Circulation Pattern Controls of Summer Temperature Anomalies in Southern Africa

Advances in Atmospheric Sciences, Год журнала: 2023, Номер 41(2), С. 341 - 354

Опубликована: Дек. 6, 2023

Язык: Английский

A novel applied climate classification method for assessing atmospheric influence on anomalous coastal water levels

International Journal of Climatology, Год журнала: 2024, Номер 44(7), С. 2484 - 2504

Опубликована: Апрель 25, 2024

Abstract Climate classification is a commonly used tool to simplify, visualize and make sense of an otherwise unwieldy amount climate data in applied science research. Typically, these classifications have stemmed from one two perspectives, either circulation‐to‐environment (C2E) approach, or environment‐to‐circulation approach (E2C), each with advantages drawbacks. This research discusses novel environment‐to‐circulation‐to‐environment (ECE) perspective classification, develops specific ECE methodology that utilizes canonical correlation discriminant analysis—the CANDECE method. The benefits the generally, specifically, are demonstrated applying aid modelling anomalous water levels (AWLs) along portions East West coasts United States. Results show method performs better than traditional methods ( k ‐means self‐organizing maps [SOMs]) at relating AWLs their broad‐scale atmospheric setups, especially regard both high low extreme AWLs. It further that, compared coast, particularly advantageous southeastern US where primary modes variability (which drive produced by SOMs ‐means) do not align relevant circulation‐based factors driving AWL variability. While were utilized for demonstrating proof‐of‐concept herein, designed be useful any application.

Язык: Английский

Analysis of coastal altimetry in the Mexican Caribbean

Advances in Space Research, Год журнала: 2022, Номер 71(1), С. 964 - 974

Опубликована: Сен. 2, 2022

Язык: Английский