In-Season Nitrogen Status Assessment and Yield Estimation Using Hyperspectral Vegetation Indices in a Potato Crop

被引:53
|
作者
Morier, T. [1 ,2 ]
Cambouris, A. N. [1 ]
Chokmani, K. [2 ]
机构
[1] Agr & Agri Food Canada, Soils & Crops Res & Dev Ctr, Quebec City, PQ G1V 2J3, Canada
[2] Inst Natl Rech Sci, Ctr Eau Terre Environm, Quebec City, PQ G1K 9A9, Canada
关键词
LEAF-AREA INDEX; CHLOROPHYLL CONTENT; CANOPY CHLOROPHYLL; N FERTILIZATION; SPECTRAL INDEXES; RED EDGE; SOIL; REFLECTANCE; MANAGEMENT; BAND;
D O I
10.2134/agronj14.0402
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
The rate and timing of N applications are important issues in precision agriculture because of the within-field spatial and temporal variability of soil N availability. In-season assessment of potato (Solanum tuberosum L.) crop N status (CNS) is required to better match N fertilizer supply to crop N demand and improve N use efficiency. The objective of this study was to investigate the ability of hyperspectral vegetation indices (HVIs) to assess the CNS and tuber yield of irrigated 'Russet Burbank' potato at different growth stages. A 2-yr field experiment was conducted near Quebec City, QC, Canada, on plots receiving five different N rates ranging from 0 to 280 kg N ha(-1), with 40% applied at planting and 60% at hilling. Entire plant samples were collected biweekly for determination of the N nutrition index (NNI) as the N status reference method. In-field hyperspectral reflectance derived from a handheld spectroradiometer and using two fields of view (FOV; 7.5 degrees and 25 degrees) was obtained on several dates during both growing seasons. The sensitivity of the five HVIs most correlated to the NNI was evaluated by analyses of variance and least significant differences. It was found that HVIs computed from reflectance in the red-edge spectral region and using a wider FOV were the most appropriate indices to detect potato crop N stress. Among these indices, the CI1(red-edge) (red-edge chlorophyll index 1) was the most sensitive to potato N content and could explain 76% of the variability in total tuber yield at 55 d aft er planting (DAP).
引用
收藏
页码:1295 / 1309
页数:15
相关论文
共 50 条
  • [41] Evaluation of hyperspectral indices for LAI estimation and discrimination of potato crop under different irrigation treatments
    Ray, S. S.
    Das, G.
    Singh, J. P.
    Panigrahy, S.
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2006, 27 (23-24) : 5373 - 5387
  • [42] Comparison of different hyperspectral vegetation indices for canopy leaf nitrogen concentration estimation in rice
    Tian, Yong-Chao
    Gu, Kai-Jian
    Chu, Xu
    Yao, Xia
    Cao, Wei-Xing
    Zhu, Yan
    PLANT AND SOIL, 2014, 376 (1-2) : 193 - 209
  • [43] Comparison of different hyperspectral vegetation indices for canopy leaf nitrogen concentration estimation in rice
    Yong-Chao Tian
    Kai-Jian Gu
    Xu Chu
    Xia Yao
    Wei-Xing Cao
    Yan Zhu
    Plant and Soil, 2014, 376 : 193 - 209
  • [44] IN-SEASON YIELD PREDICTION AND MONITORING OF SUGARCANE USING CUMULATIVE GROWTH OF NORMALIZED DIFFERENCE VEGETATION INDEX
    Supavetch, Soravis
    2022 IEEE MEDITERRANEAN AND MIDDLE-EAST GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (M2GARSS), 2022, : 173 - 176
  • [45] In-Season Wheat Yield Forecasting at High Resolution Using Regional Climate Model and Crop Model
    Kirthiga, S. M.
    Patel, N. R.
    AGRIENGINEERING, 2022, 4 (04): : 1054 - 1075
  • [46] Vegetation indices in the estimation of common bean yield cultivated under nitrogen rates
    Turci Sandrini, Fernando de Oliveira
    Leal, Fabio Tiraboschi
    Coelho, Anderson Prates
    Lemos, Leandro Borges
    Rosalen, David Luciano
    REVISTA BRASILEIRA DE CIENCIAS AGRARIAS-AGRARIA, 2019, 14 (04):
  • [47] Determination of optimal narrow bands for vegetation indices to discriminate nitrogen status in wheat crop
    Lunagaria, M. M.
    Karande, B. I.
    Patel, K. I.
    Pandey, Vyas
    JOURNAL OF AGROMETEOROLOGY, 2015, 17 (01): : 23 - 28
  • [48] Estimation of vegetation water content using hyperspectral vegetation indices: a comparison of crop water indicators in response to water stress treatments for summer maize
    Zhang, F.
    Zhou, G.
    BMC ECOLOGY, 2019, 19
  • [49] Management of nitrogen fertilization of winter wheat and potato crops using the chlorophyll meter for crop nitrogen status assessment
    Denuit, JP
    Olivier, M
    Goffaux, MJ
    Herman, JL
    Goffart, JP
    Destain, JP
    Frankinet, M
    AGRONOMIE, 2002, 22 (7-8): : 847 - 853
  • [50] Impact of residual soil nitrate on in-season nitrogen applications to irrigated corn based on remotely sensed assessments of crop nitrogen status
    Bausch W.C.
    Delgado J.A.
    Precision Agriculture, 2005, 6 (6) : 509 - 519