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  • Article
  • Open Access
3,122 Views
30 Pages

Flood Damage Risk Mapping Along the River Niger: Ten Benefits of a Participated Approach

  • Maurizio Tiepolo,
  • Muhammad Abraiz,
  • Maurizio Bacci,
  • Ousman Baoua,
  • Elena Belcore,
  • Giorgio Cannella,
  • Edoardo Fiorillo,
  • Daniele Ganora,
  • Mohammed Ibrahim Housseini and
  • Vieri Tarchiani
  • + 3 authors

14 April 2025

Flood risk mapping is spreading in the Global South due to the availability of high-resolution/high-frequency satellite imagery, volunteered geographic information, and hydraulic models. However, these maps are increasingly generated without the part...

  • Article
  • Open Access
37 Citations
8,027 Views
21 Pages

Large Scale Flood Risk Mapping in Data Scarce Environments: An Application for Romania

  • Raffaele Albano,
  • Caterina Samela,
  • Iulia Crăciun,
  • Salvatore Manfreda,
  • Jan Adamowski,
  • Aurelia Sole,
  • Åke Sivertun and
  • Alexandru Ozunu

26 June 2020

Large-scale flood risk assessment is essential in supporting national and global policies, emergency operations and land-use management. The present study proposes a cost-efficient method for the large-scale mapping of direct economic flood damage in...

  • Article
  • Open Access
17 Citations
3,663 Views
17 Pages

Seismic risk assessment has become a crucial issue for optimal management of economic resources allocated to mitigation. For this purpose, in the last decades, several research activities were aimed to update hazard, exposure, and vulnerability model...

  • Article
  • Open Access
6 Citations
3,920 Views
14 Pages

27 January 2021

Torrential rainfall events associated with rainstorms and typhoons are the main causes of flood-related economic losses in Gangwon Province, Republic of Korea. The frequency and severity of flood damage have been increasing due to frequent extreme ra...

  • Article
  • Open Access
1 Citations
692 Views
18 Pages

18 July 2025

This study analyzed the probability of damage in heat transport pipelines buried in urban areas using pipeline attribute information and damage history data and developed an AI-based predictive model. A dataset was constructed by collecting spatial a...

  • Article
  • Open Access
2 Citations
2,383 Views
40 Pages

Mapping Windthrow Risk in Pinus radiata Plantations Using Multi-Temporal LiDAR and Machine Learning: A Case Study of Cyclone Gabrielle, New Zealand

  • Michael S. Watt,
  • Andrew Holdaway,
  • Nicolò Camarretta,
  • Tommaso Locatelli,
  • Sadeepa Jayathunga,
  • Pete Watt,
  • Kevin Tao and
  • Juan C. Suárez

20 May 2025

As the frequency of strong storms and cyclones increases, understanding wind risk in both existing and newly established plantation forests is becoming increasingly important. Recent advances in the quality and availability of remotely sensed data ha...

  • Article
  • Open Access
753 Views
20 Pages

16 October 2025

This study generated an AI (Artificial Intelligence)-based prediction model for identifying high-risk groups of failures in urban district heating pipelines using pipeline attribute information and historical failure records. A total of 324,495 recor...

  • Article
  • Open Access
38 Citations
11,392 Views
27 Pages

11 August 2014

The modeling of flood damage is an important component for risk analyses, which are the basis for risk-oriented flood management, risk mapping, and financial appraisals. An automatic urban structure type mapping approach was applied on a land use/lan...

  • Article
  • Open Access
48 Citations
12,269 Views
20 Pages

30 November 2015

Flood mapping, particularly hazard and risk mapping, is an imperative process and a fundamental part of emergency response and risk management. This paper aims to produce a flood risk proxy map of damaged rice fields over the whole of Bangladesh, whe...

  • Article
  • Open Access
21 Citations
14,152 Views
27 Pages

GIS-Based Risk Assessment of Structure Attributes in Flood Zones of Odiongan, Romblon, Philippines

  • Jerome G. Gacu,
  • Cris Edward F. Monjardin,
  • Kevin Lawrence M. de Jesus and
  • Delia B. Senoro

13 February 2023

Flood triggered by heavy rains and typhoons leads to extensive damage to land and structures putting rural communities in crucial condition. Most of the studies on risk assessment focus on environmental factors, and building attributes have not been...

  • Case Report
  • Open Access
7 Citations
3,121 Views
18 Pages

30 September 2021

This article describes the determination of asset values in residential and industrial areas in Poland that can be used in the preparation of flood hazard and risk maps (FRMs) and flood risk management plans (FRMPs). In the Floods Directive’s first c...

  • Article
  • Open Access
47 Citations
14,674 Views
17 Pages

Framework of Spatial Flood Risk Assessment for a Case Study in Quang Binh Province, Vietnam

  • Chinh Luu,
  • Hieu Xuan Tran,
  • Binh Thai Pham,
  • Nadhir Al-Ansari,
  • Thai Quoc Tran,
  • Nga Quynh Duong,
  • Nam Hai Dao,
  • Lam Phuong Nguyen,
  • Huu Duy Nguyen and
  • Jason von Meding
  • + 2 authors

10 April 2020

Vietnam has been extensively affected by floods, suffering heavy losses in human life and property. While the Vietnamese government has focused on structural measures of flood defence such as levees and early warning systems, the country still lacks...

  • Proceeding Paper
  • Open Access
2,503 Views
6 Pages

Precipitation changes caused by climate change are a phenomenon that may have far more serious consequences in urban areas than previously thought. Preventing the flood extent in rural and urban areas is crucial for the protection of human well-being...

  • Article
  • Open Access
4 Citations
5,257 Views
26 Pages

A Risk-Based Approach for the Analysis of Flood Impact in Villahermosa (Tabasco, Mexico)

  • Mackendy Ceragene,
  • Rosanna Bonasia,
  • Luis Cea and
  • Maria de la O Cuevas-Cancino

15 November 2023

Floods in Villahermosa are events that have occurred frequently over the centuries, due to the city’s location at the mouth of two of the most powerful rivers in Mexico. Flooding effects on residents have become increasingly damaging over the y...

  • Article
  • Open Access
3,548 Views
23 Pages

Development and Application of STORMTOOLS Design Load (SDL) Maps

  • Isabella Silverman,
  • Blaze Engelman,
  • Alexa Leone,
  • Michael Rothenbucher,
  • Allison Munch,
  • Josph Sorrentino,
  • Brandon Markiewicz,
  • Chris Pearson,
  • Chris Baxter and
  • Malcolm Spaulding
  • + 2 authors

Under the STORMTOOLS initiative, maps of the impact of sea level rise (SLR) (0 to 12 ft), nuisance flooding (1–10 yr), 25, 50, and 100 yr storms, and hindcasts of the four top ranked tropical storms have been developed for the coastal waters of Rhode...

  • Article
  • Open Access
9 Citations
3,372 Views
24 Pages

16 June 2024

A hazard zoning map is the most essential tool during the crisis management cycle’s prevention and risk reduction phase. In this study, a geographic information system (GIS) is applied to the crisis management of ports through the preparation o...

  • Article
  • Open Access
7 Citations
3,930 Views
16 Pages

Assessing the Suitability of the Flood Defense Policy of Republic of Korea for Risk Reduction in Local Rivers

  • Kichul Jung,
  • Heejin An,
  • Sewon Hwang,
  • Seung Beom Seo,
  • Hyemin Park,
  • Chan Park and
  • Jonghyun Yoo

9 November 2023

This study examines whether the fluvial flood defense system of Korea is appropriate for risk reduction. Using spatial socioeconomic data and remote sensing, we estimated the potential economic damage that can be caused by the flooding of local strea...

  • Article
  • Open Access
21 Citations
6,916 Views
19 Pages

14 February 2019

Exposure is an integral part of any natural disaster risk assessment, and damage to buildings is one of the most important consequence of flood disasters. As such, estimates of the building stock and the values at risk can assist in flood risk manage...

  • Article
  • Open Access
8 Citations
5,572 Views
28 Pages

Google Earth Engine Framework for Satellite Data-Driven Wildfire Monitoring in Ukraine

  • Bohdan Yailymov,
  • Andrii Shelestov,
  • Hanna Yailymova and
  • Leonid Shumilo

26 October 2023

Wildfires cause extensive damage, but their rapid detection and cause assessment remains challenging. Existing methods utilize satellite data to map burned areas and meteorological data to model fire risk, but there are no information technologies to...

  • Article
  • Open Access
24 Citations
7,800 Views
14 Pages

Management System for Dam-Break Hazard Mapping in a Complex Basin Environment

  • Jian Mao,
  • Shandong Wang,
  • Jianhua Ni,
  • Changbai Xi and
  • Jiechen Wang

Flood disasters from dam breaks cause serious loss of human life and immense damage to infrastructure and economic stability. The application of Geographic Information System technology integrated with hydrological modeling for mapping flood-inundate...

  • Article
  • Open Access
7 Citations
3,834 Views
30 Pages

A Novel Occupancy Mapping Framework for Risk-Aware Path Planning in Unstructured Environments

  • Johann Laconte,
  • Abderrahim Kasmi,
  • François Pomerleau,
  • Roland Chapuis,
  • Laurent Malaterre,
  • Christophe Debain and
  • Romuald Aufrère

14 November 2021

In the context of autonomous robots, one of the most important tasks is to prevent potential damage to the robot during navigation. For this purpose, it is often assumed that one must deal with known probabilistic obstacles, then compute the probabil...

  • Article
  • Open Access
23 Citations
5,539 Views
15 Pages

A Fast Data-Driven Tool for Flood Risk Assessment in Urban Areas

  • Zafeiria Theodosopoulou,
  • Ioannis M. Kourtis,
  • Vasilis Bellos,
  • Konstantinos Apostolopoulos,
  • Chryssy Potsiou and
  • Vassilios A. Tsihrintzis

16 August 2022

Post-disaster flood risk assessment is extremely difficult owing to the great uncertainties involved in all parts of the assessment exercise, e.g., the uncertainty of hydrologic–hydraulic models and depth–damage curves. In the present stu...

  • Article
  • Open Access
7 Citations
3,758 Views
21 Pages

Calculating Economic Flood Damage through Microscale Risk Maps and Data Generalization: A Pilot Study in Southern Italy

  • Gianna Ida Festa,
  • Luigi Guerriero,
  • Mariano Focareta,
  • Giuseppe Meoli,
  • Silvana Revellino,
  • Francesco Maria Guadagno and
  • Paola Revellino

21 May 2022

In recent decades, floods have caused significant loss of human life as well as interruptions in economic and social activities in affected areas. In order to identify effective flood mitigation measures and to suggest actions to be taken before and...

  • Article
  • Open Access
2 Citations
3,459 Views
12 Pages

In this research, we have used spatial information analysis techniques and procedures to process storm, flood, and snow damage risks, and apply premium rates to produce a Storm and Flood Insurance Management Map. To calculate risk, we used ArcGIS&rsq...

  • Article
  • Open Access
19 Citations
9,050 Views
15 Pages

Flood Risk Communication Using ArcGIS StoryMaps

  • Khalid Oubennaceur,
  • Karem Chokmani,
  • Anas El Alem and
  • Yves Gauthier

11 October 2021

In Canada, flooding is the most common and costly natural hazard. Flooding events significantly impact communities, damage infrastructures and threaten public security. Communication, as part of a flood risk management strategy, is an essential means...

  • Article
  • Open Access
13 Citations
5,587 Views
19 Pages

19 July 2021

All flood hazard and risk assessment suffer from a certain degree of uncertainty due to multiple factors, such as flood frequency analysis, hydrodynamic model calibration, or flood damage (magnitude–damage functions) models. The uncertainty linked to...

  • Article
  • Open Access
12 Citations
2,806 Views
13 Pages

30 April 2023

As ground subsidence accidents in urban areas that occur due to damage to underground utilities can cause great damage, it is necessary to predict and prepare for such accidents in order to minimize such damage. It has been reported that the main cau...

  • Article
  • Open Access
40 Citations
7,880 Views
15 Pages

Residential Flood Loss Assessment and Risk Mapping from High-Resolution Simulation

  • Zulfahmi Afifi,
  • Hone-Jay Chu,
  • Yen-Lien Kuo,
  • Yung-Chia Hsu,
  • Hock-Kiet Wong and
  • Muhammad Zeeshan Ali

10 April 2019

Since the patterns of residential buildings in the urban area are small-sized and dispersed, this study proposes a high-resolution flood loss and risk assessment model to analyze the direct loss and risk impacts caused by floods. The flood inundation...

  • Article
  • Open Access
7 Citations
2,424 Views
30 Pages

Application of AHP-ICM and AHP-EWM in Collapse Disaster Risk Mapping in Huinan County

  • Zengkang Lu,
  • Chenglong Yu,
  • Huanan Liu,
  • Jiquan Zhang,
  • Yichen Zhang,
  • Jie Wang and
  • Yanan Chen

Collapses are one of the most common geological disasters in mountainous areas, which easily damage buildings and infrastructures and bring huge property losses to people’s production and life. This paper uses Huinan County as the study area, a...

  • Feature Paper
  • Article
  • Open Access
4 Citations
5,641 Views
16 Pages

Instant Flood Risk Modelling (Inform) Tool for Co-Design of Flood Risk Management Strategies with Stakeholders in Can Tho City, Vietnam

  • Hieu Ngo,
  • Mohanasundar Radhakrishnan,
  • Roshanka Ranasinghe,
  • Assela Pathirana and
  • Chris Zevenbergen

6 November 2021

Flood risk reduction strategies play an important role in flood risk management (FRM) and these strategies are being co-designed with the engagement of the stakeholder through multiple consultations and co-designing sessions. Effective participation...

  • Article
  • Open Access
12 Citations
7,101 Views
15 Pages

Earthquake-Induced Landslide Risk Assessment: An Example from Sakhalin Island, Russia

  • Alexey Konovalov,
  • Yuriy Gensiorovskiy,
  • Valentina Lobkina,
  • Alexandra Muzychenko,
  • Yuliya Stepnova,
  • Leonid Muzychenko,
  • Andrey Stepnov and
  • Mikhail Mikhalyov

Damages caused by earthquake-induced ground effects can be of the order or significantly exceed the expected damages from ground shaking. A new probabilistic technique is considered in this study for earthquake-induced landslide risk assessment. A fu...

  • Article
  • Open Access
672 Views
21 Pages

11 November 2025

One of the sources of risk inherent to construction projects is the quality of spatial data. Damage to buried pipes and cables often causes accidents, delays, or stoppages of construction works. Fuzzy logic is a method for studying the risk. It is em...

  • Article
  • Open Access
18 Citations
10,308 Views
19 Pages

31 January 2023

Tropical cyclones (TCs) have long posed a significant threat to Australia’s population, infrastructure, and environment. This threat may grow under climate change as projections indicate continuing rises in sea level and increases in rainfall d...

  • Article
  • Open Access
19 Citations
6,811 Views
18 Pages

A Rapid Public Health Needs Assessment Framework for after Major Earthquakes Using High-Resolution Satellite Imagery

  • Jian Zhao,
  • Fan Ding,
  • Zhe Wang,
  • Jinghuan Ren,
  • Jing Zhao,
  • Yeping Wang,
  • Xuefeng Tang,
  • Yong Wang,
  • Jianyi Yao and
  • Qun Li

Background: Earthquakes causing significant damage have occurred frequently in China, producing enormous health losses, damage to the environment and public health issues. Timely public health response is crucial to reduce mortality and morbidity and...

  • Article
  • Open Access
37 Citations
6,053 Views
23 Pages

Landslide Risk Assessment Using a Combined Approach Based on InSAR and Random Forest

  • Wangcai Liu,
  • Yi Zhang,
  • Yiwen Liang,
  • Pingping Sun,
  • Yuanxi Li,
  • Xiaojun Su,
  • Aijie Wang and
  • Xingmin Meng

29 April 2022

Landslide risk assessment is important for risk management and loss–damage reduction. Herein, we assessed landslide susceptibility, hazard, and risk in the urban area of Yan’an City, which is located on the Loess Plateau of China and affe...

  • Article
  • Open Access
29 Citations
7,805 Views
24 Pages

Rapid Assessment of Flood Inundation and Damaged Rice Area in Red River Delta from Sentinel 1A Imagery

  • Anh Phan,
  • Duong N. Ha,
  • Chuc D. Man,
  • Thuy T. Nguyen,
  • Hung Q. Bui and
  • Thanh T. N. Nguyen

29 August 2019

The Red River Delta (RRD), including 11 provinces, is one of the four largest rice-growing areas in Vietnam. Tropical storms often occur and cause serious flooding from May to October annually in the RRD, which strongly affects the productivity of th...

  • Article
  • Open Access
1 Citations
2,197 Views
17 Pages

Flood risk to rice production has previously been examined in terms of river basins or administrative units, incorporating data about the flood year, inundated area, precipitation, elevation, and impacts. However, there is limited knowledge about thi...

  • Article
  • Open Access
30 Citations
9,226 Views
25 Pages

2 April 2021

Earthquake activities in and around the Korean Peninsula are relatively low in number and intensity compared with neighboring countries such as Japan and China. However, recent seismic activity caused great alarm and concern among citizens and govern...

  • Abstract
  • Open Access
1,805 Views
2 Pages

Integrated Platform for Wildfire Prevention and Management: The S2IGI Project

  • Marcello Casula,
  • Bachisio Arca,
  • Giovanni Laneve,
  • Enrico Cadau,
  • Raffaele Bua,
  • Fabrizio Pedes,
  • Michele Salis,
  • Pietro Andronico,
  • Andrea Ventura and
  • Maurizio Cao
  • + 1 author

The purpose of the S2IGI (Sistema Satellitare Integrato Gestione Incendi) project is to support the different phases of wildland fire prevention and management by a set of toolboxes, aiming to provide a short- and medium-term forecast of wildfire dan...

  • Article
  • Open Access
4 Citations
3,792 Views
17 Pages

Conceptual and Analytical Framework as Flood Risk Mapping Subsidy

  • Larissa Ferreira D. R. Batista and
  • Alfredo Ribeiro Neto

27 July 2022

There are still gaps in defining values and category classifications of exposed items in quantitative damage analysis. This paper proposes a framework that refines the development of flood risk analysis at a local scale. This study first performs a q...

  • Article
  • Open Access
3 Citations
3,581 Views
21 Pages

9 March 2023

Recently, Japan has been hit by more frequent and severe rainstorms and floods. Typhoon Hagibis caused heavy flooding in many river basins in central and eastern Japan from 12–13 October 2019, resulting in loss of life, substantial damage, and...

  • Article
  • Open Access
41 Citations
5,864 Views
12 Pages

Modeling the Invasion of the Large Hive Beetle, Oplostomusfuligineus, into North Africa and South Europe under a Changing Climate

  • Hossam Abou-Shaara,
  • Sara A. Alashaal,
  • Eslam M. Hosni,
  • Mohamed G. Nasser,
  • Mohammad J. Ansari and
  • Sulaiman Ali Alharbi

24 March 2021

Some beetle species can attack honeybee colonies, causing severe damage to beekeeping. These pests include Oplostomus fuligineus, which is also known as the Large Hive Beetle (LHB). This beetle is native to Sub-Saharan Africa and has recently also be...

  • Feature Paper
  • Article
  • Open Access
8 Citations
4,974 Views
20 Pages

Development of a Hydrodynamic-Based Flood-Risk Management Tool for Assessing Redistribution of Expected Annual Damages in a Floodplain

  • Muhammad Atiq Ur Rehman Tariq,
  • Nitin Muttil,
  • Zohreh Rajabi,
  • Maha Hussein,
  • Muhammad Izhar Shah,
  • Muhammad Laiq Ur Rahman Shahid,
  • Shahana Janjua,
  • Rashid Farooq and
  • Anne W. M. Ng

13 December 2021

Despite spending ample resources and procedural development in flood management, flood losses are still increasing worldwide. The losses caused by floods and costs incurred on management are two components of expected annual damages (EAD) due to floo...

  • Article
  • Open Access
34 Citations
13,769 Views
23 Pages

6 March 2021

In recent years, rainfall-induced waterlogging has become a common hazard in the highly urbanized coastal city of Chattogram, Bangladesh, resulting in a high magnitude of property damage and economic loss. Therefore, the primary objective of this res...

  • Article
  • Open Access
18 Citations
10,648 Views
21 Pages

23 July 2021

Developing countries in the global south that contribute less to climate change have suffered greater from its impacts, such as extreme climatic events and disasters compared to developed countries, causing climate justice concerns globally. Ho Chi M...

  • Article
  • Open Access
964 Views
22 Pages

Simulations of Damage Scenarios in Urban Areas: The Case of the Seismic Sequence of L’Aquila 2009

  • Rosa Maria Sava,
  • Rosalinda Arcoraci,
  • Annalisa Greco,
  • Alessandro Pluchino and
  • Andrea Rapisarda

4 November 2025

Simulation of damage scenarios is an important tool for seismic risk mitigation. While a detailed analysis of each building would be preferable to assess their vulnerability to seismic hazard, simplified yet robust methodologies are necessary at a la...

  • Article
  • Open Access
23 Citations
6,803 Views
21 Pages

8 February 2023

Landslides are one of the most recurring and damaging natural hazards worldwide, with rising impacts on communities, infrastructure, and the environment. Landslide hazard, vulnerability, and risk assessments are critical for landslide mitigation, lan...

  • Proceeding Paper
  • Open Access
2 Citations
2,250 Views
9 Pages

The number of forest fires ignitions has decreased worldwide, thus observing increased levels of intensity and destruction, endangering urban areas and causing material damages and deaths (Portugal, 2017). Forest fire hazard mapping supported by the...

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