Modelling carbon dioxide gas emission from Notopterus chitala fish ponds by stella software

Nguyen Van So, Le Anh Tuan
Author affiliations

Authors

  • Nguyen Van So Department of Natural Resources and Environment of Hau Giang province, no 3, Xo Viet Nghe Tinh street, ward V, Vi Thanh city, Hau Giang province, Viet Nam
  • Le Anh Tuan College of Environment and Natural Resources, Can Tho University, Campus II, 3/2 street, Xuan Khanh ward, Ninh Kieu district, Can Tho city, Viet Nam

DOI:

https://doi.org/10.15625/2525-2518/16746

Keywords:

Carbon dioxide, Greenhouse gas emission, Notopterus chitala fish ponds, Stella model, Water quality

Abstract

The rapid development of the areas of ​​Notopterus chitala fish ponds in Hau Giang province in recent years has raised a question about greenhouse gas emissions, in the form of total carbon dioxide equivalents (CO2e). There are many parameters that affect greenhouse gas emissions in a fish pond, such as amount of feed, dissolved oxygen (DO), chemical oxygen demand (COD) in the water, pH, water temperature, windy velocity and sunlight reaching the pond surface. In this study, a System Thinking, Experimental Learning Laboratory with Animation, shortly called as Stella is applied as a visual programming language for system dynamics modelling in order to find the relationship between simulated CO2 and measured CO2 in Notopterus chitala fish pond. Three ponds were used for measuring average pH, temperature, feeds, DO, COD and phytoplankton inside the ponds while windy speed and light intensity data were collected from a Weather Station nearby. The results of model calibration and validation showed that the Stella 8.0 can be used as predictable tool for the change in time of CO2 emission during 240 days of fishing. Model can help fishing farmers to adjust the quantity of feeds and control the water quality in their Notopterus chitala fish ponds to reduce greenhouse gas emissions appropriately.

Downloads

Download data is not yet available.

References

IPCC, Climate Change 2014 - Synthesis Report. 2015. 167.

NOAA. Trends in Atmospheric Carbon Dioxide. 2020 [cited 2020 15-02]; Available from: https://www.esrl.noaa.gov/gmd/ccgg/trends/.

Yang W. B., Yuan C. S. Tong C., Yang P., Yang L., and Huang B. Q. - Diurnal variation of CO2, CH4, and N2O emission fluxes continuously monitored in-situ in three environmental habitats in a subtropical estuarine wetland, Marine Pollution Bulletin 119 (1) (2017) 289-298. DOI: https://doi.org/10.1016/j.marpolbul.2017.04.005

Soni P., Taewichit C., and Salokhe V. M. - Energy consumption and CO2 emissions in rainfed agricultural production systems of Northeast Thailand, Agricultural Systems 116 (2013) 25-36. DOI: https://doi.org/10.1016/j.agsy.2012.12.006

Yang P., Zhang Y., Lai D. Y. F., Tan L., Jin B., and Tong C. - Fluxes of carbon dioxide and methane across the water–atmosphere interface of aquaculture shrimp ponds in two subtropical estuaries: The effect of temperature, substrate, salinity and nitrate, Science of the total Environment 635 (2018) 1025-1035. DOI: https://doi.org/10.1016/j.scitotenv.2018.04.102

Grasset C., et al. - The CO2 -equivalent balance of freshwater ecosystems is non-linearly related to productivity, Glob Chang Biol, 2020. DOI: https://doi.org/10.1111/gcb.15284

Boyd C. E., Wattten B J., Goubier V., and Wu R. - Gas supersaturation in surface waters of aquaculture ponds, Aquacultural Engineering 13 (1) (1994) 31-39. DOI: https://doi.org/10.1016/0144-8609(94)90023-X

Kumar K., Dasgupta C. N., Nayak B., Lindblad P., and Das D. - Development of suitable photobioreactors for CO2 sequestration addressing global warming using green algae and cyanobacteria, Bioresource Technology 102 (8) (2011) 4945-4953. DOI: https://doi.org/10.1016/j.biortech.2011.01.054

Vasanth M., Muralidhar, M., Saraswathy, R., Nagavel, A., Dayal, J. S., Jayanthi, M., Lalitha, N., Kumararaja, P., and Vijayan, K. K. - Methodological approach for the collection and simultaneous estimation of greenhouse gases emission from aquaculture ponds, Environ Monit Assess 188 (12) (2016) p. 671. DOI: https://doi.org/10.1007/s10661-016-5646-z

He L., Subramanian V. R., and Tang Y. J. - Experimental analysis and model-based optimization of microalgae growth in photo-bioreactors using flue gas, Biomass and Bioenergy 41 (2012) 131-138. DOI: https://doi.org/10.1016/j.biombioe.2012.02.025

Henze M., Gujer W., Mino T., Matsuo T., Wentzel. M. C., and Marais G. R. - Wastewater and biomass characterization for the activated sludge model no. 2: biological phosphorus removal, Water Science and Technology 31 (2) (1995) 13-23. DOI: https://doi.org/10.2166/wst.1995.0064

Yang R., Chen B., Liu H., Liu Z., and Yan H. - Carbon sequestration and decreased CO2 emission caused by terrestrial aquatic photosynthesis: Insights from diel hydrochemical variations in an epikarst spring and two spring-fed ponds in different seasons, Applied Geochemistry 63 (2015) 248-260. DOI: https://doi.org/10.1016/j.apgeochem.2015.09.009

Rudstam L. G. - Exploring the dynamics of herring consumption in the Baltic: Applications of an energetic model of fish growth. Kieler Meeresforsch., Sonderh 6 (1988) 312-322.

Blake R. W. - Swimming in the electric eels and knifefishes, Canadian journal of Zoology 61 (6) (1983) 1432-1441. DOI: https://doi.org/10.1139/z83-192

Kayombo S., Mbwette T. S. A., Mayo A. W., Katina J. H. Y., and Jorgensen S. E. - Modelling diurnal variation of dissolved oxygen in waste stabilization ponds, Ecological Modelling 127 (1) (2000) 21-31. DOI: https://doi.org/10.1016/S0304-3800(99)00196-9

Asaeda T. and Van Bon T. - Modelling the effects of macrophytes on algal blooming in eutrophic shallow lakes, Ecological Modelling 104 (2) (1997) 261-287. DOI: https://doi.org/10.1016/S0304-3800(97)00129-4

Wagner F., Aaby B., and Visscher H. - Rapid atmospheric CO2 changes associated with the 8,200-years-B.P. cooling event, PNAS 99 (19) (2002) 4. DOI: https://doi.org/10.1073/pnas.182420699

Eloka-Eboka A. C. and Inambao F. L. - Effects of CO2 sequestration on lipid and biomass productivity in microalgal biomass production, Applied Energy 195 (2017) 1100-1111. DOI: https://doi.org/10.1016/j.apenergy.2017.03.071

Mukherjee B., Mukherjee D., and Nivedita M. - Modelling carbon and nutrient cycling in a simulated pond system at Ranchi, Ecological Modelling 213 (3) (2008) 437-448. DOI: https://doi.org/10.1016/j.ecolmodel.2008.01.013

Basu S., Roy A. S., Mohanty K., and Ghoshal A. K. - CO2 biofixation and carbonic anhydrase activity in Scenedesmus obliquus SA1 cultivated in large scale open system, Bioresource Technology 164 (2014) 323-330. DOI: https://doi.org/10.1016/j.biortech.2014.05.017

Hemmati-Sarapardeh A., Amar M. N., Soltanian M. R., Dai Z., and Zhang X. - Modeling CO2 Solubility in Water at High Pressure and Temperature Conditions, Energy & Fuels 34 (4) (2020) 4761-4776. DOI: https://doi.org/10.1021/acs.energyfuels.0c00114

Shoko A. P., Limbu S. M., Mrosso H. D. J., and Mgaya Y. D. - A comparison of diurnal dynamics of water quality parameters in Nile tilapia (Oreochromis niloticus, Linnaeus, 1758) monoculture and polyculture with African sharp tooth catfish (Clarias gariepinus, Burchell, 1822) in earthen ponds, International Aquatic Research 6 (1) (2014) 56. DOI: https://doi.org/10.1007/s40071-014-0056-8

Downloads

Published

15-12-2023

How to Cite

[1]
V. S. Nguyen and A. T. Le, “Modelling carbon dioxide gas emission from Notopterus chitala fish ponds by stella software”, Vietnam J. Sci. Technol., vol. 61, no. 6, pp. 1038–1049, Dec. 2023.

Issue

Section

Environment