Chin J Plant Ecol ›› 2022, Vol. 46 ›› Issue (12): 1508-1522.DOI: 10.17521/cjpe.2022.0099
Special Issue: 全球变化与生态系统; 生态系统碳水能量通量
• Special feature: Ecosystem carbon and water fluxes in ecological vulnerable areas of China • Previous Articles Next Articles
WANG Li-Shuang1, TONG Xiao-Juan1,*(), MENG Ping2, ZHANG Jin-Song2, LIU Pei-Rong1, LI Jun3, ZHANG Jing-Ru1, ZHOU Yu2
Received:
2022-03-18
Accepted:
2022-06-15
Online:
2022-12-20
Published:
2023-01-13
Contact:
*TONG Xiao-Juan(Supported by:
WANG Li-Shuang, TONG Xiao-Juan, MENG Ping, ZHANG Jin-Song, LIU Pei-Rong, LI Jun, ZHANG Jing-Ru, ZHOU Yu. Energy flux and evapotranspiration of two typical plantations in semi-arid area of western Liaoning, China[J]. Chin J Plant Ecol, 2022, 46(12): 1508-1522.
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URL: https://www.plant-ecology.com/EN/10.17521/cjpe.2022.0099
树种 Tree species | 林龄 Stand age (a) | 树高 Tree height (m) | 胸径 Diameters at breast height (cm) | 林分密度 Stand density (plant·hm-2) | 土壤类型 Soil type |
---|---|---|---|---|---|
油松 P. tabuliformis | 44 | 8 | 13.4 | 1 150 | 褐土 Brown soil |
樟子松 P. sylvestris var. mongolica | 36 | 10 | 15.9 | 1?044 | 褐土 Brown soil |
Table 1 Information of Pinus tabuliformis and P. sylvestris var. mongolica plantations in semi-arid area of western Liaoning
树种 Tree species | 林龄 Stand age (a) | 树高 Tree height (m) | 胸径 Diameters at breast height (cm) | 林分密度 Stand density (plant·hm-2) | 土壤类型 Soil type |
---|---|---|---|---|---|
油松 P. tabuliformis | 44 | 8 | 13.4 | 1 150 | 褐土 Brown soil |
樟子松 P. sylvestris var. mongolica | 36 | 10 | 15.9 | 1?044 | 褐土 Brown soil |
观测要素 Observation element | 仪器 Instrument | 型号 Product type | 生产商 Manufacturer | 距地面高度 Height |
---|---|---|---|---|
净辐射 Net radiation | 净辐射表 Net radiometer | CNR-1 | Kipp & Zonen, Delft, Netherlands | 19 m |
土壤热通量 Soil heat flux | 热通量板 Soil heat flux plate | HFT-3 | Campbell Scientific, Logan, USA | -5 cm |
空气温湿度 Air temperature and moisture | 空气温/湿度传感器 Air temperature/moisture sensor | HMP45C | Vaisala, Helsinki, Finland | 19 m |
降水量 Precipitation | 雨量筒 Rain gauge | TE525MM | Texas Electronics, Dallas, USA | 18 m |
土壤含水量 Soil moisture content | 土壤水分传感器 Soil moisture sensor | CS650 | Campbell Scientific, Logan, USA | -10, -20, -30 cm |
Table 2 Basic information of micrometeorological observation system for Pinus tabuliformis and P. sylvestris var. mongolica plantations in semi-arid area of western Liaoning
观测要素 Observation element | 仪器 Instrument | 型号 Product type | 生产商 Manufacturer | 距地面高度 Height |
---|---|---|---|---|
净辐射 Net radiation | 净辐射表 Net radiometer | CNR-1 | Kipp & Zonen, Delft, Netherlands | 19 m |
土壤热通量 Soil heat flux | 热通量板 Soil heat flux plate | HFT-3 | Campbell Scientific, Logan, USA | -5 cm |
空气温湿度 Air temperature and moisture | 空气温/湿度传感器 Air temperature/moisture sensor | HMP45C | Vaisala, Helsinki, Finland | 19 m |
降水量 Precipitation | 雨量筒 Rain gauge | TE525MM | Texas Electronics, Dallas, USA | 18 m |
土壤含水量 Soil moisture content | 土壤水分传感器 Soil moisture sensor | CS650 | Campbell Scientific, Logan, USA | -10, -20, -30 cm |
Fig. 1 Dynamics of environmental and biological factors in Pinus tabuliformis (A-C) and P. sylvestris var. mongolica (D-F) plantations in semi-arid area of western Liaoning. gc, canopy conductance; NDVI, normalized differential vegetation index; P, precipitation; SWC, soil water content; SWC10, SWC20 and SWC30 represent soil water content of 10, 20 and 30 cm, respectively; Ta, air temperature; VPD, vapor pressure deficit. gc, NDVI, SWC, Ta, VPD are daily averages, P is the daily total value. The shaded part is the growing season.
Fig. 2 Energy closure of Pinus tabulaeformis and P. sylvestris var. mongolica plantations in semi-arid area of western Liaoning from October 2019 to October 2020. LE + H, turbulent heat fluxes; Rn - G - S, available energy.
Fig. 3 Seasonal variation of energy fluxes of Pinus tabulaeformis (A-C) and P. sylvestris var. mongolica plantations (D-F) in semi-arid area of western Liaoning. G, soil heat flux; H, sensible heat flux; LE, latent heat flux; Rn, net radiation. The shaded part is the growing season.
林分 Forest stand | 变量 Variable | 生长季 Growing season | 年平均值 Mean annual value | |||||||
---|---|---|---|---|---|---|---|---|---|---|
4月 April | 5月 May | 6月 June | 7月 July | 8月 August | 9月 September | 10月 October | 平均值 Mean value | |||
油松人工林 P. tabuliformis plantation | LE/Rn | 0.10 | 0.18 | 0.30 | 0.43 | 0.47 | 0.61 | 0.45 | 0.37 | 0.28 |
H/Rn | 0.57 | 0.63 | 0.53 | 0.45 | 0.42 | 0.27 | 0.47 | 0.47 | 0.67 | |
G/Rn | 0.05 | 0.07 | 0.06 | 0.05 | 0.03 | -0.05 | -0.03 | 0.03 | -0.05 | |
β | 5.51 | 3.61 | 1.77 | 1.03 | 0.85 | 0.44 | 1.03 | 1.82 | 3.43 | |
樟子松人工林 P. sylvestris var. mongolica plantation | LE/Rn | 0.18 | 0.15 | 0.35 | 0.20 | 0.32 | 0.47 | 0.49 | 0.30 | 0.22 |
H/Rn | 0.51 | 0.61 | 0.47 | 0.60 | 0.45 | 0.35 | 0.43 | 0.49 | 0.57 | |
G/Rn | 0.06 | 0.09 | 0.05 | 0.06 | 0.03 | -0.04 | -0.05 | 0.04 | -0.05 | |
β | 2.79 | 4.43 | 1.40 | 3.07 | 1.60 | 0.76 | 0.95 | 2.23 | 4.44 |
Table 3 Monthly mean (April to October), mean value of growing season and annual daily mean of energy partitioning (LE/Rn, H/Rn, G/Rn) and Bowen ratio (β) of Pinus tabulaeformis and P. sylvestris var. mongolica plantations in semi-arid area of western Liaoning
林分 Forest stand | 变量 Variable | 生长季 Growing season | 年平均值 Mean annual value | |||||||
---|---|---|---|---|---|---|---|---|---|---|
4月 April | 5月 May | 6月 June | 7月 July | 8月 August | 9月 September | 10月 October | 平均值 Mean value | |||
油松人工林 P. tabuliformis plantation | LE/Rn | 0.10 | 0.18 | 0.30 | 0.43 | 0.47 | 0.61 | 0.45 | 0.37 | 0.28 |
H/Rn | 0.57 | 0.63 | 0.53 | 0.45 | 0.42 | 0.27 | 0.47 | 0.47 | 0.67 | |
G/Rn | 0.05 | 0.07 | 0.06 | 0.05 | 0.03 | -0.05 | -0.03 | 0.03 | -0.05 | |
β | 5.51 | 3.61 | 1.77 | 1.03 | 0.85 | 0.44 | 1.03 | 1.82 | 3.43 | |
樟子松人工林 P. sylvestris var. mongolica plantation | LE/Rn | 0.18 | 0.15 | 0.35 | 0.20 | 0.32 | 0.47 | 0.49 | 0.30 | 0.22 |
H/Rn | 0.51 | 0.61 | 0.47 | 0.60 | 0.45 | 0.35 | 0.43 | 0.49 | 0.57 | |
G/Rn | 0.06 | 0.09 | 0.05 | 0.06 | 0.03 | -0.04 | -0.05 | 0.04 | -0.05 | |
β | 2.79 | 4.43 | 1.40 | 3.07 | 1.60 | 0.76 | 0.95 | 2.23 | 4.44 |
Fig. 4 Seasonal variation of evapotranspiration (ET) of Pinus tabuliformis and P. sylvestris var. mongolica plantations in semi-arid area of western Liaoning. The shaded part is the growing season.
Fig. 5 Seasonal patterns of annual cumulative evapotranspiration (ETcum), precipitation (Pcum) and the difference between ETcum and Pcum of Pinus tabuliformis and P. sylvestris var. mongolica plantations in semi-arid area of western Liaoning.
Fig. 6 Relationship between evapotranspiration (ET) and environmental factors of Pinus tabuliformis and P. sylvestris var. mongolica plantations in semi-arid area of western Liaoning (mean ± SD). Rn, net radiation; SWC, soil water content; Ta, air temperature; VPD, vapor pressure deficit.
Fig. 7 Relationship between evapotranspiration (ET) and normalized differential vegetation index (NDVI) of Pinus tabuliformis and P. sylvestris var. mongolica plantations in semi-arid area of western Liaoning (mean ± SD).
Fig. 8 Seasonal variations of the Priestley-Taylor coefficient (α)(A, C) and the decoupling factor (Ω)(B, D) of Pinus tabuliformis and P. sylvestris var. mongolica plantations in semi-arid area of western Liaoning.
Fig. 9 Relationship between the daily average Priestley-Taylor coefficient (α) and canopy conductance (gc) of Pinus tabuliformis and P. sylvestris var. mongolica plantations in semi-arid area of western Liaoning.
林分 Stand | 时期 Period | 因子 Factor | 相关系数 Correlation coefficient | 直接通径系数 Direct path coefficient | 间接通径系数 Indirect path coefficient | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|
总和 Total | Ta | Rn | VPD | SWC | NDVI | ||||||
油松人工林 P. tabuliformis plantation | 生长季 Growing season | Ta | 0.40** | -0.04 | 0.44 | 0.19 | -0.11 | 0.03 | 0.33 | ||
Rn | 0.25** | 0.41 | -0.16 | -0.02 | -0.12 | -0.13 | 0.11 | ||||
VPD | -0.05 | -0.19 | 0.14 | -0.02 | 0.28 | -0.16 | 0.04 | ||||
SWC | 0.64** | 0.57 | 0.07 | 0.00 | -0.10 | 0.06 | 0.11 | ||||
NDVI | 0.64** | 0.43 | 0.21 | -0.03 | 0.11 | -0.02 | 0.15 | ||||
非生长季 Non-growing season | Ta | 0.71** | 0.15 | 0.56 | 0.11 | 0.04 | 0.41 | 0.00 | |||
Rn | 0.49** | 0.24 | 0.25 | 0.07 | 0.02 | 0.16 | 0.00 | ||||
VPD | 0.66** | 0.05 | 0.61 | 0.13 | 0.11 | 0.36 | 0.00 | ||||
SWC | 0.75** | 0.52 | 0.23 | 0.12 | 0.07 | 0.03 | 0.01 | ||||
NDVI | 0.55** | 0.01 | 0.54 | 0.09 | 0.03 | 0.02 | 0.40 | ||||
樟子松人工林 P. sylvestris var. mongolica plantation | 生长季 Growing season | Ta | 0.17* | -0.08 | 0.25 | 0.15 | 0.03 | -0.08 | 0.15 | ||
Rn | 0.18** | 0.34 | -0.16 | -0.04 | 0.04 | -0.16 | 0.00 | ||||
VPD | 0.02 | 0.05 | -0.03 | -0.05 | 0.22 | -0.17 | -0.03 | ||||
SWC | 0.52** | 0.50 | 0.02 | 0.01 | -0.11 | -0.02 | 0.14 | ||||
NDVI | 0.50** | 0.34 | 0.16 | -0.04 | 0.00 | -0.01 | 0.21 | ||||
非生长季 Non-growing season | Ta | 0.65** | 0.28 | 0.37 | 0.12 | 0.05 | 0.16 | 0.04 | |||
Rn | 0.60** | 0.37 | 0.23 | 0.09 | 0.02 | 0.10 | 0.02 | ||||
VPD | 0.65** | 0.06 | 0.59 | 0.23 | 0.16 | 0.16 | 0.04 | ||||
SWC | 0.68** | 0.22 | 0.46 | 0.20 | 0.16 | 0.04 | 0.06 | ||||
NDVI | 0.47** | 0.09 | 0.38 | 0.13 | 0.07 | 0.03 | 0.15 |
Table 4 Path analysis between evapotranspiration and bioenvironmental factors of Pinus tabuliformis and P. sylvestris var. mongolica plantations in semi-arid area of western Liaoning
林分 Stand | 时期 Period | 因子 Factor | 相关系数 Correlation coefficient | 直接通径系数 Direct path coefficient | 间接通径系数 Indirect path coefficient | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|
总和 Total | Ta | Rn | VPD | SWC | NDVI | ||||||
油松人工林 P. tabuliformis plantation | 生长季 Growing season | Ta | 0.40** | -0.04 | 0.44 | 0.19 | -0.11 | 0.03 | 0.33 | ||
Rn | 0.25** | 0.41 | -0.16 | -0.02 | -0.12 | -0.13 | 0.11 | ||||
VPD | -0.05 | -0.19 | 0.14 | -0.02 | 0.28 | -0.16 | 0.04 | ||||
SWC | 0.64** | 0.57 | 0.07 | 0.00 | -0.10 | 0.06 | 0.11 | ||||
NDVI | 0.64** | 0.43 | 0.21 | -0.03 | 0.11 | -0.02 | 0.15 | ||||
非生长季 Non-growing season | Ta | 0.71** | 0.15 | 0.56 | 0.11 | 0.04 | 0.41 | 0.00 | |||
Rn | 0.49** | 0.24 | 0.25 | 0.07 | 0.02 | 0.16 | 0.00 | ||||
VPD | 0.66** | 0.05 | 0.61 | 0.13 | 0.11 | 0.36 | 0.00 | ||||
SWC | 0.75** | 0.52 | 0.23 | 0.12 | 0.07 | 0.03 | 0.01 | ||||
NDVI | 0.55** | 0.01 | 0.54 | 0.09 | 0.03 | 0.02 | 0.40 | ||||
樟子松人工林 P. sylvestris var. mongolica plantation | 生长季 Growing season | Ta | 0.17* | -0.08 | 0.25 | 0.15 | 0.03 | -0.08 | 0.15 | ||
Rn | 0.18** | 0.34 | -0.16 | -0.04 | 0.04 | -0.16 | 0.00 | ||||
VPD | 0.02 | 0.05 | -0.03 | -0.05 | 0.22 | -0.17 | -0.03 | ||||
SWC | 0.52** | 0.50 | 0.02 | 0.01 | -0.11 | -0.02 | 0.14 | ||||
NDVI | 0.50** | 0.34 | 0.16 | -0.04 | 0.00 | -0.01 | 0.21 | ||||
非生长季 Non-growing season | Ta | 0.65** | 0.28 | 0.37 | 0.12 | 0.05 | 0.16 | 0.04 | |||
Rn | 0.60** | 0.37 | 0.23 | 0.09 | 0.02 | 0.10 | 0.02 | ||||
VPD | 0.65** | 0.06 | 0.59 | 0.23 | 0.16 | 0.16 | 0.04 | ||||
SWC | 0.68** | 0.22 | 0.46 | 0.20 | 0.16 | 0.04 | 0.06 | ||||
NDVI | 0.47** | 0.09 | 0.38 | 0.13 | 0.07 | 0.03 | 0.15 |
油松人工林 P. tabuliformis plantation | 樟子松人工林 P. sylvestris var. mongolica plantation | |||||
---|---|---|---|---|---|---|
Ta | VPD | SWC | Ta | VPD | SWC | |
Ta ≤ 20 ℃ | 0.49** | -0.22** | 0.81** | 0.53** | 0.19** | 0.74** |
Ta > 20 ℃ | -0.54** | -0.81** | 0.73** | -0.57** | -0.62** | 0.74** |
VPD ≤ 1.8 kPa | 0.28** | -0.14** | 0.62** | 0.45** | 0.11* | 0.74** |
VPD > 1.8 kPa | 0.14 | -0.17 | 0.76** | -0.20 | 0.06 | 0.73** |
Table 5 Correlation analysis between canopy conductance and environmental factors of Pinus tabuliformis and P. sylvestris var. mongolica plantations in semi-arid area of western Liaoning under different conditions
油松人工林 P. tabuliformis plantation | 樟子松人工林 P. sylvestris var. mongolica plantation | |||||
---|---|---|---|---|---|---|
Ta | VPD | SWC | Ta | VPD | SWC | |
Ta ≤ 20 ℃ | 0.49** | -0.22** | 0.81** | 0.53** | 0.19** | 0.74** |
Ta > 20 ℃ | -0.54** | -0.81** | 0.73** | -0.57** | -0.62** | 0.74** |
VPD ≤ 1.8 kPa | 0.28** | -0.14** | 0.62** | 0.45** | 0.11* | 0.74** |
VPD > 1.8 kPa | 0.14 | -0.17 | 0.76** | -0.20 | 0.06 | 0.73** |
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