### Abstract

We argue that a wide-range scaling approach is demanded by standard Stommel diagrams and that it can unify the treatment of phytoplankton variability over wide ranges of scales. By investigating the effects of coastal heterogeneity on the variability of in situ salinity (S), oxygen (ρ_{o}), temperature (T), optical transmissivity (t) and phytoplankton proxy data (fluorescence; ρ_{p}) over the range ∼ 0.4-1600 m, we statistically characterize the heterogenity of these variables, determining both the range and types of scaling, as well as their scale-by-scale interrelationships. By comparing bays with systematically varying large-scale heterogeneity, we were able to investigate the influence of the latter on the variability, systematically determining the three universal multifractal parameters as well as the exponent characterizing extreme self-organized critical behaviour. We found that, consistent with turbulent dominated dynamics, T, ρ_{o}, S and T were scaling over essentially the entire observed range of scales, with T and ρ_{o} being statistically very close to passive scalars. However, ρ_{p} was quite different, displaying two regimes separated by a characteristic 'planktoscale' typically ∼ 100 m, but highly variable. The large-scale regime was neither passive scalar nor growth dominated (Denman-Platt), but was rather in between the two (the corresponding exponent was H_{p} ≈ 1/8 rather than 0 or 1/3, respectively). In addition, we fund a new small-scale regime with H_{p} ≈ -1/3, which is much 'rougher' than passive scalar (which has H_{p} = +1/3). We propose a simple model involving both growth and turbulence to account for the large scale, and grazing and turbulence (predator-prey zooplankton/phytoplankton interactions) to account for the small scale. Depending on the value of a dimensionless grazing constant Gr = D/ (τ_{g}^{2}ε) (where D is the zooplankton diffusion constant, τ_{g} is the phytoplankton growth c onstant and ε is the turbulent energy flux), the small scale is dominated either by the turbulent grazing (Gr > 1) or by passive scalar turbulence (Gr <1). In the grazing regime, we also theoretically predict that the density fluctuation exponent = -1/3, which is quite close to the data and quantifies the tendency of the zooplankton to uniformize the phytoplankton distribution by preferentially grazing high-concentration patches.

Original language | English |
---|---|

Pages (from-to) | 117-141 |

Number of pages | 25 |

Journal | Journal of Plankton Research |

Volume | 23 |

Issue number | 2 |

Publication status | Published - 2001 |

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### ASJC Scopus subject areas

- Aquatic Science

### Cite this

*Journal of Plankton Research*,

*23*(2), 117-141.

**Universal multifractals and ocean patchiness : Phytoplankton, physical fields and coastal heterogeneity.** / Lovejoy, S.; Currie, W. J S; Tessier, Y.; Claereboudt, M. R.; Bourget, E.; Roff, J. C.; Schertzer, D.

Research output: Contribution to journal › Article

*Journal of Plankton Research*, vol. 23, no. 2, pp. 117-141.

}

TY - JOUR

T1 - Universal multifractals and ocean patchiness

T2 - Phytoplankton, physical fields and coastal heterogeneity

AU - Lovejoy, S.

AU - Currie, W. J S

AU - Tessier, Y.

AU - Claereboudt, M. R.

AU - Bourget, E.

AU - Roff, J. C.

AU - Schertzer, D.

PY - 2001

Y1 - 2001

N2 - We argue that a wide-range scaling approach is demanded by standard Stommel diagrams and that it can unify the treatment of phytoplankton variability over wide ranges of scales. By investigating the effects of coastal heterogeneity on the variability of in situ salinity (S), oxygen (ρo), temperature (T), optical transmissivity (t) and phytoplankton proxy data (fluorescence; ρp) over the range ∼ 0.4-1600 m, we statistically characterize the heterogenity of these variables, determining both the range and types of scaling, as well as their scale-by-scale interrelationships. By comparing bays with systematically varying large-scale heterogeneity, we were able to investigate the influence of the latter on the variability, systematically determining the three universal multifractal parameters as well as the exponent characterizing extreme self-organized critical behaviour. We found that, consistent with turbulent dominated dynamics, T, ρo, S and T were scaling over essentially the entire observed range of scales, with T and ρo being statistically very close to passive scalars. However, ρp was quite different, displaying two regimes separated by a characteristic 'planktoscale' typically ∼ 100 m, but highly variable. The large-scale regime was neither passive scalar nor growth dominated (Denman-Platt), but was rather in between the two (the corresponding exponent was Hp ≈ 1/8 rather than 0 or 1/3, respectively). In addition, we fund a new small-scale regime with Hp ≈ -1/3, which is much 'rougher' than passive scalar (which has Hp = +1/3). We propose a simple model involving both growth and turbulence to account for the large scale, and grazing and turbulence (predator-prey zooplankton/phytoplankton interactions) to account for the small scale. Depending on the value of a dimensionless grazing constant Gr = D/ (τg2ε) (where D is the zooplankton diffusion constant, τg is the phytoplankton growth c onstant and ε is the turbulent energy flux), the small scale is dominated either by the turbulent grazing (Gr > 1) or by passive scalar turbulence (Gr <1). In the grazing regime, we also theoretically predict that the density fluctuation exponent = -1/3, which is quite close to the data and quantifies the tendency of the zooplankton to uniformize the phytoplankton distribution by preferentially grazing high-concentration patches.

AB - We argue that a wide-range scaling approach is demanded by standard Stommel diagrams and that it can unify the treatment of phytoplankton variability over wide ranges of scales. By investigating the effects of coastal heterogeneity on the variability of in situ salinity (S), oxygen (ρo), temperature (T), optical transmissivity (t) and phytoplankton proxy data (fluorescence; ρp) over the range ∼ 0.4-1600 m, we statistically characterize the heterogenity of these variables, determining both the range and types of scaling, as well as their scale-by-scale interrelationships. By comparing bays with systematically varying large-scale heterogeneity, we were able to investigate the influence of the latter on the variability, systematically determining the three universal multifractal parameters as well as the exponent characterizing extreme self-organized critical behaviour. We found that, consistent with turbulent dominated dynamics, T, ρo, S and T were scaling over essentially the entire observed range of scales, with T and ρo being statistically very close to passive scalars. However, ρp was quite different, displaying two regimes separated by a characteristic 'planktoscale' typically ∼ 100 m, but highly variable. The large-scale regime was neither passive scalar nor growth dominated (Denman-Platt), but was rather in between the two (the corresponding exponent was Hp ≈ 1/8 rather than 0 or 1/3, respectively). In addition, we fund a new small-scale regime with Hp ≈ -1/3, which is much 'rougher' than passive scalar (which has Hp = +1/3). We propose a simple model involving both growth and turbulence to account for the large scale, and grazing and turbulence (predator-prey zooplankton/phytoplankton interactions) to account for the small scale. Depending on the value of a dimensionless grazing constant Gr = D/ (τg2ε) (where D is the zooplankton diffusion constant, τg is the phytoplankton growth c onstant and ε is the turbulent energy flux), the small scale is dominated either by the turbulent grazing (Gr > 1) or by passive scalar turbulence (Gr <1). In the grazing regime, we also theoretically predict that the density fluctuation exponent = -1/3, which is quite close to the data and quantifies the tendency of the zooplankton to uniformize the phytoplankton distribution by preferentially grazing high-concentration patches.

UR - http://www.scopus.com/inward/record.url?scp=0035082595&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=0035082595&partnerID=8YFLogxK

M3 - Article

VL - 23

SP - 117

EP - 141

JO - Journal of Plankton Research

JF - Journal of Plankton Research

SN - 0142-7873

IS - 2

ER -