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Registro Completo |
Biblioteca(s): |
Embrapa Cerrados. |
Data corrente: |
02/03/1993 |
Data da última atualização: |
22/08/2014 |
Autoria: |
SAUERESSIG, T. M. |
Título: |
Ecologia de larvas dos nematoides gastrintestinais de bovinos em pastagens da regiao dos cerrados. I. Estudo em parcelas experimentais. |
Ano de publicação: |
1982 |
Fonte/Imprenta: |
Planaltina: EMBRAPA-CPAC, 1982. |
Páginas: |
2p. |
Série: |
(EMBRAPA-CPAC. Pesquisa em Andamento, 11). |
Idioma: |
Português |
Palavras-Chave: |
Controle; Nematoide gastrintestinal; Parasita. |
Thesagro: |
Bovino; Cerrado; Doença Animal; Larva; Pastagem; Pastejo; Verminose. |
Categoria do assunto: |
-- |
URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/item/107089/1/pesq-11.pdf
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Marc: |
LEADER 00701nam a2200241 a 4500 001 1548603 005 2014-08-22 008 1982 bl uuuu u0uu1 u #d 100 1 $aSAUERESSIG, T. M. 245 $aEcologia de larvas dos nematoides gastrintestinais de bovinos em pastagens da regiao dos cerrados. I. Estudo em parcelas experimentais. 260 $aPlanaltina: EMBRAPA-CPAC$c1982 300 $a2p. 490 $a(EMBRAPA-CPAC. Pesquisa em Andamento, 11). 650 $aBovino 650 $aCerrado 650 $aDoença Animal 650 $aLarva 650 $aPastagem 650 $aPastejo 650 $aVerminose 653 $aControle 653 $aNematoide gastrintestinal 653 $aParasita
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Registro original: |
Embrapa Cerrados (CPAC) |
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Registro Completo
Biblioteca(s): |
Embrapa Agricultura Digital. |
Data corrente: |
11/11/2021 |
Data da última atualização: |
17/11/2021 |
Tipo da produção científica: |
Artigo em Anais de Congresso |
Autoria: |
REIS, A. A. dos; WERNER, J. P. S.; SILVA, B. C. da; ANTUNES, J. F. G.; ESQUERDO, J. C. D. M.; FIGUEIREDO, G. K. D. A.; COUTINHO, A. C.; LAMPARELLI, R. A. C.; MAGALHÃES, P. S. G. |
Afiliação: |
ALINY APARECIDA DOS REIS, UNIVERSITY OF CAMPINAS; JOÃO PAULO SAMPAIO WERNER, UNIVERSITY OF CAMPINAS; BRUNA CAROLINE DA SILVA, UNIVERSITY OF CAMPINAS; JOAO FRANCISCO GONCALVES ANTUNES, CNPTIA; JULIO CESAR DALLA MORA ESQUERDO, CNPTIA; GLEYCE KELLY DANTAS ARAÚJO FIGUEIREDO, UNIVERSITY OF CAMPINAS; ALEXANDRE CAMARGO COUTINHO, CNPTIA; RUBENS AUGUSTO CAMARGO LAMPARELLI, UNICAMP; PAULO SERGIO GRAZIANO MAGALHÃES, UNICAMP. |
Título: |
Can canopy height of mixed pastures in integrated crop-livestock systems be estimated using planetscope imagery? |
Ano de publicação: |
2021 |
Fonte/Imprenta: |
In: WORLD CONGRESS ON INTEGRATED CROP-LIVESTOCK-FORESTRY SYSTEMS, 2., 2021. Proceedings reference. Brasília, DF: Embrapa, 2021. p. 658-663. |
ISBN: |
978-65-994135-4-4 |
Idioma: |
Inglês |
Notas: |
WCCLF 2021. Evento online. |
Conteúdo: |
ABSTRACT. Canopy height (CH) is one of the key parameters used to evaluate forage biomass production and support grazing management decisions in intensively managed fields. In this study, we demonstrate the potential of using textural information derived from PlanetScope (PS) imagery to estimate CH of intensively managed mixed pastures in an Integrated Crop-Livestock Systems (ICLS) in the western region of São Paulo State, Brazil. PS images and field data of CH were acquired during the forage growing season of 2019 (from May to November) to calibrate and validate the CH prediction models using the Random Forest (RF) regression algorithm. We used as predictor variables eight second-order texture measures derived from the green, red, near-infrared spectral bands of PS images using the grey level co-occurrence matrix (GLCM) statistical texture approach. Pasture CH varied from 0.12 to 1.20 m with a coefficient of variation equal to 63.34%. Our best RF model was able to predict the spatiotemporal changes in pasture CH with high accuracy (R2 = 0.88) even with the high variability of the pasture CH through the forage growing season, mainly due to forage composition (different proportions of millet and ruzi grass) and grazing activities. |
Palavras-Chave: |
Canopy height; Integração lavoura pecuária; Integrated crop-livestock systems; Integrated systems; Medidas de textura; Nano-satellites; Nanossatélites; Sistemas integrados; Texture measures. |
Thesagro: |
Pastagem. |
Categoria do assunto: |
-- |
URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/item/227702/1/PC-Can-canopy-height-WCCLF-2021.pdf
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Marc: |
LEADER 02451nam a2200349 a 4500 001 2136079 005 2021-11-17 008 2021 bl uuuu u00u1 u #d 020 $a978-65-994135-4-4 100 1 $aREIS, A. A. dos 245 $aCan canopy height of mixed pastures in integrated crop-livestock systems be estimated using planetscope imagery?$h[electronic resource] 260 $aIn: WORLD CONGRESS ON INTEGRATED CROP-LIVESTOCK-FORESTRY SYSTEMS, 2., 2021. Proceedings reference. Brasília, DF: Embrapa, 2021. p. 658-663.$c2021 500 $aWCCLF 2021. Evento online. 520 $aABSTRACT. Canopy height (CH) is one of the key parameters used to evaluate forage biomass production and support grazing management decisions in intensively managed fields. In this study, we demonstrate the potential of using textural information derived from PlanetScope (PS) imagery to estimate CH of intensively managed mixed pastures in an Integrated Crop-Livestock Systems (ICLS) in the western region of São Paulo State, Brazil. PS images and field data of CH were acquired during the forage growing season of 2019 (from May to November) to calibrate and validate the CH prediction models using the Random Forest (RF) regression algorithm. We used as predictor variables eight second-order texture measures derived from the green, red, near-infrared spectral bands of PS images using the grey level co-occurrence matrix (GLCM) statistical texture approach. Pasture CH varied from 0.12 to 1.20 m with a coefficient of variation equal to 63.34%. Our best RF model was able to predict the spatiotemporal changes in pasture CH with high accuracy (R2 = 0.88) even with the high variability of the pasture CH through the forage growing season, mainly due to forage composition (different proportions of millet and ruzi grass) and grazing activities. 650 $aPastagem 653 $aCanopy height 653 $aIntegração lavoura pecuária 653 $aIntegrated crop-livestock systems 653 $aIntegrated systems 653 $aMedidas de textura 653 $aNano-satellites 653 $aNanossatélites 653 $aSistemas integrados 653 $aTexture measures 700 1 $aWERNER, J. P. S. 700 1 $aSILVA, B. C. da 700 1 $aANTUNES, J. F. G. 700 1 $aESQUERDO, J. C. D. M. 700 1 $aFIGUEIREDO, G. K. D. A. 700 1 $aCOUTINHO, A. C. 700 1 $aLAMPARELLI, R. A. C. 700 1 $aMAGALHÃES, P. S. G.
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Embrapa Agricultura Digital (CNPTIA) |
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