Modeling the Dynamics of Carbon Dioxide Emission and Ecosystem Exchange Using a Modified SWAT Hydrologic Model in Cold Wetlands

Nigus Demelash Melaku, Junye Wang, Tesfa Worku Meshesha

Research output: Contribution to journalJournal Articlepeer-review

4 Citations (Scopus)

Abstract

The restoration and protection of wetlands are crucial in reducing greenhouse gas emissions. In this research, the SWAT model was modified to investigate and estimate the groundwater table, net ecosystem exchange (NEE), and soil respiration impact on carbon dioxide (CO2) emission in the cold regions in Alberta. There is a lack of a process-based model that accounts explicitly for the CO2 emission and ecosystem exchange resulting from interactions between hydrological and biogeochemical processes. The SWAT model is modified to make unique contributions to wetlands by estimating CO2 emissions, soil temperature, and soil respiration that account for the dynamics of water tables and the relationship between subsurface and surface water storage. The modified model results predicted daily NEE with a very good model fit resulting in an R2 (Coefficient of determination), NSE (Nash-Sutcliffe Efficiency), PBIAS (percent bias), and RMSE (root mean square error) of 0.88, 0.72, 2.5, and 0.45 in the calibration period and 0.82, 0.67, −1.8, and 0.56 for the validation period, respectively. The prediction result indicated that the modified model performed well in predicting soil temperature, the groundwater table, and ecosystem respiration in the calibration and validation periods. In general, this study concluded that the modified model has the capability of representing the effects of water table dynamics on CO2 emissions and NEE in cold wetlands.

Original languageEnglish
Article number1458
JournalWater (Switzerland)
Volume14
Issue number9
DOIs
Publication statusPublished - 1 May 2022

Keywords

  • CO2
  • groundwater table
  • modified SWAT
  • soil respiration

Fingerprint

Dive into the research topics of 'Modeling the Dynamics of Carbon Dioxide Emission and Ecosystem Exchange Using a Modified SWAT Hydrologic Model in Cold Wetlands'. Together they form a unique fingerprint.

Cite this