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ISPRS International Journal of Geo-Information, Volume 10, Issue 9

2021 September - 59 articles

Cover Story: Climate change poses an imminent physical risk to cultural heritage sites and their surrounding landscape through intensifying environmental processes that threaten to alter the archaeological context of sites. In the face of such threats, geospatial techniques such as GIS, remote sensing, and spatial modelling have proved invaluable tools for archaeological research and cultural heritage monitoring. This study presents the application of secondary geospatial data within a processing framework to provide a comprehensive assessment of geophysical risk to the Roman fort of Magna, Carvoran, UK. Results guided inferences about the ancient hydraulic system and allowed the identification of high-risk areas of soil erosion, providing insights to inform future site management practices. View this paper
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Articles (59)

  • Article
  • Open Access
64 Citations
9,589 Views
15 Pages

In light of recent local, national, and global events, spatial justice provides a potentially powerful lens by which to explore a multitude of spatial inequalities. For more than two decades, scholars have been espousing the power of this concept to...

  • Article
  • Open Access
15 Citations
4,914 Views
28 Pages

The management and conservation of wetlands and vulnerable protected areas of high ecological value dependent on the existence of water is complex and generally depends on the climate and rainfall in semi-arid territories such as southeastern Spain....

(This article belongs to the Special Issue GIS and Spatial Analysis in Environmental Assessment under Uncertainty)
  • Article
  • Open Access
13 Citations
5,519 Views
27 Pages

Tourist attraction and tour route recommendation are the key research highlights in the field of smart tourism. Currently, the existing recommendation algorithms encounter certain problems when making decisions regarding tourist attractions and tour...

(This article belongs to the Special Issue Geospatial Artificial Intelligence, GIS or BIM: Applications for Construction, Smart City and Urban Planning)
  • Article
  • Open Access
8 Citations
4,816 Views
14 Pages

The Coronavirus disease 2019 (COVID-19) has been spreading in New York State since March 2020, posing health and socioeconomic threats to many areas. Statistics of daily confirmed cases and deaths in New York State have been growing and declining ami...

  • Article
  • Open Access
54 Citations
10,099 Views
35 Pages

Land-Use Suitability Assessment Using Delphi and Analytical Hierarchy Process (D-AHP) Hybrid Model for Coastal City Management: Kuala Terengganu, Peninsular Malaysia

  • Milad Bagheri,
  • Zelina Zaiton Ibrahim,
  • Shattri Mansor,
  • Latifah Abd Manaf,
  • Mohd Fadzil Akhir,
  • Wan Izatul Asma Wan Talaat and
  • Amin Beiranvand Pour

Since at least half of the world’s population resides and works within coastal land, the coastal zone processes and resource management is of great economic and social importance. One of the fundamental issues for coastal city planners, researchers,...

  • Article
  • Open Access
6 Citations
3,344 Views
21 Pages

Ridesplitting, a form of ridesourcing in which riders with similar origins and destinations are matched, is an effective mode of sustainable transportation. In recently years, ridesplitting has spread rapidly worldwide and plays an increasingly impor...

(This article belongs to the Special Issue GIS in Sustainable Transportation)
  • Article
  • Open Access
25 Citations
4,657 Views
21 Pages

Soil moisture is one of the critical variables in maintaining the global water cycle balance. Moreover, it plays a vital role in climate change, crop growth, and environmental disaster event monitoring, and it is important to monitor soil moisture co...

  • Article
  • Open Access
17 Citations
4,766 Views
19 Pages

Traffic forecasting plays a vital role in intelligent transportation systems and is of great significance for traffic management. The main issue of traffic forecasting is how to model spatial and temporal dependence. Current state-of-the-art methods...

  • Article
  • Open Access
13 Citations
7,378 Views
31 Pages

China-Pakistan economic corridor (CPEC), a critical part of the Belt and Road initiative (BRI), is subjected to rapid infrastructure development, which may lead to potential eco-environmental vulnerability. This study uses multi-source geo-informatio...

  • Article
  • Open Access
1 Citations
3,145 Views
19 Pages

Place types are often used to query places or retrieve data in gazetteers. Existing gazetteers do not use the same place type classification schemes, and the various typing schemes can cause difficulties in data alignment and matching. Different plac...

(This article belongs to the Special Issue Applications and Implications in Geosocial Media Monitoring)
  • Article
  • Open Access
15 Citations
6,570 Views
17 Pages

The hierarchical healthcare system is widely considered to be a desirable mode of the delivery of healthcare services. It is expected that the establishment of a hierarchical healthcare system can help provide better and more equal healthcare accessi...

  • Article
  • Open Access
23 Citations
5,999 Views
15 Pages

Indoor Traveling Salesman Problem (ITSP) Path Planning

  • Jinjin Yan,
  • Sisi Zlatanova,
  • Jinwoo (Brian) Lee and
  • Qingxiang Liu

With the growing complexity of indoor living environments, people have an increasing demand for indoor navigation. Currently, navigation path options in indoor are monotonous as existing navigation systems commonly offer single-source shortest-distan...

  • Article
  • Open Access
32 Citations
5,674 Views
19 Pages

The digital documentation of cultural relics plays an important role in archiving, protection, and management. In the field of cultural heritage, three-dimensional (3D) point cloud data is effective at expressing complex geometric structures and geom...

(This article belongs to the Special Issue Multi-Resolution Data Fusion for Heritage Building Information Modeling (HBIM) and CityGML Organization)
  • Article
  • Open Access
47 Citations
8,102 Views
29 Pages

Focusing on the collision avoidance problem for Unmanned Surface Vehicles (USVs) in the scenario of multi-vessel encounters, a USV autonomous obstacle avoidance algorithm based on the improved velocity obstacle method is proposed. The algorithm is co...

(This article belongs to the Special Issue Unmanned Aerial Systems and Geoinformatics)
  • Article
  • Open Access
3 Citations
5,319 Views
28 Pages

Geospatial Data Disaggregation through Self-Trained Encoder–Decoder Convolutional Models

  • João Monteiro,
  • Bruno Martins,
  • Miguel Costa and
  • João M. Pires

Datasets collecting demographic and socio-economic statistics are widely available. Still, the data are often only released for highly aggregated geospatial areas, which can mask important local hotspots. When conducting spatial analysis, one often n...

  • Article
  • Open Access
5 Citations
5,090 Views
27 Pages

With the development of indoor positioning methods, such as Wi-Fi positioning, geomagnetic sensor positioning, Ultra-Wideband positioning, and pedestrian dead reckoning, the area of location-based services (LBS) is expanding from outdoor to indoor sp...

  • Article
  • Open Access
5 Citations
4,545 Views
19 Pages

Exploring the Spatial–Temporal Analysis of Coastline Changes Using Place Name Information on Hainan Island, China

  • Jisheng Xia,
  • Guize Luan,
  • Fei Zhao,
  • Zhiyan Peng,
  • Lu Song,
  • Shucheng Tan and
  • Zhifang Zhao

A coastline is the boundary zone between land and sea, an active zone of human social production activities and an area where the ecology is fragile and easy to change. The traditional method to analyze temporal and spatial changes in the coastline i...

  • Article
  • Open Access
16 Citations
10,274 Views
24 Pages

Facing the increased frequency of disasters and resulting in massive damages, many countries have developed their frameworks for Disaster Risk Management (DRM). However, these frameworks may differ concerning legal, policy, planning and organisationa...

(This article belongs to the Special Issue Disaster Management and Geospatial Information)
  • Article
  • Open Access
69 Citations
6,876 Views
19 Pages

How Did Built Environment Affect Urban Vitality in Urban Waterfronts? A Case Study in Nanjing Reach of Yangtze River

  • Zhengxi Fan,
  • Jin Duan,
  • Menglin Luo,
  • Huanran Zhan,
  • Mengru Liu and
  • Wangchongyu Peng

The potential of urban waterfronts as vibrant urban spaces has become a focus of urban studies in recent years. However, few studies have examined the relationships between urban vitality and built environment characteristics in urban waterfronts. Th...

(This article belongs to the Special Issue GIS-Based Analysis for Quality of Life and Environmental Monitoring)
  • Article
  • Open Access
2 Citations
3,966 Views
19 Pages

Rice Yield Simulation and Planting Suitability Environment Pattern Recognition at a Fine Scale

  • Daichao Li,
  • Jianqin Liang,
  • Xingfeng Wang,
  • Sheng Wu,
  • Xiaowei Xie and
  • Jiaqi Lu

Analyzing rice yields and multidimensional environmental factors at a fine scale facilitates the discovery of the planting environment patterns that guide the spatial layout of rice production. This study uses Pucheng County, Fujian Province, a demon...

(This article belongs to the Special Issue Spatio-Temporal Models and Geo-Technologies)
  • Article
  • Open Access
25 Citations
3,953 Views
20 Pages

Improved Indoor Fingerprinting Localization Method Using Clustering Algorithm and Dynamic Compensation

  • Jingxue Bi,
  • Lu Huang,
  • Hongji Cao,
  • Guobiao Yao,
  • Wengang Sang,
  • Jie Zhen and
  • Yuying Liu

Many indoor fingerprinting localization methods are based on signal-domain distances with large localization error and low stability. An improved fingerprinting localization method using a clustering algorithm and dynamic compensation was proposed. I...

  • Article
  • Open Access
19 Citations
4,995 Views
17 Pages

Public emergencies often have an impact on the production and operation of enterprises. Timely and effective quantitative measurement of enterprises’ offline resumption of work after public emergencies is conducive to the formulation and implementati...

  • Communication
  • Open Access
10 Citations
4,835 Views
12 Pages

Indoor navigation has become more important these days due to the current situation worldwide in the aftermath of the outbreak of the COVID-19 pandemic, posing an unparalleled threat amounting to a humanitarian crisis on a global scale. Indoor naviga...

  • Article
  • Open Access
20 Citations
7,002 Views
23 Pages

Buildings can be introduced as a fundamental element for forming a city. Therefore, up-to-date building maps have become vital for many applications, including urban mapping and urban expansion analysis. With the development of deep learning, segment...

  • Article
  • Open Access
37 Citations
7,740 Views
21 Pages

Due to a growing appreciation for the ecological and recreational benefits of public green spaces, the evaluation of urban parks’ service efficiency, as well as citizens’ behavioral preferences for daily recreation, have become an increasing academic...

  • Article
  • Open Access
9 Citations
4,411 Views
24 Pages

Formalizing Parameter Constraints to Support Intelligent Geoprocessing: A SHACL-Based Method

  • Zhi-Wei Hou,
  • Cheng-Zhi Qin,
  • A-Xing Zhu,
  • Yi-Jie Wang,
  • Peng Liang,
  • Yu-Jing Wang and
  • Yun-Qiang Zhu

Intelligent geoprocessing relies heavily on formalized parameter constraints of geoprocessing tools to validate the input data and to further ensure the robustness and reliability of geoprocessing. However, existing methods developed to formalize par...

(This article belongs to the Special Issue Semantic Spatial Web)
  • Article
  • Open Access
3 Citations
3,427 Views
18 Pages

(1) Background: The stochastic nature of agent-based models (ABMs) may be responsible for the variability of simulated outputs. Multiple simulation runs (i.e., replicates) need to be performed to have enough sample size for hypothesis testing and val...

  • Article
  • Open Access
83 Citations
6,706 Views
20 Pages

Landslide susceptibility maps are very important tools in the planning and management of landslide prone areas. Qualitative and quantitative methods each have their own advantages and dis-advantages in landslide susceptibility mapping. The aim of thi...

(This article belongs to the Special Issue Application of Geology and GIS)
  • Review
  • Open Access
135 Citations
29,297 Views
32 Pages

Machine Learning of Spatial Data

  • Behnam Nikparvar and
  • Jean-Claude Thill

Properties of spatially explicit data are often ignored or inadequately handled in machine learning for spatial domains of application. At the same time, resources that would identify these properties and investigate their influence and methods to ha...

  • Article
  • Open Access
7 Citations
3,417 Views
18 Pages

A Geometric Layout Method for Synchronous Pseudolite Positioning Systems Based on a New Weighted HDOP

  • Xinyang Zhao,
  • Qiangqiang Shuai,
  • Guangchen Li,
  • Fangzhou Lu and
  • Bocheng Zhu

The positioning accuracy of a ground-based system in an indoor environment is closely related to the geometric configuration of pseudolites. This paper presents a simple closed-form equation for computing the weighted horizontal dilution of precision...

(This article belongs to the Special Issue Advances in Localization and Navigation (GIS Ostrava 2021))
  • Article
  • Open Access
38 Citations
15,295 Views
27 Pages

The unprecedented COVID-19 pandemic is showing dramatic impact across the world. Public health authorities attempt to fight against the virus while maintaining economic activity. In the face of the uncertainty derived from the virus, all the countrie...

(This article belongs to the Special Issue Geospatial Approaches for Understanding the Social, Economic and Environmental Impacts of COVID-19)
  • Article
  • Open Access
10 Citations
4,716 Views
21 Pages

Modelling human mobility is crucial in several areas, from urban planning to epidemic modelling, traffic forecasting, and what-if analysis. Existing generative models focus mainly on reproducing the spatial and temporal dimensions of human mobility,...

(This article belongs to the Special Issue Spatial Data Science and Artificial Intelligence for Human Mobility Research)
  • Article
  • Open Access
92 Citations
7,472 Views
17 Pages

Spatially Varying Effects of Street Greenery on Walking Time of Older Adults

  • Linchuan Yang,
  • Jixiang Liu,
  • Yuan Liang,
  • Yi Lu and
  • Hongtai Yang

Population aging has become a notable and enduring demographic phenomenon worldwide. Older adults’ walking behavior is determined by many factors, such as socioeconomic attributes and the built environment. Although a handful of recent studies have e...

(This article belongs to the Special Issue Advancements in Geospatial Planning and Assessment of Green Infrastructure in Cities of the Future)
  • Article
  • Open Access
2 Citations
4,058 Views
19 Pages

A literature review of the important trends in predictive crime modeling and the existing measures of accuracy was undertaken. It highlighted the need for a robust, comprehensive and independent evaluation and the need to include complementary measur...

(This article belongs to the Special Issue Geographic Crime Analysis)
  • Article
  • Open Access
16 Citations
8,898 Views
15 Pages

GIS Models for Vulnerability of Coastal Erosion Assessment in a Tropical Protected Area

  • Luís Russo Vieira,
  • José Guilherme Vieira,
  • Isabel Marques da Silva,
  • Edison Barbieri and
  • Fernando Morgado

Coastal erosion is considered a major worldwide challenge. The vulnerability assessment of coastal areas, in relation to climate change, is a key topic of worldwide increasing interest. The integration of methodologies supported by Remote Sensing, Ge...

(This article belongs to the Special Issue Geomatic Applications to Coastal Research: Challenges and New Developments)
  • Article
  • Open Access
3 Citations
3,855 Views
22 Pages

Measures of similarity or differences between data objects are applied frequently in geography, biology, computer science, linguistics, logic, business analytics, and statistics, among other fields. This work focuses on event sequence similarity amon...

(This article belongs to the Special Issue Spatio-Temporal Models and Geo-Technologies)
  • Article
  • Open Access
48 Citations
12,332 Views
17 Pages

As a reflection of shifting and fluid experiences in time and space, live streaming can reduce losses in the tourism industry associated with travel restrictions during the COVID-19 pandemic. Compared with the use of live streaming activities in ente...

(This article belongs to the Special Issue Geovisualization and Social Media)
  • Article
  • Open Access
10 Citations
4,696 Views
19 Pages

Multi-Level and Multiple Aspect Semantic Trajectory Model: Application to the Tourism Domain

  • Cécile Cayèré,
  • Christian Sallaberry,
  • Cyril Faucher,
  • Marie-Noëlle Bessagnet,
  • Philippe Roose,
  • Maxime Masson and
  • Jérémy Richard

Here we design a semantic trajectory model responding to specific needs expressed by tourism analyst experts. Thus, this model takes into account: (i) the description of sequences of imbricated semantic segments, (ii) the definition of enrichment dat...

(This article belongs to the Special Issue Spatio-Temporal Models and Geo-Technologies)
  • Article
  • Open Access
23 Citations
6,505 Views
25 Pages

An Efficient, Platform-Independent Map Rendering Framework for Mobile Augmented Reality

  • Kejia Huang,
  • Chenliang Wang,
  • Shaohua Wang,
  • Runying Liu,
  • Guoxiong Chen and
  • Xianglong Li

With the extensive application of big spatial data and the emergence of spatial computing, augmented reality (AR) map rendering has attracted significant attention. A common issue in existing solutions is that AR-GIS systems rely on different platfor...

(This article belongs to the Special Issue Geovisualization and Map Design)
  • Article
  • Open Access
12 Citations
3,922 Views
24 Pages

Change detection based on bi-temporal remote sensing images has made significant progress in recent years, aiming to identify the changed and unchanged pixels between a registered pair of images. However, most learning-based change detection methods...

(This article belongs to the Special Issue Deep Learning and Computer Vision for GeoInformation Sciences)
  • Article
  • Open Access
8 Citations
4,566 Views
20 Pages

A Density-Peak-Based Clustering Method for Multiple Densities Dataset

  • Zhicheng Shi,
  • Ding Ma,
  • Xue Yan,
  • Wei Zhu and
  • Zhigang Zhao

Clustering methods in data mining are widely used to detect hotspots in many domains. They play an increasingly important role in the era of big data. As an advanced algorithm, the density peak clustering (DPC) algorithm is able to deal with arbitrar...

  • Article
  • Open Access
11 Citations
2,970 Views
16 Pages

As an important component of terrestrial ecosystems, the mountainous areas of southwest China are facing eco-environmental stress due to rapid urbanization. This study analyzed the vegetation dynamics during urbanization in 410 counties in the mounta...

  • Article
  • Open Access
10 Citations
4,675 Views
24 Pages

This article addresses the integration of cultural perspectives in the smart city discourse and in the implementation of the UN Agenda 2030; it does so specifically with respect to land patterns and land use. We hope to increase the ability of releva...

(This article belongs to the Special Issue Geo-Information Science in Planning and Development of Smart Cities)
  • Article
  • Open Access
27 Citations
5,955 Views
19 Pages

Cropping intensity is a key indicator for evaluating grain production and intensive use of cropland. Timely and accurately monitoring of cropping intensity is of great significance for ensuring national food security and improving the level of nation...

(This article belongs to the Special Issue Earth Observation and GIScience for Agricultural Applications)
  • Article
  • Open Access
19 Citations
9,584 Views
14 Pages

Transparency for Participation through the Communication Approach

  • Pedro Molina Rodríguez-Navas,
  • Narcisa Medranda Morales and
  • Johamna Muñoz Lalinde

Transparency is a communicative process whose aim is to provide citizens with information that will promote their participation in public affairs. However, its application is often reduced to a legally stipulated administrative act. In contrast, this...

(This article belongs to the Special Issue Public Participation in 2021: New Forms, New Modes, New Questions?)
  • Article
  • Open Access
9 Citations
6,656 Views
22 Pages

Social media platforms such as Twitter are considered a new mediator of collective action, in which various forms of civil movements unite around public posts, often using a common hashtag, thereby strengthening the movements. After 26 February 2018,...

(This article belongs to the Special Issue Social Computing for Geographic Information Science)
  • Article
  • Open Access
55 Citations
7,537 Views
18 Pages

Africa has been undergoing a rapid urbanization process, which is critical to the achievement of the 11th Sustainable Development Goal (SDG11). Using population density data from LandScan, we proposed a population density-based thresholding method to...

  • Article
  • Open Access
31 Citations
7,283 Views
24 Pages

Together with technological innovations and the development of a digital society, PPGIS approaches have been rapidly growing popular in the last years, in Poland’s local administration. Local governments take significant interest in online tools; how...

(This article belongs to the Special Issue GIS for Spatial/Political Participation in the Decision Making Processes of Local Administrations)
  • Article
  • Open Access
6 Citations
5,351 Views
17 Pages

Urbanization is leading us to a more chaotic state where healthy living becomes a prime concern. The high-rise buildings influence the urban setting with a high shadow rate on surroundings that can have no positive impact on the general neighborhood....

(This article belongs to the Special Issue Spatio-Temporal Models and Geo-Technologies)
  • Article
  • Open Access
16 Citations
5,078 Views
22 Pages

Population mobility patterns are an important reflection of the future distribution of migrant populations and the evolution trends of urbanization patterns. However, although research based on statistical data can reveal the pattern of population fl...

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