TY - JOUR
T1 - Constrained tropical land temperature-precipitation sensitivity reveals decreasing evapotranspiration and faster vegetation greening in CMIP6 3 projections
AU - Boyuan, Zhu
AU - Cheng, Yongzhou
AU - Hu, Xuyue
AU - Chai, Yuanfang
AU - Berghuijs, Wouter R.
AU - Borthwick, Alistair
AU - Slater, Louise
N1 - Funding Information:
This work was supported by the National Natural Science Foundation of China (Grant No. 52209079), the Natural Science Foundation of Hunan Province (Grant No. 2021JJ40607), the Scientific Research Foundation of Hunan Provincial Education Department (Grant No. 20B021), the UK Natural Environment Research Council (NERC; Grants No. NE/S009000/1 and NE/S015728/1), and UK Research and Innovation (Grant No. MR/V022008/1). We thank Prof. Han Dolman for his constructive comments on an early version of this manuscript, especially with regard to the expression of response sensitivity between temperature and precipitation, which contribute to the validity of this study and highly improve the quality of the manuscript.
Publisher Copyright:
© 2023, The Author(s).
PY - 2023/12
Y1 - 2023/12
N2 - Over the tropical land surface, accurate estimates of future changes in temperature, precipitation and evapotranspiration are crucial for ecological sustainability, but remain highly uncertain. Here we develop a series of emergent constraints (ECs) by using historical and future outputs from the Coupled Model Inter-comparison Project Phase 6 (CMIP6) Earth System Models under the four basic Shared Socio-economic Pathway scenarios (SSP126, SSP245, SSP370, and SSP585). Results show that the temperature sensitivity to precipitation during 2015–2100, which varies substantially in the original CMIP6 outputs, becomes systematically negative across SSPs after application of the EC, with absolute values between −1.10 °C mm
−1 day and −3.52 °C mm
−1 day, and with uncertainties reduced by 9.4% to 41.4%. The trend in tropical land-surface evapotranspiration, which was increasing by 0.292 mm yr
−1 in the original CMIP6 model outputs, becomes significantly negative (−0.469 mm yr
−1) after applying the constraint. Moreover, we find a significant increase of 58.7% in the leaf area index growth rate.
AB - Over the tropical land surface, accurate estimates of future changes in temperature, precipitation and evapotranspiration are crucial for ecological sustainability, but remain highly uncertain. Here we develop a series of emergent constraints (ECs) by using historical and future outputs from the Coupled Model Inter-comparison Project Phase 6 (CMIP6) Earth System Models under the four basic Shared Socio-economic Pathway scenarios (SSP126, SSP245, SSP370, and SSP585). Results show that the temperature sensitivity to precipitation during 2015–2100, which varies substantially in the original CMIP6 outputs, becomes systematically negative across SSPs after application of the EC, with absolute values between −1.10 °C mm
−1 day and −3.52 °C mm
−1 day, and with uncertainties reduced by 9.4% to 41.4%. The trend in tropical land-surface evapotranspiration, which was increasing by 0.292 mm yr
−1 in the original CMIP6 model outputs, becomes significantly negative (−0.469 mm yr
−1) after applying the constraint. Moreover, we find a significant increase of 58.7% in the leaf area index growth rate.
U2 - 10.1038/s41612-023-00419-x
DO - 10.1038/s41612-023-00419-x
M3 - Article
SN - 2397-3722
VL - 6
JO - npj Climate and Atmospheric Science
JF - npj Climate and Atmospheric Science
IS - 1
M1 - 91
ER -