Crop discrimination in Northern China with double cropping systems using Fourier analysis of time-series MODIS data

文献类型： 外文期刊

第一作者： Zhang Mingwei

作者： Zhang Mingwei;Zhou Qingbo;Chen Zhongxin;Liu Jia;Zhou Yong;Cai Chongfa

作者机构：

关键词： MODIS;NDVI;Crop discrimination;Fourier transform

期刊名称：INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION （ 影响因子：5.933； 五年影响因子：6.225 ）

ISSN： 0303-2434

年卷期： 2008 年 10 卷 4 期

页码：

收录情况： SCI

摘要： Crop identification is the basis of crop monitoring using remote sensing. Remote sensing the extent and distribution of individual crop types has proven useful to a wide range of users, including policy-makers, farmers, and scientists. Northern China is not merely the political, economic, and cultural centre of China, but also an important base for grain production. Its main grains are wheat, maize, and cotton. By employing the Fourier analysis method, we studied crop planting patterns in the Northern China plain. Then, using time-series EOS-MODIS NDVI data, we extracted the key parameters to discriminate crop types. The results showed that the estimated area and the statistics were correlated well at the county-level. Furthermore, there was little difference between the crop area estimated by the MODIS data and the statistics at province-level. Our study shows that the method we designed is promising for use in regional spatial scale crop mapping in Northern China using the MODIS NDVI time-series. (C) 2007 Elsevier B.V. All rights reserved.

分类号：

  • 相关文献

[1]Selecting the Optimal NDVI Time-Series Reconstruction Technique for Crop Phenology Detection. Wei, Wei,Wu, Wenbin,Li, Zhengguo,Yang, Peng,Zhou, Qingbo. 2016

[2]VALIDATION OF MODIS FAPAR PRODUCTS IN HULUNBER GRASSLAND OF CHINA. Li, Gang,Xin, Xiaoping,Zhang, Hongbin,Li, Gang,Xin, Xiaoping,Zhang, Hongbin,Wang, Daolong,Zhang, Hua,Xin, Xiaoping,Zhang, Hongbin,Liu, Shimin. 2010

[3]Regional yield estimation for winter wheat with MODIS-NDVI data in Shandong, China. Ren, Jianqiang,Chen, Zhongxin,Zhou, Qingbo,Tang, Huajun,Ren, Jianqiang,Chen, Zhongxin,Zhou, Qingbo,Tang, Huajun. 2008

[4]EXTRACTING SPATIAL INFORMATION OF HARVEST INDEX FOR WINTER WHEAT BASED ON MODIS NDVI IN NORTH CHINA. Ren, Jianqiang,Chen, Zhongxin,Tang, Huajun,Ren, Jianqiang,Chen, Zhongxin,Tang, Huajun,Liu, Xingren. 2010

[5]Is Time Series Smoothing Function Necessary for Crop Mapping? - Evidence from Spectral Angle Mapper After Empirical Analysis. Chen, Ailian,Zhao, Hu,Pei, Zhiyuan. 2016

[6]An approach for desertification monitoring in Hulun Buir grassland of Inner Mongolia, China. Qin, Zhihao,Xu, Bin,Gao, Maofang. 2007

[7]The spatial continuity study of NDVI based on Kriging and BPNN algorithm. Yang, Yujian,Zhu, Jianhua,Liu, Shuyun,Tong, Xueqin,Zhao, Chunjiang.

[8]The Response Characteristics of Xilingol Grassland to Uneven Distribution of Precipitation at Temporal and Spatial Scale. Zhang, Qiaofeng,Yu, Hongbo,Bao, Yuhai,Zhang, Qiaofeng,Liu, Guixiang,Zhang, Qiaofeng,Yu, Hongbo,Bao, Yuhai. 2016

[9]Remote-Sensing Based Winter Wheat Growth Dynamic Changes and the Spatial-Temporal Relationship with Meteorological Factor. Huang Qing,Zhou Qingbo,Wu Wenbin,Li Dandan. 2014

[10]Spatio-Temporal Dynamics of Land-Use and Land-Cover in the Mu Us Sandy Land, China, Using the Change Vector Analysis Technique. Karnieli, Arnon,Panov, Natalya,Qin, Zhihao,Wu, Bo,Yan, Feng. 2014

[11]NDVI-Based Long-Term Vegetation Dynamics and Its Response to Climatic Change in the Mongolian Plateau. Bao, Gang,Zhou, Yi,Bao, Gang,Bao, Yuhai,Qin, Zhihao,Li, Wenjuan,Sanjjav, Amarjargal. 2014

[12]Models for estimating the leaf NDVI of japonica rice on a canopy scale by combining canopy NDVI and multisource environmental data in Northeast China. Yu Fenghua,Xu Tongyu,Cao Yingli,Du Wen,Yang Guijun,Wang Shu. 2016

[13]COMPARING BROAD-BAND AND RED EDGE-BASED SPECTRAL VEGETATION INDICES TO ESTIMATE NITROGEN CONCENTRATION OF CROPS USING CASI DATA. Wang, Yanjie,Yue, Jibo,Liao, Qinhong,Yang, Guijun,Feng, Haikuan,Yang, Xiaodong. 2016

[14]Topdressing nitrogen recommendation for early rice with an active sensor in south China. Xue, Lihong,Yang, Linzhang,Xue, Lihong,Yang, Linzhang,Li, Ganghua,Qin, Xia,Zhang, Hailin. 2014

[15]Mapping tropical forests and deciduous rubber plantations in Hainan Island, China by integrating PALSAR 25-m and multi-temporal Landsat images. Chen, Bangqian,Li, Xiangping,Xiao, Xiangming,Zhao, Bin,Chen, Bangqian,Yang, Chuan,Wu, Zhixiang,Sun, Rui,Lan, Guoyu,Xie, Guishui,Xiao, Xiangming,Dong, Jinwei,Qin, Yuanwei,Xiao, Xiangming,Dong, Jinwei,Qin, Yuanwei,Kou, Weili. 2016

[16]NDVI-indicated long-term vegetation dynamics in Mongolia and their response to climate change at biome scale. Bao, Gang,Bao, Yuhai,Bao, Gang,Qin, Zhihao,Zhou, Yi,Sanjjava, Amarjargal,Qin, Zhihao,Xu, Guang,Xu, Guang.

[17]Spatial and Temporal Variations in Spectrum-Derived Vegetation Growth Trend in Qinghai-Tibetan Plateau from 1982 to 2014. Wang Zhi-wei,Wu Xiao-dong,Yue Guang-yang,Zhao Lin,Wang Qian,Nan Zhuo-tong,Qin Yu,Wu Tong-hua,Shi Jian-zong,Zou De-fu,Wang Zhi-wei,Zou De-fu,Wang Zhi-wei. 2016

[18]Land surface phenology of China's temperate ecosystems over 1999-2013: Spatial-temporal patterns, interaction effects, covariation with climate and implications for productivity. Wu, Chaoyang,Peng, Dailiang,Xu, Shiguang,Hou, Xuehui,Gonsamo, Alemu,Gonsamo, Alemu.

[19]Changes in Global Grassland Productivity during 1982 to 2011 Attributable to Climatic Factors. Gao, Qingzhu,Wan, Yunfan,Qin, Xiaobo,Ma, Xin,Liu, Shuo,Li, Yue,Gao, Qingzhu,Wan, Yunfan,Qin, Xiaobo,Ma, Xin,Liu, Shuo,Li, Yue,Schwartz, Mark W.,Williamson, Matthew A.,Peters, Casey B.,Zhu, Wenquan. 2016

[20]Rice polarization scattering characteristics and paddyfield recognition. Shen, Shuanghe,Zhang, Pingping,Li, Bingbai. 2007

作者其他论文 更多>>

微信小程序