Identifying genetically appropriate plant materials for seed based restoration relies on the principle of local adaptation where the objective is to match adaptive genetic characteristics to variation in ecological clines pertinent to plant establishment and persistence. In this study, basin wildrye (Leymus cinereus (Scribn. & Merr.) Á. Löve) sources from 25 wild populations and 4 commercial varieties were planted at 4 test sites. We assessed initial establishment and short term persistance. Plantings failed at 2 sites in both 2013 and 2014, with too few plants to quantify differences. At the remaining 2 sites, local sources had higher initial establishment in just 1 of 10 comparisons. Among commercial sources, the cultivars Magnar and Trailhead initially outperformed local pooled materials at Fountain Green but not at Nephi. Initial establishment under row cover was dramatically better than uncovered controls at both sites, but only persisted for 4 years after planting at the Fountain Green site. The native forb study evaluated the effects of species, sowing depth and row cover on field emergence of 20 forbs. Overall, emergence was very low ranging between 0.2% and 1.0% for 16 of the 20 species. Four species exceeded 1% emergence. Depth effects were species, site and year dependent. The odds of emergence decreased with increasing depth for four species, increased for three species and were mixed between sites and years for the remaining species. The odds of emergence were better under row cover than for uncovered control plots. Depths evaluated were deeper than recommended for most species and likely hindered emergence for some species. Site and year had much more effect on observed emergence than depth or treatment. Developing simple diagnostics to identify subspecies is key in the restoration of sagebrush ecosystems. We evaluated the SoilWeb app as a tool to identify sagebrush in the field. We evaluated the accuracy of the Richardson et.al. (2015) technique to classify sagebrush stands and evaluated data modeling strategies to improve classification accuracy. We found the SoilWeb app to be an accurate and informative tool to identify native-wild sagebrush populations. The Richardson et.al. (2015) seed weight criteria correctly classified just 19% of our sample populations to the correct subspecies. To improve upon this, we evaluated multifactor modeling using recursive partitioning and classification trees. Our most accurate classification tree correctly classified 80% of 2x tridentata sites but just 45% of wyomingensis sites.

Soybeans are an economically important plant, with an annual crop value that consistently exceeds 20 billion dollars in the United States alone. A recent increase in demand for soybeans, stemming from its diverse applications in products such as animal feed, oil, and biofuel, has created an emphasis for soybean breeders in value added cultivars. These cultivars, have improved, or altered, agronomic or seed composition traits, allowing them to be efficiently utilized in a specific niche of the processing industry. Facilitating the development of such cultivars requires a thorough understanding of the genetic factors that affect the manifestation of value added traits. Value added traits investigated in this study include seed sucrose, raffinose, stachyose, and phytate content, seed weight, and maturity. The objective of the first part of this project was to characterize the source of low seed stachyose in soybean line PI200508. Two F2 populations, developed from PI200508 and soybean introductions which exhibited higher seed stachyose content were utilized in a QTL analysis approach that incorporated the use of the Williams82 whole genome shotgun (WGS) sequence (http://www.phytozome.org) in a candidate gene mapping approach. A predicted soybean galactosyltransferase gene was established as a candidate gene due to its observed segregation with the single low stachyose QTL observed on molecular linkage group (MLG) C2 in both populations. Sequencing of this putative gene revealed a unique 3 bp deletion in PI200508. A marker developed to exploit this deletion accounted for 88% and 94% of the phenotypic variance for seed stachyose content in the two experimental populations, highlighting its potential for use in marker assisted selection of the PI200508 source of low raffinose and stachyose. The second part of this project involved QTL analysis of seed sucrose, raffinose, stachyose, and phytate content, as well as seed weight in a linkage map for a F8 RIL population developed from the Glycine max line V71-370 and the Glycine soja introduction PI40712. Analysis across all 20 soybean MLG identified 25 QTL for these traits on MLG A1, A2, C2, D1b, D2, F, G, H, I, L, M, O. Nine of these QTL were supported across multiple environments, indicating that they, and their associated markers, could be useful to breeders working with these traits. The third part of this project used the same F8 RIL linkage map to investigate time to maturity (Reproductive stage R8). V71-370 and PI407162 differ in time to maturity when grown in Virginia, and the RILs developed from this cross displayed a wide range in maturity. Two major QTL were identified on MLG H and L. Examination of the Williams82 WGS sequence in these QTL regions revealed two predicted genes with homology to Arabidopsis thaliana light response and photoperiodism genes which were investigated as candidate soybean maturity genes. Markers developed from these predicted genes showed close association with the observed QTL, and could facilitate the further investigation of this complex trait. / Ph. D.

The aim of this thesis was to study patterns of reproduction of Betula pendula and B. pubescens coll. along an altitudinal, coastal-inland, gradient in northern Sweden. The altitudinal variation was related to the distribution of the birch taxa along the gradient. Six years field data showed a steep decrease of seed germinability of B. pendula towards its altitudinal range limit in the Scandes every year. In contrast, B. pubescens ssp. pubescens showed significant positive correlations between seed germinability and altitude in three of the six years. Furthermore, there was a highly significant positive correlation between seed weight and altitude for B. pubescens coll., but not for B. pendula. Production of viable seeds fluctuated strongly between years in most populations, except in marginal B. pendula populations in the mountain area where it was constantly very low. On average 15 - 41 % of the seeds produced in B. pendula populations above 400 m altitude were attacked by gall midges (Semudobia ssp.). Corresponding values for B. pendula populations below 400 m altitude were 4 - 7 %. In B. pubescens populations, the seeds attacked by Semudobia ssp. never exceeded 3 %. The high frequency of Semudobia attackes in high altitude marginal B. pendula populations was suggested to be due to limited resources for defense against the seed predator. A 3-yr study documented large variations in pollination and seed quality between taxa, high and low altitude populations, and between years. Empty seeds (without embryos) dominated among the sampled seeds in most cases. This proportion was decreased by pollen addition, in both B. pendula and B. pubescens, in mountain populations, but not in coastal populations. The high percentage of empty seeds was therefore suggested to be partly caused by pollen-limitation, but failure of pollen tube penetration - fertilisation, or maternal resource supply could also have had an influence. A laboratory experiment showed increased pollen germination and length of the longest pollen tube per style after increased pollination. The correlations between number and length of pollen tubes per style were however mostly low in natural populations, suggesting low probability of pollen competition in the natural situation. Sowing experiments indicated that differences in initial seedling density between B. pendula and B. pubescens was more affected by interspecific differences in seed quality than by interspecific differences in survival of seedlings after establishment A study of the age structure of a B. pendula stand, planted about 250 m above its natural altitudinal limit, indicated that this birch may reproduce above its recent range limit during temporally warmer periods. It was concluded that the level of accumulated resources in B. pendula in marginal sites in the Scandes would mostly be too low for completion of the reproductive cycle. In contrast, B. pubescens ssp. pubescens is able to accumulate enough rescources for reproduction also at relative high altitudes. / <p>Diss. (sammanfattning) Umeå : Umeå universitet, 1994, härtill 5 uppsatser.</p> / digitalisering@umu

Conselho Nacional de Desenvolvimento CientÃfico e TecnolÃgico / The purpose of this thesis was to investigate the feasibility of using the honey bee (Apis mellifera L.) for pollination and yield increment in Jatropha curcas L. crops. Therefore, the floral biology and pollination process of J. curcas were studied as well as the foraging behavior and pollination efficiency of A. mellifera in this crop by the introduction of four colonies in a hectare. The work was carried out in a five years-old commercial plantation comprising 10ha, in the state of PiauÃ, (08Â32â19,0âS and 43Â56â19,7âW, 220 meters above sea level), Brazil, from March to July, 2009. Flowers were presented in protogynous inflorescences and the anthesis and most of pollen presentation took place mainly in the morning shift. Inflorescences last, in average, 20 days, with female flowers concentrating in the first third of the period and male flowers predominating in the second third, in a relation of 18.1:1 male/ female flower. Although this may favor xenogamy, the stigma receptivity lasts for, at least, five days ensuring the flower to reach the period of most pollen release in its own inflorescence, facilitating the occurrence of geitonogamy. Flowers pollinated up to four days after anthesis did not differ (p>0.05) in fruit setting to those pollinated in the first, second or third day after anthesis. Foraging by A. mellifera occurs throughout the day and peaks between 13h00min and 15h00min and is characteristic of nectar harvesting both in male and female flowers. Only one visit by A. mellifera to J. curcas flowers set 100% producing results similar (p>0,05) to those from manual xenogamy (96%), manual geitonogamy (94%) and open pollination (93%). However, only one visit by a bee was not enough to maximize the oil content per seed (213mg) in comparison to the open pollination and geitonogamy treatments (both 250mg). Besides that, it was possible to observe that geitonogamy led to greater oil production than xenogamy (237mg). It is concluded that A. mellifera is an efficient pollinator of this crop. The introduction of four honey bee colonies per hectare maximize oil production and produce the best results for all parameters studied. Furthermore, only one visit by the honey bee to J. curcas flowers was enough to prevent pollination deficit in this crop. / O objetivo desta tese foi investigar a possibilidade da utilizaÃÃo de Apis mellifera L. na polinizaÃÃo e incremento de produtividade da cultura do pinhÃo manso (Jatropha curcas L.). Para tanto, foi estudado a biologia floral e a polinizaÃÃo do pinhÃo manso bem como o comportamento forrageiro e a eficiÃncia polinizadora de Apis mellifera. O trabalho foi realizado em 10ha de plantio comercial jà estabelecido, com cinco anos de idade, no estado do PiauÃ, (08Â32â19,0âS e 43Â56â19,7âW e 220 metros de altitude), entre os meses de marÃo e julho de 2009. A antese das flores do pinhÃo manso, distribuÃdas em cimos com carÃter protogÃnico, ocorre basicamente no perÃodo matinal, bem como a maior oferta de pÃlen. As inflorescÃncias duram, em mÃdia, 20 dias, com maior concentraÃÃo de flores femininas no terÃo inicial e de masculinas, no terÃo mÃdio, com relaÃÃo de 18,1 flores masculinas para cada feminina. Embora esse fato favoreÃa a xenogamia, a receptividade do estigma por, pelo menos, cinco dias, garante a flor alcanÃar o perÃodo de maior oferta de pÃlen no prÃprio cimo, oportunizando a geitonogamia. As flores polinizadas atà o quarto dia frutificam da mesma forma que aquelas polinizadas no primeiro, segundo e terceiro dias apÃs antese, nÃo havendo diferenÃas significativas. O forrageamento por A. mellifera ocorre durante todo o dia, com maior pico entre 13h00m e 15h00m e à tÃpico de coleta de nÃctar, tanto nas flores masculinas quanto nas femininas. Apenas uma visita da abelha Ãs flores acarreta em 100% de vingamento, mostrando resultado semelhante, (p>0,05), aos tratamentos de xenogamia manual (96%), geitonogamia manual (94%), e polinizaÃÃo aberta (93%). PorÃm, uma visita apenas, nÃo à suficiente para produzir maior quantidade de Ãleo por semente (213mg), em comparaÃÃo com o tratamento de polinizaÃÃo aberta, e por geitonogamia (250mg). AlÃm disto, foi possÃvel constatar que hà maior produÃÃo de Ãleo por geitonogamia e nÃo por xenogamia (237mg). Conclui-se que a Apis mellifera à um polinizador eficiente da cultura. Sua introduÃÃo, com quatro colÃnias por hectare, maximiza a produÃÃo de Ãleo e produz os melhores resultados para todos os parÃmetros avaliados. AlÃm disso, apenas uma visita da abelha melÃfera Ãs flores do pinhÃo manso à suficiente para prevenir dÃficit de polinizaÃÃo.

Made available in DSpace on 2014-08-20T13:44:34Z (GMT). No. of bitstreams: 1 tese_blanca_julia_nunes_teixido.pdf: 1539138 bytes, checksum: c3a3a14ccdd05e6a247aa1b5d12968e5 (MD5) Previous issue date: 2013-07-18 / The area under soybean production in Paraguay has increased considerably since 1996s. It has increased during 2004\05 as a result of the introduction of transgenic cultivars and seed production of these varieties. The country becomes the fourth largest soybeans exporter in the world. The area estimated soybean production for the 2012/13 season and 3.157.600 ha with a production of 9.367.298 of tons. The area of maize grain in Paraguay has increased considerably since 2002, the estimated maize production for the 2012/13 season was 983.899 ha with a production of 3.935.596 tons. Evaluation of new cultivars to commercial release includes agronomic evaluation for two years in agro-climatic zones of the Eastern Region of Paraguay. Therefore, this study aimed to evaluate the following five soybean cultivars yield, FT20-267, FT20-268, FRO4-179, FRO4-164, FTO3-482 and to compare them to the two reference cultivars (CD 214-RR and EMBRAPA 48). The cultivars were evaluated in South Zone: Bella Vista, (Itapuá department); East Zone: Santa Rita, (Alto Paraná Department) and New Esperanza (Canindeyú Department), Central Zone: Field 9, (Caaguazú Department) and North Zone: Pedro Juan Caballero (Amambay Department). The following five corn hybrids DAS 2B 710, AS 1551, AS 1590, DAS 2B 688, P 30K75 were compared with the reference hybrids DKB 390 and MAXIMUS. They were evaluated in South Zone: Colonia Fran, (Itapuá Department); East Zone: Santa Rita, (Alto Paraná Department) and Yjhovy (Canindeyú Department), Central Zone: Field 9, (Caaguazú Department) and North Zone: Guayaybi, (San Pedro Department). Each plot consisted of four soybean rows of 5.0 m long and 0.45 m spacing between rows. The useful plot area was 3.6 m2 plots with three replications. Yield and weight of 100 seeds were evaluated. The cultivars showed, in general yield and weight of 100 seeds higher or similar to the reference cultivars CD 214-RR and EMBRAPA 48, all cultivars showed yield and weight of 100 seeds higher in Pedro Juan Caballero. Each plot of hybrid consisted of four rows of 5.0 m long with 0.52 m spacing between rows. The useful area was 10.40 m², in three experimental unit replications. In the two years of evaluation (2009 and 2010) of the hybrids showed similar performance to the reference hybrids DKB 390 and MAXIMUS. The Hybrid AS 1551 in out season showed a higher yield compared to other hybrids and also with the references hybrids DKB 390 and MAXIMUS during the two years of evaluation. In 2009 and 2010, the hybrids showed in season and off season, higher yield in Santa Rita in relation to other locations. / A área de produção de soja no Paraguai teve um aumento considerável desde o ano 1996. Incrementou-se na safra 2004\05 como resultado da introdução de cultivares transgênicas e produção de sementes destas cultivares no país, sendo o quarto maior exportador mundial de grãos de soja. A estimativa de área de produção de soja para a campanha 2012/13 e de 3.157.600 há com uma produção de 9.367.298 toneladas A área de produção de grãos de milho no Paraguai teve aumento considerável a partir do ano 2002, a estimativa de produção de milho para a campanha 2012/13 e de 983.899 há com uma produção de 3.935.596 toneladas. Para a liberação comercial as novas cultivares deverão passar por dois anos de avaliação agronômica em zonas agroclimàticas da região Oriental do Paraguai de importância às diferentes espécies. Este trabalho visou avaliar o rendimento de cinco cultivares de soja, FT20-267, FT20-268, FRO4- 179, FRO4- 164, FTO3- 482 comparadas com as cultivares referência CD 214 RR e EMBRAPA 48. Foram avaliadas em Zona Sul: Bella Vista, (Departamento de Itapuá); Zona Leste: Santa Rita, (Departamento de Alto Paraná) e Nova Esperanza (Departamento de Canindeyú); Zona Central: Campo 9, (Departamento de Caaguazú) e Zona Norte: Pedro Juan Caballero, (Departamento de Amambay), e de cinco híbridos de milho DAS 2B 710, AS 1551, AS 1590, DAS 2B 688, P 30K75 comparados com os híbridos de referência DKB 390 e MAXIMUS. Foram avaliadas em Zona Sul: Colonia Fran, (Departamento de Itapuá); Zona Leste: Santa Rita, (Departamento de Alto Paraná) e Yjhovy (Departamento de Canindeyú); Zona Central: Campo 9, (Departamento de Caaguazú) e Zona Norte: Guayaybi, (Departamento de San Pedro). Cada parcela de soja foi constituída por quatro fileiras de 5,0 m de comprimento, com 0,45 m de espaçamento entre fileiras. A superfície útil das parcelas foi de 3,6 m2 em três repetições. Foram avaliados rendimento e peso de 100 sementes As cultivares avaliadas mostraram, de maneira geral rendimento e peso de 100 sementes superiores ou similares as cultivares referência CD 214 RR e EMBRAPA 48; todas as cultivares avaliadas apresentaram rendimento e peso de 100 sementes superiores na localidade de Pedro Juan Caballero Cada parcela de híbrido foi constituída por quatro fileiras de 5,0 m de comprimento, com 0,52 m de separação entre fileiras. A área útil de parcela foi de 10,40 m2, unidade experimental em três repetições.Na safra os híbridos mostraram, rendimento similares aos híbridos referência DKB 390 e MAXIMUS nos dois anos de avaliação.Na safrinha 2009 e 2010 o híbrido AS 1551 apresentou rendimento superior em comparação aos demais híbridos e aos de referência DKB 390 e MAXIMUS nos dois anos. Em 2009 e 2010, os híbridos de milho apresentaram na safra e na safrinha, rendimento superior na localidade de Santa Rita em relação as demais localidades.

Heterosis, die Mehrleistung der Hybride über das Mittel ihrer homozygoten Eltern, ist ein viel untersuchtes genetisches Phänomen, das bis heute in seinen Ursachen und Wirkmechanismen noch nicht vollständig verstanden ist. Die klassische Untersuchung der Heterosis wird an Merkmalen der Pflanze, wie dem Biomasse- oder Korn- Ertrag und dem Tausendkorngewicht durchgeführt. In der vorliegenden Arbeit wurde studiert, ob schon auf der Ebene des Samens als genetischem Individuum Heterosis ausgeprägt wird. Ziel der Untersuchungen war, mögliche Unterschiede im reifen Samengewicht von heterozygoten und homozygoten Samen zu finden. Außerdem sollte der Einfluß von elterlicher Verwandtschaft, elterlicher Samengröße und von verschiedenen Stresssituationen auf diese Samenheterosis analysiert werden und eine mögliche Verbindung zwischen der Samenheterosis und der klassischen Heterosis untersucht werden. Darüber hinaus sollten Effekte des Inzuchtstatus der Samen auf den Samenertrag ihrer Mutterpflanze untersucht werden.In drei Versuchsjahren wurden insgesamt 17 Ackerbohnenlinien (Vicia faba L.) verschiedener Verwandtschaftsbeziehungen und Samengrößen in fünf Experimenten im Freiland, in offener und kontrollierter Bestäubungssituation, getestet. Zusätzlich wurde ein Experiment zur Verbindung zwischen Samenheterosis und klassischer Heterosis im Gewächshaus durchgeführt. Die Differenzierung zwischen fremd- und selbstbefruchteten Samen geschah entweder durch Handkreuzungen in sog. Freiland-Isolierhäusern, oder es wurden in offener Bestäubungssituation morphologische Marker zur Klassifizierung eingesetzt. Ferner wurde erprobt, inwiefern fremd- und selbstbefruchtete Samen aus offener Bestäubungssituation mittels Nah-Infrarot-Reflexions-Spektrometrie (NIRS) zu differenzieren sind. Durch Einsatz eines speziellen Kreuzungsschemas konnte die Samenheterosis beider reziproker Kreuzungsrichtungen in verschiedenen Samengenerationen geschätzt werden und eine biometrische Trennung der maternalen von den sameneigenen genetischen Effekten vorgenommen werden.Die Ergebnisse zeigen eine deutliche Überlegenheit des Samengewichtes von Hybridsamen über entsprechend vergleichbare ingezüchtete Samen; es konnte somit Heterosis für das Merkmal Samengewicht signifikant nachgewiesen werden, sie lag je nach Kreuzung zwischen 0,36% und 18,44% Mehrgewicht des Hybridsamens über dem homozygoten Elternwert. Die Untersuchung beider reziproker Kreuzungsrichtungen hat ergeben, dass das Samengewicht signifikant (P= 0,01) beeinflusst war durch maternal additive und zytoplasmatische Effekte, sowie durch sameneigene Dominanz- und Additiveffekte. Direkte Konkurrenz um mütterliche Ressourcen führte zu keiner Erhöhung der Hybridüberlegenheit, ebenso konnte keine höhere Überlegenheit der Hybridsamengewichte über die der Selbstungssamen nachgewiesen werden, wenn die Pflanze unter abiotischem Stress (Trockenheit) wuchs. Es wurde deutlich höhere Heterosis gefunden, wenn der Vergleich zwischen den Samengenerationen auf einem hohen Niveau der Samengröße stattfand, als wenn es sich um kleine Samen handelte. Die Ergebnisse zeigen tendenziell eine Erhöhung der Samenheterosis, wenn Heterozygotie für die elterliche Samengröße vorliegt, während keinerlei Hinweis auf geringere Heterosis bei Verwandtschaft der Eltern (f = 0,5; Geschwister-Linien bzw. Elter-Nachkomme) nachgewiesen werden konnte. Dieses steht im Widerspruch zu klassischen Befunden der Heterosisforschung. Es konnte eine signifikante Korrelation (r= 0,76, P= 0,01) zwischen der Heterosis der Samen und der Heterosis der Biomasse von (aus diesen Samen erwachsenen) Jungpflanzen nachgewiesen werden, woraus gefolgert wurde, dass die Samenheterosis dennoch, zumindest teilweise, ähnlichen genetischen Grundsätzen folgt wie die klassische Heterosis.Die Ergebnisse der vorliegenden Arbeit zeigen, dass Heterosis schon im frühen Entwicklungsstadium der Pflanze, am Samen, signifikant, bedeutend und mit großer Variation ausgeprägt ist. Es konnte abgeleitet werden, dass besonders die Heterozygotie für Allele, die die Samengröße der Eltern stark verschieden ausfallen lässt, in einem Samen dessen eigene Heterosis verursacht oder zumindest wesentlich bestimmt.

A ferrugem asiática da soja (FAS) foi constatada pela primeira vez no Brasil em 2000/2001, tendo desde então ocasionado elevados prejuízos aos sojicultores. O emprego de cultivares geneticamente resistentes/tolerantes é um componente fundamental de um programa integrado para controle desta doença. A pesquisa tem encontrado muita dificuldade, pois o fungo Phakopsora pachyrhizi apresenta grande variabilidade patogênica e as poucas fontes de resistência/tolerância disponíveis não são adaptadas às condições brasileiras. O objetivo geral do presente estudo foi avaliar a performance de linhagens experimentais de soja derivadas de cruzamentos entre genitores tolerantes à ferrugem asiática, com a finalidade de incrementar a tolerância a FAS. Os experimentos foram conduzidos durante os anos agrícolas 2008-09, 2009-10 e 2010-11, nas Estações Experimentais Anhumas e Areão e na sede (ESALQ), áreas estas pertencentes à Escola Superior de Agricultura \"Luiz de Queiroz\" e situadas no município de Piracicaba - SP. Os experimentos com as progênies nas gerações F2:4, F2:5 e F2:6 foram delineados em blocos aumentados de Federer, sendo cada experimento subdividido em conjuntos experimentais com testemunhas comuns. Para estimar o efeito ferrugem e o nível de tolerância de cada genótipo a FAS, em cada local e ano agrícola, foram conduzidos dois experimentos com aplicações de fungicidas diferentes: no primeiro experimento aplicou-se fungicida para controle apenas das doenças de final de ciclo (DFC), enquanto que no segundo experimento, foi aplicado fungicida com princípios ativos para o controle tanto das DFC quanto da FAS. Nos experimentos com controle de DFC e FAS houve tendência de médias maiores para PG e PCS. A metodologia do contraste de reações das plantas a fungicidas distintos foi eficiente em estimar o efeito ferrugem e a reação de cada genótipo a FAS. A pressão do fungo da FAS sobre as progênies variou entre os anos agrícolas, tendo sido maior em 2009-10. O local Anhumas destacou-se entre os demais, possibilitando altas médias de produtividade de grãos (PG) em todos os anos agrícolas avaliados. Este ambiente também mostrou-se apropriado para estimar o efeito ferrugem. Os genitores 1 (USP 04-18.032) e 5 (USP 11-38) foram os que originaram as progênies mais precoces e os genitores 3 (USP 97-08.135) e 10 (USP 191-104-11) as progênies mais tardias. Os genitores 8 (USP 191-102-03) e 10 (USP 191-104-11) foram os que mais contribuíram para elevadas médias de PG e peso de cem sementes (PCS). Já o genitor 4 (BUSP 16-015) destacou-se na média de PG, além de ter apresentado valor alto de capacidade média de combinação para PG, na média dos três anos agrícolas. O cruzamento 7x10 (USP 14-06-20 x USP 191-104-11) destacou-se originando o maior número de progênies com desempenho superior em PG e tolerância a FAS. Por outro lado, os genitores 1 (USP 04-18.032), 3 (USP 97-08.135) e 9 (USP 191-103-12) foram os que menos contribuíram para a geração de progênies com alta PG. Houve variação entre as progênies dentro de cruzamentos para as estimativas dos parâmetros de adaptabilidade e estabilidade fenotípica. Consequentemente, as progênies 231- 2224-12 (6x8 = USP 97-10.046 x USP 191-102-03), 231-6127-06 (1x8 = USP 04- 18.032 x USP 191-102-03) e 231-1120-08 (7x10 = USP 14-06-20 x USP 191-104-11) foram as mais indicadas para a seleção recorrente para tolerância a FAS. / The Asian soybean rust (FAS) was reported for the first time in Brazil in 2000/2001 and has since caused considerable damage to soybean crops. The use of genetically resistant cultivars is a key component of an integrated program to control this disease. In the researches has been found many difficulties because the fungus Phakopsora pachyrhizi shows great variability in pathogenicity and the small number of sources of resistance that are available has no adaptability to Brazilian environmental conditions. The overall objective of this study was to evaluate the performance of experimental soybean lines derived from crosses among soybean rust tolerant parents, in order to increase the horizontal resistance (tolerance). The experiments were conducted during the crop years 2008-09, 2009-10 and 2010-11, in three experimental stations (Anhumas, Areão and ESALQ), areas belonging to the College of Agriculture \"Luiz de Queiroz\" and located within the municipality of Piracicaba, State of São Paulo, Brazil. The experiments with progenies in generations F2:4, F2:5 and F2:6 were designed in augmented block of Federer, with each experiment divided into sets with common checks. In order to estimate the effect of FAS and the level of tolerance of each genotype to FAS, in each location and crop year, there was conducted two experiments with applications of different fungicides: in the first experiment was applied one fungicide for controlling only the soybean late season leaf diseases (DFC), while in the second experiment were applied one fungicides with active principles for controlling DFC as well as FAS. In the experiments with control of DFC and FAS there was tendency of superior means for PG and PCS. The methodology of contrasting the plant reactions to different fungicides was effective for estimating the effect of FAS and the level of tolerance of each genotype to FAS. The pressure of the fungal FAS on progenies ranged among crop years, being highest in 2009-10. The location Anhumas stood out among the rest, enabling high average seed yield (PG) in all evaluated crop years; this environment also proved to be suitable for estimating the rust effect. The parents 1 (USP 04-18032) and 5 (USP 11-38) were those that originated the earliest progenies and parents 3 (USP 97-08135) and 10 (USP 191-104-11) the later progenies. The parents 8 (USP 191-102-03) and 10 (USP 191-104-11) were the main contributors to higher average PG and one hundred seed weight (PSC). However, the parent 4 ( BUSP 16-015 ) exceeded for PG, besides also have presented high value of average combining ability for PG, in average of the three crop years. The cross 7x10 (USP 14-06-20 x USP 191-104-11) stood out by originating the highest number of progenies with superior performance in PG and tolerance to FAS. On the other hand, the parents 1 (USP 04-18 032), 3 (USP 97-08 135), and 9 (USP 191-103-12) have contributed with the smallest number of superior progenies in PG. There was variation among progenies within cross, for the estimates of adaptability and phenotypic stability parameters. Consequently, the progenies 231-2224-12 (6x8 = USP 97-10 046 x USP 191-102-03), 231-6127-06 (1x8 = USP 04-18 032 x USP 191- 102-03), and 231-1120 - 08 (7x10 = USP 14-06-20 x USP 191-104-11) were the most suitable for the utilization as parents in the recurrent selection for tolerance to FAS.

A ferrugem asiática da soja (FAS) foi constatada pela primeira vez no Brasil em 2000/2001, tendo desde então ocasionado elevados prejuízos aos sojicultores. O emprego de cultivares geneticamente resistentes/tolerantes é um componente fundamental de um programa integrado para controle desta doença. A pesquisa tem encontrado muita dificuldade, pois o fungo Phakopsora pachyrhizi apresenta grande variabilidade patogênica e as poucas fontes de resistência/tolerância disponíveis não são adaptadas às condições brasileiras. O objetivo geral do presente estudo foi avaliar a performance de linhagens experimentais de soja derivadas de cruzamentos entre genitores tolerantes à ferrugem asiática, com a finalidade de incrementar a tolerância a FAS. Os experimentos foram conduzidos durante os anos agrícolas 2008-09, 2009-10 e 2010-11, nas Estações Experimentais Anhumas e Areão e na sede (ESALQ), áreas estas pertencentes à Escola Superior de Agricultura \"Luiz de Queiroz\" e situadas no município de Piracicaba - SP. Os experimentos com as progênies nas gerações F2:4, F2:5 e F2:6 foram delineados em blocos aumentados de Federer, sendo cada experimento subdividido em conjuntos experimentais com testemunhas comuns. Para estimar o efeito ferrugem e o nível de tolerância de cada genótipo a FAS, em cada local e ano agrícola, foram conduzidos dois experimentos com aplicações de fungicidas diferentes: no primeiro experimento aplicou-se fungicida para controle apenas das doenças de final de ciclo (DFC), enquanto que no segundo experimento, foi aplicado fungicida com princípios ativos para o controle tanto das DFC quanto da FAS. Nos experimentos com controle de DFC e FAS houve tendência de médias maiores para PG e PCS. A metodologia do contraste de reações das plantas a fungicidas distintos foi eficiente em estimar o efeito ferrugem e a reação de cada genótipo a FAS. A pressão do fungo da FAS sobre as progênies variou entre os anos agrícolas, tendo sido maior em 2009-10. O local Anhumas destacou-se entre os demais, possibilitando altas médias de produtividade de grãos (PG) em todos os anos agrícolas avaliados. Este ambiente também mostrou-se apropriado para estimar o efeito ferrugem. Os genitores 1 (USP 04-18.032) e 5 (USP 11-38) foram os que originaram as progênies mais precoces e os genitores 3 (USP 97-08.135) e 10 (USP 191-104-11) as progênies mais tardias. Os genitores 8 (USP 191-102-03) e 10 (USP 191-104-11) foram os que mais contribuíram para elevadas médias de PG e peso de cem sementes (PCS). Já o genitor 4 (BUSP 16-015) destacou-se na média de PG, além de ter apresentado valor alto de capacidade média de combinação para PG, na média dos três anos agrícolas. O cruzamento 7x10 (USP 14-06-20 x USP 191-104-11) destacou-se originando o maior número de progênies com desempenho superior em PG e tolerância a FAS. Por outro lado, os genitores 1 (USP 04-18.032), 3 (USP 97-08.135) e 9 (USP 191-103-12) foram os que menos contribuíram para a geração de progênies com alta PG. Houve variação entre as progênies dentro de cruzamentos para as estimativas dos parâmetros de adaptabilidade e estabilidade fenotípica. Consequentemente, as progênies 231- 2224-12 (6x8 = USP 97-10.046 x USP 191-102-03), 231-6127-06 (1x8 = USP 04- 18.032 x USP 191-102-03) e 231-1120-08 (7x10 = USP 14-06-20 x USP 191-104-11) foram as mais indicadas para a seleção recorrente para tolerância a FAS. / The Asian soybean rust (FAS) was reported for the first time in Brazil in 2000/2001 and has since caused considerable damage to soybean crops. The use of genetically resistant cultivars is a key component of an integrated program to control this disease. In the researches has been found many difficulties because the fungus Phakopsora pachyrhizi shows great variability in pathogenicity and the small number of sources of resistance that are available has no adaptability to Brazilian environmental conditions. The overall objective of this study was to evaluate the performance of experimental soybean lines derived from crosses among soybean rust tolerant parents, in order to increase the horizontal resistance (tolerance). The experiments were conducted during the crop years 2008-09, 2009-10 and 2010-11, in three experimental stations (Anhumas, Areão and ESALQ), areas belonging to the College of Agriculture \"Luiz de Queiroz\" and located within the municipality of Piracicaba, State of São Paulo, Brazil. The experiments with progenies in generations F2:4, F2:5 and F2:6 were designed in augmented block of Federer, with each experiment divided into sets with common checks. In order to estimate the effect of FAS and the level of tolerance of each genotype to FAS, in each location and crop year, there was conducted two experiments with applications of different fungicides: in the first experiment was applied one fungicide for controlling only the soybean late season leaf diseases (DFC), while in the second experiment were applied one fungicides with active principles for controlling DFC as well as FAS. In the experiments with control of DFC and FAS there was tendency of superior means for PG and PCS. The methodology of contrasting the plant reactions to different fungicides was effective for estimating the effect of FAS and the level of tolerance of each genotype to FAS. The pressure of the fungal FAS on progenies ranged among crop years, being highest in 2009-10. The location Anhumas stood out among the rest, enabling high average seed yield (PG) in all evaluated crop years; this environment also proved to be suitable for estimating the rust effect. The parents 1 (USP 04-18032) and 5 (USP 11-38) were those that originated the earliest progenies and parents 3 (USP 97-08135) and 10 (USP 191-104-11) the later progenies. The parents 8 (USP 191-102-03) and 10 (USP 191-104-11) were the main contributors to higher average PG and one hundred seed weight (PSC). However, the parent 4 ( BUSP 16-015 ) exceeded for PG, besides also have presented high value of average combining ability for PG, in average of the three crop years. The cross 7x10 (USP 14-06-20 x USP 191-104-11) stood out by originating the highest number of progenies with superior performance in PG and tolerance to FAS. On the other hand, the parents 1 (USP 04-18 032), 3 (USP 97-08 135), and 9 (USP 191-103-12) have contributed with the smallest number of superior progenies in PG. There was variation among progenies within cross, for the estimates of adaptability and phenotypic stability parameters. Consequently, the progenies 231-2224-12 (6x8 = USP 97-10 046 x USP 191-102-03), 231-6127-06 (1x8 = USP 04-18 032 x USP 191- 102-03), and 231-1120 - 08 (7x10 = USP 14-06-20 x USP 191-104-11) were the most suitable for the utilization as parents in the recurrent selection for tolerance to FAS.