11 results on '"Grando, S."'
Search Results
2. Some vocabulary and grammar for the analysis of multi-environment trials, as applied to the analysis of FPB and PPB trials
- Author
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van Eeuwijk, F.A., Cooper, M., DeLacy, I.H., Ceccarelli, S., and Grando, S.
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mixed models ,genotype ,genotype-milieu interactie ,selection ,variety trials ,plantenveredeling ,variance ,models ,Laboratorium voor Plantenveredeling ,rassenproeven ,plant breeding ,participation ,genetics ,patterns ,reml ,modellen ,participatie ,affecting grain-sorghum ,barley ,genotype environment interaction ,genetica ,PE&RC ,yield ,variety ,Plant Breeding - Abstract
For the improvement of genetic material suitable for on farm use under low-input conditions, participatory and formal plant breeding strategies are frequently presented as competing options. A common frame of reference to phrase mechanisms and purposes related to breeding strategies will facilitate clearer descriptions of similarities and differences between participatory plant breeding and formal plant breeding. In this paper an attempt is made to develop such a common framework by means of a statistically inspired language that acknowledges the importance of both on farm trials and research centre trials as sources of information for on farm genetic improvement. Key concepts are the genetic correlation between environments, and the heterogeneity of phenotypic and genetic variance over environments. Classic selection response theory is taken as the starting point for the comparison of selection trials (on farm and research centre) with respect to theexpected genetic improvement in a target environment (low-input farms). The variance-covariance parameters that form the input for selection responsecomparisons traditionally come from a mixed model fit to multi-environment trial data. In this paper we propose a recently developed class of mixed models, namely multiplicative mixed models, also called factor-analytic models, for modelling genetic variances and covariances (correlations). Mixed multiplicative models allow genetic variances and covariances to be dependent on quantitative descriptors of the environment, and confer a high flexibility in the choice of variance-covariance structure, without requiring the estimation of a prohibitively high number of parameters. As a result detailed considerations regarding selection response comparisons are facilitated. The statistical machinery involved is illustrated on an example data set consisting of barley trials from the International Center for Agricultural Research in the Dry Areas (ICARDA). Analysis of the example data showed that participatory plant breeding and formal plant breeding are better interpreted as providing complementary rather than competing information.
- Published
- 2001
3. First Experience on Participatory Barley Breeding in Algeria.
- Author
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Reguieg, M. M., Labdi, M., Benbelkacem, A., Hamou, M., Maatougui, M. E. H., Grando, S., and Ceccarelli, S.
- Subjects
BARLEY breeding ,PLANT breeding ,GENOTYPE-environment interaction ,KERNEL functions ,PLANT physiology - Abstract
Participatory plant breeding was introduced in Algeria in 2005–2006 with the full collaboration and support of the Ministry of Agriculture. This paper describes the methodology used in the first cycle of evaluation and selection with barley (Hordeum vulgarespp.vulgareL.), which lasted five years but in one year data were not collected because of a severe drought. The work was conducted on four farmers' fields and two research stations in Western Algeria. There were large genotype x locations and genotype x years within locations interactions, and differences in farmers preferences. Of particular relevance were the differences between farmers' selections at the research station and in their own fields. This confirms that centralized-participatory selection (i.e., selection by farmers on a research station) is not a substitute for decentralized participatory selection. Farmers' selection criteria included plant height, earliness, 1,000-kernel weight, and spike numbers, with differences between locations. Farmers were able to identify high-yielding entries and were at least as efficient as the breeders. At the end of the first cycle, eight of the initial 75 entries were selected on the basis of performance and farmers' preferences. Seed of the selections has been distributed to farmers while the entries are submitted for formal release. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
4. SSR analysis of introgression of drought tolerance from the genome of Hordeum spontaneum into cultivated barley ( Hordeum vulgare ssp vulgare).
- Author
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Lakew, B., Henry, R., Eglinton, J., Baum, M., Ceccarelli, S., and Grando, S.
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DROUGHT tolerance ,PLANT genomes ,BARLEY ,CULTIVARS ,PLANT breeding ,MICROSATELLITE repeats ,PHYSIOLOGY - Abstract
Wild barley ( Hordeum vulgare ssp. spontaneum) and landraces are important sources of resistance to biotic and abiotic stresses since they possess wide genetic diversity that may be missing in current elite varieties. In this study, we evaluated a set of 57 barley introgression lines divided in groups depending on the expected levels of introgression (50, 25, and 12.5 %) from one Hordeum spontaneum accessions ( Hsp 41-1) and on those (50 and 25 %) from a second ( Hsp 41-5); in both cases the 25 % level was represented by two groups depending on the other parent. The two H. spontaneum accessions have been used as the best sources of drought tolerance in the ICARDA barley-breeding program. Graphical genotyping and genetic diversity analysis were used to examine the relative contribution of H. spontaneum and the extent of genetic differences among the 57 lines using 74 microsatellite markers that cover 941 cM of the barley genome. The average proportion of the genome containing H. spontaneum alleles in each group was of 44.5 %, group 1; 24.6 %, group 2; 21.6 %, group 3; 45.4 %, group 4; 19 %, group 5; 15.5 %, group 6 and 11.4 %, group 7. Introgression lines in group 1 and 4, with the highest observed introgression with Hsp 41-1 and Hsp 41-5, showed higher grain yield and better agronomic performance under field conditions in Breda and Khanaser, i.e., the two most stressed environments in which the groups were phenotyped, indicating the usefulness of using H. spontaneum as a source of chromosomal linkage blocks important for improved drought tolerance. However, more extensive genome coverage will be needed to identify the specific chromosomal regions associated with superior performance under extreme drought. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
5. Efficiency of farmers' selection in a participatory barley breeding programme in Jordan.
- Author
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Fufa, F., Grando, S., Kafawin, O., Shakhatreh, Y., and Ceccarelli, S.
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BARLEY , *PLANT breeding , *AGRICULTURAL productivity , *AGRICULTURAL scientists - Abstract
With 1 figure and 4 tables The study assessed farmers’ and breeders’ selection efficiencies in one cycle of selection in a participatory barley breeding program. The selectors were compared with each other for objectively measured agronomic traits and for their selection scores. Farmers’ scores were positively correlated with grain yield in all locations while breeders’ scores not always. The selection criteria of farmers varied with location; those in low-moisture areas selected for tall plants while those in high rainfall area for short. Breeders’ gave high scores to tall entries regardless of the selection environment. The results showed that in all locations farmers were at least as efficient as or, in most cases, more efficient than breeders in identifying high yielding genotypes with desirable traits for their specific environment indicating their competence in selection. Breeders appeared to select for their wide geographic mandate area while farmers focused on their specific locality. The finding indicates that decentralized participatory plant breeding is important to increase and stabilize productivity and maintain genetic diversity as each pocket area is occupied by the best and different genotypes. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
- View/download PDF
6. Changes in allele frequencies in landraces, old and modern barley cultivars of marker loci close to QTL for grain yield under high and low input conditions.
- Author
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Pswarayi, A., van Eeuwijk, F. A., Ceccarelli, S., Grando, S., Comadran, J. R., Russell, J., Pecchioni, N., Tondelli, A., Akar, T., Al-Yassin, A., Benbelkacem, A., Ouabbou, H., Thomas, W. T. B., and Romagosa, I.
- Subjects
CULTIVARS ,BARLEY ,PLANT chromosomes ,PLANT breeding - Abstract
Changes in alleles frequencies of marker loci linked to yield quantitative trait loci (QTL) were studied in 188 barley entries (landraces, old and modern cultivars) grown in six trials representing low and high yielding conditions in Spain (2004) and Syria (2004, 2005). A genome wise association analysis was performed per trial, using 811 DArT
® markers of known map position. At the first stage of analysis, spatially adjusted genotypic means were created per trial by fitting mixed models. At the second stage, single QTL models were fitted with correction for population substructure, using regression models. Finally, multiple QTL models were constructed by backward selection from a regression model containing all significant markers from the single QTL analyses. In addition to the association analyses per trial, genotype by environment interaction was investigated across the six trials. Landraces seemed best adapted to low yielding environments, while old and modern entries adapted better to high yielding environments. The number of QTL and the magnitude of their effects were comparable for low and high input conditions. However, none of the QTL were found within a given bin at any chromosome in more than two of the six trials. Changes in allele frequencies of marker loci close to QTL for grain yield in landraces, old and modern barley cultivars could be attributed to selection exercised in breeding, suggesting that modern breeding may have increased frequencies of marker alleles close to QTL that favour production particularly under high yield potential environments. Moreover, these results also indicate that there may be scope for improving yield under low input systems, as breeding so far has hardly changed allele frequencies at marker loci close to QTL for low yielding conditions. [ABSTRACT FROM AUTHOR]- Published
- 2008
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- View/download PDF
7. Consequences of a decentralized participatory barley breeding programme on changes in SSR allele frequency and diversity in one cycle of selection.
- Author
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Fufa, F., Baum, M., Grando, S., Kafawin, O., and Ceccarelli, S.
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PLANT breeding ,BARLEY ,FARMERS ,PLANT breeders ,PLANT germplasm ,PLANT genetics - Abstract
Changes in allele type, allele frequency and genetic diversity because of selection by individual farmers and breeders were assessed using simple sequence repeats (SSRs) during one cycle of selection in a decentralized participatory barley breeding programme. Selection by both breeders and farmers resulted in the loss of a number of alleles in the majority of the locations, with more alleles lost in the heterogeneous breeding materials than in the fixed genotypes, indicating selection against undesirable traits uncovered in the heterogeneous breeding materials that are presumably linked to SSR alleles. After selection, significant allelic frequency changes were observed at several loci in both the germplasm groups. As the selection was conducted independently in each location, an allele had a chance of being selected in more than one location, and therefore considering the whole study area the allelic composition and diversity of the original genetic materials was maintained after the selection. The study showed the importance of decentralized participatory plant breeding in maintaining genetic diversity that helps stabilize and sustain production in unpredictable production conditions. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
8. The cost of participatory barley breeding.
- Author
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Mangione, D., Senni, S., Puccioni, M., Grando, S., and Ceccarelli, S.
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PLANT breeding ,BARLEY genetics ,AGRICULTURAL technology ,POLLEN management ,FARMERS ,HORDEUM ,AGRICULTURE - Abstract
Farmer participation in agricultural research is increasingly seen as a powerful methodology to increase the relevance of technologies developed to benefit farmers' communities. In plant breeding, farmer participation is considered as a way to increase the probability of adoption of new varieties. However, the higher expected cost of participatory plant breeding (PPB) is seen as one of the main obstacles to its wider adoption. This paper addresses the issue of the different costs to an Institution of running a PPB program or a nonparticipatory program and uses the barley-breeding program at the International Center for Agricultural Research in the Dry Areas (ICARDA) as a case study. Observations and data collection were carried out during one full cropping season on the cost of the three main components of the breeding program, i.e. the management of the field trials (land and seedbed preparation, planting, fertilizer application, weed control, harvesting, and seed threshing, cleaning, treating and packaging), the travel to farmers' fields or to the research sites, and the human resources (scientists, technical staff, local workers and farmers) involved in breeding activities. We compared two options for the centralized-nonparticipatory breeding program, differing in the number of sites (8 and 16) used for the on-farm trials, with 160 options for the decentralized-participatory breeding program, differing in the combination of number of sites (from 4 to 16) and number of trials per site (from 1 to 10). The results show that in both decentralized participatory and centralized-non-participatory plant breeding the cost of managing the field trials is the highest followed by the cost of human resources and that of travel: the contribution of each component to the total cost varies with the various options and the various combinations of the number of sites and of farmers. The comparison of the aggregated costs indicates that in the case of the ICARDA' barley-breeding program there are no relevant differences between the participatory and the non-participatory plant breeding programs. This is largely associated with the fact that the decentralized-participatory breeding program reaches the same level of development of the breeding material 3 years earlier than the centralized- non-participatory breeding program. Depending on the type of centralized-breeding program and on the combination of number of sites and number of farmers per site in the participatory program, the aggregated costs of the participatory program are lower than those of the centralized-breeding program by between 5 and 28%. At the same level of cost of the centralized program, the model of participatory program used in this study generates more information due to the use of more trials at each site. This improves selection efficiency and provides an analytical tool to optimize the number of sites and of farmers per site. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
9. Heterosis and mixing effects in barley under drought stress.
- Author
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Einfeldt, C. H. P., Ceccarelli, S., Grando, S., Gland-Zwerger, A., and Geiger, H. H.
- Subjects
HETEROSIS ,BARLEY ,DROUGHTS ,PLANT breeding ,PLANT genetics - Abstract
Yield stability is one of the main breeding objectives in breeding for stress environments, such as the semi-arid areas of Syria. The objectives of this study were to measure the effects of heterogeneity and heterozygosity on yield and yield stability by comparing doubled haploid lines (DHL) in mixed vs. pure stand (influence of heterogeneity) and F
2 populations vs. corresponding DHL mixtures (influence of heterozygosity). Six barley lines from two gene pools (LR = landraces, EL = experimental lines) were used to produce nine crosses (two LR × LR, three EL × EL, four LR × EL). The F2 generation and eight DHL per cross were produced from each cross. The six parental DHL, nine F2 populations, nine 8-line mixtures and 72 DHL in pure stands were tested in five environments under drought stress in north Syria. The mean superiority of F2 populations over DHL mixtures for yield traits across environments and cross combinations ranged between 7.5 and 10%. The effect of heterogeneity was small throughout. For grain yield, harvest index, 1000-grain weight and plant height significant interactions between heterozygosity levels and environments were observed. The effect of heterozygosity for grain yield increased substantially from −1.2% in the highest-yielding environment to 45.6% in the most stressful environment. Interactions between levels of heterozygosity and cross combinations were significant for most traits. F2 populations were considerably more stable than DHL in pure stands, yet not as stable as DHL mixtures. It is concluded that heterozygosity is more important than heterogeneity in breeding for improved yield and yield stability under drought stress. [ABSTRACT FROM AUTHOR]- Published
- 2005
- Full Text
- View/download PDF
10. A methodological study on participatory barley breeding II. Response to selection.
- Author
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Ceccarelli, S., Grando, S., Singh, M., Michael, M., Shikho, A., Al Issa, M., Al Saleh, A., Kaleonjy, G., Al Ghanem, S.M., Al Hasan, A.L., Dalla, H., Basha, S., and Basha, T.
- Subjects
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BARLEY , *PLANT breeding , *FARMERS , *PARTICIPATION , *SELECTION (Plant breeding) , *CROP yields , *AGRICULTURAL productivity - Abstract
Farmer participation is increasingly seen as a key to develop technologies which are more relevant to farmers' communities. In plant breeding, farmer participation is seen as key to increase the probability of adoption of new varieties. This paper addresses the issue of selection efficiency in participatory plant breeding by testing the effect of selection environment and of who did the selection in one cropping season (1997) on the performance of the selected lines in the following cropping season (1998). Selection environment had a larger effect on response to selection than who did the selection, confirming the importance of decentralized selection. Selections made by the breeder and the farmers in 1997, differed in 1998 for a number of traits, but seldom for grain yield. When the difference for grain yield was significant, breeder's selection was more effective on station, while farmers' selection was more effective in farmers' fields. The results of this study indicate that it is possible to organize a plant breeding program with the objective of adapting crops to a multitude of both physical and socio-economic environments: such a breeding program will, at the same time, increase productivity and stability, enhance biodiversity and produce environmentally friendly cultivars. [ABSTRACT FROM AUTHOR]
- Published
- 2003
- Full Text
- View/download PDF
11. Evaluation of floral characteristics of barley in the semi-arid climate of north Syria.
- Author
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Abdel-Ghani, A. H., Parzies, H. K., Ceccarelli, S., Grando, S., and Geiger, H. H.
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BARLEY ,PLANT genetics ,PLANT breeding - Abstract
Abstract Previous studies have revealed that, in areas affected by severe drought, yielding ability and stability of barley (Hordeum vulgare L.) could be improved by increasing the level of heterozygosity. One possible approach to increase the heterozygosity level is to improve the outcrossing rate. In view of that, the genetic variability and phenotypic correlation coefficients involving four floral traits related to outcrossing behaviour were investigated in 274 drought adapted barley lines from the International Center for Agricultural Research in the Dry Areas (ICARDA's) current breeding programme. A significant quantitative variation existed in anther length and width, stigma length, and anther extrusion, which indicate that selection for these traits may be effective. Anther extrusion showed weak but highly significant positive correlations with anther and stigma length. Somewhat higher positive correlations were found between anther and stigma length. The results indicate that selection for high anther extrusion and longer anthers and stigmata may increase outcrossing in cultivated barley and consequently improve yielding ability through enhanced heterozygosity. [ABSTRACT FROM AUTHOR]
- Published
- 2003
- Full Text
- View/download PDF
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