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

2020 October - 55 articles

Cover Story: This work implements an approach for geospatial time-series processing in the analysis of deforestation. The method includes machine learning satellite image classification deployed on the cloud-based processing service Google Earth Engine. Twenty years of forest dynamics in the Amazonas were analysed, where classified maps were validated against high-resolution imagery through open-source software CollectEarth. An artificial neural network-based simulation, built thanks to the derived historical forest trends, was implemented to obtain a simulation of future forest loss. The processing approach is adaptable to different regions and periods of time, allowing also the monitoring of short/long-term implementation of forest preserving policies. View this paper
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Articles (55)

  • Article
  • Open Access
4 Citations
3,861 Views
19 Pages

The majority of smallholder farmers in Sub-Saharan Africa face myriad challenges to participating in agribusiness markets. However, how the spatially explicit factors interact to influence household decision choices at the local level is not well und...

  • Article
  • Open Access
12 Citations
5,629 Views
23 Pages

A 3D Geodatabase for Urban Underground Infrastructures: Implementation and Application to Groundwater Management in Milan Metropolitan Area

  • Davide Sartirana,
  • Marco Rotiroti,
  • Chiara Zanotti,
  • Tullia Bonomi,
  • Letizia Fumagalli and
  • Mattia De Amicis

The recent rapid increase in urbanization has led to the inclusion of underground spaces in urban planning policies. Among the main subsurface resources, a strong interaction between underground infrastructures and groundwater has emerged in many urb...

  • Article
  • Open Access
8 Citations
3,761 Views
17 Pages

Articulated Trajectory Mapping for Reviewing Walking Tours

  • Iori Sasaki,
  • Masatoshi Arikawa and
  • Akinori Takahashi

This paper addresses how to enrich a map-based representation for reviewing walking tours with the features of trajectory mapping and tracing animation. Generally, a trajectory generated by raw GPS data can often be difficult to browse through on a m...

  • Article
  • Open Access
27 Citations
5,399 Views
19 Pages

The urban network is an important method of spatial optimization, and measuring the development level of the urban network is a prerequisite for spatial optimization. Combining geographic information system (GIS) spatial analysis, social network anal...

  • Article
  • Open Access
22 Citations
4,942 Views
20 Pages

Through volunteering data, people can help assess information on various aspects of their surrounding environment. Particularly in natural resource management, Volunteered Geographic Information (VGI) is increasingly recognized as a significant resou...

  • Article
  • Open Access
32 Citations
5,370 Views
14 Pages

Road markings that provide instructions for unmanned driving are important elements in high-precision maps. In road information collection technology, multi-beam mobile LiDAR scanning (MLS) is currently adopted instead of traditional mono-beam LiDAR...

  • Article
  • Open Access
19 Citations
5,123 Views
17 Pages

We present a GIS-based crowdsourcing application that was launched soon after the first COVID-19 cases had been recorded in Greece, motivated by the need for fast, location-wise data acquisition regarding COVID-19 disease spread during spring 2020, d...

  • Article
  • Open Access
9 Citations
5,088 Views
26 Pages

Towards Deriving Freight Traffic Measures from Truck Movement Data for State Road Planning: A Proposed System Framework

  • Ahmed Karam,
  • Thorbjørn M. Illemann,
  • Kristian Hegner Reinau,
  • Goran Vuk and
  • Christian O. Hansen

To make the right decisions on investments, operations, and policies in the public road sector, decision makers need knowledge about traffic measures of trucks, such as average travel time and the frequency of trips among geographical zones. Private...

  • Article
  • Open Access
24 Citations
6,713 Views
25 Pages

Reconstruction of Lost Cultural Heritage Sites and Landscapes: Context of Ancient Objects in Time and Space

  • Lukáš Brůha,
  • Josef Laštovička,
  • Tomáš Palatý,
  • Eva Štefanová and
  • Přemysl Štych

Diachronic studies play a key role in the research and documentation of cultural heritage and its changes, ranging from architectural fragments to landscape. Regarding the reconstructions of lost cultural heritage sites, the determination of landscap...

  • Article
  • Open Access
47 Citations
8,395 Views
32 Pages

In the context of smart cities and digital twins, three-dimensional semantic city models are increasingly used for the analyses of large urban areas. While the representation of buildings, terrain, and vegetation has become standard for most city mod...

  • Article
  • Open Access
31 Citations
7,429 Views
19 Pages

This study proposes an integrated methodology for evaluating and mapping quality of life (QoL) and the quality of a place as residence area, at local level. The QoL assessment was based on the development of composite criteria, using geographical var...

  • Article
  • Open Access
28 Citations
8,722 Views
15 Pages

Although semantic segmentation of remote-sensing (RS) images using deep-learning networks has demonstrated its effectiveness recently, compared with natural-image datasets, obtaining RS images under the same conditions to construct data labels is dif...

  • Article
  • Open Access
43 Citations
6,989 Views
19 Pages

This work presents a concept for heating demand and resulting CO2 emissions prediction based on a 3D city model in CityGML format in various scenarios under the consideration of a changing climate. In the case study of Helsinki, the Helsinki Energy a...

  • Article
  • Open Access
55 Citations
7,851 Views
25 Pages

Volunteered geographic information (VGI) has great potential to reveal spatial and temporal dynamics of geographic phenomena. However, a variety of potential biases in VGI are recognized, many of which root from volunteer data contribution activities...

  • Article
  • Open Access
8 Citations
4,027 Views
18 Pages

Simulating Large-Scale 3D Cadastral Dataset Using Procedural Modelling

  • Jernej Tekavec,
  • Anka Lisec and
  • Eugénio Rodrigues

Geospatial data and information within contemporary land administration systems are fundamental to manage the territory adequately. 3D land administration systems, often addressed as 3D cadastre, promise several benefits, particularly in managing tod...

  • Article
  • Open Access
12 Citations
7,805 Views
14 Pages

To examine to what extent spatial inequalities in childhood obesity are attributable to spatial inequalities in socioeconomic characteristics across a country, we aimed to investigate the spatial associations of socioeconomic characteristics and chil...

  • Article
  • Open Access
26 Citations
6,038 Views
25 Pages

Currently, more than half of the world’s population lives in cities, which leads to major changes in land use and land surface temperature (LST). The associated urban heat island (UHI) effects have multiple impacts on energy consumption and hum...

  • Technical Note
  • Open Access
6 Citations
5,068 Views
15 Pages

PolySimp: A Tool for Polygon Simplification Based on the Underlying Scaling Hierarchy

  • Ding Ma,
  • Zhigang Zhao,
  • Ye Zheng,
  • Renzhong Guo and
  • Wei Zhu

Map generalization is a process of reducing the contents of a map or data to properly show a geographic feature(s) at a smaller extent. Over the past few years, the fractal way of thinking has emerged as a new paradigm for map generalization. A geogr...

  • Article
  • Open Access
29 Citations
4,499 Views
26 Pages

Individual tree segmentation is essential for many applications in city management and urban ecology. Light Detection and Ranging (LiDAR) system acquires accurate point clouds in a fast and environmentally-friendly manner, which enables single tree d...

  • Article
  • Open Access
7 Citations
5,196 Views
16 Pages

The unnatural panoramic image transition between two adjacent viewpoints reduces the immersion and interactive experiences of 360° panoramic walkthrough systems. In this paper, a dynamic panoramic image rendering and smooth transition algorithm for a...

  • Technical Note
  • Open Access
5 Citations
5,072 Views
20 Pages

Combining UAV Imagery, Volunteered Geographic Information, and Field Survey Data to Improve Characterization of Rural Water Points in Malawi

  • Marc van den Homberg,
  • Arjen Crince,
  • Jurg Wilbrink,
  • Daniël Kersbergen,
  • Gumbi Gumbi,
  • Simon Tembo and
  • Rob Lemmens

As the world is digitizing fast, the increase in Big and Small Data offers opportunities to enrich official statistics for reporting on Sustainable Development Goals (SDG). However, survey data coming from an increased number of organizations (Small...

  • Article
  • Open Access
29 Citations
3,901 Views
34 Pages

The strong demand on human mobility leads to excessive numbers of cars and raises the problems of serious traffic congestion, large amounts of greenhouse gas emissions, air pollution and insufficient parking space in cities. Although ridesharing is a...

  • Review
  • Open Access
3 Citations
3,582 Views
10 Pages

Usability of IoT and Open Data Repositories for Analyzing Water Pollution. A Case Study in the Czech Republic

  • Jan Pavlík,
  • Markéta Hrnčírová,
  • Michal Stočes,
  • Jan Masner and
  • Jiří Vaněk

Recently, the process of data opening has intensified, especially thanks to the involvement of many institutions that have not yet shared their data. Some entities provided data to the public long before the trend of open data was pushed to a wider l...

  • Article
  • Open Access
24 Citations
5,804 Views
30 Pages

A Built Heritage Information System Based on Point Cloud Data: HIS-PC

  • Florent Poux,
  • Roland Billen,
  • Jean-Paul Kasprzyk,
  • Pierre-Henri Lefebvre and
  • Pierre Hallot

The digital management of an archaeological site requires to store, organise, access and represent all the information that is collected on the field. Heritage building information modelling, archaeological or heritage information systems now tend to...

  • Article
  • Open Access
25 Citations
6,299 Views
15 Pages

This paper examines the relationship between pedestrian density and space syntax measures in a university campus using ordinal logistic regression analysis. The pedestrian density assumed as the dependent variable of regression analysis was categoris...

  • Article
  • Open Access
44 Citations
5,875 Views
25 Pages

ADAtools: Automatic Detection and Classification of Active Deformation Areas from PSI Displacement Maps

  • J. A. Navarro,
  • R. Tomás,
  • A. Barra,
  • J. I. Pagán,
  • C. Reyes-Carmona,
  • L. Solari,
  • J. L. Vinielles,
  • S. Falco and
  • M. Crosetto

This work describes the set of tools developed, tested, and put into production in the context of the H2020 project Multi-scale Observation and Monitoring of Railway Infrastructure Threats (MOMIT). This project, which ended in 2019, aimed to show how...

  • Article
  • Open Access
26 Citations
5,097 Views
17 Pages

Measuring Spatial Accessibility of Urban Fire Services Using Historical Fire Incidents in Nanjing, China

  • Kainan Mao,
  • Yuehong Chen,
  • Guohao Wu,
  • Junwang Huang,
  • Wanying Yang and
  • Zelong Xia

The measurement of spatial accessibility of fire services is a key task in enhancing fire response efficiency and minimizing property losses and deaths. Recently, the two-step floating catchment area method and its modified versions have been widely...

  • Article
  • Open Access
28 Citations
8,828 Views
14 Pages

Advancements in remote sensing techniques and urban data analysis tools have enabled the successful monitoring and detection of green spaces in a city. This study aims to develop an index called the urban green accessibility (UGA) index, which measur...

  • Article
  • Open Access
15 Citations
5,096 Views
18 Pages

With the development of machine learning technology, research cases for spatial estimation through machine learning approach (MLA) in addition to the traditional geostatistical techniques are increasing. MLA has the advantage that spatial estimation...

  • Article
  • Open Access
7 Citations
4,353 Views
17 Pages

The shadow fraction of the canopy is an important factor in Bidirectional Reflectance Distribution Function (BRDF) and in estimating physical quantities, such as tree height and biomass. Shadows are used as a shielding ratio for direct solar irradian...

  • Article
  • Open Access
32 Citations
7,575 Views
16 Pages

The expansion of hydroelectric dams that is planned, and under construction, in the Amazon basin is a proposal to generate “clean” energy, with the purposes of meeting the regional energy demand, and the insertion of Brazil into the inter...

  • Article
  • Open Access
91 Citations
16,328 Views
23 Pages

Deforestation causes diverse and profound consequences for the environment and species. Direct or indirect effects can be related to climate change, biodiversity loss, soil erosion, floods, landslides, etc. As such a significant process, timely and c...

  • Article
  • Open Access
17 Citations
4,511 Views
27 Pages

Renewable energy resources and energy-efficient technologies, as well as building retrofitting, are only some of the possible strategies that can achieve more sustainable cities and reduce greenhouse gas emissions. Subsidies and incentives are often...

  • Correction
  • Open Access
1 Citations
2,060 Views
6 Pages

The authors have identified errors in the percentages and frequency of occurrences informed in the article [...]

  • Article
  • Open Access
13 Citations
4,176 Views
18 Pages

The agricultural sector and natural resources are heavily interdependent, comprising a coherent but complex system. The soil and water assessment tool (SWAT) is widely used in assessing these interdependencies for regional watershed management. Howev...

  • Article
  • Open Access
22 Citations
4,302 Views
17 Pages

Urban public open spaces refer to open space between architectural structures in a city or urban agglomeration that is open for urban residents to conduct public exchanges and hold various activities. Sustainable Development Goal (SDG) 11.7 in the 20...

  • Article
  • Open Access
5 Citations
4,316 Views
20 Pages

The Tourist Oriented Directional Signs (TODS) system is an essential and important project in constructing and planning scenic areas. At present, the placement of directional signs generally depends on the personal experience of the tour manager to i...

  • Article
  • Open Access
5 Citations
3,716 Views
22 Pages

A rapid growth in spatial open datasets has led to a huge demand for regression approaches accommodating spatial and non-spatial effects in big data. Regression model selection is particularly important to stably estimate flexible regression models....

  • Article
  • Open Access
53 Citations
7,028 Views
24 Pages

The use of unmanned aerial vehicles (UAVs) is nowadays a standard approach in several application fields. Researches connected with these systems cover several topics and the evolution of these platforms and their applications are rapidly growing. De...

  • Article
  • Open Access
9 Citations
8,058 Views
26 Pages

The overcrowding of first aid facilities creates considerable hardship and problems which have repercussions on patients’ wellbeing, the time needed for a diagnosis, and on the quality of the assistance. The basic objective of this contribution, base...

  • Article
  • Open Access
13 Citations
10,266 Views
20 Pages

Evaluating the Performance of Three Popular Web Mapping Libraries: A Case Study Using Argentina’s Life Quality Index

  • Alejandro Zunino,
  • Guillermo Velázquez,
  • Juan Pablo Celemín,
  • Cristian Mateos,
  • Matías Hirsch and
  • Juan Manuel Rodriguez

Recent Web technologies such as HTML5, JavaScript, and WebGL have enabled powerful and highly dynamic Web mapping applications executing on standard Web browsers. Despite the complexity for developing such applications has been greatly reduced by Web...

  • Article
  • Open Access
66 Citations
11,315 Views
22 Pages

Monitoring Wildfires in the Northeastern Peruvian Amazon Using Landsat-8 and Sentinel-2 Imagery in the GEE Platform

  • Elgar Barboza Castillo,
  • Efrain Y. Turpo Cayo,
  • Cláudia Maria de Almeida,
  • Rolando Salas López,
  • Nilton B. Rojas Briceño,
  • Jhonsy Omar Silva López,
  • Miguel Ángel Barrena Gurbillón,
  • Manuel Oliva and
  • Raul Espinoza-Villar

During the latest decades, the Amazon has experienced a great loss of vegetation cover, in many cases as a direct consequence of wildfires, which became a problem at local, national, and global scales, leading to economic, social, and environmental i...

  • Article
  • Open Access
24 Citations
10,834 Views
27 Pages

Disparities in Geographical Access to Hospitals in Portugal

  • Claudia Costa,
  • José António Tenedório and
  • Paula Santana

Geographical accessibility to health care services is widely accepted as relevant to improve population health. However, measuring it is very complex, mainly when applied at administrative levels that go beyond the small-area level. This is the case...

  • Article
  • Open Access
26 Citations
4,294 Views
19 Pages

In this study, a retrospective analysis of the relationship between the land use/land cover (LULC) change and associated surface urban heat island (SUHI) effect in fast-growing Greater Hefei between 1995 and 2016 was performed. Our results reveal the...

  • Article
  • Open Access
64 Citations
5,953 Views
23 Pages

Landslides impact on human activities and socio-economic development, especially in mountainous areas. This study focuses on the comparison of the prediction capability of advanced machine learning techniques for the rainfall-induced shallow landslid...

  • Article
  • Open Access
17 Citations
6,696 Views
20 Pages

The ancient roof decorative components of the official-style architectures from the Ming and Qing dynasties in China hold both physical and symbolic significance. These roof structures are the essential objects in three-dimensional (3D) modeling of a...

  • Article
  • Open Access
27 Citations
4,681 Views
20 Pages

Dual Path Attention Net for Remote Sensing Semantic Image Segmentation

  • Jinglun Li,
  • Jiapeng Xiu,
  • Zhengqiu Yang and
  • Chen Liu

Semantic segmentation plays an important role in being able to understand the content of remote sensing images. In recent years, deep learning methods based on Fully Convolutional Networks (FCNs) have proved to be effective for the sematic segmentati...

  • Article
  • Open Access
23 Citations
5,008 Views
15 Pages

Shoreline Changes Along the Coast of Mainland China—Time to Pause and Reflect?

  • Hongzhen Tian,
  • Kai Xu,
  • Joaquim I. Goes,
  • Qinping Liu,
  • Helga do Rosario Gomes and
  • Mengmeng Yang

Shoreline changes are of great importance for evaluating the interaction between humans and ecosystems in coastal areas. They serve as a useful metric for assessing the ecological costs of socioeconomic developmental activities along the coast. In th...

  • Article
  • Open Access
28 Citations
3,657 Views
18 Pages

Landslide Susceptibility Assessment Using an Optimized Group Method of Data Handling Model

  • Azam Kadirhodjaev,
  • Fatemeh Rezaie,
  • Moung-Jin Lee and
  • Saro Lee

Landslides can cause considerable loss of life and damage to property, and are among the most frequent natural hazards worldwide. One of the most fundamental and simple approaches to reduce damage is to prepare a landslide hazard map. Accurate predic...

  • Article
  • Open Access
10 Citations
3,708 Views
18 Pages

Despite the worldwide studies on urban agglomeration (UA), the effects of intra-UA interaction patterns have not been thoroughly elucidated to date. To fill the research gap, first, this study utilized the Baidu Internet search data to quantify the i...

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