{"id":67596,"date":"2021-07-01T15:41:32","date_gmt":"2021-07-01T19:41:32","guid":{"rendered":"https:\/\/www.agribusinessglobal.com\/?p=67596"},"modified":"2021-07-07T07:50:52","modified_gmt":"2021-07-07T11:50:52","slug":"product-development-experimentation-improves-analysis-from-large-scale-on-farm-trials","status":"publish","type":"post","link":"https:\/\/www.agribusinessglobal.com\/pt\/agtech\/product-development-experimentation-improves-analysis-from-large-scale-on-farm-trials\/","title":{"rendered":"A experimenta\u00e7\u00e3o de desenvolvimento de produtos melhora a an\u00e1lise de ensaios em larga escala na fazenda"},"content":{"rendered":"<p>A experimenta\u00e7\u00e3o agr\u00edcola em laborat\u00f3rios, estufas e pequenas propriedades continua a evoluir, com maneiras mais precisas de mensurar e avaliar novas tecnologias. Essa mesma tecnologia tem o potencial de tornar grandes ensaios em fazendas mais informativos n\u00e3o apenas para produtores, fornecedores e consultores, mas tamb\u00e9m para pesquisadores.<\/p>\n<p>O objetivo da realiza\u00e7\u00e3o de ensaios de campo com um novo produto \u00e9 gerar informa\u00e7\u00f5es em condi\u00e7\u00f5es que permitam emular o uso futuro na fazenda, em uma variedade de condi\u00e7\u00f5es clim\u00e1ticas e de campo. At\u00e9 ent\u00e3o, o controle do erro experimental dependia de ensaios replicados em pequenas parcelas, conduzidos em diversos locais ao longo de diversas safras. Mais locais, safras e replica\u00e7\u00f5es se traduzem em uma melhor compreens\u00e3o do efeito do tratamento aplicado e, consequentemente, em uma melhor previs\u00e3o do verdadeiro valor da tecnologia.<\/p>\n<p>No artigo publicado de Giuditta Parolini, <a href=\"https:\/\/link.springer.com\/article\/10.1007\/s40656-015-0079-5?\" target=\"_blank\" rel=\"noopener\">Mapeando a hist\u00f3ria dos experimentos agr\u00edcolas<\/a>, ele diz, \u201cEmbora as quest\u00f5es que sustentam os experimentos agr\u00edcolas permane\u00e7am em grande parte as mesmas, os instrumentos e as pr\u00e1ticas para respond\u00ea-las mudaram constantemente durante o s\u00e9culo XX com o advento de novas disciplinas como biologia molecular, gen\u00f4mica, estat\u00edstica e computa\u00e7\u00e3o.\u201d<\/p>\n<p>Na era da agricultura de precis\u00e3o, a experimenta\u00e7\u00e3o agr\u00edcola de campo continuar\u00e1 a evoluir, \u00e0 medida que a tecnologia oferece mais ferramentas de medi\u00e7\u00e3o espacial e em tempo real. Sensores, imagens e m\u00e9todos de amostragem aumentar\u00e3o a qualidade e o n\u00famero de medi\u00e7\u00f5es permitidas, melhorando a precis\u00e3o e a previsibilidade das avalia\u00e7\u00f5es.<\/p>\n<p>An\u00e1lises inovadoras re\u00fanem todas as informa\u00e7\u00f5es coletadas para determinar quando e como a nova tecnologia oferece seus melhores resultados. Al\u00e9m disso, as an\u00e1lises melhoram a experi\u00eancia do produtor, n\u00e3o apenas em rela\u00e7\u00e3o ao novo produto, mas tamb\u00e9m em rela\u00e7\u00e3o \u00e0 sua pr\u00f3pria fazenda. Levar os testes em larga escala na fazenda a um novo patamar anal\u00edtico \u00e9 a raz\u00e3o pela qual <a href=\"https:\/\/www.agrithority.com\/\" target=\"_blank\" rel=\"noopener\">AgriThority<\/a> lan\u00e7ado <a href=\"https:\/\/www.agrithority.com\/trialwerx\/\">TrialWerx<\/a> \u2014 transformar dados em valor.<\/p>\n<p>\u201cO TrialWerx nos permite mensurar camadas adicionais de informa\u00e7\u00e3o, como clima e solo, bem como o hist\u00f3rico de campo\u201d, disse Gloverson Moro, Diretor de Tecnologia da AgriThority. \u201cAgora, eles podem ser sobrepostos aos dados dos ensaios de campo, permitindo a cria\u00e7\u00e3o de correla\u00e7\u00f5es adicionais e proporcionando novas oportunidades de insights. Finalmente, toda essa riqueza de dados pode ser reunida por meio de novos m\u00e9todos anal\u00edticos, impulsionados pela biologia computacional, gerando conhecimento e insights inovadores.\u201d<\/p>\n<p>Kevin e Jeff O&#039;Bannon, agricultores do Condado de Monroe, Missouri, viram os resultados do TrialWerx em suas fazendas. Eles dizem: &quot;Nunca aprendemos tanto com nossos testes em fazendas quanto com a AgriThority e seu TrialWerx.&quot;<\/p>\n<p>Testes em larga escala em fazendas para agricultores e revendedores s\u00e3o um componente importante para o sucesso da transfer\u00eancia de tecnologia e do lan\u00e7amento de produtos. A avalia\u00e7\u00e3o criteriosa de novas tecnologias em condi\u00e7\u00f5es agr\u00edcolas oferece oportunidades para detectar problemas operacionais inesperados n\u00e3o observados em est\u00e1gios anteriores de desenvolvimento do produto e reduz os riscos durante o lan\u00e7amento comercial.<\/p>\n<p>\u201cO mais importante em testes em larga escala \u00e9 que agricultores, agr\u00f4nomos e distribuidores ganham experi\u00eancia pr\u00e1tica\u201d, disse Luke Samuel, Ph.D. Diretor Global de Transfer\u00eancia de Tecnologia da AgriThority. \u201cEsse engajamento da \u201ccadeia de suprimentos\u201d \u00e9 um componente essencial para o sucesso da transfer\u00eancia de tecnologia e do sucesso comercial. Os produtores ouvem outros produtores, mas seus consultores ou revendedores tamb\u00e9m s\u00e3o persuasivos no processo de tomada de decis\u00e3o.\u201d<\/p>\n<p>Os especialistas da AgriThority concordam que a maioria dos testes em fazendas s\u00e3o conduzidos como campos de demonstra\u00e7\u00e3o e n\u00e3o conseguem entregar a hist\u00f3ria completa e o valor total. Sem um planejamento e gerenciamento experimentais precisos, esses testes em larga escala oferecem alguma experi\u00eancia, mas muitas vezes sem insights sobre onde e como o novo produto ter\u00e1 melhor desempenho. Samuel afirma que o desenvolvimento de Melhores Pr\u00e1ticas de Gest\u00e3o para novas tecnologias \u00e9 crucial para o uso bem-sucedido a longo prazo e a ado\u00e7\u00e3o plena pelos produtores.<\/p>\n<p>\u201cColetar uma \u00fanica m\u00e9dia de produtividade de uma grande \u00e1rea n\u00e3o gera novos insights e, muitas vezes, n\u00e3o gera benef\u00edcios significativos para os produtores\u201d, afirma Ignacio Colonna, Diretor Global de Ci\u00eancia e Tecnologia da AgriThority. \u201cA tecnologia oferece a oportunidade de transformar testes em larga escala na fazenda em uma fonte de informa\u00e7\u00f5es valiosas e elevar a experi\u00eancia do produtor a um novo patamar. As camadas de informa\u00e7\u00e3o digital atualmente dispon\u00edveis permitem o melhor posicionamento e gerenciamento de testes em larga escala na fazenda. Ferramentas tecnol\u00f3gicas de agricultura de precis\u00e3o permitem a gera\u00e7\u00e3o de s\u00e9ries de dados temporais e espaciais.\u201d<\/p>\n<p>A evolu\u00e7\u00e3o da tecnologia continuar\u00e1 transformando a experimenta\u00e7\u00e3o agr\u00edcola. A capacidade de coletar informa\u00e7\u00f5es com maior precis\u00e3o e analisar grandes conjuntos de dados aumentar\u00e1 o poder de detectar novas correla\u00e7\u00f5es e produzir\u00e1 insights ainda mais profundos. O crescente avan\u00e7o da biologia computacional tamb\u00e9m aponta para a crescente relev\u00e2ncia da modelagem para tornar o processo de experimenta\u00e7\u00e3o agr\u00edcola ainda mais poderoso e previs\u00edvel.<\/p>\n<p>\u201cIndependentemente de quanto a experimenta\u00e7\u00e3o tenha evolu\u00eddo, a disciplina de desenvolvimento \u00e9 um requisito fundamental para a constru\u00e7\u00e3o de um produto de sucesso\u201d, disse Moro. \u201cO conceito mais inovador n\u00e3o se traduzir\u00e1 em um \u00f3timo produto a menos que um rigoroso caminho de desenvolvimento seja seguido. Isso tem tanto a ver com processo quanto com ci\u00eancia. Ter clareza sobre o caminho em dire\u00e7\u00e3o ao mercado-alvo, o desenvolvimento t\u00e9cnico e o processo regulat\u00f3rio \u00e9 fundamental. Traduzir isso em uma s\u00e9rie de perguntas que devem ser respondidas e a ordem em que devem ser abordadas \u00e9 essencial. A \u00e2nsia de pular etapas cr\u00edticas frequentemente resulta em fracasso. Ir mais r\u00e1pido n\u00e3o significa ir mais longe.\u201d<\/p>","protected":false},"excerpt":{"rendered":"<p>Na era da agricultura de precis\u00e3o, a experimenta\u00e7\u00e3o de campo continuar\u00e1 a evoluir \u00e0 medida que a tecnologia fornece mais ferramentas de medi\u00e7\u00e3o espacial e em tempo real.<\/p>","protected":false},"author":110,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1604],"tags":[],"class_list":["post-67596","post","type-post","status-publish","format-standard","hentry","category-agtech"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Product Development Experimentation Improves Analysis from Large-Scale, On-Farm Trials - AgriBusiness Global<\/title>\n<meta name=\"description\" content=\"In the age of precision ag, field experimentation will continue to evolve as technology provides more real-time and spatial measurement tools.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.agribusinessglobal.com\/pt\/agtech\/product-development-experimentation-improves-analysis-from-large-scale-on-farm-trials\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Product Development Experimentation Improves Analysis from Large-Scale, On-Farm Trials - 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