TY  - CONF
AU  - Krstić, Miloš
AU  - Babec, Brankica
AU  - Ćuk, Nemanja
AU  - Jocić, Siniša
AU  - Cvejić, Sandra
AU  - Ovuka, Jelena
AU  - Miladinović, Dragana
AU  - Jocković, Milan
AU  - Jocković, Jelena
AU  - Hladni, Nada
AU  - Grahovac, Nada
AU  - Dušanić, Nenad
AU  - Radić, Velimir
AU  - Balalić, Igor
AU  - Gvozdenac, Sonja
AU  - Dedić, Boško
AU  - Ostojić, Branislav
AU  - Jokić, Goran
AU  - Butaš, Daliborka
AU  - Radeka, Ilija
AU  - Klisurić, Nedjeljko
AU  - Miklič, Vladimir
PY  - 2024
UR  - http://fiver.ifvcns.rs/handle/123456789/4238
AB  - Suncokret je sve više ižložen negativnim uticajima klimatskih promena, posebno visokim
temperaturama i sušnim periodima, što neretko uzrokuje značajne varijacije i smanjenje prinosa
semena. S obzirom na to da se klimatske promene ne mogu zaustaviti, neophodno je
identifikovati promene u biljci koje omogućavaju prilagođavanje na ekstremne klimatske uslove i
primeniti ova saznanja u procesu oplemenjivanja. Stvaranje novih genotipova tolerantnih na sušu
i sve vrste stresa je prioritet u sadašnjem ali i budućem procesu oplemenjivanja biljaka.
Postizanje ovog cilja zahteva ispitivanje performanši hibrida na više lokaliteta i u ražlićitim
godinama, osiguravajuć i tako pouzdane rezultate i prilagodljivost u promenljivim okolnostima.
Institut za ratarstvo i povrtarstvo, Institut od nacionalnog značaja za Republiku Srbiju, Novi Sad
sprovodi svake godine multilokacijske mikro i proizvodne ogleda širom zemlje, testirajući
adaptabilnost i stabilnost novih i već raširenih hibrida suncokreta u različitim mikroklimatskim
uslovima. Tokom 2023. godine hibridi nove generacije, odnosno dva konvencionalna hibrida (NS
Kruna i NS Ronin) i dva Express (SUMO) hibrida (NS H 8002 i NS H 8005) posejani su u osam
regiona tj. okruga, kod četiri poljoprivredna proizvođača a u svakom okrugu. Imajući u vidu da je u
2023. godini, prosečan prinos semena suncokreta u Republici Srbiji prema procenama iznošio 2,7
-2,9 t/ha, a kada uporedimo ovu vrednost sa prosečnim prinosima u mreži proizvodnih ogleda
osam okruga, jasno se ističe visok kvalitet NS hibrida suncokreta nove generacije. NS Ronin je
ostvario izuzetan prinos od 4,2 t/ha, prati ga NS Kruna sa 4 t/ha, dok su SUMO hibridi NS H 8002
i NS H 8005 postigli prinose od 3,7 t/ha i 3,8 t/ha. Rezultati AMMI analize pokazuju da je za
prinos semena tokom 2023. godine u proseku kroz sve okruge najstabilniji bio hibrid NS H 8002,
sa vrednosć u IPC1 najblizoj nuli. Hibridi NS Kruna, NS Ronin i NS H 8005 su pokazali manju
stabilnost, jer su bili udaljeniji od linije stabilnosti u odnosu na hibrid NS H 8002, ali su ovi
hibridi u proseku ostvarili veće prinose u svim okruzima. Ovi rezultati potvrđuju da novosadski
hibridi nove generacije poseduju izuzetnu adaptabilnost, stabilnost, a pored toga i visok
potencijal za prinos u različitim agroekološkim uslovima širom Republike Srbije.
PB  - Novi Sad : Institut za ratarstvo i povrtarstvo
C3  - Zbornik referata, 58. Savetovanje agronoma i poljoprivrednika Srbije (SAPS) i 4. Savetovanje agronoma Srbije i Republike Srpske, Zlatibor, 29. januar - 2. februar 2024.
T1  - Adaptabilnost, stabilnost i visok prinos - NS hibridi suncokreta nove generacije za nove izazove
EP  - 32
SP  - 24
UR  - https://hdl.handle.net/21.15107/rcub_fiver_4238
ER  - 

@conference{
author = "Krstić, Miloš and Babec, Brankica and Ćuk, Nemanja and Jocić, Siniša and Cvejić, Sandra and Ovuka, Jelena and Miladinović, Dragana and Jocković, Milan and Jocković, Jelena and Hladni, Nada and Grahovac, Nada and Dušanić, Nenad and Radić, Velimir and Balalić, Igor and Gvozdenac, Sonja and Dedić, Boško and Ostojić, Branislav and Jokić, Goran and Butaš, Daliborka and Radeka, Ilija and Klisurić, Nedjeljko and Miklič, Vladimir",
year = "2024",
abstract = "Suncokret je sve više ižložen negativnim uticajima klimatskih promena, posebno visokim
temperaturama i sušnim periodima, što neretko uzrokuje značajne varijacije i smanjenje prinosa
semena. S obzirom na to da se klimatske promene ne mogu zaustaviti, neophodno je
identifikovati promene u biljci koje omogućavaju prilagođavanje na ekstremne klimatske uslove i
primeniti ova saznanja u procesu oplemenjivanja. Stvaranje novih genotipova tolerantnih na sušu
i sve vrste stresa je prioritet u sadašnjem ali i budućem procesu oplemenjivanja biljaka.
Postizanje ovog cilja zahteva ispitivanje performanši hibrida na više lokaliteta i u ražlićitim
godinama, osiguravajuć i tako pouzdane rezultate i prilagodljivost u promenljivim okolnostima.
Institut za ratarstvo i povrtarstvo, Institut od nacionalnog značaja za Republiku Srbiju, Novi Sad
sprovodi svake godine multilokacijske mikro i proizvodne ogleda širom zemlje, testirajući
adaptabilnost i stabilnost novih i već raširenih hibrida suncokreta u različitim mikroklimatskim
uslovima. Tokom 2023. godine hibridi nove generacije, odnosno dva konvencionalna hibrida (NS
Kruna i NS Ronin) i dva Express (SUMO) hibrida (NS H 8002 i NS H 8005) posejani su u osam
regiona tj. okruga, kod četiri poljoprivredna proizvođača a u svakom okrugu. Imajući u vidu da je u
2023. godini, prosečan prinos semena suncokreta u Republici Srbiji prema procenama iznošio 2,7
-2,9 t/ha, a kada uporedimo ovu vrednost sa prosečnim prinosima u mreži proizvodnih ogleda
osam okruga, jasno se ističe visok kvalitet NS hibrida suncokreta nove generacije. NS Ronin je
ostvario izuzetan prinos od 4,2 t/ha, prati ga NS Kruna sa 4 t/ha, dok su SUMO hibridi NS H 8002
i NS H 8005 postigli prinose od 3,7 t/ha i 3,8 t/ha. Rezultati AMMI analize pokazuju da je za
prinos semena tokom 2023. godine u proseku kroz sve okruge najstabilniji bio hibrid NS H 8002,
sa vrednosć u IPC1 najblizoj nuli. Hibridi NS Kruna, NS Ronin i NS H 8005 su pokazali manju
stabilnost, jer su bili udaljeniji od linije stabilnosti u odnosu na hibrid NS H 8002, ali su ovi
hibridi u proseku ostvarili veće prinose u svim okruzima. Ovi rezultati potvrđuju da novosadski
hibridi nove generacije poseduju izuzetnu adaptabilnost, stabilnost, a pored toga i visok
potencijal za prinos u različitim agroekološkim uslovima širom Republike Srbije.",
publisher = "Novi Sad : Institut za ratarstvo i povrtarstvo",
journal = "Zbornik referata, 58. Savetovanje agronoma i poljoprivrednika Srbije (SAPS) i 4. Savetovanje agronoma Srbije i Republike Srpske, Zlatibor, 29. januar - 2. februar 2024.",
title = "Adaptabilnost, stabilnost i visok prinos - NS hibridi suncokreta nove generacije za nove izazove",
pages = "32-24",
url = "https://hdl.handle.net/21.15107/rcub_fiver_4238"
}

Krstić, M., Babec, B., Ćuk, N., Jocić, S., Cvejić, S., Ovuka, J., Miladinović, D., Jocković, M., Jocković, J., Hladni, N., Grahovac, N., Dušanić, N., Radić, V., Balalić, I., Gvozdenac, S., Dedić, B., Ostojić, B., Jokić, G., Butaš, D., Radeka, I., Klisurić, N.,& Miklič, V.. (2024). Adaptabilnost, stabilnost i visok prinos - NS hibridi suncokreta nove generacije za nove izazove. in Zbornik referata, 58. Savetovanje agronoma i poljoprivrednika Srbije (SAPS) i 4. Savetovanje agronoma Srbije i Republike Srpske, Zlatibor, 29. januar - 2. februar 2024.
Novi Sad : Institut za ratarstvo i povrtarstvo., 24-32.
https://hdl.handle.net/21.15107/rcub_fiver_4238

Krstić M, Babec B, Ćuk N, Jocić S, Cvejić S, Ovuka J, Miladinović D, Jocković M, Jocković J, Hladni N, Grahovac N, Dušanić N, Radić V, Balalić I, Gvozdenac S, Dedić B, Ostojić B, Jokić G, Butaš D, Radeka I, Klisurić N, Miklič V. Adaptabilnost, stabilnost i visok prinos - NS hibridi suncokreta nove generacije za nove izazove. in Zbornik referata, 58. Savetovanje agronoma i poljoprivrednika Srbije (SAPS) i 4. Savetovanje agronoma Srbije i Republike Srpske, Zlatibor, 29. januar - 2. februar 2024.. 2024;:24-32.
https://hdl.handle.net/21.15107/rcub_fiver_4238 .

Krstić, Miloš, Babec, Brankica, Ćuk, Nemanja, Jocić, Siniša, Cvejić, Sandra, Ovuka, Jelena, Miladinović, Dragana, Jocković, Milan, Jocković, Jelena, Hladni, Nada, Grahovac, Nada, Dušanić, Nenad, Radić, Velimir, Balalić, Igor, Gvozdenac, Sonja, Dedić, Boško, Ostojić, Branislav, Jokić, Goran, Butaš, Daliborka, Radeka, Ilija, Klisurić, Nedjeljko, Miklič, Vladimir, "Adaptabilnost, stabilnost i visok prinos - NS hibridi suncokreta nove generacije za nove izazove" in Zbornik referata, 58. Savetovanje agronoma i poljoprivrednika Srbije (SAPS) i 4. Savetovanje agronoma Srbije i Republike Srpske, Zlatibor, 29. januar - 2. februar 2024. (2024):24-32,
https://hdl.handle.net/21.15107/rcub_fiver_4238 .

TY  - JOUR
AU  - Jocković, Jelena
AU  - Rajčević, Nemanja
AU  - Zorić, Lana
AU  - Jocković, Milan
AU  - Radanović, Aleksandra
AU  - Cvejić, Sandra
AU  - Jocić, Siniša
AU  - Vujisić, Ljubodrag
AU  - Miladinović, Dragana
AU  - Miklič, Vladimir
AU  - Luković, Jadranka
PY  - 2024
UR  - http://fiver.ifvcns.rs/handle/123456789/4287
AB  - Although flower pollinator interactions are known to be mediated by floral traits, not enough attention has been paid to the research of secretory tissues and volatile components of sunflower disc florets as potentially important parameters in breeding programs. (1) To our knowledge, this is the first integrated study aimed at better understanding the attractiveness of sunflower capitula to insects. In the study, we have made a very detailed comparative analysis of secretory tissues and the characterization of the volatile components (VOCs) of disc florets in 10 wild perennial Helianthus species. (2) For anatomical analyses, cross-sections were obtained from the nectary zone of disc florets using a cryotechnique procedure. Micromorphological observation and morphological and anatomical analysis of disc florets were performed using light and scanning electron microscopy. For VOCs, we applied headspace, GC-FID, and GC/MS analyses. (3) The obtained results indicate that there is a difference between the analyzed traits among studied species. H. eggertii, H. hirsutus, H. mollis, H. resinosus, and H. tuberosus had high disc diameter values, a high cross-section area and disc floret corolla length, as well as the largest cross-section area and thickness of the disc florets nectary. In the analyzed VOCs, 30 different compounds were detected. The highest yield and quantity of α-Pinene was observed in H. mollis. (4) Inflorescence features, such as receptacle diameter, corolla and secretory tissue properties, and floret VOCs production and characterization, provided valuable information that can be used as guidelines in sunflower breeding programs to maximize pollinator attractiveness and increase seed yield.
PB  - Basel : MDPI
T2  - Plants - Basel
T1  - Secretory Tissues and Volatile Components of Disc Florets in Several Wild Helianthus L. Species
IS  - 3
SP  - 345
VL  - 13
DO  - 10.3390/plants13030345
ER  - 

@article{
author = "Jocković, Jelena and Rajčević, Nemanja and Zorić, Lana and Jocković, Milan and Radanović, Aleksandra and Cvejić, Sandra and Jocić, Siniša and Vujisić, Ljubodrag and Miladinović, Dragana and Miklič, Vladimir and Luković, Jadranka",
year = "2024",
abstract = "Although flower pollinator interactions are known to be mediated by floral traits, not enough attention has been paid to the research of secretory tissues and volatile components of sunflower disc florets as potentially important parameters in breeding programs. (1) To our knowledge, this is the first integrated study aimed at better understanding the attractiveness of sunflower capitula to insects. In the study, we have made a very detailed comparative analysis of secretory tissues and the characterization of the volatile components (VOCs) of disc florets in 10 wild perennial Helianthus species. (2) For anatomical analyses, cross-sections were obtained from the nectary zone of disc florets using a cryotechnique procedure. Micromorphological observation and morphological and anatomical analysis of disc florets were performed using light and scanning electron microscopy. For VOCs, we applied headspace, GC-FID, and GC/MS analyses. (3) The obtained results indicate that there is a difference between the analyzed traits among studied species. H. eggertii, H. hirsutus, H. mollis, H. resinosus, and H. tuberosus had high disc diameter values, a high cross-section area and disc floret corolla length, as well as the largest cross-section area and thickness of the disc florets nectary. In the analyzed VOCs, 30 different compounds were detected. The highest yield and quantity of α-Pinene was observed in H. mollis. (4) Inflorescence features, such as receptacle diameter, corolla and secretory tissue properties, and floret VOCs production and characterization, provided valuable information that can be used as guidelines in sunflower breeding programs to maximize pollinator attractiveness and increase seed yield.",
publisher = "Basel : MDPI",
journal = "Plants - Basel",
title = "Secretory Tissues and Volatile Components of Disc Florets in Several Wild Helianthus L. Species",
number = "3",
pages = "345",
volume = "13",
doi = "10.3390/plants13030345"
}

Jocković, J., Rajčević, N., Zorić, L., Jocković, M., Radanović, A., Cvejić, S., Jocić, S., Vujisić, L., Miladinović, D., Miklič, V.,& Luković, J.. (2024). Secretory Tissues and Volatile Components of Disc Florets in Several Wild Helianthus L. Species. in Plants - Basel
Basel : MDPI., 13(3), 345.
https://doi.org/10.3390/plants13030345

Jocković J, Rajčević N, Zorić L, Jocković M, Radanović A, Cvejić S, Jocić S, Vujisić L, Miladinović D, Miklič V, Luković J. Secretory Tissues and Volatile Components of Disc Florets in Several Wild Helianthus L. Species. in Plants - Basel. 2024;13(3):345.
doi:10.3390/plants13030345 .

Jocković, Jelena, Rajčević, Nemanja, Zorić, Lana, Jocković, Milan, Radanović, Aleksandra, Cvejić, Sandra, Jocić, Siniša, Vujisić, Ljubodrag, Miladinović, Dragana, Miklič, Vladimir, Luković, Jadranka, "Secretory Tissues and Volatile Components of Disc Florets in Several Wild Helianthus L. Species" in Plants - Basel, 13, no. 3 (2024):345,
https://doi.org/10.3390/plants13030345 . .

TY  - CONF
AU  - Marjanović-Jeromela, Ana
AU  - Kondić-Špika, Ankica
AU  - Rajković, Dragana
AU  - Miladinović, Dragana
PY  - 2023
UR  - http://fiver.ifvcns.rs/handle/123456789/3755
AB  - Breeding for diverse crop rotations involves selecting objectives that often overlap with current breeding programs. However, in the context of diverse crop rotations, a new target population of environments emerges, necessitating selection strategies to maximize genetic gain. The primary breeding goal remains productivity, but additional factors specific to diverse crop rotations, such as yield stability, postharvest quality, and traits associated with disease and insect pests, need to be considered. Occasionally, crops are bred for unexplored regions or novel crops are developed, such as perennial grain crops like intermediate wheatgrass, winter oilseeds like pennycress, and cover crops like hairy vetch. In these cases, breeding efforts may focus on crucial domestication traits such as seed shattering and harvestability.
C3  - Book of Abstracts, 4th PlantEd Conference, Porto, 18-20 September 2023
T1  - Multiplex genome editing and trait improvement for complex multicrop systems
EP  - 60
SP  - 60
UR  - https://hdl.handle.net/21.15107/rcub_fiver_3755
ER  - 

@conference{
author = "Marjanović-Jeromela, Ana and Kondić-Špika, Ankica and Rajković, Dragana and Miladinović, Dragana",
year = "2023",
abstract = "Breeding for diverse crop rotations involves selecting objectives that often overlap with current breeding programs. However, in the context of diverse crop rotations, a new target population of environments emerges, necessitating selection strategies to maximize genetic gain. The primary breeding goal remains productivity, but additional factors specific to diverse crop rotations, such as yield stability, postharvest quality, and traits associated with disease and insect pests, need to be considered. Occasionally, crops are bred for unexplored regions or novel crops are developed, such as perennial grain crops like intermediate wheatgrass, winter oilseeds like pennycress, and cover crops like hairy vetch. In these cases, breeding efforts may focus on crucial domestication traits such as seed shattering and harvestability.",
journal = "Book of Abstracts, 4th PlantEd Conference, Porto, 18-20 September 2023",
title = "Multiplex genome editing and trait improvement for complex multicrop systems",
pages = "60-60",
url = "https://hdl.handle.net/21.15107/rcub_fiver_3755"
}

Marjanović-Jeromela, A., Kondić-Špika, A., Rajković, D.,& Miladinović, D.. (2023). Multiplex genome editing and trait improvement for complex multicrop systems. in Book of Abstracts, 4th PlantEd Conference, Porto, 18-20 September 2023, 60-60.
https://hdl.handle.net/21.15107/rcub_fiver_3755

Marjanović-Jeromela A, Kondić-Špika A, Rajković D, Miladinović D. Multiplex genome editing and trait improvement for complex multicrop systems. in Book of Abstracts, 4th PlantEd Conference, Porto, 18-20 September 2023. 2023;:60-60.
https://hdl.handle.net/21.15107/rcub_fiver_3755 .

Marjanović-Jeromela, Ana, Kondić-Špika, Ankica, Rajković, Dragana, Miladinović, Dragana, "Multiplex genome editing and trait improvement for complex multicrop systems" in Book of Abstracts, 4th PlantEd Conference, Porto, 18-20 September 2023 (2023):60-60,
https://hdl.handle.net/21.15107/rcub_fiver_3755 .

TY  - CONF
AU  - Akin, Meleksen
AU  - Kondić-Špika, Ankica
AU  - Miladinović, Dragana
AU  - Ricroch, Agnes E.
AU  - Kuntz, Marcel
PY  - 2023
UR  - http://fiver.ifvcns.rs/handle/123456789/3756
AB  - We have performed bibliometric analysis on field trials of genome edited plants utilizing Scopus and Web of Science core collections. All documents published until May, 2023 were extracted. The final bibliographic data consisted of 39 publications after merging both databases and removing duplicates. Bibliometrix package and Biblioshiny interface available in R studio were utilized to perform the bibliometric analysis. The documents were published in various sources (38) with diverse scopes. Frontiers in Plant Science and Plant Biotechnology Journal were the most active followed by Research Journal of Biotechnology. India and the USA were the leading countries on the topic. The Sankey plot demonstrated that besides publishing on genome editing and field trials, the USA was also publishing in CRISPR/Cas9, acrylamide and biosafety as sub-topics. India was also associated with acrylamide. Acrylamide as a keyword and sub-topic was published in Plant Biotechnology Journal based on our data collection. The most frequent keywords displayed with the word cloud following gene/genome editing and field trials were CRISPR, CRISPR/Cas9, genetic engineering, acrylamide, agronomic traits, biosafety, biotechnology, and crop productivity.
C3  - Book of Abstracts, 4th PlantEd Conference, Porto, 18-20 September 2023
T1  - Field trials in genome edited plants: a bibliometric approach
EP  - 73
SP  - 73
UR  - https://hdl.handle.net/21.15107/rcub_fiver_3756
ER  - 

@conference{
author = "Akin, Meleksen and Kondić-Špika, Ankica and Miladinović, Dragana and Ricroch, Agnes E. and Kuntz, Marcel",
year = "2023",
abstract = "We have performed bibliometric analysis on field trials of genome edited plants utilizing Scopus and Web of Science core collections. All documents published until May, 2023 were extracted. The final bibliographic data consisted of 39 publications after merging both databases and removing duplicates. Bibliometrix package and Biblioshiny interface available in R studio were utilized to perform the bibliometric analysis. The documents were published in various sources (38) with diverse scopes. Frontiers in Plant Science and Plant Biotechnology Journal were the most active followed by Research Journal of Biotechnology. India and the USA were the leading countries on the topic. The Sankey plot demonstrated that besides publishing on genome editing and field trials, the USA was also publishing in CRISPR/Cas9, acrylamide and biosafety as sub-topics. India was also associated with acrylamide. Acrylamide as a keyword and sub-topic was published in Plant Biotechnology Journal based on our data collection. The most frequent keywords displayed with the word cloud following gene/genome editing and field trials were CRISPR, CRISPR/Cas9, genetic engineering, acrylamide, agronomic traits, biosafety, biotechnology, and crop productivity.",
journal = "Book of Abstracts, 4th PlantEd Conference, Porto, 18-20 September 2023",
title = "Field trials in genome edited plants: a bibliometric approach",
pages = "73-73",
url = "https://hdl.handle.net/21.15107/rcub_fiver_3756"
}

Akin, M., Kondić-Špika, A., Miladinović, D., Ricroch, A. E.,& Kuntz, M.. (2023). Field trials in genome edited plants: a bibliometric approach. in Book of Abstracts, 4th PlantEd Conference, Porto, 18-20 September 2023, 73-73.
https://hdl.handle.net/21.15107/rcub_fiver_3756

Akin M, Kondić-Špika A, Miladinović D, Ricroch AE, Kuntz M. Field trials in genome edited plants: a bibliometric approach. in Book of Abstracts, 4th PlantEd Conference, Porto, 18-20 September 2023. 2023;:73-73.
https://hdl.handle.net/21.15107/rcub_fiver_3756 .

Akin, Meleksen, Kondić-Špika, Ankica, Miladinović, Dragana, Ricroch, Agnes E., Kuntz, Marcel, "Field trials in genome edited plants: a bibliometric approach" in Book of Abstracts, 4th PlantEd Conference, Porto, 18-20 September 2023 (2023):73-73,
https://hdl.handle.net/21.15107/rcub_fiver_3756 .

TY  - CONF
AU  - Radanović, Aleksandra
AU  - Cvejić, Sandra
AU  - Jocković, Milan
AU  - Jocić, Siniša
AU  - Dedić, Boško
AU  - Gvozdenac, Sonja
AU  - Ćuk, Nemanja
AU  - Jocković, Jelena
AU  - Hladni, Nada
AU  - Marjanović-Jeromela, Ana
AU  - Kondić-Špika, Ankica
AU  - Miladinović, Dragana
PY  - 2023
UR  - http://fiver.ifvcns.rs/handle/123456789/4012
AB  - Suncokret je najznačajnija uljarica u Srbiji i četvrta po važnosti u svetu. Oplemenjivanje suncokreta u Institutu za ratarstvo i povrtarstvo ima tradiciju dugu preko pet decenija. U toku ovog perioda glavni ciljevi oplemenjivanja su bili povećanje prinosa semena i ulja, kao i tolerantnosti na biotički stres. U današnje vreme, sa klimatskim promenama koje ugrožavaju proizvodnju suncokreta, povećanje tolerancije na abiotički stres postaje važan cilj u oplemenjivanju. Suša kao glavni abiotički stres izaziva odgovor biljaka na različitim nivoima: morfološkom, fiziološkom, biohemijskom i molekularnom. Na molekularnom nivou izaziva promene u ekspresiji gena, akumulaciju različitih metabolita i sintezu specifičnih proteina. Pošto je tolerantnost na sušu složena kvantitativna osobina, potrebno je korišćenje sveobuhvatnog pristupa za otkrivanje mehanizama koje suncokret razvija da bi se izborio sa stresom.
AB  - Sunflower is the most important oil crop in Serbia and the fourth most important oil crop worldwide. There is a five decade-long tradition of sunflower breeding at the Institute of Field and Vegetable Crops. Besides the main breeding objectives such as breeding for high seed and oil yield, enhancing biotic stress tolerance has been one of the priorities throughout the past. Nowadays with the climate change jeopardizing sunflower production, increasing abiotic stress tolerance is becoming an important breeding goal. Drought as a major abiotic stress induces plant response on different levels: morphological, physiological, biochemical and molecular. On molecular level it causes alteration in gene expression, accumulation of different metabolites and synthesis of specific proteins. As drought tolerance is such a complex quantitative trait, it requires exploiting a holistic approach for the detection of mechanisms sunflower develops to withstand it.
PB  - Beograd : Društvo genetičara Srbije
PB  - Beograd : Društvo selekcionera i semenara Republike Srbije
C3  - Zbornik apstrakata, 10. Simpozijum Društva selekcionera i semenara Republike Srbije i 7. Simpozijum sekcije za oplemenjivanje organizama Društva genetičara Srbije, Vrnjačka Banja, 16-18.10.2023.
T1  - Inovativne strategije u uzgoju suncokreta tolerantnog u uslovima klimatskih promena
T1  - Innovative strategies in breeding climate resilient sunflower
EP  - 50
SP  - 49
UR  - https://hdl.handle.net/21.15107/rcub_fiver_4012
ER  - 

@conference{
author = "Radanović, Aleksandra and Cvejić, Sandra and Jocković, Milan and Jocić, Siniša and Dedić, Boško and Gvozdenac, Sonja and Ćuk, Nemanja and Jocković, Jelena and Hladni, Nada and Marjanović-Jeromela, Ana and Kondić-Špika, Ankica and Miladinović, Dragana",
year = "2023",
abstract = "Suncokret je najznačajnija uljarica u Srbiji i četvrta po važnosti u svetu. Oplemenjivanje suncokreta u Institutu za ratarstvo i povrtarstvo ima tradiciju dugu preko pet decenija. U toku ovog perioda glavni ciljevi oplemenjivanja su bili povećanje prinosa semena i ulja, kao i tolerantnosti na biotički stres. U današnje vreme, sa klimatskim promenama koje ugrožavaju proizvodnju suncokreta, povećanje tolerancije na abiotički stres postaje važan cilj u oplemenjivanju. Suša kao glavni abiotički stres izaziva odgovor biljaka na različitim nivoima: morfološkom, fiziološkom, biohemijskom i molekularnom. Na molekularnom nivou izaziva promene u ekspresiji gena, akumulaciju različitih metabolita i sintezu specifičnih proteina. Pošto je tolerantnost na sušu složena kvantitativna osobina, potrebno je korišćenje sveobuhvatnog pristupa za otkrivanje mehanizama koje suncokret razvija da bi se izborio sa stresom., Sunflower is the most important oil crop in Serbia and the fourth most important oil crop worldwide. There is a five decade-long tradition of sunflower breeding at the Institute of Field and Vegetable Crops. Besides the main breeding objectives such as breeding for high seed and oil yield, enhancing biotic stress tolerance has been one of the priorities throughout the past. Nowadays with the climate change jeopardizing sunflower production, increasing abiotic stress tolerance is becoming an important breeding goal. Drought as a major abiotic stress induces plant response on different levels: morphological, physiological, biochemical and molecular. On molecular level it causes alteration in gene expression, accumulation of different metabolites and synthesis of specific proteins. As drought tolerance is such a complex quantitative trait, it requires exploiting a holistic approach for the detection of mechanisms sunflower develops to withstand it.",
publisher = "Beograd : Društvo genetičara Srbije, Beograd : Društvo selekcionera i semenara Republike Srbije",
journal = "Zbornik apstrakata, 10. Simpozijum Društva selekcionera i semenara Republike Srbije i 7. Simpozijum sekcije za oplemenjivanje organizama Društva genetičara Srbije, Vrnjačka Banja, 16-18.10.2023.",
title = "Inovativne strategije u uzgoju suncokreta tolerantnog u uslovima klimatskih promena, Innovative strategies in breeding climate resilient sunflower",
pages = "50-49",
url = "https://hdl.handle.net/21.15107/rcub_fiver_4012"
}

Radanović, A., Cvejić, S., Jocković, M., Jocić, S., Dedić, B., Gvozdenac, S., Ćuk, N., Jocković, J., Hladni, N., Marjanović-Jeromela, A., Kondić-Špika, A.,& Miladinović, D.. (2023). Inovativne strategije u uzgoju suncokreta tolerantnog u uslovima klimatskih promena. in Zbornik apstrakata, 10. Simpozijum Društva selekcionera i semenara Republike Srbije i 7. Simpozijum sekcije za oplemenjivanje organizama Društva genetičara Srbije, Vrnjačka Banja, 16-18.10.2023.
Beograd : Društvo genetičara Srbije., 49-50.
https://hdl.handle.net/21.15107/rcub_fiver_4012

Radanović A, Cvejić S, Jocković M, Jocić S, Dedić B, Gvozdenac S, Ćuk N, Jocković J, Hladni N, Marjanović-Jeromela A, Kondić-Špika A, Miladinović D. Inovativne strategije u uzgoju suncokreta tolerantnog u uslovima klimatskih promena. in Zbornik apstrakata, 10. Simpozijum Društva selekcionera i semenara Republike Srbije i 7. Simpozijum sekcije za oplemenjivanje organizama Društva genetičara Srbije, Vrnjačka Banja, 16-18.10.2023.. 2023;:49-50.
https://hdl.handle.net/21.15107/rcub_fiver_4012 .

Radanović, Aleksandra, Cvejić, Sandra, Jocković, Milan, Jocić, Siniša, Dedić, Boško, Gvozdenac, Sonja, Ćuk, Nemanja, Jocković, Jelena, Hladni, Nada, Marjanović-Jeromela, Ana, Kondić-Špika, Ankica, Miladinović, Dragana, "Inovativne strategije u uzgoju suncokreta tolerantnog u uslovima klimatskih promena" in Zbornik apstrakata, 10. Simpozijum Društva selekcionera i semenara Republike Srbije i 7. Simpozijum sekcije za oplemenjivanje organizama Društva genetičara Srbije, Vrnjačka Banja, 16-18.10.2023. (2023):49-50,
https://hdl.handle.net/21.15107/rcub_fiver_4012 .

TY  - CONF
AU  - Miladinović, Dragana
AU  - Cvejić, Sandra
AU  - Jocić, Siniša
AU  - Jocković, Milan
AU  - Dedić, Boško
AU  - Radanović, Aleksandra
AU  - Ćuk, Nemanja
AU  - Hladni, Nada
AU  - Miklič, Vladimir
AU  - Marjanović-Jeromela, Ana
AU  - Kondić-Špika, Ankica
PY  - 2023
UR  - http://fiver.ifvcns.rs/handle/123456789/4023
AB  - Sunflower broomrape (Orobanche cumana Wallr.) is a holoparasitic plant that causes significat yield losses to sunflower crops. Hence, the development of broomrape-resistant hybrids is one of the prime breeding objectives. Using conventional plant breeding methods, resistance genes have been identified which led to the development of a number of resistant hybrids, adapted to different growing regions worldwide. However, while there are many studies on genetic of resistance to broomrape in sunflower, the molecular tools that are available for research on O. cumana are very scarce. Recent advances in sunflower genomics pawed the way for application of modern breeding tools in broomrape breeding and find durable solutions for limiting broomrape spread and virulence. Here we present an overview of those new tools, such as phenotyping, -omics, and genome editing techniques, which need to be introduced into the sunflower breeding programs in order to achieve durable resistance to this parasitic plant.
PB  - Edirne : Trakya University
C3  - Proceedings, 5th International Symposium on broomrape in sunflower, 1-3 November 2023, Antalya
T1  - New approaches for achieving durable resistance to broomrape in sunflower
EP  - 19
SP  - 19
UR  - https://hdl.handle.net/21.15107/rcub_fiver_4023
ER  - 

@conference{
author = "Miladinović, Dragana and Cvejić, Sandra and Jocić, Siniša and Jocković, Milan and Dedić, Boško and Radanović, Aleksandra and Ćuk, Nemanja and Hladni, Nada and Miklič, Vladimir and Marjanović-Jeromela, Ana and Kondić-Špika, Ankica",
year = "2023",
abstract = "Sunflower broomrape (Orobanche cumana Wallr.) is a holoparasitic plant that causes significat yield losses to sunflower crops. Hence, the development of broomrape-resistant hybrids is one of the prime breeding objectives. Using conventional plant breeding methods, resistance genes have been identified which led to the development of a number of resistant hybrids, adapted to different growing regions worldwide. However, while there are many studies on genetic of resistance to broomrape in sunflower, the molecular tools that are available for research on O. cumana are very scarce. Recent advances in sunflower genomics pawed the way for application of modern breeding tools in broomrape breeding and find durable solutions for limiting broomrape spread and virulence. Here we present an overview of those new tools, such as phenotyping, -omics, and genome editing techniques, which need to be introduced into the sunflower breeding programs in order to achieve durable resistance to this parasitic plant.",
publisher = "Edirne : Trakya University",
journal = "Proceedings, 5th International Symposium on broomrape in sunflower, 1-3 November 2023, Antalya",
title = "New approaches for achieving durable resistance to broomrape in sunflower",
pages = "19-19",
url = "https://hdl.handle.net/21.15107/rcub_fiver_4023"
}

Miladinović, D., Cvejić, S., Jocić, S., Jocković, M., Dedić, B., Radanović, A., Ćuk, N., Hladni, N., Miklič, V., Marjanović-Jeromela, A.,& Kondić-Špika, A.. (2023). New approaches for achieving durable resistance to broomrape in sunflower. in Proceedings, 5th International Symposium on broomrape in sunflower, 1-3 November 2023, Antalya
Edirne : Trakya University., 19-19.
https://hdl.handle.net/21.15107/rcub_fiver_4023

Miladinović D, Cvejić S, Jocić S, Jocković M, Dedić B, Radanović A, Ćuk N, Hladni N, Miklič V, Marjanović-Jeromela A, Kondić-Špika A. New approaches for achieving durable resistance to broomrape in sunflower. in Proceedings, 5th International Symposium on broomrape in sunflower, 1-3 November 2023, Antalya. 2023;:19-19.
https://hdl.handle.net/21.15107/rcub_fiver_4023 .

Miladinović, Dragana, Cvejić, Sandra, Jocić, Siniša, Jocković, Milan, Dedić, Boško, Radanović, Aleksandra, Ćuk, Nemanja, Hladni, Nada, Miklič, Vladimir, Marjanović-Jeromela, Ana, Kondić-Špika, Ankica, "New approaches for achieving durable resistance to broomrape in sunflower" in Proceedings, 5th International Symposium on broomrape in sunflower, 1-3 November 2023, Antalya (2023):19-19,
https://hdl.handle.net/21.15107/rcub_fiver_4023 .

TY  - JOUR
AU  - Yıldırım, Kubilay
AU  - Miladinović, Dragana
AU  - Sweet, Jeremy
AU  - Akin, Meleksen
AU  - Galović, Vladislava
AU  - Kavas, Musa
AU  - Zlatković, Milica
AU  - de Andrade, Eugenia
PY  - 2023
UR  - http://fiver.ifvcns.rs/handle/123456789/4051
AB  - Crop cultivars in commercial use have often been selected because they show high levels of resistance to pathogens. However, widespread cultivation of these crops for many years in the environments favorable to a pathogen requires durable forms of resistance to maintain “healthy crops”. Breeding of new varieties tolerant/resistant to biotic stresses by incorporating genetic components related to durable resistance, developing new breeding methods and new active molecules, and improving the Integrated Pest Management strategies have been of great value, but their effectiveness is being challenged by the newly emerging diseases and the rapid change of pathogens due to climatic changes. Genome editing has provided new tools and methods to characterize defense-related genes in crops and improve crop resilience to disease pathogens providing improved food security and future sustainable agricultural systems. In this review, we discuss the principal traits, tools and impacts of utilizing genome editing techniques for achieving of durable resilience and a “healthy plants” concept.
PB  - Frontiers Media S.A.
T2  - Frontiers in Plant Science
T1  - Genome editing for healthy crops: traits, tools and impacts
SP  - 1231013
VL  - 14
DO  - 10.3389/fpls.2023.1231013
ER  - 

@article{
author = "Yıldırım, Kubilay and Miladinović, Dragana and Sweet, Jeremy and Akin, Meleksen and Galović, Vladislava and Kavas, Musa and Zlatković, Milica and de Andrade, Eugenia",
year = "2023",
abstract = "Crop cultivars in commercial use have often been selected because they show high levels of resistance to pathogens. However, widespread cultivation of these crops for many years in the environments favorable to a pathogen requires durable forms of resistance to maintain “healthy crops”. Breeding of new varieties tolerant/resistant to biotic stresses by incorporating genetic components related to durable resistance, developing new breeding methods and new active molecules, and improving the Integrated Pest Management strategies have been of great value, but their effectiveness is being challenged by the newly emerging diseases and the rapid change of pathogens due to climatic changes. Genome editing has provided new tools and methods to characterize defense-related genes in crops and improve crop resilience to disease pathogens providing improved food security and future sustainable agricultural systems. In this review, we discuss the principal traits, tools and impacts of utilizing genome editing techniques for achieving of durable resilience and a “healthy plants” concept.",
publisher = "Frontiers Media S.A.",
journal = "Frontiers in Plant Science",
title = "Genome editing for healthy crops: traits, tools and impacts",
pages = "1231013",
volume = "14",
doi = "10.3389/fpls.2023.1231013"
}

Yıldırım, K., Miladinović, D., Sweet, J., Akin, M., Galović, V., Kavas, M., Zlatković, M.,& de Andrade, E.. (2023). Genome editing for healthy crops: traits, tools and impacts. in Frontiers in Plant Science
Frontiers Media S.A.., 14, 1231013.
https://doi.org/10.3389/fpls.2023.1231013

Yıldırım K, Miladinović D, Sweet J, Akin M, Galović V, Kavas M, Zlatković M, de Andrade E. Genome editing for healthy crops: traits, tools and impacts. in Frontiers in Plant Science. 2023;14:1231013.
doi:10.3389/fpls.2023.1231013 .

Yıldırım, Kubilay, Miladinović, Dragana, Sweet, Jeremy, Akin, Meleksen, Galović, Vladislava, Kavas, Musa, Zlatković, Milica, de Andrade, Eugenia, "Genome editing for healthy crops: traits, tools and impacts" in Frontiers in Plant Science, 14 (2023):1231013,
https://doi.org/10.3389/fpls.2023.1231013 . .

TY  - CONF
AU  - Krstić, Miloš
AU  - Babec, Brankica
AU  - Hladni, Nada
AU  - Klisurić, Nedjeljko
AU  - Radeka, Ilija
AU  - Ostojić, Branislav
AU  - Butaš, Daliborka
AU  - Jokić, Goran
AU  - Ovuka, Jelena
AU  - Miklič, Vladimir
AU  - Dedić, Boško
AU  - Gvozdenac, Sonja
AU  - Miladinović, Dragana
AU  - Jocković, Milan
AU  - Ćuk, Nemanja
AU  - Jocić, Siniša
AU  - Cvejić, Sandra
PY  - 2023
UR  - http://fiver.ifvcns.rs/handle/123456789/3355
AB  - Promena klime dovodi do ekstremnih klimatskih fenomenima, kao što su: suše, poplave, toplotni talasi, a vegetaciona sezona 2022. godine je bila pravi pokazatelj tih promena. Suncokret je, u 2022. godini u Srbiji, zabeležio jednu od rekordnih posejanih površina na oko 275 000 hektara. Razlog sve većoj zastupljenosti ove vrste na njivama širom naše zemlje su sve češće visoke temperature i suša, koje ova biljna vrsta može bolje da toleriše u odnosu na druge jare kulture. Stvaranje novih genotipova tolerantnih na sušu i generalno stres je prioritet i u konvencionalnom i u modernom (biotehnološkom) oplemenjivanju biljaka. Poznavanje uticaja faktora sredine na rast i razvoj useva umanjuje mogućnost značajnog gubitka prinosa usled pogrešnog odabira hibrida i unapređuje izbor hibrida za gajenje u ciljnim regionima. Upravo iz tog razloga, Institut za ratarstvo i povrtarstvo, Institut od nacionalnog značaja za Republiku Srbiju izvodi multilokacijske mikrooglede koji uključuju novopriznate hibride, kao i hibride koji su već ustaljeni u široj proizvodnji. Cilj ovog rada je predstavljanje proizvodnih rezultata prinosa semena NS hibrida suncokreta u mreži mikroogleda i proizvodnih ogleda koji su izvedeni tokom 2022. godine (ekstremno sušne), kao i preporuka sortimenta za setvu u 2023. godini.
PB  - Novi Sad : Institut za ratarstvo i povrtarstvo
C3  - Zbornik referata, 57. Savetovanje agronoma i poljoprivrednika Srbije (SAPS) i 3. Savetovanje agronoma Republike Srbije i Republike Srpske, Zlatibor, 30. januar - 3. februar 2023.
T1  - Potencijal NS hibrida suncokreta u uslovima promenjene klime
EP  - 73
SP  - 62
UR  - https://hdl.handle.net/21.15107/rcub_fiver_3355
ER  - 

@conference{
author = "Krstić, Miloš and Babec, Brankica and Hladni, Nada and Klisurić, Nedjeljko and Radeka, Ilija and Ostojić, Branislav and Butaš, Daliborka and Jokić, Goran and Ovuka, Jelena and Miklič, Vladimir and Dedić, Boško and Gvozdenac, Sonja and Miladinović, Dragana and Jocković, Milan and Ćuk, Nemanja and Jocić, Siniša and Cvejić, Sandra",
year = "2023",
abstract = "Promena klime dovodi do ekstremnih klimatskih fenomenima, kao što su: suše, poplave, toplotni talasi, a vegetaciona sezona 2022. godine je bila pravi pokazatelj tih promena. Suncokret je, u 2022. godini u Srbiji, zabeležio jednu od rekordnih posejanih površina na oko 275 000 hektara. Razlog sve većoj zastupljenosti ove vrste na njivama širom naše zemlje su sve češće visoke temperature i suša, koje ova biljna vrsta može bolje da toleriše u odnosu na druge jare kulture. Stvaranje novih genotipova tolerantnih na sušu i generalno stres je prioritet i u konvencionalnom i u modernom (biotehnološkom) oplemenjivanju biljaka. Poznavanje uticaja faktora sredine na rast i razvoj useva umanjuje mogućnost značajnog gubitka prinosa usled pogrešnog odabira hibrida i unapređuje izbor hibrida za gajenje u ciljnim regionima. Upravo iz tog razloga, Institut za ratarstvo i povrtarstvo, Institut od nacionalnog značaja za Republiku Srbiju izvodi multilokacijske mikrooglede koji uključuju novopriznate hibride, kao i hibride koji su već ustaljeni u široj proizvodnji. Cilj ovog rada je predstavljanje proizvodnih rezultata prinosa semena NS hibrida suncokreta u mreži mikroogleda i proizvodnih ogleda koji su izvedeni tokom 2022. godine (ekstremno sušne), kao i preporuka sortimenta za setvu u 2023. godini.",
publisher = "Novi Sad : Institut za ratarstvo i povrtarstvo",
journal = "Zbornik referata, 57. Savetovanje agronoma i poljoprivrednika Srbije (SAPS) i 3. Savetovanje agronoma Republike Srbije i Republike Srpske, Zlatibor, 30. januar - 3. februar 2023.",
title = "Potencijal NS hibrida suncokreta u uslovima promenjene klime",
pages = "73-62",
url = "https://hdl.handle.net/21.15107/rcub_fiver_3355"
}

Krstić, M., Babec, B., Hladni, N., Klisurić, N., Radeka, I., Ostojić, B., Butaš, D., Jokić, G., Ovuka, J., Miklič, V., Dedić, B., Gvozdenac, S., Miladinović, D., Jocković, M., Ćuk, N., Jocić, S.,& Cvejić, S.. (2023). Potencijal NS hibrida suncokreta u uslovima promenjene klime. in Zbornik referata, 57. Savetovanje agronoma i poljoprivrednika Srbije (SAPS) i 3. Savetovanje agronoma Republike Srbije i Republike Srpske, Zlatibor, 30. januar - 3. februar 2023.
Novi Sad : Institut za ratarstvo i povrtarstvo., 62-73.
https://hdl.handle.net/21.15107/rcub_fiver_3355

Krstić M, Babec B, Hladni N, Klisurić N, Radeka I, Ostojić B, Butaš D, Jokić G, Ovuka J, Miklič V, Dedić B, Gvozdenac S, Miladinović D, Jocković M, Ćuk N, Jocić S, Cvejić S. Potencijal NS hibrida suncokreta u uslovima promenjene klime. in Zbornik referata, 57. Savetovanje agronoma i poljoprivrednika Srbije (SAPS) i 3. Savetovanje agronoma Republike Srbije i Republike Srpske, Zlatibor, 30. januar - 3. februar 2023.. 2023;:62-73.
https://hdl.handle.net/21.15107/rcub_fiver_3355 .

Krstić, Miloš, Babec, Brankica, Hladni, Nada, Klisurić, Nedjeljko, Radeka, Ilija, Ostojić, Branislav, Butaš, Daliborka, Jokić, Goran, Ovuka, Jelena, Miklič, Vladimir, Dedić, Boško, Gvozdenac, Sonja, Miladinović, Dragana, Jocković, Milan, Ćuk, Nemanja, Jocić, Siniša, Cvejić, Sandra, "Potencijal NS hibrida suncokreta u uslovima promenjene klime" in Zbornik referata, 57. Savetovanje agronoma i poljoprivrednika Srbije (SAPS) i 3. Savetovanje agronoma Republike Srbije i Republike Srpske, Zlatibor, 30. januar - 3. februar 2023. (2023):62-73,
https://hdl.handle.net/21.15107/rcub_fiver_3355 .

TY  - JOUR
AU  - Cvejić, Sandra
AU  - Hrnjaković, Olivera
AU  - Jocković, Milan
AU  - Kupusinac, Aleksandar
AU  - Doroslovački, Ksenija
AU  - Gvozdenac, Sonja
AU  - Jocić, Siniša
AU  - Miladinović, Dragana
PY  - 2023
UR  - http://fiver.ifvcns.rs/handle/123456789/3918
AB  - Due to the increased demand for sunfower production, its breeding assignment is the ntensifcation
of the development of highly productive oil seed hybrids to satisfy the edible oil industry. Sunfower
Oil Yield Prediction (SOYP) can help breeders to identify desirable new hybrids with high oil yield and their characteristics using machine learning (ML) algorithms. In this study, we developed ML models to predict oil yield using two sets of features. Moreover, we evaluated the most relevant features for accurate SOYP. ML algorithms that were used and compared were Artifcial Neural Network (ANN), Support Vector Regression, K-Nearest Neighbour, and Random Forest Regressor (RFR). The dataset consisted of samples for 1250 hybrids of which 70% were randomly selected and were used to train the model and 30% were used to test the model and assess its performance. Employing MAE, MSE, RMSE and R2 evaluation metrics, RFR consistently outperformed in all datasets, achieving a peak of 0.92 for R2 in 2019. In contrast, ANN recorded the lowest MAE, reaching 65 in 2018 The paper revealed that in addition to seed yield, the following characteristics of hybrids were important for SOYP: resistance to broomrape (Or) and downy mildew (Pl) and maturity. It was also disclosed that the locality feature could be used for the estimation of sunfower oil yield but it is highly dependable on weather conditions that afect the oil content and seed yield. Up to our knowledge, this is the frst study in which ML was used for sunfower oil yield prediction. The obtained results indicate that ML has great potential for application in oil yield prediction, but also selection of parental lines for hybrid production, RFR algorithm was found to be the most efective and along with locality feature is going to be further evaluated as an alternative method for genotypic selection.
PB  - Nature Portfolio
T2  - Scientific Reports
T1  - Oil yield prediction for sunflower hybrid selection using different machine learning algorithms
IS  - 1
SP  - 17611
VL  - 13
DO  - 10.1038/s41598-023-44999-3
ER  - 

@article{
author = "Cvejić, Sandra and Hrnjaković, Olivera and Jocković, Milan and Kupusinac, Aleksandar and Doroslovački, Ksenija and Gvozdenac, Sonja and Jocić, Siniša and Miladinović, Dragana",
year = "2023",
abstract = "Due to the increased demand for sunfower production, its breeding assignment is the ntensifcation
of the development of highly productive oil seed hybrids to satisfy the edible oil industry. Sunfower
Oil Yield Prediction (SOYP) can help breeders to identify desirable new hybrids with high oil yield and their characteristics using machine learning (ML) algorithms. In this study, we developed ML models to predict oil yield using two sets of features. Moreover, we evaluated the most relevant features for accurate SOYP. ML algorithms that were used and compared were Artifcial Neural Network (ANN), Support Vector Regression, K-Nearest Neighbour, and Random Forest Regressor (RFR). The dataset consisted of samples for 1250 hybrids of which 70% were randomly selected and were used to train the model and 30% were used to test the model and assess its performance. Employing MAE, MSE, RMSE and R2 evaluation metrics, RFR consistently outperformed in all datasets, achieving a peak of 0.92 for R2 in 2019. In contrast, ANN recorded the lowest MAE, reaching 65 in 2018 The paper revealed that in addition to seed yield, the following characteristics of hybrids were important for SOYP: resistance to broomrape (Or) and downy mildew (Pl) and maturity. It was also disclosed that the locality feature could be used for the estimation of sunfower oil yield but it is highly dependable on weather conditions that afect the oil content and seed yield. Up to our knowledge, this is the frst study in which ML was used for sunfower oil yield prediction. The obtained results indicate that ML has great potential for application in oil yield prediction, but also selection of parental lines for hybrid production, RFR algorithm was found to be the most efective and along with locality feature is going to be further evaluated as an alternative method for genotypic selection.",
publisher = "Nature Portfolio",
journal = "Scientific Reports",
title = "Oil yield prediction for sunflower hybrid selection using different machine learning algorithms",
number = "1",
pages = "17611",
volume = "13",
doi = "10.1038/s41598-023-44999-3"
}

Cvejić, S., Hrnjaković, O., Jocković, M., Kupusinac, A., Doroslovački, K., Gvozdenac, S., Jocić, S.,& Miladinović, D.. (2023). Oil yield prediction for sunflower hybrid selection using different machine learning algorithms. in Scientific Reports
Nature Portfolio., 13(1), 17611.
https://doi.org/10.1038/s41598-023-44999-3

Cvejić S, Hrnjaković O, Jocković M, Kupusinac A, Doroslovački K, Gvozdenac S, Jocić S, Miladinović D. Oil yield prediction for sunflower hybrid selection using different machine learning algorithms. in Scientific Reports. 2023;13(1):17611.
doi:10.1038/s41598-023-44999-3 .

Cvejić, Sandra, Hrnjaković, Olivera, Jocković, Milan, Kupusinac, Aleksandar, Doroslovački, Ksenija, Gvozdenac, Sonja, Jocić, Siniša, Miladinović, Dragana, "Oil yield prediction for sunflower hybrid selection using different machine learning algorithms" in Scientific Reports, 13, no. 1 (2023):17611,
https://doi.org/10.1038/s41598-023-44999-3 . .

TY  - CONF
AU  - Yildirim, Kubilay
AU  - Kucuk, Ilkay Sevgen
AU  - Kavas, Musa
AU  - Miladinović, Dragana
PY  - 2023
UR  - http://fiver.ifvcns.rs/handle/123456789/3757
AB  - Sunflower is one of the most important oil crops in the world that become a strategic plant due to the increased demand for its oil in recent years. Sunflower has low climate demand that enables it to grow in many regions of Europe. The biggest problem in sunflower cultivation is the presence of parasitic plants called broomrape (O. cumana). The seeds of these non-photosynthetic parasitic plants germinate with the secretion of Sesquiterpene Lactones (STL) from the roots of the sunflower. After attachment to the roots of the sunflower, it absorbs the water and all the nutrients from the host. Just one broomrape plant can produce millions of tiny seeds that can survive more than 15 years in the soil and can contaminate many fields in a region. Classical herbicides and mechanical techniques are not effective on these parasitic plants, since it already causes great damage to the plant when it rises above the ground. Many sunflower lines resistant to broomrape have been developed in last decades. However, the resistance of these lines was broken by emergence of new virulent broomrape strains. In recent years, secretion of Sesquiterpene Lactones (STLs) from sunflower roots has been found to trigger the germination of broomrape seeds. The genes encoding the enzymes (HaGAS, HaGAO, HaG8H, HaCOS) functional in STL biosynthesis in sunflower have been well characterized in recent years. In the light of all these information, genes of the enzymes that catalyze the production STLS was aimed to knockout with CRISPR/Cas9 technique in the project.
C3  - Book of Abstracts, 4th PlantEd Conference, Porto, 18-20 September 2023
T1  - Development of resistant sunflower lines to broomrape using CRISPR-CAS9
EP  - 53
SP  - 53
UR  - https://hdl.handle.net/21.15107/rcub_fiver_3757
ER  - 

@conference{
author = "Yildirim, Kubilay and Kucuk, Ilkay Sevgen and Kavas, Musa and Miladinović, Dragana",
year = "2023",
abstract = "Sunflower is one of the most important oil crops in the world that become a strategic plant due to the increased demand for its oil in recent years. Sunflower has low climate demand that enables it to grow in many regions of Europe. The biggest problem in sunflower cultivation is the presence of parasitic plants called broomrape (O. cumana). The seeds of these non-photosynthetic parasitic plants germinate with the secretion of Sesquiterpene Lactones (STL) from the roots of the sunflower. After attachment to the roots of the sunflower, it absorbs the water and all the nutrients from the host. Just one broomrape plant can produce millions of tiny seeds that can survive more than 15 years in the soil and can contaminate many fields in a region. Classical herbicides and mechanical techniques are not effective on these parasitic plants, since it already causes great damage to the plant when it rises above the ground. Many sunflower lines resistant to broomrape have been developed in last decades. However, the resistance of these lines was broken by emergence of new virulent broomrape strains. In recent years, secretion of Sesquiterpene Lactones (STLs) from sunflower roots has been found to trigger the germination of broomrape seeds. The genes encoding the enzymes (HaGAS, HaGAO, HaG8H, HaCOS) functional in STL biosynthesis in sunflower have been well characterized in recent years. In the light of all these information, genes of the enzymes that catalyze the production STLS was aimed to knockout with CRISPR/Cas9 technique in the project.",
journal = "Book of Abstracts, 4th PlantEd Conference, Porto, 18-20 September 2023",
title = "Development of resistant sunflower lines to broomrape using CRISPR-CAS9",
pages = "53-53",
url = "https://hdl.handle.net/21.15107/rcub_fiver_3757"
}

Yildirim, K., Kucuk, I. S., Kavas, M.,& Miladinović, D.. (2023). Development of resistant sunflower lines to broomrape using CRISPR-CAS9. in Book of Abstracts, 4th PlantEd Conference, Porto, 18-20 September 2023, 53-53.
https://hdl.handle.net/21.15107/rcub_fiver_3757

Yildirim K, Kucuk IS, Kavas M, Miladinović D. Development of resistant sunflower lines to broomrape using CRISPR-CAS9. in Book of Abstracts, 4th PlantEd Conference, Porto, 18-20 September 2023. 2023;:53-53.
https://hdl.handle.net/21.15107/rcub_fiver_3757 .

Yildirim, Kubilay, Kucuk, Ilkay Sevgen, Kavas, Musa, Miladinović, Dragana, "Development of resistant sunflower lines to broomrape using CRISPR-CAS9" in Book of Abstracts, 4th PlantEd Conference, Porto, 18-20 September 2023 (2023):53-53,
https://hdl.handle.net/21.15107/rcub_fiver_3757 .

TY  - CONF
AU  - Kondić-Špika, Ankica
AU  - Miladinović, Dragana
AU  - Marjanović-Jeromela, Ana
AU  - Trkulja, Dragana
AU  - Glogovac, Svetlana
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/3263
AB  - Wheat is a cool season crop and its optimal daytime growing temperature during reproductive development is 15°C and for every degree Celsius above this optimum a reduction in yield has been observed. Furthermore, at different growth stages, abiotic stresses can impact different physiological processes and as a consequence different yield components that are being set at that stage, reducing yield potential. Having that in mind, we evaluated the effect of individual stresses such as: heat, drought, salt etc., as well as their combined effects (salt and N nutrition, heat and drought, etc.) on winter wheat both at cellular and plant level under controlled laboratory conditions and in a greenhouse. The genotypes, identified in these studies as potential sources of drought and other abiotic stresses tolerance (NS 40S, NS Avangarda, Subotičanka) are to be further investigated and used for the improvement of wheat production in unfavourable conditions caused by climate change. For that purpose combination of prediction models based on machine learning (ML), advanced molecular techniques and genome editing will be used for target gene identification and introgression. In initial steps, machine learning models will be used for prediction of future climate scenarios and to select a set of traits that wheat may need to cope with changes in the environment and enable stable food production. In genome editing experiments ML will be used to reduce need for the experimental screening of potential sites to optimise Cas9’s activity as well as for prediction of possible off-target mutations, thus increasing the efficiency of targeted wheat improvement. This combinatory approach to wheat improvement should enable more rapid gene/trait discovery and their incorporation in cultivated varieties, thus contributing to overall resilience of wheat production and related agri-food systems.
PB  - Brussels : COST Association
C3  - Book of Abstracts, 3rd PlantEd Conference, 5–7 September 2022, Düsseldorf, Germany
T1  - Genome Editing and Machine Learning Models – Promising Tools for Precision Breeding in Wheat
EP  - 58
SP  - 58
UR  - https://hdl.handle.net/21.15107/rcub_fiver_3263
ER  - 

@conference{
author = "Kondić-Špika, Ankica and Miladinović, Dragana and Marjanović-Jeromela, Ana and Trkulja, Dragana and Glogovac, Svetlana",
year = "2022",
abstract = "Wheat is a cool season crop and its optimal daytime growing temperature during reproductive development is 15°C and for every degree Celsius above this optimum a reduction in yield has been observed. Furthermore, at different growth stages, abiotic stresses can impact different physiological processes and as a consequence different yield components that are being set at that stage, reducing yield potential. Having that in mind, we evaluated the effect of individual stresses such as: heat, drought, salt etc., as well as their combined effects (salt and N nutrition, heat and drought, etc.) on winter wheat both at cellular and plant level under controlled laboratory conditions and in a greenhouse. The genotypes, identified in these studies as potential sources of drought and other abiotic stresses tolerance (NS 40S, NS Avangarda, Subotičanka) are to be further investigated and used for the improvement of wheat production in unfavourable conditions caused by climate change. For that purpose combination of prediction models based on machine learning (ML), advanced molecular techniques and genome editing will be used for target gene identification and introgression. In initial steps, machine learning models will be used for prediction of future climate scenarios and to select a set of traits that wheat may need to cope with changes in the environment and enable stable food production. In genome editing experiments ML will be used to reduce need for the experimental screening of potential sites to optimise Cas9’s activity as well as for prediction of possible off-target mutations, thus increasing the efficiency of targeted wheat improvement. This combinatory approach to wheat improvement should enable more rapid gene/trait discovery and their incorporation in cultivated varieties, thus contributing to overall resilience of wheat production and related agri-food systems.",
publisher = "Brussels : COST Association",
journal = "Book of Abstracts, 3rd PlantEd Conference, 5–7 September 2022, Düsseldorf, Germany",
title = "Genome Editing and Machine Learning Models – Promising Tools for Precision Breeding in Wheat",
pages = "58-58",
url = "https://hdl.handle.net/21.15107/rcub_fiver_3263"
}

Kondić-Špika, A., Miladinović, D., Marjanović-Jeromela, A., Trkulja, D.,& Glogovac, S.. (2022). Genome Editing and Machine Learning Models – Promising Tools for Precision Breeding in Wheat. in Book of Abstracts, 3rd PlantEd Conference, 5–7 September 2022, Düsseldorf, Germany
Brussels : COST Association., 58-58.
https://hdl.handle.net/21.15107/rcub_fiver_3263

Kondić-Špika A, Miladinović D, Marjanović-Jeromela A, Trkulja D, Glogovac S. Genome Editing and Machine Learning Models – Promising Tools for Precision Breeding in Wheat. in Book of Abstracts, 3rd PlantEd Conference, 5–7 September 2022, Düsseldorf, Germany. 2022;:58-58.
https://hdl.handle.net/21.15107/rcub_fiver_3263 .

Kondić-Špika, Ankica, Miladinović, Dragana, Marjanović-Jeromela, Ana, Trkulja, Dragana, Glogovac, Svetlana, "Genome Editing and Machine Learning Models – Promising Tools for Precision Breeding in Wheat" in Book of Abstracts, 3rd PlantEd Conference, 5–7 September 2022, Düsseldorf, Germany (2022):58-58,
https://hdl.handle.net/21.15107/rcub_fiver_3263 .

TY  - CONF
AU  - Marjanović-Jeromela, Ana
AU  - Jovičić, Dušica
AU  - Kondić-Špika, Ankica
AU  - Rajković, Dragana
AU  - Vujaković, Milka
AU  - Radanović, Aleksandra
AU  - Miladinović, Dragana
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/3264
AB  - Salt stress affects all phases of rapeseed growth and development, but seed germination and seedling growth are the most sensitive. In our previous studies, we have evaluated effect of salt stress on the germination process of rapeseed in controlled laboratory conditions. We tested eight rapeseed cultivars Banaćanka, Jasna, Kata, Zorica, Slavica, Anna, Ilia and Zlatna under salt stress (100, 150, 200 and 250 mmol/L NaCl). All tested cultivars had a certain level of tolerance to low NaCl treatments, while at higher concentrations significant damage was observed, which was reflected in the reduction of growth and the appearance of necrosis. Banaćanka and Zorica had the highest germination values in all salt stress levels, while Jasna and Zlatna varieties had the highest germination reduction. Between the tested genotypes, obvious differences were observed when analyzing the activity of antioxidant enzymes superoxide dismutase and guaiacol peroxidase (SOD, GPx), the amount of non – enzymatic antioxidants reduced glutathione (GSH) and the intensity of lipid peroxidation (LP), both in seedlings shoot and in the root. Induction of SOD activity by different concentrations of NaCl was observed in all examined cultivars. Tolerant varieties showed increased activity of antioxidant enzymes and in regard to this, higher SOD activity was found in cultivars Jasna and Kata. In all examined cultivars, there was a gradual increase in the intensity of LP with a higher concentration of NaCl. Cultivar Banaćanka showed the highest (237.21%) increase at the highest salt stress level, while Kata showed the lowest (147.73%), compared to the control. So far, over 500 drought and/or high-salinity stress-inducible genes were identified in B. napus by using different approaches. Some of the rapeseed genotypes, which have been identified in our study as potential sources of salt and other abiotic stresses tolerance (Banaćanka, Anna, Zorica) are selected for further study of the role of stress-inducible genes and the detection of the most effective genes that would be of interest for targeted genome editing in order to improve salt and drought tolerance of commercial rapeseed varieties.
PB  - Brussels : COST Association
C3  - Book of Abstracts, 3rd PlantEd Conference, 5–7 September 2022, Düsseldorf
T1  - Potentials for Salt Tolerance Improvement in Rapeseed
SP  - 60
SP  - 60
UR  - https://hdl.handle.net/21.15107/rcub_fiver_3264
ER  - 

@conference{
author = "Marjanović-Jeromela, Ana and Jovičić, Dušica and Kondić-Špika, Ankica and Rajković, Dragana and Vujaković, Milka and Radanović, Aleksandra and Miladinović, Dragana",
year = "2022",
abstract = "Salt stress affects all phases of rapeseed growth and development, but seed germination and seedling growth are the most sensitive. In our previous studies, we have evaluated effect of salt stress on the germination process of rapeseed in controlled laboratory conditions. We tested eight rapeseed cultivars Banaćanka, Jasna, Kata, Zorica, Slavica, Anna, Ilia and Zlatna under salt stress (100, 150, 200 and 250 mmol/L NaCl). All tested cultivars had a certain level of tolerance to low NaCl treatments, while at higher concentrations significant damage was observed, which was reflected in the reduction of growth and the appearance of necrosis. Banaćanka and Zorica had the highest germination values in all salt stress levels, while Jasna and Zlatna varieties had the highest germination reduction. Between the tested genotypes, obvious differences were observed when analyzing the activity of antioxidant enzymes superoxide dismutase and guaiacol peroxidase (SOD, GPx), the amount of non – enzymatic antioxidants reduced glutathione (GSH) and the intensity of lipid peroxidation (LP), both in seedlings shoot and in the root. Induction of SOD activity by different concentrations of NaCl was observed in all examined cultivars. Tolerant varieties showed increased activity of antioxidant enzymes and in regard to this, higher SOD activity was found in cultivars Jasna and Kata. In all examined cultivars, there was a gradual increase in the intensity of LP with a higher concentration of NaCl. Cultivar Banaćanka showed the highest (237.21%) increase at the highest salt stress level, while Kata showed the lowest (147.73%), compared to the control. So far, over 500 drought and/or high-salinity stress-inducible genes were identified in B. napus by using different approaches. Some of the rapeseed genotypes, which have been identified in our study as potential sources of salt and other abiotic stresses tolerance (Banaćanka, Anna, Zorica) are selected for further study of the role of stress-inducible genes and the detection of the most effective genes that would be of interest for targeted genome editing in order to improve salt and drought tolerance of commercial rapeseed varieties.",
publisher = "Brussels : COST Association",
journal = "Book of Abstracts, 3rd PlantEd Conference, 5–7 September 2022, Düsseldorf",
title = "Potentials for Salt Tolerance Improvement in Rapeseed",
pages = "60-60",
url = "https://hdl.handle.net/21.15107/rcub_fiver_3264"
}

Marjanović-Jeromela, A., Jovičić, D., Kondić-Špika, A., Rajković, D., Vujaković, M., Radanović, A.,& Miladinović, D.. (2022). Potentials for Salt Tolerance Improvement in Rapeseed. in Book of Abstracts, 3rd PlantEd Conference, 5–7 September 2022, Düsseldorf
Brussels : COST Association., 60.
https://hdl.handle.net/21.15107/rcub_fiver_3264

Marjanović-Jeromela A, Jovičić D, Kondić-Špika A, Rajković D, Vujaković M, Radanović A, Miladinović D. Potentials for Salt Tolerance Improvement in Rapeseed. in Book of Abstracts, 3rd PlantEd Conference, 5–7 September 2022, Düsseldorf. 2022;:60.
https://hdl.handle.net/21.15107/rcub_fiver_3264 .

Marjanović-Jeromela, Ana, Jovičić, Dušica, Kondić-Špika, Ankica, Rajković, Dragana, Vujaković, Milka, Radanović, Aleksandra, Miladinović, Dragana, "Potentials for Salt Tolerance Improvement in Rapeseed" in Book of Abstracts, 3rd PlantEd Conference, 5–7 September 2022, Düsseldorf (2022):60,
https://hdl.handle.net/21.15107/rcub_fiver_3264 .

TY  - CONF
AU  - Miladinović, Dragana
AU  - Cvejić, Sandra
AU  - Jocić, Siniša
AU  - Radanović, Aleksandra
AU  - Jocković, Milan
AU  - Dedić, Boško
AU  - Gvozdenac, Sonja
AU  - Hladni, Nada
AU  - Kondić-Špika, Ankica
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/3265
AB  - Recent progress in epigenetic studies paved the way for exploitation of epigenetic variation in crop breeding. Understanding epigenetic mechanisms and variation within a certain crop could potentially help plant breeders to generate new, more resilient varieties through the exploitation of the epigenetic variation existing in crop plants. In addition, environmental buffering effects of epigenetic mechanisms could be used to achieve yield stability in a fast-changing environment leading to more resilient agricultural production. For this purpose, within the framework of ongoing projects SmatSun and CROPINNO, we are developing two approaches for exploitation of epigenetic variation in IFVCNS breeding programs: (i) Epi-breeding, with identification of molecular markers and epigenetics marks for breeding of resilient genotypes by combining and integrating phenotyping and anatomical data with molecular and epigenetics data, along with introduction of epigenetic tools, such as epiQTLs and (ii) (Epi)genome editing and alteration of identified epigenetic marks at a specific locus using CRISPRbased genome editing protocols. These two approaches are expected to lead to the development of new, more resilient crop varieties that would ensure stable and sustainable agricultural production ready to meet future market and environmental challenges.
PB  - Brussels : COST Association
C3  - Book of Abstracts, 3rd PlantEd Conference, 5–7 September 2022, Düsseldorf
T1  - (Epi)Genome Editing – Potential Tool for Increasing Crop Resilience
SP  - 61
VL  - 61
UR  - https://hdl.handle.net/21.15107/rcub_fiver_3265
ER  - 

@conference{
author = "Miladinović, Dragana and Cvejić, Sandra and Jocić, Siniša and Radanović, Aleksandra and Jocković, Milan and Dedić, Boško and Gvozdenac, Sonja and Hladni, Nada and Kondić-Špika, Ankica",
year = "2022",
abstract = "Recent progress in epigenetic studies paved the way for exploitation of epigenetic variation in crop breeding. Understanding epigenetic mechanisms and variation within a certain crop could potentially help plant breeders to generate new, more resilient varieties through the exploitation of the epigenetic variation existing in crop plants. In addition, environmental buffering effects of epigenetic mechanisms could be used to achieve yield stability in a fast-changing environment leading to more resilient agricultural production. For this purpose, within the framework of ongoing projects SmatSun and CROPINNO, we are developing two approaches for exploitation of epigenetic variation in IFVCNS breeding programs: (i) Epi-breeding, with identification of molecular markers and epigenetics marks for breeding of resilient genotypes by combining and integrating phenotyping and anatomical data with molecular and epigenetics data, along with introduction of epigenetic tools, such as epiQTLs and (ii) (Epi)genome editing and alteration of identified epigenetic marks at a specific locus using CRISPRbased genome editing protocols. These two approaches are expected to lead to the development of new, more resilient crop varieties that would ensure stable and sustainable agricultural production ready to meet future market and environmental challenges.",
publisher = "Brussels : COST Association",
journal = "Book of Abstracts, 3rd PlantEd Conference, 5–7 September 2022, Düsseldorf",
title = "(Epi)Genome Editing – Potential Tool for Increasing Crop Resilience",
pages = "61",
volume = "61",
url = "https://hdl.handle.net/21.15107/rcub_fiver_3265"
}

Miladinović, D., Cvejić, S., Jocić, S., Radanović, A., Jocković, M., Dedić, B., Gvozdenac, S., Hladni, N.,& Kondić-Špika, A.. (2022). (Epi)Genome Editing – Potential Tool for Increasing Crop Resilience. in Book of Abstracts, 3rd PlantEd Conference, 5–7 September 2022, Düsseldorf
Brussels : COST Association., 61, 61.
https://hdl.handle.net/21.15107/rcub_fiver_3265

Miladinović D, Cvejić S, Jocić S, Radanović A, Jocković M, Dedić B, Gvozdenac S, Hladni N, Kondić-Špika A. (Epi)Genome Editing – Potential Tool for Increasing Crop Resilience. in Book of Abstracts, 3rd PlantEd Conference, 5–7 September 2022, Düsseldorf. 2022;61:61.
https://hdl.handle.net/21.15107/rcub_fiver_3265 .

Miladinović, Dragana, Cvejić, Sandra, Jocić, Siniša, Radanović, Aleksandra, Jocković, Milan, Dedić, Boško, Gvozdenac, Sonja, Hladni, Nada, Kondić-Špika, Ankica, "(Epi)Genome Editing – Potential Tool for Increasing Crop Resilience" in Book of Abstracts, 3rd PlantEd Conference, 5–7 September 2022, Düsseldorf, 61 (2022):61,
https://hdl.handle.net/21.15107/rcub_fiver_3265 .

TY  - CONF
AU  - Cvejić, Sandra
AU  - Gvozdenac, Sonja
AU  - Dedić, Boško
AU  - Jocković, Milan
AU  - Ćuk, Nemanja
AU  - Radanović, Aleksandra
AU  - Jocić, Siniša
AU  - Miladinović, Dragana
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/3249
AB  - Suncokret (Helianthus annuus L.) je važna uljarica, ali njegovu održivu proizvodnju znatno otežavaju različiti okolišni stresovi, poput suše. Razumijevanje varijabilnosti morfoloških svojstava korijena među različitim genotipovima suncokreta ključno je za odabir onih s prikladnim svojstvima korijena za oplemenjivanje hibrida bolje prilagođenih suši. Ova preliminarna studija dio je projekta SmartSun koji podržava Fond za nauku, Republike Srbije, a nastoji istražiti potencijal postojećih hibrida suncokreta da toleriraju sušne uvjete koristeći visokoučinkovitu fenotipizaciju korijena. Na temelju terenskog promatranja odabrana su dva hibrida (osjetljiv na sušu: NS Danubius; tolerantan na sušu: NS Ronin). Morfološka svojstva korijena u ranoj fazi rasta procijenjena su uporabom platforme za fenotipizaciju u rizotronima pod kontrolom dobrog navodnjavanja (70 % volumetrijski sadržaj vode) i stresom od suše (41-50 % volumetrijski sadržaj vode), nakon čega je uslijedila analiza digitalne slike korijena pomoću WinRhizo skenera. Nekoliko morfoloških svojstava korijena pokazalo se pouzdanim u razlikovanju osjetljivosti na sušu: masa svježeg i suhog korijena, ukupna duljina korijenovog sustava, volumen, površina i promjer. Smanjena stopa rasta i značajno smanjenje izmjerenih parametara otkriveno je za oba genotipa u uvjetima smanjene dostupnosti vode. Dobiveni rezultati prvi su korak u iskorištavanju novih fenomenoloških alata za identifikaciju otpornosti genotipova suncokreta na sušu.
AB  - Sunflower (Helianthus annuus L.) is an important oil crop, but its sustainable production is significantly hampered by various environmental stresses, such as drought. Understanding the variability in root morphological traits among diverse sunflower genotypes is crucial for selecting those with suitable root traits for breeding hybrids better adapted to drought. This preliminary study is part of SmartSun project supported by Fund of Science, Republic of Serbia, and tends to investigate the potential of existing sunflower hybrids to tolerate drought conditions using high-throughput root phenotyping. Two hybrids were selected based on field observation (drought-sensitive: NS Danubius; drought-tolerant: NS Ronin). Root morphological traits in an early growth stage were assessed using a rhizotron phenotyping platform under well-watered control (70% volumetric water content) and drought stress (41-50% volumetric water content), followed by root digital image analysis using WinRhizo scanner. Several root morphological traits were shown to be reliable in differentiating drought sensitivity: fresh and dry root mass, total length of the root system, volume, surface area and diameter. Reduced growth rate and significant decrease in measured parameters was detected for both genotypes under reduced water availability conditions. The obtained results are the first step in exploitation of new phenomics tools for identification of drought tolerance of sunflower genotypes.
PB  - Zagreb : Hrvatsko agronomsko društvo
C3  - Zbornik sažetaka, 15. Međunarodni kongres Oplemenjivanje bilja, sjemenarstvo i rasadničarstvo, Zadar, Hrvatska, 8-11. novembar 2022.
T1  - Fenotipizacija korijena suncokreta za prilagodbu na sušu
T1  - Root phenotyping sunflower for adaptation to drought
EP  - 65
SP  - 64
UR  - https://hdl.handle.net/21.15107/rcub_fiver_3249
ER  - 

@conference{
author = "Cvejić, Sandra and Gvozdenac, Sonja and Dedić, Boško and Jocković, Milan and Ćuk, Nemanja and Radanović, Aleksandra and Jocić, Siniša and Miladinović, Dragana",
year = "2022",
abstract = "Suncokret (Helianthus annuus L.) je važna uljarica, ali njegovu održivu proizvodnju znatno otežavaju različiti okolišni stresovi, poput suše. Razumijevanje varijabilnosti morfoloških svojstava korijena među različitim genotipovima suncokreta ključno je za odabir onih s prikladnim svojstvima korijena za oplemenjivanje hibrida bolje prilagođenih suši. Ova preliminarna studija dio je projekta SmartSun koji podržava Fond za nauku, Republike Srbije, a nastoji istražiti potencijal postojećih hibrida suncokreta da toleriraju sušne uvjete koristeći visokoučinkovitu fenotipizaciju korijena. Na temelju terenskog promatranja odabrana su dva hibrida (osjetljiv na sušu: NS Danubius; tolerantan na sušu: NS Ronin). Morfološka svojstva korijena u ranoj fazi rasta procijenjena su uporabom platforme za fenotipizaciju u rizotronima pod kontrolom dobrog navodnjavanja (70 % volumetrijski sadržaj vode) i stresom od suše (41-50 % volumetrijski sadržaj vode), nakon čega je uslijedila analiza digitalne slike korijena pomoću WinRhizo skenera. Nekoliko morfoloških svojstava korijena pokazalo se pouzdanim u razlikovanju osjetljivosti na sušu: masa svježeg i suhog korijena, ukupna duljina korijenovog sustava, volumen, površina i promjer. Smanjena stopa rasta i značajno smanjenje izmjerenih parametara otkriveno je za oba genotipa u uvjetima smanjene dostupnosti vode. Dobiveni rezultati prvi su korak u iskorištavanju novih fenomenoloških alata za identifikaciju otpornosti genotipova suncokreta na sušu., Sunflower (Helianthus annuus L.) is an important oil crop, but its sustainable production is significantly hampered by various environmental stresses, such as drought. Understanding the variability in root morphological traits among diverse sunflower genotypes is crucial for selecting those with suitable root traits for breeding hybrids better adapted to drought. This preliminary study is part of SmartSun project supported by Fund of Science, Republic of Serbia, and tends to investigate the potential of existing sunflower hybrids to tolerate drought conditions using high-throughput root phenotyping. Two hybrids were selected based on field observation (drought-sensitive: NS Danubius; drought-tolerant: NS Ronin). Root morphological traits in an early growth stage were assessed using a rhizotron phenotyping platform under well-watered control (70% volumetric water content) and drought stress (41-50% volumetric water content), followed by root digital image analysis using WinRhizo scanner. Several root morphological traits were shown to be reliable in differentiating drought sensitivity: fresh and dry root mass, total length of the root system, volume, surface area and diameter. Reduced growth rate and significant decrease in measured parameters was detected for both genotypes under reduced water availability conditions. The obtained results are the first step in exploitation of new phenomics tools for identification of drought tolerance of sunflower genotypes.",
publisher = "Zagreb : Hrvatsko agronomsko društvo",
journal = "Zbornik sažetaka, 15. Međunarodni kongres Oplemenjivanje bilja, sjemenarstvo i rasadničarstvo, Zadar, Hrvatska, 8-11. novembar 2022.",
title = "Fenotipizacija korijena suncokreta za prilagodbu na sušu, Root phenotyping sunflower for adaptation to drought",
pages = "65-64",
url = "https://hdl.handle.net/21.15107/rcub_fiver_3249"
}

Cvejić, S., Gvozdenac, S., Dedić, B., Jocković, M., Ćuk, N., Radanović, A., Jocić, S.,& Miladinović, D.. (2022). Fenotipizacija korijena suncokreta za prilagodbu na sušu. in Zbornik sažetaka, 15. Međunarodni kongres Oplemenjivanje bilja, sjemenarstvo i rasadničarstvo, Zadar, Hrvatska, 8-11. novembar 2022.
Zagreb : Hrvatsko agronomsko društvo., 64-65.
https://hdl.handle.net/21.15107/rcub_fiver_3249

Cvejić S, Gvozdenac S, Dedić B, Jocković M, Ćuk N, Radanović A, Jocić S, Miladinović D. Fenotipizacija korijena suncokreta za prilagodbu na sušu. in Zbornik sažetaka, 15. Međunarodni kongres Oplemenjivanje bilja, sjemenarstvo i rasadničarstvo, Zadar, Hrvatska, 8-11. novembar 2022.. 2022;:64-65.
https://hdl.handle.net/21.15107/rcub_fiver_3249 .

Cvejić, Sandra, Gvozdenac, Sonja, Dedić, Boško, Jocković, Milan, Ćuk, Nemanja, Radanović, Aleksandra, Jocić, Siniša, Miladinović, Dragana, "Fenotipizacija korijena suncokreta za prilagodbu na sušu" in Zbornik sažetaka, 15. Međunarodni kongres Oplemenjivanje bilja, sjemenarstvo i rasadničarstvo, Zadar, Hrvatska, 8-11. novembar 2022. (2022):64-65,
https://hdl.handle.net/21.15107/rcub_fiver_3249 .

TY  - CONF
AU  - Jocković, Milan
AU  - Cvejić, Sandra
AU  - Jocić, Siniša
AU  - Radeka, Ilija
AU  - Jocković, Jelena
AU  - Radanović, Aleksandra
AU  - Terzić, Sreten
AU  - Dedić, Boško
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/2900
AB  - Use of multivariate modelling in order to improve prediction accuracy has been widely applied in plant breeding programs. In these models phenotype prediction is based on large number of independent variables which is at the same time strength and weakness. Lately, intensive research in order to improve prediction accuracy resulted in extensive use of different machine learning techniques. The aim of this study is to present new approaches in phenotype prediction based on complex relationships between genotypes and phenotypes. Widely used, one of the main tools in machine learning is artificial neural network (ANN). Although it has a long history, this powerful class of algorithms has been recently used as a state-of-the-art solution for non-linear relationship between the genotype and the trait of interest. Another important advance, capable of identifying extremely complex patterns of prediction and classification of information is called deep learning (DL). Main difference between DL and ANN is in the numbers of layers of neurons. Being based on how humans learn and process information, machine learning is powerful tool for processing complex data in order to make accurate predictions.
PB  - Paris : International Sunflower Association
PB  - Novi Sad : Institute of Field and Vegetable Crops
C3  - Proceedings, 20th International Sunflower Conference, 20-23 June 2022, Novi Sad, Serbia
T1  - New approaches in phenotype prediction – machine learning techniques
EP  - 140
SP  - 140
UR  - https://hdl.handle.net/21.15107/rcub_fiver_2900
ER  - 

@conference{
author = "Jocković, Milan and Cvejić, Sandra and Jocić, Siniša and Radeka, Ilija and Jocković, Jelena and Radanović, Aleksandra and Terzić, Sreten and Dedić, Boško",
year = "2022",
abstract = "Use of multivariate modelling in order to improve prediction accuracy has been widely applied in plant breeding programs. In these models phenotype prediction is based on large number of independent variables which is at the same time strength and weakness. Lately, intensive research in order to improve prediction accuracy resulted in extensive use of different machine learning techniques. The aim of this study is to present new approaches in phenotype prediction based on complex relationships between genotypes and phenotypes. Widely used, one of the main tools in machine learning is artificial neural network (ANN). Although it has a long history, this powerful class of algorithms has been recently used as a state-of-the-art solution for non-linear relationship between the genotype and the trait of interest. Another important advance, capable of identifying extremely complex patterns of prediction and classification of information is called deep learning (DL). Main difference between DL and ANN is in the numbers of layers of neurons. Being based on how humans learn and process information, machine learning is powerful tool for processing complex data in order to make accurate predictions.",
publisher = "Paris : International Sunflower Association, Novi Sad : Institute of Field and Vegetable Crops",
journal = "Proceedings, 20th International Sunflower Conference, 20-23 June 2022, Novi Sad, Serbia",
title = "New approaches in phenotype prediction – machine learning techniques",
pages = "140-140",
url = "https://hdl.handle.net/21.15107/rcub_fiver_2900"
}

Jocković, M., Cvejić, S., Jocić, S., Radeka, I., Jocković, J., Radanović, A., Terzić, S.,& Dedić, B.. (2022). New approaches in phenotype prediction – machine learning techniques. in Proceedings, 20th International Sunflower Conference, 20-23 June 2022, Novi Sad, Serbia
Paris : International Sunflower Association., 140-140.
https://hdl.handle.net/21.15107/rcub_fiver_2900

Jocković M, Cvejić S, Jocić S, Radeka I, Jocković J, Radanović A, Terzić S, Dedić B. New approaches in phenotype prediction – machine learning techniques. in Proceedings, 20th International Sunflower Conference, 20-23 June 2022, Novi Sad, Serbia. 2022;:140-140.
https://hdl.handle.net/21.15107/rcub_fiver_2900 .

Jocković, Milan, Cvejić, Sandra, Jocić, Siniša, Radeka, Ilija, Jocković, Jelena, Radanović, Aleksandra, Terzić, Sreten, Dedić, Boško, "New approaches in phenotype prediction – machine learning techniques" in Proceedings, 20th International Sunflower Conference, 20-23 June 2022, Novi Sad, Serbia (2022):140-140,
https://hdl.handle.net/21.15107/rcub_fiver_2900 .

TY  - CONF
AU  - Jocković, Milan
AU  - Cvejić, Sandra
AU  - Jocić, Siniša
AU  - Hladni, Nada
AU  - Ovuka, Jelena
AU  - Miladinović, Dragana
AU  - Klisurić, Nedjeljko
AU  - Radeka, Ilija
AU  - Ćuk, Nemanja
AU  - Miklič, Vladimir
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/2736
AB  - U radu su predstavljeni rezultati produktivnosti NS hibrida suncokreta standardnog i hemijskog tipa u mreži mikroogleda izvedenih u Srbiji tokom 2021. godine. Takođe, na osnovu rezultata u mikroogledima data je preporuka sortimenta za uspešnu proizvodnju u 2022. godini.
Ispitivano je 17 hibrida suncokreta standardnog, uljanog tipa i 20 hibrida suncokreta tolerantnih prema tribenuron-metilu. Najprinosniji hibridi suncokreta standardnog tipa, u proseku sa svih 8 lokaliteta, bili su hibridi NS Ronin i NS Kiril sa prosečnim prinosima od 4,43 t/
ha i 4,37 t/ha. Prema ostvarenim rezultatima takođe možemo uočiti da je čak 13 hibrida ostvarilo prosečne prinose iznad 4 t/ha, što je daleko više od republičkog proseka koji se kreće oko 3 t/ha. Od ukupnog broja testiranih hemijskih hibrida suncokreta, čak 12 je ostvarilo prosečne prinose iznad 3,5 t/ha, dok je najveći posečan prinos ostvario hibrid NS H 8005 (3,87 t/ha) koji ujedno predstavlja najnoviju genetiku NS hibrida suncokreta tolerantnih na tribenuron-metil.
PB  - Novi Sad : Institut za ratarstvo i povrtarstvo
C3  - Zbornik referata, 56. Savetovanje agronoma i poljoprivrednika Srbije (SAPS) i 2. Savetovanje agronoma Republike Srbije i Republike Srpske, Zlatibor, 30.01-03.02.2022.
T1  - NS hibridi suncokreta - garancija uspešne proizvodnje
EP  - 96
SP  - 88
UR  - https://hdl.handle.net/21.15107/rcub_fiver_2736
ER  - 

@conference{
author = "Jocković, Milan and Cvejić, Sandra and Jocić, Siniša and Hladni, Nada and Ovuka, Jelena and Miladinović, Dragana and Klisurić, Nedjeljko and Radeka, Ilija and Ćuk, Nemanja and Miklič, Vladimir",
year = "2022",
abstract = "U radu su predstavljeni rezultati produktivnosti NS hibrida suncokreta standardnog i hemijskog tipa u mreži mikroogleda izvedenih u Srbiji tokom 2021. godine. Takođe, na osnovu rezultata u mikroogledima data je preporuka sortimenta za uspešnu proizvodnju u 2022. godini.
Ispitivano je 17 hibrida suncokreta standardnog, uljanog tipa i 20 hibrida suncokreta tolerantnih prema tribenuron-metilu. Najprinosniji hibridi suncokreta standardnog tipa, u proseku sa svih 8 lokaliteta, bili su hibridi NS Ronin i NS Kiril sa prosečnim prinosima od 4,43 t/
ha i 4,37 t/ha. Prema ostvarenim rezultatima takođe možemo uočiti da je čak 13 hibrida ostvarilo prosečne prinose iznad 4 t/ha, što je daleko više od republičkog proseka koji se kreće oko 3 t/ha. Od ukupnog broja testiranih hemijskih hibrida suncokreta, čak 12 je ostvarilo prosečne prinose iznad 3,5 t/ha, dok je najveći posečan prinos ostvario hibrid NS H 8005 (3,87 t/ha) koji ujedno predstavlja najnoviju genetiku NS hibrida suncokreta tolerantnih na tribenuron-metil.",
publisher = "Novi Sad : Institut za ratarstvo i povrtarstvo",
journal = "Zbornik referata, 56. Savetovanje agronoma i poljoprivrednika Srbije (SAPS) i 2. Savetovanje agronoma Republike Srbije i Republike Srpske, Zlatibor, 30.01-03.02.2022.",
title = "NS hibridi suncokreta - garancija uspešne proizvodnje",
pages = "96-88",
url = "https://hdl.handle.net/21.15107/rcub_fiver_2736"
}

Jocković, M., Cvejić, S., Jocić, S., Hladni, N., Ovuka, J., Miladinović, D., Klisurić, N., Radeka, I., Ćuk, N.,& Miklič, V.. (2022). NS hibridi suncokreta - garancija uspešne proizvodnje. in Zbornik referata, 56. Savetovanje agronoma i poljoprivrednika Srbije (SAPS) i 2. Savetovanje agronoma Republike Srbije i Republike Srpske, Zlatibor, 30.01-03.02.2022.
Novi Sad : Institut za ratarstvo i povrtarstvo., 88-96.
https://hdl.handle.net/21.15107/rcub_fiver_2736

Jocković M, Cvejić S, Jocić S, Hladni N, Ovuka J, Miladinović D, Klisurić N, Radeka I, Ćuk N, Miklič V. NS hibridi suncokreta - garancija uspešne proizvodnje. in Zbornik referata, 56. Savetovanje agronoma i poljoprivrednika Srbije (SAPS) i 2. Savetovanje agronoma Republike Srbije i Republike Srpske, Zlatibor, 30.01-03.02.2022.. 2022;:88-96.
https://hdl.handle.net/21.15107/rcub_fiver_2736 .

Jocković, Milan, Cvejić, Sandra, Jocić, Siniša, Hladni, Nada, Ovuka, Jelena, Miladinović, Dragana, Klisurić, Nedjeljko, Radeka, Ilija, Ćuk, Nemanja, Miklič, Vladimir, "NS hibridi suncokreta - garancija uspešne proizvodnje" in Zbornik referata, 56. Savetovanje agronoma i poljoprivrednika Srbije (SAPS) i 2. Savetovanje agronoma Republike Srbije i Republike Srpske, Zlatibor, 30.01-03.02.2022. (2022):88-96,
https://hdl.handle.net/21.15107/rcub_fiver_2736 .

TY  - CHAP
AU  - Dedić, Boško
AU  - Gvozdenac, Sonja
AU  - Cvejić, Sandra
AU  - Jocković, Milan
AU  - Radanović, Aleksandra
AU  - Jocić, Siniša
AU  - Miladinović, Dragana
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/2553
AB  - Sunflower, a relevant crop for oil production in temperature regions, is
subjected to various biotic stresses. Significance of a particular stress agent, both
spatially and temporally, is determined by the environmental limitations and the
pest population variability. This chapter provides a review of the major sunflower
diseases and pests, with an emphasis on their distribution and description of the
damage they may cause. Besides, we discuss different strategies used in sunflower
breeding for biotic stress resistance, strategy that is reliable, durable, cost effective
and with low negative impact on environment, for pest and disease control. During
a long history of sunflower cultivation, several major breakthroughs in breeding
for resistance to diseases and pests were made. Recent breakthrough in sunflower
genomics and availability of genome data of both sunflower and its pathogens opens
up the new possibilities for introduction of biotic stress resistance into cultivated
sunflower. In the light of changes made over the history and the recent findings we
discuss new tools available for designing sunflower crop resilient to biotic stresses.
PB  - Springer Cham
T2  - Genomic Designing for Biotic Stress Resistant Oilseed Crops
T1  - Designing sunflower for biotic stress resilience: everlasting challenge
EP  - 136
SP  - 85
DO  - 10.1007/978-3-030-91035-8_3
ER  - 

@inbook{
author = "Dedić, Boško and Gvozdenac, Sonja and Cvejić, Sandra and Jocković, Milan and Radanović, Aleksandra and Jocić, Siniša and Miladinović, Dragana",
year = "2022",
abstract = "Sunflower, a relevant crop for oil production in temperature regions, is
subjected to various biotic stresses. Significance of a particular stress agent, both
spatially and temporally, is determined by the environmental limitations and the
pest population variability. This chapter provides a review of the major sunflower
diseases and pests, with an emphasis on their distribution and description of the
damage they may cause. Besides, we discuss different strategies used in sunflower
breeding for biotic stress resistance, strategy that is reliable, durable, cost effective
and with low negative impact on environment, for pest and disease control. During
a long history of sunflower cultivation, several major breakthroughs in breeding
for resistance to diseases and pests were made. Recent breakthrough in sunflower
genomics and availability of genome data of both sunflower and its pathogens opens
up the new possibilities for introduction of biotic stress resistance into cultivated
sunflower. In the light of changes made over the history and the recent findings we
discuss new tools available for designing sunflower crop resilient to biotic stresses.",
publisher = "Springer Cham",
journal = "Genomic Designing for Biotic Stress Resistant Oilseed Crops",
booktitle = "Designing sunflower for biotic stress resilience: everlasting challenge",
pages = "136-85",
doi = "10.1007/978-3-030-91035-8_3"
}

Dedić, B., Gvozdenac, S., Cvejić, S., Jocković, M., Radanović, A., Jocić, S.,& Miladinović, D.. (2022). Designing sunflower for biotic stress resilience: everlasting challenge. in Genomic Designing for Biotic Stress Resistant Oilseed Crops
Springer Cham., 85-136.
https://doi.org/10.1007/978-3-030-91035-8_3

Dedić B, Gvozdenac S, Cvejić S, Jocković M, Radanović A, Jocić S, Miladinović D. Designing sunflower for biotic stress resilience: everlasting challenge. in Genomic Designing for Biotic Stress Resistant Oilseed Crops. 2022;:85-136.
doi:10.1007/978-3-030-91035-8_3 .

Dedić, Boško, Gvozdenac, Sonja, Cvejić, Sandra, Jocković, Milan, Radanović, Aleksandra, Jocić, Siniša, Miladinović, Dragana, "Designing sunflower for biotic stress resilience: everlasting challenge" in Genomic Designing for Biotic Stress Resistant Oilseed Crops (2022):85-136,
https://doi.org/10.1007/978-3-030-91035-8_3 . .

TY  - CHAP
AU  - Dedić, Boško
AU  - Gvozdenac, Sonja
AU  - Cvejić, Sandra
AU  - Jocković, Milan
AU  - Radanović, Aleksandra
AU  - Jocić, Siniša
AU  - Miladinović, Dragana
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/3021
AB  - Sunflower, a relevant crop for oil production in temperature regions, is subjected to various biotic stresses. Significance of a particular stress agent, both spatially and temporally, is determined by the environmental limitations and the pest population variability. This chapter provides a review of the major sunflower diseases and pests, with an emphasis on their distribution and description of the damage they may cause. Besides, we discuss different strategies used in sunflower breeding for biotic stress resistance, strategy that is reliable, durable, cost effective and with low negative impact on environment, for pest and disease control. During a long history of sunflower cultivation, several major breakthroughs in breeding for resistance to diseases and pests were made. Recent breakthrough in sunflower genomics and availability of genome data of both sunflower and its pathogens opens up the new possibilities for introduction of biotic stress resistance into cultivated sunflower. In the light of changes made over the history and the recent findings we discuss new tools available for designing sunflower crop resilient to biotic stresses.
PB  - Springer Cham
T2  - Genomic Designing for Biotic Stress Resistant Oilseed Crops
T1  - Designing sunflower for biotic stress resilience: everlasting challenge
EP  - 136
SP  - 85
DO  - 10.1007/978-3-030-91035-8_3
ER  - 

@inbook{
author = "Dedić, Boško and Gvozdenac, Sonja and Cvejić, Sandra and Jocković, Milan and Radanović, Aleksandra and Jocić, Siniša and Miladinović, Dragana",
year = "2022",
abstract = "Sunflower, a relevant crop for oil production in temperature regions, is subjected to various biotic stresses. Significance of a particular stress agent, both spatially and temporally, is determined by the environmental limitations and the pest population variability. This chapter provides a review of the major sunflower diseases and pests, with an emphasis on their distribution and description of the damage they may cause. Besides, we discuss different strategies used in sunflower breeding for biotic stress resistance, strategy that is reliable, durable, cost effective and with low negative impact on environment, for pest and disease control. During a long history of sunflower cultivation, several major breakthroughs in breeding for resistance to diseases and pests were made. Recent breakthrough in sunflower genomics and availability of genome data of both sunflower and its pathogens opens up the new possibilities for introduction of biotic stress resistance into cultivated sunflower. In the light of changes made over the history and the recent findings we discuss new tools available for designing sunflower crop resilient to biotic stresses.",
publisher = "Springer Cham",
journal = "Genomic Designing for Biotic Stress Resistant Oilseed Crops",
booktitle = "Designing sunflower for biotic stress resilience: everlasting challenge",
pages = "136-85",
doi = "10.1007/978-3-030-91035-8_3"
}

Dedić, B., Gvozdenac, S., Cvejić, S., Jocković, M., Radanović, A., Jocić, S.,& Miladinović, D.. (2022). Designing sunflower for biotic stress resilience: everlasting challenge. in Genomic Designing for Biotic Stress Resistant Oilseed Crops
Springer Cham., 85-136.
https://doi.org/10.1007/978-3-030-91035-8_3

Dedić B, Gvozdenac S, Cvejić S, Jocković M, Radanović A, Jocić S, Miladinović D. Designing sunflower for biotic stress resilience: everlasting challenge. in Genomic Designing for Biotic Stress Resistant Oilseed Crops. 2022;:85-136.
doi:10.1007/978-3-030-91035-8_3 .

Dedić, Boško, Gvozdenac, Sonja, Cvejić, Sandra, Jocković, Milan, Radanović, Aleksandra, Jocić, Siniša, Miladinović, Dragana, "Designing sunflower for biotic stress resilience: everlasting challenge" in Genomic Designing for Biotic Stress Resistant Oilseed Crops (2022):85-136,
https://doi.org/10.1007/978-3-030-91035-8_3 . .

TY  - CONF
AU  - Cvejić, Sandra
AU  - Jocić, Siniša
AU  - Jocković, Milan
AU  - Ćuk, Nemanja
AU  - Klisurić, Nedjeljko
AU  - Radeka, Ilija
AU  - Jaćimović, Simona
AU  - Grahovac, Nada
AU  - Miklič, Vladimir
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/2877
AB  - Klimatske promene utiču negativno na proizvodnju suncokreta. Jedna od mera ublažavanja uticaja ekstremnih klimatskih pojava je oplemenjivanje na poboljšanu adaptabilnost suncokreta na različite uslove gajenja. Cilj rada bio je da se ispita uticaj različitih godina i lokaliteta na prinos ulja kod 12 standardnih, uljanih hibrida 
suncokreta. Eksperimentalni ogledi su postavljeni tokom četiri vegetacione sezone (2018, 2019, 2020 i 2021) u 52 klimatske sredine (u dve godine na 15 lokaliteta, jednom na 14 i jednom na 8). Hibrid NS Ronin (G7) se izdvojio sa najvećom stabilnošću praćenom visokim prinosom ulja i smatra se adaptabilnim na razlike 
u uslovima sredine. Stabilni hibridi, sa visokim prinosom ulja bili su i hibridi NS Kiril (G9), NS Providens (G11) i NS Zmaj (G12). Ostvareni rezultati prinosa ulja pomenutih hibrida i njihova adaptabilnost u različinim sredinama opravdavaju poverenje koje su im ukazali proizvođači suncokreta i u Srbiji i u inostranstvu.
AB  - Climate change negatively affects sunflower production. One of the measures to mitigate the effects of extreme weather events is breeding to improve the adaptability of sunflower to different growing conditions. This study aimed to examine the influence of different years and locations on oil yield in 12 standard, oil sunflower hybrids. Experimental trials were set up during four vegetation seasons (2018, 2019, 2020 and 2021) in 52 environments (in two years at 15 locations, once at 14 and once at 8). Sunflower hybrid NS Ronin (G7) was distinct as the most stable, followed by high oil yield and considered adaptable to environmental conditions differences. Stable hybrids with high oil yield were also hybrids NS Kiril (G9), NS Providence (G11) and NS Zmaj (G12). The achieved results of oil yield of the mentioned hybrids and their adaptability in different environments justify the trust placed in them by sunflower producers in Serbia and abroad.
PB  - Novi Sad : Univerzitet u Novom Sadu, Tehnološki fakultet
PB  - Novi Sad : Institut za ratarstvo i povrtarstvo
PB  - Novi Sad : Industrijsko bilje
C3  - Zbornik radova, 63. Savetovanje proizvodnja i prerada uljarica, 26.6.-2.7.2022, Herceg Novi, Crna Gora
T1  - Uticaj klimatskih faktora na prinos ulja NS hibrida suncokreta
T1  - Impact of climate factors on oil yield of NS sunflower hybrids
EP  - 32
SP  - 25
UR  - https://hdl.handle.net/21.15107/rcub_fiver_2877
ER  - 

@conference{
author = "Cvejić, Sandra and Jocić, Siniša and Jocković, Milan and Ćuk, Nemanja and Klisurić, Nedjeljko and Radeka, Ilija and Jaćimović, Simona and Grahovac, Nada and Miklič, Vladimir",
year = "2022",
abstract = "Klimatske promene utiču negativno na proizvodnju suncokreta. Jedna od mera ublažavanja uticaja ekstremnih klimatskih pojava je oplemenjivanje na poboljšanu adaptabilnost suncokreta na različite uslove gajenja. Cilj rada bio je da se ispita uticaj različitih godina i lokaliteta na prinos ulja kod 12 standardnih, uljanih hibrida 
suncokreta. Eksperimentalni ogledi su postavljeni tokom četiri vegetacione sezone (2018, 2019, 2020 i 2021) u 52 klimatske sredine (u dve godine na 15 lokaliteta, jednom na 14 i jednom na 8). Hibrid NS Ronin (G7) se izdvojio sa najvećom stabilnošću praćenom visokim prinosom ulja i smatra se adaptabilnim na razlike 
u uslovima sredine. Stabilni hibridi, sa visokim prinosom ulja bili su i hibridi NS Kiril (G9), NS Providens (G11) i NS Zmaj (G12). Ostvareni rezultati prinosa ulja pomenutih hibrida i njihova adaptabilnost u različinim sredinama opravdavaju poverenje koje su im ukazali proizvođači suncokreta i u Srbiji i u inostranstvu., Climate change negatively affects sunflower production. One of the measures to mitigate the effects of extreme weather events is breeding to improve the adaptability of sunflower to different growing conditions. This study aimed to examine the influence of different years and locations on oil yield in 12 standard, oil sunflower hybrids. Experimental trials were set up during four vegetation seasons (2018, 2019, 2020 and 2021) in 52 environments (in two years at 15 locations, once at 14 and once at 8). Sunflower hybrid NS Ronin (G7) was distinct as the most stable, followed by high oil yield and considered adaptable to environmental conditions differences. Stable hybrids with high oil yield were also hybrids NS Kiril (G9), NS Providence (G11) and NS Zmaj (G12). The achieved results of oil yield of the mentioned hybrids and their adaptability in different environments justify the trust placed in them by sunflower producers in Serbia and abroad.",
publisher = "Novi Sad : Univerzitet u Novom Sadu, Tehnološki fakultet, Novi Sad : Institut za ratarstvo i povrtarstvo, Novi Sad : Industrijsko bilje",
journal = "Zbornik radova, 63. Savetovanje proizvodnja i prerada uljarica, 26.6.-2.7.2022, Herceg Novi, Crna Gora",
title = "Uticaj klimatskih faktora na prinos ulja NS hibrida suncokreta, Impact of climate factors on oil yield of NS sunflower hybrids",
pages = "32-25",
url = "https://hdl.handle.net/21.15107/rcub_fiver_2877"
}

Cvejić, S., Jocić, S., Jocković, M., Ćuk, N., Klisurić, N., Radeka, I., Jaćimović, S., Grahovac, N.,& Miklič, V.. (2022). Uticaj klimatskih faktora na prinos ulja NS hibrida suncokreta. in Zbornik radova, 63. Savetovanje proizvodnja i prerada uljarica, 26.6.-2.7.2022, Herceg Novi, Crna Gora
Novi Sad : Univerzitet u Novom Sadu, Tehnološki fakultet., 25-32.
https://hdl.handle.net/21.15107/rcub_fiver_2877

Cvejić S, Jocić S, Jocković M, Ćuk N, Klisurić N, Radeka I, Jaćimović S, Grahovac N, Miklič V. Uticaj klimatskih faktora na prinos ulja NS hibrida suncokreta. in Zbornik radova, 63. Savetovanje proizvodnja i prerada uljarica, 26.6.-2.7.2022, Herceg Novi, Crna Gora. 2022;:25-32.
https://hdl.handle.net/21.15107/rcub_fiver_2877 .

Cvejić, Sandra, Jocić, Siniša, Jocković, Milan, Ćuk, Nemanja, Klisurić, Nedjeljko, Radeka, Ilija, Jaćimović, Simona, Grahovac, Nada, Miklič, Vladimir, "Uticaj klimatskih faktora na prinos ulja NS hibrida suncokreta" in Zbornik radova, 63. Savetovanje proizvodnja i prerada uljarica, 26.6.-2.7.2022, Herceg Novi, Crna Gora (2022):25-32,
https://hdl.handle.net/21.15107/rcub_fiver_2877 .

TY  - CONF
AU  - Radanović, Aleksandra
AU  - Cvejić, Sandra
AU  - Luković, Jadranka
AU  - Jocković, Milan
AU  - Jocić, Siniša
AU  - Dedić, Boško
AU  - Gvozdenac, Sonja
AU  - Ćuk, Nemanja
AU  - Hladni, Nada
AU  - Jocković, Jelena
AU  - Hrnjaković, Olivera
AU  - Miladinović, Dragana
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/2913
AB  - Among the effects of wide-ranging climate change, drought presents a significant threat to global agricultural production. Drought reduces yield quantity and quality of crops, particularly in the semiarid and arid regions. Better understanding of plant adaptation to drought is of great interest to both crop science and the society as a whole. Institute of Field and Vegetable Crops (IFVCNS) possesses one of the largest collections of different wild and cultivated sunflower genotypes and populations worldwide which will be exploited for analysis of drought tolerance mechanisms. Within the project SmartSun the holistic approach of phenotyping and epigenetic mechanisms which modulate sunflower adaptation to drought stresses driven by climate change will be exploited. Using statistical and machine learning techniques, SmartSun will link the data obtained from phenotyping and epiQTLs to create climate-smart sunflower genotypes that will respond to the variable, unstable, and drought environmental growth conditions.
PB  - Paris : International Sunflower Association
PB  - Novi Sad : Institute of Field and Vegetable Crops
C3  - Proceedings, 20th International Sunflower Conference, 20-23 June 2022, Novi Sad, Serbia
T1  - Creating climate smart sunflower for future challenges – the SMARTSUN multidisciplinary project
EP  - 252
SP  - 252
UR  - https://hdl.handle.net/21.15107/rcub_fiver_2913
ER  - 

@conference{
author = "Radanović, Aleksandra and Cvejić, Sandra and Luković, Jadranka and Jocković, Milan and Jocić, Siniša and Dedić, Boško and Gvozdenac, Sonja and Ćuk, Nemanja and Hladni, Nada and Jocković, Jelena and Hrnjaković, Olivera and Miladinović, Dragana",
year = "2022",
abstract = "Among the effects of wide-ranging climate change, drought presents a significant threat to global agricultural production. Drought reduces yield quantity and quality of crops, particularly in the semiarid and arid regions. Better understanding of plant adaptation to drought is of great interest to both crop science and the society as a whole. Institute of Field and Vegetable Crops (IFVCNS) possesses one of the largest collections of different wild and cultivated sunflower genotypes and populations worldwide which will be exploited for analysis of drought tolerance mechanisms. Within the project SmartSun the holistic approach of phenotyping and epigenetic mechanisms which modulate sunflower adaptation to drought stresses driven by climate change will be exploited. Using statistical and machine learning techniques, SmartSun will link the data obtained from phenotyping and epiQTLs to create climate-smart sunflower genotypes that will respond to the variable, unstable, and drought environmental growth conditions.",
publisher = "Paris : International Sunflower Association, Novi Sad : Institute of Field and Vegetable Crops",
journal = "Proceedings, 20th International Sunflower Conference, 20-23 June 2022, Novi Sad, Serbia",
title = "Creating climate smart sunflower for future challenges – the SMARTSUN multidisciplinary project",
pages = "252-252",
url = "https://hdl.handle.net/21.15107/rcub_fiver_2913"
}

Radanović, A., Cvejić, S., Luković, J., Jocković, M., Jocić, S., Dedić, B., Gvozdenac, S., Ćuk, N., Hladni, N., Jocković, J., Hrnjaković, O.,& Miladinović, D.. (2022). Creating climate smart sunflower for future challenges – the SMARTSUN multidisciplinary project. in Proceedings, 20th International Sunflower Conference, 20-23 June 2022, Novi Sad, Serbia
Paris : International Sunflower Association., 252-252.
https://hdl.handle.net/21.15107/rcub_fiver_2913

Radanović A, Cvejić S, Luković J, Jocković M, Jocić S, Dedić B, Gvozdenac S, Ćuk N, Hladni N, Jocković J, Hrnjaković O, Miladinović D. Creating climate smart sunflower for future challenges – the SMARTSUN multidisciplinary project. in Proceedings, 20th International Sunflower Conference, 20-23 June 2022, Novi Sad, Serbia. 2022;:252-252.
https://hdl.handle.net/21.15107/rcub_fiver_2913 .

Radanović, Aleksandra, Cvejić, Sandra, Luković, Jadranka, Jocković, Milan, Jocić, Siniša, Dedić, Boško, Gvozdenac, Sonja, Ćuk, Nemanja, Hladni, Nada, Jocković, Jelena, Hrnjaković, Olivera, Miladinović, Dragana, "Creating climate smart sunflower for future challenges – the SMARTSUN multidisciplinary project" in Proceedings, 20th International Sunflower Conference, 20-23 June 2022, Novi Sad, Serbia (2022):252-252,
https://hdl.handle.net/21.15107/rcub_fiver_2913 .

TY  - CONF
AU  - Yildirim, Kubilay
AU  - Sevgen, İlkay
AU  - Kondić-Špika, Ankica
AU  - Cvejić, Sandra
AU  - Jocić, Siniša
AU  - Miladinović, Dragana
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/2915
AB  - In recent years, sunflower has become a strategic plant due to the increased demand for its oil, as well as low input requirements that enable it to be grown in different agroecological conditions. The most important problem affecting sunflower yield and production are different biotic stressors, such as fungal pathogens and parasitic weed broomrape. The most effective and ecologically-friendly method of control of those stressors is creation of resistant genotypes. Novel, CRISPR-based techniques provide new tools that could accelerate breeding process and introduction of desirable traits into cultivated sunflower. In this work, researchers from Ondokuz Mayıs University and Institute of Field and Vegetable Crops (IFVCNS) combined their knowledge and know-how in order to develop effi cient CRISPR-based protocol(s) applicable in targeted improvement of sunflower.
PB  - Paris : International Sunflower Association
PB  - Novi Sad : Institute of Field and Vegetable Crops
C3  - Proceedings, 20th International Sunflower Conference, 20-23 June 2022, Novi Sad, Serbia
T1  - The first report on efficient CRISPR-based protocol for sunflower
EP  - 186
SP  - 186
UR  - https://hdl.handle.net/21.15107/rcub_fiver_2915
ER  - 

@conference{
author = "Yildirim, Kubilay and Sevgen, İlkay and Kondić-Špika, Ankica and Cvejić, Sandra and Jocić, Siniša and Miladinović, Dragana",
year = "2022",
abstract = "In recent years, sunflower has become a strategic plant due to the increased demand for its oil, as well as low input requirements that enable it to be grown in different agroecological conditions. The most important problem affecting sunflower yield and production are different biotic stressors, such as fungal pathogens and parasitic weed broomrape. The most effective and ecologically-friendly method of control of those stressors is creation of resistant genotypes. Novel, CRISPR-based techniques provide new tools that could accelerate breeding process and introduction of desirable traits into cultivated sunflower. In this work, researchers from Ondokuz Mayıs University and Institute of Field and Vegetable Crops (IFVCNS) combined their knowledge and know-how in order to develop effi cient CRISPR-based protocol(s) applicable in targeted improvement of sunflower.",
publisher = "Paris : International Sunflower Association, Novi Sad : Institute of Field and Vegetable Crops",
journal = "Proceedings, 20th International Sunflower Conference, 20-23 June 2022, Novi Sad, Serbia",
title = "The first report on efficient CRISPR-based protocol for sunflower",
pages = "186-186",
url = "https://hdl.handle.net/21.15107/rcub_fiver_2915"
}

Yildirim, K., Sevgen, İ., Kondić-Špika, A., Cvejić, S., Jocić, S.,& Miladinović, D.. (2022). The first report on efficient CRISPR-based protocol for sunflower. in Proceedings, 20th International Sunflower Conference, 20-23 June 2022, Novi Sad, Serbia
Paris : International Sunflower Association., 186-186.
https://hdl.handle.net/21.15107/rcub_fiver_2915

Yildirim K, Sevgen İ, Kondić-Špika A, Cvejić S, Jocić S, Miladinović D. The first report on efficient CRISPR-based protocol for sunflower. in Proceedings, 20th International Sunflower Conference, 20-23 June 2022, Novi Sad, Serbia. 2022;:186-186.
https://hdl.handle.net/21.15107/rcub_fiver_2915 .

Yildirim, Kubilay, Sevgen, İlkay, Kondić-Špika, Ankica, Cvejić, Sandra, Jocić, Siniša, Miladinović, Dragana, "The first report on efficient CRISPR-based protocol for sunflower" in Proceedings, 20th International Sunflower Conference, 20-23 June 2022, Novi Sad, Serbia (2022):186-186,
https://hdl.handle.net/21.15107/rcub_fiver_2915 .

TY  - CONF
AU  - Jocković, Milan
AU  - Cvejić, Sandra
AU  - Jocić, Siniša
AU  - Miladinović, Dragana
AU  - Radić, Velimir
AU  - Miklič, Vladimir
AU  - Ovuka, Jelena
AU  - Marjanović-Jeromela, Ana
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/2899
AB  - In order to select superior hybrids multilocation trials are organized to evaluate genotype, environment and genotype x environment interaction. The sites regression (SREG) model combined with biplot technique, also known as Genotype Main effects and Genotype by Environment interaction effects (GGE), is useful visual method for evaluation of both, genotype and genotype x environment interaction. In the last decade this model is widely used among researchers for evaluation of genotype performance, as well as delineation of mega-environments. The aim of this research was to evaluate interaction effects on seed yield productivity of NS (Novi Sad) sunflower hybrids grown in diverse environments in South-East Europe and to identify mega-environments. Research included eighteen NS sunflower hybrids grown across sixteen environments in three consecutive years. Test environments were located in Serbia and Romania and differ in climatic conditions as well as in soil composition. As an outcome of the study GGE biplot visualized NS-H-16, NS-H-14, NS-H-6 and NS-H-8 as hybrids with the highest average seed yield.
PB  - Paris : International Sunflower Association
PB  - Novi Sad : Institute of Field and Vegetable Crops
C3  - Proceedings, 20th International Sunflower Conference, 20-23 June 2022, Novi Sad, Serbia
T1  - SREG model evaluation of sunflower hybrids in South-East Europe
EP  - 229
SP  - 229
UR  - https://hdl.handle.net/21.15107/rcub_fiver_2899
ER  - 

@conference{
author = "Jocković, Milan and Cvejić, Sandra and Jocić, Siniša and Miladinović, Dragana and Radić, Velimir and Miklič, Vladimir and Ovuka, Jelena and Marjanović-Jeromela, Ana",
year = "2022",
abstract = "In order to select superior hybrids multilocation trials are organized to evaluate genotype, environment and genotype x environment interaction. The sites regression (SREG) model combined with biplot technique, also known as Genotype Main effects and Genotype by Environment interaction effects (GGE), is useful visual method for evaluation of both, genotype and genotype x environment interaction. In the last decade this model is widely used among researchers for evaluation of genotype performance, as well as delineation of mega-environments. The aim of this research was to evaluate interaction effects on seed yield productivity of NS (Novi Sad) sunflower hybrids grown in diverse environments in South-East Europe and to identify mega-environments. Research included eighteen NS sunflower hybrids grown across sixteen environments in three consecutive years. Test environments were located in Serbia and Romania and differ in climatic conditions as well as in soil composition. As an outcome of the study GGE biplot visualized NS-H-16, NS-H-14, NS-H-6 and NS-H-8 as hybrids with the highest average seed yield.",
publisher = "Paris : International Sunflower Association, Novi Sad : Institute of Field and Vegetable Crops",
journal = "Proceedings, 20th International Sunflower Conference, 20-23 June 2022, Novi Sad, Serbia",
title = "SREG model evaluation of sunflower hybrids in South-East Europe",
pages = "229-229",
url = "https://hdl.handle.net/21.15107/rcub_fiver_2899"
}

Jocković, M., Cvejić, S., Jocić, S., Miladinović, D., Radić, V., Miklič, V., Ovuka, J.,& Marjanović-Jeromela, A.. (2022). SREG model evaluation of sunflower hybrids in South-East Europe. in Proceedings, 20th International Sunflower Conference, 20-23 June 2022, Novi Sad, Serbia
Paris : International Sunflower Association., 229-229.
https://hdl.handle.net/21.15107/rcub_fiver_2899

Jocković M, Cvejić S, Jocić S, Miladinović D, Radić V, Miklič V, Ovuka J, Marjanović-Jeromela A. SREG model evaluation of sunflower hybrids in South-East Europe. in Proceedings, 20th International Sunflower Conference, 20-23 June 2022, Novi Sad, Serbia. 2022;:229-229.
https://hdl.handle.net/21.15107/rcub_fiver_2899 .

Jocković, Milan, Cvejić, Sandra, Jocić, Siniša, Miladinović, Dragana, Radić, Velimir, Miklič, Vladimir, Ovuka, Jelena, Marjanović-Jeromela, Ana, "SREG model evaluation of sunflower hybrids in South-East Europe" in Proceedings, 20th International Sunflower Conference, 20-23 June 2022, Novi Sad, Serbia (2022):229-229,
https://hdl.handle.net/21.15107/rcub_fiver_2899 .

TY  - CONF
AU  - Jocković, Milan
AU  - Jocić, Siniša
AU  - Cvejić, Sandra
AU  - Balalić, Igor
AU  - Hladni, Nada
AU  - Miladinović, Dragana
AU  - Klisurić, Nedjeljko
AU  - Miklič, Vladimir
PY  - 2021
UR  - http://fiver.ifvcns.rs/handle/123456789/2838
AB  - Imajući u vidu da je suncokret osnovni izvor jestivog ulja u Srbiji gajenjem hibrida koji se
odlikuju visokim prinosom semena, a time i ulja, ostvaruje se višestruka prednost kako sa
ekonomske strane, tako i sa strane prehrambene industrije. U radu su predstavljeni rezultati
produktivnosti NS hibrida suncokreta u mreži mikroogleda izvedenih u Srbiji tokom 2020.
godine. Takođe je data preporuka sortimenta za uspešnu proizvodnju u 2021. godini. U
mikroogledima je ispitivano 7 hibrida suncokreta na 14 lokaliteta. Prema rezultatima
mikroogleda, srednje vrednosti prinosa semena NS hibrida suncokreta bile su značajno iznad
višegodišnjeg republičkog proseka koji iznosi 2,63 t/ha.
PB  - Novi Sad : Institut za ratarstvo i povrtarstvo
C3  - Zbornik referata, 55. Savetovanje agronoma i poljoprivrednika Srbije (SAPS), Zlatibor, 31.01-03.02.2021.
T1  - Produktivnost NS hibrida suncokreta u mikroogledima i preporuka za uspešnu proizvodnju u 2021. godini
EP  - 48
SP  - 40
UR  - https://hdl.handle.net/21.15107/rcub_fiver_2838
ER  - 

@conference{
author = "Jocković, Milan and Jocić, Siniša and Cvejić, Sandra and Balalić, Igor and Hladni, Nada and Miladinović, Dragana and Klisurić, Nedjeljko and Miklič, Vladimir",
year = "2021",
abstract = "Imajući u vidu da je suncokret osnovni izvor jestivog ulja u Srbiji gajenjem hibrida koji se
odlikuju visokim prinosom semena, a time i ulja, ostvaruje se višestruka prednost kako sa
ekonomske strane, tako i sa strane prehrambene industrije. U radu su predstavljeni rezultati
produktivnosti NS hibrida suncokreta u mreži mikroogleda izvedenih u Srbiji tokom 2020.
godine. Takođe je data preporuka sortimenta za uspešnu proizvodnju u 2021. godini. U
mikroogledima je ispitivano 7 hibrida suncokreta na 14 lokaliteta. Prema rezultatima
mikroogleda, srednje vrednosti prinosa semena NS hibrida suncokreta bile su značajno iznad
višegodišnjeg republičkog proseka koji iznosi 2,63 t/ha.",
publisher = "Novi Sad : Institut za ratarstvo i povrtarstvo",
journal = "Zbornik referata, 55. Savetovanje agronoma i poljoprivrednika Srbije (SAPS), Zlatibor, 31.01-03.02.2021.",
title = "Produktivnost NS hibrida suncokreta u mikroogledima i preporuka za uspešnu proizvodnju u 2021. godini",
pages = "48-40",
url = "https://hdl.handle.net/21.15107/rcub_fiver_2838"
}

Jocković, M., Jocić, S., Cvejić, S., Balalić, I., Hladni, N., Miladinović, D., Klisurić, N.,& Miklič, V.. (2021). Produktivnost NS hibrida suncokreta u mikroogledima i preporuka za uspešnu proizvodnju u 2021. godini. in Zbornik referata, 55. Savetovanje agronoma i poljoprivrednika Srbije (SAPS), Zlatibor, 31.01-03.02.2021.
Novi Sad : Institut za ratarstvo i povrtarstvo., 40-48.
https://hdl.handle.net/21.15107/rcub_fiver_2838

Jocković M, Jocić S, Cvejić S, Balalić I, Hladni N, Miladinović D, Klisurić N, Miklič V. Produktivnost NS hibrida suncokreta u mikroogledima i preporuka za uspešnu proizvodnju u 2021. godini. in Zbornik referata, 55. Savetovanje agronoma i poljoprivrednika Srbije (SAPS), Zlatibor, 31.01-03.02.2021.. 2021;:40-48.
https://hdl.handle.net/21.15107/rcub_fiver_2838 .

Jocković, Milan, Jocić, Siniša, Cvejić, Sandra, Balalić, Igor, Hladni, Nada, Miladinović, Dragana, Klisurić, Nedjeljko, Miklič, Vladimir, "Produktivnost NS hibrida suncokreta u mikroogledima i preporuka za uspešnu proizvodnju u 2021. godini" in Zbornik referata, 55. Savetovanje agronoma i poljoprivrednika Srbije (SAPS), Zlatibor, 31.01-03.02.2021. (2021):40-48,
https://hdl.handle.net/21.15107/rcub_fiver_2838 .

TY  - CONF
AU  - Miladinović, Dragana
AU  - Marjanović-Jeromela, Ana
AU  - Cvejić, Sandra
AU  - Jocić, Siniša
AU  - Radanović, Aleksandra
AU  - Jocković, Milan
AU  - Dedić, Boško
AU  - Gvozdenac, Sonja
AU  - Hladni, Nada
AU  - Kondić-Špika, Ankica
PY  - 2021
UR  - http://fiver.ifvcns.rs/handle/123456789/2492
AB  - Oil crops breeding at Institute of Field and Vegetable Crops (IFVCNS) has a successful 50-year long tradition that resulted in collection of 7000 sunflower inbred lines, as well as collection of wild sunflowers and substantial collections of genetic resources of rapeseed, pumpkins and 24 minor oil crops. Creation of new oil crop varieties using classical breeding methods is a long-term process, sometimes not efficient enough to meet demands of changing environment and market demands of 21st century.
PB  - Novi Sad : University of Novi Sad, Faculty of Sciences
C3  - Book of Abstracts, International Bioscience Conference and the 8th International PSU – UNS Bioscience Conference, 25-26 November 2021, Novi Sad, Serbia
T1  - Oil crops breeding at IFVCNS – new tools for tackling changing environment and market demands
EP  - 236
SP  - 235
UR  - https://hdl.handle.net/21.15107/rcub_fiver_2492
ER  - 

@conference{
author = "Miladinović, Dragana and Marjanović-Jeromela, Ana and Cvejić, Sandra and Jocić, Siniša and Radanović, Aleksandra and Jocković, Milan and Dedić, Boško and Gvozdenac, Sonja and Hladni, Nada and Kondić-Špika, Ankica",
year = "2021",
abstract = "Oil crops breeding at Institute of Field and Vegetable Crops (IFVCNS) has a successful 50-year long tradition that resulted in collection of 7000 sunflower inbred lines, as well as collection of wild sunflowers and substantial collections of genetic resources of rapeseed, pumpkins and 24 minor oil crops. Creation of new oil crop varieties using classical breeding methods is a long-term process, sometimes not efficient enough to meet demands of changing environment and market demands of 21st century.",
publisher = "Novi Sad : University of Novi Sad, Faculty of Sciences",
journal = "Book of Abstracts, International Bioscience Conference and the 8th International PSU – UNS Bioscience Conference, 25-26 November 2021, Novi Sad, Serbia",
title = "Oil crops breeding at IFVCNS – new tools for tackling changing environment and market demands",
pages = "236-235",
url = "https://hdl.handle.net/21.15107/rcub_fiver_2492"
}

Miladinović, D., Marjanović-Jeromela, A., Cvejić, S., Jocić, S., Radanović, A., Jocković, M., Dedić, B., Gvozdenac, S., Hladni, N.,& Kondić-Špika, A.. (2021). Oil crops breeding at IFVCNS – new tools for tackling changing environment and market demands. in Book of Abstracts, International Bioscience Conference and the 8th International PSU – UNS Bioscience Conference, 25-26 November 2021, Novi Sad, Serbia
Novi Sad : University of Novi Sad, Faculty of Sciences., 235-236.
https://hdl.handle.net/21.15107/rcub_fiver_2492

Miladinović D, Marjanović-Jeromela A, Cvejić S, Jocić S, Radanović A, Jocković M, Dedić B, Gvozdenac S, Hladni N, Kondić-Špika A. Oil crops breeding at IFVCNS – new tools for tackling changing environment and market demands. in Book of Abstracts, International Bioscience Conference and the 8th International PSU – UNS Bioscience Conference, 25-26 November 2021, Novi Sad, Serbia. 2021;:235-236.
https://hdl.handle.net/21.15107/rcub_fiver_2492 .

Miladinović, Dragana, Marjanović-Jeromela, Ana, Cvejić, Sandra, Jocić, Siniša, Radanović, Aleksandra, Jocković, Milan, Dedić, Boško, Gvozdenac, Sonja, Hladni, Nada, Kondić-Špika, Ankica, "Oil crops breeding at IFVCNS – new tools for tackling changing environment and market demands" in Book of Abstracts, International Bioscience Conference and the 8th International PSU – UNS Bioscience Conference, 25-26 November 2021, Novi Sad, Serbia (2021):235-236,
https://hdl.handle.net/21.15107/rcub_fiver_2492 .

TY  - CONF
AU  - Kondić-Špika, Ankica
AU  - Mikić, Sanja
AU  - Mirosavljević, Milan
AU  - Takač, Verica
AU  - Miladinović, Dragana
AU  - Marjanović-Jeromela, Ana
PY  - 2021
UR  - http://fiver.ifvcns.rs/handle/123456789/2260
AB  - Developing wheat able to sustainably produce high yields when grown under biotic/abiotic stresses is an important goal, in order to obtain food security in the face of ever-increasing human population and unpredictable global climatic conditions. However, random mutagenesis or genetic recombination as conventional ways for wheat improvement, are time-consuming and cannot keep pace with increasing food demands. Targeted genome editing (GE) technologies, like zinc-finger nucleases, transcription activator-like effector nuclease, and clustered regularly interspaced short palindromic repeats (CRISPR)/(CRISPR)-associated protein 9 (Cas9)) have been successfully used in editing wheat genome to get heritable variations for creating diversity and precision breeding. The tetraploid durum wheat (Triticum turgidum ssp. durum L.) and the hexaploid bread wheat (Triticum aestivum L.) are the most widely cultivated types, both with large genomes, developed as a consequence of ancient hybridization events between ancestral progenitors.
T1  - Genome editing of wheat - challenges and prospects for tackling changing environment
UR  - https://hdl.handle.net/21.15107/rcub_fiver_2260
ER  - 

@conference{
author = "Kondić-Špika, Ankica and Mikić, Sanja and Mirosavljević, Milan and Takač, Verica and Miladinović, Dragana and Marjanović-Jeromela, Ana",
year = "2021",
abstract = "Developing wheat able to sustainably produce high yields when grown under biotic/abiotic stresses is an important goal, in order to obtain food security in the face of ever-increasing human population and unpredictable global climatic conditions. However, random mutagenesis or genetic recombination as conventional ways for wheat improvement, are time-consuming and cannot keep pace with increasing food demands. Targeted genome editing (GE) technologies, like zinc-finger nucleases, transcription activator-like effector nuclease, and clustered regularly interspaced short palindromic repeats (CRISPR)/(CRISPR)-associated protein 9 (Cas9)) have been successfully used in editing wheat genome to get heritable variations for creating diversity and precision breeding. The tetraploid durum wheat (Triticum turgidum ssp. durum L.) and the hexaploid bread wheat (Triticum aestivum L.) are the most widely cultivated types, both with large genomes, developed as a consequence of ancient hybridization events between ancestral progenitors.",
title = "Genome editing of wheat - challenges and prospects for tackling changing environment",
url = "https://hdl.handle.net/21.15107/rcub_fiver_2260"
}

Kondić-Špika, A., Mikić, S., Mirosavljević, M., Takač, V., Miladinović, D.,& Marjanović-Jeromela, A.. (2021). Genome editing of wheat - challenges and prospects for tackling changing environment. .
https://hdl.handle.net/21.15107/rcub_fiver_2260

Kondić-Špika A, Mikić S, Mirosavljević M, Takač V, Miladinović D, Marjanović-Jeromela A. Genome editing of wheat - challenges and prospects for tackling changing environment. 2021;.
https://hdl.handle.net/21.15107/rcub_fiver_2260 .

Kondić-Špika, Ankica, Mikić, Sanja, Mirosavljević, Milan, Takač, Verica, Miladinović, Dragana, Marjanović-Jeromela, Ana, "Genome editing of wheat - challenges and prospects for tackling changing environment" (2021),
https://hdl.handle.net/21.15107/rcub_fiver_2260 .