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ISPRS International Journal of Geo-Information, Volume 7, Issue 2

2018 February - 42 articles

Cover Story: We present a Spatial Information System (SIS) developed in the research project, “Traditional Building Techniques: From Knowledge to Conservation and Performance Improvement”, with the aim of archiving and managing the data derived from this project. The research project has the purpose of studying the building techniques of the 13th–18th centuries in the Sardinia region (Italy) for their knowledge, conservation, and promotion. The research is founded on a multidisciplinary approach involving several specialists integrating their expertise and providing their input to the knowledge of the dimensional, technical constructive, mensiochronological, materials, physical–mechanical, and energy performance features. The management of the huge amount of data produced during the research required the building of a SIS composed of a geodatabase connected to a GIS and a WebGIS through a Web Map Service (WMS). The entire infrastructure is developed and implemented using open source software compon
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Articles (42)

  • Project Report
  • Open Access
35 Citations
6,118 Views
16 Pages

Since the 1990s, a series of rural development aid programs (LEADER Approach) has been implemented in European rural areas, including Extremadura, in order to solve the demographic, social, and economic problems that rural areas experience. The main...

  • Article
  • Open Access
19 Citations
7,930 Views
13 Pages

Deriving Animal Movement Behaviors Using Movement Parameters Extracted from Location Data

  • Maryam Teimouri,
  • Ulf Geir Indahl,
  • Hanne Sickel and
  • Håvard Tveite

We present a methodology for distinguishing between three types of animal movement behavior (foraging, resting, and walking) based on high-frequency tracking data. For each animal we quantify an individual movement path. A movement path is a temporal...

  • Article
  • Open Access
58 Citations
10,891 Views
20 Pages

Social Force Model-Based Group Behavior Simulation in Virtual Geographic Environments

  • Lin Huang,
  • Jianhua Gong,
  • Wenhang Li,
  • Tao Xu,
  • Shen Shen,
  • Jianming Liang,
  • Quanlong Feng,
  • Dong Zhang and
  • Jun Sun

Virtual geographic environments (VGEs) are extensively used to explore the relationship between humans and environments. Crowd simulation provides a method for VGEs to represent crowd behaviors that are observed in the real world. The social force mo...

  • Article
  • Open Access
26 Citations
7,181 Views
21 Pages

The reliability of rescue routes is critical for urban emergency logistics during disasters. However, studies on reliable rescue routing under stochastic networks are still rare. This paper proposes a multiobjective rescue routing model for urban eme...

  • Article
  • Open Access
2 Citations
6,354 Views
18 Pages

Spatial Footprints of Human Perceptual Experience in Geo-Social Media

  • Jun Lee,
  • Hirotaka Ogawa,
  • YongJin Kwon and
  • Kyoung-Sook Kim

Analyses of social media have increased in importance for understanding human behaviors, interests, and opinions. Business intelligence based on social media can reduce the costs of managing customer trend complexities. This paper focuses on analyzin...

  • Article
  • Open Access
26 Citations
4,990 Views
21 Pages

This paper proposes an innovative Adaptive Component Selection-Based Discriminative Model (ACSDM) for object detection in high-resolution synthetic aperture radar (SAR) imagery. In order to explore the structural relationships between the target and...

  • Article
  • Open Access
19 Citations
9,912 Views
25 Pages

Thailand has recently introduced agricultural policies to promote large-scale rice farming through supporting and integrating small-scale farmers. However, achieving these policies requires agricultural tools that can assist farmers in rice farming p...

  • Feature Paper
  • Article
  • Open Access
16 Citations
7,045 Views
16 Pages

This paper proposes the use of Stacked Random Forests (SRF) for the classification of Polarimetric Synthetic Aperture Radar images. SRF apply several Random Forest instances in a sequence where each individual uses the class estimate of its predecess...

  • Article
  • Open Access
19 Citations
5,559 Views
22 Pages

An Open-Boundary Locally Weighted Dynamic Time Warping Method for Cropland Mapping

  • Xudong Guan,
  • Gaohuan Liu,
  • Chong Huang,
  • Xuelian Meng,
  • Qingsheng Liu,
  • Chunsheng Wu,
  • Xarapat Ablat,
  • Zhuoran Chen and
  • Qiang Wang

This paper proposes an open-boundary locally weighted dynamic time warping (OLWDTW) method using MODIS Normalized Difference Vegetation Index (NDVI) time-series data for cropland recognition. The method solves the problem of flexible planting times f...

  • Article
  • Open Access
9 Citations
6,221 Views
22 Pages

Roughness Spectra Derived from Multi-Scale LiDAR Point Clouds of a Gravel Surface: A Comparison and Sensitivity Analysis

  • Milutin Milenković,
  • Camillo Ressl,
  • Wilfried Karel,
  • Gottfried Mandlburger and
  • Norbert Pfeifer

The roughness spectrum (i.e., the power spectral density) is a derivative of digital terrain models (DTMs) that is used as a surface roughness descriptor in many geomorphological and physical models. Although light detection and ranging (LiDAR) has b...

  • Article
  • Open Access
22 Citations
8,288 Views
21 Pages

In recent decades, the ever-decreasing number of green spaces have become insufficient to meet public demands in terms of accessibility, spatial distribution and the size of urban green areas. This is mainly due to increasing attention on the issue o...

  • Article
  • Open Access
24 Citations
6,059 Views
18 Pages

Spatial group recommendation refers to suggesting places to a given set of users. In a group recommender system, members of a group should have similar preferences in order to increase the level of satisfaction. Location-based social networks (LBSNs)...

  • Article
  • Open Access
64 Citations
16,071 Views
23 Pages

Integrated Participatory and Collaborative Risk Mapping for Enhancing Disaster Resilience

  • Wei Liu,
  • Sumit Dugar,
  • Ian McCallum,
  • Gaurav Thapa,
  • Linda See,
  • Prakash Khadka,
  • Nama Budhathoki,
  • Sarah Brown,
  • Reinhard Mechler and
  • Puja Shakya
  • + 1 author

Critical knowledge gaps seriously hinder efforts for building disaster resilience at all levels, especially in disaster-prone least developed countries. Information deficiency is most serious at local levels, especially in terms of spatial informatio...

  • Article
  • Open Access
45 Citations
15,159 Views
38 Pages

Visually-Enabled Active Deep Learning for (Geo) Text and Image Classification: A Review

  • Liping Yang,
  • Alan M. MacEachren,
  • Prasenjit Mitra and
  • Teresa Onorati

This paper investigates recent research on active learning for (geo) text and image classification, with an emphasis on methods that combine visual analytics and/or deep learning. Deep learning has attracted substantial attention across many domains...

  • Review
  • Open Access
168 Citations
16,431 Views
16 Pages

The benefits brought by the integration of Building Information Modelling (BIM) and Geographic Information Systems (GIS) are being proved by more and more research. The integration of the two systems is difficult for many reasons. Among them, data in...

  • Article
  • Open Access
24 Citations
8,578 Views
23 Pages

Several studies in the hydrology field have reported differences in outcomes between models in which spatial autocorrelation (SAC) is accounted for and those in which SAC is not. However, the capacity to predict the magnitude of such differences is s...

  • Article
  • Open Access
26 Citations
7,522 Views
25 Pages

Land-use allocation is of great significance in urban development. This type of allocation is usually considered to be a complex multi-objective spatial optimization problem, whose optimized result is a set of Pareto-optimal solutions (Pareto front)...

  • Article
  • Open Access
15 Citations
5,936 Views
14 Pages

A Smart Web-Based Geospatial Data Discovery System with Oceanographic Data as an Example

  • Yongyao Jiang,
  • Yun Li,
  • Chaowei Yang,
  • Fei Hu,
  • Edward M. Armstrong,
  • Thomas Huang,
  • David Moroni,
  • Lewis J. McGibbney,
  • Frank Greguska and
  • Christopher J. Finch

Discovering and accessing geospatial data presents a significant challenge for the Earth sciences community as massive amounts of data are being produced on a daily basis. In this article, we report a smart web-based geospatial data discovery system...

  • Article
  • Open Access
8 Citations
4,937 Views
20 Pages

Spatial Analysis of Digital Imagery of Weeds in a Maize Crop

  • Carolina San Martín,
  • Alice E. Milne,
  • Richard Webster,
  • Jonathan Storkey,
  • Dionisio Andújar,
  • Cesar Fernández-Quintanilla and
  • José Dorado

Modern photographic imaging of agricultural crops can pin-point individual weeds, the patterns of which can be analyzed statistically to reveal how they are affected by variation in soil, by competition from other species and by agricultural operatio...

  • Article
  • Open Access
43 Citations
13,270 Views
16 Pages

Holo3DGIS: Leveraging Microsoft HoloLens in 3D Geographic Information

  • Wei Wang,
  • Xingxing Wu,
  • Guanchen Chen and
  • Zeqiang Chen

Three-dimensional geographic information systems (3D GIS) attempt to understand and express the real world from the perspective of 3D space. Currently, 3D GIS perspective carriers are mainly 2D and not 3D, which influences how 3D information is expre...

  • Conference Report
  • Open Access
18 Citations
5,260 Views
16 Pages

An Effective Privacy Architecture to Preserve User Trajectories in Reward-Based LBS Applications

  • A S M Touhidul Hasan,
  • Qiang Qu,
  • Chengming Li,
  • Lifei Chen and
  • Qingshan Jiang

How can training performance data (e.g., running or walking routes) be collected, measured, and published in a mobile program while preserving user privacy? This question is becoming important in the context of the growing use of reward-based locatio...

  • Article
  • Open Access
11 Citations
7,328 Views
21 Pages

A Heterogeneous Distributed Virtual Geographic Environment—Potential Application in Spatiotemporal Behavior Experiments

  • Shen Shen,
  • Jianhua Gong,
  • Jianming Liang,
  • Wenhang Li,
  • Dong Zhang,
  • Lin Huang and
  • Guoyong Zhang

Due to their strong immersion and real-time interactivity, helmet-mounted virtual reality (VR) devices are becoming increasingly popular. Based on these devices, an immersive virtual geographic environment (VGE) provides a promising method for resear...

  • Article
  • Open Access
57 Citations
14,128 Views
18 Pages

Characterizing 3D City Modeling Projects: Towards a Harmonized Interoperable System

  • Arttu Julin,
  • Kaisa Jaalama,
  • Juho-Pekka Virtanen,
  • Matti Pouke,
  • Johanna Ylipulli,
  • Matti Vaaja,
  • Juha Hyyppä and
  • Hannu Hyyppä

3D city models have become common geospatial data assets for cities that can be utilized in numerous fields, in tasks related to planning, visualization, and decision-making among others. We present a study of 3D city modeling focusing on the six lar...

  • Article
  • Open Access
11 Citations
5,348 Views
18 Pages

Transportation is generally perceived as a catalyst for economic development. This has been highlighted in previous studies. However, less attention has been paid to examine the relationship between economy and transport demand by exploring spatially...

  • Article
  • Open Access
28 Citations
6,709 Views
20 Pages

Changes in Gross Primary Production (GPP) over the Past Two Decades Due to Land Use Conversion in a Tourism City

  • I Wayan Nuarsa,
  • Abd. Rahman As-syakur,
  • I Gusti Alit Gunadi and
  • I Made Sukewijaya

Understanding the changes in gross primary production (GPP), which is the total carbon fixation by terrestrial ecosystems through vegetation photosynthesis, due to land use conversion in a tourism city is important for carbon cycle studies. Satellite...

  • Article
  • Open Access
10 Citations
4,873 Views
20 Pages

Naïve Geography, intelligent geographical information systems (GIS), and spatial data mining especially from social media all rely on natural-language spatial relations (NLSR) terms to incorporate commonsense spatial knowledge into conventional GIS a...

  • Article
  • Open Access
21 Citations
6,787 Views
17 Pages

Analysis of Hydrological Sensitivity for Flood Risk Assessment

  • Sanjay Kumar Sharma,
  • Young-Joo Kwak,
  • Rakesh Kumar and
  • Bibhash Sarma

In order for the Indian government to maximize Integrated Water Resource Management (IWRM), the Brahmaputra River has played an important role in the undertaking of the Pilot Basin Study (PBS) due to the Brahmaputra River’s annual regional flooding....

  • Article
  • Open Access
10 Citations
6,086 Views
14 Pages

The Application of the Analytic Hierarchy Process and a New Correlation Algorithm to Urban Construction and Supervision Using Multi-Source Government Data in Tianjin

  • Shaoyi Wang,
  • Zhongjie Sheng,
  • Yuliang Xi,
  • Xiangyuan Ma,
  • Huihui Zhang,
  • Mengjun Kang,
  • Fu Ren,
  • Qingyun Du,
  • Ke Hu and
  • Zhenbiao Han

As the era of big data approaches, big data has attracted increasing amounts of attention from researchers. Various types of studies have been conducted and these studies have focused particularly on the management, organization, and correlation of d...

  • Article
  • Open Access
61 Citations
8,607 Views
19 Pages

Investigating the characteristics of urban expansion is helpful in managing the relationship between urbanization and the ecological and environmental issues related to sustainable development. The Defense Meteorological Satellite Program/Operational...

  • Article
  • Open Access
14 Citations
7,041 Views
16 Pages

ePlan, as a digital cadastral data initiative, is a collaborative program between the land authorities and the surveying industry which aims to replace paper and PDF cadastral plans and surveys with digital data. ePlan is currently operational in Aus...

  • Article
  • Open Access
11 Citations
4,941 Views
12 Pages

Soil spectroscopy is a promising technique for soil analysis, and has been successfully utilized in the laboratory. When it comes to space, the presence of vegetation significantly affects the performance of imaging spectroscopy or hyperspectral imag...

  • Article
  • Open Access
43 Citations
9,250 Views
18 Pages

The paper presents a spatial information system (SIS) developed in the research project, “Tecniche murarie tradizionali: conoscenza per la conservazione ed il miglioramento prestazionale” (Traditional building techniques: from knowledge to conservati...

  • Article
  • Open Access
36 Citations
9,816 Views
25 Pages

Estimating the Spatial Distribution of Crime Events around a Football Stadium from Georeferenced Tweets

  • Alina Ristea,
  • Justin Kurland,
  • Bernd Resch,
  • Michael Leitner and
  • Chad Langford

Crowd-based events, such as football matches, are considered generators of crime. Criminological research on the influence of football matches has consistently uncovered differences in spatial crime patterns, particularly in the areas around stadia....

  • Article
  • Open Access
47 Citations
6,943 Views
20 Pages

The Ordered Capacitated Multi-Objective Location-Allocation Problem for Fire Stations Using Spatial Optimization

  • Samira Bolouri,
  • Alireza Vafaeinejad,
  • Ali Asghar Alesheikh and
  • Hossein Aghamohammadi

Determining the positions of facilities, and allocating demands to them, is a vitally important problem. Location-allocation problems are optimization NP-hard procedures. This article evaluates the ordered capacitated multi-objective location-allocat...

  • Article
  • Open Access
3 Citations
7,008 Views
16 Pages

3D Visualization of Trees Based on a Sphere-Board Model

  • Jiangfeng She,
  • Xingchen Guo,
  • Xin Tan and
  • Jianlong Liu

Because of the smooth interaction of tree systems, the billboard and crossed-plane techniques of image-based rendering (IBR) have been used for tree visualization for many years. However, both the billboard-based tree model (BBTM) and the crossed-pla...

  • Article
  • Open Access
27 Citations
8,243 Views
16 Pages

Survey on Urban Warfare Augmented Reality

  • Xiong You,
  • Weiwei Zhang,
  • Meng Ma,
  • Chen Deng and
  • Jian Yang

Urban warfare has become one of the main forms of modern combat in the twenty-first century. The main reason why urban warfare results in hundreds of casualties is that the situational information of the combatant is insufficient. Accessing informati...

  • Article
  • Open Access
26 Citations
7,537 Views
25 Pages

Line simplification is an important component of map generalization. In recent years, algorithms for line simplification have been widely researched, and most of them are based on vector data. However, with the increasing development of computer visi...

  • Article
  • Open Access
5 Citations
3,801 Views
14 Pages

Detecting and extracting the change types of spatial area objects can track area objects’ spatiotemporal change pattern and provide the change backtracking mechanism for incrementally updating spatial datasets. To respond to the problems of high comp...

  • Article
  • Open Access
8 Citations
4,824 Views
24 Pages

With the rapid development of remote sensing technology, the quantity and variety of remote sensing images are growing so quickly that proactive and personalized access to data has become an inevitable trend. One of the active approaches is remote se...

  • Article
  • Open Access
84 Citations
10,692 Views
25 Pages

In recent years, pluvial floods caused by extreme rainfall events have occurred frequently. Especially in urban areas, they lead to serious damages and endanger the citizens’ safety. Therefore, real-time information about such events is desirable. Wi...

  • Article
  • Open Access
76 Citations
8,843 Views
24 Pages

Studying the Association between Green Space Characteristics and Land Surface Temperature for Sustainable Urban Environments: An Analysis of Beijing and Islamabad

  • Shahid Naeem,
  • Chunxiang Cao,
  • Waqas Ahmed Qazi,
  • Mehdi Zamani,
  • Chen Wei,
  • Bipin Kumar Acharya and
  • Asid Ur Rehman

Increasing trends of urbanization lead to vegetation degradation in big cities and affect the urban thermal environment. This study investigated (1) the cooling effect of urban green space spatial patterns on Land Surface Temperature (LST); (2) how t...

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