Introduction Massive tree mortality events in western Canada due to widespread infestation by mountain pine beetle (MPB) are expected to impact local-to-regional evapotranspiration ( ET ) dynamics during and after a disturbance. How ecosystem-level ET and its components may vary with canopy-tree mortality (treefall) and subsequent understory recovery remains unclear. Methods We used 10 years of continuous eddy-covariance and remote-sensing data (2007–2016) and machine-learning models based on random forest and xgboost to determine forest- and climate-driven effects at temporal scales appropriate for a lodgepole pine-dominated stand following a major, five-year MPB disturbance initiated in the summer of 2006. Results Total annual ET over the 10 years ranged from 207.2 to 384.6 mm, with annual plant transpiration ( T ) contributing to 57 ± 5.4% (mean ± standard deviation) of annual ET . Annual ET initially declined (2007–2011) and then increased (2011–2016), with ET and T / ET increasing at statistically non-significant rates of approximately 3.2 and 1.2% per year from 2007 to 2016. Air temperature ( T a ) and vapor pressure deficit ( VPD ) were the most important predictors of seasonal variation in ET and T / ET during the 10-year period, with high T a , VPD , and photosynthetically active radiation ( PAR ) causing ET and T / ET to increase. Annual ET increased with both increasing spring T a and decreasing VPD . Annual T / ET was shown to increase with increasing VPD and decrease with increasing volumetric soil water content at a 5-cm depth ( VWC 5 ). Enhanced vegetation index ( EVI , an indicator of canopy greenness) lagged T and overstory tree mortality, whereas previous- and current-year values of EVI were shown to be poor predictors of annual ET and T / ET . Discussion and conclusions These findings suggest that the promotion of climate factors on forest ecosystem-level water vapor fluxes may offset reductions promoted by MPB outbreaks. Climate processes affected water vapor fluxes more than biotic factors, like stand greenness, highlighting the need to include climate-regulatory mechanisms in predictive models of ET dynamics during and subsequent to stand disturbance. Climate and forest-greenness effects on water vapor fluxes need to be explored at even longer time scales, e.g., at decadal scales, to capture long-drawn-out trends associated with stand disturbance and its subsequent recovery.
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Hao et al. (2024) studied this question.
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