AGU Fall Meeting 2021 | 16 December 2021
The Influence of the Trend, Basin Interactions and Ocean Dynamics on Tropical Ocean Prediction
Michael A Alexander + Shin
The trend, connections between tropical ocean basins and dynamical processes on sea surface temperature (SST) and sea surface height (SSH) forecast skill is investigated using...
AGU Fall Meeting 2021 | 13 December 2021
Prediction of Surface Air Temperature Over Regions of Japan Using Artificial Neural Networks
Venkata Ratnam Jayanthi + Nonaka + Swadhin K Behera
The surface air temperature anomalies over various regions of Japan are predicted using the well-known technique of artificial neural networks (ANN) for the winter seasons...
AGU Fall Meeting 2021 | 13 December 2021
Convolutional Neural Network-based Statistical Post-processing of Ensemble Precipitation Forecasts
Li + Duan
Raw forecasts from numerical weather prediction models suffer from systematic bias and cannot be directly used in applications such as hydrological forecasting. Statistical...
AGU Fall Meeting 2021 | 13 December 2021
Euro-Atlantic Summer Atmospheric Teleconnections with Self-Organising Maps: Predictability and the Role of SST in MPI-ESM-MR
Julianna Carvalho Oliveira + Eduardo Zorita + Johanna Baehr ...
We investigate the seasonal predictability of European summer climate by focusing the analysis on the impact of two dominant atmospheric teleconnections associated with the...
AGU Fall Meeting 2021 | 13 December 2021
Predictive Models of Ionospheric Convection Patterns During Substorms Related to STEVE
Mirkovich + Valerie Claire Svaldi
The mysterious subauroral phenomenon STEVE (Strong Thermal Emission Velocity Enhancement) was discovered in 2016 by citizen observers, yet its physical mechanism isn’t completely...