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Towards a global assessment of coastal dissolved organic carbon

delete2026-04-08
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PRE
AI
K
K. Toming *
G
G. Kulk
R
R. Quast
R
R. Shevchuk
T
T. Kutser
DOI：10.1016/j.rse.2026.115388delete
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Abstract

Abstract

En 中文
• A Dissolved Organic Carbon (DOC) algorithm for global coastal ocean was developed. • Optical (ESA OC-CCI) and environmental variables were integrated to estimate DOC. • In situ DOC data from CoastDOM v1 were used for model training and validation. • MLR, RF, and XGBoost were tested to estimate coastal DOC concentrations. • The study advances global carbon assessment in coastal waters.
Keywords:
Dissolved Organic Carbon
Coastal Ocean
Optical Data
Machine Learning
Carbon Assessment

Journal

Remote Sensing of Environment cover
Remote Sensing of Environment
IF:
11.4
Papers:
1.1W
Citations:
9.4W

Organization

P
plymouth marine laboratory
Scholars:
22
Papers: 16
Citations: 0
B
brockmann consult gmbh
Scholars:
19
Papers: 6
Citations: 1
U
University of Tartu
Scholars:
1.1W
Papers: 7.5K
Citations: 1.5W
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