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
相关论文
共 50 条
  • [21] The ecological niche at different spatial scales
    Zarzo-Arias, Alejandra
    Uhl, Britta
    Maynard, Daniel S.
    Morales, Manuel B.
    FRONTIERS IN ECOLOGY AND EVOLUTION, 2023, 11
  • [22] INTRODUCTION: HETEROGENEITY AT DIFFERENT SPATIAL SCALES*
    Brakman, Steven
    van Marrewijk, Charles
    JOURNAL OF REGIONAL SCIENCE, 2009, 49 (04) : 607 - 615
  • [23] Evaluation of added nitrogen interaction effects on recovery efficiency in irrigated cotton
    Norton, E. Randall
    Silvertooth, Jeffrey C.
    SOIL SCIENCE, 2007, 172 (12) : 983 - 991
  • [24] Chemical organizations at different spatial scales
    di Fenizio, Pietro Speroni
    Dittrich, Peter
    ADVANCES IN ARTIFICIAL LIFE, PROCEEDINGS, 2007, 4648 : 1 - +
  • [25] Extinction debt at different spatial scales
    Hanski, Ilkka
    ANIMAL CONSERVATION, 2013, 16 (01) : 12 - 13
  • [26] Incorporating Auxiliary Data of Different Spatial Scales for Spatial Prediction of Soil Nitrogen Using Robust Residual Cokriging (RRCoK)
    Qu, Mingkai
    Guang, Xu
    Liu, Hongbo
    Zhao, Yongcun
    Huang, Biao
    AGRONOMY-BASEL, 2021, 11 (12):
  • [27] Early detection of cotton leaf nitrogen status using leaf reflectance
    Buscaglia, HJ
    Varco, JJ
    JOURNAL OF PLANT NUTRITION, 2002, 25 (09) : 2067 - 2080
  • [28] Reflectance indices with precision and accuracy in predicting cotton leaf nitrogen concentration
    Tarpley, L
    Reddy, KR
    Sassenrath-Cole, GF
    CROP SCIENCE, 2000, 40 (06) : 1814 - 1819
  • [29] The effects of land use at different spatial scales on instream features in agricultural streams
    Molina, Mariana C.
    Roa-Fuentes, Camilo A.
    Zeni, Jaquelini O.
    Casatti, Lilian
    LIMNOLOGICA, 2017, 65 : 14 - 21
  • [30] Measuring spider richness: effects of different sampling methods and spatial and temporal scales
    Churchill, Tracey B.
    Arthur, J. Michael
    JOURNAL OF INSECT CONSERVATION, 1999, 3 (04) : 287 - 295