Chin J Plant Ecol ›› 2020, Vol. 44 ›› Issue (6): 687-698.DOI: 10.17521/cjpe.2019.0300
Special Issue: 碳水能量通量
• Research Articles • Previous Articles
ZHENG Jia-Jia1,2, HUANG Song-Yu1,2, JIA Xin1,2,3,*(), TIAN Yun1,3, MU Yu1,2, LIU Peng1,2, ZHA Tian-Shan1,2,3
Received:
2019-11-04
Accepted:
2020-02-02
Online:
2020-06-20
Published:
2020-03-26
Contact:
JIA Xin
Supported by:
ZHENG Jia-Jia, HUANG Song-Yu, JIA Xin, TIAN Yun, MU Yu, LIU Peng, ZHA Tian-Shan. Spatial variation and controlling factors of temperature sensitivity of soil respiration in forest ecosystems across China[J]. Chin J Plant Ecol, 2020, 44(6): 687-698.
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URL: https://www.plant-ecology.com/EN/10.17521/cjpe.2019.0300
变量所属类型 Type of variable | 变量 Variable |
---|---|
地理位置 Site | 纬度(° N)、经度(° E)、海拔(m) Latitude (° N), Longitude (° E), Altitude (m) |
气象因素 Climate factor | 年平均气温(℃), 年降水量(mm), 年蒸发散(mm), 干燥指数(mm·mm-1), 试验地当年平均气温(℃), 试验地当年降水量(mm) Mean annual temperature (℃), mean annual precipitation (mm), annual evapotranspiration (mm), aridity index (mm·mm-1), mean annual temperature of study sites (℃), mean annual precipitation of study sites (mm) |
植被因素 Vegetation factor | 林分类型, 林龄(a), 叶面积指数(m2·m-2) Stand type, stand age (a), leaf area index (m2·m-2) |
土壤温湿度 Soil temperature and moisture | 测量期间平均土壤温度(℃), 测量期间土壤温度振幅(℃), 测量期间土壤体积含水率(m3·m-3), 测量期间土壤质量含水率(%) Mean soil temperature during measurement (℃), soil temperature amplitude during measurement (℃), Soil volumetric water content during measurement (m3·m-3), soil mass water content during measurement (%) |
土壤理化性质 Soil physicochemical property | 土壤有机碳含量(g·kg-1), 土壤全氮含量(g·kg-1), 土壤碳氮比, 土壤容重(g·cm-3), 土壤酸碱度 Soil organic carbon content (g·kg-1), soil total nitrogen content (g·kg-1), soil carbon-nitrogen ratio, soil bulk density (g·cm-3), soil pH |
土壤呼吸温度敏感性 Temperature sensitivity of soil respiration | 土壤呼吸温度敏感性(Q10), Van’t Hoff方程的决定系数(R2) Temperature sensitivity of soil respiration (Q10), the determination coefficient of Van’t Hoff equation (R2) |
观测方法信息 Measurement method information | 开始测量日期, 结束测量日期, CO2测定方法(碱溶液吸收法, 气象色谱法, 红外法), 气室方法(静态密闭气室法, 动态密闭气室法、自动开闭气室法) Start date of measurement, end date of measurement, CO2 measurement method (Alkali solution absorption, Gas chromatography, Infrared method), chamber method (Static closed chamber, Dynamic closed chamber, Automatic opening and closing chamber) |
文献信息 Literature information | 参考文献 References |
Table 1 Supporting information of the dataset of annual temperature sensitivity of soil respiration (Q10) in forest ecosystems across China
变量所属类型 Type of variable | 变量 Variable |
---|---|
地理位置 Site | 纬度(° N)、经度(° E)、海拔(m) Latitude (° N), Longitude (° E), Altitude (m) |
气象因素 Climate factor | 年平均气温(℃), 年降水量(mm), 年蒸发散(mm), 干燥指数(mm·mm-1), 试验地当年平均气温(℃), 试验地当年降水量(mm) Mean annual temperature (℃), mean annual precipitation (mm), annual evapotranspiration (mm), aridity index (mm·mm-1), mean annual temperature of study sites (℃), mean annual precipitation of study sites (mm) |
植被因素 Vegetation factor | 林分类型, 林龄(a), 叶面积指数(m2·m-2) Stand type, stand age (a), leaf area index (m2·m-2) |
土壤温湿度 Soil temperature and moisture | 测量期间平均土壤温度(℃), 测量期间土壤温度振幅(℃), 测量期间土壤体积含水率(m3·m-3), 测量期间土壤质量含水率(%) Mean soil temperature during measurement (℃), soil temperature amplitude during measurement (℃), Soil volumetric water content during measurement (m3·m-3), soil mass water content during measurement (%) |
土壤理化性质 Soil physicochemical property | 土壤有机碳含量(g·kg-1), 土壤全氮含量(g·kg-1), 土壤碳氮比, 土壤容重(g·cm-3), 土壤酸碱度 Soil organic carbon content (g·kg-1), soil total nitrogen content (g·kg-1), soil carbon-nitrogen ratio, soil bulk density (g·cm-3), soil pH |
土壤呼吸温度敏感性 Temperature sensitivity of soil respiration | 土壤呼吸温度敏感性(Q10), Van’t Hoff方程的决定系数(R2) Temperature sensitivity of soil respiration (Q10), the determination coefficient of Van’t Hoff equation (R2) |
观测方法信息 Measurement method information | 开始测量日期, 结束测量日期, CO2测定方法(碱溶液吸收法, 气象色谱法, 红外法), 气室方法(静态密闭气室法, 动态密闭气室法、自动开闭气室法) Start date of measurement, end date of measurement, CO2 measurement method (Alkali solution absorption, Gas chromatography, Infrared method), chamber method (Static closed chamber, Dynamic closed chamber, Automatic opening and closing chamber) |
文献信息 Literature information | 参考文献 References |
Fig. 1 Spatial distribution of study sites included in the dataset of annual temperature sensitivity of soil respiration (Q10) in forest ecosystems across China. DBF, deciduous broadleaf forest; DNF, deciduous needleleaf forest; EBF, evergreen broadleaf forest; ENF, evergreen needleleaf forest; MF, mixed forest.
Fig. 2 Frequency distributions of the temperature sensitivity of soil respiration (Q10)(A) and coefficient of determination of Van’t Hoff equation (R2)(B). The solid line represents the mean value, the dashed line represents the median value, and the red curve is the distribution curve.
Fig. 3 Temperature sensitivity of soil respiration (Q10)(mean ± SE) in different forest types. n, the sample size; the same letter represents no significant difference in mean values between groups (α = 0.05). DBF, deciduous broadleaf forest; DNF, deciduous needleleaf forest; EBF, evergreen broadleaf forest; ENF, evergreen needleleaf forest; MF, mixed forest.
Fig. 4 Relationships between the temperature sensitivity of soil respiration (Q10) with latitude (Lat)(A), longitude (Lon)(B), altitude (Alt)(C), mean annual temperature (MAT)(D), mean annual precipitation (MAP)(E), aridity index (AI)(F), soil organic carbon content (SOC)(G), soil total nitrogen content (TN)(H) and soil C:N (I). DBF, deciduous broadleaf forest; DNF, deciduous needleleaf forest; EBF, evergreen broadleaf forest; ENF, evergreen needleleaf forest; MF, mixed forest.
Fig. 5 Structural equation model (A) and standardized total effect (B) of the effect of climatic and soil factors on spatial variation in the temperature sensitivity of soil respiration (Q10). Numbers beside arrows are standardized path coefficients (γ), the solid and dashed arrows represent the positive and negative effects in a fitted structural equation model, respectively. All paths in this model are significant (p < 0.01). R2 (bold number) values represent the proportion of variance explainable by each variable in the model, χ2 = 1.39, df = 1, p = 0.24, RMSEA = 0.032. MAP, mean annual precipitation; MAT, mean annual temperature; SOC, soil organic carbon content; TN, soil total nitrogen content.
森林类型 Forest type | 回归方程 Regression equation | R2 | F | p | n |
---|---|---|---|---|---|
DBF | Q10 = -0.027MAT + 0.334TN + 2.00 | 0.38 | 13.06 | <0.01 | 46 |
DNF | Q10 = -0.099MAT + 0.066SOC + 2.81 | 0.99 | 99.86 | <0.01 | 6 |
EBF | Q10 = -0.001MAP + 0.451TN + 2.92 | 0.50 | 28.38 | <0.01 | 61 |
ENF | Q10 = -0.060MAT + 0.006SOC + 3.11 | 0.44 | 22.97 | <0.01 | 61 |
MF | Q10 = -0.041MAT + 0.014SOC + 2.72 | 0.33 | 6.30 | <0.01 | 29 |
All | Q10 = -0.047MAT + 0.012SOC + 2.83 | 0.33 | 49.55 | <0.01 | 208 |
Table 2 Multiple linear regression of the temperature sensitivity of soil respiration (Q10) with climate (MAT, MAP) and soil factors (SOC, TN)
森林类型 Forest type | 回归方程 Regression equation | R2 | F | p | n |
---|---|---|---|---|---|
DBF | Q10 = -0.027MAT + 0.334TN + 2.00 | 0.38 | 13.06 | <0.01 | 46 |
DNF | Q10 = -0.099MAT + 0.066SOC + 2.81 | 0.99 | 99.86 | <0.01 | 6 |
EBF | Q10 = -0.001MAP + 0.451TN + 2.92 | 0.50 | 28.38 | <0.01 | 61 |
ENF | Q10 = -0.060MAT + 0.006SOC + 3.11 | 0.44 | 22.97 | <0.01 | 61 |
MF | Q10 = -0.041MAT + 0.014SOC + 2.72 | 0.33 | 6.30 | <0.01 | 29 |
All | Q10 = -0.047MAT + 0.012SOC + 2.83 | 0.33 | 49.55 | <0.01 | 208 |
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