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BBP QC Delayed Mode
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BBP QC - Biogeochemical Argobiogeochemical-argo.org/cloud/document/meetings/admt/16/admt16... · Matchup —Seaside Rendez—vous Profileur : All 0,05 0,01 0,005 0,001 Current selection

Mar 14, 2018

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Page 1: BBP QC - Biogeochemical Argobiogeochemical-argo.org/cloud/document/meetings/admt/16/admt16... · Matchup —Seaside Rendez—vous Profileur : All 0,05 0,01 0,005 0,001 Current selection

BBP QC

Delayed Mode

Page 2: BBP QC - Biogeochemical Argobiogeochemical-argo.org/cloud/document/meetings/admt/16/admt16... · Matchup —Seaside Rendez—vous Profileur : All 0,05 0,01 0,005 0,001 Current selection

• Databases remain to be developped

bb DM QC: Comparison with databases of reference

Page 3: BBP QC - Biogeochemical Argobiogeochemical-argo.org/cloud/document/meetings/admt/16/admt16... · Matchup —Seaside Rendez—vous Profileur : All 0,05 0,01 0,005 0,001 Current selection

Input data• Remote sensing product (bbp, Chla)• Argo TS• Time of the year

Ouput• Retrieval of the vertical profile of bbp

Note the Argo data serve as input while the Bio-Argo data are only used for training and validating the neural network

Page 4: BBP QC - Biogeochemical Argobiogeochemical-argo.org/cloud/document/meetings/admt/16/admt16... · Matchup —Seaside Rendez—vous Profileur : All 0,05 0,01 0,005 0,001 Current selection

Performance of the bbp profile retrieval

Page 5: BBP QC - Biogeochemical Argobiogeochemical-argo.org/cloud/document/meetings/admt/16/admt16... · Matchup —Seaside Rendez—vous Profileur : All 0,05 0,01 0,005 0,001 Current selection

Performance of the bbp profile retrieval

Page 6: BBP QC - Biogeochemical Argobiogeochemical-argo.org/cloud/document/meetings/admt/16/admt16... · Matchup —Seaside Rendez—vous Profileur : All 0,05 0,01 0,005 0,001 Current selection

Chla CDOM

Measuring the black during float qualification in the pool

Page 7: BBP QC - Biogeochemical Argobiogeochemical-argo.org/cloud/document/meetings/admt/16/admt16... · Matchup —Seaside Rendez—vous Profileur : All 0,05 0,01 0,005 0,001 Current selection

Measuring the black during float qualification in the pool

bbp

Page 8: BBP QC - Biogeochemical Argobiogeochemical-argo.org/cloud/document/meetings/admt/16/admt16... · Matchup —Seaside Rendez—vous Profileur : All 0,05 0,01 0,005 0,001 Current selection

Monitoring at depth is important (not necessarily stable as expected for Chla)

Time series analysis: deep monitoring and correction

Page 9: BBP QC - Biogeochemical Argobiogeochemical-argo.org/cloud/document/meetings/admt/16/admt16... · Matchup —Seaside Rendez—vous Profileur : All 0,05 0,01 0,005 0,001 Current selection

Boss et al., 2008

bb DM QC: comparison with satellite data

Page 10: BBP QC - Biogeochemical Argobiogeochemical-argo.org/cloud/document/meetings/admt/16/admt16... · Matchup —Seaside Rendez—vous Profileur : All 0,05 0,01 0,005 0,001 Current selection

bb DM QC: comparison with satellite data

http://seasiderendezvous.fr/

Page 11: BBP QC - Biogeochemical Argobiogeochemical-argo.org/cloud/document/meetings/admt/16/admt16... · Matchup —Seaside Rendez—vous Profileur : All 0,05 0,01 0,005 0,001 Current selection

bb DM QC: comparison with satellite data

Page 12: BBP QC - Biogeochemical Argobiogeochemical-argo.org/cloud/document/meetings/admt/16/admt16... · Matchup —Seaside Rendez—vous Profileur : All 0,05 0,01 0,005 0,001 Current selection

bb DM QC: comparison with satellite data