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ISPRS International Journal of Geo-Information, Volume 9, Issue 7

2020 July - 53 articles

Cover Story: This work implements an open-source approach for multidimensional vector and raster geospatial data visualization and multidimensional raster geospatial data processing. The results of this research are provided through a geoportal comprised of multiple applications related to the 3D visualization of cities, ground deformation, land cover, land consumption and mobility. The datasets handled are considered to be large in volume in a subset of the applications. The geospatial data are visualized on dynamic and interactive virtual globes to enable visual exploration. To achieve the aforementioned results, the existing web technologies for geovisualization and geospatial data processing were examined, and exemplary and innovative software was developed in a way that extends the state of the art. View this paper
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Articles (53)

  • Article
  • Open Access
37 Citations
8,072 Views
25 Pages

Geographical information systems have found successful applications to prediction and decision-making in several areas of vital importance to contemporary society. This article demonstrates how they can be combined with machine learning algorithms to...

  • Article
  • Open Access
11 Citations
4,829 Views
22 Pages

Climate change has increased pluvial flood risks in cities around the world. To mitigate floods, pluvial risk maps with climate change scenarios have been developed to help major urban areas adapt to a changing climate. In some cases, subnational gov...

(This article belongs to the Special Issue Climate Adaptation: The Role of Geospatial Data in Sustainable Infrastructures)
  • Article
  • Open Access
45 Citations
9,106 Views
21 Pages

Spatiotemporal Variation of Urban Heat Islands for Implementing Nature-Based Solutions: A Case Study of Kurunegala, Sri Lanka

  • Manjula Ranagalage,
  • Sujith S. Ratnayake,
  • DMSLB Dissanayake,
  • Lalit Kumar,
  • Hasula Wickremasinghe,
  • Jagathdeva Vidanagama,
  • Hanna Cho,
  • Susantha Udagedara,
  • Keshav Kumar Jha and
  • Priyantha Muthunayake
  • + 3 authors

Changes in the urban landscape resulting from rapid urbanisation and climate change have the potential to increase land surface temperature (LST) and the incidence of the urban heat island (UHI). An increase in urban heat directly affects urban livel...

(This article belongs to the Special Issue Geo-Information Science in Planning and Development of Smart Cities)
  • Article
  • Open Access
4 Citations
3,531 Views
23 Pages

Change detection (CD) using Remote sensing images have been a challenging problem over the years. Particularly in the unsupervised domain it is even more difficult. A novel automatic change detection technique in the unsupervised framework is propose...

  • Feature Paper
  • Article
  • Open Access
15 Citations
5,152 Views
21 Pages

Spatial Metadata Usability Evaluation

  • Mohsen Kalantari,
  • Syahrudin Syahrudin,
  • Abbas Rajabifard,
  • Hardi Subagyo and
  • Hannah Hubbard

Spatial metadata is a critical part of any spatial data infrastructure, which enables the organising, sharing, discovery and use of spatial data. This paper highlights a knowledge gap in the usability of the metadata systems for the end–users....

(This article belongs to the Special Issue Geospatial Metadata)
  • Article
  • Open Access
7 Citations
4,976 Views
23 Pages

A Deep Learning Approach to Urban Street Functionality Prediction Based on Centrality Measures and Stacked Denoising Autoencoder

  • Fatemeh Noori,
  • Hamid Kamangir,
  • Scott A. King,
  • Alaa Sheta,
  • Mohammad Pashaei and
  • Abbas SheikhMohammadZadeh

In urban planning and transportation management, the centrality characteristics of urban streets are vital measures to consider. Centrality can help in understanding the structural properties of dense traffic networks that affect both human life and...

  • Article
  • Open Access
12 Citations
4,163 Views
25 Pages

An Event-Based Inventory Approach in Landslide Hazard Assessment: The Case of the Skolis Mountain, Northwest Peloponnese, Greece

  • Aspasia Litoseliti,
  • Ioannis K. Koukouvelas,
  • Konstantinos G. Nikolakopoulos and
  • Vasiliki Zygouri

Assessment of landslide hazard across mountains is imperative for public safety. Pre- and post-earthquake landslide mapping envisage that landslides show significant size changes during earthquake activity. One of the purposes of earthquake-induced l...

  • Article
  • Open Access
37 Citations
6,790 Views
15 Pages

Modeling Major Rural Land-Use Changes Using the GIS-Based Cellular Automata Metronamica Model: The Case of Andalusia (Southern Spain)

  • Rafael M. Navarro Cerrillo,
  • Guillermo Palacios Rodríguez,
  • Inmaculada Clavero Rumbao,
  • Miguel Ángel Lara,
  • Francisco Javier Bonet and
  • Francisco-Javier Mesas-Carrascosa

The effective and efficient planning of rural land-use changes and their impact on the environment is critical for land-use managers. Many land-use growth models have been proposed for forecasting growth patterns in the last few years. In this work;...

(This article belongs to the Special Issue Geo-Informatics in Resource Management)
  • Article
  • Open Access
5 Citations
5,051 Views
13 Pages

Nighttime Mobile Laser Scanning and 3D Luminance Measurement: Verifying the Outcome of Roadside Tree Pruning with Mobile Measurement of the Road Environment

  • Mikko Maksimainen,
  • Matti T. Vaaja,
  • Matti Kurkela,
  • Juho-Pekka Virtanen,
  • Arttu Julin,
  • Kaisa Jaalama and
  • Hannu Hyyppä

Roadside vegetation can affect the performance of installed road lighting. We demonstrate a workflow in which a car-mounted measurement system is used to assess the light-obstructing effect of roadside vegetation. The mobile mapping system (MMS) incl...

(This article belongs to the Special Issue Advanced Research Based on Multi-Dimensional Point Cloud Analysis)
  • Article
  • Open Access
29 Citations
9,140 Views
22 Pages

Population Trends and Urbanization: Simulating Density Effects Using a Local Regression Approach

  • Gloria Polinesi,
  • Maria Cristina Recchioni,
  • Rosario Turco,
  • Luca Salvati,
  • Kostas Rontos,
  • Jesús Rodrigo-Comino and
  • Federico Benassi

Density-dependent population growth regulates long-term urban expansion and shapes distinctive socioeconomic trends. Despite a marked heterogeneity in the spatial distribution of the resident population, Mediterranean European countries are considere...

  • Article
  • Open Access
60 Citations
5,229 Views
17 Pages

The integration of intelligent video surveillance and GIS (geograhical information system) data provides a new opportunity for monitoring and protecting cultivated land. For a GIS-based video monitoring system, the prerequisite is to align the GIS da...

  • Article
  • Open Access
11 Citations
5,590 Views
21 Pages

High Resolution Viewscape Modeling Evaluated Through Immersive Virtual Environments

  • Payam Tabrizian,
  • Anna Petrasova,
  • Perver K. Baran,
  • Jelena Vukomanovic,
  • Helena Mitasova and
  • Ross K. Meentemeyer

Visual characteristics of urban environments influence human perception and behavior, including choices for living, recreation and modes of transportation. Although geospatial visualizations hold great potential to better inform urban planning and de...

(This article belongs to the Special Issue GIS-Based Analysis for Quality of Life and Environmental Monitoring)
  • Article
  • Open Access
39 Citations
6,825 Views
25 Pages

A CityGML Multiscale Approach for the Conservation and Management of Cultural Heritage: The Case Study of the Old Town of Taranto (Italy)

  • Massimiliano Pepe,
  • Domenica Costantino,
  • Vincenzo Saverio Alfio,
  • Maria Giuseppa Angelini and
  • Alfredo Restuccia Garofalo

The aim of this article is to provide a dedicated approach to the realisation of a CityGML model for the valorisation and the conservation of existing cultural heritage. In particular, for the ancient city of Taranto (Italy), several levels of detail...

(This article belongs to the Special Issue Multi-Resolution Data Fusion for Heritage Building Information Modeling (HBIM) and CityGML Organization)
  • Article
  • Open Access
5 Citations
5,800 Views
18 Pages

A Machine Learning Approach to Delineating Neighborhoods from Geocoded Appraisal Data

  • Rao Hamza Ali,
  • Josh Graves,
  • Stanley Wu,
  • Jenny Lee and
  • Erik Linstead

Identification of neighborhoods is an important, financially-driven topic in real estate. It is known that the real estate industry uses ZIP (postal) codes and Census tracts as a source of land demarcation to categorize properties with respect to the...

  • Article
  • Open Access
103 Citations
12,216 Views
27 Pages

LASDU: A Large-Scale Aerial LiDAR Dataset for Semantic Labeling in Dense Urban Areas

  • Zhen Ye,
  • Yusheng Xu,
  • Rong Huang,
  • Xiaohua Tong,
  • Xin Li,
  • Xiangfeng Liu,
  • Kuifeng Luan,
  • Ludwig Hoegner and
  • Uwe Stilla

The semantic labeling of the urban area is an essential but challenging task for a wide variety of applications such as mapping, navigation, and monitoring. The rapid advance in Light Detection and Ranging (LiDAR) systems provides this task with a po...

  • Article
  • Open Access
16 Citations
6,924 Views
36 Pages

Nowadays, accessibility to facilities is one of the most discussed issues in sustainable urban planning. In the current research, two spatial distance accessibility measures were applied to evaluate the accessibility to amenities, services, and facil...

(This article belongs to the Special Issue Measuring, Mapping, Modeling, and Visualization of Cities)
  • Article
  • Open Access
15 Citations
5,899 Views
23 Pages

GIS-Based Mapping of Seismic Parameters for the Pyrenees

  • José Lázaro Amaro-Mellado and
  • Dieu Tien Bui

In the present paper, three of the main seismic parameters, maximum magnitude -Mmax, b-value, and annual rate -AR, have been studied for the Pyrenees range in southwest Europe by a Geographic Information System (GIS). The main aim of this work is to...

(This article belongs to the Special Issue Geo-Informatics in Resource Management)
  • Article
  • Open Access
23 Citations
6,552 Views
16 Pages

Generating and Mapping Amazonian Urban Regions Using a Geospatial Approach

  • Pablo F. Cabrera-Barona,
  • Manuel Bayón,
  • Gustavo Durán,
  • Alejandra Bonilla and
  • Verónica Mejía

(1) background: Urban representations of the Amazon are urgently needed in order to better understand the complexity of urban processes in this area of the World. So far, limited work that represents Amazonian urban regions has been carried out. (2)...

(This article belongs to the Special Issue Measuring, Mapping, Modeling, and Visualization of Cities)
  • Article
  • Open Access
58 Citations
6,884 Views
20 Pages

The main purpose of this study was to apply the novel bivariate weights-of-evidence-based SysFor (SF) for landslide susceptibility mapping, and two machine learning techniques, namely the naïve Bayes (NB) and Radial basis function networks (RBFN...

  • Article
  • Open Access
6 Citations
4,753 Views
13 Pages

The article presents research on the evaluation of hidden map metadata. A hidden map is a map being part of a book that illustrates certain facts described in the book (e.g., military campaigns, political processes, migrations). The evaluation regard...

(This article belongs to the Special Issue Geographic Information Extraction and Retrieval)
  • Article
  • Open Access
17 Citations
5,180 Views
22 Pages

Post-Earthquake Recovery Phase Monitoring and Mapping Based on UAS Data

  • Nikolaos Soulakellis,
  • Christos Vasilakos,
  • Stamatis Chatzistamatis,
  • Dimitris Kavroudakis,
  • Georgios Tataris,
  • Ermioni-Eirini Papadopoulou,
  • Apostolos Papakonstantinou,
  • Olga Roussou and
  • Themistoklis Kontos

Geoinformatics plays an essential role during the recovery phase of a post-earthquake situation. The aim of this paper is to present the methodology followed and the results obtained by the utilization of Unmanned Aircraft Systems (UASs) 4K-video foo...

(This article belongs to the Special Issue Geomatics and Geo-Information in Earthquake Studies)
  • Article
  • Open Access
5 Citations
3,885 Views
16 Pages

Human activity events are often recorded with their geographic locations and temporal stamps, which form spatial patterns of the events during individual time periods. Temporal attributes of these events help us understand the evolution of spatial pr...

  • Article
  • Open Access
7 Citations
3,404 Views
15 Pages

Real-word phenomena, such as ocean eddies and clouds, tend to split and merge while they are moving around within a space. Their trajectories usually bear one or more branches and are accordingly defined as complex trajectories in this study. The tra...

(This article belongs to the Special Issue Spatio-Temporal Models and Geo-Technologies)
  • Article
  • Open Access
5 Citations
3,646 Views
19 Pages

Capacitated Refuge Assignment for Speedy and Reliable Evacuation

  • Takanori Hara,
  • Masahiro Sasabe,
  • Taiki Matsuda and
  • Shoji Kasahara

When a large-scale disaster occurs, each evacuee should move to an appropriate refuge in a speedy and safe manner. Most of the existing studies on the refuge assignment consider the speediness of evacuation and refuge capacity while the safety of eva...

(This article belongs to the Special Issue Geomatics and Geo-Information in Earthquake Studies)
  • Feature Paper
  • Review
  • Open Access
283 Citations
29,883 Views
29 Pages

Extended Reality in Spatial Sciences: A Review of Research Challenges and Future Directions

  • Arzu Çöltekin,
  • Ian Lochhead,
  • Marguerite Madden,
  • Sidonie Christophe,
  • Alexandre Devaux,
  • Christopher Pettit,
  • Oliver Lock,
  • Shashwat Shukla,
  • Lukáš Herman and
  • Nicholas Hedley
  • + 4 authors

This manuscript identifies and documents unsolved problems and research challenges in the extended reality (XR) domain (i.e., virtual (VR), augmented (AR), and mixed reality (MR)). The manuscript is structured to include technology, design, and human...

(This article belongs to the Special Issue State-of-the-Art in Spatial Information Science)
  • Article
  • Open Access
10 Citations
5,985 Views
14 Pages

In the article, authors have analyzed cartographic materials presenting the spatial development of Gliwice with the use of multimedia tools. The materials prove that this area has played an important part in the road system of the region, country and...

(This article belongs to the Special Issue Multimedia Cartography)
  • Article
  • Open Access
4,073 Views
17 Pages

The majority of the existing land information systems (LIS) are centralized, transaction processing systems based on object-relational database management systems for data storage, management, and retrieval. These traditional database management syst...

  • Article
  • Open Access
21 Citations
14,316 Views
25 Pages

The focus of this research is addressing a subset of the geovisualization (i.e., geographic visualization) challenges identified in the literature, namely multidimensional vector and raster geospatial data visualization. Moreover, the work implements...

(This article belongs to the Special Issue Geodata Science and Spatial Analysis in Urban Studies)
  • Editorial
  • Open Access
11 Citations
5,684 Views
5 Pages

Geo-Spatial Analysis in Hydrology

  • Qiming Zhou and
  • Jianfeng Li

With the increasing demand for accurate and reliable hydrological information, geo-spatial analysis plays a more and more important role in hydrological studies. The development of the geo-spatial technique advances our understanding of the complex a...

(This article belongs to the Special Issue Geo-Spatial Analysis in Hydrology)
  • Article
  • Open Access
14 Citations
6,067 Views
22 Pages

Manifold socio-economic processes shape the built and natural elements in urban areas. They thus influence both the living environment of urban dwellers and sustainability in many dimensions. Monitoring the development of the urban fabric and its rel...

(This article belongs to the Special Issue Geodata Science and Spatial Analysis in Urban Studies)
  • Article
  • Open Access
20 Citations
8,847 Views
16 Pages

Efficient evacuation planning is important for quickly navigating people to shelters during and after an earthquake. Geographical information systems are often used to plan routes that minimize the distance people must walk to reach shelters, but thi...

(This article belongs to the Special Issue Geomatics and Geo-Information in Earthquake Studies)
  • Article
  • Open Access
21 Citations
6,592 Views
12 Pages

In spite of the tremendous success in artificial intelligence technology and a high level of automation in geospatial data obtaining processes, there is still a need for topographical field data collection by professional surveyors. Understanding ter...

  • Article
  • Open Access
81 Citations
34,632 Views
19 Pages

Earthquake Risk Assessment for Tehran, Iran

  • Farnaz Kamranzad,
  • Hossein Memarian and
  • Mehdi Zare

The megacity of Tehran, the capital of Iran, is subjected to a high earthquake risk. Located at the central part of the Alpine–Himalayan seismic belt, Tehran is surrounded by several active faults that show some M7+ historical earthquake record...

  • Article
  • Open Access
10 Citations
4,843 Views
30 Pages

The new wave of modern rail transit and the proposal of the Belt and Road Initiative (BRI) have complicated the business patterns of the rolling stock manufacturing industry (RSMI) and the export of rolling stock products, especially in the case of c...

(This article belongs to the Special Issue Geographic Complexity: Concepts, Theories, and Practices)
  • Article
  • Open Access
87 Citations
11,831 Views
18 Pages

Exploring the Cognitive Load of Expert and Novice Map Users Using EEG and Eye Tracking

  • Merve Keskin,
  • Kristien Ooms,
  • Ahmet Ozgur Dogru and
  • Philippe De Maeyer

The main objective of this research is to explore the cognitive processes of expert and novice map users during the retrieval of map-related information, within varying difficulty levels (i.e., easy, moderate, hard), by using eye tracking and electro...

  • Article
  • Open Access
19 Citations
9,447 Views
22 Pages

Change Detection from Remote Sensing to Guide OpenStreetMap Labeling

  • Conrad M. Albrecht,
  • Rui Zhang,
  • Xiaodong Cui,
  • Marcus Freitag,
  • Hendrik F. Hamann,
  • Levente J. Klein,
  • Ulrich Finkler,
  • Fernando Marianno,
  • Johannes Schmude and
  • Siyuan Lu
  • + 3 authors

The growing amount of openly available, meter-scale geospatial vertical aerial imagery and the need of the OpenStreetMap (OSM) project for continuous updates bring the opportunity to use the former to help with the latter, e.g., by leveraging the lat...

(This article belongs to the Special Issue OpenStreetMap as A Multi-Disciplinary Nexus: Perspectives, Practices and Procedures)
  • Article
  • Open Access
7 Citations
6,437 Views
28 Pages

Micro, small, and medium-sized enterprises (MSMEs) are an essential part of economies at the national, regional, and local levels. Understanding the determinants of the development of this sector is interesting not only for researchers but also for l...

(This article belongs to the Special Issue Spationomy—Spatial Exploration of Economic Data)
  • Article
  • Open Access
27 Citations
6,376 Views
25 Pages

GeohashTile: Vector Geographic Data Display Method Based on Geohash

  • Chang Zhou,
  • Huimei Lu,
  • Yong Xiang,
  • Jingbang Wu and
  • Feng Wang

In the development of geographic information-based applications for mobile devices, achieving better access speed and visual effects is the main research aim. In this paper, we propose a new geographic data display method based on Geohash, namely Geo...

  • Article
  • Open Access
80 Citations
12,001 Views
29 Pages

Globalization has become a major issue of focus as rapid urban populations and urbanization effects are on the rise. A critical need arises for effective urban planning for Istanbul in relation to the use of a hybrid approach integrating AHP-Entropy...

  • Article
  • Open Access
8 Citations
4,290 Views
23 Pages

Spatial Exploration of Economic Data—Insight into Attitudes of Students towards Interdisciplinary Knowledge

  • Simona Sternad Zabukovšek,
  • Polona Tominc,
  • Samo Bobek and
  • Tjaša Štrukelj

This paper uses the technology acceptance model (TAM) framework for the research of economic and geography students’ attitudes towards interdisciplinary knowledge. Based on the SmartPLS Structural equation modelling SEM variance-based method, r...

(This article belongs to the Special Issue Spationomy—Spatial Exploration of Economic Data)
  • Article
  • Open Access
6 Citations
4,994 Views
18 Pages

Sharp Feature Detection as a Useful Tool in Smart Manufacturing

  • Jana Prochazkova,
  • David Procházka and
  • Jaromír Landa

Industry 4.0 comprises a wide spectrum of developmental processes within the management of manufacturing and chain production. Presently, there is a huge effort to automate manufacturing and have automatic control of the production. This intention le...

(This article belongs to the Special Issue Advanced Research Based on Multi-Dimensional Point Cloud Analysis)
  • Article
  • Open Access
9 Citations
5,667 Views
29 Pages

A Gamification-Based Approach on Indoor Wayfinding Research

  • Dries De Leeuw,
  • Philippe De Maeyer and
  • Laure De Cock

Indoor environments can be very complex. Due to the challenges in these environments in combination with the absence of mobile wayfinding aids, a great need exists for innovative research on indoor wayfinding. In this explorative study, a game was de...

(This article belongs to the Special Issue Gaming and Geospatial Information)
  • Article
  • Open Access
31 Citations
4,963 Views
16 Pages

Freshwater lakes supply a large amount of inland water resources to sustain local and regional developments. However, some lake systems depend upon great fluctuation in water surface area. Poyang lake, the largest freshwater lake in China, undergoes...

(This article belongs to the Special Issue Geospatial Advances in Landscape Ecology)
  • Feature Paper
  • Article
  • Open Access
6 Citations
4,330 Views
17 Pages

GNSS positioning accuracy can be degraded in areas where the surrounding object geometry and morphology interacts with the GNSS signals. Specifically, urban environments pose challenges to precise GNSS positioning because of signal interference or in...

(This article belongs to the Special Issue Unmanned Aerial Systems and Geoinformatics)
  • Article
  • Open Access
9 Citations
9,064 Views
26 Pages

Research on the Colors of Military Symbols in Digital Situation Maps Based on Event-Related Potential Technology

  • Yafeng Niu,
  • Guorui Ma,
  • Wei Xue,
  • Chengqi Xue,
  • Tianyu Zhou,
  • Yue Gao,
  • Hongrui Zuo and
  • Tao Jin

Under the trend of increasingly informationalized military operations and the increasing maneuverability of combat units, military commanders have put forward higher requirements for the accuracy and promptness of information on battlefield situation...

  • Editorial
  • Open Access
3 Citations
5,125 Views
6 Pages

Land administration is an essential part of public administration. Geographic Information Science (GIScience) deals with the concepts, principles, and models of geographic information. Land administration has always adopted new technological and scie...

(This article belongs to the Special Issue Applications of GIScience for Land Administration)
  • Article
  • Open Access
13 Citations
5,111 Views
15 Pages

This study is focused on indoor navigation network extraction for navigation applications based on available 3D building data and using SFCGAL library, e.g. simple features computational geometry algorithms library. In this study, special attention i...

(This article belongs to the Special Issue 3D Indoor Mapping and Modelling)
  • Article
  • Open Access
16 Citations
6,946 Views
23 Pages

Numbers on Thematic Maps: Helpful Simplicity or Too Raw to Be Useful for Map Reading?

  • Jolanta Korycka-Skorupa and
  • Izabela Małgorzata Gołębiowska

As the development of small-scale thematic cartography continues, there is a growing interest in simple graphic solutions, e.g., in the form of numerical values presented on maps to replace or complement well-established quantitative cartographic met...

  • Article
  • Open Access
18 Citations
4,722 Views
20 Pages

The present study aimed to design, develop, operate and evaluate a sightseeing spot recommendation system that can efficiently and usefully support tourists while considering their visiting frequencies. This system was developed by integrating social...

(This article belongs to the Special Issue Multimedia Cartography)

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