Delineation of high resolution climate regions over the Korean Peninsula using machine learning approaches

In this research, climate classification maps over the Korean Peninsula at 1 km resolution were generated using the satellite-based climatic variables of monthly temperature and precipitation based on machine learning approaches. Random forest (RF), artificial neural networks (ANN), k-nearest neighb...

Descripción completa

Detalles Bibliográficos
Autores principales: Park, Sumin, Park, Haemi, Im, Jungho, Yoo, Cheolhee, Rhee, Jinyoung, Lee, Byungdoo, Kwon, ChunGeun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6786637/
https://www.ncbi.nlm.nih.gov/pubmed/31600268
http://dx.doi.org/10.1371/journal.pone.0223362

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6786637/
https://www.ncbi.nlm.nih.gov/pubmed/31600268
http://dx.doi.org/10.1371/journal.pone.0223362

Ejemplares similares