Spatiotemporal Variation of Net Primary Productivity and Its Response to Climate Change and Human Activities in the Yangtze River Delta, China

被引:10
作者
Li, Dengpan [1 ]
Tian, Lei [1 ]
Li, Mingyang [1 ]
Li, Tao [1 ]
Ren, Fang [1 ]
Tian, Chunhong [1 ]
Yang, Ce [1 ]
机构
[1] Nanjing Forestry Univ, Coll Forestry, Nanjing 210037, Peoples R China
来源
APPLIED SCIENCES-BASEL | 2022年 / 12卷 / 20期
基金
中国国家自然科学基金;
关键词
net primary production (NPP); spatiotemporal variation; climate change; human activity; geographical detectors; Yangtze River Delta; DRIVING FORCES; VEGETATION DYNAMICS; USE EFFICIENCY; LOESS PLATEAU; URBANIZATION; IMPACTS; VARIABILITY; SATELLITE; BASIN; ECOSYSTEM;
D O I
10.3390/app122010546
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Exploring the temporal and spatial changes, as well as driving factors, of net primary productivity (NPP) of terrestrial ecosystems is essential for maintaining regional carbon balance. This work focuses on the spatiotemporal variation and future trends of NPP and the response mechanisms of NPP to various driving factors. The Theil-Sen estimator, as well as Mann-Kendall and Hurst exponent methods, were used to analyze the spatiotemporal dynamics and future trends of NPP, and geographical detectors and correlation analysis were used to reveal the response of NPP to various driver changes to environmental factors. The results showed that the NPP was generally on an increasing trend in the Yangtze River Delta region from 2000 to 2019, with the average NPP value of 550.17 g C m(-2) a(-1), of which 85.90% was the increasing regions and 14.10% was the decreasing regions, showing a significant spatiotemporal heterogeneity characteristic. The trend of future changes in NPP is dominated by an anti-persistence trend in the study area, i.e., the opposite of the past trend. Notably, annual precipitation is the most significant positive driver of NPP; while NPP was negatively correlated with population, meanwhile, different land use/land cover (LULC) also significantly affected the spatial distribution of NPP. Besides, there was a two-factor enhanced interaction between the various drivers on NPP, with the highest interaction occurring between temperature and elevation. Overall, this study provides data support for future regional NPP predictions and ecosystem evaluations.
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页数:22
相关论文
共 82 条
[1]  
[Anonymous], DAT CTR RES ENV SCI
[2]  
[Anonymous], LEV 1 ATM ARCH DISTR
[3]  
[Anonymous], LAND PROC DISTR ACT
[4]  
[Anonymous], Geospatial Data Cloud Platform
[5]   Urbanization alters spatiotemporal patterns of ecosystem primary production: A case study of the Phoenix metropolitan region, USA [J].
Buyantuyev, A. ;
Wu, J. .
JOURNAL OF ARID ENVIRONMENTS, 2009, 73 (4-5) :512-520
[6]   Effects of Harvesting Forest Biomass on Water and Climate Regulation Services: A Synthesis of Long-Term Ecosystem Experiments in Eastern North America [J].
Caputo, Jesse ;
Beier, Colin M. ;
Groffman, Peter M. ;
Burns, Douglas A. ;
Beall, Frederick D. ;
Hazlett, Paul W. ;
Yorks, Thad E. .
ECOSYSTEMS, 2016, 19 (02) :271-283
[7]   NDVI-based vegetation dynamics and its response to climate changes at Amur-Heilongjiang River Basin from 1982 to 2015 [J].
Chu, Hongshuai ;
Venevsky, Sergey ;
Wu, Chao ;
Wang, Menghui .
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 650 :2051-2062
[8]  
[崔耀平 Cui Yaoping], 2012, [自然资源学报, Journal of Natural Resources], V27, P281
[9]   Combining satellite data and biogeochemical models to estimate global effects of human-induced land cover change on carbon emissions and primary productivity [J].
DeFries, RS ;
Field, CB ;
Fung, I ;
Collatz, GJ ;
Bounoua, L .
GLOBAL BIOGEOCHEMICAL CYCLES, 1999, 13 (03) :803-815
[10]   Global potential net primary production predicted from vegetation class, precipitation, and temperature [J].
Del Grosso, Stephen ;
Parton, William ;
Stohlgren, Thomas ;
Zheng, Daolan ;
Bachelet, Dominique ;
Prince, Stephen ;
Hibbard, Kathy ;
Olson, Richard .
ECOLOGY, 2008, 89 (08) :2117-2126