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An improved canopy interception scheme into biogeochemical model for precise simulation of carbon and water fluxes in subtropical coniferous forest.
- Source :
-
Agricultural & Forest Meteorology . Aug2024, Vol. 355, pN.PAG-N.PAG. 1p. - Publication Year :
- 2024
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Abstract
- • The temporal scale of the original Biome-BGC model was refined from a daily scale to an hourly scale. • A theoretical interception module was incorporated into the hourly-scale Biome-BGC model for correcting canopy interception, to further enhance the accuracy of carbon and water fluxes simulations in subtropical coniferous forest. • In comparison with the original daily-scale model, simulations from the hourly-scale model showed better agreement with measurements at the Qianyanzhou forest site, with lower annual average GPP, Re , ET, and canopy interception. • Although the accuracy of GPP and ET simulations did not show a significant improvement after canopy interception correction, it notably enhanced the accuracy of canopy interception, and soil moisture simulations. The process-based Biome-BGC (Biome Biogeochemical Cycles) model is widely used to simulate the fluxes of carbon and water of terrestrial ecosystems. While exhibiting excellent performance in simulating carbon cycle processes, this model provides a relatively simple simulation of the water cycle processes, particularly in canopy interception, which may result in significant errors in evapotranspiration (ET) and soil moisture estimations. This study initially refined the temporal scale of the original Biome-BGC model from a daily scale to an hourly scale, and then incorporated a theoretical interception module into the hourly-scale model for correcting canopy interception algorithm, to enhance the accuracy of hydrological processes simulations. The modified model was tested using the half-hourly observed meteorological and eddy covariance flux data at the Qianyanzhou subtropical coniferous forest site. In comparison with the original daily-scale model, simulations from the hourly-scale model showed better agreement with measurements at Qianyanzhou forest site, with 30.61 % and 40.92 % lower annual average gross primary productivity (GPP) and ET simulations. Although the accuracy of GPP and ET simulations did not show a significant improvement after canopy interception correction, it notably enhanced the accuracy of canopy interception and soil moisture simulations. The canopy interception rates were 55.8 % and 44.1 % for the original daily-scale and hourly-scale model, obviously overstimated compared with canopy correction simulation (31.1 %), leading to a significant underestimation of runoff. The canopy interception and runoff simulations after interception correction were proven relatively more reasonable. Additionally, the coefficient of determination (R2) for measured vs simulated soil water content (SWC) were 0.38, 0.51 and 0.60 for the original daily-scale, hourly-scale, and canopy interception correction simulations respectively, with a notable improvement in accuracy. This study suggested that improvements in temporal scale and canopy interception for process-based biogeochemical model can provide a better understanding of the carbon and water exchanges in response to instantaneous meteorological conditions and support improved water resource management. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 01681923
- Volume :
- 355
- Database :
- Academic Search Index
- Journal :
- Agricultural & Forest Meteorology
- Publication Type :
- Academic Journal
- Accession number :
- 178461980
- Full Text :
- https://doi.org/10.1016/j.agrformet.2024.110117