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Advanced Machine Learning Models for Estimating the Distribution of Sea-Surface Particulate Organic Carbon (POC) Concentrations Using Satellite Remote Sensing Data: The Mediterranean as an Example

Accurate estimation of the distribution of POC in the sea surface is an important issue in understanding the carbon cycle at the basin scale in the ocean. This study explores the best machine learning approach to determine the distribution of POC in the ocean surface layer based on data obtained usi...

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Principais autores: Chao Li, Huisheng Wu, Chaojun Yang, Long Cui, Ziyue Ma, Lejie Wang
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-08-01
Serier:Sensors
Fag:
particulate organic carbon
Mediterranean
machine learning
tuneRanger R package
geographic detector
Online adgang:https://www.mdpi.com/1424-8220/24/17/5669
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