Simulation-based inference advances water quality mapping in shallow coral reef environments

Simulation-based inference advances water quality mapping in shallow coral reef environments

Human activities are altering coral reef ecosystems worldwide. Optical remote sensing via satellites and drones can offer novel insights into where and how coral reefs are changing. However, interpretation of the observed optical signal (remote-sensing reflectance) is an ill-posed inverse problem, a...

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Main Authors: Pirta Palola, Varunan Theenathayalan, Cornelius Schröder, Victor Martinez-Vicente, Antoine Collin, Rosalie Wright, Melissa Ward, Eleanor Thomson, Patricia Lopez-Garcia, Eric J. Hochberg, Yadvinder Malhi, Lisa M. Wedding
Format: Article
Language:English
Published: The Royal Society 2025-05-01
Series:Royal Society Open Science
Subjects:
neural network
Bayes
remote sensing
statistical inference
coral reef
machine learning
Online Access:https://royalsocietypublishing.org/doi/10.1098/rsos.241471
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https://royalsocietypublishing.org/doi/10.1098/rsos.241471

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