Plant and soil influences on estimating biomass of wheat in plant breeding plots using field spectral radiometers

被引:29
作者
Bellairs, SM
Turner, NC
Hick, PT
Smith, RCG
机构
[1] CSIRO, DIV PLANT IND, CTR MEDITERRANEAN AGR RES, WEMBLY, WA 6014, AUSTRALIA
[2] LEEUWIN CTR EARTH SENSING TECHNOL, WEMBLY, WA 6014, AUSTRALIA
来源
AUSTRALIAN JOURNAL OF AGRICULTURAL RESEARCH | 1996年 / 47卷 / 07期
关键词
spectroscopy; cereals; breeding; remote sensing;
D O I
10.1071/AR9961017
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
Field spectral radiometers were used to estimate the biomass of wheat at early growth stages, as wheat breeders require a rapid, non-destructive technique to rank wheat genotypes for early vigour. Under experimental conditions, good relationships were obtained between reflectance and biomass prior to the wheat crop achieving a green area index of 1.5. When used above different soil types, good results were achieved on very uniform dark and light soils under experimental conditions, but greater differentiation between plots differing in biomass was achieved on darker soils. Similarly, under operational conditions in wheat breeders: plots, the best results were achieved against a dark soil background. Structural differences between plants also influenced solar radiation reflectance. At the Merredin site with the dark soil background, where the best correlation between reflectance and biomass was achieved, the relationship was much stronger for the more uniform genotypes at the second stage of selection than for the more heterogeneous genotypes at the first stage of selection. On these plots, the vegetation spectral indices NDVI (normalised difference vegetation index) and TSAVI (transformed soil-adjusted vegetation index) had a coefficient of determination 90-95% as good as the best regression using two wavebands. To optimise the field spectroradiometry technique for estimating early biomass. it should be applied at a weed-free site, with a uniform dark soil background and on material that is relatively homogenous in structure. We conclude that, unless these precautions are taken, the technique will have limited utility in breeding programs.
引用
收藏
页码:1017 / 1034
页数:18
相关论文
共 19 条
  • [1] [Anonymous], 1991, MINITAB REFERENCE MA
  • [2] [Anonymous], 1985, PRINCIPLES REMOTE SE
  • [3] BARET F, 1989, QUANTITATIVE REMOTE, P1355
  • [4] CARLTON GP, 1994, EVALUATION NEW GERMP
  • [5] CARLTON GP, 1993, P 10 AUSTR PLANT BRE, P91
  • [6] USE OF REFLECTANCE MEASUREMENTS TO ESTIMATE EARLY CEREAL BIOMASS PRODUCTION ON SANDPLAIN SOILS
    ELLIOTT, GA
    REGAN, KL
    [J]. AUSTRALIAN JOURNAL OF EXPERIMENTAL AGRICULTURE, 1993, 33 (02): : 179 - 183
  • [7] GUYOT G, 1990, EAST SCH AG, P19
  • [8] THE RED EDGE OF PLANT LEAF REFLECTANCE
    HORLER, DNH
    DOCKRAY, M
    BARBER, J
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 1983, 4 (02) : 273 - 288
  • [9] MCARTHUR WM, 1960, CSIRO AUST SOIL PUBL, V16
  • [10] CLIMATE AND EFFICIENCY OF CROP PRODUCTION IN BRITAIN
    MONTEITH, JL
    [J]. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY OF LONDON SERIES B-BIOLOGICAL SCIENCES, 1977, 281 (980) : 277 - 294