Chin J Plant Ecol ›› 2008, Vol. 32 ›› Issue (4): 798-809.DOI: 10.3773/j.issn.1005-264x.2008.04.008
• Original article • Previous Articles Next Articles
ZHANG Feng, ZHOU Guang-Sheng()
Received:
2007-09-13
Accepted:
2008-01-23
Online:
2008-09-13
Published:
2008-07-30
Contact:
ZHOU Guang-Sheng
ZHANG Feng, ZHOU Guang-Sheng. SPATIAL-TEMPORAL VARIATIONS IN NET PRIMARY PRODUCTIVITY ALONG NORTHEAST CHINA TRANSECT (NECT) FROM 1982 TO 1999[J]. Chin J Plant Ecol, 2008, 32(4): 798-809.
Fig. 1 Location of the Northeast China Transect (NECT) and spatial distribution of aboveground biomass (AGB) of terrestrial vegetation observation stations
植被类型 Vegetation type | 面积 Area (104km) | NPP (g C·m-2·a-1) | 标准偏差 SD | 总NPP Total NPP (Tg C) |
---|---|---|---|---|
阔叶林 Broadleaf forest | 9.19 | 564 | 180 | 51.83 |
针叶林 Coniferous forest | 0.58 | 667 | 60 | 3.87 |
灌丛 Shrub | 13.13 | 429 | 188 | 56.33 |
草甸 Meadow | 3.23 | 365 | 131 | 11.79 |
草甸草原 Meadow steppe | 10.77 | 432 | 96 | 46.53 |
典型草原 Typical steppe | 9.64 | 299 | 91 | 28.82 |
荒漠草原 Desert steppe | 3.73 | 129 | 31 | 4.81 |
农田 Cultivation | 13.22 | 503 | 113 | 66.50 |
总 Total transect | 63.49 | 426 | 176 | 270.47 |
Table 1 Annual NPP for different vegetation types along Northeast China Transect (NECT)
植被类型 Vegetation type | 面积 Area (104km) | NPP (g C·m-2·a-1) | 标准偏差 SD | 总NPP Total NPP (Tg C) |
---|---|---|---|---|
阔叶林 Broadleaf forest | 9.19 | 564 | 180 | 51.83 |
针叶林 Coniferous forest | 0.58 | 667 | 60 | 3.87 |
灌丛 Shrub | 13.13 | 429 | 188 | 56.33 |
草甸 Meadow | 3.23 | 365 | 131 | 11.79 |
草甸草原 Meadow steppe | 10.77 | 432 | 96 | 46.53 |
典型草原 Typical steppe | 9.64 | 299 | 91 | 28.82 |
荒漠草原 Desert steppe | 3.73 | 129 | 31 | 4.81 |
农田 Cultivation | 13.22 | 503 | 113 | 66.50 |
总 Total transect | 63.49 | 426 | 176 | 270.47 |
Fig. 3 Spatial patterns of 18-year averaged annual NPP derived from the CASA model (a), annual precipitation (AP) (b), and annual mean temperature (AMT) (c) along Northeast China Transect (NECT)
Fig. 4 Inter-annual changes in net primary productivity (NPP) (a), T-NDVI (b), annual mean temperature (AMT) (c), annual precipitation (AP) (d), and annual total solar radiation (ATS) (e) from 1982 to 1999 along Northeast China Transect (NECT)
Fig. 5 Comparison between inter-annual changes in net primary productivity (NPP) over the period 1982-1990 and 1991-1999 along Northeast China Transect (NECT)
植被类型 Vegetation Type | 1982~1990 | 1991~1999 | 1982~1999 | |||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
A | P | r | A | P | r | A | P | r | ||||||||||||||||
阔叶林Broadleaf forest | 1.138 | 2.32 | 0.71* | 0.142 | 0.28 | 0.35 | 0.391 | 0.83 | 0.50* | |||||||||||||||
针叶林 Coniferous forest | 0.074 | 1.98 | 0.71* | 0.020 | 0.50 | 0.34 | 0.027 | 0.71 | 0.52* | |||||||||||||||
灌丛 Shrub | 1.379 | 2.62 | 0.63 | 0.150 | 0.43 | 0.39 | 0.555 | 1.19 | 0.52* | |||||||||||||||
草甸 Meadow | 0.377 | 3.40 | 0.63 | -0.044 | -0.21 | -0.34 | 0.133 | 1.24 | 0.44 | |||||||||||||||
草甸草原 Meadow steppe | 1.340 | 3.22 | 0.63 | -0.037 | -0.11 | -0.31 | 0.647 | 1.41 | 0.53* | |||||||||||||||
典型草原 Typical steppe | 0.946 | 3.77 | 0.51 | 0.291 | 1.08 | 0.30 | 0.670 | 2.33 | 0.55* | |||||||||||||||
荒漠草原 Desert steppe | 0.184 | 4.02 | 0.42 | 0.154 | 2.94 | 0.36 | 0.113 | 2.36 | 0.46 | |||||||||||||||
农田 Cultivation | 2.081 | 3.43 | 0.75* | -0.003 | 0.03 | 0.34 | 0.710 | 1.13 | 0.53* | |||||||||||||||
总 Total transect | 7.517 | 3.14 | 0.65 | 0.673 | 0.45 | 0.34 | 3.238 | 1.40 | 0.52* |
Table 2 Mean increase amount of annual NPP (Tg C·a-2) (A), mean increase rate of annual NPP (%·a-1) (P), and coefficients of correlation between NPP and year (r) for different vegetation types from 1982 to 1999 along Northeast China Transect (NECT)
植被类型 Vegetation Type | 1982~1990 | 1991~1999 | 1982~1999 | |||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
A | P | r | A | P | r | A | P | r | ||||||||||||||||
阔叶林Broadleaf forest | 1.138 | 2.32 | 0.71* | 0.142 | 0.28 | 0.35 | 0.391 | 0.83 | 0.50* | |||||||||||||||
针叶林 Coniferous forest | 0.074 | 1.98 | 0.71* | 0.020 | 0.50 | 0.34 | 0.027 | 0.71 | 0.52* | |||||||||||||||
灌丛 Shrub | 1.379 | 2.62 | 0.63 | 0.150 | 0.43 | 0.39 | 0.555 | 1.19 | 0.52* | |||||||||||||||
草甸 Meadow | 0.377 | 3.40 | 0.63 | -0.044 | -0.21 | -0.34 | 0.133 | 1.24 | 0.44 | |||||||||||||||
草甸草原 Meadow steppe | 1.340 | 3.22 | 0.63 | -0.037 | -0.11 | -0.31 | 0.647 | 1.41 | 0.53* | |||||||||||||||
典型草原 Typical steppe | 0.946 | 3.77 | 0.51 | 0.291 | 1.08 | 0.30 | 0.670 | 2.33 | 0.55* | |||||||||||||||
荒漠草原 Desert steppe | 0.184 | 4.02 | 0.42 | 0.154 | 2.94 | 0.36 | 0.113 | 2.36 | 0.46 | |||||||||||||||
农田 Cultivation | 2.081 | 3.43 | 0.75* | -0.003 | 0.03 | 0.34 | 0.710 | 1.13 | 0.53* | |||||||||||||||
总 Total transect | 7.517 | 3.14 | 0.65 | 0.673 | 0.45 | 0.34 | 3.238 | 1.40 | 0.52* |
植被类型 Vegetation type | 1982~1990 | 1991~1999 | 1982~1999 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
N | P | T | S | N | P | T | S | N | P | T | S | |
阔叶林 Broadleaf forest | 0.34 | 0.27 | 0.38 | 0.74* | 0.42 | -0.31 | 0.60 | 0.39 | 0.29 | -0.12 | 0.55* | 0.71* |
针叶林 Coniferous forest | 0.34 | 0.20 | 0.40 | 0.76* | -0.34 | -0.16 | 0.61 | 0.40 | -0.27 | -0.08 | 0.57* | 0.72* |
灌丛Shrub | 0.37 | 0.24 | 0.36 | 0.71* | 0.47 | -0.34 | 0.59 | 0.33 | 0.38 | -0.17 | 0.52* | 0.69* |
草甸Meadow | 0.34 | 0.27 | 0.38 | 0.72* | 0.47 | 0.31 | 0.62 | 0.24 | 0.38 | 0.23 | 0.57* | 0.65* |
草甸草原 Meadow steppe | 0.37 | 0.25 | 0.36 | 0.71* | 0.49 | -0.31 | 0.65 | 0.30 | 0.44 | 0.20 | 0.55* | 0.67* |
典型草原 Typical steppe | 0.31 | 0.32 | 0.43 | 0.77* | 0.45 | -0.26 | 0.71* | 0.19 | 0.43 | 0.32 | 0.55* | 0.67* |
荒漠草原 Desert steppe | 0.23 | 0.27 | 0.38 | 0.79* | 0.52 | 0.44 | 0.73* | -0.22 | 0.34 | 0.38 | 0.63* | 0.66* |
农田Cultivation | 0.49 | 0.26 | 0.32 | 0.68* | 0.43 | -0.31 | 0.54 | 0.28 | 0.46 | 0.14 | 0.52* | 0.68* |
总Total | 0.38 | 0.27 | 0.37 | 0.73* | 0.46 | -0.32 | 0.62 | 0.30 | 0.40 | 0.21 | 0.54* | 0.68* |
Table 3 Correlative coefficients between annual NDVI (N), annual precipitation (P), annual mean temperature (T), annual solar radiation (S), and year for each vegetation type during 1982-1990, 1991-1999, and 1982-1999 along Northeast China Transect (NECT)
植被类型 Vegetation type | 1982~1990 | 1991~1999 | 1982~1999 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
N | P | T | S | N | P | T | S | N | P | T | S | |
阔叶林 Broadleaf forest | 0.34 | 0.27 | 0.38 | 0.74* | 0.42 | -0.31 | 0.60 | 0.39 | 0.29 | -0.12 | 0.55* | 0.71* |
针叶林 Coniferous forest | 0.34 | 0.20 | 0.40 | 0.76* | -0.34 | -0.16 | 0.61 | 0.40 | -0.27 | -0.08 | 0.57* | 0.72* |
灌丛Shrub | 0.37 | 0.24 | 0.36 | 0.71* | 0.47 | -0.34 | 0.59 | 0.33 | 0.38 | -0.17 | 0.52* | 0.69* |
草甸Meadow | 0.34 | 0.27 | 0.38 | 0.72* | 0.47 | 0.31 | 0.62 | 0.24 | 0.38 | 0.23 | 0.57* | 0.65* |
草甸草原 Meadow steppe | 0.37 | 0.25 | 0.36 | 0.71* | 0.49 | -0.31 | 0.65 | 0.30 | 0.44 | 0.20 | 0.55* | 0.67* |
典型草原 Typical steppe | 0.31 | 0.32 | 0.43 | 0.77* | 0.45 | -0.26 | 0.71* | 0.19 | 0.43 | 0.32 | 0.55* | 0.67* |
荒漠草原 Desert steppe | 0.23 | 0.27 | 0.38 | 0.79* | 0.52 | 0.44 | 0.73* | -0.22 | 0.34 | 0.38 | 0.63* | 0.66* |
农田Cultivation | 0.49 | 0.26 | 0.32 | 0.68* | 0.43 | -0.31 | 0.54 | 0.28 | 0.46 | 0.14 | 0.52* | 0.68* |
总Total | 0.38 | 0.27 | 0.37 | 0.73* | 0.46 | -0.32 | 0.62 | 0.30 | 0.40 | 0.21 | 0.54* | 0.68* |
Fig. 6 Spatial patterns of inter-annual linear variation trends from relative change (a) and absolute change (b) in NPP along Northeast China Transect (NECT)
Fig. 7 Spatial pattern of statistical significant levels between NPP and annual precipitation, NPP and annual mean temperature along Northeast China Transect (NECT)
植被类型 Vegetation type | 第一气候因子 First climatic factor | 第二气候因子 Second climatic factor | 第三气候因子 Third climatic factor | |||
---|---|---|---|---|---|---|
因子 Factor | 系数 Coefficient (r) | 因子 Factor | 系数 Coefficient (r) | 因子 Factor | 系数 Coefficient (r) | |
阔叶林 Broadleaf forest | S | 0.555 | P | 0.698 | T | 0.798 |
针叶林 Coniferous forest | T | 0.565 | - | - | - | - |
灌丛 Shrub | S | 0.637 | P | 0.785 | T | 0.853 |
草甸 Meadow | P | 0.708 | S | 0.925 | - | - |
草甸草原 Meadow steppe | P | 0.643 | S | 0.870 | T | 0.909 |
典型草原 Typical steppe | P | 0.765 | S | 0.847 | - | - |
荒漠草原 Desert steppe | P | 0.793 | - | - | - | - |
农田 Cultivation | S | 0.600 | P | 0.801 | - | - |
总 Total transect | P | 0.609 | S | 0.847 | T | 0.899 |
Table 4 Environmental driving mechanism of temporal variations for mean NPP of each vegetation types during 1982-1999 along Northeast China Transect (NECT)
植被类型 Vegetation type | 第一气候因子 First climatic factor | 第二气候因子 Second climatic factor | 第三气候因子 Third climatic factor | |||
---|---|---|---|---|---|---|
因子 Factor | 系数 Coefficient (r) | 因子 Factor | 系数 Coefficient (r) | 因子 Factor | 系数 Coefficient (r) | |
阔叶林 Broadleaf forest | S | 0.555 | P | 0.698 | T | 0.798 |
针叶林 Coniferous forest | T | 0.565 | - | - | - | - |
灌丛 Shrub | S | 0.637 | P | 0.785 | T | 0.853 |
草甸 Meadow | P | 0.708 | S | 0.925 | - | - |
草甸草原 Meadow steppe | P | 0.643 | S | 0.870 | T | 0.909 |
典型草原 Typical steppe | P | 0.765 | S | 0.847 | - | - |
荒漠草原 Desert steppe | P | 0.793 | - | - | - | - |
农田 Cultivation | S | 0.600 | P | 0.801 | - | - |
总 Total transect | P | 0.609 | S | 0.847 | T | 0.899 |
植被类型 Vegetation type | 年均温每升高1 ℃ Increasing 1 ℃ of annual mean temperature | 年降水量每升高1 mm Increasing 1 mm of annual precipitation | ||
---|---|---|---|---|
NPP增加量Increment of NPP (g C·m-2·a-1) | 相关系数Correlate coefficient (r) | NPP增加量Increment of NPP (g C·m-2·a-1) | 相关系数Correlate coefficient (r) | |
阔叶林 Broadleaf forest | 27.22 | 0.42 | 0.16 | 0.36 |
针叶林 Coniferous forest | 37.43 | 0.52* | 0.09 | 0.26 |
灌丛 Shrub | 19.23 | 0.33 | 0.16 | 0.37 |
草甸 Meadow | 14.22 | 0.28 | 0.35 | 0.51* |
草甸草原 Meadow steppe | 19.66 | 0.29 | 0.39 | 0.52* |
典型草原 Typical steppe | 19.40 | 0.25 | 0.67 | 0.65** |
荒漠草原 Desert steppe | 9.11 | 0.23 | 0.53 | 0.70** |
农田 Cultivation | 20.51 | 0.30 | 0.18 | 0.36 |
总 Total transect | 20.12 | 0.32 | 0.31 | 0.47* |
Table 5 Mean increase amount of annual NPP (g C·m-2·a-1) with increasing annual mean temperature and annual precipitation, and coefficients of correlation between annual mean temperature, annual precipitation and NPP for different vegetation types during 1982-1999 along Northeast China Transect (NECT)
植被类型 Vegetation type | 年均温每升高1 ℃ Increasing 1 ℃ of annual mean temperature | 年降水量每升高1 mm Increasing 1 mm of annual precipitation | ||
---|---|---|---|---|
NPP增加量Increment of NPP (g C·m-2·a-1) | 相关系数Correlate coefficient (r) | NPP增加量Increment of NPP (g C·m-2·a-1) | 相关系数Correlate coefficient (r) | |
阔叶林 Broadleaf forest | 27.22 | 0.42 | 0.16 | 0.36 |
针叶林 Coniferous forest | 37.43 | 0.52* | 0.09 | 0.26 |
灌丛 Shrub | 19.23 | 0.33 | 0.16 | 0.37 |
草甸 Meadow | 14.22 | 0.28 | 0.35 | 0.51* |
草甸草原 Meadow steppe | 19.66 | 0.29 | 0.39 | 0.52* |
典型草原 Typical steppe | 19.40 | 0.25 | 0.67 | 0.65** |
荒漠草原 Desert steppe | 9.11 | 0.23 | 0.53 | 0.70** |
农田 Cultivation | 20.51 | 0.30 | 0.18 | 0.36 |
总 Total transect | 20.12 | 0.32 | 0.31 | 0.47* |
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