supported Disaster Management: Introduction to the Special Issue “GI for Disaster Management”

  • Orhan Altan,
  • Tullio Joseph Tanzi,
  • Madhu Chandra,
  • Filiz Sunar and
  • Lena Halounová

This special issue explores most of the scientific issues related to spatially supported disaster management and its integration with geographical information system technologies in different disaster examples and scales [...]

  • Feature Paper
  • Article
  • Open Access
20 Citations
7,740 Views
20 Pages

Disdyakis Triacontahedron DGGS

  • John Hall,
  • Lakin Wecker,
  • Benjamin Ulmer and
  • Faramarz Samavati

The amount of information collected about the Earth has become extremely large. With this information comes the demand for integration, processing, visualization and distribution of this data so that it can be leveraged to solve real-world problems....

  • Article
  • Open Access
2 Citations
2,959 Views
16 Pages

Predicting the next important location by mining the user’s historical spatial-temporal trajectory can be done for behavioral analysis and path planning. Since extracting the important location precisely is the premise of next location predicti...

  • Article
  • Open Access
9 Citations
5,138 Views
21 Pages

Moving Towards a Single Smart Cadastral Platform in Victoria, Australia

  • Hamed Olfat,
  • Behnam Atazadeh,
  • Abbas Rajabifard,
  • Afshin Mesbah,
  • Farshad Badiee,
  • Yiqun Chen,
  • Davood Shojaei and
  • Mark Briffa

Various jurisdictions are currently in the process of reforming their cadastral systems to achieve a smart and multidimensional system that provides a range of land administration services to the wider community. The state of Victoria in Australia ha...

  • Article
  • Open Access
16 Citations
5,902 Views
25 Pages

Morphometric Prioritization, Fluvial Classification, and Hydrogeomorphological Quality in High Andean Livestock Micro-Watersheds in Northern Peru

  • Nilton B. Rojas Briceño,
  • Elgar Barboza Castillo,
  • Oscar Andrés Gamarra Torres,
  • Manuel Oliva,
  • Damaris Leiva Tafur,
  • Miguel Ángel Barrena Gurbillón,
  • Fernando Corroto,
  • Rolando Salas López and
  • Jesús Rascón

Anthropic activity affects the hydrogeomorphological quality of fluvial systems. River and valley classifications are fundamental preliminary steps in determining their ecological status, and their prioritization is essential for the proper planning...

  • Article
  • Open Access
17 Citations
4,652 Views
23 Pages

Methods for Inferring Route Choice of Commuting Trip From Mobile Phone Network Data

  • Pitchaya Sakamanee,
  • Santi Phithakkitnukoon,
  • Zbigniew Smoreda and
  • Carlo Ratti

For billing purposes, telecom operators collect communication logs of our mobile phone usage activities. These communication logs or so called CDR has emerged as a valuable data source for human behavioral studies. This work builds on the transportat...

  • Article
  • Open Access
3 Citations
2,806 Views
20 Pages

Multi-Scale Representation of Ocean Flow Fields Based on Feature Analysis

  • Bo Ai,
  • Decheng Sun,
  • Yanmei Liu,
  • Chengming Li,
  • Fanlin Yang,
  • Yong Yin and
  • Huibo Tian

When it comes to feature retention in multi-scale representations of ocean flow fields, not all data points are equal. Therefore, this paper proposes a method of selecting data points based on their importance. First, an autocorrelation analysis is p...

  • Article
  • Open Access
45 Citations
9,387 Views
16 Pages

Accessibility of urban residents to different services and amenities is a growing concern for policy makers. Urban green spaces (UGS) provide services and benefits that are particularly important for people having less mobility, such as children, the...

  • Article
  • Open Access
17 Citations
4,692 Views
14 Pages

Multisensorial Close-Range Sensing Generates Benefits for Characterization of Managed Scots Pine (Pinus sylvestris L.) Stands

  • Tuomas Yrttimaa,
  • Ninni Saarinen,
  • Ville Kankare,
  • Niko Viljanen,
  • Jari Hynynen,
  • Saija Huuskonen,
  • Markus Holopainen,
  • Juha Hyyppä,
  • Eija Honkavaara and
  • Mikko Vastaranta

Terrestrial laser scanning (TLS) provides a detailed three-dimensional representation of surrounding forest structures. However, due to close-range hemispherical scanning geometry, the ability of TLS technique to comprehensively characterize all tree...

  • Article
  • Open Access
24 Citations
9,105 Views
20 Pages

The centerlines of polygons can be generated with the use of various methods. The aim of this study was to propose an algorithm for generating the centerline of an elongated polygon based on the transformation of vector data. The proposed method invo...

  • Article
  • Open Access
13 Citations
6,908 Views
20 Pages

Visualization of 3D Survey Data for Strata Titles

  • Trias Aditya,
  • Dany Laksono,
  • Febrian F. Susanta,
  • I. Istarno,
  • D. Diyono and
  • Didik Ariyanto

Major cities and urban areas are beginning to develop and use 3D properties and public facilities. Consequently, 3D cadastral surveys are increasingly being employed for strata unit ownership registration as a part of land administration services. At...

  • Article
  • Open Access
30 Citations
8,472 Views
26 Pages

Geospatial Serverless Computing: Architectures, Tools and Future Directions

  • Sujit Bebortta,
  • Saneev Kumar Das,
  • Meenakshi Kandpal,
  • Rabindra Kumar Barik and
  • Harishchandra Dubey

Several real-world applications involve the aggregation of physical features corresponding to different geographic and topographic phenomena. This information plays a crucial role in analyzing and predicting several events. The application areas, whi...

  • Feature Paper
  • Article
  • Open Access
11 Citations
3,663 Views
16 Pages

One of the enduring issues of spatial origin-destination (OD) flow data analysis is the computational inefficiency or even the impossibility to handle large datasets. Despite the recent advancements in high performance computing (HPC) and the ready a...

  • Article
  • Open Access
6 Citations
3,515 Views
27 Pages

Despite huge progress in applying Earth Observation (EO) satellite data to protected areas, managers still lack the right tools or skills to analyze the data and extract the necessary knowledge. In this paper a set of EO products are organized in a v...

  • Article
  • Open Access
5 Citations
4,168 Views
17 Pages

Voting is the most basic form of political participation. The agencies that are responsible for voting must delineate precincts and designate a polling place for each precinct. This spatial decision-making requires a strategic approach for several re...

  • Article
  • Open Access
3 Citations
3,580 Views
21 Pages

A Method for Tree Detection Based on Similarity with Geometric Shapes of 3D Geospatial Data

  • Mihai-Sorin Stupariu,
  • Alin-Ionuț Pleșoianu,
  • Ileana Pătru-Stupariu and
  • Christine Fürst

This paper presents an approach to detecting patterns in a three-dimensional context, emphasizing the role played by the local geometry of the surface model. The core of the associated algorithm is represented by the cosine similarity computed to sub...

  • Article
  • Open Access
20 Citations
5,528 Views
26 Pages

A Neural Networks Approach to Detecting Lost Heritage in Historical Video

  • Francesca Condorelli,
  • Fulvio Rinaudo,
  • Francesco Salvadore and
  • Stefano Tagliaventi

Documenting Cultural Heritage through the extraction of 3D measures with photogrammetry is fundamental for the conservation of the memory of the past. However, when the heritage has been lost the only way to recover this information is the use of his...

  • Article
  • Open Access
3 Citations
3,421 Views
18 Pages

Geographical Structural Features of the WeChat Social Networks

  • Chuan Ai,
  • Bin Chen,
  • Hailiang Chen,
  • Weihui Dai and
  • Xiaogang Qiu

Recently, spatial interaction analysis of online social networks has become a big concern. Early studies of geographical characteristics analysis and community detection in online social networks have shown that nodes within the same community might...

  • Article
  • Open Access
21 Citations
8,127 Views
20 Pages

Maps enable us to relate to spatial phenomena and events from viewpoints far beyond direct experience. By employing signs and symbols, maps communicate about near as well as distant geospatial phenomena, events, objects, or ideas. Besides acting as i...

  • Article
  • Open Access
13 Citations
4,447 Views
29 Pages

Towards Automatic Points of Interest Matching

  • Mateusz Piech,
  • Aleksander Smywinski-Pohl,
  • Robert Marcjan and
  • Leszek Siwik

Complementing information about particular points, places, or institutions, i.e., so-called Points of Interest (POIs) can be achieved by matching data from the growing number of geospatial databases; these include Foursquare, OpenStreetMap, Yelp, and...

  • Article
  • Open Access
61 Citations
8,955 Views
22 Pages

Combining Deep Learning and Location-Based Ranking for Large-Scale Archaeological Prospection of LiDAR Data from The Netherlands

  • Wouter B. Verschoof-van der Vaart,
  • Karsten Lambers,
  • Wojtek Kowalczyk and
  • Quentin P.J. Bourgeois

This paper presents WODAN2.0, a workflow using Deep Learning for the automated detection of multiple archaeological object classes in LiDAR data from the Netherlands. WODAN2.0 is developed to rapidly and systematically map archaeology in large and co...

  • Article
  • Open Access
10 Citations
3,605 Views
18 Pages

Dynamic Simulation Method of High-Speed Railway Engineering Construction Processes Based on Virtual Geographic Environment

  • Xinwen Ning,
  • Qing Zhu,
  • Heng Zhang,
  • Changjin Wang,
  • Zujie Han,
  • Junxiao Zhang and
  • Wen Zhao

The spatial conflicts in the construction of high-speed railways not only reduce project efficiency, but also lead to serious accidents. To address these key issues, this paper presents a dynamic simulation method for constructions processes based on...

  • Article
  • Open Access
28 Citations
4,844 Views
16 Pages

The China–Pakistan Economic Corridor (CPEC), a key hub for trade, is susceptible to glacial lake outburst floods. The distributions and types of glacial lakes in the CPEC are not well documented. In this study, cloud-free imagery acquired using...

  • Article
  • Open Access
20 Citations
3,373 Views
18 Pages

Thermal remote sensing provides a method to describe spatial heterogeneity of the “urban heat island” effect and to evaluate the function of temperature regulation. Rapid urbanization and heatwave events with increasing frequencies need a...

  • Article
  • Open Access
2 Citations
3,471 Views
15 Pages

Location-Based Analyses for Electronic Monitoring of Parolees

  • Yunus Serhat Bicakci,
  • Dursun Zafer Seker and
  • Hande Demirel

This study analyses the spatio-temporal pattern of parolees using electronic monitoring, where the developed spatial framework supports the Environmental Criminology concepts such as crime patterns or crime attractive locations. A grid-based solution...

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ISPRS Int. J. Geo-Inf. - ISSN 2220-9964