Measuring wheat senescence with a digital camera

被引:183
作者
Adamsen, FJ [1 ]
Pinter, PJ [1 ]
Barnes, EM [1 ]
LaMorte, RL [1 ]
Wall, GW [1 ]
Leavitt, SW [1 ]
Kimball, BA [1 ]
机构
[1] ARS, US Water Conservat Lab, USDA, Phoenix, AZ 85040 USA
关键词
D O I
10.2135/cropsci1999.0011183X003900030019x
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Documenting crop senescence rates is often difficult because of the need for frequent sampling during periods of rapid change and the subjective nature of human visual observations. The purpose of this study was to determine the feasibility of using images produced by a digital camera to measure the senescence rate of wheat and to compare the results with changes in greenness determined by two established methods. Measurements were made as part of an experiment to determine the effects of elevated CO2 and limited soil nitrogen on spring wheat (Triticum aestivum L.) at the University of Arizona's Maricopa Agricultural Center, near Phoenix, AZ. "Greenness" measurements were made during senescence of the crop with a color digital camera, a hand-held radiometer, and a SPAD chlorophyll meter. The green to red (GIR) for each pixel in an image was calculated and the average GIR computed for cropped images from a digital camera representing 1 m(2) for each treatment and sample date. The normalized difference vegetation index (NDVI) was calculated from the red and near-infrared canopy reflectances measured with a hand held radiometer. A SPAD reading was obtained from randomly selected flag leaves. All three methods of measuring plant greenness showed similar temporal trends. The relationships between GIR with NDVI and SPAD were linear over most of the range of GIR. However, NDVI was more sensitive at low values than GIR. GIR was more sensitive above G/R values of 1.2 than SPAD because the upper limits of SPAD measurements were constrained by the amount of chlorophyll in the leaf, while GIR responded to both chlorophyll concentration in the leaves as well as the number of leaves present. Color digital imaging appears useful for quantifying the senescence of crop canopies. The cost of color digital cameras is expected to decrease and the quality and convenience of use to improve.
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收藏
页码:719 / 724
页数:6
相关论文
共 19 条
[1]   MONITORING OF THE RIPENING PERIOD OF WHEAT CANOPIES USING VISIBLE AND NEAR-INFRARED RADIOMETRY [J].
BARET, F ;
GUYOT, G .
AGRONOMIE, 1986, 6 (06) :509-516
[2]  
BARTLETT D S, 1990, Remote Sensing of Environment, V30, P115
[3]   USE OF A CHLOROPHYLL METER TO MONITOR NITROGEN STATUS AND SCHEDULE FERTIGATION FOR CORN [J].
BLACKMER, TM ;
SCHEPERS, JS .
JOURNAL OF PRODUCTION AGRICULTURE, 1995, 8 (01) :56-60
[4]  
Clarke T. R., 1997, HortTechnology, V7, P9
[5]   Directional reflectance of vegetation measured by a calibrated digital camera [J].
Dymond, JR ;
Trotter, CM .
APPLIED OPTICS, 1997, 36 (18) :4314-4319
[6]  
FOX FA, 1992, ARIZONA IRRIGATION S
[7]   WATER AND NITROGEN EFFECTS ON WINTER-WHEAT IN THE SOUTHEASTERN COASTAL-PLAIN .2. PHYSIOLOGICAL-RESPONSES [J].
FREDERICK, JR ;
CAMBERATO, JJ .
AGRONOMY JOURNAL, 1995, 87 (03) :527-533
[8]   ERRORS IN MEASURING ABSORBED RADIATION AND COMPUTING CROP RADIATION USE EFFICIENCY [J].
GALLO, KP ;
DAUGHTRY, CST ;
WIEGAND, CL .
AGRONOMY JOURNAL, 1993, 85 (06) :1222-1228
[9]  
HENDREY GR, 1993, FREE AIR CO2 ENRICHM
[10]   ESTIMATION OF GRAIN YIELDS BY REMOTE-SENSING OF CROP SENESCENCE RATES [J].
IDSO, SB ;
PINTER, PJ ;
JACKSON, RD ;
REGINATO, RJ .
REMOTE SENSING OF ENVIRONMENT, 1980, 9 (01) :87-91