TY  - JOUR
AU  - Kuzmanović, Boris
AU  - Petrović, Sofija
AU  - Nagl, Nevena
AU  - Mladenov, Velimir
AU  - Grahovac, Nada
AU  - Zanetti, Federica
AU  - Eynck, Christina
AU  - Vollman, Johann
AU  - Marjanović-Jeromela, Ana
PY  - 2021
UR  - http://fiver.ifvcns.rs/handle/123456789/2290
AB  - Camelina sativa (L.) Crantz is one of the oldest oilseed crops in Europe. Over the last
twenty years, it has reemerged as a very promising alternative oilseed crop. Camelina has broad
environmental adaptability, a wide range of resistances to pests and diseases, low-input requirements,
and multiple industrial and feed applications exist for its seed oil and meal. In a multi-environment
study conducted in Serbia, seven yield-related traits, including plant height (PH), height to the
first branch (HFB), number of lateral branches (NLB), number of seed capsules per plant (NSCP),
number of seeds per plant (NSP), mass of seeds per plant (MSP), and the total percentage of oil in
the seed (TPOS), were analyzed in 20 spring camelina accessions. The combination of two years,
two locations, and two sowing dates (autumn and spring) resulted in eight different environments
across which the performance of the accessions was evaluated. The aims of the study were (a) to
provide a phenotypic characterization and performance evaluation of the camelina accessions, (b) to
identify correlations between the selected traits, and (c) to determine the effect of environmental
factors on the traits. Environments contributed to the largest proportion in the total variance,
explaining approximately 90% of the variance for all traits, except for NLB (70.96%) and TPOS
(42.56%). The additive main effects and multiplicative interaction model (AMMI) showed that the
weather conditions, and seeding dates were the most influential environmental factor. Location had
a minor to moderate effect on the investigated traits. Lines CK3X-7 and Maksimir had the highest
seed yields, and CK2X–9 and CJ11X–43 had the highest seed oil contents. All four lines had good
adaptability and yield stability, making them the most suitable candidates for cultivation in the
environmental conditions of Serbia in southeastern Europe. The present results reveal a potential
for developing higher-yielding camelina cultivars with increased seed oil content and improved
adaptability to various environmental conditions.
PB  - Basel : MDPI
T2  - Agronomy
T1  - Yield-related traits of 20 spring camelina genotypes grown in a multi-environment study in Serbia
IS  - 5
SP  - 858
VL  - 11
DO  - 10.3390/agronomy11050858
ER  - 

@article{
author = "Kuzmanović, Boris and Petrović, Sofija and Nagl, Nevena and Mladenov, Velimir and Grahovac, Nada and Zanetti, Federica and Eynck, Christina and Vollman, Johann and Marjanović-Jeromela, Ana",
year = "2021",
abstract = "Camelina sativa (L.) Crantz is one of the oldest oilseed crops in Europe. Over the last
twenty years, it has reemerged as a very promising alternative oilseed crop. Camelina has broad
environmental adaptability, a wide range of resistances to pests and diseases, low-input requirements,
and multiple industrial and feed applications exist for its seed oil and meal. In a multi-environment
study conducted in Serbia, seven yield-related traits, including plant height (PH), height to the
first branch (HFB), number of lateral branches (NLB), number of seed capsules per plant (NSCP),
number of seeds per plant (NSP), mass of seeds per plant (MSP), and the total percentage of oil in
the seed (TPOS), were analyzed in 20 spring camelina accessions. The combination of two years,
two locations, and two sowing dates (autumn and spring) resulted in eight different environments
across which the performance of the accessions was evaluated. The aims of the study were (a) to
provide a phenotypic characterization and performance evaluation of the camelina accessions, (b) to
identify correlations between the selected traits, and (c) to determine the effect of environmental
factors on the traits. Environments contributed to the largest proportion in the total variance,
explaining approximately 90% of the variance for all traits, except for NLB (70.96%) and TPOS
(42.56%). The additive main effects and multiplicative interaction model (AMMI) showed that the
weather conditions, and seeding dates were the most influential environmental factor. Location had
a minor to moderate effect on the investigated traits. Lines CK3X-7 and Maksimir had the highest
seed yields, and CK2X–9 and CJ11X–43 had the highest seed oil contents. All four lines had good
adaptability and yield stability, making them the most suitable candidates for cultivation in the
environmental conditions of Serbia in southeastern Europe. The present results reveal a potential
for developing higher-yielding camelina cultivars with increased seed oil content and improved
adaptability to various environmental conditions.",
publisher = "Basel : MDPI",
journal = "Agronomy",
title = "Yield-related traits of 20 spring camelina genotypes grown in a multi-environment study in Serbia",
number = "5",
pages = "858",
volume = "11",
doi = "10.3390/agronomy11050858"
}

Kuzmanović, B., Petrović, S., Nagl, N., Mladenov, V., Grahovac, N., Zanetti, F., Eynck, C., Vollman, J.,& Marjanović-Jeromela, A.. (2021). Yield-related traits of 20 spring camelina genotypes grown in a multi-environment study in Serbia. in Agronomy
Basel : MDPI., 11(5), 858.
https://doi.org/10.3390/agronomy11050858

Kuzmanović B, Petrović S, Nagl N, Mladenov V, Grahovac N, Zanetti F, Eynck C, Vollman J, Marjanović-Jeromela A. Yield-related traits of 20 spring camelina genotypes grown in a multi-environment study in Serbia. in Agronomy. 2021;11(5):858.
doi:10.3390/agronomy11050858 .

Kuzmanović, Boris, Petrović, Sofija, Nagl, Nevena, Mladenov, Velimir, Grahovac, Nada, Zanetti, Federica, Eynck, Christina, Vollman, Johann, Marjanović-Jeromela, Ana, "Yield-related traits of 20 spring camelina genotypes grown in a multi-environment study in Serbia" in Agronomy, 11, no. 5 (2021):858,
https://doi.org/10.3390/agronomy11050858 . .

TY  - CONF
AU  - Marjanović-Jeromela, Ana
AU  - Zorić, Miroslav
AU  - Rajković, Dragana
AU  - Terzić, Sreten
AU  - Kondić-Špika, Ankica
AU  - Miladinović, Dragana
AU  - Cvejić, Sandra
AU  - Đorđević, Vuk
AU  - Vollman, Johann
PY  - 2020
UR  - http://fiver.ifvcns.rs/handle/123456789/2197
AB  - Modern crop breeding programs are data-driven. A breeder’s decisions are based on the prediction of the genotype performance from a large number of field trials. These trials should account for environmental variability of the target region, and more importantly, they should possess a high degree of accuracy. In recent years, different robotic and sensor technologies for collecting high-throughput field-based plant phenotyping (HTTP) data have been developed. Thereby, the possibility for gaining higher overall precision, as well as data and decision accuracy from crop breeding field trials was gained. Prediction of end-of-season yield and quality will become faster with the use of cameras for hyperspectral imaging, which is important for large scale producers. Comparing big sets of images generated in the field with results of classical chemical analyses serves as an advanced crop quality prediction tool for breeders. Important steps in such data analysis are calibration, noise reduction and the search for the most significant relations. Nevertheless, assessing phenotypic traits within genetic collections is made more accurate with the aid of phenotyping platforms that record plant growth from germ to seed. Like many types of phenotypic data, HTTP data collected from the images may also have some amount of unknown variability.
PB  - Goettingen : Gesellschaft fuer Pflanzenzuechtung (GPZ)
C3  - Book of Abstracts, 3rd edition, Digital breeding International Symposium of the Society for Plant Breeding e.V. (GPZ) in cooperation with Saatgut Austria, 11-13. 02. 2020., Tulln, Austria
T1  - Dealing with HTTP data in modern crop breeding programs
EP  - 116
SP  - 116
UR  - https://hdl.handle.net/21.15107/rcub_fiver_2197
ER  - 

@conference{
author = "Marjanović-Jeromela, Ana and Zorić, Miroslav and Rajković, Dragana and Terzić, Sreten and Kondić-Špika, Ankica and Miladinović, Dragana and Cvejić, Sandra and Đorđević, Vuk and Vollman, Johann",
year = "2020",
abstract = "Modern crop breeding programs are data-driven. A breeder’s decisions are based on the prediction of the genotype performance from a large number of field trials. These trials should account for environmental variability of the target region, and more importantly, they should possess a high degree of accuracy. In recent years, different robotic and sensor technologies for collecting high-throughput field-based plant phenotyping (HTTP) data have been developed. Thereby, the possibility for gaining higher overall precision, as well as data and decision accuracy from crop breeding field trials was gained. Prediction of end-of-season yield and quality will become faster with the use of cameras for hyperspectral imaging, which is important for large scale producers. Comparing big sets of images generated in the field with results of classical chemical analyses serves as an advanced crop quality prediction tool for breeders. Important steps in such data analysis are calibration, noise reduction and the search for the most significant relations. Nevertheless, assessing phenotypic traits within genetic collections is made more accurate with the aid of phenotyping platforms that record plant growth from germ to seed. Like many types of phenotypic data, HTTP data collected from the images may also have some amount of unknown variability.",
publisher = "Goettingen : Gesellschaft fuer Pflanzenzuechtung (GPZ)",
journal = "Book of Abstracts, 3rd edition, Digital breeding International Symposium of the Society for Plant Breeding e.V. (GPZ) in cooperation with Saatgut Austria, 11-13. 02. 2020., Tulln, Austria",
title = "Dealing with HTTP data in modern crop breeding programs",
pages = "116-116",
url = "https://hdl.handle.net/21.15107/rcub_fiver_2197"
}

Marjanović-Jeromela, A., Zorić, M., Rajković, D., Terzić, S., Kondić-Špika, A., Miladinović, D., Cvejić, S., Đorđević, V.,& Vollman, J.. (2020). Dealing with HTTP data in modern crop breeding programs. in Book of Abstracts, 3rd edition, Digital breeding International Symposium of the Society for Plant Breeding e.V. (GPZ) in cooperation with Saatgut Austria, 11-13. 02. 2020., Tulln, Austria
Goettingen : Gesellschaft fuer Pflanzenzuechtung (GPZ)., 116-116.
https://hdl.handle.net/21.15107/rcub_fiver_2197

Marjanović-Jeromela A, Zorić M, Rajković D, Terzić S, Kondić-Špika A, Miladinović D, Cvejić S, Đorđević V, Vollman J. Dealing with HTTP data in modern crop breeding programs. in Book of Abstracts, 3rd edition, Digital breeding International Symposium of the Society for Plant Breeding e.V. (GPZ) in cooperation with Saatgut Austria, 11-13. 02. 2020., Tulln, Austria. 2020;:116-116.
https://hdl.handle.net/21.15107/rcub_fiver_2197 .

Marjanović-Jeromela, Ana, Zorić, Miroslav, Rajković, Dragana, Terzić, Sreten, Kondić-Špika, Ankica, Miladinović, Dragana, Cvejić, Sandra, Đorđević, Vuk, Vollman, Johann, "Dealing with HTTP data in modern crop breeding programs" in Book of Abstracts, 3rd edition, Digital breeding International Symposium of the Society for Plant Breeding e.V. (GPZ) in cooperation with Saatgut Austria, 11-13. 02. 2020., Tulln, Austria (2020):116-116,
https://hdl.handle.net/21.15107/rcub_fiver_2197 .

TY  - CONF
AU  - Milošević, Dragana
AU  - Mitrović, Petar
AU  - Miladinović, Dragana
AU  - Dimitrijević, Aleksandra
AU  - Cvejić, Sandra
AU  - Terzić, Sreten
AU  - Kondić-Špika, Ankica
AU  - Vollman, Johann
PY  - 2018
UR  - http://fiver.ifvcns.rs/handle/123456789/2262
AB  - Plant genetic resources are one of the most important natural resources for an agricultural country such as Serbia. Institute of Field and Vegetable Crops (IFVCNS), Novi Sad (NS), maintains the collections of major and minor oil crops, including safflower and false flax, that are used in breeding. Safflower (Carthamus tinctorius L.) that belongs to the Asteraceae (Compositae) family, is a thistle -like drought resistant annual plant that is grown commercially for the production of oil and birdseed. False flax (Camelina sativa (L.) Crantz) is an oil crop from Brassicaceae family, which has become particularly interesting in recent years due to its diverse use and modest growing and cultivation requirements.NS safflower collection consist of genotypes of different geographical origin (Ukraine, Italy, Turkey), while false flax collection comprises accessions exchanged between Universität für Bodenkultur Wien (BOKU) and IFVCNS.
PB  - Brussels : COST Association
C3  - Book of Abstracts, COST FA1306 Final Meeting: Plant phenotyping for future climate challenges, 20-21 March 2018, Leuven, Belgium
T1  - Characterization of NS safflower (Carthamus tinctorius L.) and false flax (Camelina sativa L.) collections
SP  - 64
UR  - https://hdl.handle.net/21.15107/rcub_fiver_2262
ER  - 

@conference{
author = "Milošević, Dragana and Mitrović, Petar and Miladinović, Dragana and Dimitrijević, Aleksandra and Cvejić, Sandra and Terzić, Sreten and Kondić-Špika, Ankica and Vollman, Johann",
year = "2018",
abstract = "Plant genetic resources are one of the most important natural resources for an agricultural country such as Serbia. Institute of Field and Vegetable Crops (IFVCNS), Novi Sad (NS), maintains the collections of major and minor oil crops, including safflower and false flax, that are used in breeding. Safflower (Carthamus tinctorius L.) that belongs to the Asteraceae (Compositae) family, is a thistle -like drought resistant annual plant that is grown commercially for the production of oil and birdseed. False flax (Camelina sativa (L.) Crantz) is an oil crop from Brassicaceae family, which has become particularly interesting in recent years due to its diverse use and modest growing and cultivation requirements.NS safflower collection consist of genotypes of different geographical origin (Ukraine, Italy, Turkey), while false flax collection comprises accessions exchanged between Universität für Bodenkultur Wien (BOKU) and IFVCNS.",
publisher = "Brussels : COST Association",
journal = "Book of Abstracts, COST FA1306 Final Meeting: Plant phenotyping for future climate challenges, 20-21 March 2018, Leuven, Belgium",
title = "Characterization of NS safflower (Carthamus tinctorius L.) and false flax (Camelina sativa L.) collections",
pages = "64",
url = "https://hdl.handle.net/21.15107/rcub_fiver_2262"
}

Milošević, D., Mitrović, P., Miladinović, D., Dimitrijević, A., Cvejić, S., Terzić, S., Kondić-Špika, A.,& Vollman, J.. (2018). Characterization of NS safflower (Carthamus tinctorius L.) and false flax (Camelina sativa L.) collections. in Book of Abstracts, COST FA1306 Final Meeting: Plant phenotyping for future climate challenges, 20-21 March 2018, Leuven, Belgium
Brussels : COST Association., 64.
https://hdl.handle.net/21.15107/rcub_fiver_2262

Milošević D, Mitrović P, Miladinović D, Dimitrijević A, Cvejić S, Terzić S, Kondić-Špika A, Vollman J. Characterization of NS safflower (Carthamus tinctorius L.) and false flax (Camelina sativa L.) collections. in Book of Abstracts, COST FA1306 Final Meeting: Plant phenotyping for future climate challenges, 20-21 March 2018, Leuven, Belgium. 2018;:64.
https://hdl.handle.net/21.15107/rcub_fiver_2262 .

Milošević, Dragana, Mitrović, Petar, Miladinović, Dragana, Dimitrijević, Aleksandra, Cvejić, Sandra, Terzić, Sreten, Kondić-Špika, Ankica, Vollman, Johann, "Characterization of NS safflower (Carthamus tinctorius L.) and false flax (Camelina sativa L.) collections" in Book of Abstracts, COST FA1306 Final Meeting: Plant phenotyping for future climate challenges, 20-21 March 2018, Leuven, Belgium (2018):64,
https://hdl.handle.net/21.15107/rcub_fiver_2262 .