The pH-Salinity Divergence Index (PSDI): a depth-resolved metric for estuarine mixing dynamics

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Authors: Soufiane Haddout, Mariusz Ptak, Igor Ljubenkov, K. L. Priya, Antonio Mubanho Hoguane
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Abstract

In estuaries, pH and salinity exhibit interdependent gradients due to the mixing of acidic freshwater and alkaline seawater, yet existing metrics often overlook this chemical divergence, creating a knowledge gap in quantifying depth-resolved mixing dynamics. This study introduces the pH-Salinity Divergence Index (PSDI), a chemical metric designed to quantify estuarine mixing dynamics using depth-resolved pH and salinity profiles collected at three stations (S1: 1 km, S2: 4 km, S3: 7 km from the estuary mouth) during high tide (HW) and low tide (LW) tides on 11 October 2021, 20 March 2022, and 2 July 2022. The PSDI, defined as the normalized divergence between pH and salinity gradients, identifies Station 3 as a dynamic mixing zone with elevated PSDI values (up to 3.5), driven by steep salinity (e.g., 19.3–20.99 ppt, 20 March 2022) and pH (7.10–7.19) gradients. Station 1 exhibits stable conditions with low PSDI (up to 1.5), high salinity (∼29–35 ppt), and pH (∼8.3–8.4), while Station 2 shows intermediate PSDI (up to 2.7) with salinity (∼24–31 ppt) and pH (∼7.3–8.1). Temperature (17–23 °C) had minimal influence (R2 = 0.01, p = 0.32). Validated against salinity gradients (r = 0.87, p < 0.001 at S3), the PSDI demonstrates high sensitivity (0.16 PSDI per ppt/m), precision (coefficient of variation, CV

Fields of Study & Subjects

Oceanographic and Atmospheric Processes Marine and coastal ecosystems Water Quality and Resources Studies

Publication details

Journal / source
Figshare
Publication date
9 February 2026