Welcome to Acta Agronomica Sinica,

Acta Agron Sin ›› 2007, Vol. 33 ›› Issue (01): 171-174.

• RESEARCH NOTES • Previous Articles    

Preliminary Hyperspectral Estimation Models for Crude Fat Content in Corn

YI Qiu-Xiang1,HUANG Jing-Feng1,WANG Xiu-Zhen2,QIAN Yi3   

  1. 1 Institute of Agricultural Remote Sensing & Information Technology, Zhejiang University, Hangzhou 310029, Zhejiang; 2 Zhejiang Meteorological Institute, Hangzhou 310004, Zhejiang; 3 Department of Environment and Resources, Xinjiang Agricultural University, Urumchi 830052, Xinjiang, China
  • Received:2005-11-28 Revised:1900-01-01 Online:2007-01-12 Published:2007-01-12
  • Contact: YI Qiu-Xiang

Abstract:

The hyperspectral reflectances of leaf, stem, ear and sheath and corresponding crude fat content in six kinds of corn (Zea mays L.) were determined. Correlation between crude fat content and spectral measurements was calculated. The crude fat content of dried ground leaves was best predicted with the first derivative reflectance. Precision evaluation indicated that the exponential model derived from the first derivative reflectance at 1954 nm was the best for the estimation of corn crude fat content.

Key words: Corn, Spectral reflectance, First derivative of reflectance, Crude fat content

[1] XIAO Ying-Ni, YU Yong-Tao, XIE Li-Hua, QI Xi-Tao, LI Chun-Yan, WEN Tian-Xiang, LI Gao-Ke, HU Jian-Guang. Genetic diversity analysis of Chinese fresh corn hybrids using SNP Chips [J]. Acta Agronomica Sinica, 2022, 48(6): 1301-1311.
[2] XU Tian-Jun, ZHANG Yong, ZHAO Jiu-Ran, WANG Rong-Huan, LYU Tian-Fang, LIU Yue-E, CAI Wan-Tao, LIU Hong-Wei, CHEN Chuan-Yong, WANG Yuan-Dong. Canopy structure, photosynthesis, grain filling, and dehydration characteristics of maize varieties suitable for grain mechanical harvesting [J]. Acta Agronomica Sinica, 2022, 48(6): 1526-1536.
[3] LI Yi-Jun, LYU Hou-Quan. Effect of agricultural meteorological disasters on the production corn in the Northeast China [J]. Acta Agronomica Sinica, 2022, 48(6): 1537-1545.
[4] SU Da, YAN Xiao-Jun, CAI Yuan-Yang, LIANG Tian, WU Liang-Quan, MUHAMMAD Atif Muneer, YE De-Lian. Effects of phosphorus fertilizer on kernel phytic acid and zinc bioavailability in sweet corn [J]. Acta Agronomica Sinica, 2022, 48(1): 203-214.
[5] LIU Shao-Rong, YANG Yang, TIAN Hong-Li, YI Hong-Mei, WANG Lu, KANG Ding-Ming, FANG Ya-Ming, REN Jie, JIANG Bin, GE Jian-Rong, CHENG Guang-Lei, WANG Feng-Ge. Genetic diversity analysis of silage corn varieties based on agronomic and quality traits and SSR markers [J]. Acta Agronomica Sinica, 2021, 47(12): 2362-2370.
[6] WANG Ke-Ru, LI Lu-Lu, GAO Shang, WANG Yi-Zhou, HUANG Zhao-Fu, XIE Rui-Zhi, MING Bo, HOU Peng, XUE Jun, ZHANG Guo-Qiang, HOU Liang-Yu, LI Shao-Kun. Analysis of main quality index of corn harvesting with combine in China [J]. Acta Agronomica Sinica, 2021, 47(12): 2440-2449.
[7] YAN Xiao-Jun, YE De-Lian, SU Da, LI Fang, ZHENG Chao-Yuan, WU Liang-Quan. Effects of phosphorus application on phosphorus uptake and utilization of sweet corn [J]. Acta Agronomica Sinica, 2021, 47(1): 169-176.
[8] BAI Zong-Fan,JING Xia,ZHANG Teng,DONG Ying-Ying. Canopy SIF synergize with total spectral reflectance optimized by the MDBPSO algorithm to monitor wheat stripe rust [J]. Acta Agronomica Sinica, 2020, 46(8): 1248-1257.
[9] NIU Xin-Ning,WANG Bu-Jun. Evaluation of matrix reference material of Fumonisins FB1 in corn flour [J]. Acta Agronomica Sinica, 2020, 46(7): 1128-1133.
[10] XUE Yan-Tao,LU Ping,SHI Meng-Sha,SUN Hao-Yue,LIU Min-Xuan,WANG Rui-Yun. Genetic diversity and population genetic structure of broomcorn millet accessions in Xinjiang and Gansu [J]. Acta Agronomica Sinica, 2019, 45(10): 1511-1521.
[11] Ming-Gang XIAO, Feng-Jing SONG, Bing SUN, Xin ZUO, Guang-Shan ZHAO, Ai-Hua XIN, Zhu-Gang LI. Exploration of Foreign Maize Inbred Lines with Broad Spectrum Resistance to Northern Corn Leaf Blight and Preliminary Identification of Resistance Genes [J]. Acta Agronomica Sinica, 2018, 44(04): 614-619.
[12] CHEN Jun-Xu, HUANG Shan, FAN Yuan-Fang, WANG Rui, LIU Qin-Lin, YANG Wen-Yu*,YANG Feng*. Remote Detection of Canopy Leaf Nitrogen Status in Soybean by Hyperspectral Data under Monoculture and Intercropping Systems [J]. Acta Agron Sin, 2017, 43(12): 1835-1844.
[13] ZHOU Yu,SU Wang,WANG Jian, QU Yang,GAO Xiao-Li,YANG Pu,FENG Bai-Li. Effects of Mulching and Nitrogen Application on Photosynthetic Characteristicsand Yield Traits in Broomcorn Millet [J]. Acta Agron Sin, 2016, 42(06): 873-885.
[14] QI Bo,ZHANG Ning,ZHAO Tuan-Jie,XING Guang-Nan,ZHAO Jing-Ming*,GAI Jun-Yi*. Prediction of Leaf Area Index Using Hyperspectral Remote Sensing in Breeding Programs of Soybean [J]. Acta Agron Sin, 2015, 41(07): 1073-1085.
[15] YU Yong-Tao,LI Gao-Ke,QI Xi-Tao,LI Chun-Yan,MAO Ji-Hua,HU Jian-Guang*. Mapping and Epistatic Interactions of QTLs for Pericarp Thickness in Sweet Corn [J]. Acta Agron Sin, 2015, 41(03): 359-366.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!