%0 Journal Article
%T SCIENTIFIC AND METHODOLOGICAL FRAMEWORK FOR SHORT-TERM ML-BASED FORECASTING OF NATURAL DISASTER DAMAGE AND ESTIMATION OF PERSONNEL AND TECHNICAL RESOURCE REQUIREMENTS
%A Posternak, E.V.
%A Rybakov, A.V.
%K short-term forecasting, disaster damage, response personnel and equipment, machine learning, SHAP analysis, socio-demographic factors, resource planning
%J Problems of risk management in the technosphere
%D 2026
%N 2025
%P 14
%I Saint-Petersburg University of State Fire Service of Emercom of Russia