4.7 Article

Winter Wheat Phenology Variation and Its Response to Climate Change in Shandong Province, China

期刊

REMOTE SENSING
卷 14, 期 18, 页码 -

出版社

MDPI
DOI: 10.3390/rs14184482

关键词

phenology; winter wheat; MODIS-EVI; spatiotemporal characteristics; climate change; Shandong Province

资金

  1. National Natural Science Foundation of China [41901133]
  2. Strategic Priority Research Programof the ChineseAcademy of Sciences [XDA19060205]
  3. Key Deployment Project of Centre for Ocean Mega-Research of Science, Chinese Academy of Sciences [COMS2020Q07]
  4. Open Fund Project of Key Laboratory of Marine Environmental Information Technology, Ministry of Natural Resources of the People's Republic of China
  5. Special Exchange Program of Chinese Academy of Sciences [E229030101]

向作者/读者索取更多资源

Crop phenology, especially winter wheat, is influenced by climate variables such as temperature and precipitation. In Shandong Province, China, the phenological changes of winter wheat show a spatial pattern and a trend of delay and advancement in some regions.
Crop phenology is considered to be an important indicator reflecting the biophysical and physiological processes of crops facing climate change. Therefore, quantifying crop phenology change and its relationship with climate variables is of great significance for developing agricultural management and adaptation strategies to cope with global warming. Based on the Moderate Resolution Imaging Spectroradiometer (MODIS) Enhanced Vegetation Index (EVI) product, winter wheat green-up date, heading date, jointing date, and maturity date were first retrieved by Savitzky-Golay (S-G) filtering and threshold methods and then the variation of winter wheat phenology and its correlation with mean (T-mean), minimum (T-min), and maximum (T-max) temperature and precipitation (P-re) during 2003-2019 were comprehensively analyzed in Shandong Province, China. Results showed that green-up date, jointing date, heading date, and maturity date generally ranged from 50-70 DOY, 75-95 DOY, 100-120 DOY, and 130-150 DOY. Winter wheat phenology presented a spatial pattern of the South earlier than the North and the inland earlier than the coastal regions. For every 1 degrees increase in latitude/longitude, green-up date, jointing date, heading date, and maturity date were respectively delayed by 3.93 days/0.43 days, 2.31 days/1.19 days, 2.80 days/1.14 days, and 2.12 days/1.09 days. Green-up date and jointing date were both advanced in the West and delayed in the Eastern coastal areas and the South, and heading date and maturity date respectively showed a widespread advance and a delayed tendency in Shandong Province, however, the trend of winter wheat phenological changes was generally insignificant. In addition, green-up date, jointing date, and heading date generally presented a significant negative correlation with mean/minimum temperature, while maturity date was positively associated with the current month maximum temperature, notably in the West of Shandong Province. Regarding precipitation, a generally insignificant relationship with winter wheat phenology was detected. Results in this study are anticipated to provide insight into the impact of climate change on winter wheat phenology and to supply reference for the agricultural production and field management of winter wheat in Shandong Province, China.

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