Modeling Of Plant Population Community and Biodiversity Based On Differential Equation Model

Authors

  • Yuhan Xu
  • Runshi Ye

DOI:

https://doi.org/10.54097/hset.v69i.13777

Keywords:

Species competition model, Genetic algorithm, Plant species benefit model,Newton iteration method.

Abstract

Understanding the adaptive mechanisms of plant communities under drought conditions is crucial in the context of global climate changes. Drought resilience is intricately linked to the biodiversity within these communities, specifically, the number of species present. This research delves into how the diversity within plant communities influences their adaptation mechanisms when confronted with recurrent drought cycles over consecutive generations. To fathom the long-term dynamic interplay between plant communities and their environment, we devised a model. This model harnesses the power of genetic algorithms to optimize parameters, ensuring a comprehensive representation of ecological realities. Notably, it accounts for species migration, inter-species competition, and a myriad of other ecological factors. Consequently, our model can predict with commendable accuracy the evolutionary trajectory of plant communities when subjected to diverse and irregular weather patterns. Our findings not only shed light on the importance of biodiversity in ensuring ecological resilience but also provide invaluable insights for conservation strategies in the face of changing climate scenarios.

Downloads

Download data is not yet available.

References

Gupta A, Rico-Medina A, Caño-Delgado A I. The physiology of plant responses to drought [J]. Science (2020).

Mukarram M, Choudhary S, Kurjak D, et al. Drought: Sensing, signalling, effects and tolerance in higher plants [J]. (2021).

Auler P A, Souza G M, da Silva Engela M R G, et al. Stress memory of physiological, biochemical and metabolomic responses in two different rice genotypes under drought stress: The scale matters [J]. Plant Science(2021).

Pebesma, E. Simple features for R: standardized support for spatial vector data. R J. 10, 439– 446 (2018).

JA Slingsby et al., Intensifying postfire weather and biological invasion drive species loss in a Mediterranean-type biodiversity hotspot. Proc. Natl. Acad. Sci. USA 114, 4697–4702 (2017)

Yudi M. Lozano, Carlos A. Aguilar-Trigueros, Isabel C. Flaig, Matthias C. Rillig. Root trait responses to drought are more heterogeneous than leaf trait responses.(2020)

Mahesh Sankaran. Droughts and the ecological future of tropical savanna Vegetation. (2019)

Kasey E. Bartonl, Casey Jones1, Kyle F. Edwards, Aaron B. Shiels, Tiffany Knight.Local adaptation constrains drought tolerance in a tropical foundation tree. (2020)

Clarissa G. Fontes, Paul V. A. Fine1 , Florian Wittmann, Paulo R. L. Bittencourt, Maria Teresa Fernandez Piedade, Niro Higuchi, Jeffrey Q. Chambers and Todd E. Dawson.Convergent evolution of tree hydraulic traits in Amazonian habitats: implications for community assemblage and vulnerability to drought.(2020)

Lozano Y M, Rillig M C. Effects of microplastic fibers and drought on plant communities [J]. Environmental Science & Technology(2020)

Downloads

Published

06-11-2023

How to Cite

Xu, Y., & Ye, R. (2023). Modeling Of Plant Population Community and Biodiversity Based On Differential Equation Model. Highlights in Science, Engineering and Technology, 69, 635-643. https://doi.org/10.54097/hset.v69i.13777