TY  - JOUR
AU  - Jankulovska, Mirjana
AU  - Ivanovska, Sonja
AU  - Marjanović-Jeromela, Ana
AU  - Bolarić, Snjezana
AU  - Jankuloski, Ljupčo
AU  - Dimov, Zoran
AU  - Bosev, Dane
AU  - Kuzmanovska, Biljana
PY  - 2014
UR  - http://fiver.ifvcns.rs/handle/123456789/1310
AB  - In this study, the use of different multivariate approaches to classify rapeseed genotypes based on quantitative traits has been presented. Tree regression analysis, PCA analysis and two-way cluster analysis were applied in order todescribe and understand the extent of genetic variability in spring rapeseed genotype by trait data. The traits which highly influenced seed and oil yield in rapeseed were successfully identified by the tree regression analysis. Principal predictor for both response variables was number of pods per plant (NP). NP and 1000 seed weight could help in the selection of high yielding genotypes. High values for both traits and oil content could lead to high oil yielding genotypes. These traits may serve as indirect selection criteria and can lead to improvement of seed and oil yield in rapeseed. Quantitative traits that explained most of the variability in the studied germplasm were classified using principal component analysis. In this data set, five PCs were identified, out of which the first three PCs explained 63% of the total variance. It helped in facilitating the choice of variables based on which the genotypes' clustering could be performed. The two-way cluster analysissimultaneously clustered genotypes and quantitative traits. The final number of clusters was determined using bootstrapping technique. This approach provided clear overview on the variability of the analyzed genotypes. The genotypes that have similar performance regarding the traits included in this study can be easily detected on the heatmap. Genotypes grouped in the clusters 1 and 8 had high values for seed and oil yield, and relatively short vegetative growth duration period and those in cluster 9, combined moderate to low values for vegetative growth duration and moderate to high seed and oil yield. These genotypes should be further exploited and implemented in the rapeseed breeding program. The combined application of these multivariate methods can assist in deciding how, and based on which traits to select the genotypes, especially in early generations, at the beginning of a breeding program.
PB  - Društvo genetičara Srbije, Beograd
T2  - Genetika-Belgrade
T1  - Multivariate analysis of quantitative traits can effectively classify rapeseed germplasm
EP  - 559
IS  - 2
SP  - 545
VL  - 46
DO  - 10.2298/GENSR1402545J
ER  - 

@article{
author = "Jankulovska, Mirjana and Ivanovska, Sonja and Marjanović-Jeromela, Ana and Bolarić, Snjezana and Jankuloski, Ljupčo and Dimov, Zoran and Bosev, Dane and Kuzmanovska, Biljana",
year = "2014",
abstract = "In this study, the use of different multivariate approaches to classify rapeseed genotypes based on quantitative traits has been presented. Tree regression analysis, PCA analysis and two-way cluster analysis were applied in order todescribe and understand the extent of genetic variability in spring rapeseed genotype by trait data. The traits which highly influenced seed and oil yield in rapeseed were successfully identified by the tree regression analysis. Principal predictor for both response variables was number of pods per plant (NP). NP and 1000 seed weight could help in the selection of high yielding genotypes. High values for both traits and oil content could lead to high oil yielding genotypes. These traits may serve as indirect selection criteria and can lead to improvement of seed and oil yield in rapeseed. Quantitative traits that explained most of the variability in the studied germplasm were classified using principal component analysis. In this data set, five PCs were identified, out of which the first three PCs explained 63% of the total variance. It helped in facilitating the choice of variables based on which the genotypes' clustering could be performed. The two-way cluster analysissimultaneously clustered genotypes and quantitative traits. The final number of clusters was determined using bootstrapping technique. This approach provided clear overview on the variability of the analyzed genotypes. The genotypes that have similar performance regarding the traits included in this study can be easily detected on the heatmap. Genotypes grouped in the clusters 1 and 8 had high values for seed and oil yield, and relatively short vegetative growth duration period and those in cluster 9, combined moderate to low values for vegetative growth duration and moderate to high seed and oil yield. These genotypes should be further exploited and implemented in the rapeseed breeding program. The combined application of these multivariate methods can assist in deciding how, and based on which traits to select the genotypes, especially in early generations, at the beginning of a breeding program.",
publisher = "Društvo genetičara Srbije, Beograd",
journal = "Genetika-Belgrade",
title = "Multivariate analysis of quantitative traits can effectively classify rapeseed germplasm",
pages = "559-545",
number = "2",
volume = "46",
doi = "10.2298/GENSR1402545J"
}

Jankulovska, M., Ivanovska, S., Marjanović-Jeromela, A., Bolarić, S., Jankuloski, L., Dimov, Z., Bosev, D.,& Kuzmanovska, B.. (2014). Multivariate analysis of quantitative traits can effectively classify rapeseed germplasm. in Genetika-Belgrade
Društvo genetičara Srbije, Beograd., 46(2), 545-559.
https://doi.org/10.2298/GENSR1402545J

Jankulovska M, Ivanovska S, Marjanović-Jeromela A, Bolarić S, Jankuloski L, Dimov Z, Bosev D, Kuzmanovska B. Multivariate analysis of quantitative traits can effectively classify rapeseed germplasm. in Genetika-Belgrade. 2014;46(2):545-559.
doi:10.2298/GENSR1402545J .

Jankulovska, Mirjana, Ivanovska, Sonja, Marjanović-Jeromela, Ana, Bolarić, Snjezana, Jankuloski, Ljupčo, Dimov, Zoran, Bosev, Dane, Kuzmanovska, Biljana, "Multivariate analysis of quantitative traits can effectively classify rapeseed germplasm" in Genetika-Belgrade, 46, no. 2 (2014):545-559,
https://doi.org/10.2298/GENSR1402545J . .

TY  - JOUR
AU  - Ivanovska, Sonja
AU  - Stojkovski, Cane
AU  - Dimov, Zoran
AU  - Marjanović-Jeromela, Ana
AU  - Jankulovska, Mirjana
AU  - Jankuloski, Ljupčo
PY  - 2007
UR  - http://fiver.ifvcns.rs/handle/123456789/483
AB  - The research was conducted in order to determine yield related characters which are more effective as selection criteria than yield itself. Three spring canola (Brassica napus L.) genotypes have been investigated for plant height, number of primary branches (including the main raceme), number of pods per plant, pod length, number of seeds per pod, seed weight per pod and 1000 seed weight and their correlations with seed yield per plant. Seed yield had highest correlation with number of pods per plant (r= 0.935 and r= 0.973 in Skopje and Strumica, respectively), followed by seed weight per pod (r= 0.693 and r= 0.729) and 1000 seed weight (r= 0.627 and r= 0.680). Path coefficient analysis was used to identify the direct and indirect effect of studied characters on seed yield. Number of pods per plant (p=0.759 and p=0.877 for Skopje and Strumica, respectively) and seed weight per pod (p=0.216 and p=0.225) had the highest direct effect on seed yield in both locations followed by 1000 seed weight (p=0.056 and p=0.010). The coefficient of determination (R2) was 0.943.
AB  - Istraživanje je sprovedeno sa ciljem da se determinšu komponente prinosa koje mogu pretstavljati efektivniji kriterijum za selekciju nego prinos "per se". Kod tri jara genotipa uljane repice (Brassica napus L.) su bila ispitivana svojstva: visina biljke, broj primarnih grana (uključujući i centralnu), broj ljuski po biljci, dužina ljuski, broj semena po ljusci, masa semena po ljusci i masa 1000 semena, kao i njihove korelacije sa prinosom semena po biljci. Broj ljuski po biljci je imao najveću vrednost koeficijenta korelacije sa prinosom po biljci (r= 0.935 i r= 0.973 u Skoplju i Strumici). Nešto manju vrednost je imao koeficijent korelacije za masu semena po ljusci (r= 0.693 i r= 0.729) i masa 1000 semena (r= 0.627 i r= 0.680). Analiza path koeficijenta je korišćena za razdvajanje direktnih i indirektnih uticaja ispitivanih svojstava na prinos semena. Broj ljuski po biljci (p=0.759 i p=0.877 za Skoplje i Strumicu) i masa semena po ljusci (p=0.216 i p=0.225) su imale najveći direktni efekat na prinos semena po biljci u obe lokacije. Nešto manja vrednost ovog pokazatelja izračunata je za masu 1000 semena (p=0.056 i p=0.010). Koeficijent determinacije (R2) je iznosio 0.94.
PB  - Društvo genetičara Srbije, Beograd
T2  - Genetika-Belgrade
T1  - Interrelationship between yield and yield related traits of spring canola (Brassica napus L.) genotypes
T1  - Međuzavisnost prinosa i komponenti prinosa genotipova jare uljane repice (Brassica napus L.)
EP  - 332
IS  - 3
SP  - 325
VL  - 39
DO  - 10.2298/GENSR0703325I
ER  - 

@article{
author = "Ivanovska, Sonja and Stojkovski, Cane and Dimov, Zoran and Marjanović-Jeromela, Ana and Jankulovska, Mirjana and Jankuloski, Ljupčo",
year = "2007",
abstract = "The research was conducted in order to determine yield related characters which are more effective as selection criteria than yield itself. Three spring canola (Brassica napus L.) genotypes have been investigated for plant height, number of primary branches (including the main raceme), number of pods per plant, pod length, number of seeds per pod, seed weight per pod and 1000 seed weight and their correlations with seed yield per plant. Seed yield had highest correlation with number of pods per plant (r= 0.935 and r= 0.973 in Skopje and Strumica, respectively), followed by seed weight per pod (r= 0.693 and r= 0.729) and 1000 seed weight (r= 0.627 and r= 0.680). Path coefficient analysis was used to identify the direct and indirect effect of studied characters on seed yield. Number of pods per plant (p=0.759 and p=0.877 for Skopje and Strumica, respectively) and seed weight per pod (p=0.216 and p=0.225) had the highest direct effect on seed yield in both locations followed by 1000 seed weight (p=0.056 and p=0.010). The coefficient of determination (R2) was 0.943., Istraživanje je sprovedeno sa ciljem da se determinšu komponente prinosa koje mogu pretstavljati efektivniji kriterijum za selekciju nego prinos "per se". Kod tri jara genotipa uljane repice (Brassica napus L.) su bila ispitivana svojstva: visina biljke, broj primarnih grana (uključujući i centralnu), broj ljuski po biljci, dužina ljuski, broj semena po ljusci, masa semena po ljusci i masa 1000 semena, kao i njihove korelacije sa prinosom semena po biljci. Broj ljuski po biljci je imao najveću vrednost koeficijenta korelacije sa prinosom po biljci (r= 0.935 i r= 0.973 u Skoplju i Strumici). Nešto manju vrednost je imao koeficijent korelacije za masu semena po ljusci (r= 0.693 i r= 0.729) i masa 1000 semena (r= 0.627 i r= 0.680). Analiza path koeficijenta je korišćena za razdvajanje direktnih i indirektnih uticaja ispitivanih svojstava na prinos semena. Broj ljuski po biljci (p=0.759 i p=0.877 za Skoplje i Strumicu) i masa semena po ljusci (p=0.216 i p=0.225) su imale najveći direktni efekat na prinos semena po biljci u obe lokacije. Nešto manja vrednost ovog pokazatelja izračunata je za masu 1000 semena (p=0.056 i p=0.010). Koeficijent determinacije (R2) je iznosio 0.94.",
publisher = "Društvo genetičara Srbije, Beograd",
journal = "Genetika-Belgrade",
title = "Interrelationship between yield and yield related traits of spring canola (Brassica napus L.) genotypes, Međuzavisnost prinosa i komponenti prinosa genotipova jare uljane repice (Brassica napus L.)",
pages = "332-325",
number = "3",
volume = "39",
doi = "10.2298/GENSR0703325I"
}

Ivanovska, S., Stojkovski, C., Dimov, Z., Marjanović-Jeromela, A., Jankulovska, M.,& Jankuloski, L.. (2007). Interrelationship between yield and yield related traits of spring canola (Brassica napus L.) genotypes. in Genetika-Belgrade
Društvo genetičara Srbije, Beograd., 39(3), 325-332.
https://doi.org/10.2298/GENSR0703325I

Ivanovska S, Stojkovski C, Dimov Z, Marjanović-Jeromela A, Jankulovska M, Jankuloski L. Interrelationship between yield and yield related traits of spring canola (Brassica napus L.) genotypes. in Genetika-Belgrade. 2007;39(3):325-332.
doi:10.2298/GENSR0703325I .

Ivanovska, Sonja, Stojkovski, Cane, Dimov, Zoran, Marjanović-Jeromela, Ana, Jankulovska, Mirjana, Jankuloski, Ljupčo, "Interrelationship between yield and yield related traits of spring canola (Brassica napus L.) genotypes" in Genetika-Belgrade, 39, no. 3 (2007):325-332,
https://doi.org/10.2298/GENSR0703325I . .

TY  - JOUR
AU  - Kratovalieva, Suzana
AU  - Mihailović, Vojislav
AU  - Ćupina, Branko
AU  - Cvetković, Julijana
AU  - Popsimonova, Gordana
AU  - Mukaetov, Duško
AU  - Cvetanouska, Lenka
AU  - Dimov, Zoran
AU  - Mikić, Aleksandar
PY  - 2007
UR  - http://fiver.ifvcns.rs/handle/123456789/540
AB  - During October 2003 to August 2004 has been study with winter common vetch Vicia satiua L. cv. NS Sirmium. Early spring plowing of plots and "green manure" practicing enabled soil organic fertilization. On the same plots were set up carrot cv. Nantes compared with control. Soil samples were taken before common vetch sowing, after its decomposition and first carrot gathering. Carrot quality is evaluated through chemical analyzing of carbohydrates, protein and vitamin C content. Resulted of "green manuring" soil humus, nitrogen, light available phosphorous and potassium were larger. Number of carrot plants (39.27). dimensions (20.75 cmx2.07 cm), weight (59.88 g) and extracted sap (22.18 ml per plant) after Ist gathering are an average increased and yield per plant as well yield in total. Except extracted sap all investigated mentioned parameters were continue gained after the 2nd gathering (23.22 cmx2.69-dimensions. 62.44 g-weight. 18.45-extracted sap). Carbohydrate content is higher at organic produced carrot (20.15 %/100 g d.m.-total; 7.48 %/100 g d.m). protein either less as well (10.56 %/100 g d.m) and vitamin C significantly 3.41 %/100 g f.m then control 2.47 %/100 g f.m.
PB  - Institut za ratarstvo i povrtarstvo, Novi Sad
T2  - Zbornik radova Instituta za ratarstvo i povrtarstvo
T1  - Green manure as a way of organic produced carrot (Daucus carota L. cv. Nantes)
EP  - 134
IS  - 2
SP  - 129
VL  - 44
UR  - https://hdl.handle.net/21.15107/rcub_fiver_540
ER  - 

@article{
author = "Kratovalieva, Suzana and Mihailović, Vojislav and Ćupina, Branko and Cvetković, Julijana and Popsimonova, Gordana and Mukaetov, Duško and Cvetanouska, Lenka and Dimov, Zoran and Mikić, Aleksandar",
year = "2007",
abstract = "During October 2003 to August 2004 has been study with winter common vetch Vicia satiua L. cv. NS Sirmium. Early spring plowing of plots and "green manure" practicing enabled soil organic fertilization. On the same plots were set up carrot cv. Nantes compared with control. Soil samples were taken before common vetch sowing, after its decomposition and first carrot gathering. Carrot quality is evaluated through chemical analyzing of carbohydrates, protein and vitamin C content. Resulted of "green manuring" soil humus, nitrogen, light available phosphorous and potassium were larger. Number of carrot plants (39.27). dimensions (20.75 cmx2.07 cm), weight (59.88 g) and extracted sap (22.18 ml per plant) after Ist gathering are an average increased and yield per plant as well yield in total. Except extracted sap all investigated mentioned parameters were continue gained after the 2nd gathering (23.22 cmx2.69-dimensions. 62.44 g-weight. 18.45-extracted sap). Carbohydrate content is higher at organic produced carrot (20.15 %/100 g d.m.-total; 7.48 %/100 g d.m). protein either less as well (10.56 %/100 g d.m) and vitamin C significantly 3.41 %/100 g f.m then control 2.47 %/100 g f.m.",
publisher = "Institut za ratarstvo i povrtarstvo, Novi Sad",
journal = "Zbornik radova Instituta za ratarstvo i povrtarstvo",
title = "Green manure as a way of organic produced carrot (Daucus carota L. cv. Nantes)",
pages = "134-129",
number = "2",
volume = "44",
url = "https://hdl.handle.net/21.15107/rcub_fiver_540"
}

Kratovalieva, S., Mihailović, V., Ćupina, B., Cvetković, J., Popsimonova, G., Mukaetov, D., Cvetanouska, L., Dimov, Z.,& Mikić, A.. (2007). Green manure as a way of organic produced carrot (Daucus carota L. cv. Nantes). in Zbornik radova Instituta za ratarstvo i povrtarstvo
Institut za ratarstvo i povrtarstvo, Novi Sad., 44(2), 129-134.
https://hdl.handle.net/21.15107/rcub_fiver_540

Kratovalieva S, Mihailović V, Ćupina B, Cvetković J, Popsimonova G, Mukaetov D, Cvetanouska L, Dimov Z, Mikić A. Green manure as a way of organic produced carrot (Daucus carota L. cv. Nantes). in Zbornik radova Instituta za ratarstvo i povrtarstvo. 2007;44(2):129-134.
https://hdl.handle.net/21.15107/rcub_fiver_540 .

Kratovalieva, Suzana, Mihailović, Vojislav, Ćupina, Branko, Cvetković, Julijana, Popsimonova, Gordana, Mukaetov, Duško, Cvetanouska, Lenka, Dimov, Zoran, Mikić, Aleksandar, "Green manure as a way of organic produced carrot (Daucus carota L. cv. Nantes)" in Zbornik radova Instituta za ratarstvo i povrtarstvo, 44, no. 2 (2007):129-134,
https://hdl.handle.net/21.15107/rcub_fiver_540 .

TY  - JOUR
AU  - Kratovalieva, Suzana
AU  - Mihailović, Vojislav
AU  - Ćupina, Branko
AU  - Cvetković, Julijana
AU  - Popsimonova, Gordana
AU  - Mukaetov, Duško
AU  - Cvetanovska, Lenka
AU  - Dimov, Zoran
AU  - Mikić, Aleksandar
PY  - 2007
UR  - http://fiver.ifvcns.rs/handle/123456789/518
AB  - During September 2003 to August 2004 has been done study with winter common vetch Vicia sativa L. cv. MS Sirmium as pre-culture of followed vegetables. After "green manure" practicing on the same plots were set up potato cv. Amorosa. Soil samples were taken before common vetch sowing, after its decomposition and carrot. Carrot quality was established through chemical analyzing of total and soluble carbohydrates, vitamin C and proteins compared with control. Resulted by "green manure" soil humus, soil nitrogen, light available soil phosphorous and potassium are larger. After Ist gathering potato dimensions are characterized with increased average dimensions, yield per plant and yield in total as well. Total carbohydrate content at manure plots is amounted 17.02 %/100 mg d.m. that means 33.45 %/100 g d.m. increasing compared with control ones, while soluble content is 3.24 %/100 g d.m. and recorded 11.72%/100 g d.m. even. Protein content is increased for 4.22 %/100 g d.m. at green manure plots, differs of vitamin C content that is not higher compared with control and corresponded with literature data. Analyzed parameters are increased as result of potato tendency of soil potassium using.
PB  - Institut za ratarstvo i povrtarstvo, Novi Sad
T2  - Zbornik radova Instituta za ratarstvo i povrtarstvo
T1  - Green manure as a Tool of organic produced potato (Solanum tuberosum L. cv. Amorosa)
EP  - 183
IS  - 2
SP  - 179
VL  - 44
UR  - https://hdl.handle.net/21.15107/rcub_fiver_518
ER  - 

@article{
author = "Kratovalieva, Suzana and Mihailović, Vojislav and Ćupina, Branko and Cvetković, Julijana and Popsimonova, Gordana and Mukaetov, Duško and Cvetanovska, Lenka and Dimov, Zoran and Mikić, Aleksandar",
year = "2007",
abstract = "During September 2003 to August 2004 has been done study with winter common vetch Vicia sativa L. cv. MS Sirmium as pre-culture of followed vegetables. After "green manure" practicing on the same plots were set up potato cv. Amorosa. Soil samples were taken before common vetch sowing, after its decomposition and carrot. Carrot quality was established through chemical analyzing of total and soluble carbohydrates, vitamin C and proteins compared with control. Resulted by "green manure" soil humus, soil nitrogen, light available soil phosphorous and potassium are larger. After Ist gathering potato dimensions are characterized with increased average dimensions, yield per plant and yield in total as well. Total carbohydrate content at manure plots is amounted 17.02 %/100 mg d.m. that means 33.45 %/100 g d.m. increasing compared with control ones, while soluble content is 3.24 %/100 g d.m. and recorded 11.72%/100 g d.m. even. Protein content is increased for 4.22 %/100 g d.m. at green manure plots, differs of vitamin C content that is not higher compared with control and corresponded with literature data. Analyzed parameters are increased as result of potato tendency of soil potassium using.",
publisher = "Institut za ratarstvo i povrtarstvo, Novi Sad",
journal = "Zbornik radova Instituta za ratarstvo i povrtarstvo",
title = "Green manure as a Tool of organic produced potato (Solanum tuberosum L. cv. Amorosa)",
pages = "183-179",
number = "2",
volume = "44",
url = "https://hdl.handle.net/21.15107/rcub_fiver_518"
}

Kratovalieva, S., Mihailović, V., Ćupina, B., Cvetković, J., Popsimonova, G., Mukaetov, D., Cvetanovska, L., Dimov, Z.,& Mikić, A.. (2007). Green manure as a Tool of organic produced potato (Solanum tuberosum L. cv. Amorosa). in Zbornik radova Instituta za ratarstvo i povrtarstvo
Institut za ratarstvo i povrtarstvo, Novi Sad., 44(2), 179-183.
https://hdl.handle.net/21.15107/rcub_fiver_518

Kratovalieva S, Mihailović V, Ćupina B, Cvetković J, Popsimonova G, Mukaetov D, Cvetanovska L, Dimov Z, Mikić A. Green manure as a Tool of organic produced potato (Solanum tuberosum L. cv. Amorosa). in Zbornik radova Instituta za ratarstvo i povrtarstvo. 2007;44(2):179-183.
https://hdl.handle.net/21.15107/rcub_fiver_518 .

Kratovalieva, Suzana, Mihailović, Vojislav, Ćupina, Branko, Cvetković, Julijana, Popsimonova, Gordana, Mukaetov, Duško, Cvetanovska, Lenka, Dimov, Zoran, Mikić, Aleksandar, "Green manure as a Tool of organic produced potato (Solanum tuberosum L. cv. Amorosa)" in Zbornik radova Instituta za ratarstvo i povrtarstvo, 44, no. 2 (2007):179-183,
https://hdl.handle.net/21.15107/rcub_fiver_518 .