EFFECT OF DIFFERENT NITROGEN FERTILIZATION RATES ON THE SPECTRAL RESPONSE OF Brachiaria brizantha cv. MARANDu LEAVES

被引:0
|
作者
Nilsson, Matheus S. [1 ]
Fiorio, Peterson R. [1 ]
Takushi, Mitsuhiko R. H. [1 ]
Oliveira, Ana K. da S. [1 ]
Garcia, Amparo C. [1 ]
机构
[1] Univ Sao Paulo, Super Sch Agr Luis Queiroz, ESALQ, Piracicaba, SP, Brazil
来源
ENGENHARIA AGRICOLA | 2023年 / 43卷 / 03期
基金
巴西圣保罗研究基金会;
关键词
leaf nitrogen content; nitrogen content prediction; hyperspectral data; pastures; fertilization; LEAF-WATER-CONTENT; CHLOROPHYLL CONTENT; REFLECTANCE; SENSOR;
D O I
10.1590/1809-4430-Eng.Agric.v43n3e20220008/2023
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
Hyperspectral sensors and regression analysis have been used to analyze the most important spectral ranges for biophysical parameters of target crops, aiding in management decision-making. This study aimed to analyze the spectral response of Brachiaria brizantha cv. Marandu leaves to increasing rates of urea fertilization and predict leaf nitrogen content (LNC). Four rates of urea fertilization (0, 25, 50, and 75 kg of N ha-1) were applied. Eight leaves were collected per plot seven times at monthly intervals and subjected to hyperspectral analysis. Leaf spectral responses differed statistically within the visible region, particularly at 550 nm (green). The regression models achieved moderate to good R2 values (0.53 to 0.83) for predicting LNC and identified important wavelengths in the red edge region (715 to 720 nm). These findings demonstrate the potential of spectral analysis to detect changes and forecast leaf nitrogen content in B. brizantha cv. Marandu crops at different fertilization levels.
引用
收藏
页数:9
相关论文
共 50 条
  • [1] Efect of age regrowth and nitrogen fertilization on the nutritive value of Brachiaria brizantha cv."Marandu"
    Gandara, Luis
    Borrajo, Celina I.
    Fernandez, Juan A.
    Mercedes Pereira, M.
    [J]. REVISTA DE LA FACULTAD DE CIENCIAS AGRARIAS, 2017, 49 (01) : 69 - 77
  • [2] Effect of osmoconditioning in seeds of Brachiaria brizantha cv. Marandu
    da Silva Bonome, Lisandro Tomas
    Guimaraes, Renato Mendes
    Oliveira, Joao Almir
    Andrade, Vinicius de Carvalho
    Cabral, Paula de Souza
    [J]. CIENCIA E AGROTECNOLOGIA, 2006, 30 (03): : 422 - 428
  • [3] Morpho-physiological characteristics of Brachiaria brizantha cv. Marandu in response to phosphate fertilization
    de Rezende, Adauton Vilela
    de Lima, Jules Filipe
    Silveira Rabelo, Carlos Henrique
    Silveira Rabelo, Flavio Henrique
    Nogueira, Denismar Alves
    Carvalho, Mychel
    Achcar de Faria Junior, Danni Cesar Nogueira
    Barbosa, Larissa de Avila
    [J]. AGRARIAN, 2011, 4 (14): : 335 - 343
  • [4] Growth rates of Brachiaria brizantha cv. Marandu fertilized with sources of silicon
    Brennecke, Kathery
    Baptista Junior, Isac Silveira
    Simoes, Thiago Rossi
    Tassim, Thiago Albuquerque
    Strozzi, Gabriela
    [J]. REVISTA AGROGEOAMBIENTAL, 2013, 5 (03) : 83 - 89
  • [5] NITROGENATED FERTILIZATION IN PASTURE BRACHIARIA BRIZANTHA CV. MARANDU VIA ORGANIC COMPOUNDS
    Soares, Gleicon Rodrigues
    Tavares, Valdir Botega
    Neiva, Arnaldo Prata
    Fernandes, Leonardo de Oliveira
    [J]. BOLETIM DE INDUSTRIA ANIMAL, 2024, 81
  • [6] Genetic transformation of Brachiaria brizantha cv. Marandu by biolistics
    Cabral, Glaucia B.
    Carneiro, Vera T. C.
    Gomes, Ana Cristina M. M.
    Lacerda, Ana Luiza
    Martinelli, Adriana P.
    Dusi, Diva M. A.
    [J]. ANAIS DA ACADEMIA BRASILEIRA DE CIENCIAS, 2018, 90 (02): : 1789 - 1797
  • [7] Weeds alter the establishment of Brachiaria brizantha cv. Marandu
    de Marchi, Sidnei R.
    Belle, Jose R.
    Foz, Celso H.
    Ferri, Jucilene
    Martins, Dagoberto
    [J]. TROPICAL GRASSLANDS-FORRAJES TROPICALES, 2017, 5 (02): : 85 - 93
  • [8] Evaluation of Brachiaria brizantha cv. marandu in silvopastoral systems
    Moreira, G. R.
    Saliba, E. O. S.
    Mauricio, R. M.
    Sousa, L. F.
    Figueiredo, M. P.
    Goncalves, L. C.
    Rodriguez, N. M.
    [J]. ARQUIVO BRASILEIRO DE MEDICINA VETERINARIA E ZOOTECNIA, 2009, 61 (03) : 706 - 713
  • [9] Voluntary intake of Brachiaria decumbens cv. Basilisk and Brachiaria brizantha cv. Marandu under grazing
    Euclides, VPB
    Cardoso, EG
    Macedo, MCM
    de Oliveira, MP
    [J]. REVISTA BRASILEIRA DE ZOOTECNIA-BRAZILIAN JOURNAL OF ANIMAL SCIENCE, 2000, 29 (06): : 2200 - 2208
  • [10] N and S fertilization and recovery of Brachiaria brizantha cv. Marandu pasture on sandy soil
    Oliveira, PPA
    Trivelin, PCO
    de Oliveira, WS
    Corsi, M
    [J]. REVISTA BRASILEIRA DE ZOOTECNIA-BRAZILIAN JOURNAL OF ANIMAL SCIENCE, 2005, 34 (04): : 1121 - 1129