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ISPRS International Journal of Geo-Information, Volume 7, Issue 12

2018 December - 37 articles

Cover Story: Vegetation mapping and classification has been a major component of remote sensing since its inception. Increasingly, high spatial resolution sensors have allowed us to ask specific questions about vegetation at precise spatial locations. In this study, we sought to answer the question "where do trees extend over residential rooftops?" for the City of Calgary, Alberta, Canada. Our GEOBIA-based approach is applied to high-resolution multispectral imagery and leverages Volunteered Geographic Information (VGI) to reduce processing requirements—an important enhancement when working with city-spanning, sub-meter spatial resolution imagery. We generate detailed urban maps of vegetation over rooftops using a machine learning classifier on a VGI-filtered set of image objects. View this paper.
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Articles (37)

  • Article
  • Open Access
65 Citations
12,624 Views
28 Pages

Developing a Dynamic Web-GIS Based Landslide Early Warning System for the Chittagong Metropolitan Area, Bangladesh

  • Bayes Ahmed,
  • Md. Shahinoor Rahman,
  • Rahenul Islam,
  • Peter Sammonds,
  • Chao Zhou,
  • Kabir Uddin and
  • Tahmeed M. Al-Hussaini

This article aims to develop a Web-GIS based landslide early warning system (EWS) for the Chittagong Metropolitan Area (CMA), Bangladesh, where, in recent years, rainfall-induced landslides have caused great losses of lives and property. A method for...

  • Article
  • Open Access
42 Citations
6,824 Views
18 Pages

Land surface temperature (LST) can significantly alter seasonal vegetation phenology which in turn affects the global and regional energy balance. These are the most important parameters of surface–atmosphere interactions and climate change. Me...

  • Article
  • Open Access
4 Citations
6,026 Views
22 Pages

Checking the Consistency of Volunteered Phenological Observations While Analysing Their Synchrony

  • Hamed Mehdipoor,
  • Raul Zurita-Milla,
  • Ellen-Wien Augustijn and
  • Arnold J. H. Van Vliet

The increasing availability of volunteered geographic information (VGI) enables novel studies in many scientific domains. However, inconsistent VGI can negatively affect these studies. This paper describes a workflow that checks the consistency of Vo...

  • Article
  • Open Access
41 Citations
8,343 Views
26 Pages

Hyperspectral imagery provides detailed spectral information that can be used for tree species discrimination. The aim of this study is to assess spectral–spatial complexity reduction techniques for tree species classification using an airborne...

  • Article
  • Open Access
11 Citations
5,510 Views
12 Pages

Air Pollution Dispersion Modelling Using Spatial Analyses

  • Jan Bitta,
  • Irena Pavlíková,
  • Vladislav Svozilík and
  • Petr Jančík

Air pollution dispersion modelling via spatial analyses (Land Use Regression—LUR) is an alternative approach to the standard air pollution dispersion modelling techniques in air quality assessment. Its advantages are mainly a much simpler mathe...

  • Technical Note
  • Open Access
35 Citations
9,796 Views
15 Pages

Creating a Story Map Using Geographic Information Systems to Explore Geomorphology and History of Methana Peninsula

  • Varvara Antoniou,
  • Lemonia Ragia,
  • Paraskevi Nomikou,
  • Pavlina Bardouli,
  • Danai Lampridou,
  • Theodora Ioannou,
  • Ilias Kalisperakis and
  • Christos Stentoumis

Story maps are used as an interactive tool for communication and information dissemination. A web-based application using story mapping technology is presented to explore the Methana peninsula. This volcanic area is characterized by specific volcanic...

  • Article
  • Open Access
5 Citations
4,072 Views
19 Pages

Towards Detecting Social Events by Mining Geographical Patterns with VGI Data

  • Zhewei Liu,
  • Xiaolin Zhou,
  • Wenzhong Shi and
  • Anshu Zhang

Detecting events using social media data is important for timely emergency response and urban monitoring. Current studies primarily use semantic-based methods, in which “bursts” of certain semantic signals are detected to identify emergin...

  • Communication
  • Open Access
36 Citations
11,332 Views
15 Pages

Challenges of Mapping Sustainable Development Goals Indicators Data

  • Menno Jan Kraak,
  • Britta Ricker and
  • Yuri Engelhardt

The global population is growing at an incomprehensible rate and with it come complex environmental consequences that often result in social injustices. The United Nations has established a set of Sustainable Development Goals (SDGs) in an attempt to...

  • Feature Paper
  • Article
  • Open Access
53 Citations
6,335 Views
20 Pages

Multi-Scale and Multi-Sensor 3D Documentation of Heritage Complexes in Urban Areas

  • Arnadi Murtiyoso,
  • Pierre Grussenmeyer,
  • Deni Suwardhi and
  • Rabby Awalludin

The 3D documentation of heritage complexes or quarters often requires more than one scale due to its extended area. While the documentation of individual buildings requires a technique with finer resolution, that of the complex itself may not need th...

  • Article
  • Open Access
5 Citations
4,418 Views
22 Pages

Combining the Two-Layers PageRank Approach with the APA Centrality in Networks with Data

  • Taras Agryzkov,
  • Francisco Pedroche,
  • Leandro Tortosa and
  • José F. Vicent

Identifying the influential nodes in complex networks is a fundamental and practical topic at the moment. In this paper, a new centrality measure for complex networks is proposed based on two contrasting models that have their common origin in the we...

  • Article
  • Open Access
4 Citations
5,039 Views
19 Pages

Camera pose tracking is a fundamental task in Augmented Reality (AR) applications. In this paper, we present CATCHA, a method to achieve camera pose tracking in cultural heritage interiors with rigorous conservatory policies. Our solution is real-tim...

  • Article
  • Open Access
75 Citations
13,378 Views
23 Pages

New Trends in Using Augmented Reality Apps for Smart City Contexts

  • Pravesh Yagol,
  • Francisco Ramos,
  • Sergio Trilles,
  • Joaquín Torres-Sospedra and
  • Francisco J. Perales

The idea of virtuality is not new, as research on visualization and simulation dates back to the early use of ink and paper sketches for alternative design comparisons. As technology has advanced so the way of visualizing simulations as well, but the...

  • Article
  • Open Access
4 Citations
4,142 Views
25 Pages

This paper focuses on the spatial autocorrelation parameter ρ of the simultaneous autoregressive model, and furnishes its sampling distribution for nonzero values, for two regular square (rook and queen) tessellations as well as a hexagonal case with...

  • Article
  • Open Access
3 Citations
4,839 Views
21 Pages

Cartographic Line Generalization Based on Radius of Curvature Analysis

  • Bogdan Kolanowski,
  • Jacek Augustyniak and
  • Dorota Latos

Cartographic generalization is one of the important processes of transforming the content of both analogue and digital maps. The process of reducing details on the map has to be conducted in a planned way in each case when the map scale is to be redu...

  • Article
  • Open Access
12 Citations
6,468 Views
26 Pages

Sensor networks generate substantial amounts of frequently updated, highly dynamic data that are transmitted as packets in a data stream. The high frequency and continuous unbound nature of data streams leads to challenges when deriving knowledge fro...

  • Article
  • Open Access
2 Citations
2,948 Views
14 Pages

Assessment of Displacements of Linestrings Based on Homologous Vertexes

  • Antonio Tomás Mozas-Calvache and
  • Francisco Javier Ariza-López

This study describes a new method that was developed in order to assess the displacements between two linestrings that represent the same element in two datasets based on their shape. Until now, all existing line-based methods have been focused on th...

  • Feature Paper
  • Article
  • Open Access
8 Citations
5,883 Views
12 Pages

Progress in surveillance technology has led to the development of Closed-Circuit Television (CCTV) systems in cities around the world. Cameras are considered instrumental in crime reduction, yet existing research does not unambiguously answer the que...

  • Article
  • Open Access
5 Citations
3,844 Views
21 Pages

A Parallel-Computing Approach for Vector Road-Network Matching Using GPU Architecture

  • Bo Wan,
  • Lin Yang,
  • Shunping Zhou,
  • Run Wang,
  • Dezhi Wang and
  • Wenjie Zhen

The road-network matching method is an effective tool for map integration, fusion, and update. Due to the complexity of road networks in the real world, matching methods often contain a series of complicated processes to identify homonymous roads and...

  • Editorial
  • Open Access
31 Citations
5,725 Views
9 Pages

In the last decade, real-time access to data and the use of high-resolution spatial information have provided scientists and engineers with valuable information to help them understand risk. At the same time, there has been a rapid growth of novel an...

  • Article
  • Open Access
22 Citations
4,723 Views
17 Pages

Column integrated algal biomass provides a robust indicator for eutrophication evaluation because it considers the vertical variability of phytoplankton. However, most remote sensing-based inversion algorithms of column algal biomass assume a homogen...

  • Article
  • Open Access
13 Citations
8,298 Views
18 Pages

HiBuffer: Buffer Analysis of 10-Million-Scale Spatial Data in Real Time

  • Mengyu Ma,
  • Ye Wu,
  • Wenze Luo,
  • Luo Chen,
  • Jun Li and
  • Ning Jing

Buffer analysis, a fundamental function in a geographic information system (GIS), identifies areas by the surrounding geographic features within a given distance. Real-time buffer analysis for large-scale spatial data remains a challenging problem si...

  • Article
  • Open Access
16 Citations
7,604 Views
35 Pages

Optimising Citizen-Driven Air Quality Monitoring Networks for Cities

  • Shivam Gupta,
  • Edzer Pebesma,
  • Auriol Degbelo and
  • Ana Cristina Costa

Air quality has had a significant impact on public health, the environment and eventually on the economy of countries for decades. Effectively mitigating air pollution in urban areas necessitates accurate air quality exposure information. Recent adva...

  • Article
  • Open Access
19 Citations
6,640 Views
13 Pages

Reduction of Map Information Regulates Visual Attention without Affecting Route Recognition Performance

  • Julian Keil,
  • Franz-Benjamin Mocnik,
  • Dennis Edler,
  • Frank Dickmann and
  • Lars Kuchinke

Map-based navigation is a diverse task that stands in contradiction to the goal of completeness of web mapping services. As each navigation task is different, it also requires and can dispense with different map information to support effective and e...

  • Feature Paper
  • Article
  • Open Access
15 Citations
6,043 Views
25 Pages

The objective of this study is to evaluate operational methods for creating a particular type of urban vegetation map—one focused on vegetation over rooftops (VOR), specifically trees that extend over urban residential buildings. A key constraint was...

  • Article
  • Open Access
90 Citations
12,149 Views
24 Pages

An Architecture for Mobile Outdoors Augmented Reality for Cultural Heritage

  • Chris Panou,
  • Lemonia Ragia,
  • Despoina Dimelli and
  • Katerina Mania

In this paper, we present the software architecture of a complete mobile tourist guide for cultural heritage sites located in the old town of Chania, Crete, Greece. This includes gamified components that motivate the user to traverse the suggested in...

  • Communication
  • Open Access
114 Citations
17,394 Views
16 Pages

Agenda 2030 pursues a universal approach and identifies countries in the Global South and in the Global North that are in need of transformation toward sustainability. Therefore, countries of the Global North such as Germany have signed the commitmen...

  • Article
  • Open Access
9 Citations
7,389 Views
20 Pages

Measuring Inequality of Opportunity in Access to Quality Basic Education: A Case Study in Florida, US

  • Lydia M. Prieto,
  • Johannes Flacke,
  • Jonathan Aguero-Valverde and
  • Martin Van Maarseveen

Providing all children equal access to essential services, such as primary education, has been set as a priority in the Sustainable Development Goals (SDG)’ agenda during the last two decades. Yet the Global Education Monitoring report in 2016...

  • Article
  • Open Access
77 Citations
6,898 Views
16 Pages

Human mobility data have become an essential means to study travel behavior and trip purpose to identify urban functional zones, which portray land use at a finer granularity and offer insights for problems such as business site selection, urban desi...

  • Article
  • Open Access
2 Citations
5,074 Views
16 Pages

Obtaining and visualizing the internal state and position information of the remote device using sensors are important aspects of industrial manufacturing. For large-scale geo-sensors that have been recently used, map-based management and visualizati...

  • Article
  • Open Access
20 Citations
4,242 Views
14 Pages

Combining the Stock Unearthing Method and Structure-from-Motion Photogrammetry for a Gapless Estimation of Soil Mobilisation in Vineyards

  • Alexander Remke,
  • Jesús Rodrigo-Comino,
  • Yeboah Gyasi-Agyei,
  • Artemi Cerdà and
  • Johannes B. Ries

In vineyards, especially on steep slopes like the Ruwer-Mosel Valley, Germany, soil erosion is a well-known environmental problem. Unfortunately, some enterprises and farmers are not aware of how much soil is being lost and the long-term negative imp...

  • Article
  • Open Access
14 Citations
7,402 Views
47 Pages

The European Space Agency (ESA) defines Earth observation (EO) Level 2 information product the stack of: (i) a single-date multi-spectral (MS) image, radiometrically corrected for atmospheric, adjacency and topographic effects, with (ii) its data-der...

  • Article
  • Open Access
19 Citations
6,453 Views
14 Pages

Towards HD Maps from Aerial Imagery: Robust Lane Marking Segmentation Using Country-Scale Imagery

  • Peter Fischer,
  • Seyed Majid Azimi,
  • Robert Roschlaub and
  • Thomas Krauß

The upraise of autonomous driving technologies asks for maps characterized bya broad range of features and quality parameters, in contrast to traditional navigation maps which in most cases are enriched graph-based models. This paper tackles several...

  • Article
  • Open Access
24 Citations
6,316 Views
13 Pages

From a Vegetation Index to a Sustainable Development Goal Indicator: Forest Trend Monitoring Using Three Decades of Earth Observations across Switzerland

  • Erica Honeck,
  • Roberto Castello,
  • Bruno Chatenoux,
  • Jean-Philippe Richard,
  • Anthony Lehmann and
  • Gregory Giuliani

Forests represent important habitats for species and provide multiple ecosystem services for human well-being. Preserving forests and other terrestrial ecosystems has become crucial to halt desertification, land degradation, and biodiversity loss wor...

  • Article
  • Open Access
33 Citations
11,408 Views
34 Pages

Reporting on the Sustainable Development Goals (SDGs) is complex given the wide variety of governmental and NGO actors involved in development projects as well as the increased number of targets and indicators. However, data on the wide variety of in...

  • Article
  • Open Access
21 Citations
6,577 Views
20 Pages

Public participation is significant for the success of any urban planning project. However, most members of the general public are not planning professionals and may not understand the technical details of a 2D paper-based plan, which might hamper th...

  • Article
  • Open Access
45 Citations
7,715 Views
25 Pages

Urban land cover classification and mapping is an important and ongoing research field in monitoring and managing urban sprawl and terrestrial ecosystems. The changes in land cover largely affect the terrestrial ecosystem, thus information on land co...

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