Canopy reflectance response to plant nitrogen accumulation in rice

被引:0
|
作者
S. G. Bajwa
A. R. Mishra
R. J. Norman
机构
[1] University of Arkansas,Department of Biological and Agricultural Engineering
[2] University of Florida,Department of Agricultural and Biological Engineering
[3] University of Arkansas,Crop Soil and Environmental Sciences
来源
Precision Agriculture | 2010年 / 11卷
关键词
Rice; Nitrogen; Canopy reflectance; Vegetation index (VI); Inter-nodal elongation;
D O I
暂无
中图分类号
学科分类号
摘要
Tools to quantify the nitrogen (N) status of a rice canopy during inter-nodal elongation (IE) would be valuable for mid-season N management because N accounts for the largest input cost. The objective of this paper was to study canopy reflectance as a potential tool for assessing the mid-season status of N in a rice crop. Three field plot experiments were conducted in 2002 and 2003 on cultivars Wells and Cocodrie to study the canopy reflectance response of rice to plant N accumulation (PNA) during IE and to identify the wavelengths and vegetation indices that are good indicators of PNA. Each experiment included six pre-flood N treatments of 0, 33.6, 67.2, 100.8, 133.4 and 168 kg N ha−1. Rice canopy reflectance, biomass, tissue N concentration and PNA were measured weekly during IE. The wavelengths most strongly correlated to PNA at the beginning of IE were 937 and 718 nm. Several vegetation indices were examined to determine which were strongly correlated (>0.7) with PNA at the beginning of IE. Multiple linear regression models of PNA on selected vegetation indices explained 53–85% of the variation in PNA during the first week of IE. This study identifies the best combinations of vegetation indices for estimating PNA in rice.
引用
收藏
页码:488 / 506
页数:18
相关论文
共 50 条
  • [21] PLANT CANOPY SPECULAR REFLECTANCE MODEL
    VANDERBILT, VC
    GRANT, L
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1985, 23 (05): : 722 - 730
  • [22] New Reflectance Spectral Vegetation Indices for Estimating Rice Nitrogen Nutrition III: Development of a New Vegetation Index Based on Canopy Red-Edge Reflectance Spectra to Monitor Rice Canopy Leaf Nitrogen Concentration
    Zhang, Jinheng
    Lv, Yongliang
    Han, Chao
    Li, Dapeng
    Yao, Zhenxuan
    Jiang, Xi
    SENSOR LETTERS, 2011, 9 (03) : 1201 - 1206
  • [23] Predicting Sugarcane Response to Nitrogen Using a Canopy Reflectance-Based Response Index Value
    Lofton, J.
    Tubana, B. S.
    Kanke, Y.
    Teboh, J.
    Viator, H.
    AGRONOMY JOURNAL, 2012, 104 (01) : 106 - 113
  • [24] A simple spectral index using reflectance of 735 nm to assess nitrogen status of rice canopy
    Lee, Yuh-Jyuan
    Yang, Chwen-Ming
    Chang, Kuo-Wei
    Shen, Yuan
    AGRONOMY JOURNAL, 2008, 100 (01) : 205 - 212
  • [25] Rice plant growth and nitrogen accumulation from a midseason application
    Bufogle, A
    Bollich, PK
    Kovar, JL
    Lindau, CW
    Macchiavelli, RE
    JOURNAL OF PLANT NUTRITION, 1997, 20 (09) : 1191 - 1201
  • [26] Monitoring plant response to phenanthrene using the red edge of canopy hyperspectral reflectance
    Zhu, Linhai
    Chen, Zhongxin
    Wang, Jianjian
    Ding, Jinzhi
    Yu, Yunjiang
    Li, Junsheng
    Xiao, Nengwen
    Jiang, Lianhe
    Zheng, Yuanrun
    Rimmington, Glyn M.
    MARINE POLLUTION BULLETIN, 2014, 86 (1-2) : 332 - 341
  • [27] Comparison of Different Hyperspectral Vegetation Indices for Estimating Canopy Leaf Nitrogen Accumulation in Rice
    Chu, Xu
    Guo, YongJiu
    He, JiaoYang
    Yao, Xia
    Zhu, Yan
    Cao, WeiXing
    Cheng, Tao
    Tian, YongChao
    AGRONOMY JOURNAL, 2014, 106 (05) : 1911 - 1920
  • [28] Estimation of Plant Nitrogen Concentration in paddy rice from field canopy spectra
    Stroppiana, Daniela
    Boschetti, Mirco
    Brivio, Pietro Alessandro
    Bocchi, Stefano
    RIVISTA ITALIANA DI TELERILEVAMENTO, 2009, 41 (01): : 45 - 57
  • [29] Plant nitrogen concentration in paddy rice from field canopy hyperspectral radiometry
    Stroppiana, Daniela
    Boschetti, Mirco
    Brivio, Pietro Alessandro
    Bocchi, Stefano
    FIELD CROPS RESEARCH, 2009, 111 (1-2) : 119 - 129
  • [30] PLANT CANOPY SPECULAR REFLECTANCE MODEL.
    Vanderbilt, Vern C.
    Grant, Lois
    IEEE Transactions on Geoscience and Remote Sensing, 1985, GE-23 (05): : 722 - 730