RESUMO
Cereal grains play an important role in human health as a source of macro- and micronutrients, besides phytochemicals. The metabolite diversity was investigated in cereal crops and their milling fractions by untargeted metabolomics ultra-high-performance liquid chromatography-tandem mass spectrometry (UHPLC-MS/MS) of 69 samples: 7 species (barley, oat, pearl millet, rye, sorghum, triticale, and wheat), 23 genotypes, and 4 milling fractions (husk, bran, flour, and wholegrain). Samples were also analyzed by in vitro antioxidant activity. UHPLC-MS/MS signals were processed using XCMS, and metabolite annotation was based on SIRIUS and GNPS libraries. Bran and husk showed the highest antioxidant capacity and phenolic content/diversity. The major metabolite classes were phenolic acids, flavonoids, fatty acyls, and organic acids. Sorghum, millet, barley, and oats showed distinct metabolite profiles, especially related to the bran fraction. Molecular networking and chemometrics provided a comprehensive insight into the metabolic profiling of cereal crops, unveiling the potential of coproducts and super cereals such as sorghum and millet as sources of polyphenols.
Assuntos
Antioxidantes , Grão Comestível , Espectrometria de Massas em Tandem , Antioxidantes/metabolismo , Antioxidantes/química , Antioxidantes/análise , Grão Comestível/química , Grão Comestível/metabolismo , Cromatografia Líquida de Alta Pressão , Sorghum/química , Sorghum/metabolismo , Avena/química , Avena/metabolismo , Avena/genética , Triticum/química , Triticum/metabolismo , Triticum/genética , Flavonoides/metabolismo , Flavonoides/análise , Flavonoides/química , Extratos Vegetais/química , Extratos Vegetais/metabolismo , Milhetes/química , Milhetes/metabolismo , Milhetes/genética , Hordeum/química , Hordeum/metabolismo , Hordeum/genética , Sementes/química , Sementes/metabolismo , Metabolômica , Produtos Agrícolas/química , Produtos Agrícolas/metabolismo , Produtos Agrícolas/genéticaRESUMO
The research was conducted to test the hypothesis that the inclusion of coffee husk (Coffea sp.) would improve the fermentative characteristics and quality of pearl millet silage (Pennisetumglaucum). Thus, the objective was to assess the effect of the inclusion of different levels of coffee husk in pearl millet silage on the chemical composition, fermentative characteristics and degradability in situ of silage. The experimental design used was completely randomized and the treatments consisted of the silage of the whole pearl millet plant with the inclusion of increasing levels of coffee husk: 0%, 7%, 14% and 21%, based on natural matter. After 60 days of fermentation, the silages were evaluated for chemical characteristics, fermentative, degradability in situ dry matter (DM) and neutral detergent fiber (NDF). The inclusion of coffee husk did not alter (P > 0.05) the contents of crude protein (11.94%), NDF (44.89%) and total digestible nutrients (65.09%). There were increases in the concentrations of DM and fiber in acid detergent, accompanied by a reduction in the concentrations of mineral matter and ether extract, as the proportion of coffee husks in silages increased. There was an increase in the lignin content up to the level of 7.59% inclusion of the coffee husk. There was no effect of the inclusion of the coffee husk on the pH of the silage (3.60). However, the inclusion of coffee husk resulted in a reduction in temperature, gas losses, and degradability in situ of silage DM and NDF. It is recommended to include coffee husk up to the level of 14.0% of the natural matter to improve the fermentation pattern and the quality of the pearl millet silage.
A pesquisa foi conduzida para testar a hipótese de que a inclusão de casca de café (Coffea sp.) melhoraria as características fermentativas e a qualidade da silagem de milheto (Pennisetum glaucum). Assim, objetivou-se avaliar o efeito da inclusão de diferentes níveis da casca de café na ensilagem de milheto sobre a composição química, características fermentativas e degradabilidade in situ da silagem. O delineamento experimental utilizado foi inteiramente casualizado e os tratamentos constituíram-se pela silagem da planta inteira de milheto com a inclusão de níveis crescentes de casca de café: 0%, 7%, 14% e 21%, com base na matéria natural. Após 60 dias de fermentação, as silagens foram avaliadas quanto às características químicas, fermentativas, degradabilidade in situ da matéria seca (MS) e da fibra em detergente neutro (FDN). A inclusão da casca de café não alterou (P > 0,05) os teores de proteína bruta (11,94%), FDN (44,89%) e nutrientes digestíveis totais (65,09%). Houve aumentos nas concentrações de MS e fibra em detergente ácido, acompanhados de uma redução nas concentrações de matéria mineral e extrato etéreo, à medida que se aumentou a participação da casca de café nas silagens. Houve um aumento no teor de lignina até o nível de 7,59% de inclusão da casca de café. Não houve efeito da inclusão da casca de café sobre o pH da silagem (3,60). Entretanto, a inclusão de casca de café acarretou na redução da temperatura, perdas por gases, degradabilidade in situ da MS e FDN da silagem. Recomenda-se a inclusão de casca de café até o nível de 14,0% da matéria natural para melhoria do padrão de fermentação e da qualidade da silagem de milheto.
Assuntos
Silagem , Pennisetum , Coffea , Fermentação , Milhetes , Valor NutritivoRESUMO
Millet is a promising cereal with high amounts of dietary fibre and protein, and in addition, bioactive compounds with health-promoting functional properties. This study aimed to evaluate the effect of germinated and cooked whole millet flour (Pennisetum glaucum (L.) R. Br.) on protein quality, biochemical profile and intestinal health in vivo. Thirty-two male Wistar rats (21 days old) were separated into four groups, which received a casein control diet (CC; n = 8), a free protein diet (aproteic; n = 8) and two treatment diets: non-germinated millet (NM; n = 8) and germinated millet (GM; n = 8) for 29 days. The whole millet flours presented an adequate essential amino acid profile, except for lysine. The GM group presented a higher protein efficiency ratio and net protein ratio compared to the NM group. Weight gain, Lee index, and food efficiency ratio were lower in the treatment groups, compared to the control group. The GM group had lower plasma glucose, uric acid, cholesterol, and faecal pH compared to the other groups. The treatment groups presented lower triglyceride levels, higher levels of acetic and propionic acids, a larger thickness and depth of the colonic crypts, and a higher expression of PepT1 genes than the CC group. In conclusion, the millet flours demonstrated potential for controlling the lipid profile and biometric measurements. Additionally, the whole germinated millet flour provided better protein quality and improved intestinal morphology and functionality. These results indicate that the consumption of millet could be increased in human food, and considering its potential health benefits, it could be an alternative for dietary diversification, and germination is a good processing option.
Assuntos
Farinha , Pennisetum , Masculino , Humanos , Ratos , Animais , Farinha/análise , Pennisetum/química , Milhetes , Ratos Wistar , Culinária , ProteínasRESUMO
Millet is largely explored for a diversity of applications. The use of millet high-quality seeds is essential to increase grain yield. Accordingly, the purposeof this studywas to evaluate the yield variability of milletplants from higher and lower-quality seeds in the expression of dry matter yield parameters. The studywas conducted in the experimental and didactic area of IFRS -campusIbirubá, Rio Grande do Sul, Brazil, with a completely randomized design. The treatments were plants from seeds of higher (HQS) and lower (LQS) quality and two season crops (2015/16 and 2017/18) in eight replications. Theemergence speed was appliedto identify plants from seeds of different qualities. The phyllochron, leaf number, height, stem diameter, number of nodes, and dry mass yield were the agronomic components evaluatedfor this study. Meteorological information was used to calculate phyllochron, water deficit, and average temperature. The collected data were submitted for analysis of variance and the Tukey test at a 5% probability of error. The HQS expressed lower phyllochron and most significant agronomic components. Furthermore, the 2015/16 crop had the lowest water deficit and obtained the best results.(AU)
O milheto é amplamente explorado para uma diversidade de aplicações. O uso de sementes de milheto de alta qualidade é essencial para aumentar a produtividade de grãos. Nesse sentido, o propósito deste estudo foi avaliar a variabilidade da produtividade de plantas de milheto provenientes de sementes de melhor e de menor qualidade na expressão dos parâmetros de produção de matéria seca. O estudo foi realizado na área experimental e didática do IFRS - campus Ibirubá, Rio Grande do Sul, Brasil, com delineamento inteiramente casualizado. Os tratamentos foram plantas provenientes de sementes de qualidade superior (SAS) e inferior (SQI) e duas safras (2015/16 e 2017/18) em oito repetições. A velocidade de emergência foi aplicada para identificar plantas a partir de sementes de diferentes qualidades. O filocrono, número de folhas, altura, diâmetro do caule, número de nós e rendimento de massa seca foram os componentes agronômicos avaliados para este estudo. As informações meteorológicas foram utilizadas para calcular o filocrono, o déficit hídrico e a temperatura média. Os dados coletados foram submetidos à análise de variância e ao teste de Tukey a 5% de probabilidade de erro. O SQS expressou menor filocrono e componentes agronômicos mais significativos. Ainda, a safra 2015/16 apresentou o menor déficit hídrico e obteve os melhores resultados.(AU)
Assuntos
Desenvolvimento Vegetal/fisiologia , Milhetes/fisiologia , Produção Agrícola , Sementes/fisiologia , BrasilRESUMO
Variation in rainfall affects crops; therefore, agricultural practices become essential for forage production in semi-arid regions. This study aimed to evaluate the influence of different agricultural practices on phyllochron, structural characteristics of forage cactus and millet, and their relations with crop yield using the principal component analysis (PCA). The design was in randomized blocks, with six treatments: sole cropped cactus without straw mulching, sole cropped cactus with straw mulching, sole cropped millet without straw mulching, sole cropped millet with straw mulching, and cactus intercropping with millet, with and without straw mulching, each with four replicates. There were three cactus cycles and nine millet cycles (three cycles of cultivars BRS1501 and six of IPA Bulk-1-BF). Biometric parameters were evaluated monthly, while yield was determined after the crop harvest. Phyllochron was determined with the regression analysis. The PCA was applied to structural characteristics and yield. The systems adopted did not influence the structural characteristics of cactus and millet ( p > 0.05), except for cladode thickness, which increased with straw mulching. Phyllochron of the millet reduced when the crop was intercropped. The structural characteristics of cladode length, width, and thickness influenced crop yield, mainly in systems with straw mulching. Straw mulching and intercropping alter phyllochron of cactus and millet. The adoption of straw mulching has a more significant relationship with cactus yield, whereas biometric variables influence crop yield for millet, not the cropping system.(AU)
Assuntos
Milhetes/química , Caryophyllales/química , 24444 , Análise de Regressão , Biometria/métodos , Zona SemiáridaRESUMO
This study aimed to evaluate the fermentation profile and nutritional value of millet grain silages rehydrated with whey and/or molasses. The experiment was conducted in a completely randomized design with four treatments and six replications, with a control treatment (water rehydration), whey rehydration, water rehydration plus molasses (2.5%), and whey plus molasses (2.5%). Lower values of dry matter content (DM = 66.37; 1.55%) were found for the control silage, but within the recommended range. The contents of crude protein, neutral detergent fiber, acid detergent fiber, lignin and hemicellulose were not influenced by the use of additives. There was no difference (p>0.05) for aerobic stability and ammonia-N (6.04%) between treatments. For pH, lower values were observed for silages with molasses. There was a higher concentration (p <0.05) of lactic acid in silages with whey, and a higher concentration of butyric acid in silages added exclusively with molasses. The use of whey improved dry matter recovery compared to control silages.
Objetivou-se avaliar o perfil fermentativo e o valor nutricional de silagens de grãos de milheto reidratados com soro de leite e/ou melaço. O experimento foi conduzido em delineamento inteiramente casualizado com quatro tratamentos e seis repetições, sendo tratamento controle (reidratação com água), reidratação com soro de leite, reidratação com água mais melaço (2.5%), e soro de leite mais melaço (2.5%). Observou-se menor teor de matéria seca (MS = 66.37; 1.55%) na silagem controle em relação aos demais tratamentos, contudo este se encontra dentro do limite desejável. Os teores de proteína bruta, fibra em detergente neutro, fibra em detergente ácido, lignina e hemicelulose não foram influenciados pelo uso dos aditivos. Não houve diferença (p >0.05) para estabilidade aeróbica e N-amoniacal (6.04% NT) entre os tratamentos. Para valores de pH observou-se menores valores para as silagens com melaço em relação as demais. Houve maior concentração (p <0.05) de ácido lático nas silagens com soro de leite e maior concentração de ácido butírico nas silagens aditivadas exclusivamente com melaço. A utilização do soro de leite melhorou a recuperação da matéria seca em relação às silagens controle. Observou-se maior degradabilidade da matéria seca com 8% de taxa de passagem nas silagens aditivadas com melaço e/ou soro em relação ao controle.
Assuntos
Silagem , Melaço , Milhetes , Soro do Leite , Valor NutritivoRESUMO
Germinated millet (Pennisetum glaucum (L.) R. Br.) is a source of phenolic compounds that has potential prebiotic action. This study aims at evaluating the action of germinated pearl millet on gut function and its microbiota composition in Wistar rats fed with a high-fat high-fructose (HFHF) diet. In the first stage, lasting eight weeks, the experiment consisted of two groups: AIN-93M (n = 10) and HFHF group (n = 20). In the second stage, which lasted ten weeks, the animals of the AIN-93M group (n = 10) were kept, while the HFHF group was dismembered into HFHF (HFHF diet, n = 10) and HFHF + millet (HFHF added 28.6% of germinated millet flour, n = 10) groups. After the 18th week, the urine of the animals was collected for the analysis of lactulose and mannitol intestinal permeability by urinary excretion. The histomorphometry was analyzed on the proximal colon and the fecal pH, concentration of short-chain fatty acids (SCFA), and sequencing of microbiota were performed in cecum content. The Mothur v.1.44.3 software was used for data analysis of sequencing. Alpha diversity was estimated by Chao1, Shannon, and Simpson indexes. Beta diversity was assessed by PCoA (Principal Coordinate Analysis). The functional predictive analysis was performed with PICRUSt2 software (version 2.1.2-b). Functional traits attributed to normalized OTU abundance were determined by the Kyoto Encyclopedia of Genes and Genomes (KEGG). In the results, germinated millet flour reduced Oscillibacter genus and Desulfobacterota phylum, while increasing the Eggerthellaceae family. Furthermore, germinated millet flour: increased beta diversity, cecum weight, and cecum/body weight ratio; improved gut histological parameters by increasing the depth and thickness of the crypt and the goblet cell count (p < 0.05); reduced (p < 0.05) the fecal pH and mannitol urinary excretion; increased (p < 0.05) the propionate short-chain fatty acid concentration. Thus, germinated millet has the potential to improve the composition of gut microbiota and the intestinal function of rats fed with an HFHF diet.
Assuntos
Microbioma Gastrointestinal , Pennisetum , Ratos , Animais , Farinha/análise , Milhetes , Frutose , Ratos Wistar , Dieta Hiperlipídica , Ácidos Graxos Voláteis , Grão Comestível/química , Manitol/análiseRESUMO
The objective of the present study was to evaluate the use of microbial inoculant on the chemical composition, in vitro gas production, pH, dry matter losses, aerobic stability and microbial population on silages of corn, sorghum and pearl millet in plastic bags silos (without vacuum). The experiment was carried out in a randomized block design, in a 2 × 3 factorial scheme, with and without (control) inoculant consisting of Lactobacillus plantarum and Propionibacterium acidipropionici and on three crops, corn, sorghum and pearl millet, with four replicates. The use of the inoculant did not affect the chemical composition of the silages, except the crude protein (P = 0.0062) and lignin (P = 0.0567) contents. Gas production was neither affected (P > 0.05) by the inoculant nor by the crop. Regarding aerobic stability, we observed that the inoculant affected the temperature of the sorghum silage (P = 0.0123). The inoculant decreased the N-NH3 (P =0.0095) content and increased (P = 0.0441) the lactic acid bacteria population in the silages. Thus, the microbial inoculant did not improve the fermentation profile or nutritional value of corn, pearl millet and sorghum silages in plastic bag silos (without vacuum).(AU)
O objetivo do presente estudo foi avaliar o uso de inoculante bacteriano na composição química, produção de gás in vitro, pH, perdas de matéria seca, estabilidade aeróbia e população microbiana de silagens de milho, sorgo e milheto em silos de sacos plásticos (sem vácuo). O experimento foi conduzido em delineamento de blocos casualizados, em esquema fatorial 2 × 3, [Controle] sem inoculante e Lactobacillus plantarum e Propionibacterium acidipropionici e três culturas, milho, sorgo e milheto, com quatro repetições. O uso do inoculante não afetou a composição química das silagens, exceto proteína bruta (P = 0,0062) e lignina (P = 0,0567). A produção de gás não foi afetada (P > 0,05) pelo inoculante e nem entre as culturas. Na estabilidade aeróbia, observou-se que o inoculante afetou a temperatura da silagem de sorgo (P = 0,0123). O inoculante diminuiu o conteúdo de N-NH3 (P = 0,0095). O inoculante aumentou (P = 0,0441) a população de bactérias ácido-láticas nas silagens. Assim, o inoculante microbiano não melhorou o perfil fermentativo e o valor nutricional das silagens de milho, sorgo e milheto em silos de sacos plásticos (sem vácuo).(AU)
Assuntos
Propionibacterium , Silagem , Zea mays , Pennisetum , Sorghum , Fermentação , Inoculantes Agrícolas , Milhetes , Valor Nutritivo , Técnicas In VitroRESUMO
The objective of this work was to develop cookies using sorghum, germinated millet and chia flours. Four formulations (F) were used: F-sorghum (100% sorghum flour); F-Sorghum + chia (50% sorghum flour and 50% chia flour), F-millet (100% millet flour) and F-millet + chia (50% millet flour and 50% chia flour). The germinated millet flour was submitted to microbiological analysis. All cookies were evaluated in relation to chemical and sensory analyses, according to AOAC and hedonic nine-point scale, respectively. The statistical analysis was performed by the variance analysis and Tukey test at 5% probability. The F-millet formulation showed the least humidity content (4.59 ± 0.25g/100g), while chia containing cookies showed lesser concentrations of carbohydrates (F-sorghum + chia: 44.35 ± 4.34g/100g and F-millet + chia: 41.03 ± 1.40g/100g) and higher ash content (F-sorghum + chia: 3.80 ± 0.02g/100g and F-millet + chia: 3.42 ± 0.24g/100g) and of protein (F-sorghum + chia: 15.38 ± 0.44 g/100g and F-millet + chia: 18.06 ± 0.53 g/100g). The caloric value and the lipids content did not differ among formulations. The sensory analysis had 57 evaluators. The cookies produced with chia and germinated millet had higher rates for flavor, texture and general impression. In general, all tested biscuits had good sensory acceptance and nutritional quality being an alternative to increase the consumption of bioactive compounds and antioxidants(AU)
El objetivo fue desarrollar galletas utilizando harina de sorgo, mijo germinado y chía. Se utilizaron cuatro formulaciones (F): F-sorgo (100% harina de sorgo); Sorgo F + chía (50% harina de sorgo y 50% harina de chía), mijo F (100% harina de mijo) y mijo F + chía (50% harina de mijo y 50% harina de chía). La harina de mijo germinada se sometió a análisis microbiológico. Las galletas fueron sometidas a análisis químico y sensorial, según la AOAC y una escala hedónica de nueve puntos, respectivamente. El análisis estadístico se realizó mediante análisis de varianza y prueba de Tukey al 5% de probabilidad. La formulación F-mijo tuvo menor contenido de humedad (4,59 ± 0,25 g/100g), mientras que las galletas que contenían chía tuvieron concentraciones más bajas de carbohidratos (F-sorgo + chía: 44,35 ± 4,34 g/100g y F-mijo + chía: 41,03 ± 1,40 g / 100g), mayor contenido de cenizas (F-sorgo + chía: 3,80 ± 0,02 g/100g y F-mijo + chía: 3,42 ± 0,24 g/100g) y proteínas (F-sorgo + chía: 15,38 ± 0,44 g/100g y F mijo + chía: 18,06 ± 0,53 g/100g). El valor calórico y el contenido de lípidos no difirieron entre las formulaciones. El análisis sensorial contó con 57 evaluadores. Las galletas producidas con chía y mijo germinado tenían notas más altas de sabor, textura e impresión general. Las galletas testadas tuvieron buena aceptación sensorial y calidad nutricional, siendo una alternativa para incrementar el consumo de compuestos bioactivos y antioxidantes(AU)
Assuntos
Técnicas Microbiológicas , Sorghum , Biscoitos , Farinha , Milhetes , Valor Nutritivo , Sementes , Lipídeos , AntioxidantesRESUMO
The moth pest fall armyworm, Spodoptera frugiperda (J.E. Smith) (Lepidoptera: Noctuidae) is now present throughout much of the Eastern Hemisphere where it poses a significant economic threat to a number of crops. Native to the Western Hemisphere, fall armyworm is one of the primary pests of corn in the Americas and periodically causes significant economic damage to sorghum, millet, cotton, rice, and forage grasses. This broad host range is in part the result of two populations historically designated as host strains (C-strain and R-strain) that differ in their host plant preferences. Reports of infestations in Africa have to date mostly been limited to the C-strain preferred crops of corn and sorghum, with little evidence of an R-strain presence. However, this could reflect a bias in monitoring intensity, with the R-strain perhaps being more prevalent in other crop systems that have not been as routinely examined for the pest. Because knowledge of whether and to what extent both strains are present is critical to assessments of crops at immediate risk, we analyzed specimens obtained from a systematic survey of pasture grass and rice fields, habitats typically preferred by the R-strain, done contemporaneously with collections from corn fields in Ghana and Togo. Substantial larval infestations were only observed in corn, while pheromone trap capture numbers were high only in corn and rice habitats. Little to no fall armyworm were found in the pasture setting. Comparisons with a meta-analysis of studies from South America identified differences in the pattern of strain-specific markers typically found in fall armyworm collected from rice habitats between the two hemispheres. Genetic tests of specimens from rice and corn area traps failed to show evidence of differential mating between strains. These results are consistent with the R-strain being rare or even absent in Africa and, at least for the Ghana-Togo area, this R-strain lack does not appear to be due to limitations in pest monitoring. The implications of these results to the crops at risk in Africa and the accuracy of existing molecular markers of strain identity are discussed.
Assuntos
Camundongos/parasitologia , Milhetes , Oryza , Spodoptera , Animais , Produção Agrícola , Demografia , Feminino , Genes de Insetos/genética , Gana , Masculino , Reação em Cadeia da Polimerase , Análise de Sequência de DNA , América do Sul , Spodoptera/genética , TogoRESUMO
Semi-arid regions are characterized by high evapotranspiration and low rainfall, favoring the accumulation of salts when irrigated with brackish water. The aim of this study was to evaluate the effect of pearl millet cultivation with brackish water levels and fertilized with organic fertilizer on the chemical and physical properties of the soil. A split plot randomized block design was adopted, in a factorial arrangement, with three repetitions. Plots consisted of four irrigation levels (25, 50, 75 and 100% crop evapotranspiration) and subplots consisted of four levels of organic fertilizer (0; 15; 30 and 45 Mg ha-1). At the end of the pearl millet production cycle, soil was collected from layers 0-0.20 m and 0.20-0.40 m, for physical (soil bulk density, particle density and porosity) and chemical (EC, pH, K, Na, Ca, Mg, H + Al, SB, CEC, V) properties. There was no effect of interaction of brackish water levels and organic fertilizer levels on soil chemical properties. Brackish water reduced potassium on layer 0.20-0.40 m. A negative linear effect was found for density in the 0.20-0.40 m layer under different levels of organic fertilizer. Brackish water levels and organic fertilizer levels in the cultivation of pearl millet does not alter soil chemical and physical properties at the 0-0.20 m layer. However, the use of brackish water reduces the concentration of potassium in the soil and the application of organic fertilizer reduces soil density at the 0.20-0.40 m layer.
Regiões semiáridas são caracterizadas pela elevada evapotranspiração e baixa precipitação pluvial, favorecendo o acúmulo de sais quando irrigado com água salobra. Objetivouse avaliar o efeito do cultivo de milheto com níveis de água salobra e fertilização orgânica nas propriedades químicas e físicas do solo. Adotou-se o delineamento de blocos ao acaso, com arranjo fatorial, em parcelas subdivididas, com três repetições. As parcelas foram constituídas por quatro lâminas de irrigação (25, 50, 75 e 100% da evapotranspiração da cultura) e as subparcelas foram compostas por quatro níveis de fertilização orgânica (0; 15; 30 e 45 Mg ha-1). No final do ciclo de produção do milheto, o solo foi coletado nas camadas de 0-0.20 e 0.20-0.40 m, para aspectos físicos (densidade do solo, densidade de partículas e porosidade) e químicos (CE, pH, K, Na, Ca, Mg, H + Al, SB, CTC, V). Não houve interação entre a água salobra e a fertilização orgânica nas propriedades químicas do solo. A água salobra reduziu o potássio na camada de 0,20-0,.40 m. Observou-se efeito linear negativo para densidade na camada 0,20 - 0,40 m sob níveis de fertilização orgânica. Níveis de água salobra e fertilizante orgânico no cultivo do milheto não altera as propriedades químicas e físicas do solo na camada de 0-0,20 m. Porém, o uso de água salobra reduz a concentração de potássio no solo e a aplicação de fertilização orgânica reduz a densidade do solo na camada de 0.20-0,40 m.
Assuntos
Solo/química , Águas Salinas , Milhetes , Brasil , Zona Semiárida , FertilizantesRESUMO
The collapse of the Fundão dam in Mariana, MG, in 2015 resulted in the overflow of more than 50 million m3 of mud containing mine tailings, leaving a path of destruction and immeasurable social and environmental consequences. Tailings' chemical and physical assessments revealed the presence of some elements at levels higher than those allowed by Brazilian guidelines. The tailings also showed high density, which restricts vegetation recovery. Therefore, this study aimed to analyze the effects of mud containing mine tailings from the Fundão dam on the germination and initial growth and development of three plant species: millet, maize, and sorghum. These species were cultivated on substrates with five tailings proportions: 0 T (100% sand), 25 T (25% tailings + 75% sand); 50 T (50% tailings + 50% sand); 75 T (75% tailings + 25% sand); and 100 T (100% tailings). In experiment I, the germination and initial growth of seedlings (plants with 1 or none fully expanded leaf) in these substrates were evaluated. In experiment II, growth parameters, photosynthetic efficiency (gas exchange and chlorophyll a fluorescence), metal accumulation, and plant root morphology of the same species were evaluated at the three fully expanded leaves vegetative stage (V3). Overall, the germination of seedlings and the initial growth of the three species analyzed were not affected by the presence of tailings. However, in plants at the V3 stage, morphophysiology variations differed among species, given that their growth, biomass accumulation, and root dynamics were altered. Proportions of tailings in the substrate did not influence the absorption of iron or manganese by the studied plants. At the V3 stage, maize was the most tolerant, with a more robust root system, and showed fewer morphological changes and greater water use efficiency than the other studied species.
Assuntos
Desastres , Poluentes do Solo/análise , Sorghum , Brasil , Clorofila A , Milhetes , Zea maysRESUMO
The relationship of crops grown in rotation or in succession has increased every day and the use of antagonistic plants and/or non-host plants is one of the most efficient practices of integrated management of nematodes. This study aimed to evaluate the efficiency of crotalaria (Crotalaria spectabilisRoth) and millet [Pennisetum glaucum (L.) Leeke] 'ADR 300' in reducing the population of Meloidogyne incognita and M. javanica and in increasing the productivity of okra [Abelmoschus esculentus (L.) Moench] when cultivated in succession. The experiment was conducted in an area cultivating okra (host culture) in rotation, with a history of severe infestation by phytonematodes. The experimental design involved randomized blocks with six treatments and four replicates, with the following treatments: T1, 15 kg.ha-1 of millet seeds; T2, 30 kg.ha-1 of crotalaria; T3, 10 kg.ha-1 of millet + 20 kg.ha-1 of crotalaria; T4, 20 kg.ha-1 of millet + 6 kg.ha-1 of crotalaria; T5, 6 kg.ha-1 of millet + 36 kg.ha-1 of crotalaria; and T6, control. The nematode populations in the soil and roots were evaluated about 60 d after planting okra, and the yield was evaluated at the end of the crop cycle. Simple treatment with millet or crotalaria reduced the nematode population by 61% and 72%, respectively. The millet-crotalaria intercropping treatments reduced the nematode population by up to 85% compared with the control. In terms of productivity, there was an increase of 787 kg.ha-1 in the millet treatment and 2,109 kg.ha-1 in the intercropping treatments. Both the single cultivation of crotalaria or millet and the consortia of crotalaria and millet were effective in controlling the root-knot nematodes, and increased the productivity of okra.
A relação de culturas cultivadas em rotação ou em sucessão tem aumentado a cada dia, e a utilização de plantas antagônicas e/ou plantas não hospedeiras é uma das práticas mais eficientes de manejo integrado de nematoides. O trabalho teve como objetivo avaliar a eficiência do cultivo de crotalária (Crotalaria spectabilis Roth) e milheto [Pennisetum glaucum (L.) Leeke] 'ADR 300' no incremento de produtividade e redução populacional de Meloidogyne incognita e M. javanica em quiabeiro [Abelmoschus esculentus (L.) Moench] cultivado em sucessão. O experimento foi conduzido em área de rotação com quiabeiro (cultura hospedeira), que tem histórico de grande infestação dos referidos fitonematoides. O delineamento experimental adotado foi o de blocos casualizados com seis tratamentos e quatro repetições, sendo T1 â 15 kg.ha-1 de sementes de milheto, T2 â 30 kg.ha-1 de crotalária, T3 â 10 kg.ha-1 de milheto + 20 kg.ha-1 de crotalária, T4 â 20 kg.ha-1 de milheto + 6 kg.ha-1 de crotalária, T5 â 6 kg.ha-1 de milheto + 36 kg.ha-1 de crotalária e T6 â Testemunha. Foram avaliadas as populações de nematoides no solo e nas raízes cerca de 60 dias após o plantio do quiabeiro e a produtividade ao final do cultivo. Os tratamentos milheto e crotalária solteiros reduziram a população de nematoides em 61 e 72%, respectivamente. Nos cultivos consorciados, obteve-se a redução de 85%, comparado com a testemunha. Quanto a produtividade, houve acréscimo de 787 kg.ha-1 no tratamento com milheto solteiro e de 2.109 kg.ha-1 nos tratamentos consorciados. Tanto o cultivo solteiro de crotalária e milheto, quanto seu uso em consórcio, efetivaram o controle dos nematoides de ganha e elevaram a produtividade do quiabeiro.
Assuntos
Crotalaria , Abelmoschus , Milhetes , Nematoides , Tumores de Planta , Tylenchoidea , Produtos Agrícolas , Fabaceae , Infecções por NematoidesRESUMO
The Fundão dam was designed to store iron mine tailings in the region of Mariana, MG, Brazil. When it ruptured, the tailings overflowed. These tailings affected the soil due to the formation of a thick crust as a result of drying (compaction) and hindered the natural revegetation process. In this context, the use of organic fertilizers, including vermicompost, is method of reducing the physical limitations on root growth caused by soil properties and changing soil-metal interactions. For this reason, vermicompost was added to iron mine tailings, and its morphological and physiological effects on maize, millet and sorghum plants were studied. The experiment was conducted in a greenhouse using 6 dm3 pots. The plants were subjected to three treatments: mine tailings, mine tailings + vermicompost, and a reference soil. From the V3 stage onwards, biweekly growth, leaf gas exchange and chlorophyll fluorescence evaluations were performed. At the end of the experiment, dry biomass and metal, macro- and micronutrient contents were quantified, and the root morphology was evaluated. The tailings created physical limitations on root growth and had low nutrient content as well as high concentrations of chromium, iron and manganese. The addition of vermicompost favored increases in shoot and root dry biomass, increases in root length, volume, surface area and diameter, and the absorption of macro- and micronutrients, which was reflected in the growth of the studied species. In addition, vermicompost led to greater investment in thick and very thick roots, and in general, the plants showed no symptoms of metal toxicity. Considering the characteristics of the studied tailings, it can be concluded that vermicompost favors the growth of plant species and may be a viable method for beginning the recovery process in areas containing iron mine tailings.
Assuntos
Poluentes do Solo , Sorghum , Brasil , Ferro , Milhetes , Solo , Zea maysRESUMO
Chlorophyll is a major factor affecting photosynthesis; and consequently, crop growth and yield. In this study, we devised a chlorophyll-content detection model for millet leaves in different stages of growth based on hyperspectral data. The hyperspectral images of millet leaves were obtained under a wavelength range of 380-1000 nm using a hyperspectral imager. Threshold segmentation was performed with near-infrared (NIR) reflectance and normalized difference vegetation index (NDVI) to intelligently acquire the regions of interest (ROI). Furthermore, raw spectral data were preprocessed using multivariate scatter correction (MSC). A correlation coefficient-successive projections algorithm (CC-SPA) was used to extract the characteristic wavelengths, and the characteristic parameters were extracted based on the spectral and image information. A partial least squares regression (PLSR) prediction model was established based on the single characteristic parameter and multi-characteristic parameter fusion. The determination coefficient (Rv 2) and the root-mean-square error (RMSEv) of the validation set for the multi-characteristic parameter fusion model were reported to be 0.813 and 1.766, respectively, which are higher than those obtained by the single characteristic parameter model. Based on the multi-characteristic parameter fusion, an attention-convolutional neural network (attention-CNN) (Rv 2 = 0.839, RMSEv = 1.451, RPD = 2.355) was established, which is more effective than the PLSR (Rv 2 = 0.813, RMSEv = 1.766, RPD = 2.167) and least squares support vector machine (LS-SVM) models (Rv 2 = 0.806, RMSEv = 1.576, RPD = 2.061). These results indicated that the combination of hyperspectral imaging and attention-CNN is beneficial to the application of nutrient element monitoring of crops.(AU)
A clorofila é um fator importante que afeta a fotossíntese e, consequentemente, o crescimento e o rendimento das culturas. Neste estudo, um modelo de detecção de conteúdo de clorofila é construído para folhas de milheto em diferentes estágios de crescimento, com base em dados hiperespectrais. As imagens hiperespectrais dos diferentes estágios de crescimento das folhas de milheto foram obtidas para 380-1000 nm, utilizando um gerador de imagens hiperespectrais. Uma segmentação de limiar foi realizada com refletância no infravermelho próximo (NIR) e índice de vegetação com diferença normalizada (NDVI) para adquirir de forma inteligente as regiões de interesse (ROI). Além disso, os dados espectrais brutos foram pré-processados usando o método de correção de dispersão multivariada (MSC). Um algoritmo de projeção de coeficiente de correlação sucessivo (CC-SPA) foi utilizado para extrair os comprimentos de onda característicos, e os parâmetros característicos foram extraídos com base nas informações espectrais e de imagem. O modelo de previsão de regressão parcial dos mínimos quadrados (PLSR) foi estabelecido com base nos parâmetros de característica única e na fusão de parâmetros de característica múltipla. O coeficiente de determinação (Rv2) e o erro quadrático médio da raiz (RMSEv) do conjunto de validação para o modelo de fusão de parâmetros com várias características foram obtidos como 0,813 e 1,766, sendo melhores do que os do modelo de parâmetro de característica única. Com base na fusão de parâmetros com várias características, foi estabelecida uma rede neural atenção-convolucional (atenção-CNN) (Rv2 = 0,839, RMSEv = 1,451, RPD = 2,355) mais eficaz que o PLSR (Rv2 = 0,813, RMSEv = 1,766, RPD = 2,167) e mínimos quadrados que suportam modelos de máquina de vetores (LS-SVM) (Rv2 = 0,806, RMSEv = 1,576, RPD = 2,061)....(AU)
Assuntos
Clorofila/análise , Milhetes/química , Folhas de Planta , Análise Espectral , Redes Neurais de ComputaçãoRESUMO
The use of cover crop in agricultural fields has been well elucidated, especially regarding nitrogen fixation from legume crops and their function as weed protection. Furthermore, to cover crops can benefit the soil microbial community. This study aimed to evaluate and compare the benefits of mulching and cover cropping systems on soil microbial growth and activity, and their effects on plant mineral nutrition in pomelo (Citrus maxima ) and macadamia ( Macadamia integrifolia ) orchards. The treatments included: 1) control [Glyphosate herbicide (Roundup at 4 l per ha)], 2) manual weed control, 3) mulching with dead leaves from their respective trees (macadamia and pomelo), 4) millet, 5) faba bean, 6) millet + faba bean. All the treatments were applied for 120 days before soil and plant leaves were sampled for analyses. Plant mineral nutrition, soil microbial biomass C (MBC) and soil microbial biomass N (MBN); basal respiration (BRA), arbuscular mycorrhizal fungi (AMF) colonization (COL); number of AMF spores (SPO) in soil; total organic carbon (TOC) and total nitrogen (TN) were evaluated. Plant nutrition was not altered by the treatments; however, the MBC, COL and SPO markedly increased in response to mulching and faba bean + millet treatments. Especially in macadamia soils, these treatments had a great response to soil microbiology. Significant negative correlations were also detected for the COL, SPO, BRA and TOC with the Nutrient Balance Index (NBI). These results indicate that in short-term the cover cropping system is useful to improve the soil microbial growth and AMF formation in soils of pomelo and macadam orchards.(AU)
Assuntos
Citrus paradisi , Macadamia , Agricultura Sustentável , Qualidade do Solo , Milhetes , Vicia fabaRESUMO
The use of cover crop in agricultural fields has been well elucidated, especially regarding nitrogen fixation from legume crops and their function as weed protection. Furthermore, to cover crops can benefit the soil microbial community. This study aimed to evaluate and compare the benefits of mulching and cover cropping systems on soil microbial growth and activity, and their effects on plant mineral nutrition in pomelo (Citrus maxima ) and macadamia ( Macadamia integrifolia ) orchards. The treatments included: 1) control [Glyphosate herbicide (Roundup at 4 l per ha)], 2) manual weed control, 3) mulching with dead leaves from their respective trees (macadamia and pomelo), 4) millet, 5) faba bean, 6) millet + faba bean. All the treatments were applied for 120 days before soil and plant leaves were sampled for analyses. Plant mineral nutrition, soil microbial biomass C (MBC) and soil microbial biomass N (MBN); basal respiration (BRA), arbuscular mycorrhizal fungi (AMF) colonization (COL); number of AMF spores (SPO) in soil; total organic carbon (TOC) and total nitrogen (TN) were evaluated. Plant nutrition was not altered by the treatments; however, the MBC, COL and SPO markedly increased in response to mulching and faba bean + millet treatments. Especially in macadamia soils, these treatments had a great response to soil microbiology. Significant negative correlations were also detected for the COL, SPO, BRA and TOC with the Nutrient Balance Index (NBI). These results indicate that in short-term the cover cropping system is useful to improve the soil microbial growth and AMF formation in soils of pomelo and macadam orchards.
Assuntos
Agricultura Sustentável , Citrus paradisi , Macadamia , Milhetes , Qualidade do Solo , Vicia fabaRESUMO
This study aimed to evaluate soil biomass and microbial activity and soybean yield under different limestone and gypsum doses and different cover crops. The experiment was carried out in the experimental area of the Fundação de Apoio a Pesquisa Agropecuária de Chapadão, on a Dystrophic Red Latosol, using cultivar Desafio. The experiment consisted of a randomized blocks design, in a split-plot factorial scheme (3x4x3), with three replications. Plots consisted of three gypsum doses: control (without gypsum), recommended dose (2.3 Mg ha-1), and double dose (4.6 Mg ha-1). Subplots consisted of four limestone doses (2, 4, and 6 Mg ha-1) and the control (without limestone). Each block had three different cover crops: Brachiaria, Millet, and allow. The values obtained with the test revealed that brachiaria had better basal respiration in the absence of gypsum. Conversely, millet had better basal respiration in with the gypsum dose. Basal respiration, using brachiaria as cover crop, was higher at the dose of 2700 kg ha-1 of limestone. However, for the fallow and the millet, basal respiration was higher when using the highest limestone dose of 6000 kg ha-1. The variable microbial biomass showed differences between cover crops only in the absence of gypsum. Brachiaria and fallow presented the highest mean for microbial biomass. The use of millet as a cover crop together with gypsum doses increased the microbial biomass. The variables mass of 100 grains and grain yield had higher mean at the limestone dose of 6000 kg ha-1 .
O objetivo do trabalho foi avaliar a biomassa e atividade microbiana do solo, e produtividade da soja sob efeito das diferentes doses de calcário e gesso e diferentes coberturas de solo. O experimento foi conduzido na área experimental da Fundação de Apoio a Pesquisa Agropecuária de Chapadão, sob Latossolo Vermelho Distrófico, com a cultivar Desafio. O delineamento experimental utilizado foi em blocos casualizados, em esquema fatorial (3x4x3) de parcelas subdividas, com 3 repetições. As parcelas foram constituídas por 3 quantidades de gesso agrícola, sendo: controle (sem gesso), recomendado (2,3 Mg ha-1) e o dobro (4,6 Mg ha-1), as subparcelas por 4 doses de calcário (2, 4 e 6 Mg ha-1), além do controle (sem calcário), onde cada bloco apresentou 3 coberturas diferentes: Braquiaria, Milheto e Pousio. Os resultados foram submetidos ao teste de Tukey 5%. Com os valores obtidos pudemos observar que a respiração basal foi melhor para braquiária na ausência de gesso, e na presença o milheto se saiu melhor. A respiração basal, utilizando a braquiária como cobertura, foi maior na dose de 2700 kg ha-1 de calcário. Já utilizando o pousio e o milheto foi na maior dose 6000 kg ha-1. A variável biomassa microbiana apresentou diferença entre as coberturas apenas na ausência de gesso, onde a braquiária e o pousio apresentaram as maiores médias para esta variável. A utilização do milheto como cobertura em conjunto com as doses de gesso acarretou aumento da biomassa microbiana. A massa de 100 grãos e a produtividade de grãos apresentaram maior média na dose de 6000 kg ha-1 de calcário.
Assuntos
Glycine max , Biomassa , Sulfato de Cálcio , MilhetesRESUMO
New technologies are constantly being launched, however studies that point to the effects of their joint application are lacking. The objective of this study was to evaluate the effect of the isolated and joint use of Azospirillum brasilense inoculation and the application of thiamine, on seed or leaf, on the development of millet in two cycles. A randomized complete block design was used in five replicates. The treatments were composed of the isolated or combined inoculation with Azospirillum brasilense and the application of thiamine, on seed (10 ml kg-1) or leaf spray (10 ppm). The relative levels of chlorophyll a, b and total, plant height, number of shoots, fresh and dry mass production and dry matter index of plants were evaluated. In the first cycle, treatments were only effective for the relative chlorophyll contents, and in general, the treatment with isolated inoculation of A. brasilense stood out, differing significantly from the treatment with thiamin applied on seed. In the second cycle, there was significant effect of the treatments on the variables of plant height and number of shoots, in which a maximum height of 165 cm and production of 140 shoots m-2with application of thiamin on seed and with the use of A. brasilense and thiamine applied on the leaf, respectively. Thus, it was concluded that inoculation with A. brasilense increases the relative chlorophyll content in millet during the first cycle. The joint use of inoculation with A. brasilense and the application of thiamine can be used as a strategy to increase the number of shoots. (AU)
Novas tecnologias estão constantemente sendo lançadas, no entanto faltam estudos que apontem para os efeitos da aplicação conjunta destas. O presente estudo teve como objetivo avaliar o efeito da utilização isolada e conjunta da inoculação com Azospirillum brasilensee aplicação de tiamina, via semente ou foliar, sobre o desenvolvimento do milheto, em dois ciclos. Foi utilizado o delineamento de blocos ao acaso, em cinco repetições. Os tratamentos foram compostos pela utilização isolada ou conjunta da inoculação com Azospirillum brasilense e aplicação de tiamina, via semente (10 ml kg-1) ou spray foliar (10 ppm). Foram avaliados os teores relativos de clorofila a, b e total, altura de planta, número de brotações, produção de massa fresca e seca e o índice de matéria seca das plantas. No primeiro ciclo houve resposta aos tratamentos apenas para os teores relativos de clorofila, sendo que, de modo geral, o tratamento com inoculação isolada de A. brasilense sobressaiu-se, diferindo significativamente do tratamento com aplicação de tiamina via semente. No segundo ciclo houve efeito dos tratamentos sobre as variáveis de altura de planta e número de brotações, nos quais se observou altura máxima de 165 cm e produção de 140 brotações por m2com aplicação de tiamina via semente e com a utilização conjunta do A. brasilense e da tiamina aplicada via spray foliar, respectivamente. Assim, concluiu-se que a inoculação com A. brasilense aumenta o teor relativo de clorofila no milheto durante o primeiro ciclo. O uso conjunto de inoculação com A. brasilense e a aplicação de tiamina podem ser utilizados como estratégia para aumento do número brotações.(AU)
Assuntos
Milhetes/embriologia , Milhetes/crescimento & desenvolvimento , Fixação de Nitrogênio , Pennisetum , Tiamina , Inoculantes AgrícolasRESUMO
New technologies are constantly being launched, however studies that point to the effects of their joint application are lacking. The objective of this study was to evaluate the effect of the isolated and joint use of Azospirillum brasilense inoculation and the application of thiamine, on seed or leaf, on the development of millet in two cycles. A randomized complete block design was used in five replicates. The treatments were composed of the isolated or combined inoculation with Azospirillum brasilense and the application of thiamine, on seed (10 ml kg-1) or leaf spray (10 ppm). The relative levels of chlorophyll a, b and total, plant height, number of shoots, fresh and dry mass production and dry matter index of plants were evaluated. In the first cycle, treatments were only effective for the relative chlorophyll contents, and in general, the treatment with isolated inoculation of A. brasilense stood out, differing significantly from the treatment with thiamin applied on seed. In the second cycle, there was significant effect of the treatments on the variables of plant height and number of shoots, in which a maximum height of 165 cm and production of 140 shoots m-2with application of thiamin on seed and with the use of A. brasilense and thiamine applied on the leaf, respectively. Thus, it was concluded that inoculation with A. brasilense increases the relative chlorophyll content in millet during the first cycle. The joint use of inoculation with A. brasilense and the application of thiamine can be used as a strategy to increase the number of shoots.
Novas tecnologias estão constantemente sendo lançadas, no entanto faltam estudos que apontem para os efeitos da aplicação conjunta destas. O presente estudo teve como objetivo avaliar o efeito da utilização isolada e conjunta da inoculação com Azospirillum brasilensee aplicação de tiamina, via semente ou foliar, sobre o desenvolvimento do milheto, em dois ciclos. Foi utilizado o delineamento de blocos ao acaso, em cinco repetições. Os tratamentos foram compostos pela utilização isolada ou conjunta da inoculação com Azospirillum brasilense e aplicação de tiamina, via semente (10 ml kg-1) ou spray foliar (10 ppm). Foram avaliados os teores relativos de clorofila a, b e total, altura de planta, número de brotações, produção de massa fresca e seca e o índice de matéria seca das plantas. No primeiro ciclo houve resposta aos tratamentos apenas para os teores relativos de clorofila, sendo que, de modo geral, o tratamento com inoculação isolada de A. brasilense sobressaiu-se, diferindo significativamente do tratamento com aplicação de tiamina via semente. No segundo ciclo houve efeito dos tratamentos sobre as variáveis de altura de planta e número de brotações, nos quais se observou altura máxima de 165 cm e produção de 140 brotações por m2com aplicação de tiamina via semente e com a utilização conjunta do A. brasilense e da tiamina aplicada via spray foliar, respectivamente. Assim, concluiu-se que a inoculação com A. brasilense aumenta o teor relativo de clorofila no milheto durante o primeiro ciclo. O uso conjunto de inoculação com A. brasilense e a aplicação de tiamina podem ser utilizados como estratégia para aumento do número brotações.