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Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright Fellow - Greece

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Page 1: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright

Particulate Organic Carbon (POC) measured from satellites

Wilford GardnerMary Jo RichardsonYoung Baek SonAlexey Mishonov

Texas A&M University

Fulbright Fellow - Greece

Page 2: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright

OCTET working group report

Page 3: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright

Particle concentration versus depth

Biogenic particles dominate

Page 4: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright

QuickTime™ and aTIFF (Uncompressed) decompressor

are needed to see this picture.

Page 5: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright

Chlorophyll content from ocean colorChlorophyll content from ocean colorRelated to phytoplankton biomassRefined over the last 30 yearsModels to determine primary productionMethods to determine phytoplankton types

Our goal: Determine Particulate Organic Carbon(POC) from ocean color

Why? Bulk Chl ranges from 0.1 to 2% of POCChl is about 1.5 - 4 % of phyto biomass POC is about 50% of biomass Increase spatial and temporal resolution

of carbon dynamics in oceanMonitor past and predict future impacts

of climate change on carbon budget

Page 6: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright

Study hydrography of NE Gulf of Mexico

9 cruises over 3 years, 60 POC stations per cruise

Page 7: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright

POC concentration versus beam attenuation

POC/PM > or < 25%

Page 8: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright

POC (mg m-3) distribution contoured from surface bottle data

Page 9: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright

POC versus Chl

POC versus K490

Previous efforts to estimate POC from satellite data Stramski et al, 1999

POC versus Lwn555-not shown

Page 10: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright

Upwelled irradiance versus POC at 6 wavelengths

Page 11: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright

Upwelled irradiance at 6 wavelengths, binned concentrations 20 - >550 mg m-3

Page 12: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright

Garrison Fig. 6.12b

Bars show depths at which only 1% of the light energy remains

Page 13: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright

Upwelled irradiance at 6 wavelengths, binned concentrations 20 - >550 mg m-3

Page 14: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright

NDCI _Lwn =Lwn(555)− Lwn(443)( )

Lwn(555)+ Lwn(443)( )

⎣ ⎢

⎦ ⎥

POC = 10(1.08×NDCI _ Lwn3+1.09×NDCI _ Lwn2+1.37×NDCI _ Lwn+ 2.26)

3rd order polynomial fit of data

Normalized Difference Carbon Index

Page 15: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright

Upwelled irradiance at 6 wavelengths, binned concentrations 20 - >550 mg m-3

Page 16: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright

MNDCI _Lwn =Lwn(555)− max(Lwn(412),Lwn(443),Lwn(490)){ }

Lwn(555)+ max(Lwn(412),Lwn(443),Lwn(490)){ }

⎣ ⎢ ⎢

⎦ ⎥ ⎥

POC = 10(4.36×MNDCI _ Lwn5+1.77×MNDCI _ Lwn4 −1.98×MNDCI _ Lwn3 −0.21×MNDCI _ Lwn2+1.78×MNDCI _ Lwn+ 2.45)

5th order polynomial fit of data

Maximum Normalized Difference Carbon Index

Page 17: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright

POC from bottles

POC from MNDCI

July 2000

Page 18: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright

POC from bottles

POC from MNDCI

April 2000

Page 19: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright

[Pg C] or Pg C/yr Sabine et al., 2004 SCOPE 62

Page 20: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright

HCMR PM and POC data - testing algorithms

Page 21: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright
Page 22: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright

Conclusions

Shipboard sampling is insufficient - obviously

Algorithm development of upper ocean parameters is needed

Allows global measurementsBeyond physical and political reality with ships

POC can be well correlated with ocean color Greater spatial & temporal resolution Can guide sampling strategies Test for impacts of climate change - need time series Necessary for ocean modeling - predict future impacts

Page 23: Particulate Organic Carbon (POC) measured from satellites Wilford Gardner Mary Jo Richardson Young Baek Son Alexey Mishonov Texas A&M University Fulbright

Thanks for sharing your beautiful country with us!