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OA timeseries observations in the California Current Ecosystem LTER region Uwe Send, Mark Ohman, Todd Martz Scripps Institution of Oceanography

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Page 1: OA timeseries observations in the California Current Ecosystem LTER region … · 2017-04-07 · OA timeseries observations in the California Current Ecosystem LTER region Uwe Send,

OA timeseries observations in the California Current Ecosystem LTER region

Uwe Send, Mark Ohman, Todd Martz Scripps Institution of Oceanography

Page 2: OA timeseries observations in the California Current Ecosystem LTER region … · 2017-04-07 · OA timeseries observations in the California Current Ecosystem LTER region Uwe Send,

CalCOFI SHIPBOARD - CalCOFI shipboard sampling , 4X y-1 14 stations, 0-500 m – (Andrew Dickson)

- Continuous underway pCO2 , pH on CalCOFI cruises (Todd Martz; Chris Sabine)

PROXY RELATIONSHIPS Alin et al. (2012) carbonate system proxies, developed mainly from CalCOFI measurements

MOORINGS (N=3) pCO2 pH, O2 (Uwe Send, Mark Ohman)

CCE1 (Core of CA Current ) Nov. 2008- Dec. 2009- CCE2 (Pt. Conception upwelling) Jan. 2010- Jan. 2010- Del Mar (continental shelf) --- O2 (~2006-), pH (~2010-) [not continuous]

Spray GLIDERS ~ 2012- [some missions equipped with O2 sensors; combined with Alin et al. (2012) proxy] (Dan Rudnick and Mark Ohman working toward making all glider missions on CalCOFI lines 80 & 90 O2-equipped)

Carbonate system measurements in the CCE-LTER/CalCOFI region supported by NOAA and NSF

Page 3: OA timeseries observations in the California Current Ecosystem LTER region … · 2017-04-07 · OA timeseries observations in the California Current Ecosystem LTER region Uwe Send,

shelf (Del Mar)

upwelling (CCE2) California Current

(CCE1)

data views on http://mooring.ucsd.edu/CCE http://mooring.ucsd.edu/DelMar

5-9 years of OA timeseries from moorings covering 3 regimes

Gives time evolution of this over days to years

Feely et al 2008

Page 4: OA timeseries observations in the California Current Ecosystem LTER region … · 2017-04-07 · OA timeseries observations in the California Current Ecosystem LTER region Uwe Send,

With very careful calibration, processing, and quality control, some autonomous sensors can now give data comparable to ship sampling. Continuous measurements from moorings are an important complement to occasional sampling from ships. Timescales: - Diurnal and tidal (1 day) - Upwelling/mixing events (1 week) - Changes in source water masses (months to a year) - Climate variability, e.g. ENSO, NPGO, warm anomaly (multi-year) (tracking time evolution and how the low-frequency changes affect high-frequency events)

Chl fluorescence

NO3

oxygen

pH

Information content of continuous autonomous timeseries

Page 5: OA timeseries observations in the California Current Ecosystem LTER region … · 2017-04-07 · OA timeseries observations in the California Current Ecosystem LTER region Uwe Send,

Ability to study events

CO2

NO3

O2

pH

density

Chl fluorescence

isotherm depth

Upwelling/ relaxations in 2011 at CCE2

Page 6: OA timeseries observations in the California Current Ecosystem LTER region … · 2017-04-07 · OA timeseries observations in the California Current Ecosystem LTER region Uwe Send,

Statistics of upwelling events (3 years) at CCE2, 15m

Ωarag

pH

DO (μM/L)

Page 7: OA timeseries observations in the California Current Ecosystem LTER region … · 2017-04-07 · OA timeseries observations in the California Current Ecosystem LTER region Uwe Send,

Interannual changes in pH and Ωarag

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan

1

1.5

2

2.5

3

W a r a

g

e s t

Julian day

Aragonite Saturation at CCE2 at 15m

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan

0.8

1

1.2

1.4

1.6

1.8

2

2.2

2.4

W a r a

g

e s t

Julian day

Aragonite Saturation at CCE2 at 76m

2011

2012

2013

2014

2015

2011

2012

2013

2014

Page 8: OA timeseries observations in the California Current Ecosystem LTER region … · 2017-04-07 · OA timeseries observations in the California Current Ecosystem LTER region Uwe Send,

Interannual changes in pH and Ωarag

Page 9: OA timeseries observations in the California Current Ecosystem LTER region … · 2017-04-07 · OA timeseries observations in the California Current Ecosystem LTER region Uwe Send,

Low density, depressed isotherms, etc, already present at beginning of the season…

Page 10: OA timeseries observations in the California Current Ecosystem LTER region … · 2017-04-07 · OA timeseries observations in the California Current Ecosystem LTER region Uwe Send,

Evaluation and monitoring of algorithm accuracy

Mar Apr May Jun Jul Aug Sep Oct Nov7.7

7.75

7.8

7.85

7.9

7.95

8

8.05

8.1

8.15

8.2

2011

pH

CCE2 pH timeseries at 16m

Mooring measurement

Alin estimate

CalCOFI

Alin et 2012 algorithm for pH (calculated from O2, T) tested at Del Mar mooring at 100m.

15m (at CCE2) is the limit of validity, tested here at the CCE2 mooring.

Page 11: OA timeseries observations in the California Current Ecosystem LTER region … · 2017-04-07 · OA timeseries observations in the California Current Ecosystem LTER region Uwe Send,

Dynamic variability of elemental ratios: new production

B

NO

3

- :O2

-0.3

-0.2

-0.1

0.0

C

NO

3

- :DIC

-0.05

0.00

0.05

0.10

0.15

0.20

f-ra

tio

-0.2

0.0

0.2

0.4

0.6

0.8

1.0

1.2

D

2011

Apr May Jun Jul Aug Sep Oct

DIC

:O2

-1.4

-1.2

-1.0

-0.8

-0.6

-0.4

A

O2

180

200

220

240

260

280

300

320

340

360

NO3

-

0

5

10

15

20

25

mo

l kg

-1

2020

2040

2060

2080

2100

2120

2140

2160

2180

2200

DIC

Nutrient Overconsumption?

Redfieldian

New Production

Mixed

Production

Regenerated

Production

5 day ratio and 95% CI

mean 8 mo. ratio

Redfiled Ratio

Can estimate uptake and remineralization ratios estimated from high-passed sensor data.

(Martz et al, 2014)

• mean is close to traditional Redfield Ratios, but large daily to weekly changes • suggests regime shifts between Redfieldian New Production, Regenerated

Production, and Nutrient Overconsumption.

Page 12: OA timeseries observations in the California Current Ecosystem LTER region … · 2017-04-07 · OA timeseries observations in the California Current Ecosystem LTER region Uwe Send,

Nutrient/chlorophyll budgets for upwelling events

Infer NO3 of freshly upwelled water from temperature (not changing fast)

By the time water arrives at CCE2

mooring NO3 has been used

deficit/usage

quantitative relation between

“used” nutrients and created

phytoplankton

bandpassed

Page 13: OA timeseries observations in the California Current Ecosystem LTER region … · 2017-04-07 · OA timeseries observations in the California Current Ecosystem LTER region Uwe Send,

Carbon budgets for upwelling events

∆X

dt= fgas + fent + fdiff + fadv + fu/r + fNCM MLD

B

2011

Mar Apr May Jun Jul Aug Sep Oct Nov

DIC

(m

ol C

kg

-1)

-150

-100

-50

0

50

100

150

Observed

f

A

(kg m-3)

24.0 24.5 25.0 25.5 26.0

DIC

(m

ol C

kg

-1)

1950

2000

2050

2100

2150

2200

2250

Use density to infer DIC of freshly upwelled water, and compare to actual DIC

Difference on event timescales is due to air-sea flux and Net Community Production (NCP).

Doing the same for oxygen gives another estimate for NCP consistency check

Full budgets (on longer timescales and away from active upwelling) requires spatial gradients for advection estimates:

Page 14: OA timeseries observations in the California Current Ecosystem LTER region … · 2017-04-07 · OA timeseries observations in the California Current Ecosystem LTER region Uwe Send,

Spatial DIC gradients from ship surveys

Early very crude attempt for DIC advection estimate was promising:

Will enable: - annual air-sea fluxes; - gradients for budgets; - validation of mooring data

LTER supplement funded a new underway system

Page 15: OA timeseries observations in the California Current Ecosystem LTER region … · 2017-04-07 · OA timeseries observations in the California Current Ecosystem LTER region Uwe Send,

Effect of acidification on organisms

Continuous pH variability from moorings has been used to control/force experiments in the Levin lab at SIO.

Page 16: OA timeseries observations in the California Current Ecosystem LTER region … · 2017-04-07 · OA timeseries observations in the California Current Ecosystem LTER region Uwe Send,

Pt.Conception

Gliders (CORC, LTER, Moore)

CalCOFI/ LTER

CCE-1 (SIO/ SWFSC/PMEL)

CCE-2

Complementarity of timeseries with other observations

- Ships sample many variables and provide ground truth - Gliders provide cross-shelf sampling with a few variables - Moorings give full time sampling, wide range of variables

CalCOFI line 80

Page 17: OA timeseries observations in the California Current Ecosystem LTER region … · 2017-04-07 · OA timeseries observations in the California Current Ecosystem LTER region Uwe Send,

Summary

Timeseries enable understanding of events and extremes, and their statistics. Real-time monitoring of surface-to-bottom conditions possible which can trigger responses (targeted sampling, mitigation of impacts, etc). Continuous observations can observe evolution of anomalies and their origin. Need to observe sub-surface in upwelling and undercurrent regimes. Combined observations with density, oxygen, nitrate allow budget and new production estimates. Observed changes in pH are being used for experiments about impact on organisms. Combination with autonomous fisheries acoustic sensors starting to assess impact of habitat changes on populations, migrations, stock.