Evidence map›Paper›PMID 42835997›Full record

ArticleJamba (Potchefstroom, South Africa)2026

Disaster risk reduction strategies for cold lahar-induced flash floods at Mount Marapi, Indonesia.

Mardayeli Danhas, Nurhasan Syah, Ernawati Ernawati, Eri Barlian, Iswandi Umar, Ithvi Marhamah

Abstract read
In one paragraph

Article in Jamba (Potchefstroom, South Africa), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Mardayeli DanhasDepartment of Environmental Science, State University of Padang, Padang, Indonesia.ORCID https://orcid.org/0009-0008-4706-2483
Nurhasan SyahDepartment of Environmental Science, State University of Padang, Padang, Indonesia.ORCID https://orcid.org/0009-0000-8671-4634
Ernawati ErnawatiDepartment of Geography, Faculty of Social Science, State University of Padang, Padang, Indonesia.ORCID https://orcid.org/0000-0002-1740-6635
Eri BarlianDepartment of Environmental Science, State University of Padang, Padang, Indonesia.ORCID https://orcid.org/0000-0002-3166-1288
Iswandi UmarDepartment of Environmental Science, State University of Padang, Padang, Indonesia.ORCID https://orcid.org/0009-0003-3220-6337
Ithvi MarhamahDepartment of Environmental Science, State University of Padang, Padang, Indonesia.ORCID https://orcid.org/0009-0008-0770-9334

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cold lahar-induced flash floods represent a recurrent and complex disaster in volcanic regions, particularly in Indonesia, where interactions between volcanic activity, extreme rainfall and watershed characteristics intensified disaster risk. Despite repeated events, disaster risk reduction at the local level has remained fragmented and weakly informed by spatial risk evidence. This study aimed to analyse the impacts of the 11 May 2024 cold lahar flash flood in Agam Regency, assess spatial disaster risk potential and develop disaster risk reduction strategies to support local disaster risk governance. This study applied a mixed-methods approach, combining spatial analysis using Geographic Information Systems with multi-criteria decision-making techniques. Disaster impacts were assessed at the nagari level based on human, economic and physical indicators. Spatial risk analysis integrated flash flood hazard maps, volcanic hazard zones and land-use patterns. Interpretive Structural Modelling (ISM) was used to identify and structure disaster risk reduction strategies. The results showed that disaster impacts were highly localised along river corridors originating from both Mount Marapi and Mount Singgalang, indicating a multi-source hazard system. Spatial risk distribution was strongly influenced by land-use patterns and watershed configuration. Disaster-mitigation-based land-use control, relocation of communities in high-risk areas and the development of alternative livelihoods emerged as the main driving strategies. Contribution: The findings highlighted the importance of integrating spatial risk assessment with local planning and socio-economic interventions to reduce disaster risk. This study contributes practical insights for strengthening locally grounded and community-oriented disaster risk governance in volcanic regions of developing countries.

Indexed as

cold lahardisaster risk reductionInterpretive Structural Modellingmulti-hazardspatial risk assessment

Identifiers

PMID42835997
PMCPMC13636420

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.