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Registro Completo |
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Biblioteca(s): |
Embrapa Café. |
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Data corrente: |
03/01/2024 |
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Data da última atualização: |
03/01/2024 |
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Tipo da produção científica: |
Artigo em Periódico Indexado |
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Autoria: |
SANTOS, L. M. dos; FERRAZ, G. A. e S.; CARVALHO, M. A. de F.; TEODORO, S. A.; CAMPOS, A. A. V.; MENICUCCI NETO, P. |
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Afiliação: |
LUANA MENDES DOS SANTOS, - UNIVERSIDADE FEDERAL DE LAVRAS; GABRIEL ARAÚJO E SILVA FERRAZ, UNIVERSIDADE FEDERAL DE LAVRAS; MILENE ALVES DE FIGUEIREDO CARVALHO, CNPCa; SABRINA APARECIDA TEODORO, UNIVERSIDADE FEDERAL DE LAVRAS; ALISSON ANDRÉ VICENTE CAMPOS, UNIVERSIDADE FEDERAL DE LAVRAS; PEDRO MENICUCCI NETO, UNIVERSIDADE FEDERAL DE LAVRAS. |
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Título: |
Use of RPA images in the mapping of the chlorophyll index of coffee plants. |
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Ano de publicação: |
2022 |
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Fonte/Imprenta: |
Sustainability , v. 14, n. 20, 13118, 2022. |
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Páginas: |
16 p. |
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DOI: |
https://doi.org/10.3390/su142013118 |
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Idioma: |
Inglês |
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Conteúdo: |
Coffee trading is an important source of income for the Brazilian commercial balance. Chlorophyll (Chl) are pigments responsible for converting radiation into energy; these pigments are closely related to the photosynthetic efficiency of plants, and the evaluation of the nutritional status of the coffee tree. The inversion method can be used for estimating the canopy chlorophyll content (Chl(canopy)) using the leaf chlorophyll content (Chl(leaf)) and the leaf area index (LAI). The application of vegetation indices (VIs) in high spatial resolution images obtained from remotely piloted aircraft (RPA) can assist in the characterization of Chl(canopy) in addition to providing vital and fast information for monitoring crops and aiding decision-making. This study aimed to identify which VIs adequately explain the Chl and evaluate the relationships between the VIs obtained from remotely piloted aircraft (RPA) images and the Chl(leaf) and Chl(canopy) in coffee plants during the wet and dry seasons. The experiment was conducted on a Coffea arabica L. plantation in Lavras, Minas Gerais, Brazil. Images were collected on 26 November 2019 (wet), 11 August 2020 (dry), and 26 August 2021 (dry) by a multispectral camera embedded in a quadcopter. Plant height (H), crow diameter (D), and Chl(leaf) (a, b and total) data were collected in the field by a metre ruler (H and D) and sensor (Chl(leaf)). The LAI was calculated based on H and D. The Chl(canopy) (a, b, and total) was calculated based on Chl(leaf) and LAI. The image processing was performed in Pix4D software, and postprocessing and calculation of the 21 VIs were performed in QGIS. Statistical analyses (descriptive, statistical tests, Pearson correlation, residuals calculation, and linear regression) were performed using the software R. The VIs from the RPA that best correlates to Chl(canopy) in the wet season were the Modified Chlorophyll Absorption Ratio Index 2 (MCARI2(RPA)), Modified Simple Ratio (MSRRPA) and Simple Ratio (SRRPA). These VIs had high sensitivity and, therefore, were more affected by chlorophyll variability. For the two dry season studied days, there were no patterns in the relationships between Chl(leaf), Chl(canopy), and the VIs. It was possible to use the Chl inversion method for the coffee during the wet season. MenosCoffee trading is an important source of income for the Brazilian commercial balance. Chlorophyll (Chl) are pigments responsible for converting radiation into energy; these pigments are closely related to the photosynthetic efficiency of plants, and the evaluation of the nutritional status of the coffee tree. The inversion method can be used for estimating the canopy chlorophyll content (Chl(canopy)) using the leaf chlorophyll content (Chl(leaf)) and the leaf area index (LAI). The application of vegetation indices (VIs) in high spatial resolution images obtained from remotely piloted aircraft (RPA) can assist in the characterization of Chl(canopy) in addition to providing vital and fast information for monitoring crops and aiding decision-making. This study aimed to identify which VIs adequately explain the Chl and evaluate the relationships between the VIs obtained from remotely piloted aircraft (RPA) images and the Chl(leaf) and Chl(canopy) in coffee plants during the wet and dry seasons. The experiment was conducted on a Coffea arabica L. plantation in Lavras, Minas Gerais, Brazil. Images were collected on 26 November 2019 (wet), 11 August 2020 (dry), and 26 August 2021 (dry) by a multispectral camera embedded in a quadcopter. Plant height (H), crow diameter (D), and Chl(leaf) (a, b and total) data were collected in the field by a metre ruler (H and D) and sensor (Chl(leaf)). The LAI was calculated based on H and D. The Chl(canopy) (a, b, and total) was calculated based o... Mostrar Tudo |
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Thesagro: |
Coffea Arábica. |
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Thesaurus Nal: |
Chlorophyll; Radiation hybrid mapping. |
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Categoria do assunto: |
-- |
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URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/doc/1160422/1/Use-of-RPA-Images-in-the-Mapping.pdf
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Marc: |
LEADER 03032naa a2200241 a 4500
001 2160422
005 2024-01-03
008 2022 bl uuuu u00u1 u #d
024 7 $ahttps://doi.org/10.3390/su142013118$2DOI
100 1 $aSANTOS, L. M. dos
245 $aUse of RPA images in the mapping of the chlorophyll index of coffee plants.$h[electronic resource]
260 $c2022
300 $a16 p.
520 $aCoffee trading is an important source of income for the Brazilian commercial balance. Chlorophyll (Chl) are pigments responsible for converting radiation into energy; these pigments are closely related to the photosynthetic efficiency of plants, and the evaluation of the nutritional status of the coffee tree. The inversion method can be used for estimating the canopy chlorophyll content (Chl(canopy)) using the leaf chlorophyll content (Chl(leaf)) and the leaf area index (LAI). The application of vegetation indices (VIs) in high spatial resolution images obtained from remotely piloted aircraft (RPA) can assist in the characterization of Chl(canopy) in addition to providing vital and fast information for monitoring crops and aiding decision-making. This study aimed to identify which VIs adequately explain the Chl and evaluate the relationships between the VIs obtained from remotely piloted aircraft (RPA) images and the Chl(leaf) and Chl(canopy) in coffee plants during the wet and dry seasons. The experiment was conducted on a Coffea arabica L. plantation in Lavras, Minas Gerais, Brazil. Images were collected on 26 November 2019 (wet), 11 August 2020 (dry), and 26 August 2021 (dry) by a multispectral camera embedded in a quadcopter. Plant height (H), crow diameter (D), and Chl(leaf) (a, b and total) data were collected in the field by a metre ruler (H and D) and sensor (Chl(leaf)). The LAI was calculated based on H and D. The Chl(canopy) (a, b, and total) was calculated based on Chl(leaf) and LAI. The image processing was performed in Pix4D software, and postprocessing and calculation of the 21 VIs were performed in QGIS. Statistical analyses (descriptive, statistical tests, Pearson correlation, residuals calculation, and linear regression) were performed using the software R. The VIs from the RPA that best correlates to Chl(canopy) in the wet season were the Modified Chlorophyll Absorption Ratio Index 2 (MCARI2(RPA)), Modified Simple Ratio (MSRRPA) and Simple Ratio (SRRPA). These VIs had high sensitivity and, therefore, were more affected by chlorophyll variability. For the two dry season studied days, there were no patterns in the relationships between Chl(leaf), Chl(canopy), and the VIs. It was possible to use the Chl inversion method for the coffee during the wet season.
650 $aChlorophyll
650 $aRadiation hybrid mapping
650 $aCoffea Arábica
700 1 $aFERRAZ, G. A. e S.
700 1 $aCARVALHO, M. A. de F.
700 1 $aTEODORO, S. A.
700 1 $aCAMPOS, A. A. V.
700 1 $aMENICUCCI NETO, P.
773 $tSustainability$gv. 14, n. 20, 13118, 2022.
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Registro original: |
Embrapa Café (CNPCa) |
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Registro |
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Registro Completo
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Biblioteca(s): |
Embrapa Café. |
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Data corrente: |
28/09/2021 |
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Data da última atualização: |
28/09/2021 |
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Tipo da produção científica: |
Resumo em Anais de Congresso |
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Autoria: |
GASPARINI, A. K. dos S.; CINTRA, L. A.; CARDUCCI, F. C.; SHIGUEOKA, L. H.; SERA, G. H.; SERA, T.; ANGELO, P. C. da S. |
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Afiliação: |
ANA KAROLINA DOS SANTOS GASPARINI, IFPR; LEONARDO ADABO CINTRA, UEL; FERNANDO CESAR CARDUCCI, UEL; LUCIANA HARUMI SHIGUEOKA, IDR-PR; GUSTAVO HIROSHI SERA, IDR-PR; TUMORU SERA, IDR-PR; PAULA CRISTINA DA SILVA ANGELO, CNPCa. |
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Título: |
Indução in vivo de poliploidia em Coffea canephora resistente a nematoides. |
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Ano de publicação: |
2021 |
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Fonte/Imprenta: |
In: REUNIÃO ANUAL DA SOCIEDADE BRASILEIRA PARA O PROGRESSO DA CIÊNCIA, 73., 2021, Juiz de Fora, MG. Anais... Juiz de Fora, MG: SBPC, 2021. 4 p. |
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Idioma: |
Português |
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Conteúdo: |
O melhoramento genético do cafeeiro tem grande importância econômica para o Brasil. O cruzamento entre espécies pode gerar cultivares mais produtivos e resistentes. A diferença na ploidia de Coffea arabica (2n = 44) e C. canephora (2n = 22) dificulta o cruzamento interespecífico. Com a intenção de induzir o aumento da ploidia de C. canephora resistente aos nematoides Meloidogyne paranaensis e M. incognita, meristemas apicais de estacas enraizadas foram tratados com colchicina a 0,2 ou a 0,35% em ágar. O número de estômatos nas folhas produzidas pelos meristemas tratados foi contado para avaliar o efeito da colchicina. Para plantas com número de estômatos reduzido, foram contados cromossomos nos meristemas de nós caulinares produzidos após os tratamentos com colchicina. Enquanto foram observados cerca de 30 estômatos por campo em folhas controle, uma planta tratada que produziu folha com 15 estômatos por campo e tem 44 cromossomos em um meristema vegetativo foi identificada. |
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Thesagro: |
Café; Melhoramento Genético Vegetal; Praga de Planta; Resistência. |
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Categoria do assunto: |
-- |
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URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/item/226426/1/SBPC.pdf
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Marc: |
LEADER 01783nam a2200229 a 4500
001 2134809
005 2021-09-28
008 2021 bl uuuu u00u1 u #d
100 1 $aGASPARINI, A. K. dos S.
245 $aIndução in vivo de poliploidia em Coffea canephora resistente a nematoides.$h[electronic resource]
260 $aIn: REUNIÃO ANUAL DA SOCIEDADE BRASILEIRA PARA O PROGRESSO DA CIÊNCIA, 73., 2021, Juiz de Fora, MG. Anais... Juiz de Fora, MG: SBPC, 2021. 4 p.$c2021
520 $aO melhoramento genético do cafeeiro tem grande importância econômica para o Brasil. O cruzamento entre espécies pode gerar cultivares mais produtivos e resistentes. A diferença na ploidia de Coffea arabica (2n = 44) e C. canephora (2n = 22) dificulta o cruzamento interespecífico. Com a intenção de induzir o aumento da ploidia de C. canephora resistente aos nematoides Meloidogyne paranaensis e M. incognita, meristemas apicais de estacas enraizadas foram tratados com colchicina a 0,2 ou a 0,35% em ágar. O número de estômatos nas folhas produzidas pelos meristemas tratados foi contado para avaliar o efeito da colchicina. Para plantas com número de estômatos reduzido, foram contados cromossomos nos meristemas de nós caulinares produzidos após os tratamentos com colchicina. Enquanto foram observados cerca de 30 estômatos por campo em folhas controle, uma planta tratada que produziu folha com 15 estômatos por campo e tem 44 cromossomos em um meristema vegetativo foi identificada.
650 $aCafé
650 $aMelhoramento Genético Vegetal
650 $aPraga de Planta
650 $aResistência
700 1 $aCINTRA, L. A.
700 1 $aCARDUCCI, F. C.
700 1 $aSHIGUEOKA, L. H.
700 1 $aSERA, G. H.
700 1 $aSERA, T.
700 1 $aANGELO, P. C. da S.
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Embrapa Café (CNPCa) |
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