Remote sensing monitoring of the spatiotemporal dynamics of urban forest phenology and its response to climate and urbanization

被引:16
作者
Hu, Mengchen [1 ,2 ,3 ]
Li, Xuejian [1 ,2 ,3 ]
Xu, Yanxin [1 ,2 ,3 ]
Huang, Zihao [1 ,2 ,3 ]
Chen, Chao [1 ,2 ,3 ]
Chen, Jinjin [1 ,2 ,3 ]
Du, Huaqiang [1 ,2 ,3 ]
机构
[1] Zhejiang A&F Univ, State Key Lab Subtrop Silviculture, Hangzhou 311300, Peoples R China
[2] Zhejiang A&F Univ, Key Lab Carbon Cycling Forest Ecosyst & Carbon Seq, Hangzhou 311300, Peoples R China
[3] Zhejiang A&F Univ, Sch Environm & Resources Sci, Hangzhou 311300, Peoples R China
基金
中国国家自然科学基金;
关键词
Vegetation phenology; Remote sensing; Climate change; Urbanization; MODIS EVI; LAND-SURFACE PHENOLOGY; NDVI TIME-SERIES; VEGETATION PHENOLOGY; SPRING PHENOLOGY; PLANT PHENOLOGY; BAMBOO FOREST; AVHRR DATA; CHINA; EXPANSION; IMPACTS;
D O I
10.1016/j.uclim.2024.101810
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Urban forests are an important part of urban ecosystems, and urban forest phenology is of extraordinary significance for exploring climate change in terrestrial ecosystems and related issues arising from urbanization. In this study, the urban forest phenology of Hangzhou was extracted using the dynamic thresholding method based on MODIS EVI data from 2001 to 2020 by reconstructing the time series through the double logistic function. Additionally, this study combines climate data (temperature, precipitation) and urbanization indicators (impervious surface, urban-rural gradient) to analyze the response of Hangzhou urban forest phenology to climate and urbanization. The results of the study showed that the urban forest phenology in Hangzhou as a whole tended to have an advanced start of the growing season (SOS), delayed end of the growing season (EOS), and extended length of the growing season (LOS). The greater a region's urbanization, the more obvious the trend. In response to climate change, temperature had the most significant effect on urban forest phenology, with the SOS advancing by 0.4 days and the EOS delaying by 0.3 days for every 1 degrees C increase in temperature. Our study contributes to the understanding of urban forest phenology in Hangzhou and serves as a reference for the study of subtropical urban forest phenology.
引用
收藏
页数:19
相关论文
共 105 条
[21]   Land surface phenology from optical satellite measurement and CO2 eddy covariance technique [J].
Gonsamo, Alemu ;
Chen, Jing M. ;
Price, David T. ;
Kurz, Werner A. ;
Wu, Chaoyang .
JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES, 2012, 117
[22]   NORMALIZED DIFFERENCE VEGETATION INDEX MEASUREMENTS FROM THE ADVANCED VERY HIGH-RESOLUTION RADIOMETER [J].
GOWARD, SN ;
MARKHAM, B ;
DYE, DG ;
DULANEY, W ;
YANG, JL .
REMOTE SENSING OF ENVIRONMENT, 1991, 35 (2-3) :257-277
[23]   Trend detection in hydrologic data: The Mann-Kendall trend test under the scaling hypothesis [J].
Hamed, Khaled H. .
JOURNAL OF HYDROLOGY, 2008, 349 (3-4) :350-363
[24]   Land Surface Phenology and Land Surface Temperature Changes Along an Urban-Rural Gradient in Yangtze River Delta, China [J].
Han, Guifeng ;
Xu, Jianhua .
ENVIRONMENTAL MANAGEMENT, 2013, 52 (01) :234-249
[25]   Enhancing urban ventilation performance through the development of precinct ventilation zones: A case study based on the Greater Sydney, Australia [J].
He, Bao-Jie ;
Ding, Lan ;
Prasad, Deo .
SUSTAINABLE CITIES AND SOCIETY, 2019, 47
[26]   Intelligent Mapping of Urban Forests from High-Resolution Remotely Sensed Imagery Using Object-Based U-Net-DenseNet-Coupled Network [J].
He, Shaobai ;
Du, Huaqiang ;
Zhou, Guomo ;
Li, Xuejian ;
Mao, Fangjie ;
Zhu, Di'en ;
Xu, Yanxin ;
Zhang, Meng ;
Huang, Zihao ;
Liu, Hua ;
Luo, Xin .
REMOTE SENSING, 2020, 12 (23) :1-22
[27]  
[何月 He Yue], 2013, [自然资源学报, Journal of Natural Resources], V28, P220
[28]  
Hedquist Brent C., 2006, Journal of the Arizona-Nevada Academy of Science, V38, P77, DOI 10.2181/1533-6085(2006)38[77:URARCC]2.0.CO
[29]  
2
[30]   Noise reduction of NDVI time series: An empirical comparison of selected techniques [J].
Hird, Jennifer N. ;
McDermid, Gregory J. .
REMOTE SENSING OF ENVIRONMENT, 2009, 113 (01) :248-258