Attribution of subseasonal cold‐spell forecasts to remote drivers using nudging experiments
Nudging experiments with the European Centre for Medium‐Range Weather Forecasts (ECMWF) model show that Northern European cold spells can arise from different drivers. Some events are predominantly influenced by stratospheric dynamics, while others also involve important tropospheric processes.
Irene Erner +3 more
wiley +1 more source
Error in ERA5 2‐m temperature identified using GraphCast
We identify a recurrent error in ERA5 2‐m temperature over the Ethiopian Highlands that occurs predominantly at 0600 UTC on ≈7%$$ \approx 7\% $$ of dates. The artefact is caused by the 2D optimal‐interpolation scheme assimilating temporally displaced surface reports (e.g., 0900 UTC) into the 0600 UTC analysis.
Hannah M. Christensen +5 more
wiley +1 more source
Expectation-maximization analysis of spatial time series [PDF]
Expectation maximization (EM) is used to estimate the parameters of a Gaussian Mixture Model for spatial time series data. The method is presented as an alternative and complement to Empirical Orthogonal Function (EOF) analysis.
K. W. Smith, A. L. Aretxabaleta
doaj
Mass variations in terrestrial water storage (TWS) obtained from eight years of satellite data from the Gravity Recovery and Climate Experiment (GRACE) are used to describe low frequency TWS through Empirical Orthogonal Function (EOF) analysis.
Kaixuan Kang +3 more
doaj +1 more source
Decadal‐scale drivers of South Pacific hydroclimate variability
Using prescribed SST perturbations in the IGCM4 model, we investigate the mechanisms by which three major modes of low‐frequency climate variability—the IPO, AMV, and Southern Ocean SST‐driven midlatitude jet shifts—modulate the South Pacific hydroclimate.
Daniel T. Skinner +8 more
wiley +1 more source
KARAKTERISTIK OUTGOING LONGWAVE RADIATION (OLR) BERDASARKAN EMPIRICAL ORTHOGONAL FUNCTION (EOF) DAN KAITANNYA DENGAN CURAH HUJAN DI WILAYAH INDONESIA [CHARACTERISTICS OF OUTGOING LONGWAVE RADIATION (OLR) BASED ON EMPIRICAL ORTHOGONAL FUNCTION (EOF) AND TH [PDF]
Metode Empirical Orthogonal Function (EOF) telah banyak digunakan pada berbagai penelitian untuk berbagai disiplin ilmu, dan salah satu aplikasinya untuk penelitian atmosfer.
Sofiati, Iis
core
Evaluation of ERA5 Reanalysis Precipitation Over the Democratic People's Republic of Korea
This study comprehensively validates ERA5 reanalysis precipitation against 39 ground‐based stations in the DPRK over 40 years (1981–2020). Key findings reveal: (1) ERA5 shows moderate annual skill (CC = 0.77) with systematic intensity‐dependent biases—overestimating light winter precipitation (false alarms) and smoothing extreme summer monsoon events; (
Ju‐Song Kim +5 more
wiley +1 more source
An Ionosphere Specification Technique Based on Data Ingestion Algorithm and Empirical Orthogonal Function Analysis Method [PDF]
A data ingestion method in reproducing ionospheric electron density and total electron content (TEC) was developed to incorporate TEC products from the Madrigal Database into the NeQuick 2 model.
Ridley, Aaron +13 more
core +1 more source
Abstract Marine heatwaves (MHWs) in the Gulf of Mexico (GoM) have become more frequent and intense, yet the mechanisms governing basin‐scale events remain incompletely understood. EOF–k‐means clustering of event‐mean sea surface temperature anomalies (SSTA) during 1982–2024 identifies four recurrent, seasonally dependent spatial regimes: two stronger ...
Tianyi Lu, Jiabi Du
wiley +1 more source
Abstract The interannual variability of the Southern Hemisphere polar vortex plays a key role in ozone depletion and recovery but this variability and its teleconnection patterns are less understood than in the Northern Hemisphere. Using ERA5 reanalysis data from 1980 to 2022 (43 years), we studied the variability of the Southern Hemisphere vortex by ...
Wandi Yu +6 more
wiley +1 more source

