Abstract
Accurate estimates of canopy conductance (gc) are essential for quantifying the carbon, water and energy fluxes of ecosystem and understanding the patterns of water utilization of vegetation in arid regions. To this end, gc of Haloxylon ammodendron community, dominated by three desert shrub species, was calculated using the inversed Penman-Monteith equation from measurements of sap flow and concurrent microclimate over two main growing seasons (2014–2015). Then, it was used to examine the Jarvis-Stewart (JS) models which comprised different response functions and the simplified process-based model (BTA) to select the best one for our study species and climate. Photosynthetically active radiation and vapor pressure deficit typically covary throughout the day and are known have opposite effects on gc. When this effects was taken into account, both the JS model and the BTA model produced better gc fittings. Selection of proper vapor pressure deficit function and air temperature function significantly improved the performance of the JS model. The best JS model given a correlation coefficient of 0.89, RMSE of 1.99 mm s−1 and average percent error of 19% in comparison with the PM-calculated gc, while the best BTA model outperformed this model, reflected by higher correlation coefficient (0.90), and lower RMSE (1.93 mm s−1) and average percent error (9%). The average decoupling coefficient was 0.28, indicating canopies of H. ammodendron community were well coupled from the atmosphere. These findings addressed the importance of selection of stress function and consideration of air temperature for improving gc estimation in arid region, and gain new knowledge on the environmental control on canopy conductance.
Original language | English (US) |
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Pages (from-to) | 22-34 |
Number of pages | 13 |
Journal | Agricultural and Forest Meteorology |
Volume | 249 |
DOIs | |
State | Published - Feb 15 2018 |
Bibliographical note
Funding Information:This work was funded by the National Basic Research Program of China (Grant No. 2013CB429902 ); National Key R&D Program of China (Grant No. 2016YFC0402706 , 2016YFC0402710 ); National Natural Science Foundation of China (Grant No. 41271036 , 41323001 , 51539003 , 41471016 ); National Science Funds for Creative Research Groups of China (No. 51421006 ); the program of Dual Innovative Research Team in Jiangsu Province and the Special Fund of State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering (Grant No. 20145027312 ); the Fundamental Research Funds for the Central Universities (Grant No. 2014B17014 ); the Open Foundation of State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering (Grant No. 2015490311 ).
Publisher Copyright:
© 2017
Keywords
- Arid region
- Canopy conductance
- Decoupling coefficient
- Phreatophyte shrub
- Stand transpiration
ASJC Scopus subject areas
- Forestry
- Global and Planetary Change
- Agronomy and Crop Science
- Atmospheric Science