RT Conference Proceedings T1 Indicadores de degradación del suelo en el parque forestal “Monte Gibralfaro” (Málaga, España). A1 Sillero-Medina, José Antonio A1 Menjíbar-Romero, Mario A1 González Pérez, Javier A1 Ruiz-Sinoga, José Damián K1 Suelos - Conservación K1 Cambio medioambiental global K1 Ecosistemas - Gestión AB Soil conservation in natural areas within urban environments is essential for promoting environmental sustainability. These zones act as vital green lungs, providing key ecosystem services. Effective soil management in urban areas enhances air quality, human well-being, and resilience to extreme climatic events, fostering a sustainable balance between urban growth and environmental conservation. In the context of climate change, particularly in Mediterranean regions, soil degradation poses a significant threat. Therefore, implementing sustainable strategies for assessing, conserving, restoring, and rewilding these spaces is crucial to promoting more resilient land management. This study focuses on an urban forest area in the city of Málaga (Spain)—Monte Gibralfaro—characterized by low biodiversity and a lack of territorial connectivity with the natural matrix, which increases its susceptibility to climate change effects. The research aims to conduct a detailed assessment of soil degradation in this site. Specifically, the study seeks to: (i) Determine soil erosion rates using the RUSLE model; (ii) Estimate organic carbon sequestration (SOC stock); and (iii) Evaluate soil quality through the relationship between organic carbon and clay content (SOC:Clay Ratio). To achieve these objectives, a total of 23 soil samples were collected, evenly distributed across the forest park, and analyzed in the laboratory to assess their main physical, chemical, and hydrological properties. Subsequently, the established indicators were calculated and mapped using innovative machine learning techniques, such as the Random Forest algorithm. YR 2025 FD 2025 LK https://hdl.handle.net/10630/40370 UL https://hdl.handle.net/10630/40370 LA spa DS RIUMA. Repositorio Institucional de la Universidad de Málaga RD 19 ene 2026