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September  2019, 18(5): 2325-2347. doi: 10.3934/cpaa.2019105

Stability and asymptotic profile of steady state solutions to a reaction-diffusion pelagic-benthic algae growth model

1. 

Department of Mathematics, College of William and Mary, Williamsburg, Virginia 23187-8795, USA

2. 

School of Mathematical Sciences, Heilongjiang University, Harbin, Heilongjiang 150080, China

3. 

School of Mathematics, Shandong University, Jinan, Shandong 250100, China

* Corresponding author

Received  January 2018 Revised  January 2019 Published  April 2019

By using bifurcation theory, we investigate the local asymptotical stability of non-negative steady states for a coupled dynamic system of ordinary differential equations and partial differential equations. The system models the interaction of pelagic algae, benthic algae and one essential nutrient in an oligotrophic shallow aquatic ecosystem with ample supply of light. The asymptotic profile of positive steady states when the diffusion coefficients are sufficiently small or large are also obtained.

Citation: Junping Shi, Jimin Zhang, Xiaoyan Zhang. Stability and asymptotic profile of steady state solutions to a reaction-diffusion pelagic-benthic algae growth model. Communications on Pure & Applied Analysis, 2019, 18 (5) : 2325-2347. doi: 10.3934/cpaa.2019105
References:
[1]

M. G. Crandall and P. H. Rabinowitz, Bifurcation from simple eigenvalues, J. Functional Analysis, 8 (1971), 321-340. doi: 10.1016/0022-1236(71)90015-2.

[2]

M. G. Crandall and P. H. Rabinowitz, Bifurcation, perturbation of simple eigenvalues and linearized stability, Arch. Rational Mech. Anal., 52 (1973), 161-180. doi: 10.1007/BF00282325.

[3]

Y. Du and S. B. Hsu, Concentration phenomena in a nonlocal quasi-linear problem modeling phytoplankton Ⅰ: Existence, SIAM J. Math. Anal., 40 (2008), 1419-1440. doi: 10.1137/07070663X.

[4]

Y. Du and S. B. Hsu, Concentration phenomena in a nonlocal quasi-linear problem modeling phytoplankton Ⅱ: Limiting profile, SIAM J. Math. Anal., 40 (2008), 1441-1470. doi: 10.1137/070706641.

[5]

Y. Du and S. B. Hsu, On a nonlocal reaction-diffusion problem arising from the modeling of phytoplankton growth, SIAM J. Math. Anal., 42 (2010), 1305-1333. doi: 10.1137/090775105.

[6]

Y. Du and L. F. Mei, On a nonlocal reaction-diffusion-advection equation modelling phytoplankton dynamics, Nonlinearity, 24 (2011), 319-349. doi: 10.1088/0951-7715/24/1/016.

[7]

Y. DuS. B. Hsu and Y. Lou, Multiple steady-states in phytoplankton population induced by photoinhibition, J. Differential Equations, 258 (2015), 2408-2434. doi: 10.1016/j.jde.2014.12.012.

[8]

M. Genkai-KatoY. VadeboncoeurL. Liboriussen and E. Jeppesen, Benthic-planktonic coupling, regime shifts, and whole-lake primary production in shallow lakes, Ecology, 93 (2012), 619-631.

[9]

S. B. Hsu and Y. Lou, Single phytoplankton species growth with light and advection in a water column, SIAM J. Appl. Math., 70 (2010), 2942-2974. doi: 10.1137/100782358.

[10]

S. B. HsuF. B. Wang and X. Q. Zhao, Global dynamics of zooplankton and harmful algae in flowing habitats, J. Differential Equations, 255 (2013), 265-297. doi: 10.1016/j.jde.2013.04.006.

[11]

J. HuismanP. van Oostveen and F. J. Weissing, Species dynamics in phytoplankton blooms: incomplete mixing and competition for light, Am. Nat., 154 (1999), 46-68.

[12]

J. HuismanN. N. P. ThiD. M. Karl and B. Sommeijer, Reduced mixing generates oscillations and chaos in the oceanic deep chlorophyll maximum, Nature, 439 (2006), 322-325.

[13]

C. G. JägerS. Diehl and M. Emans, Physical determinants of phytoplankton production, algal stoichiometry, and vertical nutrient fluxes, Am. Nat., 175 (2010), 91-104.

[14]

C. G. Jäger and S. Diehl, Resource competition across habitat boundaries: asymmetric interactions between benthic and pelagic producers, Ecol. Monogr., 84 (2014), 287-302.

[15]

C. A. Klausmeier and E. Litchman, Algal games: The vertical distribution of phytoplankton in poorly mixed water columns, Limnol. Oceanogr., 46 (2001), 1998-2007.

[16]

T. KolokolnikovC. H. Ou and Y. Yuan, Phytoplankton depth profiles and their transitions near the critical sinking velocity, J. Math. Biol., 59 (2009), 105-122. doi: 10.1007/s00285-008-0221-z.

[17]

L. F. Mei and X. Y. Zhang, On a nonlocal reaction-diffusion-advection system modeling phytoplankton growth with light and nutrients, Discrete Cont. Dyn. Syst.-B, 17 (2012), 221-243. doi: 10.3934/dcdsb.2012.17.221.

[18]

L. F. Mei and X. Y. Zhang, Existence and nonexistence of positive steady states in multi-species phytoplankton dynamics, J. Differential Equations, 253 (2012), 2025-2063. doi: 10.1016/j.jde.2012.06.011.

[19]

L. F. MeiS. B. Hsu and F. B. Wang, Growth of single phytoplankton species with internal storage in a water column, Discrete Cont. Dyn. Syst.-B, 21 (2016), 607-620. doi: 10.3934/dcdsb.2016.21.607.

[20]

H. NieS. B. Hsu and J. H. Wu, Coexistence solutions of a competition model with two species in a water column, Discrete Cont. Dyn. Syst.-B, 20 (2015), 2691-2714. doi: 10.3934/dcdsb.2015.20.2691.

[21]

R. Peng and X. Q. Zhao, A nonlocal and periodic reaction-diffusion-advection model of a single phytoplankton species, J. Math. Biol., 72 (2016), 755-791. doi: 10.1007/s00285-015-0904-1.

[22]

M. SchefferS. SzabóA. GragnaniE. H. van NesS. RinaldiN. KautskyJ. NorbergR. M. M. Roijackers and R. J. M. Franken, Floating plant dominance as a stable state, Proc. Natl. Acad. Sci. USA, 100 (2003), 4040-4045.

[23]

J. P. Shi and X. F. Wang, On global bifurcation for quasilinear for quasilinear elliptic systems on bounded domains, J. Differential Equations, 246 (2009), 2788-2812. doi: 10.1016/j.jde.2008.09.009.

[24]

F. R. VasconcelosS. DiehlP. RodríguezP. HedströmJ. Karlsson and P. Byström, Asymmetrical competition between aquatic primary producers in a warmer and browner world, Ecology, 97 (2016), 2580-2592.

[25]

Y. VadeboncoeurG. PetersonM. Vander Zanden and J. Kalff, Benthic algal production across lake size gradients: interactions among morphometry, nutrients, and light, Ecology, 89 (2008), 2542-2552.

[26]

F. B. WangS. B. Hsu and X. Q. Zhao, A reaction-diffusion-advection model of harmful algae growth with toxin degradation, J. Differential Equations, 259 (2015), 3178-3201. doi: 10.1016/j.jde.2015.04.018.

[27]

F. B. Wang, A PDE system modeling the competition and inhibition of harmful algae with seasonal variations, Nonlinear Analysis RWA, 25 (2015), 258-275. doi: 10.1016/j.nonrwa.2015.02.010.

[28]

X. F. Wang, Qualitative behavior of solutions of chemotactic diffusion systems: effects of motility and chemotaxis and dynamics, SIAM J. Math. Anal., 31 (2000), 535-560. doi: 10.1137/S0036141098339897.

[29]

X. F. Wang and Q. Xu, Spiky and transition layer steady states of chemotaxis systems via global bifurcation and Helly's compactness theorem, J. Math. Biol., 66 (2013), 1241-1266. doi: 10.1007/s00285-012-0533-x.

[30]

K. YoshiyamaJ. P. MellardE. Litchman and C. A. Klausmeier, Phytoplankton competition for nutrients and light in a stratified water column, Am. Nat., 174 (2009), 190-203.

[31]

A. ZagarisA. DoelmanN. N. Pham Thi and B. P. Sommeijer, Blooming in a nonlocal, coupled phytoplankton-nutrient model, SIAM J. Appl. Math., 69 (2009), 1174-1204. doi: 10.1137/070693692.

[32]

A. Zagaris and A. Doelman, Emergence of steady and oscillatory localized structures in a phytoplankton-nutrient model, Nonlinearity, 24 (2011), 3437-3486. doi: 10.1088/0951-7715/24/12/007.

[33]

J. M. ZhangJ. P. Shi and X. Y. Chang, A mathematical model of algae growth in a pelagic-benthic coupled shallow aquatic ecosystem, J. Math. Biol., 76 (2018), 1159-1193. doi: 10.1007/s00285-017-1168-8.

show all references

References:
[1]

M. G. Crandall and P. H. Rabinowitz, Bifurcation from simple eigenvalues, J. Functional Analysis, 8 (1971), 321-340. doi: 10.1016/0022-1236(71)90015-2.

[2]

M. G. Crandall and P. H. Rabinowitz, Bifurcation, perturbation of simple eigenvalues and linearized stability, Arch. Rational Mech. Anal., 52 (1973), 161-180. doi: 10.1007/BF00282325.

[3]

Y. Du and S. B. Hsu, Concentration phenomena in a nonlocal quasi-linear problem modeling phytoplankton Ⅰ: Existence, SIAM J. Math. Anal., 40 (2008), 1419-1440. doi: 10.1137/07070663X.

[4]

Y. Du and S. B. Hsu, Concentration phenomena in a nonlocal quasi-linear problem modeling phytoplankton Ⅱ: Limiting profile, SIAM J. Math. Anal., 40 (2008), 1441-1470. doi: 10.1137/070706641.

[5]

Y. Du and S. B. Hsu, On a nonlocal reaction-diffusion problem arising from the modeling of phytoplankton growth, SIAM J. Math. Anal., 42 (2010), 1305-1333. doi: 10.1137/090775105.

[6]

Y. Du and L. F. Mei, On a nonlocal reaction-diffusion-advection equation modelling phytoplankton dynamics, Nonlinearity, 24 (2011), 319-349. doi: 10.1088/0951-7715/24/1/016.

[7]

Y. DuS. B. Hsu and Y. Lou, Multiple steady-states in phytoplankton population induced by photoinhibition, J. Differential Equations, 258 (2015), 2408-2434. doi: 10.1016/j.jde.2014.12.012.

[8]

M. Genkai-KatoY. VadeboncoeurL. Liboriussen and E. Jeppesen, Benthic-planktonic coupling, regime shifts, and whole-lake primary production in shallow lakes, Ecology, 93 (2012), 619-631.

[9]

S. B. Hsu and Y. Lou, Single phytoplankton species growth with light and advection in a water column, SIAM J. Appl. Math., 70 (2010), 2942-2974. doi: 10.1137/100782358.

[10]

S. B. HsuF. B. Wang and X. Q. Zhao, Global dynamics of zooplankton and harmful algae in flowing habitats, J. Differential Equations, 255 (2013), 265-297. doi: 10.1016/j.jde.2013.04.006.

[11]

J. HuismanP. van Oostveen and F. J. Weissing, Species dynamics in phytoplankton blooms: incomplete mixing and competition for light, Am. Nat., 154 (1999), 46-68.

[12]

J. HuismanN. N. P. ThiD. M. Karl and B. Sommeijer, Reduced mixing generates oscillations and chaos in the oceanic deep chlorophyll maximum, Nature, 439 (2006), 322-325.

[13]

C. G. JägerS. Diehl and M. Emans, Physical determinants of phytoplankton production, algal stoichiometry, and vertical nutrient fluxes, Am. Nat., 175 (2010), 91-104.

[14]

C. G. Jäger and S. Diehl, Resource competition across habitat boundaries: asymmetric interactions between benthic and pelagic producers, Ecol. Monogr., 84 (2014), 287-302.

[15]

C. A. Klausmeier and E. Litchman, Algal games: The vertical distribution of phytoplankton in poorly mixed water columns, Limnol. Oceanogr., 46 (2001), 1998-2007.

[16]

T. KolokolnikovC. H. Ou and Y. Yuan, Phytoplankton depth profiles and their transitions near the critical sinking velocity, J. Math. Biol., 59 (2009), 105-122. doi: 10.1007/s00285-008-0221-z.

[17]

L. F. Mei and X. Y. Zhang, On a nonlocal reaction-diffusion-advection system modeling phytoplankton growth with light and nutrients, Discrete Cont. Dyn. Syst.-B, 17 (2012), 221-243. doi: 10.3934/dcdsb.2012.17.221.

[18]

L. F. Mei and X. Y. Zhang, Existence and nonexistence of positive steady states in multi-species phytoplankton dynamics, J. Differential Equations, 253 (2012), 2025-2063. doi: 10.1016/j.jde.2012.06.011.

[19]

L. F. MeiS. B. Hsu and F. B. Wang, Growth of single phytoplankton species with internal storage in a water column, Discrete Cont. Dyn. Syst.-B, 21 (2016), 607-620. doi: 10.3934/dcdsb.2016.21.607.

[20]

H. NieS. B. Hsu and J. H. Wu, Coexistence solutions of a competition model with two species in a water column, Discrete Cont. Dyn. Syst.-B, 20 (2015), 2691-2714. doi: 10.3934/dcdsb.2015.20.2691.

[21]

R. Peng and X. Q. Zhao, A nonlocal and periodic reaction-diffusion-advection model of a single phytoplankton species, J. Math. Biol., 72 (2016), 755-791. doi: 10.1007/s00285-015-0904-1.

[22]

M. SchefferS. SzabóA. GragnaniE. H. van NesS. RinaldiN. KautskyJ. NorbergR. M. M. Roijackers and R. J. M. Franken, Floating plant dominance as a stable state, Proc. Natl. Acad. Sci. USA, 100 (2003), 4040-4045.

[23]

J. P. Shi and X. F. Wang, On global bifurcation for quasilinear for quasilinear elliptic systems on bounded domains, J. Differential Equations, 246 (2009), 2788-2812. doi: 10.1016/j.jde.2008.09.009.

[24]

F. R. VasconcelosS. DiehlP. RodríguezP. HedströmJ. Karlsson and P. Byström, Asymmetrical competition between aquatic primary producers in a warmer and browner world, Ecology, 97 (2016), 2580-2592.

[25]

Y. VadeboncoeurG. PetersonM. Vander Zanden and J. Kalff, Benthic algal production across lake size gradients: interactions among morphometry, nutrients, and light, Ecology, 89 (2008), 2542-2552.

[26]

F. B. WangS. B. Hsu and X. Q. Zhao, A reaction-diffusion-advection model of harmful algae growth with toxin degradation, J. Differential Equations, 259 (2015), 3178-3201. doi: 10.1016/j.jde.2015.04.018.

[27]

F. B. Wang, A PDE system modeling the competition and inhibition of harmful algae with seasonal variations, Nonlinear Analysis RWA, 25 (2015), 258-275. doi: 10.1016/j.nonrwa.2015.02.010.

[28]

X. F. Wang, Qualitative behavior of solutions of chemotactic diffusion systems: effects of motility and chemotaxis and dynamics, SIAM J. Math. Anal., 31 (2000), 535-560. doi: 10.1137/S0036141098339897.

[29]

X. F. Wang and Q. Xu, Spiky and transition layer steady states of chemotaxis systems via global bifurcation and Helly's compactness theorem, J. Math. Biol., 66 (2013), 1241-1266. doi: 10.1007/s00285-012-0533-x.

[30]

K. YoshiyamaJ. P. MellardE. Litchman and C. A. Klausmeier, Phytoplankton competition for nutrients and light in a stratified water column, Am. Nat., 174 (2009), 190-203.

[31]

A. ZagarisA. DoelmanN. N. Pham Thi and B. P. Sommeijer, Blooming in a nonlocal, coupled phytoplankton-nutrient model, SIAM J. Appl. Math., 69 (2009), 1174-1204. doi: 10.1137/070693692.

[32]

A. Zagaris and A. Doelman, Emergence of steady and oscillatory localized structures in a phytoplankton-nutrient model, Nonlinearity, 24 (2011), 3437-3486. doi: 10.1088/0951-7715/24/12/007.

[33]

J. M. ZhangJ. P. Shi and X. Y. Chang, A mathematical model of algae growth in a pelagic-benthic coupled shallow aquatic ecosystem, J. Math. Biol., 76 (2018), 1159-1193. doi: 10.1007/s00285-017-1168-8.

Table 1.  Variables and parameters of model (1) with biological meanings
Symbol Meaning Symbol Meaning
$ t $Time$ z $Depth
$ U $Biomass density of pelagic algae$ V $Biomass density of benthic algae
$ R $Concentration of dissolved nutrients in the pelagic habitat$ W $Concentration of dissolved nutrients in the benthic habitat
$ D_u $Vertical turbulent diffusivity of pelagic algae$ D_r $Vertical turbulent diffusivity of dissolved nutrients in the pelagic habitat
$ s $Sinking or buoyant velocity of pelagic algae$ r_u,r_v $Maximum specific production rate of pelagic algae and benthic algae, respectively
$ m_u,m_v $Loss rate of pelagic and benthic algae, respectively$ \gamma_u,\gamma_v $Half saturation constant for nutrient-limited production of pelagic algae and benthic algae, respectively
$ c_u,c_v $Phosphorus to carbon quota of pelagic algae and benthic algae, respectively$ W_{sed} $Concentration of dissolved nutrients in the sediment
$ L_1 $Depth of the pelagic habitat (below water surface)$ L_2 $Vertical extent of the benthic habitat
$ a $Nutrient exchange rate between pelagic and benthic habitat$ b $Nutrient exchange rate between sediment and benthic habitat
$ \beta_u $Nutrient recycling proportion from loss of pelagic algal biomass$ \beta_v $Nutrient recycling proportion from loss of benthic algal biomass
Symbol Meaning Symbol Meaning
$ t $Time$ z $Depth
$ U $Biomass density of pelagic algae$ V $Biomass density of benthic algae
$ R $Concentration of dissolved nutrients in the pelagic habitat$ W $Concentration of dissolved nutrients in the benthic habitat
$ D_u $Vertical turbulent diffusivity of pelagic algae$ D_r $Vertical turbulent diffusivity of dissolved nutrients in the pelagic habitat
$ s $Sinking or buoyant velocity of pelagic algae$ r_u,r_v $Maximum specific production rate of pelagic algae and benthic algae, respectively
$ m_u,m_v $Loss rate of pelagic and benthic algae, respectively$ \gamma_u,\gamma_v $Half saturation constant for nutrient-limited production of pelagic algae and benthic algae, respectively
$ c_u,c_v $Phosphorus to carbon quota of pelagic algae and benthic algae, respectively$ W_{sed} $Concentration of dissolved nutrients in the sediment
$ L_1 $Depth of the pelagic habitat (below water surface)$ L_2 $Vertical extent of the benthic habitat
$ a $Nutrient exchange rate between pelagic and benthic habitat$ b $Nutrient exchange rate between sediment and benthic habitat
$ \beta_u $Nutrient recycling proportion from loss of pelagic algal biomass$ \beta_v $Nutrient recycling proportion from loss of benthic algal biomass
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