Airborne multi-spectral monitoring of agricultural crop status: Effect of time of year, crop type and crop condition parameter

被引:35
作者
Cloutis, EA [1 ]
Connery, DR [1 ]
Major, DJ [1 ]
Dover, FJ [1 ]
机构
[1] AGR & AGRI FOOD CANADA, LETHBRIDGE RES STN, LETHBRIDGE, AB T1J 4B1, CANADA
关键词
D O I
10.1080/01431169608949094
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
Airborne optical multispectral imagery was acquired in conjunction with contemporaneous ground-based measurements of various crops (leaf area index, canopy temperature, plant height) at a test site in southern Alberta, Canada. Data were acquired on three occasions in July 1994 for a variety of crops and irrigation practices. A large number of crop condition-spectral relations were examined to determine whether the imagery could be used to measure the various crop condition parameters. It was found that a number of statistically significant correlations exist between the imagery and the crop condition parameters and that these correlations vary as a function of crop type, time of year, and crop condition parameter. The results suggest that in many cases, multi-spectral optical imagery can be used to monitor variations in crop condition parameters across the growing season for a variety of crop types.
引用
收藏
页码:2579 / 2601
页数:23
相关论文
共 32 条
[1]  
Anger C.D., 1994, P 1 INT AIRB REM SEN, VII, P205
[2]  
BANNINGER C, 1989, IMAGE PROCESSING 89, P23
[3]   SHAPE OF THE RED EDGE AS VITALITY INDICATOR FOR PLANTS [J].
BOOCHS, F ;
KUPFER, G ;
DOCKTER, K ;
KUHBAUCH, W .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1990, 11 (10) :1741-1753
[4]  
CARTER GA, 1994, INT J REMOTE SENS, V15, P697, DOI 10.1080/01431169408954109
[5]   EARLY DETECTION OF PLANT STRESS BY DIGITAL IMAGING WITHIN NARROW STRESS-SENSITIVE WAVEBANDS [J].
CARTER, GA ;
MILLER, RL .
REMOTE SENSING OF ENVIRONMENT, 1994, 50 (03) :295-302
[6]   RESPONSES OF LEAF SPECTRAL REFLECTANCE TO PLANT STRESS [J].
CARTER, GA .
AMERICAN JOURNAL OF BOTANY, 1993, 80 (03) :239-243
[7]   RESPONSE OF LEAF SPECTRAL REFLECTANCE IN LOBLOLLY-PINE TO INCREASED ATMOSPHERIC OZONE AND PRECIPITATION ACIDITY [J].
CARTER, GA ;
MITCHELL, RJ ;
CHAPPELKA, AH ;
BREWER, CH .
JOURNAL OF EXPERIMENTAL BOTANY, 1992, 43 (249) :577-584
[8]   TEMPORAL VERSUS SPATIAL VARIATION IN LEAF REFLECTANCE UNDER CHANGING WATER-STRESS CONDITIONS [J].
COHEN, WB .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1991, 12 (09) :1865-1876
[9]  
DAVIS JC, 1986, STATISTICS DATA ANAL
[10]   HIGH-RESOLUTION DERIVATIVE SPECTRA IN REMOTE-SENSING [J].
DEMETRIADESSHAH, TH ;
STEVEN, MD ;
CLARK, JA .
REMOTE SENSING OF ENVIRONMENT, 1990, 33 (01) :55-64