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International Journal of Research and Scientific Innovation (IJRSI)

Global Stability and Sensitivity Analysis of a Delayed Nutrient-Plankton Model Under Climate Change and Oceans Deoxygenation

byUsman Solomon Alani; Ibrahim Isa Adamu; Shamtang Benshak Musa

Published July 21, 2026  •  Vol. 13, Issue 7, pp. 32–54Open Access
DOI: 10.51244/IJRSI.2026.1307000004

Abstract

Ocean deoxygenation driven by climate change and nutrient enrichment threatens marine ecosystems. This study analyzes a six-compartment nutrient-plankton-oxygen model incorporating three time-delays. Global asymptotic stability of the coexistence equilibrium is proved using the Lyapunov–Krasovskii method, indicating intrinsic ecosystem resilience. A novel threshold metric, the concentration number is derived via next-generation matrix techniques, signaling significant bloom-induced deoxygenation risk. Sensitivity analysis identifies nutrient-to-phytoplankton conversion ( ), nutrient uptake by phytoplankton ( ), and external nutrient input ( ) as strong positive drivers (+1.0 indices), while washout ( = −0.8) and phytoplankton mortality ( = −0.2) exert mitigating effects. Results show that plankton-mediated oxygen production and greenhouse gas removal provide stabilizing feedback sufficient to offset warming-induced oxygen losses under the parameter values considered. These findings highlight nutrient management and plankton conservation as critical strategies to mitigate climate-driven ocean deoxygenation and preserve marine ecosystem sustainability.

Keywords: Climate change, Deoxygenation, Hypoxic, Ocean, Plankton.

JournalInternational Journal of Research and Scientific Innovation (IJRSI)
ISSN2321-2705
Volume / IssueVolume 13, Issue 7
Pages32–54
Publication dateJuly 21, 2026
DOI10.51244/IJRSI.2026.1307000004
PublisherRSIS International
LicenseOpen Access

How to cite this article

Usman Solomon Alani, Ibrahim Isa Adamu, & Shamtang Benshak Musa (2026). Global Stability and Sensitivity Analysis of a Delayed Nutrient-Plankton Model Under Climate Change and Oceans Deoxygenation. International Journal of Research and Scientific Innovation (IJRSI), 13(7), 32-54. https://doi.org/10.51244/IJRSI.2026.1307000004

BibTeX

@article{Usman2026,
  title   = {Global Stability and Sensitivity Analysis of a Delayed Nutrient-Plankton Model Under Climate Change and Oceans Deoxygenation},
  author  = {Usman Solomon Alani and Ibrahim Isa Adamu and Shamtang Benshak Musa},
  journal = {International Journal of Research and Scientific Innovation (IJRSI)},
  volume  = {13},
  number  = {7},
  pages   = {32--54},
  year    = {2026},
  doi     = {10.51244/IJRSI.2026.1307000004},
  publisher = {RSIS International}
}