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Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled ydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy hesis Presentation – Naval Postgraduate School

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Page 1: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Simulation of the Bohai Sea Circulation and Thermohaline Structure

Using a CoupledHydrodynamical-Ecological Model

by

LCDR Rodrigo ObinoBrazilian Navy

Thesis Presentation – Naval Postgraduate School

Page 2: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Outline

Objectives Background Model Features Experiments Case Analysis Turbulence Study Conclusions Recommendations

Page 3: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Objectives

Simulation of the Bohai Sea using COHERENS model

Sensitivity studies with different forcing functions

Physical mechanisms for the Bohai Sea circulation and thermohaline structure

Comparison between two turbulence schemes

Page 4: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Background

BohaiSea

China

KoreanPeninsulaYellow

Sea

East ChinaSea

Eastern China

Mid latitude

Semi-Enclosed sea

Connected to the Yellow Sea

Page 5: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

The Bohai Sea

Liaodong Gulf

HuangheRiver

Central Basin

Haihe R.

Huanhe R.

Laizhou Bay

Yellow Sea

Bohai Strait

Bohai Gulf

LiaodongPeninsula

Liaohe R

Page 6: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Surrounded by the Chinese mainland and Liaodong Peninsula

Connected to the northern Huanghai Sea (Yellow Sea) through the Bohai Strait

Divided in four parts: Liaodong Gulf, Bohai Gulf, Laizhou Bay and Central Basin

Area of 80,000 km square, width of 300 km and length of 500 km

Relatively shallow waters

Characteristics

Page 7: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Topography

Average depth – 18 m Maximum depth at Bohai Strait – 60 m Open boundary relatively deep Gulfs are shallow

Page 8: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Circulation

Winter current – surface mainly wind-driven transport

Anticyclonic patternin central basin

winter monsoon

Driven by strong monsoon winds, large buoyancyforces, active tidal mixing, strong open ocean forcing

Page 9: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Circulation

summer monsoon

Weaker in summerthan in winter due toweaker winds

Counterclockwise gyrein central-northern partof Bohai Sea

Page 10: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Monsoon

summer monsoonJun - Sep

winter monsoonNov - Mar

Siberian High

Relatively strong, cold and dry NW-NE winds

Low over East Asia

Relatively weak, warm and moist SE-SW winds

Page 11: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Tidal Harmonics

Page 12: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Model Features

COHERENS – Coupled Hydrodynamical- Ecological Model for Regional and Shelf Seas

3-D hydrodynamical model coupled to sediment, contaminant, and biological models

Flexibility

Developer: EU Marine Science and Technology (MAST)

Page 13: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Hydrohynamical Equations Governing Primitive Equations derived from

Navior-Stokes Equations

Boussinesq approximation, hydrostaticequilibrium and incompressibility

Mode-splitting technique – coupling betweenexternal and internal modes

Sea surface elevation and depth-integratedvelocities – external mode

Three dimensional currents, temperatureand salinity – internal mode

Page 14: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Discretization

Formulation in spherical coordinates (λ,φ,z)

Vertical terrain-following coordinate – σ

Sigma coordinate – 0 at the bottom and1 at the surface – 16 levels

, -h z

Horizontal differencing – Arakawa staggeredC-scheme – 2nd order centered

Horizontal grid – 62x50 points - 9 km

z h

h

Page 15: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Other Features

Coastline and bottom topography – DBDB55’ resolution

External time step – 15 sec Internal time step – 10 min

Free surface BC and slip bottom BC Zero gradient open BC

Spinup – Jul 01 1999 to Jan 01 2000 - 0000Z

Simulations – Jan 01 2000 to Dec 31 2000

Page 16: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Initialization

Initial conditions for Spinup – GDEM climatological data, and zero velocities and sea surface elevation

Initial conditions for simulations – last information obtained in the spinup for all scalar and vector parameters

Page 17: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Initial sea surface temperature

Page 18: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Initial sea surface salinity

Page 19: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Forcings

Tidal harmonics at open boundary phase and amplitude: M2, S2, N2, K2,

K1, O1, P1 and Sa

Climatological data at open boundary monthly GDEM temperature and salinity Atmospheric forcing over the sea surface (Full flux forcing)

No river runoff

Page 20: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Atmospheric Forcing Function

National Center for Environmental Prediction (NCEP) Reanalysis Data – 2.5° global grid (4 times daily) and interpolated to model grid

Parameters: wind components at 10 m, air temperature, sea surface pressure, relative humidity, precipitation rate and cloudiness

Interpolated on each time step

Page 21: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Air Temperature at Sea Surface15 January 2000

15 July 2000

Page 22: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Wind Field at 10 m15 January 2000

15 July 2000

Page 23: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Sea Surface Pressure

15 January 2000

15 July 2000

Page 24: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Relative Humidity15 January 2000

15 July 2000

Page 25: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Cloudiness

15 January 2000

15 July 2000

Page 26: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

0

Precipitation Rate

15 January 2000

15 July 2000

Page 27: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Experiments

Control Run – all forcing functions

Non-Fluxes Run – exclude heat and salt fluxes

Non-Tidal Run – tide effect not considered

Non-Wind Run – no surface stress due to winds

Adopted same settings for all runs – types ofturbulence scheme, advection and diffusion

Page 28: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Control Run

Most complete case

Analysis based on T, S and V fields

Plots only January and July

Zonal and Meridional Vertical Cross-Sections

Page 29: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

surface

Horizontal Temperature and Velocity Vectors

Head of Gulfs are colder Northern Bohai Strait warmer Velocities are S-SE and strong Inflow at open boundary and outflow at the southern part

January 2000

July 2000 Head of Gulfs are warmer N Bohai Strait relatively cold Open boundary is colder Currents flow NE Still strong current at N Bohai Strait

Page 30: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

mid-depth

January 2000

July 2000

Confirms warmer N Bohai Strait Relatively low temperature at central basin Currents weaker than at surf

Warm region at central basin Penetration of sub-surface cold water mass from YS Currents weaker than at surf Anticyclonic gyre at central basin

Page 31: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

bottom

January 2000

July 2000

Temperature almost the same as the SST field Currents are more N-NE, but weaker

Temperature different from the SST field Presence of cold water mass from YS – North YS Bottom Cold Water

Page 32: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Vertical Temperature Cross-Sections

Along meridian 121º01’E

January 2000

July 2000

Vertically uniform Shallow regions are colder

Some stratification North YS Bottom Cold

Water Surface and shallow regions are warmer

Page 33: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Along parallel 38º35.5’N

January 2000

July 2000

No stratification

Some stratification

Page 34: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Horizontal Salinity Field

surface

15 January 2000

15 July 2000

Fresher region near Huanghe River delta Saltier at central basin

Saltier at Bohai Gulf head Values have increased slowly along the year No river runoff

Page 35: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Vertical Salinity Cross-Sections

Along meridian 121º01’E

Vertically uniform

Little stratification

15 January 2000

15 July 2000

Page 36: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Along parallel 38º35.5’N

Vertically uniform

Little stratification

15 July 2000

15 January 2000

Page 37: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Effects of Surface ThermohalineForcing (Control – No Fluxes)

Winter (January): cooling, reduction of the circulation, minor effect on salinity. The effects are vertically uniform.

Summer (July): warming, saline, enhancement of the circulation. The effects decrease with depth except in the shallow water regions. There is no effect on temperature in the deeper layer connecting to the Yellow Sea.

Page 38: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Temperature and Velocity Differences

July 2000 July 2000

January 2000 January 2000

surface bottom

Page 39: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

In winter vertically uniform, while in summer some stratification

July 2000 July 2000

January 2000 January 2000

Page 40: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Salinity Differences

surface

Differences increase along the year

Head of Gulfs present highest differences

Bohai Strait and eastern boundary have smaller differences

15 July 2000

15 January 2000

Page 41: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Surface layer more affected by salt fluxes and even more in July

15 July 2000 15 July 2000

15 January 2000 15 January 2000

Page 42: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Wind Effect (Control – No Wind)

Winter (January): cooling in deeper region, warming at southern Bohai Strait, enhancement of the circulation, presence of salty and fresher spots in the central basin. The effects are vertically uniform.

Summer (July): warming in central basin and in shallow regions, cooling in deeper region, enhancement of the circulation, fresher at surface layer. There is some variability in the surface layer.

Page 43: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Temperature and Velocity Differences

July 2000July 2000

January 2000January 2000

surface

Page 44: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Salinity Differences

15 July 200015 July 2000

surface

15 January 200015 January 2000

Page 45: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Tidal Mixing (Control - No Tides)

Winter (January): reduction of the circulation in the central basin, variable effect on temperature. The effects are vertically uniform.

Summer (July): warming close to the bottom and cooling in surface layer, enhancement of the circulation in the central basin. There is no effect on temperature in the deeper layer connecting to the Yellow Sea.

Page 46: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Temperature and Velocity Differences

July 2000July 2000

surface

January 2000January 2000

Page 47: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Salinity Differences

15 July 200015 July 2000

15 January 200015 January 2000

surface

Page 48: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Turbulence Study Vertical eddy viscosity and diffusion coefficients parameterized by turbulence scheme

Study = “k-l” x “k-”

Spatial and Seasonal comparisons

Observed parameter – TKE

Selected 6 points

January and July

Page 49: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

July – Sta # 3

January – Sta # 2

Spatial and Seasonal Comparison

“k-l” (green) > “k-” (blue)

Page 50: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Diurnal and Seasonal Variation

“k-” Turbulence Closure Scheme

15 January 2000

15 July 2000

Summer reaches higher values Summer has weak turbulence in deeper layer

Sta # 4

15 January 2000

15 July 2000

Sta # 5

Page 51: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

15 January 2000

15 July 2000

“k-l” Turbulence Closure Scheme

Sta #1

Sta # 615 January 2000

15 July 2000

Summer is highly turbulent at mid-depth Summer has weak turbulence in deeper layer

Page 52: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Pattern of TKE Profiles

Page 53: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Conclusions Seasonal circulation patterns and temperature fields are reasonably well simulated

Salinity is not as well simulated as temperature, probably due to no river runoff

Winter monsoon season presents vertically uniform thermohaline structure, while summer monsoon season presents a multi-layer structure

Wind effect is the major forcing for driving surface currents

The Heat fluxes are the predominant driving force for the thermal structure

Page 54: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Conclusions

Tidal mixing is responsible for deep layer characteristics. It cools the surface layer and warms the deeper layer in the summer (i.e., vertical mixing)

“k-l” scheme provides higher TKE than “k-” scheme

Summer has weaker turbulence at deeper layer than in winter

Page 55: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Recommendations

Extend simulation to Yellow Sea, East China Sea and South China Sea

Include river runoff

Assimilate MCSST and Scatterometer Winds

Detailed study of the tidal effect on surfaceelevation and main harmonics

Page 56: Simulation of the Bohai Sea Circulation and Thermohaline Structure Using a Coupled Hydrodynamical-Ecological Model by LCDR Rodrigo Obino Brazilian Navy

Questions ?