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A probabilistic model of cell size reduction in Pseudo-nitzschia delicatissima (Bacillariophyta)
- Source :
- Journal of Theoretical Biology, Journal of Theoretical Biology, Elsevier, 2009, 258 (2), pp.316. ⟨10.1016/j.jtbi.2009.02.002⟩
- Publication Year :
- 2009
- Publisher :
- Elsevier BV, 2009.
-
Abstract
- International audience; The pennate planktonic diatom Pseudo-nitzschia delicatissima is very common in temperate marine waters and often responsible for blooms. Due to its surrounding rigid silicate frustrule the diatom undergoes successive size reduction as its vegetative reproduction cycle proceeds. Since a long time the life cycle of diatoms has raised scientific interest and some years ago extensive samples of Pseudo-nitzschia have been taken from coastal waters. Mating and cell size reduction experiments were carried out and served us as a data basis for a probabilistic model of cell size reduction. We applied a homogenous non-stationary continuous-time Markov chain to model the development of individual diatoms from an initial size of about 80 μm until cell death which occured when the size reached its low at about 18μm. In contrast to conventional curve fitting models we are capable of calculating confidence intervals for estimates of the population ages as well as integrate the process of auxospore formation into the model. We thus propose a unique way to describe the stationary size distribution in a diatom population in terms of cell division and auxospore formation probabilities of its individuals.
- Subjects :
- 0106 biological sciences
Statistics and Probability
Markov chain
Population
Models, Biological
01 natural sciences
General Biochemistry, Genetics and Molecular Biology
Reduction (complexity)
03 medical and health sciences
Sexual reproduction
14. Life underwater
education
Cell Size
Probability
030304 developmental biology
Diatoms
Auxospore
0303 health sciences
education.field_of_study
General Immunology and Microbiology
biology
Ecology
010604 marine biology & hydrobiology
Applied Mathematics
fungi
Statistical model
General Medicine
Eutrophication
Plankton
biology.organism_classification
Markov Chains
Stochastic process
Oceanography
Diatom
Modeling and Simulation
General Agricultural and Biological Sciences
Pseudo-nitzschia
Cell Division
Subjects
Details
- ISSN :
- 00225193 and 10958541
- Volume :
- 258
- Database :
- OpenAIRE
- Journal :
- Journal of Theoretical Biology
- Accession number :
- edsair.doi.dedup.....200367c1c03b857b12937a7bbca58f05
- Full Text :
- https://doi.org/10.1016/j.jtbi.2009.02.002