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A K-Nearest Neighbors Algorithm in Python for Visualizing the 3D Stratigraphic Architecture of the Llobregat River Delta in NE Spain
ArticleAbstract: The k-nearest neighbors (KNN) algorithm is a non-parametric supervised machine learning classifier;Palabras claves:3D stratigraphic architecture, granulometry, KNN algorithm, Llobregat river delta, python librariesAutores:Bullejos M., Cabezas D., Francisco Javier Alcalá, Martín-Martín M.Fuentes:scopusA feasible methodology for groundwater resource modelling for sustainable use in sparse-data drylands: Application to the Amtoudi Oasis in the northern Sahara
ArticleAbstract: In a previous paper, the Amtoudi Oasis, a remote area in the northern Sahara in southern Morocco, waPalabras claves:Net groundwater balance, Northern Sahara, Oases, Renewable water resource, Stationary evaluation, Sustainable groundwater useAutores:Francisco Javier Alcalá, Guerrera F., Martín-Martín M., Robles-Marín P., Valderrama J.M.Fuentes:scopusA hydrological-economic model for sustainable groundwater use in sparse-data drylands: Application to the Amtoudi Oasis in southern Morocco, northern Sahara
ArticleAbstract: A hydrological-economic model is introduced to describe the dynamics of groundwater-dependent economPalabras claves:ECONOMICS, Groundwater degradation, OASIS, Southern Morocco, Sustainability, TOURISMAutores:Asebriy L., De León J.T., Francisco Javier Alcalá, Guerrera F., Martín-Martín M., Raffaelli G., Robles-Marín P., Valderrama J.M.Fuentes:scopusConfidence of a k-Nearest Neighbors Python Algorithm for the 3D Visualization of Sedimentary Porous Media
ArticleAbstract: In a previous paper, the authors implemented a machine learning k-nearest neighbors (KNN) algorithmPalabras claves:3D stratigraphic architecture, confidence degree, Data classification, KNN algorithm, Llobregat river delta, python librariesAutores:Bullejos M., Cabezas D., Francisco Javier Alcalá, Martín-Martín M.Fuentes:scopusMineralogical changes through the Paleocene/Eocene transition in the Malaguide Domain (Internal Betic Zone, SE Spain)
ArticleAbstract: The Paleocene/Eocene transition in the Malaguide Domain, upper and unmetamorphosed nappe of the IntePalabras claves:Climate, Eustasy, Geodynamic evolution, Malaguide, PaleogeneAutores:Francisco Javier Alcalá, Martín-Algarra A., Martín-Martín M.Fuentes:scopusUsing python libraries and k-Nearest neighbors algorithms to delineate syn-sedimentary faults in sedimentary porous media
ArticleAbstract: This paper introduces a methodology based on Python libraries and machine learning k-Nearest NeighboPalabras claves:3D stratigraphic architecture, KNN algorithm, Llobregat river delta, NE Spain, python libraries, Syn-sedimentary faultsAutores:Bullejos M., Cabezas D., Francisco Javier Alcalá, Martín-Martín M.Fuentes:scopus