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...
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 |
Similar Items
-
DifferentialEquations.jl – A Performant and Feature-Rich Ecosystem for Solving Differential Equations in Julia
by: Christopher Rackauckas, et al.
Published: (2017-05-01) -
On what scales can GOSAT flux inversions constrain anomalies in terrestrial ecosystems?
by: B. Byrne, et al.
Published: (2019-10-01) -
Photosynthesis Is Widely Distributed among Proteobacteria as Demonstrated by the Phylogeny of PufLM Reaction Center Proteins
by: Johannes F. Imhoff, et al.
Published: (2018-01-01) -
A simulation study demonstrating the importance of large-scale trailing vortices in wake steering
by: P. Fleming, et al.
Published: (2018-05-01) -
Photosynthesis and 'inverse respiration' in plants : an inevitable misconception? /
by: 424861 Canal, Pedro