Spatiotemporal variation in vegetation phenology and its response to climate change in marshes of Sanjiang Plain, China

被引:5
作者
Liu, Yiwen [1 ,2 ]
Shen, Xiangjin [1 ,3 ]
Zhang, Jiaqi [1 ]
Wang, Yanji [1 ,2 ]
Wu, Liyuan [1 ,2 ]
Ma, Rong [1 ]
Lu, Xianguo [1 ]
Jiang, Ming [1 ]
机构
[1] Chinese Acad Sci, Northeast Inst Geog & Agroecol, Changchun, Peoples R China
[2] Univ Chinese Acad Sci, Beijing, Peoples R China
[3] Chinese Acad Sci, Northeast Inst Geog & Agroecol, Changchun 130102, Peoples R China
基金
中国国家自然科学基金;
关键词
climatic change; marsh; phenology; response; Sanjiang Plain; vegetation; FRESH-WATER MARSHES; SPRING PHENOLOGY; TEMPERATE GRASSLANDS; NDVI; CLASSIFICATION; IDENTIFICATION; QUEENSLAND; WETLANDS; METRICS;
D O I
10.1002/ece3.9755
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Sanjiang Plain is the largest marsh distribution area of China, and marshes in this region significantly affect regional carbon cycle and biodiversity protection. The vegetation phenology of marsh significantly affects the energy exchange and carbon cycle in that region. Under the influence of global climatic change, identifying the changes in phenology and their responses to climatic variation in marshes of Sanjiang Plain is essential for predicting the carbon stocks of marsh ecosystem in that region. Using climate and NDVI data, this paper analyzed the spatiotemporal variations in the start (SOS), end (EOS), and length (LOS) of vegetation growing season and explored the impacts of climatic variation on vegetation phenology in marshes of Sanjiang Plain. Results showed that the SOS advanced by 0.30 days/a, and EOS delayed by 0.23 days/a, causing LOS to increase significantly (p < .05) by 0.53 days/a over marshes of Sanjiang Plain. Spatially, the large SOS advance and EOS delay resulted in an obvious increasing trend for LOS in northern Sanjiang Plain. The rise of spring and winter temperatures advanced the SOS and increased the LOS, and the rise in temperature in autumn delayed the EOS in marshes of Sanjiang Plain. Our findings highlight the necessity of considering seasonal climatic conditions in simulating marsh vegetation phenology and indicate that the different influences of climatic variation on marsh vegetation phenology in different regions should be fully considered to assess the marsh ecosystem response to climatic change in Sanjiang Plain.
引用
收藏
页数:13
相关论文
共 55 条
[1]   Responses of spring phenology to climate change [J].
Badeck, FW ;
Bondeau, A ;
Böttcher, K ;
Doktor, D ;
Lucht, W ;
Schaber, J ;
Sitch, S .
NEW PHYTOLOGIST, 2004, 162 (02) :295-309
[2]   Assessing viewing and illumination geometry effects on the MODIS vegetation index (MOD13Q1) time series: implications for monitoring phenology and disturbances in forest communities in Queensland, Australia [J].
Bhandari, Santosh ;
Phinn, Stuart ;
Gill, Tony .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2011, 32 (22) :7513-7538
[3]   A simple method to improve the quality of NDVI time-series data by integrating spatiotemporal information with the Savitzky-Golay filter [J].
Cao, Ruyin ;
Chen, Yang ;
Shen, Miaogen ;
Chen, Jin ;
Zhou, Jin ;
Wang, Cong ;
Yang, Wei .
REMOTE SENSING OF ENVIRONMENT, 2018, 217 :244-257
[4]   Assessment of environmental factors causing wetland degradation, using Fuzzy Analytic Network Process: A case study on Keoladeo National Park, India [J].
Chatterjee, Kajal ;
Bandyopadhyay, Abhirup ;
Ghosh, Amitava ;
Kar, Samarjit .
ECOLOGICAL MODELLING, 2015, 316 :1-13
[5]   Temporal variation of normalized difference vegetation index (NDVI) and calculation of the crop coefficient (Kc) from NDVI in areas cultivated with irrigated soybean [J].
de Oliveira, Thalita Carrijo ;
Ferreira, Elizabeth ;
Aguilar Dantas, Antonio Augusto .
CIENCIA RURAL, 2016, 46 (09) :1683-1688
[6]   Effects of Growing-Season Drought on Phenology and Productivity in the West Region of Central Hardwood Forests, USA [J].
Duan, Shengwu ;
He, Hong S. ;
Spetich, Marty .
FORESTS, 2018, 9 (07)
[7]  
Enkhzaya T, 2010, INT ARCH PHOTOGRAMM, V38, P473
[8]   Wetlands and global climate change: the role of wetland restoration in a changing world [J].
Erwin, Kevin L. .
WETLANDS ECOLOGY AND MANAGEMENT, 2009, 17 (01) :71-84
[9]   Investigation of terrain illumination effects on vegetation indices and VI-derived phenological metrics in subtropical deciduous forests [J].
Galvao, Lenio Soares ;
Breunig, Fabio Marcelo ;
Teles, Thiago Sousa ;
Gaida, William ;
Balbinot, Rafaelo .
GISCIENCE & REMOTE SENSING, 2016, 53 (03) :360-381
[10]   Climate warming increases spring phenological differences among temperate trees [J].
Geng, Xiaojun ;
Fu, Yongshuo H. ;
Hao, Fanghua ;
Zhou, Xuancheng ;
Zhang, Xuan ;
Yin, Guodong ;
Vitasse, Yann ;
Piao, Shilong ;
Niu, Kechang ;
De Boeck, Hans J. ;
Menzel, Annette ;
Penuelas, Josep .
GLOBAL CHANGE BIOLOGY, 2020, 26 (10) :5979-5987