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83 Results Found

  • Article
  • Open Access
73 Citations
11,479 Views
18 Pages

25 August 2020

Coastal areas are expected to be at a higher risk of flooding when climate change-induced sea-level rise (SLR) is combined with episodic rises in sea level. Flood susceptibility mapping (FSM), mostly based on statistical and machine learning methods,...

  • Article
  • Open Access
8 Citations
4,599 Views
20 Pages

A Decision Process for Optimizing Multi-Hazard Shelter Location Using Global Data

  • Sarah Godschall,
  • Virginia Smith,
  • Jonathan Hubler and
  • Peleg Kremer

3 August 2020

Mitigating the effects of natural hazards through infrastructure planning requires integration of diverse types of information from a range of fields, including engineering, geography, social science, and geology. Challenges in data availability and...

  • Article
  • Open Access
3 Citations
3,304 Views
21 Pages

Assessing SDI Implementation Scenarios to Facilitate Emergency Mapping Operations in the Dominican Republic

  • Gregorio Rosario Michel,
  • María Ester Gonzalez-Campos,
  • Fernando Manzano Aybar and
  • Joep Crompvoets

The Dominican Republic (DR) is a small island developing state (SIDS) highly exposed to disaster-risk phenomena, such as earthquakes, hurricanes, etc. The Spatial Data Infrastructure (SDI) enables coordination and sharing of spatial information and s...

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

The Assessment of COVID-19 Vulnerability Risk for Crisis Management

  • Marek Wyszyński,
  • Michał Grudziński,
  • Krzysztof Pokonieczny and
  • Marek Kaszubowski

18 April 2022

The subject of this article is to determine COVID-19 vulnerability risk and its change over time in association with the state health care system, turnover, and transport to support the crisis management decision-making process. The aim was to determ...

  • Article
  • Open Access
80 Citations
13,592 Views
20 Pages

Mapping Forest Fire Risk—A Case Study in Galicia (Spain)

  • Ana Novo,
  • Noelia Fariñas-Álvarez,
  • Joaquín Martínez-Sánchez,
  • Higinio González-Jorge,
  • José María Fernández-Alonso and
  • Henrique Lorenzo

11 November 2020

The optimization of forest management in roadsides is a necessary task in terms of wildfire prevention in order to mitigate their effects. Forest fire risk assessment identifies high-risk locations, while providing a decision-making support about veg...

  • Article
  • Open Access
4 Citations
2,589 Views
13 Pages

Flood Risk Assessment Using Multi-Criteria Spatial Analysis Case Study: Gilort River between Bălcești and Bolbocești

  • Alexandru Giurea,
  • Laura Comănescu,
  • Robert Dobre,
  • Alexandru Nedelea and
  • Ioana Mirea

21 June 2024

Floods are the most widespread hazard globally and have a significant impact on local communities in terms of material damage and loss of life. Flood risk analysis is a complex process that needs to be addressed both physically and socially. This stu...

  • Article
  • Open Access
18 Citations
7,427 Views
32 Pages

An Interoperable Architecture for the Internet of COVID-19 Things (IoCT) Using Open Geospatial Standards—Case Study: Workplace Reopening

  • Steve H. L. Liang,
  • Sara Saeedi,
  • Soroush Ojagh,
  • Sepehr Honarparvar,
  • Sina Kiaei,
  • Mahnoush Mohammadi Jahromi and
  • Jeremy Squires

24 December 2020

To safely protect workplaces and the workforce during and after the COVID-19 pandemic, a scalable integrated sensing solution is required in order to offer real-time situational awareness and early warnings for decision-makers. However, an informatio...

  • Feature Paper
  • Article
  • Open Access
5 Citations
4,616 Views
14 Pages

Diagnosis on Transport Risk Based on a Combined Assessment of Road Accidents and Watershed Vulnerability to Spills of Hazardous Substances

  • Emerson Ribeiro Machado,
  • Renato Farias do Valle Junior,
  • Teresa Cristina Tarlé Pissarra,
  • Hygor Evangelista Siqueira,
  • Luís Filipe Sanches Fernandes and
  • Fernando António Leal Pacheco

Roads play an important role in the economic development of cities and regions, but the transport of cargo along highways may represent a serious environmental problem because a large portion of transported goods is composed of dangerous products. In...

  • Article
  • Open Access
64 Citations
15,054 Views
16 Pages

11 April 2018

Vietnam is highly vulnerable to flood and storm impacts. Holistic flood risk assessment maps that adequately consider flood risk factors of hazard, exposure, and vulnerability are not available. These are vital for flood risk preparedness and disaste...

  • Article
  • Open Access
38 Citations
10,647 Views
20 Pages

Approximately 30,000 dams in China are aging and are considered to be high-level risks. Developing a framework for analyzing spatial multicriteria flood risk is crucial to ranking management scenarios for these dams, especially in densely populated a...

  • Article
  • Open Access
18 Citations
3,919 Views
12 Pages

Risk Mapping of Influenza D Virus Occurrence in Ruminants and Swine in Togo Using a Spatial Multicriteria Decision Analysis Approach

  • Maxime Fusade-Boyer,
  • Pidemnéwé S. Pato,
  • Mathias Komlan,
  • Koffi Dogno,
  • Komla Batawui,
  • Emilie Go-Maro,
  • Pamela McKenzie,
  • Claire Guinat,
  • Aurélie Secula and
  • Mariette F. Ducatez
  • + 4 authors

21 January 2020

Influenza D virus (IDV) has been identified in several continents, with serological evidence for the virus in Africa. In order to improve the sensitivity and cost–benefit of IDV surveillance in Togo, risk maps were drawn using a spatial multicr...

  • Article
  • Open Access
1 Citations
3,430 Views
17 Pages

Comprehensive Flood Risk Assessment for Quang Tri Province

  • Nguyen Tien Thanh,
  • Nguyen Thanh Hung,
  • To Vinh Cuong,
  • Vu Dinh Cuong,
  • Trieu Quang Quan and
  • Nguyen Mai Dang

30 June 2025

Quang Tri, located in the central region of Vietnam, regularly experiences prolonged and extreme rainfall that causes severe and widespread flooding. This has resulted in significant losses in terms of both lives and property. Therefore, an integrate...

  • Article
  • Open Access
18 Citations
6,062 Views
22 Pages

Methodology for the Assessment of Multi-Hazard Risk in Urban Homogenous Zones

  • Nenad Mladineo,
  • Marko Mladineo,
  • Elena Benvenuti,
  • Toni Kekez and
  • Željana Nikolić

14 December 2022

The multi-hazard risk assessment of urban areas represents a comprehensive approach that can be used to reduce, manage and overcome the risks arising from the combination of different natural hazards. This paper presents a methodology for multi-hazar...

  • Article
  • Open Access
82 Citations
10,894 Views
14 Pages

In the last few decades extreme heat events have led to substantial excess mortality, most dramatically in Central Europe in 2003, in Russia in 2010, and even in typically cool locations such as Vancouver, Canada, in 2009. Heat-related morbidity and...

  • Article
  • Open Access
1 Citations
2,574 Views
26 Pages

Assessment of Integrated Coastal Vulnerability Index in the Coromandel Coast of Tamil Nadu, India Using Multi-Criteria Spatial Analysis Approaches

  • Ponmozhi Arokiyadoss,
  • Lakshmi Narasimhan Chandrasekaran,
  • Ramachandran Andimuthu and
  • Ahamed Ibrahim Syed Noor

9 July 2025

This study presents a comprehensive coastal vulnerability assessment framework by integrating a range of physical, environmental, and climatic parameters. Key criteria include shoreline changes, coastal geomorphology, slope, elevation, bathymetry, ti...

  • Review
  • Open Access
5 Citations
3,390 Views
21 Pages

21 April 2025

As climate change intensifies, urban populations face growing threats from frequent and severe heatwaves, underscoring the urgent need for advanced risk assessment frameworks to inform adaptation strategies. This systematic review synthesizes methodo...

  • Article
  • Open Access
5 Citations
8,271 Views
25 Pages

Prioritizing Flood-Prone Areas Using Spatial Data in the Province of New Brunswick, Canada

  • Sheika Henry,
  • Anne-Marie Laroche,
  • Achraf Hentati and
  • Jasmin Boisvert

24 November 2020

Over the years, floods have caused economic damage that has impacted development in many regions. As a result, a comprehensive overview of flood-prone areas at the provincial scale is important in order to identify zones that require detailed assessm...

  • Article
  • Open Access
4 Citations
4,271 Views
17 Pages

A Framework for Cloud-Based Spatially-Explicit Uncertainty and Sensitivity Analysis in Spatial Multi-Criteria Models

  • Christoph Erlacher,
  • Karl-Heinrich Anders,
  • Piotr Jankowski,
  • Gernot Paulus and
  • Thomas Blaschke

Global sensitivity analysis, like variance-based methods for massive raster datasets, is especially computationally costly and memory-intensive, limiting its applicability for commodity cluster computing. The computational effort depends mainly on th...

  • Article
  • Open Access
14 Citations
2,256 Views
28 Pages

1 March 2025

Sub-watershed prioritization using morphometric analysis and multi-criteria decision-making (MCDM) techniques is a systematic approach to identifying and ranking sub-watersheds based on their susceptibility to soil erosion. This helps in implementing...

  • Article
  • Open Access
27 Citations
4,594 Views
28 Pages

Using Artificial Neural Networks to Assess Earthquake Vulnerability in Urban Blocks of Tehran

  • Rasoul Afsari,
  • Saman Nadizadeh Shorabeh,
  • Amir Reza Bakhshi Lomer,
  • Mehdi Homaee and
  • Jamal Jokar Arsanjani

24 February 2023

The purpose of this study is to assess the vulnerability of urban blocks to earthquakes for Tehran as a city built on geological faults using an artificial neural network—multi-layer perceptron (ANN-MLP). Therefore, we first classified earthqua...

  • Article
  • Open Access
26 Citations
7,739 Views
20 Pages

Assessment of Climate Change Impacts in the North Adriatic Coastal Area. Part II: Consequences for Coastal Erosion Impacts at the Regional Scale

  • Valentina Gallina,
  • Silvia Torresan,
  • Alex Zabeo,
  • Jonathan Rizzi,
  • Sandro Carniel,
  • Mauro Sclavo,
  • Lisa Pizzol,
  • Antonio Marcomini and
  • Andrea Critto

21 June 2019

Coastal erosion is an issue of major concern for coastal managers and is expected to increase in magnitude and severity due to global climate change. This paper analyzes the potential consequences of climate change on coastal erosion (e.g., impacts o...

  • Article
  • Open Access
56 Citations
5,728 Views
17 Pages

Comprehensive Risk Assessment of Urban Waterlogging Disaster Based on MCDA-GIS Integration: The Case Study of Changchun, China

  • Chenyu Duan,
  • Jiquan Zhang,
  • Yanan Chen,
  • Qiuling Lang,
  • Yichen Zhang,
  • Chenyang Wu and
  • Zhen Zhang

28 June 2022

Urban waterlogging will harm economic development and people’s life safety; however, the waterlogging risk zoning map provides the necessary decision support for the management of urban waterlogging, urban development and urban planning. This p...

  • Article
  • Open Access
2 Citations
1,967 Views
87 Pages

4 August 2025

This study presents an integrated geospatial framework for assessing the risk to high-speed railway (HSR) infrastructure, combining a persistent scatterer interferometric synthetic aperture radar (PS-InSAR) analysis with multi-criteria decision-makin...

  • Article
  • Open Access
2,319 Views
22 Pages

1 September 2025

In the developing countries (e.g., Palestine) a reliable assessment of climate vulnerability, exposure, and consequently risk is a key step in developing successful adaptation and mitigation plans. This study aims to examine the spatial distribution...

  • Article
  • Open Access
1 Citations
1,772 Views
20 Pages

Future Modeling of Urban Growth Using Geographical Information Systems and SLEUTH Method: The Case of Sanliurfa

  • Songül Naryaprağı Gülalan,
  • Fred Barış Ernst and
  • Abdullah İzzeddin Karabulut

28 July 2025

This study was conducted using Geographic Information Systems (GISs), Remote Sensing (RS) techniques, and the SLEUTH model based on Cellular Automata (CA) to analyze the spatial and temporal dynamics of urban growth in Sanliurfa Province and to creat...

  • Article
  • Open Access
2 Citations
1,653 Views
17 Pages

6 November 2024

The agro-pastoral ecotone of Inner Mongolia, one of China’s most ecologically vulnerable regions, requires careful evaluation and prediction of landscape ecological risks to improve its environment and support sustainable development. Our study...

  • Review
  • Open Access
168 Views
28 Pages

Equity-Oriented Decision-Making for Renewable Energy Investments

  • Justas Streimikis and
  • Indre Siksnelyte-Butkiene

17 January 2026

Renewable energy investment evaluation continues to rely predominantly on techno-economic and environmental criteria, while equity-related considerations remain weakly embedded within formal decision-support frameworks. Although recent research incre...

  • Article
  • Open Access
1 Citations
1,879 Views
22 Pages

In highly urbanised and industrialised settings, managing environmental pressures and enhancing urban resilience demand integrated, spatially explicit approaches. This study presents a methodological framework that integrates topographic data, land c...

  • Article
  • Open Access
3 Citations
1,240 Views
23 Pages

21 February 2025

Urban flooding presents acute challenges in heritage cities, where dense populations and valuable cultural assets coexist. While Nature-Based Solutions (NbSs) have been widely studied, their implementation in heritage cities remains underexplored due...

  • Article
  • Open Access
25 Citations
5,792 Views
27 Pages

Assessment of Neotectonic Landscape Deformation in Evia Island, Greece, Using GIS-Based Multi-Criteria Analysis

  • Kanella Valkanou,
  • Efthimios Karymbalis,
  • Dimitris Papanastassiou,
  • Mauro Soldati,
  • Christos Chalkias and
  • Kalliopi Gaki-Papanastassiou

This study deals with the assessment and mapping of neotectonic landscape deformation in the northern part of the Evia Island (Central Greece). Multi-Criteria Decision Analysis (MCDA) utilizing Analytic Hierarchy Process (AHP) and Weighted Linear Com...

  • Article
  • Open Access
38 Citations
7,416 Views
12 Pages

7 January 2016

Territorial vulnerability and risk analysis play a fundamental role in urban planning and emergency management. Requirements analysis of such aspects are possible to define more and more effective risk mitigation strategies providing efficient respon...

  • Article
  • Open Access
24 Citations
4,393 Views
15 Pages

The potential of woodland and floodplain woodland plantations in a wide area, of high flood risk, along the Spey River (Scotland) is investigated, to mitigate the floods’ catastrophic impact. The spatial analysis required various datasets to be...

  • Article
  • Open Access
1,465 Views
20 Pages

Assessment of Landscape Resilience to Anthropogenic Impact in the Western Kazakhstan Region

  • Aigul Tokbergenova,
  • Aizhan Ryskeldiyeva,
  • Aizhan Mussagaliyeva,
  • Irina Skorintseva,
  • Damira Kaliyeva,
  • Alibek Beimbetov,
  • Ulan Mukhtarov and
  • Bekzat Bilalov

24 September 2025

This paper presents a comprehensive methodology for assessing the resilience of landscapes to human impact in western Kazakhstan. The approach developed is based on integrating remote sensing data (MODIS, SMAP, NDVI and NDSI), the results of field su...

  • Article
  • Open Access
21 Citations
10,454 Views
19 Pages

Wildfire Risk Assessment Based on Geospatial Open Data: Application on Chios, Greece

  • Nektaria Adaktylou,
  • Dimitris Stratoulias and
  • Rick Landenberger

Wildfires burn tens of thousands of hectares of forest, chaparral and grassland in Mediterranean countries every year, giving rise to landscape, ecologic, economic, and public safety concerns. On the Greek island of Chios and in many other Mediterran...

  • Article
  • Open Access
19 Citations
11,668 Views
32 Pages

Flood Risk Assessment and Mapping: A Case Study from Australia’s Hawkesbury-Nepean Catchment

  • Matthew Kelly,
  • Imogen Schwarz,
  • Mark Ziegelaar,
  • Andrew B. Watkins and
  • Yuriy Kuleshov

17 January 2023

Floods are the most common and costliest natural disaster in Australia. Australian flood risk assessments (FRAs) are mostly conducted on relatively small scales using modelling outputs. The aim of this study was to develop a novel approach of index-b...

  • Abstract
  • Open Access
1,715 Views
1 Page

A Multi-Component Approach for Mapping Wildfire Risk in the Wildland–Urban Interface

  • Jose Maria Costa-Saura,
  • Claudio Ribotta,
  • David Caballero,
  • Christophe Bouillon,
  • Eric Maille,
  • Donatella Spano,
  • Valentina Bacciu,
  • Costantino Sirca,
  • Salvatore Cabiddu and
  • Leandro Usai

Global change is increasing concerns regarding fire risk, especially for the wildland–urban interface (WUI). Indeed, different cross-national funded projects aim to develop new methodologies and technologies for assessing and reducing fire risk...

  • Article
  • Open Access
10 Citations
5,432 Views
15 Pages

River Flood Risk Assessment in Communities of the Peruvian Andes: A Semiquantitative Application for Disaster Prevention

  • Dennis Ccopi-Trucios,
  • Brissette Barzola-Rojas,
  • Sheyla Ruiz-Soto,
  • Edwin Gabriel-Campos,
  • Kevin Ortega-Quispe and
  • Franklin Cordova-Buiza

15 September 2023

River floods are common natural phenomena that occur when the flow of water exceeds the capacity of a river due to excessive rainfall. In the Peruvian territory, the heavy rains of 2010 had consequences of great magnitude, leaving more than 5000 peop...

  • Article
  • Open Access
8 Citations
6,702 Views
57 Pages

31 March 2023

The flood hazard risks and vulnerability in the urban areas alongside major rivers of India have been gradually increasing due to extreme climatic events. The present study is intended to assess flood hazard vulnerability and potential risk areas and...

  • Article
  • Open Access
1,075 Views
29 Pages

Geospatial Mudflow Risk Modeling: Integration of MCDA and RAMMS

  • Ainur Mussina,
  • Assel Abdullayeva,
  • Victor Blagovechshenskiy,
  • Sandugash Ranova,
  • Zhixiong Zeng,
  • Aidana Kamalbekova and
  • Ulzhan Aldabergen

4 August 2025

This article presents a comprehensive assessment of mudflow risk in the Talgar River basin through the application of Multi-Criteria Decision Analysis (MCDA) methods and numerical modeling using the Rapid Mass Movement Simulation (RAMMS) environment....

  • Article
  • Open Access
49 Citations
7,794 Views
29 Pages

GIS-Based Forest Fire Susceptibility Zonation with IoT Sensor Network Support, Case Study—Nature Park Golija, Serbia

  • Ivan Novkovic,
  • Goran B. Markovic,
  • Djordje Lukic,
  • Slavoljub Dragicevic,
  • Marko Milosevic,
  • Snezana Djurdjic,
  • Ivan Samardzic,
  • Tijana Lezaic and
  • Marija Tadic

29 September 2021

The territory of the Republic of Serbia is vulnerable to various natural disasters, among which forest fires stand out. In relation with climate changes, the number of forest fires in Serbia has been increasing from year to year. Protected natural ar...

  • Article
  • Open Access
4 Citations
3,201 Views
38 Pages

Green infrastructure (GI) plays a critical role in addressing urban fragmentation and flood vulnerability, especially in rapidly expanding cities where its optimal placement is essential to maximize social, ecological, and economic benefits. This stu...

  • Article
  • Open Access
4 Citations
2,068 Views
21 Pages

25 March 2025

Climate change, particularly the increasing frequency of droughts, poses a critical challenge for agriculture. Rising temperatures and water scarcity threaten both agricultural productivity and ecosystem stability, making the identification of effect...

  • Article
  • Open Access
1 Citations
2,373 Views
20 Pages

Delimitation and Prioritization of Climate-Affected Areas Using the Example of a Post-Industrial City

  • Joachim Bronder,
  • Anna Kurianowicz,
  • Joanna Piasecka,
  • Janusz Krupanek and
  • Jacek Krzyżak

9 May 2024

This study adapted and tested an approach to identifying areas that are particularly vulnerable to climate-related hazards using the example of the post-industrial city of Knurów in Poland. This study applied a multi-criteria method using the...

  • Feature Paper
  • Article
  • Open Access
5 Citations
2,677 Views
25 Pages

An Innovative GIS-Based Policy Approach to Stream Water Quality and Ecological Risk Assessment in Mediterranean Regions: The Case of Crete, Greece

  • Nektarios N. Kourgialas,
  • Chrysoula Ntislidou,
  • Eleana Kazila,
  • Agathos Filintas and
  • Catherina Voreadou

31 October 2024

Due to the multiple pressures from human activities, many freshwater ecosystems are facing degradation. To address this issue, a new approach for assessing stream water quality and ecological (WQE) risk using a multi-criteria analysis through a GIS-b...

  • Article
  • Open Access
5 Citations
4,845 Views
19 Pages

Urban Flood Vulnerability Assessment in Freetown, Sierra Leone: AHP Approach

  • Abdulai Osman Koroma,
  • Mohamed Saber and
  • Cherifa Abdelbaki

25 September 2024

This study presents a comprehensive flood vulnerability assessment for Freetown, Sierra Leone, spanning the period from 2001 to 2022. The objective of this research was to assess the temporal and spatial changes in the flood vulnerability using Geogr...

  • Article
  • Open Access
1 Citations
4,330 Views
25 Pages

17 October 2024

Flash flood hazard assessment is a critical component of disaster risk management, particularly in regions vulnerable to extreme rainfall and climatic events. This study focuses on evaluating the flash flood susceptibility of the Rabigh area, located...

  • Article
  • Open Access
18 Citations
4,776 Views
17 Pages

Evaluation of Vulnerability Status of the Infection Risk to COVID-19 Using Geographic Information Systems (GIS) and Multi-Criteria Decision Analysis (MCDA): A Case Study of Addis Ababa City, Ethiopia

  • Hizkel Asfaw,
  • Shankar Karuppannan,
  • Tilahun Erduno,
  • Hussein Almohamad,
  • Ahmed Abdullah Al Dughairi,
  • Motrih Al-Mutiry and
  • Hazem Ghassan Abdo

COVID-19 is a disease caused by a new coronavirus called SARS-CoV-2 and is an accidental global public health threat. Because of this, WHO declared the COVID-19 outbreak a pandemic. The pandemic is spreading unprecedently in Addis Ababa, which result...

  • Article
  • Open Access
14 Citations
6,048 Views
20 Pages

Mapping Heat Wave Hazard in Urban Areas: A Novel Multi-Criteria Decision Making Approach

  • Javad Shafiei Shiva,
  • David G. Chandler and
  • Kenneth E. Kunkel

29 June 2022

Global population is experiencing more frequent, longer, and more severe heat waves due to global warming and urbanization. Episodic heat waves increase mortality and morbidity rates and demands for water and energy. Urban managers typically assess h...

  • Article
  • Open Access
16 Citations
11,973 Views
19 Pages

15 January 2015

Lyme borreliosis, caused by the bacterium, Borrelia burgdorferi, is an emerging vector-borne infectious disease in Canada. According to the Public Health Agency of Canada (PHAC), by the year 2020, 80% of Canadians will live in Lyme endemic areas. An...

  • Article
  • Open Access
2 Citations
863 Views
28 Pages

The Yellow River Basin faces severe challenges in water security and ecological protection: at the basin scale, complex hydrological processes and fragile ecosystems undermine the water security pattern; at the local scale, waterlogging risks have in...

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