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ISPRS International Journal of Geo-Information, Volume 6, Issue 11

2017 November - 59 articles

Cover Story: We apply rapid landscape line detection to extract historic vegetable garden walls based on topographic information from a LiDAR-derived high-resolution digital elevation model (DEM). The spatial information on slope, curvature, and openness enables the identification of the location of anthropogenic landscape features. Three rapid processes used in this study include the derivation of topographic parameters, line extraction and aggregation. Results show that wall line detection with multiple topographic parameter images is a simple means of obtaining essential historic wall feature information. The aggregation of three individual detection results from slope, curvature, and openness increases the accuracy of identification of historic anthropogenic features. Further research will consider the unmanned aerial vehicle for collecting point clouds and spectral information of image photos. View the paper
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Articles (59)

  • Article
  • Open Access
27 Citations
5,933 Views
15 Pages

A Virtual Geographic Environment for Debris Flow Risk Analysis in Residential Areas

  • Lingzhi Yin,
  • Jun Zhu,
  • Yi Li,
  • Chao Zeng,
  • Qing Zhu,
  • Hua Qi,
  • Mingwei Liu,
  • Weilian Li,
  • Zhenyu Cao and
  • Pengcheng Zhang
  • + 1 author

Emergency risk assessment of debris flows in residential areas is of great significance for disaster prevention and reduction, but the assessment has disadvantages, such as a low numerical simulation efficiency and poor capabilities of risk assessmen...

  • Article
  • Open Access
28 Citations
9,528 Views
19 Pages

Geo-Environmental Estimation of Land Use Changes and Its Effects on Egyptian Temples at Luxor City

  • Abdelaziz Elfadaly,
  • Osama Wafa,
  • Mohamed A. R. Abouarab,
  • Antonella Guida,
  • Pier Giorgio Spanu and
  • Rosa Lasaponara

Over the years, the Egyptian temples at Luxor city have been intensely investigated, but most of these studies just focused on the classical sides of the archaeological and historical descriptions. Many of the environmental problems are the inevitabl...

  • Article
  • Open Access
14 Citations
5,073 Views
18 Pages

Contradictions in spatial resolution and temporal coverage emerge from earth observation remote sensing images due to limitations in technology and cost. Therefore, how to combine remote sensing images with low spatial yet high temporal resolution as...

  • Article
  • Open Access
18 Citations
5,872 Views
14 Pages

Correction of digital elevation models (DEMs) for flat areas is a critical process for hydrological analyses and modeling, such as the determination of flow directions and accumulations, and the delineation of drainage networks and sub-basins. In thi...

  • Article
  • Open Access
23 Citations
8,849 Views
17 Pages

New Zealand has a legal 3D cadastre, and has done since the inception of its cadastral survey and tenure systems around 150 years ago. However, the digital representation of the cadastre is 2D with 3D situations handled via static plan, section and e...

  • Article
  • Open Access
29 Citations
8,453 Views
20 Pages

Optimizing Cruising Routes for Taxi Drivers Using a Spatio-Temporal Trajectory Model

  • Liang Wu,
  • Sheng Hu,
  • Li Yin,
  • Yazhou Wang,
  • Zhanlong Chen,
  • Mingqiang Guo,
  • Hao Chen and
  • Zhong Xie

Much of the taxi route-planning literature has focused on driver strategies for finding passengers and determining the hot spot pick-up locations using historical global positioning system (GPS) trajectories of taxis based on driver experience, dista...

  • Article
  • Open Access
17 Citations
6,319 Views
18 Pages

Monitoring ephemeral gullies facilitates water planning and soil conservation. Artificial interpretation based on high spatial resolution images is the main method for monitoring ephemeral gullies in large areas; however, this method is time consumin...

  • Article
  • Open Access
2 Citations
5,739 Views
20 Pages

A Representation Method for Complex Road Networks in Virtual Geographic Environments

  • Peibei Zheng,
  • Hong Tao,
  • Songshan Yue,
  • Mingguang Wu,
  • Guonian Lv and
  • Chuanlong Zhou

Road networks are important for modelling the urban geographic environment. It is necessary to determine the spatial relationships of road intersections when using maps to help researchers conduct virtual urban geographic experiments (because a road...

  • Article
  • Open Access
10 Citations
6,722 Views
21 Pages

The spatial distribution of urban geographical events is largely constrained by the road network, and research on spatial clusters of fire accidents at the city level plays a crucial role in emergency rescue and urban planning. For example, by knowin...

  • Feature Paper
  • Article
  • Open Access
2 Citations
5,616 Views
20 Pages

Mapping and Analyzing Stream Network Changes in Watonwan River Watershed, Minnesota, USA

  • Fei Yuan,
  • Phillip Larson,
  • Roman Mulvihill,
  • Devon Libby,
  • Jessica Nelson,
  • Tyler Grupa and
  • Rick Moore

Much of the Watonwan River tributary system to the upper Mississippi River basin (UMR), and the fluvial systems to which it drains, are listed as impaired under the United States Environmental Protection Agency Clean Water Act303(d) and/or by the Min...

  • Article
  • Open Access
14 Citations
6,432 Views
19 Pages

Detection and extraction of mining-induced ground deformation can be used to understand the deformation process and space distribution and to estimate the deformation laws and trends. This study focuses on the application of ground deformation detect...

  • Article
  • Open Access
16 Citations
6,190 Views
16 Pages

Traffic incidents have a broad negative impact on both traffic systems and the quality of social activities; thus, analyzing and predicting the influence of traffic incidents dynamically is necessary. However, the traditional geographic information s...

  • Article
  • Open Access
10 Citations
4,938 Views
17 Pages

Nowadays, heterogeneous CPU-GPU systems have become ubiquitous, but current parallel spatial interpolation (SI) algorithms exploit only one type of processing unit, and thus result in a waste of parallel resources. To address this problem, a hybrid p...

  • Article
  • Open Access
53 Citations
8,583 Views
22 Pages

Accuracy Assessment of Landform Classification Approaches on Different Spatial Scales for the Iranian Loess Plateau

  • Tanja Kramm,
  • Dirk Hoffmeister,
  • Constanze Curdt,
  • Sedigheh Maleki,
  • Farhad Khormali and
  • Martin Kehl

An accurate geomorphometric description of the Iranian loess plateau landscape will further enhance our understanding of recent and past geomorphological processes in this strongly dissected landscape. Therefore, four different input datasets for fou...

  • Article
  • Open Access
40 Citations
5,433 Views
19 Pages

Multiple Feature Hashing Learning for Large-Scale Remote Sensing Image Retrieval

  • Dongjie Ye,
  • Yansheng Li,
  • Chao Tao,
  • Xunwei Xie and
  • Xiang Wang

Driven by the urgent demand of remote sensing big data management and knowledge discovery, large-scale remote sensing image retrieval (LSRSIR) has attracted more and more attention. As is well known, hashing learning has played an important role in c...

  • Article
  • Open Access
15 Citations
5,960 Views
25 Pages

This study analyzed the characteristics of, and locations prone to, extreme rainfall-induced landslides in three watersheds in Taiwan, as well as the long-term evolution of landslides in the Laonong River watershed (LRW), based on multiannual landsli...

  • Feature Paper
  • Article
  • Open Access
25 Citations
10,991 Views
11 Pages

Using Visual Exploratory Data Analysis to Facilitate Collaboration and Hypothesis Generation in Cross-Disciplinary Research

  • Xiaogang Ma,
  • Daniel Hummer,
  • Joshua J. Golden,
  • Peter A. Fox,
  • Robert M. Hazen,
  • Shaunna M. Morrison,
  • Robert T. Downs,
  • Bhuwan L. Madhikarmi,
  • Chengbin Wang and
  • Michael B. Meyer

Massive open data resources are changing the way that people do science. To make use of those data resources, data science methods and technology can be leveraged by stakeholders of various disciplines. The objective of this paper is to present our e...

  • Article
  • Open Access
29 Citations
8,639 Views
22 Pages

The Mw 7.8 Gorkha earthquake of 25 April 2015 triggered thousands of landslides in the central part of the Nepal Himalayas. The main goal of this study was to generate an ensemble-based map of co-seismic landslide susceptibility in Sindhupalchowk Dis...

  • Article
  • Open Access
66 Citations
13,928 Views
12 Pages

The housing market in Chinese metropolises have become inflated significantly over the last decade. In addition to an economic upturn and housing policies that have potentially fueled the real estate bubble, factors that have contributed to the spati...

  • Article
  • Open Access
8 Citations
5,540 Views
15 Pages

Landslides are one of the critical natural hazards that cause human, infrastructure, and economic losses. Risk of catastrophic losses due to landslides is significant given sprawled urban development near steep slopes and the increasing proximity of...

  • Article
  • Open Access
39 Citations
7,438 Views
15 Pages

Evaluation of Empirical and Machine Learning Algorithms for Estimation of Coastal Water Quality Parameters

  • Majid Nazeer,
  • Muhammad Bilal,
  • Mohammad M. M. Alsahli,
  • Muhammad Imran Shahzad and
  • Ahmad Waqas

Coastal waters are one of the most vulnerable resources that require effective monitoring programs. One of the key factors for effective coastal monitoring is the use of remote sensing technologies that significantly capture the spatiotemporal variab...

  • Feature Paper
  • Article
  • Open Access
12 Citations
9,820 Views
20 Pages

Visualization of Features in 3D Terrain

  • Steve Dübel and
  • Heidrun Schumann

In 3D terrain analysis, topographical characteristics, such as mountains or valleys, and geo-spatial data characteristics, such as specific weather conditions or objects of interest, are important features. Visual representations of these features ar...

  • Article
  • Open Access
39 Citations
10,494 Views
15 Pages

3D reconstruction of indoor scenes is a hot research topic in computer vision. Reconstructing fast, low-cost, and accurate dense 3D maps of indoor scenes have applications in indoor robot positioning, navigation, and semantic mapping. In other studie...

  • Article
  • Open Access
6 Citations
4,655 Views
21 Pages

Web-Scale Normalization of Geospatial Metadata Based on Semantics-Aware Data Sources

  • Cristiano Fugazza,
  • Paolo Tagliolato,
  • Luca Frigerio and
  • Paola Carrara

Geospatial metadata are largely denormalized inasmuch as resource descriptions typically accommodate property values as plain text. Hence, it is not possible to bring multiple references to the same entity (say, a keyword from a controlled vocabulary...

  • Article
  • Open Access
4 Citations
4,745 Views
17 Pages

Relationship between MRPV Model Parameters from MISRL2 Land Surface Product and Land Covers: A Case Study within Mainland Spain

  • Patricia Arrogante-Funes,
  • Carlos J. Novillo,
  • Raúl Romero-Calcerrada,
  • René Vázquez-Jiménez and
  • Rocío N. Ramos-Bernal

In this study, we showed that the multi-angle satellite remote sensing product, MISR L2 Land Surface (MIL2ASLS), which has a scale of 1.1 km, could be suitable for improving land-cover studies. Using seven images from this product, captured by the mu...

  • Article
  • Open Access
22 Citations
5,560 Views
20 Pages

Wireless local area network (WLAN) fingerprint positioning is an indoor localization technique with high accuracy and low hardware requirements. However, collecting received signal strength (RSS) samples for the fingerprint database is time-consuming...

  • Article
  • Open Access
12 Citations
6,983 Views
17 Pages

Conceptual Design of a Mobile Application for Geography Fieldwork Learning

  • Xiaoling Wang,
  • Corné P. J. M. Van Elzakker and
  • Menno-Jan Kraak

The use of mobile applications on smartphones has a vast potential to support learning in the field. However, all learning technologies should be properly designed. To this end, we adopt User-Centered Design (UCD) to design a mobile application, call...

  • Article
  • Open Access
3 Citations
6,017 Views
17 Pages

Diversity of regional industry is regarded as a key factor for regional development, as it has a positive relationship with economic stability, which attracts population. This paper focuses on how the spatial imbalance of industrial diversity contrib...

  • Article
  • Open Access
25 Citations
7,129 Views
18 Pages

WebGIS and Geospatial Technologies for Landscape Education on Personalized Learning Contexts

  • María Luisa De Lázaro Torres,
  • Rafael De Miguel González and
  • Francisco José Morales Yago

The value of landscape, as part of collective heritage, can be acquired by geographic information systems (GIS) due to the multilayer approach of the spatial configuration. Proficiency in geospatial technologies to collect, process, analyze, interpre...

  • Article
  • Open Access
4 Citations
6,510 Views
13 Pages

Historic Low Wall Detection via Topographic Parameter Images Derived from Fine-Resolution DEM

  • Hone-Jay Chu,
  • Min-Lang Huang,
  • Yu-Ching Tain,
  • Mon-Shieh Yang and
  • Bernhard Höfle

Coral walls protect vegetation gardens from strong winds that sweep across Xiji Island, Taiwan Strait for half the year. Topographic parameters based on light detection and ranging (LiDAR)-based high-resolution digital elevation model (DEM) provide o...

  • Article
  • Open Access
67 Citations
8,499 Views
19 Pages

Working with Open BIM Standards to Source Legal Spaces for a 3D Cadastre

  • Jennifer Oldfield,
  • Peter Van Oosterom,
  • Jakob Beetz and
  • Thomas F. Krijnen

Much work has already been done on how a 3D Cadastre should best be developed. An inclusive information model, the Land Administration Model (LADM ISO 19152) has been developed to provide an international framework for how this can best be done. This...

  • Article
  • Open Access
13 Citations
6,192 Views
16 Pages

A landslide susceptibility map plays an essential role in urban and rural planning. The main purpose of this study is to establish a variable-weighted linear combination model (VWLC) and assess its potential for landslide susceptibility mapping. Firs...

  • Article
  • Open Access
74 Citations
9,171 Views
18 Pages

With millions of people traveling to unfamiliar cities to spend holidays, travel recommendation becomes necessary to assist tourists in planning their trips more efficiently. Serving as a prerequisite to travel recommender systems, understanding tour...

  • Article
  • Open Access
5 Citations
4,312 Views
20 Pages

The measurement of semantic similarity has been widely recognized as having a fundamental and key role in information science and information systems. Although various models have been proposed to measure semantic similarity, these models are not abl...

  • Article
  • Open Access
21 Citations
4,860 Views
20 Pages

Map labeling is a classical problem of cartography that has frequently been approached by combinatorial optimization. Given a set of features in a map and for each feature a set of label candidates, a common problem is to select an independent set of...

  • Article
  • Open Access
23 Citations
6,043 Views
17 Pages

Hybrid Spatial Data Model for Indoor Space: Combined Topology and Grid

  • Zhiyong Lin,
  • Zhimin Xu,
  • Dan Hu,
  • Qinwu Hu and
  • Wenjing Li

The construction and application of an indoor spatial data model is an important prerequisite to meet the requirements of diversified indoor spatial location services. The traditional indoor spatial topology model focuses on the construction of topol...

  • Article
  • Open Access
6 Citations
4,970 Views
28 Pages

As a widely used classifier, sparse representation classification (SRC) has shown its good performance for hyperspectral image classification. Recent works have highlighted that it is the collaborative representation mechanism under SRC that makes SR...

  • Article
  • Open Access
21 Citations
5,213 Views
16 Pages

Human activity hotspots are the clusters of activity locations in space and time, and a better understanding of their functionality would be useful for urban land use planning and transportation. In this article, using trajectory data, we aim to infe...

  • Article
  • Open Access
11 Citations
6,023 Views
20 Pages

Online collaborative communities are now ubiquitous. Identifying the nature of the events that drive contributors to withdraw from a project is of prime importance to ensure the sustainability of those communities. Previous studies used ad hoc criter...

  • Article
  • Open Access
12 Citations
5,078 Views
15 Pages

Floating Car Data (FCD) has been analyzed for various purposes in past years. However, limited research about the behaviors of taking long-distance taxi rides has been made available. In this paper, we used data from over 12,000 taxis during a six-mo...

  • Article
  • Open Access
5 Citations
4,878 Views
13 Pages

The analysis of linear structures on major geological formations plays a crucial role in resource exploration in the Inner Niger Delta. Highlighting and mapping of the large lithological units were carried out using image fusion, spectral bands (RGB...

  • Article
  • Open Access
5 Citations
5,033 Views
15 Pages

Geoscience data are typically big data, and they are distributed in various agencies and individuals worldwide. Efficient data sharing and interoperability are important for managing and applying geoscience data. The OGC (Open Geospatial Consortium)...

  • Article
  • Open Access
18 Citations
4,657 Views
19 Pages

Detection of built-up areas from Very High Spatial Resolution (VHSR) remote sensing images is a critical step in urbanization monitoring. This paper presents a method for extracting built-up areas from VHSR remote sensing imagery by using feature-lev...

  • Article
  • Open Access
13 Citations
4,212 Views
20 Pages

This paper proposes an innovative Mixture Statistical Distribution Based Multiple Component (MSDMC) model for target detection in high spatial resolution Synthetic Aperture Radar (SAR) images. Traditional detection algorithms usually ignore the spati...

  • Article
  • Open Access
51 Citations
6,902 Views
19 Pages

Bibliometric Analysis of Global Remote Sensing Research during 2010–2015

  • Hongyue Zhang,
  • Mingrui Huang,
  • Xiuling Qing,
  • Guoqing Li and
  • Chuanzhao Tian

Bibliometric analysis based on the Science Citation Index Expanded published by Thomson Scientific was carried out to identify the research status and future trends of remote sensing (RS) during 2010–2015. The analysis revealed the institutional, nat...

  • Article
  • Open Access
8 Citations
4,407 Views
12 Pages

Detection of Moving Ships in Sequences of Remote Sensing Images

  • Shun Yao,
  • Xueli Chang,
  • Yufeng Cheng,
  • Shuying Jin and
  • Deshan Zuo

High-speed agile remote sensing satellites have the ability to capture multiple sequences of images. However, the frame rate is lower and the baseline between each image is much longer than normal image sequences. As a result, the edges and shadows i...

  • Article
  • Open Access
49 Citations
8,816 Views
18 Pages

Accurate mapping of temporal changes in urban land use and land cover (LULC) is important for monitoring urban expansion and changes in LULC, urban planning, environmental management, and environmental modeling. In this study, we present a feature-ba...

  • Article
  • Open Access
18 Citations
5,872 Views
19 Pages

Surveillance Video Synopsis in GIS

  • Yujia Xie,
  • Meizhen Wang,
  • Xuejun Liu and
  • Yiguang Wu

Surveillance videos contain a considerable amount of data, wherein interesting information to the user is sparsely distributed. Researchers construct video synopsis that contain key information extracted from a surveillance video for efficient browsi...

  • Article
  • Open Access
16 Citations
6,326 Views
18 Pages

Aircraft Reconstruction in High-Resolution SAR Images Using Deep Shape Prior

  • Fangzheng Dou,
  • Wenhui Diao,
  • Xian Sun,
  • Yue Zhang and
  • Kun Fu

Contour shapes are important features. An accurate contour shape of a target can provide important prior information for applications, such as target recognition, which can improve the accuracy of target interpretation. In this paper, a synthetic ape...

  • Article
  • Open Access
94 Citations
9,503 Views
23 Pages

Assessment of UAV and Ground-Based Structure from Motion with Multi-View Stereo Photogrammetry in a Gullied Savanna Catchment

  • Jack Koci,
  • Ben Jarihani,
  • Javier X. Leon,
  • Roy C. Sidle,
  • Scott N. Wilkinson and
  • Rebecca Bartley

Structure from Motion with Multi-View Stereo photogrammetry (SfM-MVS) is increasingly used in geoscience investigations, but has not been thoroughly tested in gullied savanna systems. The aim of this study was to test the accuracy of topographic mode...

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