Non-destructive models for leaf area determination in canola.

The leaf is a very important structure of the plants, since it allows gas exchanges and the transformation of light energy into chemical energy. This study aimed to generate and test mathematical models for leaf area estimation in canola based on leaf dimensions. Two experiments were conducted with canola in 2014, in which leaves were collected in different phenological stages with different sizes and shapes. Subsequently, leaf length, width and area were measured (with automatic meter) in 606 leaves, which included 371 ovate and 235 lanceolate leaves. The models were generated using length, width and length versus width as independent variables and leaf area as dependent variable. The models were validated using a group of leaves different from those used to generate the models. A total of 27 models were obtained and those with best statistics and higher simplicity were selected. The polynomial model LA = 0.88735 W2 + 0.93503 W and the power model LA = 1.1282 W1.9396 can be used for both types of leaves and have high accuracy in the estimation of canola leaf area.

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Main Authors: TARTAGLIA, F. de L., RIGHI, E. Z., ROCHA, L. da, LOOSE, L. H., MALDANER, I. C., HELDWEIN, A. B., GOUVEA, J. A. de
Other Authors: FRANCILENE DE L. TARTAGLIA, Universidade Federal de Santa Maria/Centro de Ciências Rurais/Departamento de Fitotecnia. Santa Maria, RS. E-mail: fran.tartaglia@yahoo.com.br (Corresponding author); ezrighi@yahoo.com.br; leidi-r1@hotmail.com; heldweinab@smail.ufsm.br; EVANDRO Z. RIGHI, Universidade Federal de Santa Maria/Centro de Ciências Rurais/Departamento de Fitotecnia. Santa Maria, RS. E-mail: fran.tartaglia@yahoo.com.br (Corresponding author); ezrighi@yahoo.com.br; leidi-r1@hotmail.com; heldweinab@smail.ufsm.br; LEIDIANA DA ROCHA, Universidade Federal de Santa Maria/Centro de Ciências Rurais/Departamento de Fitotecnia. Santa Maria, RS. E-mail: fran.tartaglia@yahoo.com.br (Corresponding author); ezrighi@yahoo.com.br; leidi-r1@hotmail.com; heldweinab@smail.ufsm.br; LUIS H. LOOSE, Instituto Federal Forroupilha. Santo Ângelo, RS. E-mail: luisloose@yahoo.com.br; IVAN C. MALDANER, Instituto Federal Farroupilha. São Vicente do Sul, RS. E-mail: ivan.maldaner@iffarroupilha.edu.br; ARNO B. HELDWEIN, Universidade Federal de Santa Maria/Centro de Ciências Rurais/Departamento de Fitotecnia. Santa Maria, RS. E-mail: fran.tartaglia@yahoo.com.br (Corresponding author); ezrighi@yahoo.com.br; leidi-r1@hotmail.com; heldweinab@smail.ufsm.br; JORGE ALBERTO DE GOUVEA, CNPT.
Format: Artigo de periódico biblioteca
Language:Ingles
English
Published: 2021-12-14
Subjects:Ovate leaves, Lanceolate leaves, Modeling, Brassica Napus, Brassica napus var. napus,
Online Access:http://www.alice.cnptia.embrapa.br/alice/handle/doc/1137791
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spelling dig-alice-doc-11377912021-12-15T10:44:31Z Non-destructive models for leaf area determination in canola. TARTAGLIA, F. de L. RIGHI, E. Z. ROCHA, L. da LOOSE, L. H. MALDANER, I. C. HELDWEIN, A. B. GOUVEA, J. A. de FRANCILENE DE L. TARTAGLIA, Universidade Federal de Santa Maria/Centro de Ciências Rurais/Departamento de Fitotecnia. Santa Maria, RS. E-mail: fran.tartaglia@yahoo.com.br (Corresponding author); ezrighi@yahoo.com.br; leidi-r1@hotmail.com; heldweinab@smail.ufsm.br; EVANDRO Z. RIGHI, Universidade Federal de Santa Maria/Centro de Ciências Rurais/Departamento de Fitotecnia. Santa Maria, RS. E-mail: fran.tartaglia@yahoo.com.br (Corresponding author); ezrighi@yahoo.com.br; leidi-r1@hotmail.com; heldweinab@smail.ufsm.br; LEIDIANA DA ROCHA, Universidade Federal de Santa Maria/Centro de Ciências Rurais/Departamento de Fitotecnia. Santa Maria, RS. E-mail: fran.tartaglia@yahoo.com.br (Corresponding author); ezrighi@yahoo.com.br; leidi-r1@hotmail.com; heldweinab@smail.ufsm.br; LUIS H. LOOSE, Instituto Federal Forroupilha. Santo Ângelo, RS. E-mail: luisloose@yahoo.com.br; IVAN C. MALDANER, Instituto Federal Farroupilha. São Vicente do Sul, RS. E-mail: ivan.maldaner@iffarroupilha.edu.br; ARNO B. HELDWEIN, Universidade Federal de Santa Maria/Centro de Ciências Rurais/Departamento de Fitotecnia. Santa Maria, RS. E-mail: fran.tartaglia@yahoo.com.br (Corresponding author); ezrighi@yahoo.com.br; leidi-r1@hotmail.com; heldweinab@smail.ufsm.br; JORGE ALBERTO DE GOUVEA, CNPT. Ovate leaves Lanceolate leaves Modeling Brassica Napus Brassica napus var. napus The leaf is a very important structure of the plants, since it allows gas exchanges and the transformation of light energy into chemical energy. This study aimed to generate and test mathematical models for leaf area estimation in canola based on leaf dimensions. Two experiments were conducted with canola in 2014, in which leaves were collected in different phenological stages with different sizes and shapes. Subsequently, leaf length, width and area were measured (with automatic meter) in 606 leaves, which included 371 ovate and 235 lanceolate leaves. The models were generated using length, width and length versus width as independent variables and leaf area as dependent variable. The models were validated using a group of leaves different from those used to generate the models. A total of 27 models were obtained and those with best statistics and higher simplicity were selected. The polynomial model LA = 0.88735 W2 + 0.93503 W and the power model LA = 1.1282 W1.9396 can be used for both types of leaves and have high accuracy in the estimation of canola leaf area. 2021-12-15T10:44:23Z 2021-12-15T10:44:23Z 2021-12-14 2016 Artigo de periódico Revista Brasileira de Engenharia Agrícola e Ambiental, v. 20, n. 6, p. 551-556, 2016. http://www.alice.cnptia.embrapa.br/alice/handle/doc/1137791 Ingles en openAccess
institution EMBRAPA
collection DSpace
country Brasil
countrycode BR
component Bibliográfico
access En linea
databasecode dig-alice
tag biblioteca
region America del Sur
libraryname Sistema de bibliotecas de EMBRAPA
language Ingles
English
topic Ovate leaves
Lanceolate leaves
Modeling
Brassica Napus
Brassica napus var. napus
Ovate leaves
Lanceolate leaves
Modeling
Brassica Napus
Brassica napus var. napus
spellingShingle Ovate leaves
Lanceolate leaves
Modeling
Brassica Napus
Brassica napus var. napus
Ovate leaves
Lanceolate leaves
Modeling
Brassica Napus
Brassica napus var. napus
TARTAGLIA, F. de L.
RIGHI, E. Z.
ROCHA, L. da
LOOSE, L. H.
MALDANER, I. C.
HELDWEIN, A. B.
GOUVEA, J. A. de
Non-destructive models for leaf area determination in canola.
description The leaf is a very important structure of the plants, since it allows gas exchanges and the transformation of light energy into chemical energy. This study aimed to generate and test mathematical models for leaf area estimation in canola based on leaf dimensions. Two experiments were conducted with canola in 2014, in which leaves were collected in different phenological stages with different sizes and shapes. Subsequently, leaf length, width and area were measured (with automatic meter) in 606 leaves, which included 371 ovate and 235 lanceolate leaves. The models were generated using length, width and length versus width as independent variables and leaf area as dependent variable. The models were validated using a group of leaves different from those used to generate the models. A total of 27 models were obtained and those with best statistics and higher simplicity were selected. The polynomial model LA = 0.88735 W2 + 0.93503 W and the power model LA = 1.1282 W1.9396 can be used for both types of leaves and have high accuracy in the estimation of canola leaf area.
author2 FRANCILENE DE L. TARTAGLIA, Universidade Federal de Santa Maria/Centro de Ciências Rurais/Departamento de Fitotecnia. Santa Maria, RS. E-mail: fran.tartaglia@yahoo.com.br (Corresponding author); ezrighi@yahoo.com.br; leidi-r1@hotmail.com; heldweinab@smail.ufsm.br; EVANDRO Z. RIGHI, Universidade Federal de Santa Maria/Centro de Ciências Rurais/Departamento de Fitotecnia. Santa Maria, RS. E-mail: fran.tartaglia@yahoo.com.br (Corresponding author); ezrighi@yahoo.com.br; leidi-r1@hotmail.com; heldweinab@smail.ufsm.br; LEIDIANA DA ROCHA, Universidade Federal de Santa Maria/Centro de Ciências Rurais/Departamento de Fitotecnia. Santa Maria, RS. E-mail: fran.tartaglia@yahoo.com.br (Corresponding author); ezrighi@yahoo.com.br; leidi-r1@hotmail.com; heldweinab@smail.ufsm.br; LUIS H. LOOSE, Instituto Federal Forroupilha. Santo Ângelo, RS. E-mail: luisloose@yahoo.com.br; IVAN C. MALDANER, Instituto Federal Farroupilha. São Vicente do Sul, RS. E-mail: ivan.maldaner@iffarroupilha.edu.br; ARNO B. HELDWEIN, Universidade Federal de Santa Maria/Centro de Ciências Rurais/Departamento de Fitotecnia. Santa Maria, RS. E-mail: fran.tartaglia@yahoo.com.br (Corresponding author); ezrighi@yahoo.com.br; leidi-r1@hotmail.com; heldweinab@smail.ufsm.br; JORGE ALBERTO DE GOUVEA, CNPT.
author_facet FRANCILENE DE L. TARTAGLIA, Universidade Federal de Santa Maria/Centro de Ciências Rurais/Departamento de Fitotecnia. Santa Maria, RS. E-mail: fran.tartaglia@yahoo.com.br (Corresponding author); ezrighi@yahoo.com.br; leidi-r1@hotmail.com; heldweinab@smail.ufsm.br; EVANDRO Z. RIGHI, Universidade Federal de Santa Maria/Centro de Ciências Rurais/Departamento de Fitotecnia. Santa Maria, RS. E-mail: fran.tartaglia@yahoo.com.br (Corresponding author); ezrighi@yahoo.com.br; leidi-r1@hotmail.com; heldweinab@smail.ufsm.br; LEIDIANA DA ROCHA, Universidade Federal de Santa Maria/Centro de Ciências Rurais/Departamento de Fitotecnia. Santa Maria, RS. E-mail: fran.tartaglia@yahoo.com.br (Corresponding author); ezrighi@yahoo.com.br; leidi-r1@hotmail.com; heldweinab@smail.ufsm.br; LUIS H. LOOSE, Instituto Federal Forroupilha. Santo Ângelo, RS. E-mail: luisloose@yahoo.com.br; IVAN C. MALDANER, Instituto Federal Farroupilha. São Vicente do Sul, RS. E-mail: ivan.maldaner@iffarroupilha.edu.br; ARNO B. HELDWEIN, Universidade Federal de Santa Maria/Centro de Ciências Rurais/Departamento de Fitotecnia. Santa Maria, RS. E-mail: fran.tartaglia@yahoo.com.br (Corresponding author); ezrighi@yahoo.com.br; leidi-r1@hotmail.com; heldweinab@smail.ufsm.br; JORGE ALBERTO DE GOUVEA, CNPT.
TARTAGLIA, F. de L.
RIGHI, E. Z.
ROCHA, L. da
LOOSE, L. H.
MALDANER, I. C.
HELDWEIN, A. B.
GOUVEA, J. A. de
format Artigo de periódico
topic_facet Ovate leaves
Lanceolate leaves
Modeling
Brassica Napus
Brassica napus var. napus
author TARTAGLIA, F. de L.
RIGHI, E. Z.
ROCHA, L. da
LOOSE, L. H.
MALDANER, I. C.
HELDWEIN, A. B.
GOUVEA, J. A. de
author_sort TARTAGLIA, F. de L.
title Non-destructive models for leaf area determination in canola.
title_short Non-destructive models for leaf area determination in canola.
title_full Non-destructive models for leaf area determination in canola.
title_fullStr Non-destructive models for leaf area determination in canola.
title_full_unstemmed Non-destructive models for leaf area determination in canola.
title_sort non-destructive models for leaf area determination in canola.
publishDate 2021-12-14
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1137791
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