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<CreaDate>20260226</CreaDate>
<CreaTime>15332500</CreaTime>
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<resTitle>SERV_Prospectividad Minera con IA</resTitle>
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<idPurp>La capa “Mapas de Prospección Minera por Inteligencia Artificial” contiene mapas en formato raster que representan la prospectividad minera en diferentes sectores del territorio peruano. Cada mapa raster corresponde a un área específica (por ejemplo, regiones o franjas geográficas) y forma parte de un conjunto progresivo de mapas generados mediante modelos de inteligencia artificial.
Cada mapa incluye atributos asociados, tales como referencia bibliográfica, identificación del proyecto, área de cobertura y otra información descriptiva relevante, y puede ser activado o desactivado individualmente, así como visualizado mediante control de transparencia dentro de la plataforma GEOCATMIN
Los mapas de prospección minera fueron generados a partir de la integración de información geológica, geoquímica, geofísica y estructural, empleando técnicas de inteligencia artificial y modelamiento espacial orientadas a la estimación de la prospectividad minera.
La capa está diseñada para incorporar nuevos mapas raster de manera progresiva, conforme se avanza en la elaboración de estudios adicionales, hasta completar la cobertura del territorio peruano. Cada nuevo mapa se integrará como un elemento independiente dentro de la misma capa temática.
Modelamiento predictivo mediante IA: se aplicaron múltiples algoritmos: • Random Forest (RF) • Perceptrón Multicapa (MLP) • Máquinas de soporte vectorial (SVM) • Redes neuronales convolucionales (CNN 1D) </idPurp>
<idCredit/>
<searchKeys>
<keyword>Prospectividad minera</keyword>
<keyword>inteligencia artificial</keyword>
<keyword>metalogenia</keyword>
<keyword>mapa raster</keyword>
<keyword>exploración minera</keyword>
<keyword>litio</keyword>
<keyword>ancash</keyword>
<keyword>la libertad</keyword>
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