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Advanced machine learning model for better prediction accuracy of soil temperature at different depths

Soil temperature has a vital importance in biological, physical and chemical processes of terrestrial ecosystem and its modeling at different depths is very important for land-atmosphere interactions. The study compares four machine learning techniques, extreme learning machine (ELM), artificial neu...

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Detalles Bibliográficos
Autores principales: Alizamir, Meysam, Kisi, Ozgur, Ahmed, Ali Najah, Mert, Cihan, Fai, Chow Ming, Kim, Sungwon, Kim, Nam Won, El-Shafie, Ahmed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7156082/
https://www.ncbi.nlm.nih.gov/pubmed/32287272
http://dx.doi.org/10.1371/journal.pone.0231055