A differentiable, physics-informed ecosystem modeling and learning framework for large-scale inverse problems: demonstration with photosynthesis simulations

<p>Photosynthesis plays an important role in carbon, nitrogen, and water cycles. Ecosystem models for photosynthesis are characterized by many parameters that are obtained from limited in situ measurements and applied to the same plant types. Previous site-by-site calibration approaches could...

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Bibliographic Details
Main Authors: D. Aboelyazeed, C. Xu, F. M. Hoffman, J. Liu, A. W. Jones, C. Rackauckas, K. Lawson, C. Shen
Format: Article
Language:English
Published: Copernicus Publications 2023-07-01
Series:Biogeosciences
Online Access:https://bg.copernicus.org/articles/20/2671/2023/bg-20-2671-2023.pdf