Interannual and seasonal variability and future forecasting of pCO2(water) using the ARIMA model and CO2 fluxes in a tropical estuary

• Published in: Environmental monitoring and assessment 2023-10, Vol.195 (10), p.1225-1225, Article 1225
• Main Authors: Swain, Sanhita, Pattanaik, Suchismita, Akhand, Anirban, Chanda, Abhra, Sahu, Rabi Narayan, Majhi, Arakshita, Panda, Chitta Ranjan, Satapathy, Deepty Ranjan, Sahoo, Ranajit Kumar, Roy, Rajdeep, Vedabrata, Arya
• Format: Article
• Language: English
• Subjects: Alkalinity; Annual variations; Atmosphere; Atmospheric Protection/Air Quality Control/Air Pollution; Autoregressive models; Carbon budget; Carbon dioxide; Carbon dioxide exchange; Carbon dioxide fixation; Carbon dioxide flux; Carbon sequestration; Carbonates; Earth and Environmental Science; Ecology; Ecotoxicology; Efflux; Emission analysis; Environment; Environmental Management; Environmental monitoring; Estuaries; Estuarine dynamics; Fluxes; Gas exchange; Inflow; Interannual variations; Monitoring/Environmental Analysis; Monsoons; Nutrients; Partial pressure; Photosynthesis; Phytoplankton; River discharge; River flow; Salinity; Seasonal variability; Seasonal variation; Seasonal variations; Seasonality; Water; Water inflow; Water temperature; Wind
• ISSN: 0167-6369; 1573-2959
• DOI: 10.1007/s10661-023-11816-3

The seasonal and interannual variation in the partial pressure of carbon dioxide in water [pCO 2 (water)] and air-water CO 2 exchange in the Mahanadi estuary situated on the east coast of India was studied between March 2013 and March 2021. The principal aim of the study was to analyze the spatiotemporal variability and future trend of pCO 2 and air-water CO 2 fluxes along with the related carbonate chemistry parameters like water temperature, pH, salinity, nutrients, and total alkalinity, over 9 years. The seasonal CO 2 flux over nine years was also calculated using five worldwide accepted equations. The seasonal map of pCO 2 (water) followed a general trend of being high in monsoon (2628 ± 3484 μatm) associated with high river inflow and low during pre-monsoon (445.6 ± 270.0 μatm). High pCO 2 in water compared to the atmosphere (average 407.6–409.4 μatm) was observed in the estuary throughout the sampling period. The CO 2 efflux computed using different gas transfer velocity formulas was also consistent with pCO 2 water acquiring the peak during monsoon in the Mahanadi estuary (6033 ± 9478 μmol m −2 h −1 ) and trough during pre-monsoon (21.66± 187.2 μmol m −2 h −1 ). The estuary acted as a net source of CO 2 throughout the study period, with significant seasonality in the flux magnitudes. However, CO 2 sequestration via photosynthesis by phytoplankton resulted in lower emission rates toward the atmosphere in summer. This study uses the autoregressive integrated moving average (ARIMA) model to forecast pCO 2 (water) for the future. Using measured and predicted values, our work demonstrated that pCO 2 (water) has an upward trend in the Mahanadi estuary. Our results demonstrate that long-term observations from estuaries should be prioritized to upscale the global carbon budget.