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ISPRS International Journal of Geo-Information, Volume 7, Issue 3

2018 March - 48 articles

Cover Story: Ongoing global warming has increased the frequency and magnitude of ENSO which has affected the region of Asia-Pacific, including Indonesia. Multiple, long time-series remote sensing observations from 1993 to 2012, evaluating indicators such as the Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), and Vegetation Optical Depth (VOD), were combined with measurements of the climate index and of the Multivariate ENSO Index (MEI) and with the examination of CHIRPS rainfall data to identify climate-sensitive regions. The analysis identified savanna in Indonesia as the most sensitive biome to ENSO and precipitation. Further cross-correlation analysis determined the progression of ENSO, affecting rainfall and vegetation, in the climate-sensitive region. The identified region can be kept under monitoring to timely plan mitigation actions and reduce the negative impact of ENSO on the vegetation in Indonesia. here
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Articles (48)

  • Article
  • Open Access
3 Citations
8,483 Views
15 Pages

Procedural Generation of Large-Scale Forests Using a Graph-Based Neutral Landscape Model

  • Jiaqi Li,
  • Xiaoyan Gu,
  • Xinchi Li,
  • Junzhong Tan and
  • Jiangfeng She

Specifying the positions and attributes of plants (e.g., species, size, and height) during the procedural generation of large-scale forests in virtual geographic environments is challenging, especially when reflecting the characteristics of vegetatio...

  • Article
  • Open Access
36 Citations
12,212 Views
23 Pages

Digital Story Mapping to Advance Educational Atlas Design and Enable Student Engagement

  • Margo E. Berendsen,
  • Jeffrey D. Hamerlinck and
  • Gerald R. Webster

Storytelling is recognized as a valid and important method of communicating information and knowledge gleaned from volumes of ever-accumulating data. Practices of data-driven storytelling in journalism and geovisual analytics have contributed to the...

  • Article
  • Open Access
20 Citations
5,897 Views
21 Pages

Human mobility is closely associated with places. Due to advancements in GPS devices and related sensor technologies, an unprecedented amount of tracking data has been generated in recent years, thus providing a new way to investigate the interaction...

  • Article
  • Open Access
50 Citations
10,500 Views
14 Pages

Storytelling in Interactive 3D Geographic Visualization Systems

  • Matthias Thöny,
  • Raimund Schnürer,
  • René Sieber,
  • Lorenz Hurni and
  • Renato Pajarola

The objective of interactive geographic maps is to provide geographic information to a large audience in a captivating and intuitive way. Storytelling helps to create exciting experiences and to explain complex or otherwise hidden relationships of ge...

  • Article
  • Open Access
23 Citations
6,645 Views
10 Pages

In the context of national-level strategies, the importance of tourism in national parks is on the rise. The objective of this study is to investigate the relationship between the number of visitors to national parks and five variables: area, number...

  • Article
  • Open Access
5 Citations
5,531 Views
19 Pages

The initial Galileo satellite positioning services, started on December 15, 2016, became available with a formal announcement by the European Commission. This first step toward the Galileo system Full Operational Capability (FOC) has allowed many res...

  • Article
  • Open Access
12 Citations
5,691 Views
15 Pages

A Multiresolution Grid Structure Applied to Seafloor Shape Modeling

  • Wojciech Maleika,
  • Michał Koziarski and
  • Paweł Forczmański

This paper proposes a method of creating a multiresolution depth grid containing bathymetric data describing a stretch of sea floor. The included literature review presents current solutions in the area of the creation of digital terrain models (DTMs...

  • Article
  • Open Access
16 Citations
6,280 Views
14 Pages

Geographic information ontology represents an effective means of expressing geographic concepts and relationships between them. As an emerging field of study, it has drawn the attention of increasing numbers of scholars worldwide. In this study, both...

  • Article
  • Open Access
45 Citations
11,404 Views
19 Pages

Efficient Method for POI/ROI Discovery Using Flickr Geotagged Photos

  • Chiao-Ling Kuo,
  • Ta-Chien Chan,
  • I-Chun Fan and
  • Alexander Zipf

In the era of big data, ubiquitous Flickr geotagged photos have opened a considerable opportunity for discovering valuable geographic information. Point of interest (POI) and region of interest (ROI) are significant reference data that are widely use...

  • Article
  • Open Access
54 Citations
11,940 Views
15 Pages

Recent developments in webGIS are transforming how geospatial information can be used in schools. Smart mapping, mobile applications, editable feature services (EFS), and web map services (WMS) are all now more freely available. These have made prior...

  • Article
  • Open Access
24 Citations
7,858 Views
15 Pages

Mobile Augmented Reality (MAR) systems are becoming ideal platforms for visualization, permitting users to better comprehend and interact with spatial information. Subsequently, this technological development, in turn, has prompted efforts to enhance...

  • Article
  • Open Access
18 Citations
9,238 Views
19 Pages

This paper presents the results of a study that explored if and how an OpenStreetMap (OSM) data import task can contribute to OSM community growth. Different outreach techniques were used to introduce a building import task to three targeted OSM user...

  • Article
  • Open Access
110 Citations
12,515 Views
16 Pages

Accuracy Assessment of Different Digital Surface Models

  • Ugur Alganci,
  • Baris Besol and
  • Elif Sertel

Digital elevation models (DEMs), which can occur in the form of digital surface models (DSMs) or digital terrain models (DTMs), are widely used as important geospatial information sources for various remote sensing applications, including the precise...

  • Article
  • Open Access
9 Citations
5,493 Views
16 Pages

The Equality-Generalized Travelling Salesman Problem (E-GTSP), which is an extension of the Travelling Salesman Problem (TSP), is stated as follows: given groups of points within a city, like banks, supermarkets, etc., find a minimum cost Hamiltonian...

  • Article
  • Open Access
15 Citations
6,364 Views
16 Pages

Map generalization utilizes transformation operations to derive smaller-scale maps from larger-scale maps, and is a key procedure for the modelling and understanding of geographic space. Studies to date have largely applied a fixed tolerance to aggre...

  • Article
  • Open Access
30 Citations
7,840 Views
17 Pages

Several geospatial studies and applications require comprehensive semantic information from points-of-interest (POIs). However, this information is frequently dispersed across different collaborative mapping platforms. Surprisingly, there is still a...

  • Short Note
  • Open Access
42 Citations
8,622 Views
11 Pages

Validation of Pleiades Tri-Stereo DSM in Urban Areas

  • Emmanouil Panagiotakis,
  • Nektarios Chrysoulakis,
  • Vasiliki Charalampopoulou and
  • Dimitris Poursanidis

We present an accurate digital surface model (DSM) derived from high-resolution Pleiades-1B 0.5 m panchromatic tri-stereo images, covering an area of 400 km2 over the Athens Metropolitan Area. Remote sensing and photogrammetry tools were applied, res...

  • Article
  • Open Access
7 Citations
5,156 Views
17 Pages

Charitable foundations are a critical part of public services. However, there is a large gap between the locations and expenditures of charitable foundations and the real population needs for most nations. Three types of Chinese local charity foundat...

  • Article
  • Open Access
24 Citations
6,166 Views
14 Pages

With the development of Geographic Information Systems (GIS), crime mapping has become an effective approach for investigating the spatial pattern of crime in a defined area. Understanding the relationship between crime and its surrounding environmen...

  • Article
  • Open Access
12 Citations
8,798 Views
18 Pages

This is the second and final part of our Cesium Markup Language (CZML) study. Here, we describe the relevant applications, academic influence, and future developments of CZML. Since its emergence in 2011, CZML has become widely used in the geoscienti...

  • Article
  • Open Access
20 Citations
11,429 Views
19 Pages

Ongoing global warming has triggered extreme climate events of increasing magnitude and frequency. Under this effect, a series of extreme climate events such as drought and increased rainfall during the El Nino Southern Oscillation (ENSO) are expecte...

  • Article
  • Open Access
168 Citations
14,067 Views
19 Pages

Street greenery is a component of urban green infrastructure. By forming foundational green corridors in urban ecological systems, street greenery provides vital ecological, social, and cultural functions, and benefits the wellbeing of citizens. Howe...

  • Feature Paper
  • Article
  • Open Access
31 Citations
5,922 Views
24 Pages

Multitemporal SAR Data and 2D Hydrodynamic Model Flood Scenario Dynamics Assessment

  • Santina Scarpino,
  • Raffaele Albano,
  • Andrea Cantisani,
  • Leonardo Mancusi,
  • Aurelia Sole and
  • Giovanni Milillo

The increasing number of floods and the severity of their consequences, which is caused by phenomena, such as climate change and uncontrolled urbanization, create a growing need to develop operational procedures and tools for accurate and timely floo...

  • Article
  • Open Access
6 Citations
6,416 Views
18 Pages

As an invaluable source of knowledge about the past, cultural heritage may be an important element of the humanities research infrastructure, along with other elements, such as spatial references. Therefore, this paper attempts to provide an answer t...

  • Article
  • Open Access
9 Citations
5,926 Views
14 Pages

Fine Resolution Probabilistic Land Cover Classification of Landscapes in the Southeastern United States

  • Joseph St. Peter,
  • John Hogland,
  • Nathaniel Anderson,
  • Jason Drake and
  • Paul Medley

Land cover classification provides valuable information for prioritizing management and conservation operations across large landscapes. Current regional scale land cover geospatial products within the United States have a spatial resolution that is...

  • Article
  • Open Access
2 Citations
5,061 Views
18 Pages

As a result of changes in boundaries, the political affiliation of locations also changes. Data on such locations are now collected in datasets with reference to the present or to the past space. Therefore, they can refer to localities that either no...

  • Technical Note
  • Open Access
33 Citations
18,613 Views
20 Pages

Unmanned Aerial Vehicle (UAV) imagery allows for a new way of obtaining geographic information. In this work, a Geographical Information System (GIS) open source application was developed in QGIS software that estimates several parameters and metrics...

  • Article
  • Open Access
53 Citations
12,681 Views
23 Pages

Pixel-Wise Classification Method for High Resolution Remote Sensing Imagery Using Deep Neural Networks

  • Rui Guo,
  • Jianbo Liu,
  • Na Li,
  • Shibin Liu,
  • Fu Chen,
  • Bo Cheng,
  • Jianbo Duan,
  • Xinpeng Li and
  • Caihong Ma

Considering the classification of high spatial resolution remote sensing imagery, this paper presents a novel classification method for such imagery using deep neural networks. Deep learning methods, such as a fully convolutional network (FCN) model,...

  • Article
  • Open Access
16 Citations
7,832 Views
21 Pages

Cesium Markup Language (CZML) is an emerging specification for the representation and exchange of time-dynamic geospatial objects on virtual globes. The principal focus of CZML is on the definition of time-varying characteristics that are important f...

  • Article
  • Open Access
22 Citations
5,309 Views
22 Pages

In geographic information science, semantic relatedness is important for Geographic Information Retrieval (GIR), Linked Geospatial Data, geoparsing, and geo-semantics. But computing the semantic similarity/relatedness of geographic terminology is sti...

  • Article
  • Open Access
37 Citations
10,586 Views
19 Pages

Inbound tourism plays an important role in local economies. To stimulate local economies, it is necessary to attract foreign tourists to various areas of a country. This research aims to develop a method of extracting the locations of tourist destina...

  • Article
  • Open Access
2 Citations
5,172 Views
23 Pages

Taking the maximum vehicle driving distance, the distances from gas stations, the route length, and the number of refueling gas stations as the decision conditions, recommendation rules and an early refueling service warning mechanism for gas station...

  • Article
  • Open Access
19 Citations
4,471 Views
18 Pages

The extraction of activation vectors (or deep features) from the fully connected layers of a convolutional neural network (CNN) model is widely used for remote sensing image (RSI) representation. In this study, we propose to learn discriminative conv...

  • Concept Paper
  • Open Access
33 Citations
10,056 Views
18 Pages

Stories are an essential mode, not only of human communication—but also of thinking. This paper reflects on the internalization of stories from a cognitive perspective and outlines a visualization framework for supporting the analysis of narrative ge...

  • Article
  • Open Access
13 Citations
6,576 Views
27 Pages

Augmented Virtuality for Coastal Management: A Holistic Use of In Situ and Remote Sensing for Large Scale Definition of Coastal Dynamics

  • Sandro Bartolini,
  • Alessandro Mecocci,
  • Alessandro Pozzebon,
  • Claudia Zoppetti,
  • Duccio Bertoni,
  • Giovanni Sarti,
  • Andrea Caiti,
  • Riccardo Costanzi,
  • Filippo Catani and
  • Sandro Moretti
  • + 1 author

In this paper, the authors describe the architecture of a multidisciplinary data acquisition and visualization platform devoted to the management of coastal environments. The platform integrates heterogeneous data acquisition sub-systems that can be...

  • Article
  • Open Access
107 Citations
9,503 Views
13 Pages

Evaluation of Close-Range Photogrammetry Image Collection Methods for Estimating Tree Diameters

  • Martin Mokroš,
  • Xinlian Liang,
  • Peter Surový,
  • Peter Valent,
  • Juraj Čerňava,
  • František Chudý,
  • Daniel Tunák,
  • Šimon Saloň and
  • Ján Merganič

The potential of close-range photogrammetry (CRP) to compete with terrestrial laser scanning (TLS) to produce dense and accurate point clouds has increased in recent years. The use of CRP for estimating tree diameter at breast height (DBH) has multip...

  • Article
  • Open Access
38 Citations
10,330 Views
15 Pages

Evaluating the Societal Impact of Using Drones to Support Urban Upgrading Projects

  • Caroline M. Gevaert,
  • Richard Sliuzas,
  • Claudio Persello and
  • George Vosselman

Unmanned Aerial Vehicles (UAVs), or drones, have been gaining enormous popularity for many applications including informal settlement upgrading. Although UAVs can be used to efficiently collect highly detailed geospatial information, there are concer...

  • Article
  • Open Access
6 Citations
4,147 Views
15 Pages

Forecasting is one of the most growing areas in most sciences attracting the attention of many researchers for more extensive study. Therefore, the goal of this study is to develop an integrated forecasting methodology based on an Artificial Neural N...

  • Article
  • Open Access
46 Citations
6,288 Views
17 Pages

Fragmented agricultural land raises the costs of agricultural production. The land fragmentation manifests as a large number of relatively small and spatially divided land parcels of each owner. Additionally, the parcels are often very irregular in s...

  • Article
  • Open Access
7 Citations
6,383 Views
16 Pages

Geospatial data is a carrier of information that represents the geography of the real world. Measuring the information contents of geospatial data is always a hot topic in spatial-information science. As the main type of geospatial data, spatial vect...

  • Article
  • Open Access
7 Citations
6,764 Views
23 Pages

Geography Mark-up Language (GML) is the geographic information coding specification based on the Extensible Markup Language (XML) technology, which was developed by the Open GIS Consortium (OGC). GML expresses spatial and non-spatial attributes of ge...

  • Article
  • Open Access
13 Citations
5,055 Views
19 Pages

To help users discover the most relevant spatial datasets in the ever-growing global spatial data infrastructures (SDIs), a number of similarity measures of geospatial data based on metadata have been proposed. Researchers have assessed the similarit...

  • Article
  • Open Access
18 Citations
17,375 Views
22 Pages

Generative Street Addresses from Satellite Imagery

  • İlke Demir,
  • Forest Hughes,
  • Aman Raj,
  • Kaunil Dhruv,
  • Suryanarayana Murthy Muddala,
  • Sanyam Garg,
  • Barrett Doo and
  • Ramesh Raskar

We describe our automatic generative algorithm to create street addresses from satellite images by learning and labeling roads, regions, and address cells. Currently, 75% of the world’s roads lack adequate street addressing systems. Recent geocoding...

  • Article
  • Open Access
94 Citations
7,539 Views
20 Pages

Assessment of Multiple GNSS Real-Time SSR Products from Different Analysis Centers

  • Zhiyu Wang,
  • Zishen Li,
  • Liang Wang,
  • Xiaoming Wang and
  • Hong Yuan

The real-time State Space Representation (SSR) product of the GNSS (Global Navigation Satellite System) orbit and clock is one of the most essential corrections for real-time precise point positioning (PPP). In this work, the performance of current S...

  • Article
  • Open Access
24 Citations
7,448 Views
11 Pages

There are many potential factors that are involved in the decision making process of site selection, which makes it a challenging issue. This paper addresses the collaborative decision making concept through a geo-social network to predict site selec...

  • Article
  • Open Access
16 Citations
7,167 Views
26 Pages

A Spatial Analysis of the Relationship between Vegetation and Poverty

  • Teddy Dawson,
  • J.S. Onésimo Sandoval,
  • Vasit Sagan and
  • Thomas Crawford

The goal of this paper was to investigate poverty and inequities that are associated with vegetation. First, we performed a pixel-level linear regression on time-series and Normalized Difference Vegetation Index (NDVI) for 72 United States (U.S.) cit...

  • Article
  • Open Access
6 Citations
4,360 Views
16 Pages

A Generalized Model for Indoor Location Estimation Using Environmental Sound from Human Activity Recognition

  • Carlos E. Galván-Tejada,
  • F. E. López-Monteagudo,
  • O. Alonso-González,
  • Jorge I. Galván-Tejada,
  • José M. Celaya-Padilla,
  • Hamurabi Gamboa-Rosales,
  • Rafael Magallanes-Quintanar and
  • Laura A. Zanella-Calzada

The indoor location of individuals is a key contextual variable for commercial and assisted location-based services and applications. Commercial centers and medical buildings (e.g., hospitals) require location information of their users/patients to o...

  • Article
  • Open Access
25 Citations
5,573 Views
12 Pages

Increasing the Accuracy of Crowdsourced Information on Land Cover via a Voting Procedure Weighted by Information Inferred from the Contributed Data

  • Giles Foody,
  • Linda See,
  • Steffen Fritz,
  • Inian Moorthy,
  • Christoph Perger,
  • Christian Schill and
  • Doreen Boyd

Simple consensus methods are often used in crowdsourcing studies to label cases when data are provided by multiple contributors. A basic majority vote rule is often used. This approach weights the contributions from each contributor equally but the c...

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