Full Text Available
Note: Clicking the button above will open the full text document at the original institutional repository in a new window.
A systematic review on Integrating Artificial Intelligence (AI) into disaster risk management
Thesis (MA)--Stellenbosch University, 2025.
Saved in:
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Thesis |
| Language: | en_ZA |
| Published: |
Stellenbosch : Stellenbosch University
2025
|
| Subjects: | |
| Tags: |
No Tags, Be the first to tag this record!
|
| _version_ | 1867613931624726529 |
|---|---|
| access_status_str | Open Access |
| author | Adonis, Lee-Ann Samatha |
| author2 | Pharoah, Robyn |
| author_browse | Adonis, Lee-Ann Samatha Pharoah, Robyn |
| author_facet | Pharoah, Robyn Adonis, Lee-Ann Samatha |
| author_sort | Adonis, Lee-Ann Samatha |
| collection | Thesis |
| dc_rights_str_mv | Stellenbosch University |
| description | Thesis (MA)--Stellenbosch University, 2025. |
| format | Thesis |
| id | oai:scholar.sun.ac.za:10019.1/132031 |
| institution | Stellenbosch University (South Africa) |
| language | en_ZA |
| last_indexed | 2026-06-10T12:43:59.464Z |
| license_str | Other — see source repository |
| provenance_str_mv | Harvested via OAI-PMH from SUNScholar — Stellenbosch University Repository |
| publishDate | 2025 |
| publishDateRange | 2025 |
| publishDateSort | 2025 |
| publisher | Stellenbosch : Stellenbosch University |
| publisherStr | Stellenbosch : Stellenbosch University |
| record_format | dspace |
| source_str | SUNScholar — Stellenbosch University Repository |
| spelling | oai:scholar.sun.ac.za:10019.1/132031 A systematic review on Integrating Artificial Intelligence (AI) into disaster risk management Adonis, Lee-Ann Samatha Pharoah, Robyn Stellenbosch University. Faculty of Arts and Social Sciences. Dept. of Geography and Environmental Studies. Artificial intelligence Disaster relief -- Data processing Emergency management -- Technological innovations Risk management -- Automation Ballistic missile early warning system Machine learning Emergency management -- Geographic information systems Hazard mitigation -- Technological innovations UCTD Thesis (MA)--Stellenbosch University, 2025. Adonis, L. S. 2025. A Systematic Review on Integrating Artificial Intelligence (AI) into Disaster Risk Management. Unpublished masters thesis. Stellenbosch: Stellenbosch Univeristy [online]. Available: https://scholar.sun.ac.za/handle/10019.1/132031 ENGLISH ABSTRACT: This thesis systematically reviews the integration of Artificial Intelligence (AI) in Disaster Risk Management (DRM), highlighting its transformative potential in developing and developed nations. The study evaluates AI's impact on disaster preparedness, response, and recovery across various regions, particularly focusing on underrepresented areas such as South Asia, Southeast Asia, Latin America, the Caribbean, East Africa, South Africa, and Ghana. The analysis synthesizes applications of AI, including predictive modeling, natural language processing (NLP), and resource optimization. An in-depth examination of AI-driven collaborations reveals shared challenges and initiatives across these regions, emphasizing collective efforts in AI-powered risk mitigation. This research places AI-enabled risk assessment within the disaster management cycle—especially in the mitigation/prevention phase—and shows how predictive and scenario-based modeling can enhance preparedness efforts. It builds a foundation for proactive risk reduction strategies. This thesis identifies best practices, challenges, and ethical considerations and contributes to a deeper understanding of AI's potential to enhance resilience and disaster preparedness in resource-constrained contexts, offering valuable insights for policymakers, practitioners, and researchers seeking to leverage AI in DRM. AFRIKAANSE OPSOMMING: Geen Afrikaanse opsomming beskikbaar nie. Masters 2025-05-20T09:58:38Z 2025-05-20T09:58:38Z 2025-03 Thesis https://scholar.sun.ac.za/handle/10019.1/132031 en_ZA Stellenbosch University 92 pages : illustrations application/pdf Stellenbosch : Stellenbosch University |
| spellingShingle | Artificial intelligence Disaster relief -- Data processing Emergency management -- Technological innovations Risk management -- Automation Ballistic missile early warning system Machine learning Emergency management -- Geographic information systems Hazard mitigation -- Technological innovations UCTD Adonis, Lee-Ann Samatha A systematic review on Integrating Artificial Intelligence (AI) into disaster risk management |
| title | A systematic review on Integrating Artificial Intelligence (AI) into disaster risk management |
| title_full | A systematic review on Integrating Artificial Intelligence (AI) into disaster risk management |
| title_fullStr | A systematic review on Integrating Artificial Intelligence (AI) into disaster risk management |
| title_full_unstemmed | A systematic review on Integrating Artificial Intelligence (AI) into disaster risk management |
| title_short | A systematic review on Integrating Artificial Intelligence (AI) into disaster risk management |
| title_sort | systematic review on integrating artificial intelligence ai into disaster risk management |
| topic | Artificial intelligence Disaster relief -- Data processing Emergency management -- Technological innovations Risk management -- Automation Ballistic missile early warning system Machine learning Emergency management -- Geographic information systems Hazard mitigation -- Technological innovations UCTD |
| url | https://scholar.sun.ac.za/handle/10019.1/132031 |
| work_keys_str_mv | AT adonisleeannsamatha asystematicreviewonintegratingartificialintelligenceaiintodisasterriskmanagement AT adonisleeannsamatha systematicreviewonintegratingartificialintelligenceaiintodisasterriskmanagement |