Forecasting sea level maxima using machine learning with explainability and extreme value analysis
author
Rajabi-Kiasari, Saeed
Delpeche-Ellmann, Nicole Camille
Ellmann, Artu
Soomere, Tarmo
statement of authorship
Saeed Rajabi-Kiasari, Nicole Delpeche-Ellmann, Artu Ellmann, Tarmo Soomere
source
International journal of applied earth observation and geoinformation
publisher
Elsevier
journal volume number month
vol. 146
year of publication
2026
pages
art. 105064
url
https://doi.org/10.1016/j.jag.2025.105064
subject term
merevesi
veetase
tehisõpe
mereuuringud
prognoosid
subject of location
Läänemeri
keyword
extreme sea-level prediction
sea level forecasting
Baltic Sea
extreme value analysis
machine learning (ML)
explainable machine learning
ISSN
1872-826X
1569-8432
Open Access
Open Access
scientific publication
teaduspublikatsioon
classifier
1.1
TalTech department
ehituse ja arhitektuuri instituut
küberneetika instituut
Department of Civil Engineering and Architecture
Department of Cybernetics
language
English
Inglise