Exploring the Spatio-Temporal Dynamics of Winter Rape on the Middle Reaches of Yangtze River Valley Using Time-Series MODIS Data

被引:18
|
作者
Tao, Jianbin [1 ]
Wu, Wenbin [2 ]
Liu, Wenbin [3 ]
Xu, Meng [1 ]
机构
[1] Cent China Normal Univ, Sch Urban & Environm Sci, Key Lab Geog Proc Anal & Simulat Hubei Prov, Wuhan 430079, Peoples R China
[2] Chinese Acad Agr Sci, Minist Agr, Inst Agr Resources & Reg Planning, Key Lab Agr Remote Sensing, Beijing 100081, Peoples R China
[3] Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430070, Peoples R China
基金
中国国家自然科学基金;
关键词
international rapeseed trade; winter rape; spatio-temporal patterns; MYR; time-series MODIS data; CHINA;
D O I
10.3390/su12020466
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Rapeseed is an important oil product in China. China's current soybean trade issues with major soybean producing countries have caused a large decline in soybean import since 2017. This may bring the increasing needs of rapeseed import, which would have an impact on domestic production. However, our knowledge on the effects of international rapeseed trade on domestic production remains unknown. It is thus important to understand the pattern of rapeseed in China under this scenario, as it may provide necessary information for all relevant stakeholders. With this goal, this study aims to investigate the spatial and temporal patterns of winter rape in China's major winter rape production region, the Middle Reaches of the Yangtze River Valley (MYR), during 2003-2015 using time-series Moderate Resolution Imaging Spectroradiometer (MODIS) data. A decision tree according to the difference in enhanced vegetation index (EVI) profiles of land-cover types was built to extract winter rape. The results show that there is an essential decrease in both the number and density of winter rape patches under the opening global rapeseed market. There are significant hotspots of winter rape gain and loss, within which the loss dominated the trend. The significant cost advantage of rapeseed in the international market may largely reduce the domestic cultivation in China through telecoupling effects. Understanding the spatio-temporal dynamics of winter rape on the MYR has significant economic and policy implications and can provide great supports for the agricultural production, policy-making, and oil products trade in the international market.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] FLOOD MONITORING AND ANALYSIS OVER THE MIDDLE REACHES OF YANGTZE RIVER BASIN USING MODIS TIME-SERIES IMAGERY
    Li, Bin
    Yan, Qin
    Zhang, Li
    [J]. 2011 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2011, : 807 - 810
  • [2] Mapping spatio-temporal flood inundation dynamics at large river basin scale using time-series flow data and MODIS imagery
    Huang, Chang
    Chen, Yun
    Wu, Jianping
    [J]. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2014, 26 : 350 - 362
  • [3] Spatio-temporal heterogeneity of urban ecological resilience in the middle reaches of the Yangtze River in China
    Yin, Zhixiang
    Ma, Tiantian
    Sun, Yanlin
    Yin, Zongyi
    [J]. INTERNATIONAL REVIEW OF ECONOMICS & FINANCE, 2024, 94
  • [4] Spatio-Temporal Evolution of Urban Morphology in the Yangtze River Middle Reaches Megalopolis, China
    Zheng, Duo
    Zhang, Guanshi
    Shan, Hui
    Tu, Qichao
    Wu, Hongjuan
    Li, Sen
    [J]. SUSTAINABILITY, 2020, 12 (05)
  • [5] Spatio-temporal prediction of daily temperatures using time-series of MODIS LST images
    Hengl, Tomislav
    Heuvelink, Gerard B. M.
    Tadic, Melita Percec
    Pebesma, Edzer J.
    [J]. THEORETICAL AND APPLIED CLIMATOLOGY, 2012, 107 (1-2) : 265 - 277
  • [6] Spatio-temporal prediction of daily temperatures using time-series of MODIS LST images
    Tomislav Hengl
    Gerard B. M. Heuvelink
    Melita Perčec Tadić
    Edzer J. Pebesma
    [J]. Theoretical and Applied Climatology, 2012, 107 : 265 - 277
  • [7] Analysis of the Spatio-Temporal Evolution and Factors Influencing the Freight Network in the Middle Reaches of the Yangtze River
    Huang, Shumin
    Huang, Yin
    Zhang, Xiaofan
    Sheng, Sishi
    Mao, Lisha
    Huang, Xiangni
    Liu, Runda
    Huang, Biao
    [J]. DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2021, 2021
  • [8] Spatio-temporal variations of ecosystem services in the urban agglomerations in the middle reaches of the Yangtze River, China
    Dai, Xin
    Wang, Lunche
    Huang, Chunbo
    Fang, Lulu
    Wang, Shaoqiang
    Wang, Lizhe
    [J]. ECOLOGICAL INDICATORS, 2020, 115
  • [9] Assessment of spatio-temporal vegetation dynamics in tropical arid ecosystem of India using MODIS time-series vegetation indices
    Gangalakunta P. Obi Reddy
    Nirmal Kumar
    Nisha Sahu
    Rajeev Srivastava
    Surendra Kumar Singh
    Lekkala Gopala Krishnama Naidu
    Gajjala Ravindra Chary
    Chandrashekhar M. Biradar
    Murali Krishna Gumma
    Bodireddy Sahadeva Reddy
    Javaji Narendra Kumar
    [J]. Arabian Journal of Geosciences, 2020, 13
  • [10] Assessment of spatio-temporal vegetation dynamics in tropical arid ecosystem of India using MODIS time-series vegetation indices
    Reddy, Gangalakunta P. Obi
    Kumar, Nirmal
    Sahu, Nisha
    Srivastava, Rajeev
    Singh, Surendra Kumar
    Naidu, Lekkala Gopala Krishnama
    Chary, Gajjala Ravindra
    Biradar, Chandrashekhar M.
    Gumma, Murali Krishna
    Reddy, Bodireddy Sahadeva
    Kumar, Javaji Narendra
    [J]. ARABIAN JOURNAL OF GEOSCIENCES, 2020, 13 (15)