Examinando por Materia "Sesgo"
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Ítem Análisis de susceptibilidad geológica con menor sesgo : comparación de metodologías de análisis para la gestión del riesgo geológico(Universidad EAFIT, 2024) Álvarez Uribe, Alejandro; N/ACurrently, many analyses aiming at understanding the various phenomena associated with risk management in geology are based on heuristic approaches. The degree and quality of these analyses depend significantly on the expert's knowledge and experience about the geomorphological processes present in the study areas. Due to the ambiguity of this method, it is susceptible to subjective interpretations. This paper analyzes other methodologies used for susceptibility analysis. Among the alternatives are heuristic, statistical, deterministic methodologies, and methods based on training and simulation (AI), identifying which of these provides a more solid foundation for decision-making in geological risk management, while addressing the challenges associated with implementing these methods and their impact on the effectiveness of the analyses.