Extending Hyperspectral Imaging for Plant Phenotyping to the UV-Range

被引:33
作者
Brugger, Anna [1 ]
Behmann, Jan [1 ]
Paulus, Stefan [2 ]
Luigs, Hans-Georg [3 ]
Kuska, Matheus Thomas [4 ]
Schramowski, Patrick [5 ,6 ]
Kersting, Kristian [5 ,6 ]
Steiner, Ulrike [1 ]
Mahlein, Anne-Katrin [2 ]
机构
[1] Univ Bonn, Inst Crop Sci & Resource Conservat INRES Plant Di, Nussallee 9, D-53115 Bonn, Germany
[2] Inst Sugar Beet Res, Holtenser Landstr 77, D-37079 Gottingen, Germany
[3] LemnaTec GmbH, Pascalstr 59, D-52076 Aachen, Germany
[4] Kuratorium Versuchswesen & Beratung Zuckerribenan, Maximilianstr 10, D-68165 Mannheim, Germany
[5] Tech Univ Darmstadt, Dept Comp Sci, Hsch Str 1, D-64289 Darmstadt, Germany
[6] Tech Univ Darmstadt, Ctr Cognit Sci, Hsch Str 1, D-64289 Darmstadt, Germany
关键词
plant substances; hyperspectral imaging; UV-range; abiotic stress; PROGRAMMED CELL-DEATH; ULTRAVIOLET-RADIATION; LEAF REFLECTANCE; BARLEY; CHLOROPHYLL; PHENOLICS; TOLERANCE; GROWTH;
D O I
10.3390/rs11121401
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Previous plant phenotyping studies have focused on the visible (VIS, 400-700 nm), near-infrared (NIR, 700-1000 nm) and short-wave infrared (SWIR, 1000-2500 nm) range. The ultraviolet range (UV, 200-380 nm) has not yet been used in plant phenotyping even though a number of plant molecules like flavones and phenol feature absorption maxima in this range. In this study an imaging UV line scanner in the range of 250-430 nm is introduced to investigate crop plants for plant phenotyping. Observing plants in the UV-range can provide information about important changes of plant substances. To record reliable and reproducible time series results, measurement conditions were defined that exclude phototoxic effects of UV-illumination in the plant tissue. The measurement quality of the UV-camera has been assessed by comparing it to a non-imaging UV-spectrometer by measuring six different plant-based substances. Given the findings of these preliminary studies, an experiment has been defined and performed monitoring the stress response of barley leaves to salt stress. The aim was to visualize the effects of abiotic stress within the UV-range to provide new insights into the stress response of plants. Our study demonstrated the first use of a hyperspectral sensor in the UV-range for stress detection in plant phenotyping.
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页数:11
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