ABSTRACT An accurate and efficient statistical method for genetic evaluation is a key requirement for progress in any breeding program. Thus, the present study aimed to evaluate the performance of Frequentist and Bayesian inferences for repeated measures analysis in Jatropha curcas breeding. To this end, 730 individuals from 73 half-sib families were evaluated for grain yield trait, over six crop years. Frequentist and Bayesian analyses were made considering repeatability models with different residual variance structures. Variance components were estimated through restricted maximum likelihood (REML) and Markov Chain Monte Carlo (MCMC). Genetic values were predicted through best linear unbiased prediction (BLUP) and estimated through MCMC. Variance components and genetic and non-genetic parameters estimated by the Frequentist inference presented values similar to those estimated by the Bayesian inference. The selective accuracy presented high magnitude (0.84) by the Frequentist and Bayesian inferences, indicating high reliability. Confidence and highest posterior density (HPD) intervals were similar for the genetic parameters, however the HPD intervals range was slightly short. This study highlighted the importance of testing the residual variance structure and pointed out that the Frequentist and Bayesian inferences presented similar results when using non-informative prior. Then, both inferences can be efficiently applied in Jatropha curcas breeding.

Resumen La canola es una materia prima potencial para la producción de biodiesel debido a sus altos niveles de eficiencia energética. Sin embargo, Brasil aún no ha consolidado su producción pues se desarrolla en las regiones templadas. Este estudio tuvo la hipótesis de que es posible obtener altos rendimientos de canola en condiciones de Cerrado. Así, el objetivo de este estudio fue evaluar el comportamiento agronómico de los híbridos de canola en las condiciones tropicales de la Sierra brasileña - Cerrado - (15 ° 35’18 “S, 47 ° 43’57” W a 999 m) para seleccionar candidatos que contribuyan con la expansión del cultivo de canola en el país. Se evaluaron ocho híbridos comerciales de canola para siete carac terísticas agronómicas, en tres experimentos. Los datos obtenidos para cada variable se sometieron a análisis conjunto de varianza y se compararon las medias mediante la prueba de Tukey. El rendimiento de grano de los híbridos evaluados fue superior al promedio nacional, que incluye plantaciones solo en la región sur. Los híbridos que destacaron en productividad de grano fueron Hyola 61 y Hyola 76 seguidos por Diamond, que además de su alta productividad, tuvo un ciclo de cultivo más corto incluso en condiciones de secano. Por sus características, el híbrido Diamond puede considerarse la mejor opción para ser incluido en el sistema de rotación de cultivos. Estos resultados prometedores revelan la adaptabilidad y el potencial de cultivo de estos híbridos en el Cerrado Brasileño.

Abstract Given its high energetic efficiency, canola (Brassica napus L.) constitutes a potential biodiesel feedstock. However, since this crop is native to temperate regions, Brazil has not yet consolidated its production. Thus, the objective of this study was to evaluate agro nomic performance of canola hybrids grown in the tropical Brazilian Cerrado (15° 35’18” S, 47° 43’57” W at 999 m), aiming to select promising candidates for crop expansion. Our hypothesis states that obtaining high canola yields in Cerrado conditions is possible given a favorable agronomic adaptation of the species to this environment. Eight commercial canola hybrids were evaluated for seven agronomic traits in three experiments. Data were subjected to joint ANOVA and Tukey test. Grain yield of the evaluated hybrids resulted higher than the national average, including southern plantations. Hyola 61 and Hyola 76 hybrids outperformed regarding grain yield, followed by Diamond which, in addition to high productivity, exhibited a short crop cycle, even in rainfed conditions. Given these char acteristics, Diamond hybrid can be considered the best option for crop rotation system. These promising results reveal the adaptability and cultivation potential of these hybrids in the Brazilian Cerrado.

ABSTRACT Jatropha curcas L. is a perennial plant with great potential for biodiesel production. Thus, the aim of this study was to select J. curcas genotypes for bioenergy purpose considering multitrait, multiharvest and effective population size. To this end, a data set with 70 J. curcas families, obtained through controlled crosses, evaluated in a randomized block design, with six replications, three plants per plot, spaced at 4 × 2 m was used. The following traits were evaluated: plant height in the 2014 and 2015 crop seasons; canopy projection in the row (2015 crop season); canopy projection between rows (2015 crop season); and grain yield (2015, 2016, and 2017 harvests). The mixed model methodology was used to estimate the variance components and to predict the genetic values. Superior genotypes were selected through Multitrait index based on factor analysis and genotype-ideotype distance (FAI-BLUP index), considering the effective population size. According to this index, 98% of all additive genetic variability were summarized in three factors. By adopting the selection intensity that allows maintaining the effective population size equal to 30 (i.e., selection of 214 individuals), the predicted gains were 15.56, 21.75, 4.16, and 5.37% for the traits grain yield in the 2015 and 2016 harvests, canopy projection in the row, and canopy projection between rows in the 2015 crop season, respectively. Thus, the results suggest that the FAI-BLUP index can be successfully used in J. curcas breeding.

Resumen Jatropha curcas L., naturalizado tropical y subtropical, ha sido explorado para la producción de biodiesel. El aceite se extrae de las semillas y, para que la producción sea factible, la utilización de la torta de semillas residual es crucial. Aunque la torta se puede emplear como una fuente de proteína en la alimentación animal, es rica en éster de forbol, que es tóxico para los animales. Por lo tanto, los programas de mejoramiento han procurado reducir o eliminar el contenido de éster de forbol de J. curcas. En este contexto, el presente trabajo tuvo como objetivo evaluar el aceite de J. curcas de las variedades tóxicas y no tóxicas (con cantidades conocidas o indetectables de éster de forbol, respectivamente) con respecto a la fitotoxicidad en el modelo Lactuca sativa L. El porcentaje de semillas germinadas se evaluó después de 8, 16, 24, 36 y 48 horas de tratamiento. El crecimiento de la raíz se determinó después de 48 horas de exposición y se obtuvo el índice de velocidad de germinación. Se registraron las diferentes etapas de la división mitótica así como posibles alteraciones cromosómicas y nucleares. El índice mitótico se calculó como el número de células en división como una fracción del número total de células y la frecuencia de las alteraciones cromosómicas y nucleares, expresada como el porcentaje del número de alteraciones dividido entre el número total de células. Ambas variedades exhibieron fitotoxicidad, induciendo reducciones significativas en el porcentaje de semillas germinadas (Reducción del 98 %), índice de velocidad de germinación (Reducción de 24.44) y crecimiento de raíces (Reducción de 8.54 mm). En el análisis microscópico, se observó un efecto mitodepresivo para ambos aceites. Sin embargo, fue posible distinguir entre las variedades tóxicas y las no tóxicas basándose en la reducción más expresiva de la división promovida por la primera, 2.19 %. Se observaron incrementos significativos en la frecuencia de células mitóticas que mostraban alteraciones cromosómicas, así como la presencia de núcleos condensados en las células tratadas. Sin embargo, estos parámetros no fueron significativamente diferentes del control en las células tratadas con ambos aceites de J. curcas. En conclusión, la evaluación del crecimiento de las raíces y la división celular en el modelo L. sativa se puede proponer como una alternativa a las pruebas en animales para distinguir las variedades con concentraciones altas y bajas de éster de forbol, contribuyendo así a la detección de toxicidad en variedades utilizadas en programas de mejoramiento genético.

Abstract The tropical and subtropical naturalized physic nut (Jatropha curcas L.), has been explored for biodiesel production in recent times. The oil is extracted from the seeds and, for the production to be feasible, utilization of the residual seed cake is crucial. Although the cake could be employed as a protein source in animal feed, it is rich in phorbol ester, which is toxic for animals. Therefore, breeding programs have been working to reduce or eliminate the phorbol ester content in physic nut. In this context, the present work aimed to evaluate the physic nut oil of toxic and non-toxic varieties (containing known or undetectable amounts of phorbol ester, respectively) with regards to phytotoxicity in a model experiment with Lactuca sativa L. For this, the percentage of germinated seeds was evaluated after 8, 16, 24, 36 and 48 hours of exposure to the treatments with toxic and non-toxic oil at concentrations of 22.5 %, 45 % and 67.5 % of emulsion (physic nut oil energetically mixed with distilled water). Root growth was determined after 48 hours of exposure and the germination speed index was obtained. The different stages of mitotic division as well as possible chromosomal and nuclear alterations were also recorded. The mitotic index was calculated as the number of dividing cells, as a fraction of the total number of cells, and the frequency of chromosome and nuclear alterations, expressed as the percentage of number of alterations divided by the total number of cells. Both varieties exhibited phytotoxicity, inducing significant reductions in percentage of germinated seeds (reduction of 98 %), germination speed index (reduction of 24.44) and root growth (reduction of 8.54 mm). In microscopic analysis, a mitodepressive effect was observed for both oils at the three concentrations used when compared to the negative control; however, it was possible to distinguish between the toxic and the non-toxic varieties based on the more expressive reduction of division promoted by the first, 2.19 %. Significant increments in the frequency of mitotic cells showing chromosome alterations as well, as the presence of condensed nuclei, were observed in the treated cells. However, these parameters were not significantly different from the control in the cells treated with both physic nut oils. In conclusion, the evaluation of root growth and cell division in the plant model L. sativa, can be proposed as an alternative to animal tests to distinguish the varieties with high and low phorbol ester concentration, thus contributing to the detection of toxicity in varieties used in breeding programs.

Resumo: As sementes de pinhão manso são classificadas como ortodoxas, mas por ser uma espécie oleaginosa é preciso que as condições de armazenamento sejam adequadas, para garantir a sua longevidade. O objetivo nesse trabalho foi avaliar a qualidade fisiológica das sementes de pinhão manso armazenadas em diferentes ambientes e embalagens, por períodos de três, nove e 15 meses. As embalagens utilizadas para o acondicionamento das sementes foram saco plástico de alta densidade, envelope aluminizado e saco de papel multifoliado e os ambientes para o armazenamento foram câmara fria e seca (20 °C e 15% de UR, constantes), geladeira (7 ± 3 °C; 48 ± 8% de UR) e laboratório (25 ± 3 °C; 51± 7% de UR). A umidade e a germinação iniciais das sementes eram de 7,1% e 89%, respectivamente. Durante o armazenamento foram realizadas avaliações da qualidade fisiológica (germinação e vigor) e da umidade das sementes. O conteúdo de água das sementes variou de 3,3 a 7,7%, dependendo da permeabilidade da embalagem e das condições ambientais de armazenamento. Em período de armazenamento de nove meses houve manutenção do vigor das sementes, independentemente do ambiente e do tipo de embalagem utilizada. Sementes de pinhão manso com umidade inicial de 7,1% podem ser armazenadas por 15 meses, sem perda de viabilidade, desde que acondicionadas em embalagem plástica semipermeável.

Abstract: Jatropha seeds are classified as orthodox. However, since it is an oil seed species, adequate storage conditions are required to ensure their longevity. The objective of this work was to evaluate the physiological quality of jatropha seeds stored in different environments and packaging, for periods of 3, 9 and 15 months. Three types of seed packaging bags (high density plastic bag, aluminized envelope and multiwall paper bag) were used, and the storage environments were cold and dry chamber (20 °C and 15% RH, constant), refrigerator (7 ± 3 °C, 48 ± 8% RH) and laboratory conditions (25 ± 3 °C, 51 ± 7% RH). The initial moisture content and seed germination were 7.1% and 89%, respectively. During storage, the physiological quality (germination and vigor) and moisture content of the seeds were evaluated. Seed water content ranged from 3.3 to 7.7%, depending on the permeability of the packaging and the storage environment. The highest longevity (15 months) without loss of viability was observed for jatropha seeds with initial moisture of 7.1%, packed in semipermeable plastic. Seed vigor was maintained, regardless of the environment and the type of packaging used, for up to nine months of storage.

Resumo: O objetivo deste trabalho foi avaliar processos fisiológicos em genótipos contrastantes de pinhão-manso (Jatropha curcas), durante as fases de florescimento e frutificação. As trocas gasosas foram mensuradas com analisador de gás por infravermelho, e as características morfológicas foram avaliadas em cada fase sob condições naturais, em delineamento de blocos ao acaso, com cinco repetições. As diferenças no rendimento entre os acessos de J. curcas não estiveram relacionadas ao desempenho fotossintético, mas sim ao número de inflorescências e flores femininas, que são geneticamente determinadas. Além disso, a assimilação líquida de CO2 foi similar em ambos os genótipos, apesar de eles terem diferido na produção de frutos. Os genótipos diferiram consistentemente quanto à eficiência de carboxilação e à regeneração da ribulose bifosfato. Finalmente, o crescimento de ramo de J. curcas não é prejudicado pelo aumento no dreno durante a frutificação, e os frutos possivelmente estavam exercendo efeito positivo na assimilação líquida de CO2, o que pode ter permitido que as plantas mantivessem o crescimento ao produzir flores e frutos.

Abstract: The objective of this work was to evaluate physiological processes in contrasting physic nut (Jatropha curcas) genotypes during the flowering and fruiting stages. Gas exchange parameters were measured using an infrared gas analyzer, and morphological traits were evaluated during each stage under natural conditions, in a randomized complete block design with five replicates. Differences in yield between J. curcas accessions were not related to photosynthetic performance, but rather to the number of inflorescences and female flowers, which are genetically determined. Moreover, the net CO2 assimilation was equivalent in both genotypes, although they produced different amount of fruit. The genotypes differed consistently in terms of carboxylation efficiency and ribulose bisphosphate regeneration. Finally, J. curcas branch growth is not impaired by the increased sink strength during fruiting, and fruit may have been actually exerting a positive effect on the net CO2 assimilation, which may have enabled plants to maintain growth while producing flowers and fruits.

RESUMO. Cruzamentos dialélicos em esquema desbalanceado foram realizados em Jatropha para: (i) avaliar os componentes genéticos aditivos e não aditivos; (ii) selecionar genitores por meio da capacidade geral de combinação; (iii) estimar a capacidade especifica de cada cruzamento; (iv) verificar a existência de efeito materno e depressão endogâmica. O experimento foi conduzido em um arranjo dialelo completo com quatro genitores, desbalanceado para o número de cruzamentos. Foi utilizado um delineamento em blocos casualizados com 5 repetições e 3 plantas por parcela. As seguintes características foram avaliadas: diâmtro do caule (DC), número de ramos (NR), altura de plantas (AP), projeção da copa nas linhas (PCL), projeção da copa emtre linhas (PCE), e produtividade (P). As estimativas de variâncias foram obtidas utilizando o método da máxima verossimilhança restrita, e os valores genéticos foram estimados pelo melhor preditor linear não viesado. Concluiu-se que: O efeito aditivo foi predominante no controle genético para DC, PCL e PCE; o efeito de dominância foi predominante para AP, NR e P; existe efeito citoplasmático e genes nucleares do genitor feminino para todos os caracteres avaliados; os genitores 107 e 190 são os mais promissores para redução do porte e aumento na produtividade de grãos; existe depressão por endogamia para DC e P, e os cruzamentos favoráveis para incremento em P foram 190x107 e 190x190.

ABSTRACT. Diallel crosses in an unbalanced scheme were carried out in Jatropha to (i) evaluate the additive and non-additive genetic components; (ii) select parents through the general combining ability; (iii) estimate the specific combining ability used in the crosses; and (iv) verify the existence of the maternal effect and inbreeding depression. The experiment was carried out in a complete diallel scheme with four progenitors, unbalanced for the number of crosses. The experimental design consisted of a randomized block, with 5 replications and 3 plants per plot. The following characteristics were evaluated: stem diameter (SD), number of branches (NB), plant height (PH), canopy projection on the row (CPR), canopy projection between rows (CPB), mass of hundred grains (MHG) and grain yield (GY). Estimates of variances were obtained using the method of restricted maximum likelihood, while breeding values were estimated by the best linear unbiased prediction. It was concluded that the additive effect was predominant in the genetic control for SD, CPR, and CPB; the dominance effect was predominant for PH, NB, and GY; there was a cytoplasmic effect and nuclear genes of the female parent for all evaluated traits; parents 107 and 190 are promising for reducing the size and increasing the grain yield; there was inbreeding depression for SD and GY; and the favorable crosses for increasing GY were 190x107 and 190x190.

Abstract The objectives of this study were to estimate the general and specific combining ability of the parents, and to verify the existence of maternal effect and inbreeding depression in Jatropha. The experiment was carried out from 2010 to 2015, in the municipality of Planaltina, Distrito Federal. The following traits were evaluated: plant height, stem diameter, canopy projection between the row, canopy projection on the row, number of branches, mass of one hundred grains, and grain yield. Cytoplasmic effects and effects of female parent nuclear genes were observed for all traits. Dominance effects were predominant in the genetic control of all traits. Genotypes 107 and 190 were the superior parents for the reduction of the size, and for the increase of grain yield. No inbreeding depression was observed for grain yield. The most promising crosses for the conduction of segregating populations and increment in grain yield were 190x107, 107x190 and 259x107.

Jatropha curcas L. is an oil crop that has been studied as a potential source of biodiesel. A high protein pie is produced as a byproduct of the biodiesel production, which could be used as animal feed. However, the pie has toxic compounds, as phorbol esters and other toxins, which prevents the use as animal feed. For this reason, Embrapa (Brazilian Agricultural Research Corporation) has been working in genetic breeding to develop non-toxic J. curcas genotypes. To evaluate this process, a simple and fast analytical technique was employed to obtain responses in a short time. Leaf spray (LS) is a recent ambient ionization mass spectrometry technique in which the sample itself serves as support and ion source. Here, toxic and non-toxic J. curcas leaves were differentiated by LS using a linear ion trap mass spectrometer and partial least squares discriminant analysis (PLS-DA) model chemometrics. It was possible to differentiate toxic and non-toxic leaves and to identify the m/z values that contribute to discrimination between the groups.

RESUMO Programas de melhoramento do pinhão-manso (Jatropha curcas L.) intensificaram-se nos últimos cinco anos, tendo sido selecionadas, localmente, plantas em diversas regiões do Brasil. O objetivo deste trabalho foi quantificar a interação genótipos x ambientes da produção de grãos de pinhão-manso, avaliada em três regiões brasileiras, e o progresso genético obtido com a seleção. A partir de progênies de meios-irmãos, selecionadas pela Embrapa Semiárido e pela EPAMIG, foram instalados, no ano de 2008, três testes de progênies, nos municípios de Planaltina, DF, Nova Porteirinha, MG e Pelotas, RS, utilizando-se delineamento de blocos ao acaso, com três repetições e cinco plantas por parcela. Como testemunhas foram utilizadas sementes de plantas não selecionadas e um dos materiais genéticos comercializados no Brasil. A interação genótipo x ambiente foi significativa. Foram identificadas oito progênies de adaptabilidade geral, três progênies de baixa adaptabilidade, duas progênies de adaptabilidade específica a ambientes favoráveis e duas progênies de adaptabilidade específica a ambientes desfavoráveis, em diferentes regiões do Brasil. As estimativas de progresso genético indicam eficiência da seleção massal, com ganhos de 28, 76 e 177%, nos municípios de Planaltina, DF, de Nova Porteirinha, MG, e de Pelota, RS, respectivamente. Observa-se que os ganhos de seleção obtidos pelo método centroide são mais equilibrados entre ambientes e, por isso, preferíveis. As novas médias, estimadas com o plantio das progênies selecionadas, em toneladas por hectare, são de 2,34 ton.ha-1, em Planaltina, DF; de 2,37 ton.ha-1, em Nova Porteirinha, MG, e de 2,09 ton.ha-1 , em Pelotas, RS.

ABSTRACT Physic nut (Jatropha curcas L.) breeding programs have intensified in the past five years, locally selecting plants from various Brazilian regions. The objective of this study was to quantify the genotype x environment interaction of the physic nut grain production and the genetic progress obtained with the selection. From Half-sib progenies selected by Embrapa and EPAMIG, in 2008, three progeny trials were installed in the cities of Planaltina-DF, Nova Porteirinha-MG and Pelotas-RS, using a randomized block design with three replications of five plants per plot. Non-selected plant seeds and genetic material commercialized in Brazil were used as control. The genotype x environment interaction was significant for the J. curcas grain yield expression. We identified eight progenies of broad adaptability, three progenies of low adaptability, two progenies of specific adaptability to favorable environments and two progenies of specific adaptability to unfavorable environments of different Brazilian regions. Estimates of genetic progress indicate mass selection efficiency, with genetic gains of 28%, 76% and 177% in the Planaltina-DF, New Porteirinha-MG and Pelotas-RS, respectively. The genetic gains obtained by the centroid method were more balanced among environments, and therefore, preferable. The new means estimated with the cultivating of the selected progenies are: 2.34 ton.ha-1 in Planaltina-DF, 2.37 ton.ha-1 in Nova Porteirinha- MG and 2.09 ton.ha-1 in Pelotas-RS.

RESUMO O conhecimento da associação entre os caracteres que compõem a produtividade é importante para a seleção de plantas superiores, principalmente para garantir que o ganho genético ocorra para os diversos caracteres favoráveis. No pinhão-manso, a produtividade de grãos é o principal alvo do programa de melhoramento, porém existem outros caracteres importantes que impactam na produção. Diante desse contexto, o objetivo deste trabalho foi estimar, por meio de análise de trilha, os efeitos diretos e indiretos de caracteres vegetativos sobre a produtividade de grãos de pinhão-manso. Aos 18 meses após o plantio, foram mensurados os caracteres altura de plantas, diâmetro do caule, número de ramos por planta, projeção da copa na linha, projeção da copa na entrelinha e produtividade de grãos. Foram estimadas as correlações fenotípicas entre os caracteres avaliados, sendo essas correlações desdobradas, por meio da análise de trilha, em efeitos diretos e indiretos, considerando-se o caráter produtividade de grãos como a variável dependente principal. Observou-se que 76% da variação em produtividade foi explicada pelas variáveis explicativas, valor este superior ao observado em outros estudos e adequado para explorar os ganhos com a seleção direta e indireta em pinhão-manso. Os caracteres diâmetro do caule, massa de cem sementes e projeção da copa na entrelinha influenciam diretamente a produtividade de grãos, sendo indicados para seleção direta, assim como para a seleção indireta de progênies superiores de pinhão-manso para produtividade de grãos.

ABSTRACT The knowledge of the association between traits of production is important for selecting superior plants and mainly to ensure that the genetic gain occurs for many favorable traits. In physic nut, grain yield is the main goal of the breeding program, but there are other important traits that have an impact on production. On such background, the aim of this study was to estimate, using path analysis, direct and indirect effects of vegetative traits on the grain yield of physic nut. At 18 months after planting, the traits plant height, stem diameter, number of branches per plant, plant canopy projection on the line, plant canopy projection between rows and grain yield were measured. Phenotypic correlations among traits were estimated and unfolded in direct and indirect effects through path analysis, considering the grain yield as the main dependent variable. It was observed that 76% of the variation in yield was explained by the explanatory variables; this value is higher than those observed in other studies and appropriate to explore the gains from direct and indirect selection on physic nut. Stem diameter, weight of 100 seeds and canopy projection between rows directly influence the grain yield, being suitable for direct as well as indirect selection of physic nut superior progenies for grain yield.

RESUMO Com o objetivo de avaliar a produção e distribuição da biomassa da parte aérea de diferentes genótipos de pinhão-manso no semiárido brasileiro, foi implantado um experimento na Fazenda Gabriela, localizada no município de Santa Maria da Boa Vista, Pernambuco. O delineamento experimental adotado foi em blocos casualizados, com dez tratamentos (genótipos de pinhão-manso) e três repetições, em parcelas lineares de seis plantas, com bordadura simples e espaçamento de 3,0 x 2,0 m. Foram aplicadas uma adubação correspondente a 150 g de NPK (06:24:12) por cova no plantio e duas adubações de cobertura com 150 g.planta-1 de NPK (10:10:10) aos seis e aos doze meses de idade. As plantas foram irrigadas semanalmente por gotejamento com uma aplicação média de 20 litros de água por planta durante o período de estiagem da região. Aos 24 meses de idade, foi medida a altura total das plantas, o diâmetro médio das bifurcações a 1,30 m da superfície do solo e o número de bifurcações a 0,5 m de altura. Foram feitas 26 colheitas semanais de frutos/sementes. Os frutos foram colhidos maduros, antes de sua queda ao chão, durante sete meses. Os genótipos apresentaram elevada uniformidade agronômica, exceto para a variável número de bifurcações, onde o genótipo 1701 foi superior aos genótipos 1501, 1602, 1703 e 1601. A produção de biomassa dos genótipos em condições irrigadas no semiárido é elevada e a distribuição da biomassa dos genótipos nos diferentes componentes seguiu a ordem decrescente: raiz>frutos>galhos grossos>folhas>casca>galhos finos.

ABSTRACT In order to assess production and distribution of biomass shoots of different genotypes of Jatropha curcas under irrigation in the semiarid region of Pernambuco, Brazil, an experiment was established in Gabriela Farm, in the municipality of Santa Maria da Boa Vista-PE. The experimental design was randomized blocks with ten treatments (genotypes of Jatropha curcas), and three replications in row plots of six plants, with a single border and spacing of 3.0 x 2.0 m. Plants were fertilized with 150 g of NPK (06:24:12) at planting time, and a topdressing with 150 g.planta-1 NPK (10:10:10) applied at six and twelve months of age. The plants were irrigated weekly using a dripping system with an average water application of 20 l.plant-1 during the dry period of the region. At 24 months of age, the overall height of the plants, the average diameter of bifurcations at 1.30m from the soil level and the number of bifurcations at 0.5 m of height were evaluated. Twenty six fruit/ seed harvests were done weekly. Fruits were harvested ripe, before falling on the ground, for seven months. To determine dry biomass, the plants were cut at 0.30 m from soil level. The genotypes showed high agronomic uniformity, except for the variable number of bifurcations, where the genotype 1701 was superior to the genotypes 1501, 1602, 1703 and 1601. Biomass production of genotypes in irrigated conditions in the semiarid region is high and the distribution of biomass followed the decreasing order: root>fruit>thick branches>leaves>bark>thin branches.

Resumo: O objetivo deste trabalho foi identificar o método mais eficaz para estimar coeficientes de repetibilidade em progênies de meios-irmãos de pinhão-manso (Jatropha curcas) e predizer o número mínimo de medições necessárias para algumas características agronômicas da oleaginosa. Avaliaram-se 18 famílias de meios-irmãos, em delineamento de blocos ao acaso, com três repetições, de 2009 a 2013. Nesse período, as seguintes características foram avaliadas: altura de plantas, diâmetro do caule, número de ramos por planta, projeção da copa na linha, projeção da copa na entrelinha e produtividade de grãos. O coeficiente de repetibilidade (r) foi estimado a partir de diferentes estratégias: análise de variância; análise dos componentes principais (ACP), com base na matriz de correlações (CPCOR); ACP, com base na matriz de variâncias e covariâncias fenotípicas (CPCOV); e análise estrutural, com base na matriz de correlações. A estratégia CPCOV proporciona estimativas mais acuradas do coeficiente de repetibilidade e do número de medições necessárias (no mínimo quatro) para avaliação acurada (mínimo 80%) das características, devido ao comportamento cíclico das progênies.

Abstract: The objective of this work was to identify the most effective method to estimate the coefficient of repeatability in progenies of half-sib families of physic nut (Jatropha curcas), and to predict the minimum number of measurements required for some agronomic traits of this oilseed crop. Eighteen half-sib families, in a randomized complete block design with three replicates, were evaluated from 2009 to 2013. In this period, the following traits were evaluated: plant height, stem diameter, number of branches per plant, crown projection on the line, crown projection on the space between rows, and grain yield. The repeatability coefficient (r) was estimated considering different strategies: analysis of variance; principal component analysis (PCA) based on the correlation matrix (PCCOR); PCA based on the matrix of phenotypic variance and covariance (PCCOV); and structural analysis based on the correlation matrix. The PCCOV strategy provides the most accurate estimates of the repeatability coefficient and of the number of measurements (minimum of four), which are required for an accurate evaluation (minimum 80% accuracy) of the traits, due to the cyclical behavior of the progenies.

A obtenção de estimativas confiáveis de parâmetros genéticos, incluindo dados relacionados à variabilidade das populações sob melhoramento, é essencial para se elucidar a estrutura genética das populações e para se inferir sobre sua variabilidade genética e seu potencial de melhoramento. Nesse sentido, este trabalho teve por objetivo estimar parâmetros genéticos e a diversidade em progênies de Macaúba com base em características morfológicas e fisiológicas. Para o estudo, foram avaliadas características morfológicas e fisiológicas em 15 progênies de macaúba, em delineamento em blocos ao acaso com 5 repetições e 3 plantas por parcela, no espaçamento de 5x5m. Não houve variabilidade para a maioria das características fisiológicas no conjunto de progênies avaliadas. Porém, verificou-se variabilidade genética para os caracteres morfológicos avaliados. As famílias de macaúba agruparam-se em três grupos distintos quanto à diversidade genética, sendo a família CPAC-03 a mais divergente em relação às demais. A eficiência no uso da água e o comprimento de raquis foram as características que mais contribuíram para a dissimilaridade das famílias de macaúba.

Obtaining reliable estimates of genetic parameters, including data related to the existing level of variability in breeding populations is essential to elucidate the genetic structure of populations and to infer their genetic variability and potential for improvement. Therefore, this study aimed to estimate genetic parameters and diversity in progenies from Macaw Palm based on morphological and physiological traits. For that, morphological and physiological traits were evaluated in 15 macaw palm progenies (established following a random block design with 5 repetitions and 3 plants per plot - 5x5m spacing). No significant genetic variability was observed for physiological traits in the evaluated progenies. However, for the morphological traits, the existence of genetic variability was evidenced. The macaw palm families were grouped into three distinct groups based on its genetic dissimilarity, being CPAC-03, the most divergent progeny to the others. The water use efficiency and the leaflet length were the traits that contributed most to the dissimilarity of the families.

O objetivo deste trabalho foi avaliar a metodologia das redes neurais artificiais (RNA) para predizer o volume de madeira nos programas de melhoramento de eucalipto e na seleção de famílias comparando as RNA com modelos de regressão. O delineamento foi em blocos casualizados com 140 famílias de meios-irmãos, 5 e 4 repetições para 3 e 6 anos respectivamente, ambos com 5 plantas por parcela. Para o treinamento da rede, foi utilizado 2000 e 1500 indivíduos, e para validação foram utilizados 1500 e 1300 indivíduos, respectivamente, para 3 e 6 anos. Foi concluído que as RNA pode ajudar a melhorar a acurácia na medição do volume em árvores de eucalipto e automatizar o processo do inventário florestal. As RNA foram mais acuradas na predição do volume de madeira que quase todos os modelos de regressão.

The aim of this study was to evaluate the methodology of Artificial Neural Networks (ANN) in order to predict wood volume in eucalyptus and its impacts on the selection of superior families, and to compare artificial neural network with regression models. Data used were obtained in a random block design with 140 half-sib families with five replications at three years of age, and four replications at six years of age, both with five plants per plot. The volume was estimated using ANN and regression models. It was used 2000 and 1500 data to train ANN, and 1500 and 1300 to validate ANN for 3 and 6 years of age, respectively. It is concluded that ANN can help improving the accuracy to measure the volume in eucalyptus trees, and to automate the process of forestry inventory and were more accurate in predicting wood volume than almost all regression models.