21 resultados para oilseed crops
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Monitoring agricultural crops constitutes a vital task for the general understanding of land use spatio-temporal dynamics. This paper presents an approach for the enhancement of current crop monitoring capabilities on a regional scale, in order to allow for the analysis of environmental and socio-economic drivers and impacts of agricultural land use. This work discusses the advantages and current limitations of using 250m VI data from the Moderate Resolution Imaging Spectroradiometer (MODIS) for this purpose, with emphasis in the difficulty of correctly analyzing pixels whose temporal responses are disturbed due to certain sources of interference such as mixed or heterogeneous land cover. It is shown that the influence of noisy or disturbed pixels can be minimized, and a much more consistent and useful result can be attained, if individual agricultural fields are identified and each field's pixels are analyzed in a collective manner. As such, a method is proposed that makes use of image segmentation techniques based on MODIS temporal information in order to identify portions of the study area that agree with actual agricultural field borders. The pixels of each portion or segment are then analyzed individually in order to estimate the reliability of the temporal signal observed and the consequent relevance of any estimation of land use from that data. The proposed method was applied in the state of Mato Grosso, in mid-western Brazil, where extensive ground truth data was available. Experiments were carried out using several supervised classification algorithms as well as different subsets of land cover classes, in order to test the methodology in a comprehensive way. Results show that the proposed method is capable of consistently improving classification results not only in terms of overall accuracy but also qualitatively by allowing a better understanding of the land use patterns detected. It thus provides a practical and straightforward procedure for enhancing crop-mapping capabilities using temporal series of moderate resolution remote sensing data.
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2016
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2016
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RESUMO: O girassol é uma importante cultura na região de Parecis, no Cerrado brasileiro. Em 2014, a região respondeu pela produção de 232.700 t de grãos, 45% da produção nacional. A produção de girassol provém principalmente de um sistema que tem a soja como cultura principal. A associação entre soja e girassol pode reduzir impactos ambientais devido ao uso compartilhado de recursos. Este estudo desenvolveu uma Avaliação de Ciclo de Vida (ACV) ?do berço ao túmulo? do sistema de produção soja-girassol usado na região de Parecis e comparou seu perfil ambiental ao das monoculturas de soja e girassol. Impactos relacionados ao uso do solo (emissões da mudança de uso da terra e calagem) por cada cultura foram alocados em função do tempo de ocupação do solo. O sistema soja-girassol teve impactos ambientais menores em todas as categorias de impacto quando comparado à monocultura de soja e girassol, com o mesmo rendimento. Reduções importantes foram observadas em ?Mudança do Clima?, ?Acidificação Terrestre? e ?Formação de Material Particulado?. ABSTRACT: Sunflower is an important crop in Parecis region of the Brazilian Cerrado. In 2014 the region accounted for the production of 232,700 tons of sunflower grain, 45% of national production. Sunflower production comes mostly from a system that has soybean as the main crop. The association of soybean and sunflower can reduce environmental impacts due to shared use of resources. This study performed a ?cradle to gate? Life Cycle Assessment (LCA) of the soybean-sunflower production system used in Parecis region and compared its environmental profile to that of the monoculture of these two crops. Impacts related to the use of soil (land use change emissions and liming) by each crop were evaluated according to time of soil occupation criterion. Soybean-sunflower system had lower environmental impacts on every impact category comparing to soybean and sunflower monoculture with the same yield. Important reduction were observed on ?Climate change?, ?Terrestrial acidification? and ?Particulate matter formation? categories.
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The GxE interaction only became widely discussed from evolutionary studies and evaluations of the causes of behavioral changes of species cultivated in environments. In the last 60 years, several methodologies for the study of adaptability and stability of genotypes in multiple environments trials were developed in order to assist the breeder's choice regarding which genotypes are more stable and which are the most suitable for the crops in the most diverse environments. The methods that use linear regression analysis were the first to be used in a general way by breeders, followed by multivariate analysis methods and mixed models. The need to identify the genetic and environmental causes that are behind the GxE interaction led to the development of new models that include the use of covariates and which can also include both multivariate methods and mixed modeling. However, further studies are needed to identify the causes of GxE interaction as well as for the more accurate measurement of its effects on phenotypic expression of varieties in competition trials carried out in genetic breeding programs.
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Resumo: Objetivou-se avaliar gramíneas com reconhecida tolerância a períodos de estresse hídrico em consórcio com a cultura do milheto e doses de nitrogênio. O ensaio foi realizado em Sobral-CE, em delineamento em blocos casualizados com os tratamentos sendo o consórcio da cultura do milheto com o capim-buffel ou capim-massai, com 3 doses de adubação em cobertura para o milheto, sendo: 0, 50 e 100 kg ha-1 de nitrogênio, e o tratamento testemunha sendo o plantio do milheto solteiro sem adubação de cobertura; com 3 blocos. Avaliaram-se os dados biométricos e produtividade de massa seca. O consórcio de culturas anuais com gramíneas forrageiras é alternativa interessante para produção de volumoso em região semiárida. O consórcio de milheto e capim-massai mostrou-se superior para dados biométricos e produtividade. O emprego de 100 kg ha-1 de N em cobertura na cultura do milheto propiciou maior produtividade de massa seca. [Millet production with forage consortium in semiarid region of State of Ceará]. Abstract: This study aimed to evaluate grasses with recognized tolerance to periods of water stress in partnership with millet cultivation and doses of nitrogen. The test was conducted in Sobral-CE, at a randomized block with treatments and millet culture consortium with buffel grass or massai grass with 3 fertilizer levels at coverage for millet, as follows: 50 and 100 kg ha-1 of nitrogen, and the control treatment being the planting millet single without cover fertilization; with 3 blocks. Evaluated were the biometric data and dry matter productivity. The consortium of annual crops with grasses is interesting alternative to massive production for semi-arid region. The consortium millet and massai grass was superior to biometric data and productivity. The use of 100 kg ha-1 of N topdressing in the millet culture provided greater dry mass productivity.