DEVELOPMENT OF ROYAL PAULOWNIA (Paulownia tomentosa Steud.) in vitro SHOOT CULTURES UNDER THE INFLUENCE OF DIFFERENT SACCHARIDES
|
|
- Magdalena Szulc
- 8 lat temu
- Przeglądów:
Transkrypt
1 Acta Sci. Pol., Hortorum Cultus 11(2) 2012, 3-13 DEVELOPMENT OF ROYAL PAULOWNIA (Paulownia tomentosa Steud.) in vitro SHOOT CULTURES UNDER THE INFLUENCE OF DIFFERENT SACCHARIDES Wojciech Litwi czuk, Edyta Bochnia University of Rzeszów Abstract The influence of chosen saccharides on the growth and development of the in vitro shoot cultures of Paulownia tomentosa valuable and multi-purpose tree species. The mainly sucrose (10 50 g dm -3 ), glucose and fructose (15.8 and 30 g dm -3 ) were tested in three subsequent passages. Then the usefulness of saccharides in different applications of in vitro cultures was assessed. The basic MS medium supplemented with BA (1 mg dm -3 ), NAA (0.1 mg dm -3 ), and GA 3 (0.1 mg dm -3 ) was used. Saccharides in tested concentrations influenced development of in vitro cultures. Proliferation of axillary shoots remained comparable whereas the development of adventitious shoots significantly and the frequency of vitrification decreased while the concentration of sucrose increased from 20 to 40 g dm -3. Glucose (15.8 g dm -3 ) stimulated both proliferation and elongation of axillary shoots. Sucrose (10 g dm -3 ), and fructose (15.8 g dm -3 ) favoured development of adventitious shoots and vitrification of cultures. The media supplemented with sucrose (30 40 g dm -3 ) or glucose (15.8 g dm -3 ) may be recommended for micropropagation of true-to-type plants, whereas sucrose (50 g dm -3 ), and fructose (15.8 g dm -3 ) for long term storage, and plant breeding, respectively. Key words: empress tree, micropropagation, axillary shoots, adventitious shoots, sucrose, glucose, fructose INTRODUCTION Paulownia tomentosa Steud. (royal paulownia, empress or princess tree) is species native to China. Nowadays risen in popularity, paulownia is grown in many countries including U.S.A western and south Europe not only as ornamental tree but also multipurpose species used among others as medicinal plant, source of renewable energy as well for reforestration and reclamation of mine sites [Rao et al. 1996, Ozaslan et al. Corresponding author Adres do korespondencji: Wojciech Litwi czuk, The Chair of Plant Physiology and Biotechnology, Faculty of Biology and Agriculture, University of Rzeszów, 2 wikli skiej St., Rzeszów, Poland, tel.: (+48) , wlitw@univ.rzeszow.pl
2 4 W. Litwi czuk, E. Bochnia 2005, Barton et al. 2007]. Paulownias could be propagated by seeds and root cuttings [Rao et al. 1996, Ozaslan et al. 2005]. Each method, as in the cases of the other species, has well-known advantages and disadvantages. The micropropagation seems to be a prospective method of mass-production of valuable cultivars. Some authors have already reported the method of paulownia micropropagation. It s generally based on multiplication of shoot explants on MS medium supplemented with BA a) b) c) d) Fig. 1. Some disadvantages of in vitro culture of paulownia: a) excessive callus growth at the base of explants what weaken axillary shoot proliferation; b) adventitious shoots developed on callus at the explant base; c) explant pushed out the medium by emerging leaves; d) big leaves make difficult observation of cultures Ryc. 1. Wybrane wady kultur in vitro paulowni: a) nadmierny wzrost kalusa u podstawy eksplantatu, co hamuje proliferacj p dów k towych; b) p dy przybyszowe powsta e na kalusie u podstawy eksplantatu; c) eksplantat wypchni ty z po ywki przez rozrastaj ce si li cie; d) du e li cie utrudniaj obserwacj kultur Acta Sci. Pol.
3 Development of royal paulownia (Paulownia tomentosa Steud.) in vitro shoot cultures... 5 ( mg dm -3 ), NAA, IAA or IBA and GA 3 (all at 0.1 mg dm -3 ) [Marcotrigiano and Stimart 1983, Rao et al. 1996, Kumar et al. 1998, Ipekci et al. 2001, Rout et al. 2001, Ozaslan et al. 2005, Rajbahak and Sah 2010]. However, some negative effects of propagation in such conditions could be observed. Marcotrigiano and Stimart [1983] first mentioned excessive growth of callus at the base of explants, and development of adventitious shoots on callus. We encountered the same phenomena as well as symptoms of vitrification, and formation too large leaves which weaken axillary shoot proliferation and make difficult observation of cultures (fig. 1). The authors of available articles concerning micropropagation of paulownias used mainly media supplemented with sucrose (30 g dm -3 ) [Marcotrigiano and Stimart 1983, Rao et al. 1996, Kumar et al. 1998, Rout et al. 2001, Ipekci and Gozukirmizi 2003, Ozaslan et al. 2005, Rajbahak and Sah 2010]. The only Bergmann and Heung-Kyu [1997] and Taha et al. [2008] used sucrose in other concentration (20 and 25 g dm -3, respectively). However, they did not informed why they chose different doses of sucrose. Burger et al. [1985] and Ipekci et al. [2001] did not give what concentration of sucrose they used. It s well-known that the saccharides can modify development and quality of in vitro cultures of many species. However, to our best knowledge the influence of different saccharides on Paulownia sp. was not described. Therefore, the aim of the present study was to test chosen saccharides, and assess their usefulness in different applications of in vitro cultures of this species. MATERIAL AND METHODS The experiments were carried out on in vitro cultures of Paulownia tomentosa Steud. The influence of different saccharides was investigated through three subsequent one-month long subcultures. In the first experiment the sucrose in five concentrations (10 50 g dm -3 ) was tested. In the second one different saccharides were used. There were: glucose, fructose (15.8 and 30 g dm -3 ). The lower concentration of monosaccharides were the molar equivalent of sucrose (30 g dm -3 = 88 mm, control). The preliminary experiments concerning other saccharides: mannitol and sorbitol (16.04 and 30 g dm -3 ), galactose (15.8 g dm -3 ), maltose (30 g dm -3 ) were set also. They were carried out through the only one subculture as the obtained results were not promising. The basic MS medium [Murashige and Skoog 1962] supplemented with BA (1 mg dm -3 ), NAA, and GA 3 (0.1 mg dm -3 both), ph 5.7, solidified with Biocorp AB 12 agar (7.0 g dm -3 ), was applied. In the second experiment the agar concentration was increased to 8.0 g dm -3. Light was provided by cool white fluorescent lamps (OSRAM) at approximately 26 mol m -2 s -1 with a 16/8 hr day/night photoperiod. Temperature was set on 26ºC. Cultures were grown in vitro in glass jars (350 cm -3 ) with ventilated polypropylene twist lids, filled with medium (50 cm -3 ) and with 8 nodal explants (about 0.5 cm long and at least 2 nodes) of axillary origin per jar. In the second experiment the number of explants per jar was decreased to 5. Each treatment was represented by at least 4 jars. At the end of passage cultures were took out from jar and the number of axillary (AX) and adventitious (AD) shoots was determined. Then the ratio of AX shoots was calculated according to following formula: 100% number of AX shoots/number of shoots (both AX and AD ones).the length and width of the biggest Hortorum Cultus 11(2) 2012
4 6 W. Litwi czuk, E. Bochnia leaf blade and the size of callus as well as number of cultures developed exclusively AX shoots and number of vitrified cultures were recorded also. Collected data were subjected to an ANOVA, LSD mean separation test at = 0.05 and analysis of regression (first experiment) using Statistica 9.0 or Statgraphics Centurion XVI computer software. Data presented as percentage were analyzed after arcsin transformation (ratio of AX shoots) or subjected to test on difference between two proportions (number of cultures developed exclusively AX shoots, number of vitrified cultures). Cluster analysis based on Ward s method and Euclidean distance was used to evaluate similarity of cultures grown on modified media. It was based on specified traits: number of axillary shoots (3 14 mm), number of axillary shoots (> 15 mm), number of cultures which developed exclusively axillary shoots, number of adventitious shoots (3 14 mm), number of adventitious shoots (> 15 mm), width of leaf blade, length of leaf blade, diameter of callus, and number of vitrified cultures. RESULTS Sucrose influenced development of shoot in vitro cultures of paulownia. In general, cluster analysis revealed that the reaction of cultures on sucrose given in lower concentrations doses (10 and 20 g dm -3 ) was quite different than on the other treatments (fig. 2). The reaction of cultures on sucrose (40 g dm -3 ) was close to control (30 g dm -3 ). S 10 S 20 S 30 S 40 S Euclidean distance/odleg o ci euklidesowe [% max D] S 10, S 20, S 30, S 40, S 50 media supplemented with sucrose (10, 20, 30, 40, 50 g dm -3, respectively. S 10, S 20, S 30, S 40, S 50 po ywki z dodatkiem sacharozy, odpowiednio w st eniu 10, 20, 30, 40, 50 g dm -3. Fig. 2. Similarity of development of paulownia in vitro cultures on media supplemented with different doses of sucrose Ryc. 2. Podobie stwo rozwoju kultur in vitro paulowni na po ywkach z dodatkiem ró nych dawek sacharozy Acta Sci. Pol.
5 Development of royal paulownia (Paulownia tomentosa Steud.) in vitro shoot cultures... 7 Proliferation of axillary shoots was significantly weakened on the media supplemented with sucrose in the highest and lowest doses while compared to other treatments (tab. 1). However, production of long axillary shoots was highest in the presence of sucrose in doses of g dm -3, and lowest in the case of highest concentration. In general, the development of adventitious shoots decreased along with rising sucrose concentration (tab. 1, 2). The frequency of cultures, which developed the only axillary shoots increased in such conditions also. The size of leaves depended on sucrose concentration. They were smaller on media augmented with extreme doses of sucrose in comparison to intermediate (20 40 g dm -3 ) ones. The growth of callus became more intense towards the sucrose concentration close to 30 g dm -3, then slowed down and stabilized (tab. 1, 2). The vitrification of cultures was strongly suppressed while sucrose in doses higher than 30 g dm -3 was applied (tab. 1). Table 1. Development of paulownia in vitro cultures depending on the concentration of sucrose Tabela 1. Rozwój kultur in vitro paulowni w zale no ci od st enia sacharozy Analysed traits Analizowane cechy Number of axillary shoots (3 14 mm) Liczba p dów k towych (3 14 mm) Number of axillary shoots (> 15 mm) Liczba p dów k towych (> 15 mm) Total number of axillary shoots (> 3 mm) czna liczba p dów k towych (> 3 mm) Number of adventitious shoots (3 14 mm) Liczba p dów przybyszowych (3 14 mm) Number of adventitious shoots (> 15 mm) Liczba p dów przybyszowych (> 15 mm) Total number of adventitious shoots czna liczba p dów przybyszowych Total number of shoots czna liczba p dów Ratio of axillary shoots in culture b, % Udzia p dów k towych w kulturze, % Number of cultures which developed exclusively axillary shoots, % Liczba kultur zawieraj cych wy cznie p dy k towe, % Width of leaf blade, mm Szeroko blaszki li ciowej, mm Length of leaf blade, mm D ugo blaszki li ciowej, mm Diameter of callus, mm rednica kalusa, mm Number of vitrified cultures, % Liczba szklistych kultur, % Concentration of sucrose, g dm -3 St enie sacharozy, g dm control a a 2.5 a 2.6 a 2.8 a 2.6 a 1.0 b 1.6 c 1.5 c 1.2 b 0.3 a 3.4 a 4.1 b 4.2 b 4.1 b 2.9 a 1.3 b 0.8 b 0.6 b 0.4 a 0.4 a 0.1 b 0.2 b 0.1 ab 0.1 ab 0.0 a 1.4 c 0.9 b 0.7 ab 0.5 a 0.4 a 4.9 b 5.0 b 4.9 b 4.5 b 3.4 a 72.8 a 84.2 b 88.7 bc 90.7 c 90.5 c 48.1 a 67.6 b 72.8 bc 80.6 c 80.4 c 4.8 b 6.6 c 7.3 c 7.1 c 3.7 a 6.6 b 8.4 c 9.0 c 9.2 c 5.7 a 5.1 a 8.8 b 13.7 d 11.8 c 11.7 c 41.7 c 31.2 b 3.5 a 8.7 a 2.1 a a different letters in the rows indicate significant differences among means for < 0.05; b with regard to total number of shoots a odmienne litery wskazuj na istotne ró nice przy < 0.05; b w stosunku do cznej liczby p dów Hortorum Cultus 11(2) 2012
6 8 W. Litwi czuk, E. Bochnia Table 2. Relationship among chosen traits of paulownia in vitro cultures and concentration of sucrose (results of regression analyses) Tabela 2. Zwi zek mi dzy wybranymi cechami kultur in vitro paulowni a st eniem sacharozy (wyniki analizy regresji) Analysed traits Analizowane cechy Number of axillary shoots (3 14 mm) Liczba p dów k towych (3 14 mm) Number of axillary shoots (> 15 mm) Liczba p dów k towych (> 15 mm) Total number of axillary shoots (> 3 mm) czna liczba p dów k towych (> 3 mm) Number of adventitious shoots (3 14 mm) Liczba p dów przybyszowych (3 14 mm) Number of adventitious shoots (> 15 mm) Liczba p dów przybyszowych (> 15 mm) Total number of adventitious shoots czna liczba p dów przybyszowych Total number of shoots czna liczba p dów Ratio of axillary shoots in culture, % Udzia p dów k towych w kulturze, % Number of cultures which developed exclusively axillary shoots, % Liczba kultur zawieraj cych wy cznie p dy k towe, % Width of leaf blade, mm Szeroko blaszki li ciowej, mm Length of leaf blade, mm D ugo blaszki li ciowej, mm Diameter of callus, mm rednica kalusa, mm Number of vitrified cultures, % Liczba szklistych kultur, % Linear model Model liniowy R 2 r xy SL nf ns nf ns nf ns y = exp( *ln(x)) 95.7% ** y = *x 76.5% * y = exp( *ln(x)) 96.4% ** ns y = exp( *ln(x)) 89.6% 0.96 ** y = exp( *ln(x)) 99.0% 0.99 ** nf ns nf ns y = exp( *ln(x)) 74.2% 0.89 * y = *x 74.1% * R 2 coefficient of determination; r xy correlation coefficient; SL significance level; nf not fitted; ns not significant; x concentration of sucrose R 2 wspó czynnik determinacji; r xy wspó czynnik korelacji; SL poziom istotno ci; nf brak dopasowania; ns brak istotno ci; x st enie sacharozy The kind of saccharide and its concentration strongly influenced development of shoot in vitro cultures of paulownia. Cluster analysis revealed that the reaction of cultures on fructose (15.8 g dm -3 ) was distinctly different than on other treatments (fig. 3). The development of cultures grown on medium supplemented with glucose 15.8 g dm -3 was most similar to control (sucrose 30 g dm -3 ). Reaction of cultures on monosaccharides given in higher molar doses was comparable as well (fig. 3). Glucose and fructose in higher concentration significantly suppressed both proliferation and elongation of axillary shoots (tab. 3). The significant differences in axillary shoot production on media supplemented with such compounds in lower concentration and sucrose were not confirmed. However, glucose (15.8 g dm -3 ) improved the elongation of axillary shoots (tab. 3). The development of adventitious shoots was similar for all treatments except Acta Sci. Pol.
7 Development of royal paulownia (Paulownia tomentosa Steud.) in vitro shoot cultures... 9 S 30.0 G 15.8 G 30.0 F 30.0 F Euclidean distance/odleg o ci euklidesowe [% D max] S 30.0, G 15.8, G 30.0, F 15.8, F 30.0 media supplemented with sucrose (30 g dm -3 ), glucose (15.8 and 30 g dm -3 ), and fructose (15.8 and 30 g dm -3 ), respectively. S 30.0, G 15.8, G 30.0, F 15.8, F 30.0 po ywki z dodatkiem sacharozy (30 g dm -3 ), glukozy (15.8 i 30 g dm -3 ) i fruktozy (15.8 i 30 g dm -3 ). Fig. 3. Similarity of development of paulownia in vitro cultures on media supplemented with different saccharides Ryc. 3. Podobie stwo rozwoju kultur in vitro paulowni na po ywkach z dodatkiem ró nych cukrów for fructose (15.8 g dm -3 ), which strongly stimulated such phenomenon. As a result the production of shoots (regardless of their origin) was the highest in such conditions whereas generally the lowest on media augmented with higher doses of fructose and glucose (tab. 3). In comparison to other cultures, explants treated with fructose (15.8 g dm -3 ) developed more often cultures consisted both of axillary and adventitious shoots. Cultures grown on media supplemented with sucrose or glucose (15.8 g dm -3 ) developed bigger leaves than the other ones (tab. 3). The formation of callus was much lower in the presence of fructose than sucrose and glucose. The vitrification of cultures was not observed on media supplemented with sucrose and fructose (30 g dm -3 ). Such phenomenon was clearly intensified in the case of application of fructose in lower dose (tab. 3). Cultures of paulownia didn t grow the presence of sorbitol (16.04 and 30 g dm -3 ) and galactose (15.8 g dm -3 ). Cultures fed on maltose (30 g dm -3 ) grew much slower than on media supplemented with sucrose, glucose, and fructose. All measured vegetative traits of cultures were visibly lessened whereas considerably more cultures were vitrified (data not presented). Cultures grew on media supplemented with mannitol (16.04 and 30 g dm -3 ) developed only very short axilarry shoots which looked as vitrified (details not presented). Hortorum Cultus 11(2) 2012
8 10 W. Litwi czuk, E. Bochnia Table 3. Development of paulownia in vitro cultures depending on the kind and concentration of saccharides Tabela 3. Rozwój kultur in vitro paulowni w zale no ci od rodzaju i st enia cukrów Analysed traits Analizowane cechy Number of axillary shoots (3 14 mm) Liczba p dów k towych (3 14 mm) Number of axillary shoots (> 15 mm) Liczba p dów k towych (> 15 mm) Total number of axillary shoots (> 3 mm) czna liczba p dów k towych (> 3 mm) Number of adventitious shoots (3 14 mm) Liczba p dów przybyszowych (3 14 mm) Number of adventitious shoots (> 15 mm) Liczba p dów przybyszowych (> 15 mm) Total number of adventitious shoots czna liczba p dów przybyszowych Total number of shoots czna liczba p dów Ratio of axillary shoots in culture, % Udzia p dów k towych w kulturze, % Number of cultures which developed exclusively axillary shoots, % Liczba kultur zawieraj cych wy cznie p dy k towe, % Width of leaf blade, mm Szeroko blaszki li ciowej, mm Length of leaf blade, mm D ugo blaszki li ciowej, mm Diameter of callus, mm rednica kalusa, mm Number of vitrified cultures, % Liczba szklistych kultur, % a explanations, see tab. 1; a obja nienia, patrz tab. 1 Kind and concentration of saccharide, g dm -3 Rodzaj i st enie cukru, g dm -3 glucose glucose fructose glukoza glukoza fruktoza (15.8) (30) (15.8) sucrose sacharoza (30) control fructose fruktoza (30) 3.4 a a 3.7 a 3.0 a 3.5 a 3.2 a 1.5 b 2.0 c 1.1 a 1.8 bc 1.1 a 4.9 ab 5.7 b 4.1 a 5.3 b 4.3 a 0.2 a 0.6 a 0.3 a 2.2 b 0.2 a 0.03 a 0.2 a 0.1 a 1.1 b 0.0 a 0.3 a 0.8 a 0.4 a 3.3 b 0.2 a 5.1 ab 6.5 b 4.5 a 8.6 c 4.5 a 96.8 b 91.9 b 92.9 b 75.5 a 95.9 b 90.6 b 83.0 b 77.5 b 52.8 a 85.7 b 10.3 b 10.0 b 7.5 a 7.5 a 5.7 a 12.7 c 12.6 c 9.9 ab 10.0 b 8.1 a 18.2 c 12.4 b 17.5 c 6.5 a 8.0 a 0.0 a 1.9 ab 2.0 ab 7.5 b 0.0 a Cluster analysis revealed close correlation between development of adventitious shoots and culture vitrification as well as between frequency of cultures composed from the only axillary shoots and callus size (fig. 4, 5). Such relationship was observed both for media supplemented with sucrose in different doses and for media augmented with various saccharides. It was also found that the size of leaves was related to elongation of axillary shoots (fig. 4, 5). However, such relation was slightly modified in two experiments. DISCUSSION The aim of the present study was to test the influence of chosen, often used saccharides on development of in vitro shoot cultures of Paulownia tomentosa. The authors of Acta Sci. Pol.
9 Development of royal paulownia (Paulownia tomentosa Steud.) in vitro shoot cultures available articles concerning micropropagation of paulownias used mainly media supplemented with sucrose (30 g dm -3 ) [Marcotrigiano and Stimart 1983, Rao et al. 1996, Kumar et al. 1998, Rout et al. 2001, Ipekci and Gozukirmizi 2003, Ozaslan et al. 2005, Rajbahak and Sah 2010]. In addition they didn t describe the phenomenon of occurrence of adventitious shoots which is common in cultures of many species [Boxus 1999, Litwi czuk and Wadas 2008]. Adventitious shoots are suspected to be the main source of somaclonal variation [De Klerk 1990] and therefore should be eliminated from micropropagation process. It s well-known and documented that saccharides can modify development and quality of in vitro cultures of many species [George et al. 2008]. The media of various compositions should be used to increase the effectiveness of in vitro techniques in plant propagation, germplasm preservation or breeding of new cultivars. Thus the second aim of the present study was to assess usefulness of tested saccharides in different applications of in vitro cultures of paulownia. short ax ax cult. callus size long ax leaf width leaf length short adv long adv vitrif Euclidean distance/odleg o ci euklidesowe [% D max ] short ax Number of axillary shoots (3 14 mm); long ax Number of axillary shoots (> 15 mm); ax cult. Number of cultures which developed exclusively axillary shoots [%]; short adv Number of adventitious shoots (3 14 mm); long adv Number of adventitious shoots (> 15 mm); leaf width Width of leaf blade [mm]; leaf length Length of leaf blade [mm]; callus size Diameter of callus [mm]; vitrif. Number of vitrified cultures [%] short ax liczba p dów k towych (3 14 mm); long ax liczba p dów k towych (> 15 mm); ax cult. liczba kultur zawieraj cych wy cznie p dy k towe [%]; short adv liczba p dów przybyszowych (3 14 mm); long adv liczba p dów przybyszowych (> 15 mm); leaf width szeroko blaszki li ciowej [mm]; leaf length d ugo blaszki li ciowej [mm]; callus size rednica kalusa [mm]; vitrif. liczba szklistych kultur [%] Fig. 4. Relationship among chosen traits of paulownia in vitro cultures grown on media supplemented with different doses of sucrose Ryc. 4. Zwi zek mi dzy wybranymi cechami kultur in vitro paulowni rosn cymi na po ywkach z dodatkiem ró nych dawek sacharozy Hortorum Cultus 11(2) 2012
10 12 W. Litwi czuk, E. Bochnia short ax long ax leaf width leaf length ax cult. callus size short adv long adv vitrif Euclidean distance/odleg o ci euklidesowe [% D max ] explanations, see fig. 4; a Legenda: obja nienia, patrz ryc. 4. Fig. 5. Relationship among chosen traits of paulownia in vitro cultures grown on media supplemented with different saccharides Ryc. 5. Zwi zek mi dzy wybranymi cechami kultur in vitro paulowni rosn cymi na po ywkach z dodatkiem ró nych ró nych cukrów The results of presented work proved that paulownia in vitro cultures, can utilize both sucrose and its components, as cultures of many other species [George et al. 2008]. However, it seems they cannot metabolize mannitol and sorbitol as could do some plants from Apiaceae, Rosaceae or Oleaceae. Sucrose influenced development of in vitro cultures. Interestingly in spite of the proliferation of axillary shoots in the presence of sucrose in g dm -3 doses remained comparable, the development of adventitious shoots significantly decreased (tab. 1, 2). The frequency of vitrification was lowered also. Thus the sucrose in g dm -3 concentration seems to be suitable for axillary shoot multiplication. The glucose (15.8 g dm -3 ) could also be used with this purpose. It should be recommended especially in the last subculture before rooting of shoots because it increases elongation of axillary shoots (tab. 3). It should make easier manipulation of such shoots and production of plantlets of improved size/quality. For long term storage of paulownia cultivars in vitro sucrose (50 g dm -3 ) should be recommended. In such condition cultures grew slower and were consisted mainly of axillary shoots (tab. 1). The adventitious shoots occured in low quantity, were much smaller and easy to distinguish from axillary ones. In addition, diminished leaf blades facilitated observation of cultures. In order to stimulate production of adventitious shoots, useful in plant breeding, sucrose (10 g dm -3 ) and fructose (15.8 g dm -3 ) could be applied. However, in the case of sucrose a lot of cultures were vitrified (tab. 1). As vitrified shoots are difficult to root, Acta Sci. Pol.
11 Development of royal paulownia (Paulownia tomentosa Steud.) in vitro shoot cultures and acclimatization in vivo, the application of fructose seems to be better solution. The close correlation between development of adventitious shoots and culture vitrification was revealed by cluster analysis (fig. 4, 5). Similar event was observed by Litwi czuk and Wadas [2008] in the case of highbush blueberry. It corresponds with statement of Gaspar et al. [1992] about epigenetic basis of phenomena created by in vitro conditions, as redifferentiation, rejuvenalization, habituation and vitrification. Surprisingly negative relationship between frequency of cultures composed from the only axillary shoots and callus size was also revealed by cluster analysis (fig. 4, 5). It is possible that fast growing callus loses its organogenetic ability. The growth of callus was closer related to proliferation of axillary than adventitious shoots. It seems moderate callus plays positive role, and stimulate growth of axillary shoots by increasing culture contact area of explants with the media and facilitate taking media components. Similar effect was found by Litwi czuk and Debergh [1995] in the case of cultures of white mulberry (Morus alba). Summerizing, the present work has proved that development and quality of paulownia in vitro cultures are modified by kind and concentration of saccharides in the medium. The media supplemented with sucrose (30 40 g dm -3 ) or glucose (15.8 g dm -3 ) may be recommended for micropropagation of true-to-type plants, whereas sucrose (50 g dm -3 ), and fructose (15.8 g dm -3 ) for long term storage, and plant breeding, respectively. CONCLUSIONS 1. In vitro cultures of Paulownia tomentosa can utilize sucrose and its components in contrast to mannitol and sorbitol. 2. Development and quality of paulownia in vitro cultures are modified by kind and concentration of saccharides in the medium. 3. Depending on the kind and concentration of saccharides in the medium in vitro cultures of paulownia consisted of various number of axillary and adventitious shoots. 4. Proliferation of axillary shoots was similar whereas the development of adventitious shoots and the frequency of vitrification significantly decreased while the concentration of sucrose increased from 20 to 40 g dm Glucose (15.8 g dm -3 ) stimulated both proliferation and elongation of axillary shoots. 6. The media supplemented with sucrose (30 40 g dm -3 ) or glucose (15.8 g dm -3 ) may be recommended for micropropagation of true-to-type plants. 7. For long term storage of paulownia in vitro cultures sucrose (50 g dm -3 ) should be advised as cultures grew slower and were consisted mainly of axillary shoots. 8. In order to stimulate production of adventitious shoots, useful in plant breeding, fructose (15.8 g dm -3 ) may be proposed. Hortorum Cultus 11(2) 2012
12 14 W. Litwi czuk, E. Bochnia REFERENCES Barton I.L., Nicholas I.D., Ecroyd C.E., Paulownia. The Forest Research Bull., 231, Bergmann B.A., Heung-Kyu M., In vitro adventitious shoot production in paulownia. Plant Cell Rep., 16, Boxus P., Micropropagation of strawberry via axillary shoot proliferation. [In:] Methods in Molecular Biology. Plant Cell Culture Protocols, R.D. Hall (ed.). Humana Press Inc., Totowa NJ, 111, Burger D.W., Liu L., Wu L., Rapid micropropagation of Paulownia tomentosa. HortScience, 20, De Klerk G.J., How to measure somaclonal variation. Acta Botanica Neerlandica, 39(2), Gaspar T., Kevers C., Crevecoeur M., Penel C., Foidart J.M., Greppin H, Habituation and Vitrification of Plants Cultured In Vitro: A Reciprocal Relationship. Wissenschaftlische Zeitschrift der Humboldt-Universitat zu Berlin. Reihe Mathematik, Naturwissenschaften, 41 (3), George E.F., Hall M.A., De Klerk G.J., Plant propagation by tissue culture. 3 rd Edition. The Backround. Springer, Ipekci Z., Altinkut A., Kazan K., Bajrovic K., Gozukirmizi N., High frequency plant regeneration from nodal explants of Paulownia elongata. Plant Biol., 3, Ipekci Z., Gozukirmizi N., Direct somatic embryogenesis and synthetic seed production from Paulownia elongata. Plant Cell Rep., 22, Kumar P.P., Rao C.D., Goh C.J., Influence of petiole and lamina on adventitious shoot initiation from leaf explants of Paulownia fortunei. Plant Cell Rep., 17, Litwi czuk W., Debergh P., Zale no pomi dzy wzrostem p dów i tkanki kalusowej kultur morwy bia ej (Morus alba L.) w wietle bada nad wykorzystaniem przez nie w gla oraz fosforu i azotu z po ywki. Mat. I Ogólnopol. Konf. Zastosowanie kultur in vitro w fizjologii ro linnej PAN w Krakowie, Litwi czuk W., Wadas M., Auxin-depended development and habituation of highbush blueberry (Vaccinium covilleanum But. et Pl.) 'Herbert' in vitro shoot cultures. Scientia Hort., 119, Marcotrigiano M., Stimart D. P., In vitro organogenesis and shoot proliferation of Paulownia tomentosa Steud. (Empress Tree). Plant Science Letters, 31 (2 3), Murashige T., Skoog F., A revised medium for the rapid growth and bioassays with tobacco tissue cultures. Physiologia Plant., 15, Ozaslan M., Can C., Aytekin T., Effect of explant source on in vitro propagation of Paulownia tomentosa Steud. Biotechnology Biolechnological Equipment, 19, Rajbahak S., Sah S.K., Micropropagation of Paulownia tomentosa through in vitro culture technique. St. Xavier's J. Sci., 2(1), Rao C. D., Goh C., Kumar P.P., High frequency adventitious shoot regeneration from excised leaves of Paulownia spp. cultured in vitro. Plants Cell Reports, 16, Rout G.R., Reddy G.M., Das P., Studies on in vitro clonal propagation of Paulownia tomentosa Steud. and evaluation of genetic fidelity through RAPD marker. Silvae Genetica, 50 (5 6), Taha L.S., Soad Ibrahim M.M., Farahat M.M., A micropropagation of Paulownia kowakamii through in vitro culture technique. Austral. J. Basis and Appl. Sci., 2(3), Acta Sci. Pol.
13 Development of royal paulownia (Paulownia tomentosa Steud.) in vitro shoot cultures ROZWÓJ P DOWYCH KULTUR in vitro PAULOWNI PUSZYSTEJ (Paulownia tomentosa Steud.) POD WP YWEM RÓ NYCH CUKRÓW Streszczenie. W pracy badano wp yw wybranych cukrów na wzrost i rozwój p dowych kultur in vitro paulowni puszystej (Paulownia tomentosa) warto ciowego gatunku drzewa o wielostronnym zastosowaniu. Przetestowano, a nast pnie okre lono przydatno kilku cukrów, g ównie sacharozy (10 50 g dm -3 ) oraz glukozy i fruktozy (15,8 i 30 g dm -3 ). Cukry by y sk adnikiem po ywki MS z dodatkiem BA (1 mg dm -3 ), NAA (0,1 mg dm -3 ) i GA 3 (0,1 mg dm -3 ). Sacharoza w rosn cym st eniu (20 40 g dm -3 ) nie oddzia ywa a wyra nie na proliferacj p dów k towych, podczas gdy ogranicza a istotnie rozwój p dów przybyszowych i wyst powanie szklisto ci. Glukoza (15,8 g dm -3 ) stymulowa a zarówno proliferacj, jak i elongacj p dów k towych. Sacharoza (10 g dm -3 ) i fruktoza (15,8 g dm -3 ) sprzyja y rozwojowi p dów przybyszowych i witryfikacji kultur. Po ywki z dodatkiem sacharozy (30 40 g dm -3 ) lub glukozy (15,8 g dm -3 ) mog by polecane do mikrorozmna ania ro lin, podczas gdy sacharoza (50 g dm -3 ) i fruktoza (15,8 g dm -3 ) odpowiednio do kolekcjonowania kultur in vitro i hodowli twórczej z wykorzystaniem technik opartych na p dach przybyszowych. S owa kluczowe: mikrorozmna anie, p dy k towe, p dy przybyszowe, sacharoza, glukoza, fruktoza Accepted for print Zaakceptowano do druku: Hortorum Cultus 11(2) 2012
Cracow University of Economics Poland. Overview. Sources of Real GDP per Capita Growth: Polish Regional-Macroeconomic Dimensions 2000-2005
Cracow University of Economics Sources of Real GDP per Capita Growth: Polish Regional-Macroeconomic Dimensions 2000-2005 - Key Note Speech - Presented by: Dr. David Clowes The Growth Research Unit CE Europe
Rozpoznawanie twarzy metodą PCA Michał Bereta 1. Testowanie statystycznej istotności różnic między jakością klasyfikatorów
Rozpoznawanie twarzy metodą PCA Michał Bereta www.michalbereta.pl 1. Testowanie statystycznej istotności różnic między jakością klasyfikatorów Wiemy, że możemy porównywad klasyfikatory np. za pomocą kroswalidacji.
ERASMUS + : Trail of extinct and active volcanoes, earthquakes through Europe. SURVEY TO STUDENTS.
ERASMUS + : Trail of extinct and active volcanoes, earthquakes through Europe. SURVEY TO STUDENTS. Strona 1 1. Please give one answer. I am: Students involved in project 69% 18 Student not involved in
THE INFLUENCE OF SELECTED FACTORS ON THE YIELD OF Allium moly L. BULBS. Jerzy Hetman, Halina Laskowska, Wojciech Durlak
Acta Sci. Pol., Hortorum Cultus 6(2) 2007, 23-27 THE INFLUENCE OF SELECTED FACTORS ON THE YIELD OF Allium moly L. BULBS Jerzy Hetman, Halina Laskowska, Wojciech Durlak Agricultural University in Lublin
IN VITRO STORAGE OF Hosta Tratt. CULTURES
Journal of Fruit and Ornamental Plant Research Vol. 16, 2008: 371-382 IN VITRO STORAGE OF Hosta Tratt. CULTURES M a ri a W itomska, Al e ksan d r a Łu k asz ew s k a a n d A nna T ys z k i ewi cz Department
Wojewodztwo Koszalinskie: Obiekty i walory krajoznawcze (Inwentaryzacja krajoznawcza Polski) (Polish Edition)
Wojewodztwo Koszalinskie: Obiekty i walory krajoznawcze (Inwentaryzacja krajoznawcza Polski) (Polish Edition) Robert Respondowski Click here if your download doesn"t start automatically Wojewodztwo Koszalinskie:
aforementioned device she also has to estimate the time when the patients need the infusion to be replaced and/or disconnected. Meanwhile, however, she must cope with many other tasks. If the department
Helena Boguta, klasa 8W, rok szkolny 2018/2019
Poniższy zbiór zadań został wykonany w ramach projektu Mazowiecki program stypendialny dla uczniów szczególnie uzdolnionych - najlepsza inwestycja w człowieka w roku szkolnym 2018/2019. Składają się na
THE INFLUENCE OF LIGHT QUALITY AND BA ON in vitro GROWTH AND DEVELOPMENT OF Gardenia jasminoides Ellis
Acta Sci. Pol., Hortorum Cultus 10(4) 2011, 65-73 THE INFLUENCE OF LIGHT QUALITY AND BA ON in vitro GROWTH AND DEVELOPMENT OF Gardenia jasminoides Ellis Danuta Kozak University of Life Sciences in Lublin
Zakopane, plan miasta: Skala ok. 1: = City map (Polish Edition)
Zakopane, plan miasta: Skala ok. 1:15 000 = City map (Polish Edition) Click here if your download doesn"t start automatically Zakopane, plan miasta: Skala ok. 1:15 000 = City map (Polish Edition) Zakopane,
MaPlan Sp. z O.O. Click here if your download doesn"t start automatically
Mierzeja Wislana, mapa turystyczna 1:50 000: Mikoszewo, Jantar, Stegna, Sztutowo, Katy Rybackie, Przebrno, Krynica Morska, Piaski, Frombork =... = Carte touristique (Polish Edition) MaPlan Sp. z O.O Click
Tychy, plan miasta: Skala 1: (Polish Edition)
Tychy, plan miasta: Skala 1:20 000 (Polish Edition) Poland) Przedsiebiorstwo Geodezyjno-Kartograficzne (Katowice Click here if your download doesn"t start automatically Tychy, plan miasta: Skala 1:20 000
Cracow University of Economics Poland
Cracow University of Economics Poland Sources of Real GDP per Capita Growth: Polish Regional-Macroeconomic Dimensions 2000-2005 - Keynote Speech - Presented by: Dr. David Clowes The Growth Research Unit,
Knovel Math: Jakość produktu
Knovel Math: Jakość produktu Knovel jest agregatorem materiałów pełnotekstowych dostępnych w formacie PDF i interaktywnym. Narzędzia interaktywne Knovel nie są stworzone wokół specjalnych algorytmów wymagających
Karpacz, plan miasta 1:10 000: Panorama Karkonoszy, mapa szlakow turystycznych (Polish Edition)
Karpacz, plan miasta 1:10 000: Panorama Karkonoszy, mapa szlakow turystycznych (Polish Edition) J Krupski Click here if your download doesn"t start automatically Karpacz, plan miasta 1:10 000: Panorama
Network Services for Spatial Data in European Geo-Portals and their Compliance with ISO and OGC Standards
INSPIRE Conference 2010 INSPIRE as a Framework for Cooperation Network Services for Spatial Data in European Geo-Portals and their Compliance with ISO and OGC Standards Elżbieta Bielecka Agnieszka Zwirowicz
Gdański Uniwersytet Medyczny Wydział Nauk o Zdrowiu z Oddziałem Pielęgniarstwa i Instytutem Medycyny Morskiej i Tropikalnej. Beata Wieczorek-Wójcik
Gdański Uniwersytet Medyczny Wydział Nauk o Zdrowiu z Oddziałem Pielęgniarstwa i Instytutem Medycyny Morskiej i Tropikalnej Beata Wieczorek-Wójcik Poziom obsad pielęgniarskich a częstość i rodzaj zdarzeń
European Crime Prevention Award (ECPA) Annex I - new version 2014
European Crime Prevention Award (ECPA) Annex I - new version 2014 Załącznik nr 1 General information (Informacje ogólne) 1. Please specify your country. (Kraj pochodzenia:) 2. Is this your country s ECPA
Machine Learning for Data Science (CS4786) Lecture 11. Spectral Embedding + Clustering
Machine Learning for Data Science (CS4786) Lecture 11 Spectral Embedding + Clustering MOTIVATING EXAMPLE What can you say from this network? MOTIVATING EXAMPLE How about now? THOUGHT EXPERIMENT For each
A N N A L E S U N I V E R S I T A T I S M A R I A E C U R I E - S K Ł O D O W S K A L U B L I N P O L O N I A
A N N A L E S U N I V E R S I T A T I S M A R I A E C U R I E - S K Ł O D O W S K A L U B L I N P O L O N I A VOL. XVIII (2) SECTIO EEE 2007 Instytut Rolin Ozdobnych i Architektury Krajobrazu Akademii
Hard-Margin Support Vector Machines
Hard-Margin Support Vector Machines aaacaxicbzdlssnafiyn9vbjlepk3ay2gicupasvu4iblxuaw2hjmuwn7ddjjmxm1bkcg1/fjqsvt76fo9/gazqfvn8y+pjpozw5vx8zkpvtfxmlhcwl5zxyqrm2vrg5zw3vxmsoezi4ogkr6phieky5crvvjhriqvdom9l2xxftevuwcekj3lktmhghgniauiyutvrwxtvme34a77kbvg73gtygpjsrfati1+xc8c84bvraowbf+uwnipyehcvmkjrdx46vlykhkgykm3ujjdhcyzqkxy0chur6ax5cbg+1m4bbjptjcubuz4kuhvjoql93hkin5hxtav5x6yyqopnsyuneey5ni4keqrxbar5wqaxbik00icyo/iveiyqqvjo1u4fgzj/8f9x67bzmxnurjzmijtlybwfgcdjgfdtajwgcf2dwaj7ac3g1ho1n4814n7wwjgjmf/ys8fenfycuzq==
Lek. Ewelina Anna Dziedzic. Wpływ niedoboru witaminy D3 na stopień zaawansowania miażdżycy tętnic wieńcowych.
Lek. Ewelina Anna Dziedzic Wpływ niedoboru witaminy D3 na stopień zaawansowania miażdżycy tętnic wieńcowych. Rozprawa na stopień naukowy doktora nauk medycznych Promotor: Prof. dr hab. n. med. Marek Dąbrowski
SSW1.1, HFW Fry #20, Zeno #25 Benchmark: Qtr.1. Fry #65, Zeno #67. like
SSW1.1, HFW Fry #20, Zeno #25 Benchmark: Qtr.1 I SSW1.1, HFW Fry #65, Zeno #67 Benchmark: Qtr.1 like SSW1.2, HFW Fry #47, Zeno #59 Benchmark: Qtr.1 do SSW1.2, HFW Fry #5, Zeno #4 Benchmark: Qtr.1 to SSW1.2,
NUTRITION STATUS OF GREENHOUSE TOMATO GROWN IN INERT MEDIA. Part II. MICROELEMENTS
Hortorum Cultus 2(2) 2003, 15-23 NUTRITION STATUS OF GREENHOUSE TOMATO GROWN IN INERT MEDIA. Part II. MICROELEMENTS Piotr Chohura, Andrzej Komosa Abstract. The effect of inert media and fertilization levels
www.irs.gov/form990. If "Yes," complete Schedule A Schedule B, Schedule of Contributors If "Yes," complete Schedule C, Part I If "Yes," complete Schedule C, Part II If "Yes," complete Schedule C, Part
Stargard Szczecinski i okolice (Polish Edition)
Stargard Szczecinski i okolice (Polish Edition) Janusz Leszek Jurkiewicz Click here if your download doesn"t start automatically Stargard Szczecinski i okolice (Polish Edition) Janusz Leszek Jurkiewicz
Weronika Mysliwiec, klasa 8W, rok szkolny 2018/2019
Poniższy zbiór zadań został wykonany w ramach projektu Mazowiecki program stypendialny dla uczniów szczególnie uzdolnionych - najlepsza inwestycja w człowieka w roku szkolnym 2018/2019. Tresci zadań rozwiązanych
Institutional Determinants of IncomeLevel Convergence in the European. Union: Are Institutions Responsible for Divergence Tendencies of Some
Institutional Determinants of IncomeLevel Convergence in the European Union: Are Institutions Responsible for Divergence Tendencies of Some Countries? Dr Mariusz Próchniak Katedra Ekonomii II, Szkoła Główna
Miedzy legenda a historia: Szlakiem piastowskim z Poznania do Gniezna (Biblioteka Kroniki Wielkopolski) (Polish Edition)
Miedzy legenda a historia: Szlakiem piastowskim z Poznania do Gniezna (Biblioteka Kroniki Wielkopolski) (Polish Edition) Piotr Maluskiewicz Click here if your download doesn"t start automatically Miedzy
Has the heat wave frequency or intensity changed in Poland since 1950?
Has the heat wave frequency or intensity changed in Poland since 1950? Joanna Wibig Department of Meteorology and Climatology, University of Lodz, Poland OUTLINE: Motivation Data Heat wave frequency measures
Is there a relationship between age and side dominance of tubal ectopic pregnancies? A preliminary report
Is there a relationship between age and side dominance of tubal ectopic pregnancies? A preliminary report Czy istnieje zależność pomiędzy wiekiem i stroną, po której umiejscawia się ciąża ektopowa jajowodowa?
Wojewodztwo Koszalinskie: Obiekty i walory krajoznawcze (Inwentaryzacja krajoznawcza Polski) (Polish Edition)
Wojewodztwo Koszalinskie: Obiekty i walory krajoznawcze (Inwentaryzacja krajoznawcza Polski) (Polish Edition) Robert Respondowski Click here if your download doesn"t start automatically Wojewodztwo Koszalinskie:
Katowice, plan miasta: Skala 1: = City map = Stadtplan (Polish Edition)
Katowice, plan miasta: Skala 1:20 000 = City map = Stadtplan (Polish Edition) Polskie Przedsiebiorstwo Wydawnictw Kartograficznych im. Eugeniusza Romera Click here if your download doesn"t start automatically
DOI: / /32/37
. 2015. 4 (32) 1:18 DOI: 10.17223/1998863 /32/37 -,,. - -. :,,,,., -, -.,.-.,.,.,. -., -,.,,., -, 70 80. (.,.,. ),, -,.,, -,, (1886 1980).,.,, (.,.,..), -, -,,,, ; -, - 346, -,.. :, -, -,,,,,.,,, -,,,
Akademia Morska w Szczecinie. Wydział Mechaniczny
Akademia Morska w Szczecinie Wydział Mechaniczny ROZPRAWA DOKTORSKA mgr inż. Marcin Kołodziejski Analiza metody obsługiwania zarządzanego niezawodnością pędników azymutalnych platformy pływającej Promotor:
Fig 5 Spectrograms of the original signal (top) extracted shaft-related GAD components (middle) and
Fig 4 Measured vibration signal (top). Blue original signal. Red component related to periodic excitation of resonances and noise. Green component related. Rotational speed profile used for experiment
Emilka szuka swojej gwiazdy / Emily Climbs (Emily, #2)
Emilka szuka swojej gwiazdy / Emily Climbs (Emily, #2) Click here if your download doesn"t start automatically Emilka szuka swojej gwiazdy / Emily Climbs (Emily, #2) Emilka szuka swojej gwiazdy / Emily
Ocena potrzeb pacjentów z zaburzeniami psychicznymi
Mikołaj Trizna Ocena potrzeb pacjentów z zaburzeniami psychicznymi przebywających na oddziałach psychiatrii sądowej Rozprawa na stopień doktora nauk medycznych Promotor: dr hab.n.med. Tomasz Adamowski,
Machine Learning for Data Science (CS4786) Lecture11. Random Projections & Canonical Correlation Analysis
Machine Learning for Data Science (CS4786) Lecture11 5 Random Projections & Canonical Correlation Analysis The Tall, THE FAT AND THE UGLY n X d The Tall, THE FAT AND THE UGLY d X > n X d n = n d d The
Streszczenie rozprawy doktorskiej
Doskonalenie pomiaru zawartości wody w produktach spożywczych z wykorzystaniem metody wagosuszarkowej bazującej na promieniowaniu IR mgr Sławomir Janas Streszczenie rozprawy doktorskiej Promotor pracy:
www.irs.gov/form990. If "Yes," complete Schedule A Schedule B, Schedule of Contributors If "Yes," complete Schedule C, Part I If "Yes," complete Schedule C, Part II If "Yes," complete Schedule C, Part
Marzec: food, advertising, shopping and services, verb patterns, adjectives and prepositions, complaints - writing
Wymagania na podstawie Podstawy programowej kształcenia ogólnego dla szkoły podstawowej język obcy oraz polecanego podręcznika New Matura Success Intermediate * Cele z podstawy programowej: rozumienie
Zarządzanie sieciami telekomunikacyjnymi
SNMP Protocol The Simple Network Management Protocol (SNMP) is an application layer protocol that facilitates the exchange of management information between network devices. It is part of the Transmission
ABOUT NEW EASTERN EUROPE BESTmQUARTERLYmJOURNAL
ABOUT NEW EASTERN EUROPE BESTmQUARTERLYmJOURNAL Formanminsidemlookmatmpoliticsxmculturexmsocietymandm economyminmthemregionmofmcentralmandmeasternm EuropexmtheremismnomothermsourcemlikemNew Eastern EuropeImSincemitsmlaunchminmPw--xmthemmagazinemhasm
Raport bieżący: 44/2018 Data: g. 21:03 Skrócona nazwa emitenta: SERINUS ENERGY plc
Raport bieżący: 44/2018 Data: 2018-05-23 g. 21:03 Skrócona nazwa emitenta: SERINUS ENERGY plc Temat: Zawiadomienie o zmianie udziału w ogólnej liczbie głosów w Serinus Energy plc Podstawa prawna: Inne
Wybrzeze Baltyku, mapa turystyczna 1: (Polish Edition)
Wybrzeze Baltyku, mapa turystyczna 1:50 000 (Polish Edition) Click here if your download doesn"t start automatically Wybrzeze Baltyku, mapa turystyczna 1:50 000 (Polish Edition) Wybrzeze Baltyku, mapa
Nauka Przyroda Technologie
Nauka Przyroda Technologie Dział: Ogrodnictwo ISSN 1897-7820 http://www.npt.up-poznan.net/tom1/zeszyt3/art_44.pdf Copyright Wydawnictwo Akademii Rolniczej im. Augusta Cieszkowskiego w Poznaniu 2007 Tom
Effect of cultivar on early yield of parsley grown from the late summer sowing
27 FOLIA HORTICULTURAE Ann. 16/2, 2004, 27-32 Effect of cultivar on early yield of parsley grown from the late summer sowing Robert Gruszecki Department of Vegetable and Medicinal Plants University of
TRANSPORT W RODZINNYCH GOSPODARSTWACH ROLNYCH
INŻYNIERIA W ROLNICTWIE. MONOGRAFIE 16 ENGINEERING IN AGRICULTURE. MONOGRAPHS 16 WIESŁAW GOLKA TRANSPORT W RODZINNYCH GOSPODARSTWACH ROLNYCH TRANSPORTATION IN RURAL FAMILY FARMS Falenty 2014 WYDAWNICTWO
Revenue Maximization. Sept. 25, 2018
Revenue Maximization Sept. 25, 2018 Goal So Far: Ideal Auctions Dominant-Strategy Incentive Compatible (DSIC) b i = v i is a dominant strategy u i 0 x is welfare-maximizing x and p run in polynomial time
Nauka Przyroda Technologie
Nauka Przyroda Technologie Dział: Ogrodnictwo ISSN 1897-7820 http://www.npt.up-poznan.net/tom1/zeszyt3/art_43.pdf Copyright Wydawnictwo Akademii Rolniczej im. Augusta Cieszkowskiego w Poznaniu 2007 Tom
The Overview of Civilian Applications of Airborne SAR Systems
The Overview of Civilian Applications of Airborne SAR Systems Maciej Smolarczyk, Piotr Samczyński Andrzej Gadoś, Maj Mordzonek Research and Development Department of PIT S.A. PART I WHAT DOES SAR MEAN?
Latent Dirichlet Allocation Models and their Evaluation IT for Practice 2016
Latent Dirichlet Allocation Models and their Evaluation IT for Practice 2016 Paweł Lula Cracow University of Economics, Poland pawel.lula@uek.krakow.pl Latent Dirichlet Allocation (LDA) Documents Latent
DUAL SIMILARITY OF VOLTAGE TO CURRENT AND CURRENT TO VOLTAGE TRANSFER FUNCTION OF HYBRID ACTIVE TWO- PORTS WITH CONVERSION
ELEKTRYKA 0 Zeszyt (9) Rok LX Andrzej KUKIEŁKA Politechnika Śląska w Gliwicach DUAL SIMILARITY OF VOLTAGE TO CURRENT AND CURRENT TO VOLTAGE TRANSFER FUNCTION OF HYBRID ACTIVE TWO- PORTS WITH CONVERSION
THE EFFECT OF PROHEXADIONE-CA ON SHOOT GROWTH AND CROPPING OF YOUNG APPLE TREES OF JONAGOLD CV.
Roczniki Akademii Rolniczej w Poznaniu CCCLXXXIII (2007) ALINA BASAK THE EFFECT OF PROHEXADIONE-CA ON SHOOT GROWTH AND CROPPING OF YOUNG APPLE TREES OF JONAGOLD CV. From Research Institute of Pomology
CENTRALNA PRZYCHODNIA REHABILITACYJNO- LECZNICZA POLSKIEGO ZWIĄZKU NIEWIDOMYCH w WARSZAWIE KRZYSZTOF STARZYK
CENTRALNA PRZYCHODNIA REHABILITACYJNO- LECZNICZA POLSKIEGO ZWIĄZKU NIEWIDOMYCH w WARSZAWIE KRZYSZTOF STARZYK OCENA JAKOŚCI ŻYCIA OSÓB SŁABOWIDZĄCYCH STOSUJĄCYCH POMOCE OPTYCZNE PROMOTOR: PROF. DR HAB.
Sargent Opens Sonairte Farmers' Market
Sargent Opens Sonairte Farmers' Market 31 March, 2008 1V8VIZSV7EVKIRX8(1MRMWXIVSJ7XEXIEXXLI(ITEVXQIRXSJ%KVMGYPXYVI *MWLIVMIWERH*SSHTIVJSVQIHXLISJJMGMEPSTIRMRKSJXLI7SREMVXI*EVQIVW 1EVOIXMR0E]XS[R'S1IEXL
EXAMPLES OF CABRI GEOMETRE II APPLICATION IN GEOMETRIC SCIENTIFIC RESEARCH
Anna BŁACH Centre of Geometry and Engineering Graphics Silesian University of Technology in Gliwice EXAMPLES OF CABRI GEOMETRE II APPLICATION IN GEOMETRIC SCIENTIFIC RESEARCH Introduction Computer techniques
Wojewodztwo Koszalinskie: Obiekty i walory krajoznawcze (Inwentaryzacja krajoznawcza Polski) (Polish Edition)
Wojewodztwo Koszalinskie: Obiekty i walory krajoznawcze (Inwentaryzacja krajoznawcza Polski) (Polish Edition) Robert Respondowski Click here if your download doesn"t start automatically Wojewodztwo Koszalinskie:
Proposal of thesis topic for mgr in. (MSE) programme in Telecommunications and Computer Science
Proposal of thesis topic for mgr in (MSE) programme 1 Topic: Monte Carlo Method used for a prognosis of a selected technological process 2 Supervisor: Dr in Małgorzata Langer 3 Auxiliary supervisor: 4
Charakterystyka kliniczna chorych na raka jelita grubego
Lek. Łukasz Głogowski Charakterystyka kliniczna chorych na raka jelita grubego Rozprawa na stopień doktora nauk medycznych Opiekun naukowy: Dr hab. n. med. Ewa Nowakowska-Zajdel Zakład Profilaktyki Chorób
Few-fermion thermometry
Few-fermion thermometry Phys. Rev. A 97, 063619 (2018) Tomasz Sowiński Institute of Physics of the Polish Academy of Sciences Co-authors: Marcin Płodzień Rafał Demkowicz-Dobrzański FEW-BODY PROBLEMS FewBody.ifpan.edu.pl
WPŁYW AUKSYN NA UKORZENIANIE MIKROSADZONEK I ADAPTACJ RO LIN Columnea hirta Klotzsch et Hanst. Cz. I. W KULTURZE IN VITRO
Acta Sci. Pol., Hortorum Cultus 3(2) 2004, 229-238 WPŁYW AUKSYN NA UKORZENIANIE MIKROSADZONEK I ADAPTACJ RO LIN Columnea hirta Klotzsch et Hanst. Cz. I. W KULTURZE IN VITRO Alicja wistowska, Danuta Kozak
OpenPoland.net API Documentation
OpenPoland.net API Documentation Release 1.0 Michał Gryczka July 11, 2014 Contents 1 REST API tokens: 3 1.1 How to get a token............................................ 3 2 REST API : search for assets
Installation of EuroCert software for qualified electronic signature
Installation of EuroCert software for qualified electronic signature for Microsoft Windows systems Warsaw 28.08.2019 Content 1. Downloading and running the software for the e-signature... 3 a) Installer
ARNOLD. EDUKACJA KULTURYSTY (POLSKA WERSJA JEZYKOWA) BY DOUGLAS KENT HALL
Read Online and Download Ebook ARNOLD. EDUKACJA KULTURYSTY (POLSKA WERSJA JEZYKOWA) BY DOUGLAS KENT HALL DOWNLOAD EBOOK : ARNOLD. EDUKACJA KULTURYSTY (POLSKA WERSJA Click link bellow and free register
PORTS AS LOGISTICS CENTERS FOR CONSTRUCTION AND OPERATION OF THE OFFSHORE WIND FARMS - CASE OF SASSNITZ
Part-financed by EU South Baltic Programme w w w. p t m e w. p l PROSPECTS OF THE OFFSHORE WIND ENERGY DEVELOPMENT IN POLAND - OFFSHORE WIND INDUSTRY IN THE COASTAL CITIES AND PORT AREAS PORTS AS LOGISTICS
SPIS TREŚCI / INDEX OGRÓD GARDEN WYPOSAŻENIE DOMU HOUSEHOLD PRZECHOWYWANIE WINA WINE STORAGE SKRZYNKI BOXES
KATALOG 2016 CATALOGUE 2016 SPIS TREŚCI / INDEX WYPOSAŻENIE DOMU HOUSEHOLD OGRÓD GARDEN PRZECHOWYWANIE WINA WINE STORAGE 31-38 21-30 4-20 SKRZYNKI BOXES 39-65 3 WYPOSAŻENIE DOMU HOUSEHOLD 4 WYPOSAŻENIE
Wydział Fizyki, Astronomii i Informatyki Stosowanej Uniwersytet Mikołaja Kopernika w Toruniu
IONS-14 / OPTO Meeting For Young Researchers 2013 Khet Tournament On 3-6 July 2013 at the Faculty of Physics, Astronomy and Informatics of Nicolaus Copernicus University in Torun (Poland) there were two
Analysis of Movie Profitability STAT 469 IN CLASS ANALYSIS #2
Analysis of Movie Profitability STAT 469 IN CLASS ANALYSIS #2 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
Regeneracja pędów z segmentów hypokotylowych lnianki siewnej Camelina sativa L. w kulturach in vitro
Tom XX Rośliny Oleiste 1999 Jolanta Zandecka-Dziubak, Tadeusz Łuczkiewicz Akademia Rolnicza w Poznaniu, Katedra Genetyki i Hodowli Roślin Regeneracja pędów z segmentów hypokotylowych lnianki siewnej Camelina
Poland) Wydawnictwo "Gea" (Warsaw. Click here if your download doesn"t start automatically
Suwalski Park Krajobrazowy i okolice 1:50 000, mapa turystyczno-krajoznawcza =: Suwalki Landscape Park, tourist map = Suwalki Naturpark,... narodowe i krajobrazowe) (Polish Edition) Click here if your
The Lorenz System and Chaos in Nonlinear DEs
The Lorenz System and Chaos in Nonlinear DEs April 30, 2019 Math 333 p. 71 in Chaos: Making a New Science by James Gleick Adding a dimension adds new possible layers of complexity in the phase space of
DM-ML, DM-FL. Auxiliary Equipment and Accessories. Damper Drives. Dimensions. Descritpion
DM-ML, DM-FL Descritpion DM-ML and DM-FL actuators are designed for driving round dampers and square multi-blade dampers. Example identification Product code: DM-FL-5-2 voltage Dimensions DM-ML-6 DM-ML-8
QUANTITATIVE AND QUALITATIVE CHARACTERISTICS OF FINGERPRINT BIOMETRIC TEMPLATES
ZESZYTY NAUKOWE POLITECHNIKI ŚLĄSKIEJ 2014 Seria: ORGANIZACJA I ZARZĄDZANIE z. 74 Nr kol. 1921 Adrian KAPCZYŃSKI Politechnika Śląska Instytut Ekonomii i Informatyki QUANTITATIVE AND QUALITATIVE CHARACTERISTICS
Chronotyp i struktura temperamentu jako predyktory zaburzeń nastroju i niskiej jakości snu wśród studentów medycyny
WYDZIAŁ LEKARSKI Chronotyp i struktura temperamentu jako predyktory zaburzeń nastroju i niskiej jakości snu wśród studentów medycyny Rozprawa na stopień doktora nauk medycznych lek. Łukasz Mokros Praca
PRELIMINARY ASSESSMENT OF THE QUALITY OF HERBHONEYS AND CHOKEBERRY SYRUPS USED FOR THEIR PRODUCTION
Scientific Journal of Gdynia Maritime University Zeszyty Naukowe Akademii Morskiej w Gdyni No. 101/2017, 73 80 ISSN 1644-1818 e-issn 2451-2486 PRELIMINARY ASSESSMENT OF THE QUALITY OF HERBHONEYS AND CHOKEBERRY
Equipment for ultrasound disintegration of sewage sludge disseminated within the Record Biomap project (Horizon 2020)
Research Coordination for a Low-Cost Biomethane Production at Small and Medium Scale Applications, akronim Record Biomap Equipment for ultrasound disintegration of sewage sludge disseminated within the
Presented by. Dr. Morten Middelfart, CTO
Meeting Big Data challenges in Leadership with Human-Computer Synergy. Presented by Dr. Morten Middelfart, CTO Big Data Data that exists in such large amounts or in such unstructured form that it is difficult
ROZPRAWY NR 128. Stanis³aw Mroziñski
UNIWERSYTET TECHNOLOGICZNO-PRZYRODNICZY IM. JANA I JÊDRZEJA ŒNIADECKICH W BYDGOSZCZY ROZPRAWY NR 128 Stanis³aw Mroziñski STABILIZACJA W ASNOŒCI CYKLICZNYCH METALI I JEJ WP YW NA TRWA OŒÆ ZMÊCZENIOW BYDGOSZCZ
Ocena wpływu nasilenia objawów zespołu nadpobudliwości psychoruchowej na masę ciała i BMI u dzieci i młodzieży
Ewa Racicka-Pawlukiewicz Ocena wpływu nasilenia objawów zespołu nadpobudliwości psychoruchowej na masę ciała i BMI u dzieci i młodzieży Rozprawa na stopień doktora nauk medycznych PROMOTOR: Dr hab. n.
deep learning for NLP (5 lectures)
TTIC 31210: Advanced Natural Language Processing Kevin Gimpel Spring 2019 Lecture 6: Finish Transformers; Sequence- to- Sequence Modeling and AJenKon 1 Roadmap intro (1 lecture) deep learning for NLP (5
DODATKOWE ĆWICZENIA EGZAMINACYJNE
I.1. X Have a nice day! Y a) Good idea b) See you soon c) The same to you I.2. X: This is my new computer. Y: Wow! Can I have a look at the Internet? X: a) Thank you b) Go ahead c) Let me try I.3. X: What
WYKAZ DOROBKU NAUKOWEGO
SUMMARY Straight majority of technologies of industrially important products is based on reactions of catalytic character, one of such processes is dehydrogenation. Of substantial importance is for example
Międzynarodowa Konferencja Naukowa
POLSKIE TOWARZYSTWO NAUK OGRODNICZYCH ODDZIAŁ W LUBLINIE Międzynarodowa Konferencja Naukowa OGRODNICTWO W KSZTAŁTOWANIU JAKOŚCI ŻYCIA oraz Jubileusz 45-lecia Wydziału Ogrodnictwa i Architektury Krajobrazu
Filozofia z elementami logiki Klasyfikacja wnioskowań I część 2
Filozofia z elementami logiki Klasyfikacja wnioskowań I część 2 Mariusz Urbański Instytut Psychologii UAM Mariusz.Urbanski@amu.edu.pl Plan: definicja pojęcia wnioskowania wypowiedzi inferencyjne i wypowiedzi
Pielgrzymka do Ojczyzny: Przemowienia i homilie Ojca Swietego Jana Pawla II (Jan Pawel II-- pierwszy Polak na Stolicy Piotrowej) (Polish Edition)
Pielgrzymka do Ojczyzny: Przemowienia i homilie Ojca Swietego Jana Pawla II (Jan Pawel II-- pierwszy Polak na Stolicy Piotrowej) (Polish Edition) Click here if your download doesn"t start automatically
FORMOWANIE I REGENERACJA PĄKÓW PRZYBYSZOWYCH W KULTURACH in vitro PRZYLASZCZKI POSPOLITEJ (Hepatica nobilis SCHREB.)
ZESZYTY PROBLEMOWE POSTĘPÓW NAUK ROLNICZYCH 2009 z. 539: 701-706 FORMOWANIE I REGENERACJA PĄKÓW PRZYBYSZOWYCH W KULTURACH in vitro PRZYLASZCZKI POSPOLITEJ (Hepatica nobilis SCHREB.) BoŜena Szewczyk-Taranek,
Ankiety Nowe funkcje! Pomoc magda.szewczyk@slo-wroc.pl. magda.szewczyk@slo-wroc.pl. Twoje konto Wyloguj. BIODIVERSITY OF RIVERS: Survey to students
Ankiety Nowe funkcje! Pomoc magda.szewczyk@slo-wroc.pl Back Twoje konto Wyloguj magda.szewczyk@slo-wroc.pl BIODIVERSITY OF RIVERS: Survey to students Tworzenie ankiety Udostępnianie Analiza (55) Wyniki
Towards Stability Analysis of Data Transport Mechanisms: a Fluid Model and an Application
Towards Stability Analysis of Data Transport Mechanisms: a Fluid Model and an Application Gayane Vardoyan *, C. V. Hollot, Don Towsley* * College of Information and Computer Sciences, Department of Electrical
Ocena skuteczności preparatów miejscowo znieczulających skórę w redukcji bólu w trakcie pobierania krwi u dzieci badanie z randomizacją
234 Ocena skuteczności preparatów miejscowo znieczulających skórę w redukcji bólu w trakcie pobierania krwi u dzieci badanie z randomizacją The effectiveness of local anesthetics in the reduction of needle
The impact of the global gravity field models on the orbit determination of LAGEOS satellites
models on the Satelitarne metody wyznaczania pozycji we współczesnej geodezji i nawigacji, Poland 2-4.06.2011 Krzysztof Sośnica, Daniela Thaller, Adrian Jäggi, Rolf Dach and Gerhard Beutler Astronomical
Patients price acceptance SELECTED FINDINGS
Patients price acceptance SELECTED FINDINGS October 2015 Summary With growing economy and Poles benefiting from this growth, perception of prices changes - this is also true for pharmaceuticals It may
Krytyczne czynniki sukcesu w zarządzaniu projektami
Seweryn SPAŁEK Krytyczne czynniki sukcesu w zarządzaniu projektami MONOGRAFIA Wydawnictwo Politechniki Śląskiej Gliwice 2004 SPIS TREŚCI WPROWADZENIE 5 1. ZARZĄDZANIE PROJEKTAMI W ORGANIZACJI 13 1.1. Zarządzanie
Employment. Number of employees employed on a contract of employment by gender in 2012. Company
Im not found /sites/eneacsr2012.mess-asp.com/themes/eneacsr2012/img/enea.jpg Employt Capital Group is one of the largest companies in the energy industry. Therefore it has an influence, as an employer,
POST-HARVEST LIFE OF HYACINTHS FORCED BY DIFFERENT COLOURS OF ARTIFICIAL LIGHT
Acta Sci. Pol., Hortorum Cultus 8(4) 29, 3-1 POST-HARVEST LIFE OF HYACINTHS FORCED BY DIFFERENT COLOURS OF ARTIFICIAL LIGHT Małgorzata Śmigielska, Marek Jerzy University of Life Science in Poznań Abstract.
Call 2013 national eligibility criteria and funding rates
Call 2013 national eligibility criteria and funding rates POLAND a) National eligibility criteria Funding Organisation National Contact Point National Center for Research and Development (Narodowe Centrum
ZASTOSOWANIE TECHNOLOGII REP-RAP DO WYTWARZANIA FUNKCJONALNYCH STRUKTUR Z PLA
Aktualne Problemy Biomechaniki, nr 8/2014 109 Emilia MAZGAJCZYK, Patrycja SZYMCZYK, Edward CHLEBUS, Katedra Technologii Laserowych, Automa ZASTOSOWANIE TECHNOLOGII REP-RAP DO WYTWARZANIA FUNKCJONALNYCH
STOSUNEK HEMODIALIZOWANYCH PACJENTÓW Z ZABURZENIAMI
Wojciech Marcin Orzechowski STOSUNEK HEMODIALIZOWANYCH PACJENTÓW Z ZABURZENIAMI DEPRESYJNYMI DO LECZENIA TYCH ZABURZEŃ Rozprawa na stopień naukowy doktora nauk o zdrowiu Promotor: prof. dr hab. n. med.,
MULTI-MODEL PROJECTION OF TEMPERATURE EXTREMES IN POLAND IN
MULTI-MODEL PROJECTION OF TEMPERATURE EXTREMES IN POLAND IN 2021-2050 Joanna Jędruszkiewicz Department of Meteorology and Climatology University of Lodz, Poland jjedruszkiewicz@gmail.com Funded by grant