Theoretical Foundation of the Land Carbon Cycle and Matrix Approach

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

The land carbon cycle has been extensively studied yet its fundamental properties have not been fully understood. This chapter offers empirical evidence to demonstrate a general dynamic pattern that the land carbon cycle changes in a direction toward a moving attractor in response to global change. This general pattern is captured by a matrix equation. The relatively simple matrix equation can unify land carbon cycle models, accelerate computational efficiency for spin-up, diagnose model performance with new analytics, enable data assimilation with complex models to improve their predictive skills, and guide carbon cycle research with a new theoretical framework of dynamic disequilibrium.

Original languageEnglish (US)
Title of host publicationLand Carbon Cycle Modeling
Subtitle of host publicationMatrix Approach, Data Assimilation, Ecological Forecasting, and Machine Learning, Second Edition
PublisherCRC Press
Pages3-10
Number of pages8
ISBN (Electronic)9781040026298
ISBN (Print)9781032698496
DOIs
StatePublished - Jan 1 2024
Externally publishedYes

ASJC Scopus subject areas

  • General Business, Management and Accounting
  • General Agricultural and Biological Sciences
  • General Earth and Planetary Sciences
  • General Environmental Science
  • General Engineering

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