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Can we detect trends in natural disaster management with artificial intelligence? A review of modeling practices

https://doi.org/10.1007/s11069-020-04429-3
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Disruptive technologies as a solution for disaster risk management: A review
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Predicting the occurrence of natural and technological disasters in Greece through Verhulst, multinomial and exponential models
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Deciphering technological advancements for efficient disaster management and community resilience
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Public perceptions on artificial intelligence driven disaster management: Evidence from Sydney, Melbourne and Brisbane
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Tourism destination research from 2000 to 2020: A systematic narrative review in conjunction with bibliographic mapping analysis
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Strategic considerations for digitalising humanitarian supply chains for resilience: A bibliometric analysis
inferred← citeshttps://doi.org/10.1017/s0263574724000225openalex-snapshot
Wireless vision-based digital media fixed-point DSP processor depending robots for natural calamities
inferred← citeshttps://doi.org/10.1038/s44159-025-00499-xopenalex-snapshot
A cognitive approach to human–AI complementarity in dynamic decision-making
inferred← citeshttps://doi.org/10.1061/nhrefo.nheng-2436openalex-snapshot
Advances in Emergency Demand Forecasting: A Comprehensive Systematic Review
inferred← citeshttps://doi.org/10.1061/nhrefo.nheng-2518openalex-snapshot
Fostering a Holistic and Effective Disaster Response in Low-Income Communities: The Role of Mental Health Strategies
inferred← citeshttps://doi.org/10.1061/nhrefo.nheng-2769openalex-snapshot
Applications of Artificial Intelligence in Disaster Management: Preferred Reporting Items for Systematic Reviews and Meta-Analyses
inferred← citeshttps://doi.org/10.1080/1448837x.2025.2603676openalex-snapshot
Comprehensive algorithm for risk assessment and disaster prevention capability improvement of transmission lines
inferred← citeshttps://doi.org/10.1080/14719037.2023.2231950openalex-snapshot
Implementing AI in the public sector
inferred← citeshttps://doi.org/10.1080/17565529.2025.2506760openalex-snapshot
When nature treats farmers strictly: hazard management strategies in the Sistan Plain, Iran
inferred← citeshttps://doi.org/10.1088/2515-7620/ae69a0openalex-snapshot
A machine-learning-based multi-hazard GIS-AHP framework for wind turbine siting under earthquake–landslide coupling
inferred← citeshttps://doi.org/10.1108/dprg-10-2024-0272openalex-snapshot
Artificial intelligence in action: shaping the future of public sector
inferred← citeshttps://doi.org/10.1108/ijdrbe-12-2024-0136openalex-snapshot
The role of disruptive technologies in enhancing disaster response and resilience in low-income communities
inferred← citeshttps://doi.org/10.1109/aiccsa59173.2023.10479311openalex-snapshot
Formal Methods for Enhanced Natural Disaster Management
inferred← citeshttps://doi.org/10.1109/bigdata62323.2024.10825420openalex-snapshot
Energy Infrastructure Risk Modeling using Quantum and Classical Machine Learning
inferred← citeshttps://doi.org/10.1109/ic3sis54991.2022.9885494openalex-snapshot
Machine Learning for Disaster Management: Insights from past research and future implications
inferred← citeshttps://doi.org/10.1109/icaiic60209.2024.10463410openalex-snapshot
Applying GNN Models for Diverse Disaster Detection using Temporal Knowledge Graphs
inferred← citeshttps://doi.org/10.1109/icct52962.2021.9657900openalex-snapshot
Big Data-Driven Disaster Management: A Key Approach for Smart Humanitarian Activity
inferred← citeshttps://doi.org/10.1109/icdcs63083.2025.00112openalex-snapshot
Weighted Monitoring Interval Minimization for Disaster Surveillance with a UAV
inferred← citeshttps://doi.org/10.1109/icicke65317.2025.11136255openalex-snapshot
Predictive Analytics for Disaster Management: AI Models for Earthquake and Flood Forecasting
inferred← citeshttps://doi.org/10.1109/iciics59993.2023.10421206openalex-snapshot
Because Life Matters- A Disaster Management Web Application
inferred← citeshttps://doi.org/10.1109/icpct64145.2025.10941459openalex-snapshot
AI for Disaster Management: Predictive Models and Response Strategies
inferred← citeshttps://doi.org/10.1109/igarss46834.2022.9883317openalex-snapshot
Toward Faster and Accurate Post-Disaster Damage Assessment: Development of End-to-End Building Damage Detection Framework with Super-Resolution Architecture
inferred← citeshttps://doi.org/10.1109/ojcs.2025.3563759openalex-snapshot
Emerging Computing Tools for Emergency Management: Applications, Limitations and Future Prospects
inferred← citeshttps://doi.org/10.1109/qpain69676.2026.11546457openalex-snapshot
Semi-Autonomous Robot for Post Disaster Human Locator and Emergency Response
inferred← citeshttps://doi.org/10.1109/tgrs.2026.3692760openalex-snapshot
Survey on Disaster Management Datasets for Remote Sensing-Based Emergency Applications
inferred← citeshttps://doi.org/10.1111/disa.70054openalex-snapshot
Building centaur responders: is emergency management ready for artificial intelligence?
inferred← citeshttps://doi.org/10.1111/risa.17640openalex-snapshot
On the compatibility of established methods with emerging artificial intelligence and machine learning methods for disaster risk analysis
inferred← citeshttps://doi.org/10.1111/risa.70030openalex-snapshot
Mismatch between warning information and protective behavior: Why experts + AI < 2?
inferred← citeshttps://doi.org/10.1145/3766671.3766716openalex-snapshot
Evaluation and Analysis of Fire Emergency Management Capability in Logistics Parks Based on PCA-Combined Empowerment Method
inferred← citeshttps://doi.org/10.1155/2022/2365006openalex-snapshot
Unmanned Aerial Vehicle Surveying and Mapping Trajectory Scheduling and Autonomous Control for Landslide Monitoring
inferred← citeshttps://doi.org/10.1177/0958305x251349481openalex-snapshot
Artificial intelligence for sustainable energy: Mitigating global energy vulnerability through government effectiveness
inferred← citeshttps://doi.org/10.1177/21582440221141299openalex-snapshot
Correlation Monitoring Method and model of Science-Technology-Industry in the AI Field: A Case of the Neural Network
inferred← citeshttps://doi.org/10.1177/23998083241288689openalex-snapshot
Unveiling multifaceted resilience: A heterogeneous graph neural network approach for analyzing locale recovery patterns
inferred← citeshttps://doi.org/10.14393/rbcv76n0a-70194openalex-snapshot
Processamento de Imagens dos Satélites Brasileiros CBERS-4 e CBERS-4A para Respostas Rápidas a Desastres
inferred← citeshttps://doi.org/10.15869/itobiad.1706168openalex-snapshot
Afet Yönetiminde Yapay Zekâ Destekli İnsansız Hava Araçlarının Rolü
inferred← citeshttps://doi.org/10.17671/gazibtd.1067831openalex-snapshot
Afet Risk Yönetiminde Yapay Zekâ Kullanımının Rolü
inferred← citeshttps://doi.org/10.21203/rs.3.rs-10548335/v1openalex-snapshot
The Cascading Failure Chain: A Scoping Review of Barriers to Disruptive Digital Technology Adoption in South African Disaster Management
inferred← citeshttps://doi.org/10.21203/rs.3.rs-2337189/v1openalex-snapshot
A Framework for Imbalanced Modelling in Disaster Management: A Case Study Involving Global Landslide Susceptibility
inferred← citeshttps://doi.org/10.21203/rs.3.rs-2606478/v1openalex-snapshot
Development of Disaster Response Strategies for Multi-Disasters
inferred← citeshttps://doi.org/10.21428/bf6fb269.6b027e1aopenalex-snapshot
Towards the Development of an Anti-Colonial Critique of Climate and Disaster Risk Models
inferred← citeshttps://doi.org/10.21608/ijtar.2023.142717.1010openalex-snapshot
Dependency of the learning technique on the problem nature
inferred← citeshttps://doi.org/10.2174/9798898811389125010006openalex-snapshot
Harnessing AI and Machine Learning for Natural Disaster Management
inferred← citeshttps://doi.org/10.29109/gujsc.1929125openalex-snapshot
Precise Prediction of Debris Flow Initiation Zones Derived from General Landslide Inventory Using Machine Learning
inferred← citeshttps://doi.org/10.30561/sinopusd.1257735openalex-snapshot
Üniversite Öğrencilerinin Afet Risk Algısının Değerlendirilmesi
inferred← citeshttps://doi.org/10.30574/wjarr.2023.20.3.2591openalex-snapshot
Artificial intelligence in environmental health and public safety: A comprehensive review of USA strategies
inferred← citeshttps://doi.org/10.32569/resilience.1033649openalex-snapshot
Risk Yönetiminde Bilgi Teknolojilerinin Rolü ve Önemi: Türkiye Örneği
inferred← citeshttps://doi.org/10.32583/keperawatan.v15i2.853openalex-snapshot
Edukasi Siswa Sekolah Dasar untuk Kesiapsiagaan terhadap Erupsi Gunung Merapi
inferred← citeshttps://doi.org/10.3389/feart.2021.659296openalex-snapshot
Flood Susceptibility Modeling in a Subtropical Humid Low-Relief Alluvial Plain Environment: Application of Novel Ensemble Machine Learning Approach
inferred← citeshttps://doi.org/10.3389/frai.2023.985469openalex-snapshot
Culture intelligent workflow, structure, and steps
inferred← citeshttps://doi.org/10.3390/app12105106openalex-snapshot
Using Artificial Intelligence for Space Challenges: A Survey
inferred← citeshttps://doi.org/10.3390/ijerph192215107openalex-snapshot
Comparative Study on International Research Hotspots and National-Level Policy Keywords of Dynamic Disaster Monitoring and Early Warning in China (2000–2021)
inferred← citeshttps://doi.org/10.3390/j8010011openalex-snapshot
A Systemic Digital Transformation for Smart Net-Zero Cities: A State-of-the-Art Review
inferred← citeshttps://doi.org/10.3390/su142013519openalex-snapshot
Emergency and Disaster Management, Preparedness, and Planning (EDMPP) and the ‘Social’: A Scoping Review
inferred← citeshttps://doi.org/10.3390/su16083415openalex-snapshot
Addressing Post-Disaster Challenges and Fostering Social Mobility through Origami Infrastructure and Construction Trade Education
inferred← citeshttps://doi.org/10.3390/su162310730openalex-snapshot
Leveraging Disruptive Technologies for Faster and More Efficient Disaster Response Management
inferred← citeshttps://doi.org/10.3390/su17094172openalex-snapshot
Cultural Beliefs and Participatory AI: Unlocking Untapped Catalysts for Climate Action
inferred← citeshttps://doi.org/10.3390/w13233348openalex-snapshot
The Effect of Temporal Characteristics on Developing a Practical Rainfall-Induced Landslide Potential Evaluation Model Using Random Forest Method
inferred← citeshttps://doi.org/10.3390/w13243643openalex-snapshot
Multiagent System and Rainfall-Runoff Model in Hydrological Problems: A Systematic Literature Review
inferred← citeshttps://doi.org/10.3390/w14213518openalex-snapshot
Evaluation of Debris-Flow Vibration Signals Recorded at the Aiyuzi Stream in Shenmu Taiwan Using Machine Learning Methods
inferred← citeshttps://doi.org/10.36341/racic.v7i2.3001openalex-snapshot
MANAJEMEN PENGETAHUAN UNTUK RISIKO BENCANA TSUNAMI –LITERATURE REVIEW
inferred← citeshttps://doi.org/10.4018/979-8-3373-3501-8.ch006openalex-snapshot
Big Data and Cloud Computing for Climate-Oriented Remote Sensing
inferred← citeshttps://doi.org/10.4018/979-8-3373-3643-5.ch001openalex-snapshot
The Role of Artificial Intelligence in Disaster Management and Aid Distribution
inferred← citeshttps://doi.org/10.4018/979-8-3693-1762-4.ch012openalex-snapshot
Ethics and Artificial Intelligence
inferred← citeshttps://doi.org/10.4018/979-8-3693-2337-3.ch010openalex-snapshot
Innovative System Using Artificial Intelligence and Robotics for Fire Disaster Management
inferred← citeshttps://doi.org/10.4018/979-8-3693-3896-4.ch001openalex-snapshot
AI and IoT Integration for Natural Disaster Management
inferred← citeshttps://doi.org/10.4018/979-8-3693-3896-4.ch002openalex-snapshot
Demystifying the Applications of Artificial Intelligence in Disaster Management
inferred← citeshttps://doi.org/10.4018/979-8-3693-3896-4.ch009openalex-snapshot
Strategic Deployment of AI and Drones Enhancing Disaster Management in Natural Disasters
inferred← citeshttps://doi.org/10.4018/979-8-3693-4284-8.ch012openalex-snapshot
Strengthening Resilience
inferred← citeshttps://doi.org/10.4018/979-8-3693-6230-3.ch002openalex-snapshot
Transitioning From Legacy Systems to AI
inferred← citeshttps://doi.org/10.4102/jamba.v17i1.1776openalex-snapshot
Leveraging artificial intelligence in disaster management: A comprehensive bibliometric review
inferred← citeshttps://doi.org/10.4103/ijhs_20230411_67openalex-snapshot
4 Artificial Intelligence in Confronting Crises and Disasters
inferred← citeshttps://doi.org/10.54452/jrb.1025382openalex-snapshot
GÖRÜNTÜ İŞLEME ENTEGRE AFET YÖNETİMİNDE YAPAY ZEKA YÖNTEMİ OLARAK KULLANILABİLİR Mİ?
inferred← citeshttps://doi.org/10.55951/nurture.v17i3.313openalex-snapshot
The impact of sets education on disaster education on student mitigation skills and resilience
inferred← citeshttps://doi.org/10.56947/amcs.v21.277openalex-snapshot
Machine learning methods in civil engineering: a systematic review
inferred← citeshttps://doi.org/10.5772/intechopen.1014952openalex-snapshot
Toward Generative AI Applications in Disaster Management: A Critical Review and Conceptual Framework
inferred← citeshttps://doi.org/10.64268/decision.v1i1.2openalex-snapshot
Intelligent decision support system for post‑disaster damage assessment: Integrating modified‑topsis and neural networks for enhanced decision‑making performance
inferred← citeshttps://doi.org/10.7232/jkiie.2022.48.6.626openalex-snapshot
Applications of Artificial Intelligence and Future Research Directions for Radiation Emergency Response
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.