Title: Predicted 21st Century Non-growing Season Net Ecosystem Exchanges of CO2 from the Mer Bleue Bog: Support Vector Regression Model Outputs for RCP2.6, RCP4.5 and RCP8.5
Citation: Rafat, A., Rezanezhad, F., Quinton, W., Humphreys, E., Webster, K., Van Cappellen, P. (2021). Predicted 21st Century Non-growing Season Net Ecosystem Exchanges of CO2 from the Mer Bleue Bog: Support Vector Regression Model Outputs for RCP2.6, RCP4.5 and RCP8.5. Federated Research Data Repository. https://doi.org/10.20383/102.0402
Study Site: Mer Bleue Bog, Ottawa
Purpose: In this study, we determine key environmental variables affecting non-growing season net ecosystem exchanges of CO2 (NGS-NEE) from a temperate peatland (Mer Bleue Bog; Ottawa, Canada) and predict future NGS-NEE under three climate scenarios (RCP2.6, RCP4.5, and RCP8.5) using a variable selection methodology, global sensitivity analysis, and data-driven model. Future NGS-NEE predictions, model training parameters, and global sensitivity analysis results are provided.
Abstract: non-growing season net ecosystem exchanges of CO2
Supplemental Information Summary: Item exited embargo and became publicly available on 2021-05-01
Research: Global Water Futures
Further Info:
Status: Complete
Keywords:
carbon dioxide,
Climate change,
Non-growing season,
Bog,
Geographical coordinates: North: 45.3936, South: 45.3936 East: -75.5122 West: -75.5122
Bounding Temporal Extent: Start Date: 1998-12-20, End
Date: 2010-03-12
