{"id":"W4408431473","doi":"10.5194/egusphere-egu25-13262","title":"Using Machine Learning Algorithms for Spatial Prediction of Soil Organic Carbon Based on Environmental Variables and Soil Physicochemical Parameters in the Mediterranean Region","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mediterranean climate; Soil carbon; Environmental science; Soil science; Carbon fibers; Algorithm; Computer science; Soil water; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":{"n_in":0,"stratum":"aff_core","weight":5595.2375,"opus":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Machine learning spatial prediction of soil organic carbon in a Moroccan catchment; the object is soil carbon mapping."},"gpt":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"The work predicts soil organic carbon using machine learning, not research practice."},"grok":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"ML prediction of soil organic carbon; environmental domain application, not metaresearch."}}}