Field estimate with NDVI of grain yield and quality of wheat flour

被引:3
作者
Reznick, Joao P. K. [1 ]
Pauletti, Volnei [1 ]
Barth, Gabriel [2 ]
机构
[1] Univ Fed Parana, Dept Solos & Engn Agr, Programa Posgrad Ciencia Solo, Curitiba, Parana, Brazil
[2] Fundacao ABC Pesquisa & Desenvolvimento Agr, Setor Solos & Nutr Plantas, Castro, PR, Brazil
来源
REVISTA BRASILEIRA DE ENGENHARIA AGRICOLA E AMBIENTAL | 2021年 / 25卷 / 12期
关键词
Triticum aestivum; vegetation index; wheat genotype; wheat flour quality; precision agriculture; DIFFERENCE VEGETATION INDEX; ACTIVE OPTICAL SENSOR; BREAD-MAKING QUALITY; NITROGEN-FERTILIZATION; INDUSTRIAL QUALITY; CULTIVARS; RELEASE; PROTEIN;
D O I
10.1590/1807-1929/agriambi.v25n12p801-806
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
Nitrogen fertilization is essential for wheat yield and quality but needs more accuracy, and the use of proximal optical sensors in the field can assist in this goal. This study aimed to verify if it is possible to use the normalized difference vegetation index (NDVI) obtained throughout the wheat growth phase to estimate the grain yield and the technological quality of the flour from cultivars submitted to nitrogen doses. The experiment was conducted at field conditions in Ponta Grossa, PR, Southern Brazil. The experimental design was randomized blocks in a 4 x 6 factorial scheme with four replicates. The cultivars Quartzo, Gralha Azul, Sinuelo, and Toruk, combined with six doses of N (0, 40, 80, 120, 160, and 200 kg ha-1 of N), were evaluated. The NDVI values were sensitive to both nitrogen doses and the different cultivars. There was a relationship between NDVI and grain yield, protein, and gluten concentration of flour. The NDVI estimated the gluten strength, stability, tenacity, extensibility of the mass, and tenacity/extensibility ratio of the flour obtained at the beginning of the cycle, but not for all cultivars. The determinations of NDVI with active optical sensor GreenSeeker in wheat are efficient to estimate the grain yield and the flour quality under field conditions, allowing to generate models for estimation of these variables separately for each cultivar.
引用
收藏
页码:801 / 806
页数:6
相关论文
共 27 条
[1]  
AACC-American Association of Cereal Chemists, 2000, INT APPR METH METH 2, V10
[2]  
AACC-American Association of Cereal Chemists, 2011, INT APPR METH METH 5, V11
[3]  
[Anonymous], FAOSTAT
[4]   NITROGEN ECONOMY OF WINTER-WHEAT [J].
AUSTIN, RB ;
FORD, MA ;
EDRICH, JA ;
BLACKWELL, RD .
JOURNAL OF AGRICULTURAL SCIENCE, 1977, 88 (FEB) :159-167
[5]   Wheat yield potential estimation using active optical sensor for site-specific nitrogen fertilization [J].
Bredemeier, Christian ;
Variani, Clever ;
Almeida, Danielle ;
Rosa, Alexandre Tonon .
CIENCIA RURAL, 2013, 43 (07) :1147-1154
[6]  
Cazetta Disnei Amélio, 2008, Bragantia, V67, P741, DOI 10.1590/S0006-87052008000300024
[7]   Effect of glutenin subunits on the baking quality of Brazilian wheat genotypes [J].
Costa, Mariana Souza ;
dos Santos Scholz, Maria Brigida ;
Miranda, Martha Zavariz ;
Landi Franco, Celia Maria .
BRAGANTIA, 2017, 76 (01) :11-22
[8]  
Cunha G. R. da, 2014, INFORMACOES TECNICAS
[9]  
Acosta JAD, 2014, CIENC RURAL, V44, P801, DOI 10.1590/S0103-84782014005000002
[10]   Grain concentrations of protein, iron and zinc and bread making quality in spring wheat as affected by seeding date and nitrogen fertilizer management [J].
Gao, Xiaopeng ;
Lukow, Odean M. ;
Grant, Cynthia A. .
JOURNAL OF GEOCHEMICAL EXPLORATION, 2012, 121 :36-44