Cargando…

Forecasting the progression of human civilization on the Kardashev Scale through 2060 with a machine learning approach

Energy has been propelling the development of human civilization for millennia. Humanity presently stands at Type 0.7276 on the Kardashev Scale, which was proposed to quantify the relationship between energy consumption and the development of civilizations. However, current predictions of human civi...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhang, Antong, Yang, Jiani, Luo, Yangcheng, Fan, Siteng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10338519/
https://www.ncbi.nlm.nih.gov/pubmed/37438428
http://dx.doi.org/10.1038/s41598-023-38351-y