EXTRACTING SPATIAL INFORMATION OF HARVEST INDEX FOR WINTER WHEAT BASED ON MODIS NDVI IN NORTH CHINA

被引:1
|
作者
Ren, Jianqiang [1 ,2 ]
Liu, Xingren [3 ]
Chen, Zhongxin [1 ,2 ]
Tang, Huajun [1 ,2 ]
机构
[1] Minist Agr, Key Lab Resources Remote Sensing & Digital Agr, Beijing 100081, Peoples R China
[2] Chinese Acad Agr Sci, Inst Agr Resources & Regional Planning, Beijing 100081, Peoples R China
[3] Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
基金
国家高技术研究发展计划(863计划);
关键词
Harvest index; crop; winter wheat; remote sensing; MODIS; NDVI; Savitzky-Golay filter; YIELD; MAIZE; MODEL;
D O I
10.1109/IGARSS.2010.5651877
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
In order to acquire the spatial information of winter wheat harvest index (HI), depending on the crop growth profile of time-series MODIS-NDVI to calculate mean slope of NDVI curve and accumulated NDVI at stage of before anthesis and after anthesis, the authors made full use of remote sensing information and structured two parameters HINDVI-k and HINDVI-SUM according to the definition of HI of crop. Then relationships between the two parameters and field measured HI of winter wheat were established respectively. After validation of retrieved winter wheat HI, it was shown that the accuracy of the retrieved HI of winter wheat was high and satisfied at large scale in study region of Huanghuaihai Plain in China. The mean relative errors of the retrieved HI were 3.60% and 2.40% and RMSE were 0.04 and 0.02 respectively. It was proved that the method of structuring parameters of HINDVI-k and HINDVI-SUM and extracting harvest index for winter wheat based on time-series MODIS-NDVI was reasonable and feasible.
引用
收藏
页码:2143 / 2146
页数:4
相关论文
共 50 条
  • [1] NDVI-BASED WINTER WHEAT RESPONSES TO HEATWAVE IN THE NORTH CHINA PLAIN
    Zhang, Zengfeng
    Song, Lian
    Deng, Shulin
    Zhang, Qian
    Jian, Ji
    [J]. 2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), 2019, : 7156 - 7159
  • [2] Regional yield estimation for winter wheat with MODIS-NDVI data in Shandong, China
    Ren, Jianqiang
    Chen, Zhongxin
    Zhou, Qingbo
    Tang, Huajun
    [J]. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2008, 10 (04): : 403 - 413
  • [4] Extracting multiple cropping index based on NDVI time series: A method integrating temporal and spatial information
    Liang, Shouzhen
    Yang, Chunhua
    Yu, Dingfeng
    Ma, Wandong
    [J]. THIRD INTERNATIONAL CONFERENCE ON AGRO-GEOINFORMATICS (AGRO-GEOINFORMATICS 2014), 2014, : 325 - 329
  • [5] Winter Wheat Area Estimation with MODIS-NDVI Time Series Based on Parcel
    Li Le
    Zhang Jin-shui
    Zhu Wen-quan
    Hu Tan-gao
    Hou Dong
    [J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2011, 31 (05) : 1379 - 1383
  • [6] SPATIAL AND TEMPORAL CHANGES OF VEGETATION COVER IN CHINA BASED ON MODIS NDVI
    Kasoro, F. R.
    Yan, L.
    Zhang, W.
    ASANTE-BADU, B.
    [J]. APPLIED ECOLOGY AND ENVIRONMENTAL RESEARCH, 2021, 19 (02): : 1371 - 1390
  • [7] Estimating harvest index of winter wheat from canopy spectral reflectance information
    Li, Heli
    Luo, Yi
    Xue, Xiaoping
    Zhao, Yujin
    Zhao, Hong
    Li, Feng
    [J]. JOURNAL OF FOOD AGRICULTURE & ENVIRONMENT, 2011, 9 (3-4): : 420 - 425
  • [8] Extraction and spatio-temporal analysis of phenological dates of winter wheat in north Henan Province of China from 2003 to 2018 based on MODIS NDVI time series
    Gao, Zhifang
    [J]. PLOS ONE, 2024, 19 (04):
  • [9] Research and Realization of Winter Wheat Yield Estimation Model Based on NDVI Index
    Wu, Zhichao
    Li, Changchun
    Feng, Haikuan
    Xu, Bo
    Yang, Guijun
    Li, Zhenhai
    Pei, Hagjie
    Liu, Mingxing
    [J]. COMPUTER AND COMPUTING TECHNOLOGIES IN AGRICULTURE XI, CCTA 2017, PT II, 2019, 546 : 301 - 309
  • [10] Mapping drought status of winter wheat from MODIS data in North China Plain
    Gao, Lei
    Qin, Zhihao
    Xu, Bin
    Lu, Liping
    Pei, Huan
    [J]. GEOINFORMATICS 2007: REMOTELY SENSED DATA AND INFORMATION, PTS 1 AND 2, 2007, 6752