TY  - JOUR
AU  - Kondić-Špika, Ankica
AU  - Mikić, Sanja
AU  - Mirosavljević, Milan
AU  - Trkulja, Dragana
AU  - Marjanović-Jeromela, Ana
AU  - Rajković, Dragana
AU  - Radanović, Aleksandra
AU  - Cvejić, Sandra
AU  - Glogovac, Svetlana
AU  - Dodig, Dejan
AU  - Božinović, Sofija
AU  - Šatović, Zlatko
AU  - Lazarević, Boris
AU  - Šimić, Domagoj
AU  - Novoselović, Dario
AU  - Vass, Imre
AU  - Pauk, Janos
AU  - Miladinović, Dragana
PY  - 2022
UR  - http://fiver.ifvcns.rs/handle/123456789/3447
AB  - The Pannonian Plain, as the most productive region of Southeast Europe, has a long tradition of agronomic production as well as agronomic research and plant breeding. Many research institutions from the agri-food sector of this region have a significant impact on agriculture. Their well-developed and fruitful breeding programmes resulted in productive crop varieties highly adapted to the specific regional environmental conditions. Rapid climatic changes that occurred during the last decades led to even more investigations of complex interactions between plants and their environments and the creation of climate-smart and resilient crops. Plant phenotyping is an essential part of botanical, biological, agronomic, physiological, biochemical, genetic, and other omics approaches. Phenotyping tools and applied methods differ among these disciplines, but all of them are used to evaluate and measure complex traits related to growth, yield, quality, and adaptation to different environmental stresses (biotic and abiotic). During almost a century-long period of plant breeding in the Pannonian region, plant phenotyping methods have changed, from simple measurements in the field to modern plant phenotyping and high-throughput non-invasive and digital technologies. In this review, we present a short historical background and the most recent developments in the field of plant phenotyping, as well as the results accomplished so far in Croatia, Hungary, and Serbia. Current status and perspectives for further simultaneous regional development and modernization of plant phenotyping are also discussed.
PB  - Oxford :  Society for Experimental Biology
T2  - Journal of Experimental Botany
T1  - Crop breeding for a changing climate in the Pannonian region: towards integration of modern phenotyping tools
EP  - 5110
IS  - 15
SP  - 5089
VL  - 73
DO  - 10.1093/jxb/erac181
ER  - 

@article{
author = "Kondić-Špika, Ankica and Mikić, Sanja and Mirosavljević, Milan and Trkulja, Dragana and Marjanović-Jeromela, Ana and Rajković, Dragana and Radanović, Aleksandra and Cvejić, Sandra and Glogovac, Svetlana and Dodig, Dejan and Božinović, Sofija and Šatović, Zlatko and Lazarević, Boris and Šimić, Domagoj and Novoselović, Dario and Vass, Imre and Pauk, Janos and Miladinović, Dragana",
year = "2022",
abstract = "The Pannonian Plain, as the most productive region of Southeast Europe, has a long tradition of agronomic production as well as agronomic research and plant breeding. Many research institutions from the agri-food sector of this region have a significant impact on agriculture. Their well-developed and fruitful breeding programmes resulted in productive crop varieties highly adapted to the specific regional environmental conditions. Rapid climatic changes that occurred during the last decades led to even more investigations of complex interactions between plants and their environments and the creation of climate-smart and resilient crops. Plant phenotyping is an essential part of botanical, biological, agronomic, physiological, biochemical, genetic, and other omics approaches. Phenotyping tools and applied methods differ among these disciplines, but all of them are used to evaluate and measure complex traits related to growth, yield, quality, and adaptation to different environmental stresses (biotic and abiotic). During almost a century-long period of plant breeding in the Pannonian region, plant phenotyping methods have changed, from simple measurements in the field to modern plant phenotyping and high-throughput non-invasive and digital technologies. In this review, we present a short historical background and the most recent developments in the field of plant phenotyping, as well as the results accomplished so far in Croatia, Hungary, and Serbia. Current status and perspectives for further simultaneous regional development and modernization of plant phenotyping are also discussed.",
publisher = "Oxford :  Society for Experimental Biology",
journal = "Journal of Experimental Botany",
title = "Crop breeding for a changing climate in the Pannonian region: towards integration of modern phenotyping tools",
pages = "5110-5089",
number = "15",
volume = "73",
doi = "10.1093/jxb/erac181"
}

Kondić-Špika, A., Mikić, S., Mirosavljević, M., Trkulja, D., Marjanović-Jeromela, A., Rajković, D., Radanović, A., Cvejić, S., Glogovac, S., Dodig, D., Božinović, S., Šatović, Z., Lazarević, B., Šimić, D., Novoselović, D., Vass, I., Pauk, J.,& Miladinović, D.. (2022). Crop breeding for a changing climate in the Pannonian region: towards integration of modern phenotyping tools. in Journal of Experimental Botany
Oxford :  Society for Experimental Biology., 73(15), 5089-5110.
https://doi.org/10.1093/jxb/erac181

Kondić-Špika A, Mikić S, Mirosavljević M, Trkulja D, Marjanović-Jeromela A, Rajković D, Radanović A, Cvejić S, Glogovac S, Dodig D, Božinović S, Šatović Z, Lazarević B, Šimić D, Novoselović D, Vass I, Pauk J, Miladinović D. Crop breeding for a changing climate in the Pannonian region: towards integration of modern phenotyping tools. in Journal of Experimental Botany. 2022;73(15):5089-5110.
doi:10.1093/jxb/erac181 .

Kondić-Špika, Ankica, Mikić, Sanja, Mirosavljević, Milan, Trkulja, Dragana, Marjanović-Jeromela, Ana, Rajković, Dragana, Radanović, Aleksandra, Cvejić, Sandra, Glogovac, Svetlana, Dodig, Dejan, Božinović, Sofija, Šatović, Zlatko, Lazarević, Boris, Šimić, Domagoj, Novoselović, Dario, Vass, Imre, Pauk, Janos, Miladinović, Dragana, "Crop breeding for a changing climate in the Pannonian region: towards integration of modern phenotyping tools" in Journal of Experimental Botany, 73, no. 15 (2022):5089-5110,
https://doi.org/10.1093/jxb/erac181 . .

TY  - JOUR
AU  - Dodig, Dejan
AU  - Božinović, Sofija
AU  - Nikolić, Ana
AU  - Zorić, Miroslav
AU  - Vancetović, Jelena
AU  - Ignjatović-Micić, Dragana
AU  - Delić, Nenad
AU  - Weigelt-Fischer, Kathleen
AU  - Junker, Astrid
AU  - Altmann, Thomas
PY  - 2019
UR  - http://fiver.ifvcns.rs/handle/123456789/1846
AB  - Phenotypic measurements under controlled cultivation conditions are essential to gain a mechanistic understanding of plant responses to environmental impacts and thus for knowledge-based improvement of their performance under natural field conditions. Twenty maize inbred lines (ILs) were phenotyped in response to two levels of water and nitrogen supply (control and stress) and combined nitrogen and water deficit. Over a course of 5 weeks (from about 4-leaf stage to the beginning of the reproductive stage), maize phenology and growth were monitored by using a high-throughput phenotyping platform for daily acquisition of images in different spectral ranges. The focus of the present study is on the measurements taken at the time of maximum water stress (for traits that reflect plant physiological properties) and at the end of the experiment (for traits that reflect plant architectural and biomass-related traits). Twenty-five phenotypic traits extracted from the digital image data that support biological interpretation of plant growth were selected for their predictive value for mid-season shoot biomass accumulation. Measured fresh and dry weights after harvest were used to calculate various indices (water-use efficiency, physiological nitrogen-use efficiency, specific plant weight) and to establish correlations with image-derived phenotypic features. Also, score indices based on dry weight were used to identify contrasting ILs in terms of productivity and tolerance to stress, and their means for image-derived and manually measured traits were compared. Color-related traits appear to be indicative of plant performance and photosystem II operating efficiency might be an importance physiological parameter of biomass accumulation, particularly under severe stress conditions. Also, genotypes showing greater leaf area may be better adapted to abiotic stress conditions.
PB  - Frontiers Media Sa, Lausanne
T2  - Frontiers in Plant Science
T1  - Image-Derived Traits Related to Mid-Season Growth Performance of Maize Under Nitrogen and Water Stress
VL  - 10
DO  - 10.3389/fpls.2019.00814
ER  - 

@article{
author = "Dodig, Dejan and Božinović, Sofija and Nikolić, Ana and Zorić, Miroslav and Vancetović, Jelena and Ignjatović-Micić, Dragana and Delić, Nenad and Weigelt-Fischer, Kathleen and Junker, Astrid and Altmann, Thomas",
year = "2019",
abstract = "Phenotypic measurements under controlled cultivation conditions are essential to gain a mechanistic understanding of plant responses to environmental impacts and thus for knowledge-based improvement of their performance under natural field conditions. Twenty maize inbred lines (ILs) were phenotyped in response to two levels of water and nitrogen supply (control and stress) and combined nitrogen and water deficit. Over a course of 5 weeks (from about 4-leaf stage to the beginning of the reproductive stage), maize phenology and growth were monitored by using a high-throughput phenotyping platform for daily acquisition of images in different spectral ranges. The focus of the present study is on the measurements taken at the time of maximum water stress (for traits that reflect plant physiological properties) and at the end of the experiment (for traits that reflect plant architectural and biomass-related traits). Twenty-five phenotypic traits extracted from the digital image data that support biological interpretation of plant growth were selected for their predictive value for mid-season shoot biomass accumulation. Measured fresh and dry weights after harvest were used to calculate various indices (water-use efficiency, physiological nitrogen-use efficiency, specific plant weight) and to establish correlations with image-derived phenotypic features. Also, score indices based on dry weight were used to identify contrasting ILs in terms of productivity and tolerance to stress, and their means for image-derived and manually measured traits were compared. Color-related traits appear to be indicative of plant performance and photosystem II operating efficiency might be an importance physiological parameter of biomass accumulation, particularly under severe stress conditions. Also, genotypes showing greater leaf area may be better adapted to abiotic stress conditions.",
publisher = "Frontiers Media Sa, Lausanne",
journal = "Frontiers in Plant Science",
title = "Image-Derived Traits Related to Mid-Season Growth Performance of Maize Under Nitrogen and Water Stress",
volume = "10",
doi = "10.3389/fpls.2019.00814"
}

Dodig, D., Božinović, S., Nikolić, A., Zorić, M., Vancetović, J., Ignjatović-Micić, D., Delić, N., Weigelt-Fischer, K., Junker, A.,& Altmann, T.. (2019). Image-Derived Traits Related to Mid-Season Growth Performance of Maize Under Nitrogen and Water Stress. in Frontiers in Plant Science
Frontiers Media Sa, Lausanne., 10.
https://doi.org/10.3389/fpls.2019.00814

Dodig D, Božinović S, Nikolić A, Zorić M, Vancetović J, Ignjatović-Micić D, Delić N, Weigelt-Fischer K, Junker A, Altmann T. Image-Derived Traits Related to Mid-Season Growth Performance of Maize Under Nitrogen and Water Stress. in Frontiers in Plant Science. 2019;10.
doi:10.3389/fpls.2019.00814 .

Dodig, Dejan, Božinović, Sofija, Nikolić, Ana, Zorić, Miroslav, Vancetović, Jelena, Ignjatović-Micić, Dragana, Delić, Nenad, Weigelt-Fischer, Kathleen, Junker, Astrid, Altmann, Thomas, "Image-Derived Traits Related to Mid-Season Growth Performance of Maize Under Nitrogen and Water Stress" in Frontiers in Plant Science, 10 (2019),
https://doi.org/10.3389/fpls.2019.00814 . .

TY  - CONF
AU  - Dodig, Dejan
AU  - Božinović, Sofija
AU  - Nikolić, Ana
AU  - Zorić, Miroslav
AU  - Vančetović, Jelena
AU  - Micić-Ignjatović, Dragana
AU  - Junker, Astrid
PY  - 2018
UR  - http://fiver.ifvcns.rs/handle/123456789/3087
AB  - Snabdevanje biljaka vodom i dostupnost azota su glavni faktori koji utiču na produktivnost kukuruza širom sveta. U ovom eksperimentu proučavan je razvoj nadzemnog dela biljake 20 inbred linija kukuruza u uslovima nedostatka vode i azota tokom vegetativnog razvoja (počev od faze šestog lista pa do početka metliĉenja) uz pomoć automatskog merenja biljaka. Blizu 200 digitalnih osobina je dobijeno obradom fotografija nastalih uz pomoć vidljive, fluorescentne i blisko-infracrvene svetlosti. Odabrano je 25 reprezentativnih digitalnih osobina za dalje analize. Takođe, poslednjeg dana eksperimenta na klasičan naĉin su merene sveža i suva masa nadzemnog dela biljke, relativni sadržaj vode u listu, sadržaj hlorofila u listu i broj listova po biljci.
AB  - Water supply and nitrogen availability are major abiotic factors affecting agricultural productivity of maize worldwide. In this experiment we have evaluated shoot developmental characteristics of twenty maize inbred lines, under water and nitrogen shortage in mid to late vegetative stage (from-leaf six up to start of tasseling) using high-throughput automated phenotyping platform. Nearly 200 digital traits have been extracted from automated imaging by visible (color), fluorescence and near-infra-red imaging systems. In addition, fresh and dry weight, relative water content, chlorophyll content and leaf number were measured manually at the end of the experiment. A set of 25 representative digital traits has been chosen for further analysis. Limited water supply was the main restrictive factor in maize shoot development for all the genotypes (detectable ten days after the beginning of the stress), while the effect of limited nitrogen supply mostly could not be observed until the very end of the experiment.
PB  - Beograd : Društvo genetičara Srbije
PB  - Beograd : Društvo selekcionera i semenara Republike Srbije
C3  - Zbornik apstrakata, 6. Simpozijum Sekcije za oplemenjivanje organizama Društva genetičara Srbije i 9. Simpozijum Društva selekcionera i semenara Republike Srbije, Vrnjačka Banja, 7-11.05.2018.
T1  - Automatsko merenje morfoloških i fizioloških osobina kukuruza u uslovima suše i nedostatka azota tokom vegetativnog razvoja
T1  - Automated phenotyping of maize morphological and physiological response to vegetative water and nitrogen stress
EP  - 28
SP  - 27
UR  - https://hdl.handle.net/21.15107/rcub_fiver_3087
ER  - 

@conference{
author = "Dodig, Dejan and Božinović, Sofija and Nikolić, Ana and Zorić, Miroslav and Vančetović, Jelena and Micić-Ignjatović, Dragana and Junker, Astrid",
year = "2018",
abstract = "Snabdevanje biljaka vodom i dostupnost azota su glavni faktori koji utiču na produktivnost kukuruza širom sveta. U ovom eksperimentu proučavan je razvoj nadzemnog dela biljake 20 inbred linija kukuruza u uslovima nedostatka vode i azota tokom vegetativnog razvoja (počev od faze šestog lista pa do početka metliĉenja) uz pomoć automatskog merenja biljaka. Blizu 200 digitalnih osobina je dobijeno obradom fotografija nastalih uz pomoć vidljive, fluorescentne i blisko-infracrvene svetlosti. Odabrano je 25 reprezentativnih digitalnih osobina za dalje analize. Takođe, poslednjeg dana eksperimenta na klasičan naĉin su merene sveža i suva masa nadzemnog dela biljke, relativni sadržaj vode u listu, sadržaj hlorofila u listu i broj listova po biljci., Water supply and nitrogen availability are major abiotic factors affecting agricultural productivity of maize worldwide. In this experiment we have evaluated shoot developmental characteristics of twenty maize inbred lines, under water and nitrogen shortage in mid to late vegetative stage (from-leaf six up to start of tasseling) using high-throughput automated phenotyping platform. Nearly 200 digital traits have been extracted from automated imaging by visible (color), fluorescence and near-infra-red imaging systems. In addition, fresh and dry weight, relative water content, chlorophyll content and leaf number were measured manually at the end of the experiment. A set of 25 representative digital traits has been chosen for further analysis. Limited water supply was the main restrictive factor in maize shoot development for all the genotypes (detectable ten days after the beginning of the stress), while the effect of limited nitrogen supply mostly could not be observed until the very end of the experiment.",
publisher = "Beograd : Društvo genetičara Srbije, Beograd : Društvo selekcionera i semenara Republike Srbije",
journal = "Zbornik apstrakata, 6. Simpozijum Sekcije za oplemenjivanje organizama Društva genetičara Srbije i 9. Simpozijum Društva selekcionera i semenara Republike Srbije, Vrnjačka Banja, 7-11.05.2018.",
title = "Automatsko merenje morfoloških i fizioloških osobina kukuruza u uslovima suše i nedostatka azota tokom vegetativnog razvoja, Automated phenotyping of maize morphological and physiological response to vegetative water and nitrogen stress",
pages = "28-27",
url = "https://hdl.handle.net/21.15107/rcub_fiver_3087"
}

Dodig, D., Božinović, S., Nikolić, A., Zorić, M., Vančetović, J., Micić-Ignjatović, D.,& Junker, A.. (2018). Automatsko merenje morfoloških i fizioloških osobina kukuruza u uslovima suše i nedostatka azota tokom vegetativnog razvoja. in Zbornik apstrakata, 6. Simpozijum Sekcije za oplemenjivanje organizama Društva genetičara Srbije i 9. Simpozijum Društva selekcionera i semenara Republike Srbije, Vrnjačka Banja, 7-11.05.2018.
Beograd : Društvo genetičara Srbije., 27-28.
https://hdl.handle.net/21.15107/rcub_fiver_3087

Dodig D, Božinović S, Nikolić A, Zorić M, Vančetović J, Micić-Ignjatović D, Junker A. Automatsko merenje morfoloških i fizioloških osobina kukuruza u uslovima suše i nedostatka azota tokom vegetativnog razvoja. in Zbornik apstrakata, 6. Simpozijum Sekcije za oplemenjivanje organizama Društva genetičara Srbije i 9. Simpozijum Društva selekcionera i semenara Republike Srbije, Vrnjačka Banja, 7-11.05.2018.. 2018;:27-28.
https://hdl.handle.net/21.15107/rcub_fiver_3087 .

Dodig, Dejan, Božinović, Sofija, Nikolić, Ana, Zorić, Miroslav, Vančetović, Jelena, Micić-Ignjatović, Dragana, Junker, Astrid, "Automatsko merenje morfoloških i fizioloških osobina kukuruza u uslovima suše i nedostatka azota tokom vegetativnog razvoja" in Zbornik apstrakata, 6. Simpozijum Sekcije za oplemenjivanje organizama Društva genetičara Srbije i 9. Simpozijum Društva selekcionera i semenara Republike Srbije, Vrnjačka Banja, 7-11.05.2018. (2018):27-28,
https://hdl.handle.net/21.15107/rcub_fiver_3087 .

TY  - JOUR
AU  - Božinović, Sofija
AU  - Vancetović, Jelena
AU  - Babić, Milosav
AU  - Filipović, Milomir
AU  - Delić, Nenad
PY  - 2010
UR  - http://fiver.ifvcns.rs/handle/123456789/792
AB  - Bozinovic S., J.Vancetovic, M.Babic, M.Filipovic and N.Delic (2010): The plus-hybrid effect on the grain yield of two ZP maize hybrids-Genetika, Vol 42, No. 3,475 -484. The combined effect of cytoplasmic male sterility and xenia on maize hybrid traits is referred to as the plus-hybrid effect. Two studied ZP hybrids differently responded to this effect for grain yield. All plus-hybrid combinations of the firstly observed hybrid had a higher yield than their fertile counterparts, but not significantly, while only one combination of the second hybrid positively responded, also without statistical significance. It seems that the observed effect mostly depended on the genotype of the female component.
PB  - Društvo genetičara Srbije, Beograd
T2  - Genetika-Belgrade
T1  - The plus-hybrid effect on the grain yield of two ZP maize hybrids
EP  - 484
IS  - 3
SP  - 475
VL  - 42
DO  - 10.2298/GENSR1003475B
ER  - 

@article{
author = "Božinović, Sofija and Vancetović, Jelena and Babić, Milosav and Filipović, Milomir and Delić, Nenad",
year = "2010",
abstract = "Bozinovic S., J.Vancetovic, M.Babic, M.Filipovic and N.Delic (2010): The plus-hybrid effect on the grain yield of two ZP maize hybrids-Genetika, Vol 42, No. 3,475 -484. The combined effect of cytoplasmic male sterility and xenia on maize hybrid traits is referred to as the plus-hybrid effect. Two studied ZP hybrids differently responded to this effect for grain yield. All plus-hybrid combinations of the firstly observed hybrid had a higher yield than their fertile counterparts, but not significantly, while only one combination of the second hybrid positively responded, also without statistical significance. It seems that the observed effect mostly depended on the genotype of the female component.",
publisher = "Društvo genetičara Srbije, Beograd",
journal = "Genetika-Belgrade",
title = "The plus-hybrid effect on the grain yield of two ZP maize hybrids",
pages = "484-475",
number = "3",
volume = "42",
doi = "10.2298/GENSR1003475B"
}

Božinović, S., Vancetović, J., Babić, M., Filipović, M.,& Delić, N.. (2010). The plus-hybrid effect on the grain yield of two ZP maize hybrids. in Genetika-Belgrade
Društvo genetičara Srbije, Beograd., 42(3), 475-484.
https://doi.org/10.2298/GENSR1003475B

Božinović S, Vancetović J, Babić M, Filipović M, Delić N. The plus-hybrid effect on the grain yield of two ZP maize hybrids. in Genetika-Belgrade. 2010;42(3):475-484.
doi:10.2298/GENSR1003475B .

Božinović, Sofija, Vancetović, Jelena, Babić, Milosav, Filipović, Milomir, Delić, Nenad, "The plus-hybrid effect on the grain yield of two ZP maize hybrids" in Genetika-Belgrade, 42, no. 3 (2010):475-484,
https://doi.org/10.2298/GENSR1003475B . .