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This is a Quantitative Study study.

Organization and calculation of the number of water tenders for water delivery to a fire scene in rural and urban settlements

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The analysis reveals effective water transport strategies for fire extinguishing, suggesting improved tactical responses by fire departments.

The proposed express method reduces the time needed for effective water transportation to fire scenes, enhancing fire response.
Mathematical calculations of water delivery parameters for fire scenes take into account various tactical features of fire engines.
The developed recommendations offer practical guidance for incident commanders organizing water supply for fire extinguishing efficiently.
Using a nomogram simplifies the process of determining water delivery parameters, ensuring timely water supply in emergencies.

Tarasov et al. (2025) studied this question.

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The analysis reveals effective water transport strategies for fire extinguishing, suggesting improved tactical responses by fire departments.