Evaluation of nitrogen treatment effects on the reflectance of cotton at different spatial scales

被引:3
|
作者
Muharam, Farrah Melissa [1 ,2 ]
Delahunty, Tina [3 ]
Maas, Stephen J. [1 ]
机构
[1] Texas Tech Univ, Dept Plant & Soil Sci, 214 Plant Sci, Lubbock, TX 79409 USA
[2] Univ Putra Malaysia, Dept Agr Technol, Serdang, Malaysia
[3] Bloomsburg Univ, Dept Environm Geog & Geol Sci, 200 E 2nd St, Bloomsburg, PA 17815 USA
关键词
LEAF CHLOROPHYLL CONCENTRATION; VEGETATION INDEXES; REMOTE ESTIMATION; SPECTRAL REFLECTANCE; CANOPY REFLECTANCE; IRRIGATED COTTON; USE EFFICIENCY; GROUND COVER; GREEN LAI; RED EDGE;
D O I
10.1080/01431161.2018.1488286
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
The importance of assessing nitrogen (N) status in cotton is important from economic and environmental standpoints. In this study, visible and near-infrared reflectance (NIR) data were collected at cotton leaf-, canopy- and scene-scales at three levels of N treatments to determine the best spatial scale and growth stage that most effectively indicate N treatment effects. While N fertilization affected relative chlorophyll content, leaf area index (LAI), and ground cover (GC) simultaneously, these factors portrayed different effects on cotton reflectance measured at the three spatial scales. Leaf-scale measurement was mainly affected by chlorophyll content. Canopy-scale reflectance was controlled by chlorophyll content and LAI. Scene-scale reflectance was predominantly controlled by GC and to the least extent by chlorophyll content. In terms of visible reflectance, chlorophyll absorption decreased with decreasing N at all spatial scales. Nitrogen treatment effects were most apparent at 550 and 700 nm at the leaf-scale, 610 and 700 nm at the canopy-scale, and 685-690 nm at the scene-scale (after per cent GC exceeded 64%). Only measurements taken at the scene-scale demonstrated a consistent relationship between N fertilization and NIR (800-1000 nm). This information could be useful in the development of N-sensitive indices.
引用
收藏
页码:8482 / 8504
页数:23
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