Ecology and Environment ›› 2021, Vol. 30 ›› Issue (12): 2351-2359.DOI: 10.16258/j.cnki.1674-5906.2021.12.010
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MA Qiongfang1(), YAN Hong1, LI Wei2, ZHAO Xinsheng2, CHEN Ling1, ZHANG Chaofan1, LI Jieling1,*(
)
Received:
2021-02-21
Online:
2021-12-18
Published:
2022-01-04
Contact:
LI Jieling
马琼芳1(), 燕红1, 李伟2, 赵欣胜2, 陈玲1, 张超凡1, 李杰玲1,*(
)
通讯作者:
李杰玲
作者简介:
马琼芳(1984年),女,副研究员,博士,研究方向为湿地生态学。E-mail: youzi841128@163.com
基金资助:
CLC Number:
MA Qiongfang, YAN Hong, LI Wei, ZHAO Xinsheng, CHEN Ling, ZHANG Chaofan, LI Jieling. Evaluation of Carbon Sequestration and Oxygen Release Function of Wetland Ecosystem in Jilin Province[J]. Ecology and Environment, 2021, 30(12): 2351-2359.
马琼芳, 燕红, 李伟, 赵欣胜, 陈玲, 张超凡, 李杰玲. 吉林省湿地生态系统固碳和释氧服务功能分析[J]. 生态环境学报, 2021, 30(12): 2351-2359.
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URL: https://www.jeesci.com/EN/10.16258/j.cnki.1674-5906.2021.12.010
序号 Serial number | 模型 Model | 复相关系数R Multiple correlation coefficient | 显著性 Significance | 相对误差 Relative error/% |
---|---|---|---|---|
1 | B=591.467+ 77.529lnNDVI | 0.162 | 0.067 | 19.15 |
2 | B=482.968- 3.852/NDVI | 0.096 | 0.281 | 34.26 |
3 | lnB=EXP(5.987- 0.01/NDVI) | 0.106 | 0.23 | 35.73 |
4 | ln(1/B)=0.282 NDVI+0.003S | 0.167 | 0.059 | 15.24 |
5 | B=314.635+ 744.716NDVI | 0.323 | 0.011 | 10.15 |
6 | B=531.916- 706890/b2 | 0.025 | 0.78 | 66.43 |
7 | B=0.013b3+ 338.545 | 0.05 | 0.573 | 34.29 |
8 | lnB=lnb3+61.038 | 0.034 | 0.706 | 50.36 |
9 | B=760.165NDVI+0.041b3-0.01b4+ 28.782 | 0.247 | 0.048 | 21.47 |
10 | B=612.231- 17.389lnb4 | 0.01 | 0.914 | 67.54 |
11 | lnB=322.601b4 | 0.032 | 0.72 | 58.31 |
Table 1 Biomass estimation model and related statistics
序号 Serial number | 模型 Model | 复相关系数R Multiple correlation coefficient | 显著性 Significance | 相对误差 Relative error/% |
---|---|---|---|---|
1 | B=591.467+ 77.529lnNDVI | 0.162 | 0.067 | 19.15 |
2 | B=482.968- 3.852/NDVI | 0.096 | 0.281 | 34.26 |
3 | lnB=EXP(5.987- 0.01/NDVI) | 0.106 | 0.23 | 35.73 |
4 | ln(1/B)=0.282 NDVI+0.003S | 0.167 | 0.059 | 15.24 |
5 | B=314.635+ 744.716NDVI | 0.323 | 0.011 | 10.15 |
6 | B=531.916- 706890/b2 | 0.025 | 0.78 | 66.43 |
7 | B=0.013b3+ 338.545 | 0.05 | 0.573 | 34.29 |
8 | lnB=lnb3+61.038 | 0.034 | 0.706 | 50.36 |
9 | B=760.165NDVI+0.041b3-0.01b4+ 28.782 | 0.247 | 0.048 | 21.47 |
10 | B=612.231- 17.389lnb4 | 0.01 | 0.914 | 67.54 |
11 | lnB=322.601b4 | 0.032 | 0.72 | 58.31 |
功能项 Function item | 河流 湿地 Riverine | 湖泊 湿地 Lacustrine | 沼泽 湿地 Marsh | 人工湿地 Constructed wetland | 总计 Total |
---|---|---|---|---|---|
固碳量 Carbon sequestration/ (104 t) | 17.62 | 6.75 | 54.39 | 8.33 | 87.09 |
释氧量 Oxygen release/(104 t) | 8.52 | 2.82 | 20.15 | 4.48 | 35.97 |
Table 2 Annual carbon sequestration and annual oxygen release of each wetland type in Jilin Province
功能项 Function item | 河流 湿地 Riverine | 湖泊 湿地 Lacustrine | 沼泽 湿地 Marsh | 人工湿地 Constructed wetland | 总计 Total |
---|---|---|---|---|---|
固碳量 Carbon sequestration/ (104 t) | 17.62 | 6.75 | 54.39 | 8.33 | 87.09 |
释氧量 Oxygen release/(104 t) | 8.52 | 2.82 | 20.15 | 4.48 | 35.97 |
湿地类型 Wetland types | 固碳量 Carbon sequestration/ (104 t) | 单位面积固碳量 Carbon sequestration per unit area/(t·hm-2) | 释氧量 Oxygen release/ (104 t) | 单位面积释氧量 Oxygen release per unit area/ (t·hm-2) | 固碳释氧量 Carbon sequestration and oxygen release/(104 t) | 单位面积固碳释氧量 Carbon sequestration and oxygen release per unit area/(t·hm-2) | |
---|---|---|---|---|---|---|---|
河流湿地 Riverine | 永久性河流 Permanent river | 13.42 | 0.80 | 6.48 | 0.39 | 19.90 | 1.19 |
季节性河流 Seasonal river | 0.56 | 0.97 | 0.24 | 0.42 | 0.80 | 1.39 | |
洪泛平原湿地 Flood plain wetland | 3.64 | 0.73 | 1.8 | 0.36 | 5.44 | 1.09 | |
湖泊湿地 Lacustrine | 永久性淡水湖 Permanent freshwater lake | 2.99 | 0.56 | 1.28 | 0.24 | 4.27 | 0.80 |
永久性咸水湖 Permanent saltwater lake | 3.33 | 0.65 | 1.36 | 0.27 | 4.69 | 0.92 | |
季节性咸水湖 Seasonal saltwater lake | 0.43 | 0.62 | 0.18 | 0.26 | 0.61 | 0.88 | |
沼泽湿地 Marsh | 草本沼泽 Marsh | 8.23 | 1.08 | 2.81 | 0.37 | 11.04 | 1.45 |
灌丛沼泽 Swamp | 2.26 | 1.12 | 0.78 | 0.39 | 3.04 | 1.51 | |
森林沼泽 Forest swamp | 3.41 | 1.18 | 1.34 | 0.46 | 4.75 | 1.64 | |
内陆盐沼 Inland salt marsh | 10.83 | 0.97 | 4.69 | 0.42 | 15.52 | 1.39 | |
季节性咸水沼泽 Seasonal saltwater swamp | 24.67 | 1.00 | 8.98 | 0.36 | 33.65 | 1.36 | |
沼泽化草甸 Swamp meadow | 4.99 | 1.17 | 1.55 | 0.36 | 6.54 | 1.53 | |
人工湿地 Constructed wetland | 库塘 Pond | 7.96 | 0.62 | 4.35 | 0.34 | 12.31 | 0.96 |
输水河 Water river | 0.29 | 0.72 | 0.09 | 0.22 | 0.38 | 0.94 | |
水产养殖场 Aquaculture farm | 0.08 | 0.51 | 0.04 | 0.26 | 0.12 | 0.77 | |
总计 Total | 87.09 | 35.97 | 123.06 |
Table 3 Annual carbon sequestration and annual oxygen release of each wetland type in Jilin Province
湿地类型 Wetland types | 固碳量 Carbon sequestration/ (104 t) | 单位面积固碳量 Carbon sequestration per unit area/(t·hm-2) | 释氧量 Oxygen release/ (104 t) | 单位面积释氧量 Oxygen release per unit area/ (t·hm-2) | 固碳释氧量 Carbon sequestration and oxygen release/(104 t) | 单位面积固碳释氧量 Carbon sequestration and oxygen release per unit area/(t·hm-2) | |
---|---|---|---|---|---|---|---|
河流湿地 Riverine | 永久性河流 Permanent river | 13.42 | 0.80 | 6.48 | 0.39 | 19.90 | 1.19 |
季节性河流 Seasonal river | 0.56 | 0.97 | 0.24 | 0.42 | 0.80 | 1.39 | |
洪泛平原湿地 Flood plain wetland | 3.64 | 0.73 | 1.8 | 0.36 | 5.44 | 1.09 | |
湖泊湿地 Lacustrine | 永久性淡水湖 Permanent freshwater lake | 2.99 | 0.56 | 1.28 | 0.24 | 4.27 | 0.80 |
永久性咸水湖 Permanent saltwater lake | 3.33 | 0.65 | 1.36 | 0.27 | 4.69 | 0.92 | |
季节性咸水湖 Seasonal saltwater lake | 0.43 | 0.62 | 0.18 | 0.26 | 0.61 | 0.88 | |
沼泽湿地 Marsh | 草本沼泽 Marsh | 8.23 | 1.08 | 2.81 | 0.37 | 11.04 | 1.45 |
灌丛沼泽 Swamp | 2.26 | 1.12 | 0.78 | 0.39 | 3.04 | 1.51 | |
森林沼泽 Forest swamp | 3.41 | 1.18 | 1.34 | 0.46 | 4.75 | 1.64 | |
内陆盐沼 Inland salt marsh | 10.83 | 0.97 | 4.69 | 0.42 | 15.52 | 1.39 | |
季节性咸水沼泽 Seasonal saltwater swamp | 24.67 | 1.00 | 8.98 | 0.36 | 33.65 | 1.36 | |
沼泽化草甸 Swamp meadow | 4.99 | 1.17 | 1.55 | 0.36 | 6.54 | 1.53 | |
人工湿地 Constructed wetland | 库塘 Pond | 7.96 | 0.62 | 4.35 | 0.34 | 12.31 | 0.96 |
输水河 Water river | 0.29 | 0.72 | 0.09 | 0.22 | 0.38 | 0.94 | |
水产养殖场 Aquaculture farm | 0.08 | 0.51 | 0.04 | 0.26 | 0.12 | 0.77 | |
总计 Total | 87.09 | 35.97 | 123.06 |
湿地类型 Wetland types | 固碳量 Carbon sequestration/(104 t) | 释氧量 Oxygen release/(104 t) | ||||||
---|---|---|---|---|---|---|---|---|
第一次 First evaluation | 第二次 Second evaluation | 变化量 Amount of change | 第一次 First evaluation | 第二次 Second evaluation | 变化量 Amount of change | |||
河流湿地 Riverine | 永久性河流 Permanent river | 7.00 | 13.42 | 6.42 | 2.48 | 6.48 | 4.00 | |
季节性河流 Seasonal river | 0.24 | 0.56 | 0.32 | 0.10 | 0.24 | 0.14 | ||
洪泛平原湿地 Flood plain wetland | 1.31 | 3.64 | 2.33 | 0.54 | 1.80 | 1.26 | ||
湖泊湿地 Lacustrine | 永久性淡水湖 Permanent freshwater lake | 1.03 | 2.99 | 1.96 | 0.42 | 1.28 | 0.86 | |
永久性咸水湖 Permanent saltwater lake | 1.13 | 3.33 | 2.20 | 0.47 | 1.36 | 0.89 | ||
季节性咸水湖 Seasonal saltwater lake | 0.19 | 0.43 | 0.24 | 0.08 | 0.18 | 0.10 | ||
沼泽湿地 Marsh | 草本沼泽 Marsh | 2.45 | 8.23 | 5.78 | 1.76 | 2.81 | 1.05 | |
灌丛沼泽 Swamp | 0.74 | 2.26 | 1.52 | 0.30 | 0.78 | 0.48 | ||
森林沼泽 Forest swamp | 1.15 | 3.41 | 2.26 | 0.47 | 1.34 | 0.87 | ||
内陆盐沼 Inland salt marsh | 2.42 | 10.83 | 8.41 | 1.16 | 4.69 | 3.53 | ||
季节性咸水沼泽 Seasonal saltwater swamp | 7.21 | 24.67 | 17.46 | 2.48 | 8.98 | 6.50 | ||
沼泽化草甸 Swamp meadow | 1.58 | 4.99 | 3.41 | 0.65 | 1.55 | 0.90 | ||
人工湿地 Artificial wetland | 库塘 Pond | 2.98 | 7.96 | 4.98 | 1.23 | 4.35 | 3.12 | |
输水河 Water river | 0.13 | 0.29 | 0.16 | 0.06 | 0.09 | 0.03 | ||
水产养殖场 Aquaculture farm | 0.04 | 0.08 | 0.04 | 0.02 | 0.04 | 0.02 | ||
总计 Total | 29.59 | 87.09 | 57.50 | 12.22 | 35.97 | 23.75 |
Table 4 Change in annual carbon sequestration and annual oxygen release of each wetland type in Jilin Province
湿地类型 Wetland types | 固碳量 Carbon sequestration/(104 t) | 释氧量 Oxygen release/(104 t) | ||||||
---|---|---|---|---|---|---|---|---|
第一次 First evaluation | 第二次 Second evaluation | 变化量 Amount of change | 第一次 First evaluation | 第二次 Second evaluation | 变化量 Amount of change | |||
河流湿地 Riverine | 永久性河流 Permanent river | 7.00 | 13.42 | 6.42 | 2.48 | 6.48 | 4.00 | |
季节性河流 Seasonal river | 0.24 | 0.56 | 0.32 | 0.10 | 0.24 | 0.14 | ||
洪泛平原湿地 Flood plain wetland | 1.31 | 3.64 | 2.33 | 0.54 | 1.80 | 1.26 | ||
湖泊湿地 Lacustrine | 永久性淡水湖 Permanent freshwater lake | 1.03 | 2.99 | 1.96 | 0.42 | 1.28 | 0.86 | |
永久性咸水湖 Permanent saltwater lake | 1.13 | 3.33 | 2.20 | 0.47 | 1.36 | 0.89 | ||
季节性咸水湖 Seasonal saltwater lake | 0.19 | 0.43 | 0.24 | 0.08 | 0.18 | 0.10 | ||
沼泽湿地 Marsh | 草本沼泽 Marsh | 2.45 | 8.23 | 5.78 | 1.76 | 2.81 | 1.05 | |
灌丛沼泽 Swamp | 0.74 | 2.26 | 1.52 | 0.30 | 0.78 | 0.48 | ||
森林沼泽 Forest swamp | 1.15 | 3.41 | 2.26 | 0.47 | 1.34 | 0.87 | ||
内陆盐沼 Inland salt marsh | 2.42 | 10.83 | 8.41 | 1.16 | 4.69 | 3.53 | ||
季节性咸水沼泽 Seasonal saltwater swamp | 7.21 | 24.67 | 17.46 | 2.48 | 8.98 | 6.50 | ||
沼泽化草甸 Swamp meadow | 1.58 | 4.99 | 3.41 | 0.65 | 1.55 | 0.90 | ||
人工湿地 Artificial wetland | 库塘 Pond | 2.98 | 7.96 | 4.98 | 1.23 | 4.35 | 3.12 | |
输水河 Water river | 0.13 | 0.29 | 0.16 | 0.06 | 0.09 | 0.03 | ||
水产养殖场 Aquaculture farm | 0.04 | 0.08 | 0.04 | 0.02 | 0.04 | 0.02 | ||
总计 Total | 29.59 | 87.09 | 57.50 | 12.22 | 35.97 | 23.75 |
地区 Administrative region | 固碳量 Carbon sequestration/104 t | 释氧量 Oxygen release/104 t | |||||
---|---|---|---|---|---|---|---|
第一次 First evaluation | 第二次 Second evaluation | 变化量 Amount of change | 第一次 First evaluation | 第二次 Second evaluation | 变化量 Amount of change | ||
白城市 Baicheng City | 12.02 | 35.38 | 23.36 | 4.62 | 13.60 | 8.98 | |
白山市 Baishan City | 0.90 | 2.64 | 1.74 | 0.45 | 1.34 | 0.88 | |
长春市 Changchun City | 1.60 | 4.70 | 3.10 | 0.69 | 2.02 | 1.33 | |
吉林市 Jilin City | 2.55 | 7.49 | 4.95 | 1.18 | 3.47 | 2.29 | |
辽源市 Liaoyuan City | 0.25 | 0.75 | 0.49 | 0.11 | 0.34 | 0.22 | |
四平市 Siping City | 0.82 | 2.40 | 1.58 | 0.39 | 1.14 | 0.75 | |
松原市 Songyuan City | 7.03 | 20.70 | 13.66 | 2.70 | 7.96 | 5.25 | |
通化市 Tonghua City | 0.78 | 2.28 | 1.51 | 0.38 | 1.13 | 0.74 | |
延边州 Yanbian Prefecture | 3.65 | 10.75 | 7.10 | 1.70 | 4.99 | 3.30 |
Table 5 Change in annual carbon sequestration and annual oxygen release of wetlands in each administrative district of Jilin Province
地区 Administrative region | 固碳量 Carbon sequestration/104 t | 释氧量 Oxygen release/104 t | |||||
---|---|---|---|---|---|---|---|
第一次 First evaluation | 第二次 Second evaluation | 变化量 Amount of change | 第一次 First evaluation | 第二次 Second evaluation | 变化量 Amount of change | ||
白城市 Baicheng City | 12.02 | 35.38 | 23.36 | 4.62 | 13.60 | 8.98 | |
白山市 Baishan City | 0.90 | 2.64 | 1.74 | 0.45 | 1.34 | 0.88 | |
长春市 Changchun City | 1.60 | 4.70 | 3.10 | 0.69 | 2.02 | 1.33 | |
吉林市 Jilin City | 2.55 | 7.49 | 4.95 | 1.18 | 3.47 | 2.29 | |
辽源市 Liaoyuan City | 0.25 | 0.75 | 0.49 | 0.11 | 0.34 | 0.22 | |
四平市 Siping City | 0.82 | 2.40 | 1.58 | 0.39 | 1.14 | 0.75 | |
松原市 Songyuan City | 7.03 | 20.70 | 13.66 | 2.70 | 7.96 | 5.25 | |
通化市 Tonghua City | 0.78 | 2.28 | 1.51 | 0.38 | 1.13 | 0.74 | |
延边州 Yanbian Prefecture | 3.65 | 10.75 | 7.10 | 1.70 | 4.99 | 3.30 |
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