Spatiotemporal prediction of chlorophyll-a in semi-enclosed gulfs using a hybrid graph neural network-transformer framework with satellite data and causal analysis

P Pouya Zarbipour H Hassan Akbari M Mohammad Reza Nikoo A Atefe Kazemi Choolanak

Article Details

Volume / Issue Vol. 16, Issue 1
Published March 18, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (4)

P

Pouya Zarbipour

H

Hassan Akbari

M

Mohammad Reza Nikoo

A

Atefe Kazemi Choolanak