Remote Sensing for Assessing Rhizoctonia Crown and Root Rot Severity in Sugar Beet

被引:32
|
作者
Reynolds, Gregory J. [1 ]
Windels, Carol E. [2 ,3 ]
MacRae, Ian V. [3 ,4 ]
Laguette, Soizik [5 ]
机构
[1] Univ Calif Davis, Dept Plant Pathol, Davis, CA 95616 USA
[2] Univ Minnesota, Dept Plant Pathol, Crookston, MN 56716 USA
[3] Univ Minnesota, NW Res & Outreach Ctr, Crookston, MN 56716 USA
[4] Univ Minnesota, Dept Entomol, Crookston, MN 56716 USA
[5] Univ N Dakota, Dept Earth Syst Sci & Policy, Grand Forks, ND 58202 USA
关键词
LEAF-AREA INDEX; SPECTRAL REFLECTANCE; SOLANI AG-2-2; DISEASE; VEGETATION; TEMPERATURE; MANAGEMENT; STRESS; RELIABILITY; GLYPHOSATE;
D O I
10.1094/PDIS-11-10-0831
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Rhizoctonia crown and root rot (RCRR), caused by Rhizoctonia solani AG-2-2, is an increasingly important disease of sugar beet in Minnesota and North Dakota. Disease ratings are based on subjective, visual estimates of root rot severity (0-to-7 scale, where 0 = healthy and 7 = 100% rotted, foliage dead). Remote sensing was evaluated as an alternative method to assess RCRR. Field plots of sugar beet were inoculated with R. solani AG 2-2 IIIB at different inoculum densities at the 10-leaf stage in 2008 and 2009. Data were collected for (i) hyperspectral reflectance from the sugar beet canopy and (ii) visual ratings of RCRR in 2008 at 2, 4, 6, and 8 weeks after inoculation (WAI) and in 2009 at 2 3, 5 and 9 WAI. Green, red, and near-infrared reflectance and several calculated narrowband and wideband vegetation indices (VIs) were correlated with visual RCRR ratings, and all resulted in strong nonlinear regressions. Values of VIs were constant until at least 26 to 50% of the root surface was rotted (RCRR = 4, wilting of foliage starting to develop) and then decreased significantly as RCRR ratings increased and plants began dying. RCRR also was detected using airborne, color-infrared imagery at 0.25- and 1-m resolution. Remote sensing can detect RCRR but not before initial appearance of foliar symptoms.
引用
收藏
页码:497 / 505
页数:9
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