TY  JOUR
TI  SCIENTIFIC AND METHODOLOGICAL FRAMEWORK FOR SHORT-TERM ML-BASED FORECASTING OF NATURAL DISASTER DAMAGE AND ESTIMATION OF PERSONNEL AND TECHNICAL RESOURCE REQUIREMENTS
KW  short-term forecasting
KW  disaster damage
KW  response personnel and equipment
KW  machine learning
KW  SHAP analysis
KW  socio-demographic factors
KW  resource planning
JO  Problems of risk management in the technosphere
AU  Posternak, E.V.
AU  Rybakov, A.V.
PY  2026
IS  2025
PB  Saint-Petersburg University of State Fire Service of Emercom of Russia