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ISPRS International Journal of Geo-Information, Volume 8, Issue 8

2019 August - 48 articles

Cover Story: High-resolution grids, created from historical census data, can help in the study of population changes and the combined analysis of population with other variables. We propose a hybrid disaggregation technique that combines dasymetric mapping and pycnophylactic interpolation, leveraging different types of ancillary variables in order to disaggregate historical census data into a 200 m grid. We report on experiments with data from three national censuses from around 1900, in Great Britain, Belgium, and the Netherlands. Our method outperforms simpler schemes based on mass-preserving areal weighting or pycnophylactic interpolation. The best results were obtained using modern regression methods (i.e., gradient tree boosting or convolutional neural networks, depending on the case study), which were previously only seldom used for spatial data disaggregation. View this paper.
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Articles (48)

  • Feature Paper
  • Article
  • Open Access
4 Citations
5,960 Views
17 Pages

Expressing History through a Geo-Spatial Ontology

  • Humphrey Southall and
  • Paula Aucott

Conventional Geographical Information Systems (GIS) software struggles to represent uncertain and contested historical knowledge. An ontology, meaning a semantic structure defining named entities, and explicit and typed relationships, can be construc...

  • Article
  • Open Access
16 Citations
7,478 Views
22 Pages

User Evaluation of Map-Based Visual Analytic Tools

  • Stanislav Popelka,
  • Lukáš Herman,
  • Tomas Řezník,
  • Michaela Pařilová,
  • Karel Jedlička,
  • Jiří Bouchal,
  • Michal Kepka and
  • Karel Charvát

Big data have also become a big challenge for cartographers, as the majority of big data may be localized. The use of visual analytics tools, as well as comprising interactive maps, stimulates inter-disciplinary actors to explore new ideas and decisi...

  • Article
  • Open Access
55 Citations
14,396 Views
18 Pages

Developers have long used game engines for visualizing virtual worlds for players to explore. However, using real-world data in a game engine is always a challenging task, since most game engines have very little support for geospatial data. This pap...

  • Article
  • Open Access
3,386 Views
26 Pages

Multifaceted Geometric Assessment towards Simplified Urban Surfaces Built by 3D Reconstruction

  • Sheng’en Liu,
  • Hui Yi,
  • Xiangning Chen,
  • Decheng Wang and
  • Wei Jin

Large-scale three-dimensional (3D) reconstruction from multi-view images is used to generate 3D mesh surfaces, which are usually built for urban areas and are widely applied in many research hotspots, such as smart cities. Their simplification is a s...

  • Article
  • Open Access
26 Citations
5,672 Views
18 Pages

An Attention-Based Spatiotemporal Gated Recurrent Unit Network for Point-of-Interest Recommendation

  • Chunyang Liu,
  • Jiping Liu,
  • Jian Wang,
  • Shenghua Xu,
  • Houzeng Han and
  • Yang Chen

Point-of-interest (POI) recommendation is one of the fundamental tasks for location-based social networks (LBSNs). Some existing methods are mostly based on collaborative filtering (CF), Markov chain (MC) and recurrent neural network (RNN). However,...

  • Article
  • Open Access
20 Citations
5,694 Views
17 Pages

Quantitative assessments and dynamic monitoring of indicators based on fine-scale population data are necessary to support the implementation of the United Nations (UN) 2030 Agenda and to comprehensively achieve its 17 Sustainable Development Goals (...

  • Article
  • Open Access
7 Citations
5,045 Views
9 Pages

Planning Sustainable Economic Development in the Russian Arctic

  • Alexander Evseev,
  • Tatiana Krasovskaya,
  • Vladimir Tikunov and
  • Irina Tikunova

Recent federal documents devoted to the Arctic zone economic development highlighted eight basic areas—future innovative centers of regional development. Totally 150 investment projects are planned by 2030, where 48% are designated for mineral...

  • Article
  • Open Access
22 Citations
5,740 Views
13 Pages

Complex natural disasters often cause people to suffer hardships, and they can cause a large number of casualties. A population that has been affected by a natural disaster is at high risk and desperately in need of help. Even with the timely assessm...

  • Article
  • Open Access
19 Citations
4,778 Views
16 Pages

Information from social media microblogging has been applied to management of emergency situations following disasters. In particular, such blogs contain much information about the public perception of disasters. However, the effective collection and...

  • Article
  • Open Access
7 Citations
3,672 Views
23 Pages

A Study on a Matching Algorithm for Urban Underground Pipelines

  • Shuai Wang,
  • Qingsheng Guo,
  • Xinglin Xu and
  • Yuwu Xie

Urban underground pipelines are known as “urban blood vessels”. To detect changes in integrated pipelines and professional pipelines, the matching of same-name spatial objects is critical. Existing algorithms used for vector network match...

  • Article
  • Open Access
9 Citations
5,174 Views
31 Pages

This paper describes how a platform for publishing and querying linked open data for the Brussels Capital region in Belgium is built. Data are provided as relational tables or XML documents and are mapped into the RDF data model using R2RML, a standa...

  • Case Report
  • Open Access
6 Citations
3,980 Views
14 Pages

Satellite data are underutilized in many branches of operational oceanography. Users outside of the satellite community often encounter difficulty in discovering the types of satellite measurements that are available, and determining which satellite...

  • Article
  • Open Access
12 Citations
6,577 Views
13 Pages

This study compares the performance of five popular equal-area projections supported by Free and Open Source Software for Geo-spatial (FOSS4G)—Sinusoidal, Mollweide, Hammer, Eckert IV and Homolosine. A set of 21,872 discrete distortion vindicat...

  • Article
  • Open Access
28 Citations
6,259 Views
15 Pages

The rental housing market plays a critical role in the United States real estate market. In addition, rent changes are also indicators of urban transformation and social phenomena. However, traditional data sources for market rent prediction are ofte...

  • Article
  • Open Access
3 Citations
5,606 Views
14 Pages

In Africa, there is growing knowledge regarding the use of data obtained by remote sensing and analysed while using Geographic Information Systems for solving myriad problems. The awareness has largely arisen through the efforts of the Programme on S...

  • Article
  • Open Access
14 Citations
5,448 Views
17 Pages

Incorporating Topological Representation in 3D City Models

  • Stelios Vitalis,
  • Ken Arroyo Ohori and
  • Jantien Stoter

3D city models are being extensively used in applications such as evacuation scenarios and energy consumption estimation. The main standard for 3D city models is the CityGML data model which can be encoded through the CityJSON data format. CityGML an...

  • Review
  • Open Access
29 Citations
10,375 Views
16 Pages

We are now generating exponentially more data from more sources than a few years ago. Big data, an already familiar term, has been generally defined as a massive volume of structured, semi-structured, and/or unstructured data, which may not be effect...

  • Article
  • Open Access
15 Citations
4,293 Views
25 Pages

Semantic Profiles for Easing SensorML Description: Review and Proposal

  • Paolo Tagliolato,
  • Cristiano Fugazza,
  • Alessandro Oggioni and
  • Paola Carrara

The adoption of Sensor Web Enablement (SWE) practices by sensor maintainers is hampered by the inherent complexity of the Sensor Model Language (SensorML), its high expressiveness, and the scarce availability of editing tools. To overcome these issue...

  • Article
  • Open Access
72 Citations
15,684 Views
19 Pages

An Improved Global Analysis of Population Distribution in Proximity to Active Volcanoes, 1975–2015

  • Sergio Freire,
  • Aneta J. Florczyk,
  • Martino Pesaresi and
  • Richard Sliuzas

Better and more detailed analyses of global human exposure to hazards and associated disaster risk require improved geoinformation on population distribution and densities. In particular, issues of temporal and spatial resolution are important for de...

  • Article
  • Open Access
60 Citations
5,421 Views
16 Pages

Research on Urban Ecological Network Under the Threat of Road Networks—A Case Study of Wuhan

  • Zuohua Miao,
  • Lei Pan,
  • Qiaozhi Wang,
  • Pei Chen,
  • Cheng Yan and
  • Likun Liu

The creation of a road network can lead to the fragmentation and reduction of the connectivity of the ecological habitat. The study of urban ecological networks under threat from rapidly developing road networks is of great significance in understand...

  • Article
  • Open Access
11 Citations
4,753 Views
14 Pages

Digital archiving of three-dimensional cultural heritage assets has increased the demand for visualization of large-scale point clouds of cultural heritage assets acquired by laser scanning. We proposed a fused transparent visualization method that v...

  • Article
  • Open Access
27 Citations
5,978 Views
18 Pages

Pick-up and drop-off events of taxi trajectory data contain rich information about residents’ travel activities and road traffic. Such data have been widely applied in urban hotspot detection in recent years. However, few studies have attempted...

  • Article
  • Open Access
15 Citations
4,099 Views
17 Pages

A Spatio-Temporal Flow Model of Urban Dockless Shared Bikes Based on Points of Interest Clustering

  • Jian Dong,
  • Bin Chen,
  • Lingnan He,
  • Chuan Ai,
  • Fang Zhang,
  • Danhuai Guo and
  • Xiaogang Qiu

With the advantages of convenient access and free parking, urban dockless shared bikes are favored by the public. However, the irregular flow of dockless shared bikes poses a challenge for the research of flow pattern. In this paper, the flow charact...

  • Article
  • Open Access
24 Citations
4,264 Views
21 Pages

Ecosystem services are the benefits obtained from an ecosystem that have great significance in sustainable development. Urbanization has triggered significant changes on urban spatial patterns, which have had a great impact on the ecosystem services....

  • Article
  • Open Access
3 Citations
4,195 Views
17 Pages

Multi-Scale Flow Field Mapping Method Based on Real-Time Feature Streamlines

  • Yu Fang,
  • Bo Ai,
  • Jing Fang,
  • Wenpeng Xin,
  • Xiangwei Zhao and
  • Guannan Lv

Traditional static flow field visualization methods suffer from many problems, such as a lack of continuity expression in the vector field, uneven distribution of seed points, messy visualization, and time-consuming calculations. In response to these...

  • Article
  • Open Access
7 Citations
6,488 Views
16 Pages

The Distribution Pattern of the Railway Network in China at the County Level

  • Minmin Li,
  • Renzhong Guo,
  • You Li,
  • Biao He and
  • Yong Fan

Evaluation of the railway network distribution and its impacts on social and economic development has great significance for building an efficient and comprehensive railway system. To address the lack of evaluation indicators to assess the railway ne...

  • Article
  • Open Access
17 Citations
5,538 Views
22 Pages

Improving the Positional Accuracy of Traditional Cadastral Index Maps with Membrane Adjustment in Slovenia

  • Marjan Čeh,
  • Frank Gielsdorf,
  • Barbara Trobec,
  • Mateja Krivic and
  • Anka Lisec

The main purpose of this research is to evaluate the improvement in positional accuracy (PAI) of cadastral boundary points’ coordinates through the adjustment of a large set of digital cadastral index maps of rural regions based on traditional...

  • Article
  • Open Access
9 Citations
7,822 Views
17 Pages

We propose a framework based on the 5W1H model-based metadata for remote diagnosis in virtual reality (VR). For this purpose, we suggest unique metadata composed of Point of Interest (POI)-extended anchor (xAnchor)-content for a context-aware service...

  • Article
  • Open Access
23 Citations
4,521 Views
25 Pages

In order to improve the dynamic optimization of fleet size and standardized management of dockless bike-sharing, this paper focuses on using the Markov stochastic process and linear programming method to solve the problem of bike-sharing fleet size a...

  • Editorial
  • Open Access
4 Citations
3,195 Views
11 Pages

Since the launch of Landsat-1 in 1972, the scientific domain of geo-information has been incrementally shaped through different periods, due to technology evolutions: in devices (satellites, UAV, IoT), in sensors (optical, radar, LiDAR), in software...

  • Article
  • Open Access
34 Citations
11,116 Views
22 Pages

An important function of a water distribution system (WDS) is to supply drinking water to each demand point using a pipe network that has minimal impact on the surroundings. To produce a reliable WDS, planning usually requires a significant amount of...

  • Article
  • Open Access
16 Citations
4,815 Views
24 Pages

Eigenvector Spatial Filtering-Based Logistic Regression for Landslide Susceptibility Assessment

  • Huifang Li,
  • Yumin Chen,
  • Susu Deng,
  • Meijie Chen,
  • Tao Fang and
  • Huangyuan Tan

Logistic regression methods have been widely used for landslide research. However, previous studies have seldom paid attention to the frequent occurrence of spatial autocorrelated residuals in regression models, which indicate a model misspecificatio...

  • Article
  • Open Access
9 Citations
5,077 Views
21 Pages

Development of an Indoor Space Semantic Model and Its Implementation as an IndoorGML Extension

  • Nishith Maheshwari,
  • Srishti Srivastava and
  • Krishnan Sundara Rajan

Geospatial data capture and handling of indoor spaces is increasing over the years and has had a varied history of data sources ranging from architectural and building drawings to indoor data acquisition approaches. While these have been more data fo...

  • Article
  • Open Access
3 Citations
3,304 Views
16 Pages

The decomposition of a point process is useful for the analysis of spatial patterns and in the discovery of potential mechanisms of geographic phenomena. However, when a local repulsive cluster is present in a complex heterogeneous point process, the...

  • Article
  • Open Access
23 Citations
7,160 Views
22 Pages

Spatial Disaggregation of Historical Census Data Leveraging Multiple Sources of Ancillary Information

  • João Monteiro,
  • Bruno Martins,
  • Patricia Murrieta-Flores and
  • João M. Pires

High-resolution population grids built from historical census data can ease the analyses of geographical population changes, at the same time also facilitating the combination of population data with other GIS layers to perform analyses on a wide ran...

  • Article
  • Open Access
16 Citations
3,986 Views
18 Pages

The seismogenic fault is crucial for spatial prediction of co-seismic landslides, e.g., in logistic regression (LR) analysis considering influence factors. On one hand, earthquake-induced landslides are usually densely distributed along the seismogen...

  • Article
  • Open Access
43 Citations
6,118 Views
18 Pages

Querying 3D Cadastral Information from BIM Models

  • Behnam Atazadeh,
  • Abbas Rajabifard,
  • Yibo Zhang and
  • Maryam Barzegar

There has been significant research on the intersection of 3D cadastre and building information modelling (BIM) over the recent years. BIM provides a multidimensional environment for capturing, curating and communicating the physical and functional a...

  • Article
  • Open Access
48 Citations
5,894 Views
16 Pages

This research describes numerical methods to analyze the absolute transport demand of cyclists and to quantify the road network weaknesses of a city with the aim to identify infrastructure improvements in favor of cyclists. The methods are based on a...

  • Article
  • Open Access
3 Citations
3,339 Views
17 Pages

Quantitatively evaluating the spatial characteristics of regional e-retailing economy linkages is of great significance for clarifying the spatial organization of regional e-retailing economies, and promoting regional coordinated development. However...

  • Article
  • Open Access
52 Citations
10,801 Views
23 Pages

Rockfall events represent significant hazards for areas characterized by high and steep slopes and therefore effective mitigation controls are essential to control their effect. There are a lot of examples all over the world of anthropic areas at ris...

  • Article
  • Open Access
18 Citations
4,207 Views
15 Pages

Effects of Free-Floating Shared Bicycles on Urban Public Transportation

  • Min Cao,
  • Shangjing Ma,
  • Mengxue Huang,
  • Guonian Lü and
  • Min Chen

As a product of the development of the Internet and the sharing economy, shared bicycles are beneficial in solving the last mile problem of public transportation for urban residents and expanding the service area of urban public transportation to a c...

  • Article
  • Open Access
14 Citations
6,384 Views
24 Pages

Multi-Criteria High Voltage Power Line Routing—An Open Source GIS-Based Approach

  • Michael Zipf,
  • Samarth Kumar,
  • Hendrik Scharf,
  • Christoph Zöphel,
  • Constantin Dierstein and
  • Dominik Möst

The integration of different stakeholders’ perspectives when planning large-scale infrastructure projects such as power transmission lines is becoming increasingly important in the public debate. Partly conflicting interests of stakeholders sho...

  • Review
  • Open Access
13 Citations
5,485 Views
17 Pages

Realistic 3D hazard visualizations based on advanced Geographic Information Systems (GIS) may be directly driven by hydrodynamic and wind model outputs (e.g., ADCIRC, the ADvanced CIRCulation Model) and hazard impact modeling (e.g., predicting damage...

  • Article
  • Open Access
50 Citations
5,158 Views
18 Pages

The Suitability of UAS for Mass Movement Monitoring Caused by Torrential Rainfall—A Study on the Talus Cones in the Alpine Terrain in High Tatras, Slovakia

  • Rudolf Urban,
  • Martin Štroner,
  • Peter Blistan,
  • Ľudovít Kovanič,
  • Matej Patera,
  • Stanislav Jacko,
  • Igor Ďuriška,
  • Miroslav Kelemen and
  • Stanislav Szabo

The prediction of landslides and other events associated with slope movement is a very serious issue in many national parks around the world. This article deals with the territory of the Malá Studená Dolina (Little Cold Valley, High Tatras National P...

  • Article
  • Open Access
18 Citations
5,452 Views
19 Pages

Internet GIS-Based Multimodal Public Transport Trip Planning Information System for Travelers in Lithuania

  • Marius Jakimavičius,
  • Vytautas Palevičius,
  • Jurgita Antuchevičiene and
  • Tomas Karpavičius

The main purpose of this research is to present the developed VINTRA system, a comprehensive solution to a fully developed public transit system in Lithuania, and it is very important in encouraging travelers to use public transport. VINTRA is not si...

  • Article
  • Open Access
18 Citations
7,164 Views
14 Pages

Geocoding historical addresses is a primary yet nontrivial application of spatial analysis in historical geographic information systems (GIS) and spatial humanities. We demonstrate our endeavours of geo-referencing and visualising historical census a...

  • Article
  • Open Access
39 Citations
6,631 Views
18 Pages

Landslide identification is a fundamental step enabling the assessment of landslide susceptibility and determining the associated risks. Landslide identification by conventional methods is often time-consuming, therefore alternative techniques, inclu...

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