Changes in spectral reflectance of wheat leaves in response to specific macronutrient deficiency

被引:111
作者
Ayala-Silva, T [1 ]
Beyl, CA
机构
[1] USDA ARS, Hort Res Stn, Natl Germplasm Reposit, Miami, FL 33158 USA
[2] Alabama A&M Univ, Dept Plant & Soil Sci, Normal, AL 35762 USA
来源
SPACE LIFE SCIENCES: GROUND-BASED IRON-ION BIOLOGY AND PHYSICS, INCLUDING SHIELDING | 2005年 / 35卷 / 02期
关键词
wheat; reflectance; remote sensing; spectroradiometer; macronutrients;
D O I
10.1016/j.asr.2004.09.008
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
In wheat (Triticum aestivum L.) plants, deficiency of an essential element may drastically affect growth, appearance, and most importantly yield. Wheat, the focus of this study, is one of the crops studied in the CELSS program. Information about nutrient deficiencies in crops grown in controlled environment is essential to optimize food productivity. The main objective of this study was to determine whether deficiency of Nitrogen (N), Phosphorus (P), Potassium (K), Calcium (Ca) and Magnesium (M) alters spectral reflectance properties of wheat leaves. Plants were grown in the greenhouse and growth chamber, in a modified Hoagland's nutrient solution. Spectral reflectance of fully expanded wheat leaves from 280 to 1100 run, nutrient concentrations (N, P, K, and Ca) and chlorophyll (Chl) were determined when deficiency symptoms were first evident (approximate to 6-7 weeks). Chlorophyll content and fresh and dry weight, were used to assess the severity of the nutrient stress. All nutrient deficiencies affected chlorophyll content and generally increased reflectance in the visible (VIS) 400-700 nm and infrared (IR) 700-1100 nm ranges. Magnesium and nitrogen deficiencies had the most pronounced effect on chlorophyll concentration height, and reflectance. All macronutrient deficiencies tested reduced chlorophyll concentration, increase reflectance in the visible range and caused a shift in the position of the red edge (the point of maximum slope on the reflectance spectrum of vegetation between red and near-infrared wavelengths) toward shorter or longer wavelengths; depending upon the element. In the greenhouse, N and Mg induced the greatest increase in reflectance of 33% and 25% in the VI range and 86% and 53% in the IR range, respectively. However, in the growth chamber, an increase of 97% and 25% occurred in the VI range, and 20% and 33% in the IR range, respectively. In the IR range in the growth chamber, P, K, and Ca deficiency caused a reduction in reflectance (412-770 nm). This research indicates that mineral deficiencies and reflectance are not specific to one environment and could have important implications for the design of CELSS in space, and perhaps the future of terrestrial agriculture. (c) 2004 CPSPAR. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:305 / 317
页数:13
相关论文
共 41 条
[1]   Yellowness index: an application of spectral second derivatives to estimate chlorosis of leaves in stressed vegetation [J].
Adams, ML ;
Philpot, WD ;
Norvell, WA .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1999, 20 (18) :3663-3675
[2]  
ADAMS ML, 1993, DEV PLANT SOIL SCI, V45, P261
[3]  
[Anonymous], GRADUATE STUDIES
[4]   Interactive effects of polylactic acid with different aluminum concentrations on growth, pigment concentrations, and carbohydrate accumulation of Azolla [J].
Ayala-Silva, T ;
Al-Hamdani, S .
AMERICAN FERN JOURNAL, 1997, 87 (04) :120-126
[5]   MONITORING WHEAT CANOPIES WITH A HIGH SPECTRAL RESOLUTION RADIOMETER [J].
BARET, F ;
CHAMPION, I ;
GUYOT, G ;
PODAIRE, A .
REMOTE SENSING OF ENVIRONMENT, 1987, 22 (03) :367-378
[6]   Influence of measuring angle, nitrogen fertilization, and variety on spectral reflectance of winter oilseed rape canopies [J].
Behrens, T ;
Kraft, M ;
Wiesler, F .
JOURNAL OF PLANT NUTRITION AND SOIL SCIENCE, 2004, 167 (01) :99-105
[7]   SENESCENCE AND SPECTRAL REFLECTANCE IN LEAVES OF NORTHERN PIN OAK (QUERCUS-PALUSTRIS MUENCHH) [J].
BOYER, M ;
MILLER, J ;
BELANGER, M ;
HARE, E ;
WU, JY .
REMOTE SENSING OF ENVIRONMENT, 1988, 25 (01) :71-87
[8]  
CAMPBELL JB, 1996, INTRO REMOTE SENSING, P622
[9]  
CHRISTENSEN LK, 2003, ASAE ANN INT M LAS V
[10]   REFLECTANCE SPECTROSCOPY OF FRESH WHOLE LEAVES FOR THE ESTIMATION OF CHEMICAL CONCENTRATION [J].
CURRAN, PJ ;
DUNGAN, JL ;
MACLER, BA ;
PLUMMER, SE ;
PETERSON, DL .
REMOTE SENSING OF ENVIRONMENT, 1992, 39 (02) :153-166