The greater residuals in the deeper waters could result from dissolution of carbonate minerals and contributions from water masses with different TA–SAL relationships. As a result, the TA–SAL relationship in (2) should only selleck chemicals llc be used for mixed layer waters of the Pacific study area where

nitrate concentrations are less than 15 μmol kg− 1. Data used to derive the TA–SAL relationship in (2) were collected over a number of years covering El Niño and non-El Niño events (Table 1). We investigated how the time and location of sampling for TA might influence the calculated TA values by classifying measured TA surface values as collected in El Niño or non-El Niño conditions using the Oceanic Niño Index (ONI). The ONI is a three-month running mean of NOAA ERSST.v3 SST anomalies in the Niño 3.4 (5°N:5°S, 170°W:120°W) region based on the 1971–2000 period (http://www.cpc.ncep.noaa.gov/data/indices/). Data collected within the Niño 3.4 and Niño 4 (5°S:5°N, 160°E:150°W) regions were identified and assigned to El Niño events when the SST anomalies where above ALK inhibitor 0.5 °C for 3 consecutive months, or La Niña events when the SST anomalies where below 0.5 °C for 3 consecutive months. If the ONI was less than 0.5 °C over the 3 consecutive

months, these values were assigned a “neutral” condition. All data collected outside of the Niño 4 and Niño 3.4 regions were considered less likely to be influence by La Niña and El Niño events and in Table 1 have been assigned as “outside”. For all samples, 13% were collected during an El Niño condition, 11% during a non-El Niño condition (5% of La Niña and 6% of neutral events), and 76% were outside the Niño 3.4 and Niño 4 regions (Table 1). The TA–SAL relationship of (2) was found to be independent of the El Niño or non-El Niño conditions in the study area (Fig. 3). Thus, the Eq. (2) relationship appears to be applicable for all phases of ENSO. The earlier relationships used to estimate TA of Chen and Pytkowicz (1979) and Lee et al. (2006) covered a greater region of

the ocean and include temperature and salinity terms. Y-27632 in vivo The greater range of the residuals of the Chen and Pytkowicz equations (− 45 to 20 μmol kg− 1, Fig. 3a) compared to (2) is likely due to their relationship using a limited amount of data collected between August 1973 and June 1974 during the Pacific Geochemical Ocean Section Study. The Lee et al. (2006) relationships were based on more data than Chen and Pytkowicz and the calculated TA residuals compared to measured values are smaller. However, the variance of the fit over the study region as indicated by the slopes of the lines in Fig. 3b was greater than the Eq. (2) fit (Fig. 3c). Eq. (2) is an updated version of the relationship of Christian et al. (2008), which only used data reported in the GLODAP database (http://cdiac.ornl.gov/oceans/glodap/) and (2) also includes more recent data from the CARINA database (http://cdiac.ornl.gov/oceans/).