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ISPRS International Journal of Geo-Information, Volume 11, Issue 12

December 2022 - 52 articles

Cover Story: In this paper, a Geographical Information System (GIS)-based agent-based model (ABM) was implemented to understand the spatial dynamics of COVID-19 spread and assess the efficacy of two policy measures to mitigate the COVID-19 outbreak in the city of Montreal, Canada. The evolution of the outbreak was studied by means of precise and realistic consideration of people’s mobility and interactions based on geospatial data. The overall aim of this research was to improve our understanding of the COVID-19 epidemic amid an urban population. As a result of our model and simulations, a map of critical locations of COVID-19 spreading was produced. Similarly, the evaluation of the effectiveness of two measures to manage the COVID-19 outbreak provided some insights into the decision-making process used by health policymakers to navigate through the pandemic. View this paper
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Articles (52)

  • Article
  • Open Access
9 Citations
3,665 Views
20 Pages

VGI and Satellite Imagery Integration for Crisis Mapping of Flood Events

  • Alberto Vavassori,
  • Daniela Carrion,
  • Benito Zaragozi and
  • Federica Migliaccio

Timely mapping of flooded areas is critical to several emergency management tasks including response and recovery activities. In fact, flood crisis maps embed key information for an effective response to the natural disaster by delineating its spatia...

  • Article
  • Open Access
3 Citations
2,872 Views
23 Pages

Urban-scale green spaces have been a central topic as of late, but community-scale green spaces are overlooked in urban studies. This paper takes community green spaces in the main urban area of Beijing as the case to quantitatively interpret the spa...

  • Article
  • Open Access
2,215 Views
20 Pages

Collapse is a common cartographic generalization operation in multi-scale representation and cascade updating of vector spatial data. During transformation from large- to small-scale, the dual-line river shows progressive collapse from narrow river s...

  • Article
  • Open Access
4 Citations
2,986 Views
13 Pages

Tiled maps are one of the key GIS technologies used in the development and construction of WebGIS in the era of big data; there is an urgent need for high-performance tile map services hosted on big data GIS platforms. To address the current ineffici...

  • Article
  • Open Access
1 Citations
2,435 Views
22 Pages

DP-CSM: Efficient Differentially Private Synthesis for Human Mobility Trajectory with Coresets and Staircase Mechanism

  • Xin Yao,
  • Juan Yu,
  • Jianmin Han,
  • Jianfeng Lu,
  • Hao Peng,
  • Yijia Wu and
  • Xiaoqian Cao

Generating differentially private synthetic human mobility trajectories from real trajectories is a commonly used approach for privacy-preserving trajectory publishing. However, existing synthetic trajectory generation methods suffer from the drawbac...

  • Article
  • Open Access
11 Citations
4,842 Views
24 Pages

A Novel Approach Based on Machine Learning and Public Engagement to Predict Water-Scarcity Risk in Urban Areas

  • Sadeq Khaleefah Hanoon,
  • Ahmad Fikri Abdullah,
  • Helmi Z. M. Shafri and
  • Aimrun Wayayok

Climate change, population growth and urban sprawl have put a strain on water supplies across the world, making it difficult to meet water demand, especially in city regions where more than half of the world’s population now reside. Due to the...

  • Article
  • Open Access
1 Citations
5,848 Views
18 Pages

The development of high nature value farmland (HNVf) can effectively improve the problems of biodiversity reduction, non-point source pollution and carbon loss in intensive farmland. To this end, we developed a set of general indicators based on Land...

  • Article
  • Open Access
3 Citations
2,954 Views
25 Pages

Route choice is a complex issue in simulating individual behaviors and reproducing collective phenomena during evacuations. A growing concern has been given to the individual cognitive mechanism to investigate how routing decisions are made in specif...

  • Article
  • Open Access
20 Citations
5,256 Views
30 Pages

One of the most critical processes for the long-term management of groundwater resources is Groundwater Potential Zonation (GWPZ). Despite their importance, traditional groundwater studies are costly, difficult, complex, and time-consuming. This stud...

  • Article
  • Open Access
22 Citations
5,173 Views
21 Pages

A Comparison Study of Landslide Susceptibility Spatial Modeling Using Machine Learning

  • Nurwatik Nurwatik,
  • Muhammad Hidayatul Ummah,
  • Agung Budi Cahyono,
  • Mohammad Rohmaneo Darminto and
  • Jung-Hong Hong

One hundred seventeen landslides occurred in Malang Regency throughout 2021, triggering the need for practical hazard assessments to strengthen the disaster mitigation process. In terms of providing a solution for investigating the location of landsl...

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