Ecology and Environment ›› 2023, Vol. 32 ›› Issue (5): 825-834.DOI: 10.16258/j.cnki.1674-5906.2023.05.001
• Research Articles • Next Articles
HAO Lei1(), ZHAI Yongguang2,*(
), QI Wenchao3, LAN Qiongqiong4
Received:
2023-02-19
Online:
2023-05-18
Published:
2023-08-09
Contact:
ZHAI Yongguang
通讯作者:
翟涌光
作者简介:
郝蕾(1990年生),女,讲师,博士,主要从事干旱区资源环境监测。E-mail: haolei@imufe.edu.cn
基金资助:
CLC Number:
HAO Lei, ZHAI Yongguang, QI Wenchao, LAN Qiongqiong. Spatial-temporal Dynamics of Vegetation Carbon Sources/sinks in Inner Mongolia from 2001 to 2020 and Its Response to Climate Change[J]. Ecology and Environment, 2023, 32(5): 825-834.
郝蕾, 翟涌光, 戚文超, 兰穹穹. 2001-2020年内蒙古植被碳源/碳汇时空动态及对气候因子的响应[J]. 生态环境学报, 2023, 32(5): 825-834.
Add to citation manager EndNote|Ris|BibTeX
URL: https://www.jeesci.com/EN/10.16258/j.cnki.1674-5906.2023.05.001
变化率 (以C计)/(g·m-2·a-1) | 占比/% | 趋势 | 占比/% |
---|---|---|---|
<-3 | 2.27 | 极显著增加 (ESD) | 56.1 |
-3-0 | 41.5 | 显著增加 (SD) | 0.01 |
0-3 | 45.1 | 无显著变化 (NSC) | 0.01 |
3-6 | 8.83 | 显著减少 (SI) | 0.02 |
>6 | 2.30 | 极显著减少 (ESI) | 43.8 |
Table 1 The percentage of area for interannual change rate and trend significance
变化率 (以C计)/(g·m-2·a-1) | 占比/% | 趋势 | 占比/% |
---|---|---|---|
<-3 | 2.27 | 极显著增加 (ESD) | 56.1 |
-3-0 | 41.5 | 显著增加 (SD) | 0.01 |
0-3 | 45.1 | 无显著变化 (NSC) | 0.01 |
3-6 | 8.83 | 显著减少 (SI) | 0.02 |
>6 | 2.30 | 极显著减少 (ESI) | 43.8 |
植被类型 | 斜率 | r2 | P |
---|---|---|---|
森林 | 1.08 | 0.22 | 0.09 |
草地 | 0.43 | 0.03 | 0.58 |
耕地 | -0.89 | 0.20 | 0.27 |
Table 2 Theil-Sen fitting parameters of interannual NEP change trend of three vegetation types in Inner Mongolia from 2001 to 2020
植被类型 | 斜率 | r2 | P |
---|---|---|---|
森林 | 1.08 | 0.22 | 0.09 |
草地 | 0.43 | 0.03 | 0.58 |
耕地 | -0.89 | 0.20 | 0.27 |
Figure 6 Partial correlation coefficient between NEP and climatic factors and primary climatic factors at each pixel in Inner Mongolia from 2001 to 2020
气候因子 | 森林 | 草地 | 耕地 |
---|---|---|---|
NEP-温度 | 0.02 | -0.15 | -0.08 |
NEP-降水 | 0.39 | 0.49 | 0.10 |
NEP-太阳辐射 | 0.28 | 0.20 | 0.30 |
Table 3 Average second-order partial correlation coefficient between annual NEP and meteorological factors of vegetation types
气候因子 | 森林 | 草地 | 耕地 |
---|---|---|---|
NEP-温度 | 0.02 | -0.15 | -0.08 |
NEP-降水 | 0.39 | 0.49 | 0.10 |
NEP-太阳辐射 | 0.28 | 0.20 | 0.30 |
[1] | BOND-LAMBERTY B, WANG C, GOWER S T, 2004. A global relationship between the heterotrophic and autotrophic components of soil respiration[J]. Global Change Biology, 16(9): 1756-1766. |
[2] | BABA K, SHIBATA R, SIBUYA M, 2004. Partial correlation and conditional correlation as measures of conditional independence[J]. Australian & New Zealand Journal of Statistics, 46(4): 657-664. |
[3] |
GANG C, ZHOU W, WANG Z, et al., 2015. Comparative assessment of grassland NPP dynamics in response to climate change in China North America Europe and Australia from 1981 to 2010[J]. Journal of Agronomy and Crop Science, 201(1): 57-68.
DOI URL |
[4] |
HAO L, SUN G, LIU Y Q, et al., 2014. Effects of precipitation on grassland ecosystem restoration under grazing exclusion in Inner Mongolia China[J]. Landscape Ecology, 29: 1657-1673.
DOI URL |
[5] |
HAO L, WANG S, CUI X P, et al., 2021. Spatiotemporal Dynamics of Vegetation Net Primary Productivity and Its Response to Climate Change in Inner Mongolia from 2002 to 2019[J]. Sustainability, 13(23): 1-10.
DOI URL |
[6] | HILTNER U, HUTH A, HERAULT B, et al., 2021. Climate change alters the ability of neotropical forests to provide timber and sequester carbon[J]. Forest Ecology Management, 492(1): 1-11. |
[7] |
HOLBEN B N, 1986. Characteristics of maximum-value composite images from temporal A VHRR data[J]. International Journal of Remote Sensing, 7(11): 1417-1434.
DOI URL |
[8] |
LIU H Y, ZHANG M Y, LIN Z S, 2017. Relative importance of climate changes at different time scales on net primary productivity: A case study of the Karst area of northwest Guangxi China[J]. Environmental Monitoring and Assessment, 189(11): 539.
DOI URL |
[9] | LOVELAND T R, ZHU Z, OHLEN D O, et al., 1999. An analysis of the IGBP global land-cover characterization process[J]. Photogrammetric Engineering & Remote Sensing, 65(9): 1069-1074. |
[10] |
OHLSON J A, KIM S, 2015. Linear valuation without OLS: The Theil-Sen estimation approach[J]. Review of Accounting Studies, 20: 395-435.
DOI URL |
[11] |
PEI F S, WU C J, LIU X P, et al., 2018. Monitoring the vegetation activity in China using vegetation health indices[J]. Agricultural and Forest Meteorology, 248: 215-227.
DOI URL |
[12] |
PIAO S L, CIAIS P, FRIED L P, et al., 2008. Net carbon dioxide losses of northern ecosystems in response to autumn warming[J]. Nature, 451(7174): 49-52.
DOI |
[13] |
RAICH J W, POTTER C S, BHAGAWATI D, 2002. Interannual variability in global soil respiration, 1980-94[J]. Global Change Biology, 8(8): 800-812.
DOI URL |
[14] |
SHANG E P, XU E Q, ZHANG H Q, et al., 2018. Analysis of spatiotemporal dynamics of the Chinese vegetation net primary productivity from the 1960s to the 2000s[J]. Remote Sensing, 10(6): 860.
DOI URL |
[15] |
TIAN H J, CAO C X, CHEN W, et al., 2015. Response of vegetation activity dynamic to climatic change and ecological restoration programs in Inner Mongolia from 2000 to 2012[J]. Ecological Engineering, 82(4): 276-289.
DOI URL |
[16] |
TONG S Q, LI X Q, ZHANG J Q, et al., 2019. Spatial and temporal variability in extreme temperature and precipitation events in Inner Mongolia (China) during 1960-2017[J]. Science of Total Environment, 649: 75-89.
DOI URL |
[17] | WU L Z, MA X F, DOU X, et al., 2021. Impacts of climate change on vegetation phenology and net primary productivity in arid Central Asia[J]. Science of Total Environment, 796(8): 149055. |
[18] |
WANG X Y, ZHAN C Y, JIA Q Y, 2013. Impacts of climate change on forest ecosystems in Northeast China[J]. Advances in Climate Change Research, 4(4): 230-241.
DOI URL |
[19] |
YAO Y T, LI Z J, WANG T, et al., 2018. A new estimation of China’s net ecosystem productivity based on eddy covariance measurements and a model tree ensemble approach[J]. Agricultural and Forest Meteorology, 253-254: 84-93.
DOI URL |
[20] | ZHAI Y G, ROY D P, MARTINS V S, et al., 2022. Conterminous United States Landsat-8 top of atmosphere and surface reflectance tasseled cap transformation coefficients[J]. Remote Sensing of Environment, 274(6): 112992. |
[21] |
ZHANG W X, ZHOU T J, ZOU L W, et al., 2018. Reduced exposure to extreme precipitation from 0.5 ℃ less warming in global land monsoon regions[J]. Nature Communication, 9(1): 3153.
DOI |
[22] |
ZHU W Q, PAN Y Z, HE H, et al., 2006. Simulation of maximum light use efficiency for some typical vegetation types in China[J]. Chinese Science Bulletin, 51(4): 457-463.
DOI URL |
[23] |
曹云, 孙应龙, 姜月清, 等, 2022. 黄河流域净生态系统生产力的时空分异特征及其驱动因子分析[J]. 生态环境学报, 31(11): 2101-2110.
DOI |
CAO Y, SUN Y L, JIANG Y Q, et al., 2022. Analysis on temporal-spatial variations and driving factors of net ecosystem productivity in the Yellow River Basin[J]. Ecology and Environmental Sciences, 31(11): 2101-2110. | |
[24] | 陈晓鹏, 尚占环, 2011. 中国草地生态系统碳循环研究进展[J]. 中国草地学报, 33(4): 99-110. |
CHEN X P, SHANG Z H, 2011. Progress of carbon cycle research in China grassland ecosystem[J]. Chinese Journal of Grassland, 33(4): 99-110. | |
[25] | 翟涌光, 宁潇, 郝蕾, 2022. 联合Sentinel-1, 2, 3的河套灌区年内综合灌溉信息提取[J]. 测绘科学, 47(8): 204-219. |
ZHAI Y G, NING X, HAO L, 2022. Annual comprehensive irrigation information extraction of Hetao irrigation area based on Sentinel-1, 2, 3 data[J]. Science of Surveying and Mapping, 47(8): 204-219. | |
[26] |
丁佳, 刘星雨, 郭玉超, 等, 2021. 1980-2015年青藏高原植被变化研究[J]. 生态环境学报, 30(2): 288-296.
DOI |
DING J, LIU X Y, GUO Y C, et al., 2021. Study on vegetation change in the Qinghai-Tibet Plateau from 1980 to 2015[J]. Ecology and Environmental Sciences, 30(2): 288-296. | |
[27] |
丁倩, 张弛, 2021. 基于地理探测器的中国陆地生态系统土壤有机碳空间异质性影响因子分析[J]. 生态环境学报, 30(1): 19-28.
DOI |
DING Q, ZHANG CH, 2021. Influential factors analysis for spatial heterogeneity of soil organic carbon in Chinese terrestrial ecosystem with geographical detector[J]. Ecology and Environmental Sciences, 30(1): 19-28. | |
[28] |
何源, 李星锐, 杨晓帆, 等, 2021. 内蒙古锡林郭勒盟典型草原固碳量及固碳潜力估算[J]. 草地学报, 29(10): 2274-2285.
DOI |
HE Y, LI X R, YANG X F, et al., 2021. The estimation of actual and potential carbon sequestration in Typical Steppe in Xilingol Country, Inner Mongolia[J]. Acta Agrestia Sinica, 29(10): 2274-2285. | |
[29] | 胡波, 孙睿, 陈永俊, 等, 2011. 遥感数据结合 Biome-BG模型估算黄淮海地区生态系统生产力[J]. 自然资源学报, 26(12): 2062-2070. |
HU B, SUN R, CHEN Y J, et al., 2011. Estimation of the net ecosystem productivity in Huang-Huai Hai Region combining with Biome-BGC model and remote sensing data[J]. Journal of Natural Resources, 26(12): 2062-2070. | |
[30] | 刘凤, 曾永年, 2021. 2000-2015年青海高原植被碳源/汇时空格局及变化[J]. 生态学报, 41(14): 5792-5803. |
LIU F, ZENG Y N, 2021. Analysis of the spatio-temporal variation of vegetation carbon source/sink in Qinghai Plateau from 2000-2015[J]. Acta Ecologica Sinica, 41(14): 5792-5803. | |
[31] | 杨延征, 马元丹, 江洪, 等, 2016. 基于IBIS模型的1960-2006年中国陆地生态系统碳收支格局研究[J]. 生态学报, 36(13): 3911-3922. |
YANG Y Z, MA Y D, JIANG H, et al., 2016. Evaluating the carbon budget pattern of Chinese terrestrial ecosystem from 1960 to 2006 using Integrated Biosphere Simulator[J]. Ecology and Environmental Sciences, 36(13): 3911-3922. |
[1] | CHEN Junfang, WU Xian, LIU Xiaolin, LIU Juan, YANG Jiarong, LIU Yu. Shaping Characteristics of Elemental Stoichiometry on Microbial Diversity under Different Soil Water Contents [J]. Ecology and Environment, 2023, 32(5): 898-909. |
[2] | LI Hui, LI Bilong, GE Lili, HAN Chenhui, YANG Qian, ZHANG Yuejun. Temporal and Spatial Characteristics of Vegetation Evolution and Topographic Effects in Fenhe River Basin from 2000 to 2021 [J]. Ecology and Environment, 2023, 32(3): 439-449. |
[3] | QI Yue, ZHANG Qiang, HU Shujuan, CAI Dihua, ZHAO Funian, ZHANG Kai, WANG Heling, WANG Runyuan. Climate Change and Its Impact on Winter Wheat Potential Productivity of Loess Plateau in China [J]. Ecology and Environment, 2022, 31(8): 1521-1529. |
[4] | DENG Tianle, XIE Liyong, ZHANG Fengzhe, ZHAO Hongliang, JIANG Yutong. Competition for Growth Space between Barnyard Grass and Rice under Elevated Atmospheric CO2 Concentration [J]. Ecology and Environment, 2022, 31(8): 1566-1572. |
[5] | LU Yanyu, SUN Wei, FANG Yanqiu, TANG Weian, DENG Hanqing, HE Dongyan. Estimating the Climatic Potential Productivity and the Climatic Capacity of Food Security Based on the Cropping Structure in Anhui Province [J]. Ecology and Environment, 2022, 31(7): 1293-1305. |
[6] | LI Dengke, WANG Zhao. Quantitative Analysis of the Impact of Climate Change and Human Activities on Vegetation NPP in Shaanxi Province [J]. Ecology and Environment, 2022, 31(6): 1071-1079. |
[7] | CAO Xiaoyun, ZHU Cunxiong, CHEN Guoqian, SUN Shujiao, ZHAO Huifang, ZHU Wenbin, ZHOU Bingrong. Surface Greenness Change and Topographic Differentiation over Qaidam Basin from 2000 to 2021 [J]. Ecology and Environment, 2022, 31(6): 1080-1090. |
[8] | SHI Zhiyu, WANG Yating, ZHAO Qing, ZHANG Lianpeng, ZHU Changming. The Spatiotemporal Changes of NPP and Its Driving Mechanisms in China from 2001 to 2020 [J]. Ecology and Environment, 2022, 31(11): 2111-2123. |
[9] | LIU Bingru. Response of Thermal Adaptability of Soil Microbial Respiration and Microbial Community and Diversity to Global Climate Change: A Review [J]. Ecology and Environment, 2022, 31(1): 181-186. |
[10] | ZHOU Dan, ZHANG Juan, LUO Jing, GUO Guang, LI Baohua. Analysis on the Causes of Qinghai Lake Water Level Changes and Prediction of Its Future Trends [J]. Ecology and Environment, 2021, 30(7): 1482-1491. |
[11] | ZHANG Jing, DU Jiaqiang, SHENG Zhilu, ZHANG Yangchengsi, WU Jinhua, LIU Bo. Spatio-temporal Changes of Vegetation Cover and Their Influencing Factors in the Yellow River Basin from 1982 to 2015 [J]. Ecology and Environment, 2021, 30(5): 929-937. |
[12] | TIAN Yichao, YANG Tang, XU Xin. Temporal and Spatial Distribution Characteristics and Influencing Factors of Net Primary Productivity of Vegetation in Typical Basin Entering the Sea in Beibu Gulf [J]. Ecology and Environment, 2021, 30(5): 938-948. |
[13] | HUANG Dong, LI Peng, DONG Nan. Spatial-temporal Differentiation of GS_NDVI in Recent 20 Years and Its Responses to Climate Change and LUCC in the Bohai Coastal Region [J]. Ecology and Environment, 2021, 30(12): 2275-2284. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||
Copyright © 2021 Editorial Office of ACTA PETROLEI SINICA
Address:No. 6 Liupukang Street, Xicheng District, Beijing, P.R.China, 510650
Tel: 86-010-62067128, 86-010-62067137, 86-010-62067139
Fax: 86-10-62067130
Email: syxb@cnpc.com.cn
Support byBeijing Magtech Co.ltd, E-mail:support@magtech.com.cn