), aplicados em área total. As subparcelas constituíram as cinco doses do fertilizante mineral formulado NPK 04-30-10 (0; 100; 200; 300 e 400 kg ha -1 ), aplicados ao sulco de semeadura. A adubação com o fertilizante mineral proporciona aumento na altura de planta e de inserção do primeiro legume, número de legumes por planta e na produtividade de grãos da cultura da soja. A adubação com o resíduo orgânico "cama de frango" eleva a altura de planta e de inserção do primeiro legume, massa de 100 grãos, número de legumes por planta e o rendimento de grãos de soja, porém em doses mais elevadas favorece o acamamento das plantas. A utilização da cama de frango é viável em termos agronômicos e econômicos na cultura da soja. A adição de cama de frango eleva os teores de potássio e enxofre no solo. Palavras-chave -Adubação mineral. Adubação orgânica. Cama de frango. Glycine max.Abstract -The objective of this study was to evaluate the effect of mineral fertilizer NPK associated with the organic waste "poultry litter" on the agronomic characteristics of soybean as well as nutrient levels in the Cambisol. The experiment was carried out in Itutinga, southern Minas Gerais state, Brazil, in a randomized blocks experimental design with three replications in split-plot. The cultivar used was BRS Favorita RR. The treatments applied to plots consisted on four doses of "poultry litter" (0; 3; 6 and 9 Mg ha -1 ), applied in the total area. The subplots were the five doses of mineral fertilizer NPK 04-30-10 (0; 100; 200; 300 and 400 kg ha -1 ), applied to the groove seeding. Fertilization with mineral fertilizers provides an increase in plant and first pod height, number of pods per plant and yield of soybean. Fertilization with organic waste "poultry litter" increases the plant and first pod height, weight of 100 grains, number of pods per plant and yield of soybean, however at higher doses favors the lodging of plants. The use of poultry litter is viable in agronomic and economic terms in the soybean crop. The addition of poultry litter increases the contents of potassium and sulfur in the soil.
Leaf area is an important parameter in agronomic and physiological studies; thereby, the techniques used for its determination should be simple, fast and accurate. The objective of this study was to evaluate the efficiency of an equation for the indirect determination of leaf area in 'Conilon' (Coffea canephora) genotypes cultivated in the Western Amazon. The experiment was carried out in Porto Velho, Rondônia, in August and September 2011. It was arranged in a completely randomized 2 × 15 factorial design combining two methods of determining leaf area (estimated and actual) and fifteen 'Conilon' coffee genotypes, with 64replicates. The estimated leaf area was determined by the equation LA = 0.3064 × Age -0.0556 × LMR -2.0133 (R 2 =0.98), developed by Partelli et al. (2006), while the actual leaf area was obtained from images of leaves scanned into digital format using an image scanner. The genotypes belong to the Coffee Breeding Program at Embrapa Rondônia. The efficiency of the equation for determining leaf area of 'Conilon' coffee varies according to the genotype evaluated; therefore, the equation must not be used without prior calibration. As the species is a perennial crop and the number of commercial genotypes widely accepted by farmers is restricted, the validation of the equation or the development of new equations capable of estimating the leaf area of the cultivated genotypes can help in the management of coffee plantationsn.
Recent neural network-based language models have benefited greatly from scaling up the size of training datasets and the number of parameters in the models themselves. Scaling can be complicated due to various factors including the need to distribute computation on supercomputer clusters (e.g., TPUs), prevent bottlenecks when infeeding data, and ensure reproducible results. In this work, we present two software libraries that ease these issues: t5x simplifies the process of building and training large language models at scale while maintaining ease of use, and seqio provides a task-based API for simple creation of fast and reproducible training data and evaluation pipelines. These open-source libraries have been used to train models with hundreds of billions of parameters on datasets with multiple terabytes of training data. Along with the libraries, we release configurations and instructions for T5-like encoder-decoder models as well as GPT-like decoder-only architectures.t5x and seqio are open source and available at https://github.com/google-research/ t5x and https://github.com/google/seqio, respectively.
RESUMO -O sistema plantio direto é uma estratégia sustentável de produção que preconiza a manutenção da cobertura vegetal como prática conservacionista do solo. Objetivou-se avaliar o efeito de plantas de cobertura sobre atributos fisiológicos e agronômicos do milho na região sudoeste da Amazônia. Foram avaliadas 15 estratégias de sucessões de culturas com o milho e a influência sobre o rendimento de biomassa, de grãos, altura de plantas e inserção da espiga, índice de espiga, massa de 100 grãos, teor foliar de nitrogênio e clorofilas total, a e b em plantas de milho.Observou-se efeito das plantas de cobertura sobre o rendimento de grãos, de biomassa fresca e seca, na massa de grãos e nos teores de clorofila. Os efeitos sobre os teores de clorofila foram mais pronunciados na clorofila b e nos estádios fenológicos finais da cultura. O feijão-de-porco promoveu as maiores produtividades de grãos (7.539,3 kg ha -1 ) e potencial de silagem (16,2 Mg ha -1 de biomassa seca). A adequada escolha das espécies que compõe um sistema de plantio direto é preponderante para o apropriado desempenho agronômico do milho na região sudoeste da Amazônia. Palavras-chave:Zea mays, intensificação ecológica, sustentabilidade, integração lavoura-pecuária, plantio direto. CROPPING SYSTEMS ON THE PERFORMANCE OF CORN PLANTS IN THE SOUTHWESTERN AMAZONABSTRACT-A sustainable strategy for agricultural systems is the use of cover crops in no-tillage systems, as a conservationist soil practice. This paper aimed to evaluate the short-term effects of different cover crops on some physiological and agronomic attributes of corn crop in the Southwestern Amazon region. The effects of 15 cover plants on the biomass and grains yield, plant height, ear insertion height, ear index, mass of 100 grains, leaf nitrogen content and a, b and total chlorophyll levels of corn plants were evaluated. A randomized complete block design was used with four replications. Grain yield, fresh and dry biomass yield, mass of 100 grains and chlorophyll content were affected by some cover crops. Jack bean promoted the highest grain yield (7,539.3 kg ha -1 ) and biomass yield (16.2 Mg ha -1 dry matter) among the options assessed. Cover crops provided different levels of total, a and b chlorophyll levels, on the corn plants. Some cover crops presented the potential to improve the agronomic performance of the succeeding corn crop in the Southwestern Amazon region. The proper agronomic performance of corn in a no-till system depends on the adequate choice of cover plants to compose the system. Sorgo, v.15, n.3, p. 531-542, 2016 RESUMO -O sistema plantio direto é uma estratégia sustentável de produção que preconiza a manutenção da cobertura vegetal como prática conservacionista do solo. Objetivou-se avaliar o efeito de plantas de cobertura sobre atributos fisiológicos e agronômicos do milho na região sudoeste da Amazônia. Foram avaliadas 15 estratégias de sucessões de culturas com o milho e a influência sobre o rendimento de biomassa, de grãos, altura de plantas e inserção da e...
RESUMONeste trabalho, objetivou-se avaliar diferentes sistemas de corte, espaçamentos e densidade de semeio no consórcio das culturas de sorgo (Sorghum bicolor L. Moench) e soja [Glycine max (L.) Merrill] na entrelinha, visando à maximização da produção de forragem da cultura de sorgo. Foram conduzidos dois ensaios, nos anos agrícolas 2002/03 e 2003/04 em área experimental do Campus da Universidade Federal de Lavras, em Lavras, MG, em solo classificado como Latossolo Distroférrico típico, textura argilosa, fase cerrado. Utilizaram-se três sistemas de corte, três espaçamentos, duas densidades de semeio na cultura do sorgo e um tratamento adicional (monocultivo do sorgo). O delineamento experimental utilizado foi o de blocos casualizados, com três repetições, sendo os tratamentos dispostos em esquema fatorial 3x3x2+1. Os diferentes sistemas de corte e espaçamentos alteraram significativamente os rendimentos de massa verde, matéria seca e proteína bruta, com ênfase para o segundo sistema de corte e espaçamento de 80 cm entre linhas de semeio, que alcançaram melhores desempenhos. As densidades avaliadas não alteraram o rendimento forrageiro. O consórcio sorgo-soja não proporcionou diminuição do rendimento forrageiro da gramínea, quando comparado ao monocultivo.Termos para indexação: Massa verde, matéria seca, proteína bruta, Sorghum bicolor, Glycine max. ABSTRACTThe aim of this work was to evaluate the different cutting systems, spacing, and sowing densities on the intercropping of sorghum (Sorghum bicolor L. Moench) with soybean (Glycine max (L.) Merrill) in the inter-row, in order to maximize the forage production of the sorghum culture. Two trials were carried out on the agricultural years of 2002/03 and 2003/04 at the experimental area of UFLA (Federal University of Lavras) Campus, in Lavras, MG, on soil classified as dystroferric Red Latosol (Oxisol), cerrado phase. Three cutting systems were used, three spacings, two sowing densities of the sorghum crop and one additional treatment (monoculture of sorghum). The experiment was arranged in randomized blocks of 3x3x2+1 factorial scheme with three replications. The different cutting systems and spacings significantly modified the yields of green mass, dry matter, and crude protein, with emphasis on the second cutting system and the 80 cm inter-row sowing spacing, which reached better performances. The tested densities did not significantly modify the forage yield. The intercropping sorghum-soybean system did not provide a decrease in the graminae forage yield when compared to the monoculture. Index terms:Green mass, dry matter, crude protein, Sorghum bicolor, Glycine max. (Recebido em 5 de setembro de 2006 e aprovado em 6 de novembro de 2007) INTRODUÇÃOA crescente procura por milho para a alimentação humana e animal tem levado produtores rurais a procurarem formas alternativas para a alimentação de ruminantes. Uma 1 Parte da tese apresentada à Universidade Federal de Lavras/UFLA pelo primeiro autor, para obtenção do grau de Doutor em Agronomia, área de concentraçã...
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