Conference proceedings

Displaying 1 - 2 of 2 in Environmental data analysis and modelling (remove filter), temperature (remove filter)

CEST Proceedings are published under the ISSN 2944-9820.

Nonlinear Autoregressive Neural Networks for Air Temperature forecasting

Philippopoulos K., (Corresponding) Tzanis C., Deligiorgi D., Alimissis A.

Topic:

Environmental data analysis and modelling

In the field of climatic conditions forecasting, the linear classical time series models are inadequate for modelling and predicting accurately the air temperature variability. This work presents the novel application of nonlinear autoregressive neural networks (NAR) in air temperature forecasting...Read more

Keywords:

Air temperature, Machine Learning, Artificial Neural Networks, Dynamic Neural Networks, Forecasting

DOI:

https://doi.org/10.30955/gnc2021.00485

Conference:

CEST2021

Paper ID:

cest2021_00485

Climatology of the impact of atmospheric circulation on surface meteorological conditions over Greece

(Corresponding) Philippopoulos K., Tzanis C., Deligiorgi D., Alimissis A.

Topic:

Environmental data analysis and modelling

Large-scale atmospheric circulation is a critical factor that controls the surface climatic conditions of a specific region. The scope of this work is to examine this relationship for different climatic regions over Greece and provide a detailed descriptive statistical analysis for multiple...Read more

Keywords:

Atmospheric circulation, climate, temperature, precipitation

DOI:

https://doi.org/10.30955/gnc2021.00486

Conference:

CEST2021

Paper ID:

cest2021_00486