A large database of field estimates of phytoplankton community growth rates in natural populations was compiled and analyzed to determine the apparent temperature effect on phytoplankton community growth rate. We conducted an ordinary least squares regression to optimize the parameters in two commonly used growth-temperature relations (Arrhenius and Q(10) models). Both equations fit the observational data equally with the optimized parameter values. The optimum apparent Q(10) value was 1.470.08 (95% confidence interval, CI). Microzooplankton grazing rates closely matched the temperature trends for phytoplankton growth. This likely reflects a dynamic adjustment of biomass and grazing rates by the microzooplankton to match their available food source, illustrating tight coupling of phytoplankton growth and microzooplankton grazing rates. The field-measured temperature effect and growth rates were compared with estimates from the satellite Carbon-based Productivity Model (CbPM) and three Earth System Models (ESMs), with model output extracted at the same month and sampling locations as the observations. The optimized, apparent Q(10) value calculated for the CbPM was 1.51, with overestimation of growth rates. The apparent Q(10) value in the Community Earth System Model (V1.0) was 1.65, with modest underestimation of growth rates. The GFDL-ESM2M and GFDL-ESM2G models produced apparent Q(10) values of 1.52 and 1.39, respectively. Models with an apparent Q(10) that is significantly greater than similar to 1.5 will overestimate the phytoplankton community growth response to the ongoing climate warming and will have spatial biases in estimated growth rates for the current era.
机构:
NE Normal Univ, Sch Math & Stat, Changchun 130024, Jilin, Peoples R ChinaNE Normal Univ, Sch Math & Stat, Changchun 130024, Jilin, Peoples R China
Chen, Ming
Fan, Meng
论文数: 0引用数: 0
h-index: 0
机构:
NE Normal Univ, Sch Math & Stat, Changchun 130024, Jilin, Peoples R ChinaNE Normal Univ, Sch Math & Stat, Changchun 130024, Jilin, Peoples R China
Fan, Meng
Liu, Rui
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Yangze Delta Reg Inst, Inst Ecol Environm, Jiaxing 314000, Zhejiang, Peoples R ChinaNE Normal Univ, Sch Math & Stat, Changchun 130024, Jilin, Peoples R China
Liu, Rui
Wang, Xiaoyu
论文数: 0引用数: 0
h-index: 0
机构:
NE Normal Univ, Sch Urban & Environm Sci, Changchun 130024, Jilin, Peoples R ChinaNE Normal Univ, Sch Math & Stat, Changchun 130024, Jilin, Peoples R China
Wang, Xiaoyu
Yuan, Xing
论文数: 0引用数: 0
h-index: 0
机构:
NE Normal Univ, Sch Urban & Environm Sci, Changchun 130024, Jilin, Peoples R ChinaNE Normal Univ, Sch Math & Stat, Changchun 130024, Jilin, Peoples R China
Yuan, Xing
Zhu, Huaiping
论文数: 0引用数: 0
h-index: 0
机构:
York Univ, Dept Math & Stat, Toronto, ON M3J 1P3, CanadaNE Normal Univ, Sch Math & Stat, Changchun 130024, Jilin, Peoples R China
机构:
Tokyo Univ Marine Sci & Technol, Grad Sch Marine Sci & Technol, Minato Ku, Konan 4-5-7, Tokyo 1088477, JapanTokyo Univ Marine Sci & Technol, Grad Sch Marine Sci & Technol, Minato Ku, Konan 4-5-7, Tokyo 1088477, Japan
Tsunashima, Ayumi
Itoh, Hiroshi
论文数: 0引用数: 0
h-index: 0
机构:
Suidosha Co Ltd, 8-11-11 Ikuta, Kawasaki, Kanagawa 2140038, JapanTokyo Univ Marine Sci & Technol, Grad Sch Marine Sci & Technol, Minato Ku, Konan 4-5-7, Tokyo 1088477, Japan