Nutrient estimation in the Peruvian upwelling system based on a neural network approach

Nutrient estimation in the Peruvian upwelling system based on a neural network approach

This study presents a regionally trained version of the “CArbonate system and Nutrients concentration from hYdrological properties and Oxygen using a Neural network” (CANYON) method, named CANYON-PU, for estimating primary macronutrients (phosphates, silicates, and nitrates) in the Peruvian Upwellin...

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Bibliographic Details
Main Authors: Cristhian Asto, Anthony Bosse, Alice Pietri, Raphaëlle Sauzède, Michelle Graco, Dimitri Gutiérrez, François Colas
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Marine Science
Subjects:
Peruvian upwelling system
nutrients
neural network
El Niño
gliders
profiling float
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2025.1558747/full
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