modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the...

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Modeling the influence of Modeling the influence of local/external processes on local/external processes on nitrogen and phytoplankton nitrogen and phytoplankton dynamics in the GoM/GB region dynamics in the GoM/GB region R. Ji R. Ji With help from: With help from: PI team: Davis, Chen, Beardsley, Townsend, Durbin, PI team: Davis, Chen, Beardsley, Townsend, Durbin, Runge, Flagg Runge, Flagg UMASS-D modeling group: Q. Xu, G. Cowles, R. Tian, S. UMASS-D modeling group: Q. Xu, G. Cowles, R. Tian, S. Hu, D. Stuebe Hu, D. Stuebe NMFS: D. Mountain, J. Hare, M. Taylor NMFS: D. Mountain, J. Hare, M. Taylor

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Page 1: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Modeling the influence of local/external Modeling the influence of local/external processes on nitrogen and phytoplankton processes on nitrogen and phytoplankton dynamics in the GoM/GB region dynamics in the GoM/GB region

R. JiR. Ji

With help from:With help from: PI team: Davis, Chen, Beardsley, Townsend, Durbin, Runge, FlaggPI team: Davis, Chen, Beardsley, Townsend, Durbin, Runge, FlaggUMASS-D modeling group: Q. Xu, G. Cowles, R. Tian, S. Hu, D. StuebeUMASS-D modeling group: Q. Xu, G. Cowles, R. Tian, S. Hu, D. StuebeNMFS: D. Mountain, J. Hare, M. TaylorNMFS: D. Mountain, J. Hare, M. Taylor

Page 2: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

StatusStatus

Completed 1995-1999 continuous run for Completed 1995-1999 continuous run for FVCOM+NPZD; comparing data/model resultsFVCOM+NPZD; comparing data/model results

Completed 1995 Completed 1995 PseudocalanusPseudocalanus model run; model run; using “stage with mean age” method; Testing using “stage with mean age” method; Testing different implementation of CPDdifferent implementation of CPD

Examining effect of freshening on phytoplankton Examining effect of freshening on phytoplankton dynamics (data analysis + numerical exp.)dynamics (data analysis + numerical exp.)

1 ms. submitted to JMS + 1 ms. to be submitted 1 ms. submitted to JMS + 1 ms. to be submitted to GRL + 1 new babyto GRL + 1 new baby

Page 3: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Model structureModel structure

Page 4: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Surface - NitrogenSurface - Nitrogen

Page 5: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Surface - PhytoplanktonSurface - Phytoplankton

Page 6: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Transect - PhytoplanktonTransect - Phytoplankton

Page 7: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Model skillsModel skills

Degree of agreement: (Willmott, 1981)

2

1

2

1

( )1

N

i ii

N

i ii

M O

M O O O

Page 8: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Model vs data on GBModel vs data on GB

NN

Page 9: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Model vs data on GBModel vs data on GB

PP

Page 10: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Model vs data on GBModel vs data on GB

NN

Page 11: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Model vs data on GBModel vs data on GB

PP

Page 12: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Model vs data in BasinsModel vs data in Basins

Jordan BasinJordan BasinWilkinson BasinWilkinson Basin

Page 13: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Model vs data at CMOModel vs data at CMO

Page 14: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Sensitivity to ICSensitivity to IC(GB crest)(GB crest)

NN PP

Page 15: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Sensitivity to ICSensitivity to IC(Wilkinson Basin)(Wilkinson Basin)

NN PP

Page 16: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Sensitivity to BCSensitivity to BC(Scotian Shelf)(Scotian Shelf)

NN PP

Page 17: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Sensitivity to BCSensitivity to BC

(Wilkinson Basin)(Wilkinson Basin) (GB crest)(GB crest)

Page 18: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Nitrogen cycleNitrogen cycle

Redline from Pastsuzak et al., 1982

Page 19: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

N demand and supply on GBN demand and supply on GB

70° 0' 68° 0' 66° 0' 40° 0'

41° 0'

42° 0'

43° 0'

Total N demand: ~1.26x103 mol N s-1 (Horne et al., 1989)New N supply: ~0.48x103 mol N s-1 (Townsend & Pettigrew, 1997) ~5x103 mol N s-1 (Horne et al., 1989)

Page 20: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Modeled N flux on GBModeled N flux on GB

Summertime new N supply 0.23x103 mol N s-1 Summertime f ratio = 0.18

Page 21: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Response to bottom N changeResponse to bottom N change

Page 22: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Bloom - fresheningBloom - freshening

Page 23: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Bloom “propagation”Bloom “propagation”

Page 24: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Bloom “propagation”Bloom “propagation”

Page 25: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Timing-SSS anomalyTiming-SSS anomaly

Page 26: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Magnitude/NPPMagnitude/NPP

Page 27: Modeling the influence of local/external processes on nitrogen and phytoplankton dynamics in the GoM/GB region R. Ji With help from: PI team: Davis, Chen,

Issues Issues

Huge amount of model output, Huge amount of model output, OO((TBTB)) Very limited availability of data in Very limited availability of data in

GoM during GLOBEC year (N, GoM during GLOBEC year (N, Vertical profile)Vertical profile)

Boundary conditions (N/P/Z/D, T/S)Boundary conditions (N/P/Z/D, T/S) Need free grad studentsNeed free grad students