Winter wheat planted area monitoring and yield modeling using MODIS data in the Huang-Huai-Hai Plain, China
نویسندگان
چکیده
Accurate and timely crop areas monitoring yield modeling are of great significance for food security sustainability agro-ecosystems. This study provides a rapid robust method planted area winter wheat based on Moderate Resolution Imaging Spectroradiometer (MODIS) data from 2001 to 2016 in the Huang-Huai-Hai Plain China. Statistical at prefecture level used accuracy assessment MODIS-derived yield. The results show that overall estimated is 96.5% 2016. Besides, presents an increasing trend Plain, especially 2009 2013. In terms modeling, coefficients determination (R2) between statistical all higher than 0.86, relative errors (RE) <5%. models can accurately estimate yield, with adequate NDVI data, before harvesting dates. has potential be applied other regions.
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ژورنال
عنوان ژورنال: Computers and Electronics in Agriculture
سال: 2021
ISSN: ['1872-7107', '0168-1699']
DOI: https://doi.org/10.1016/j.compag.2021.106049