What question did this study set out to answer?

The research aims to develop a geoinformation engineering model for assessing risks in territorial planning under natural hazards.

Principles of creating an effective territorial planning model in complex engineering-geological conditions

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Demonstrates a modern model for assessing risks in municipalities, indicating improved safety planning for vulnerable areas.

The research aims to develop a geoinformation engineering model for assessing risks in territorial planning under natural hazards.
Utilized modern algorithms for information processing
Applied machine learning and artificial intelligence methods
Created a geoinformation model for planning restrictions
Conducted probabilistic risk assessments for geological processes
The model predicts hazardous processes with high accuracy
Facilitates effective foundation design in hazardous areas
Addresses simultaneous influences of multiple hazard factors

Мarinichev et al. (2026) studied this question.

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