Deliverables Documents, reports (18) First report on COMM model co-creation events presents the results from the model cocreation events held in that period compiling and assessing the reports of BIOS researchers and surveys completed by participating stakeholders Report on S&T dedicated workshops presents the results from the workshops held in that year compiling and assessing the reports of BIOS researchers Periodic Report on S&T mobility - Year 3 presents the results from expert visits and shortterm visits that occurred in that year compiling and assessing the reports of researchers from both institutions Final report on dissemination tools and material: This report will summarise the communication materials produced in DRAGON including brochures leaflets posters etc First report on dissemination tools and material This report will summarise the communication materials produced in DRAGON, including brochures, leaflets, posters, etc. Final Report on COMM model co-creation events presents the results from the model cocreation events held in that period compiling and assessing the reports of BIOS researchers and surveys completed by participating stakeholders Events – Year 2 annual report that includes collected information title date location content on all the significant events organized during that year Report on participation of BIOS-researchers at conferences/ISPA events summarises all the conferencesISPA events and outcomes of knowledge transfer to BIOS researchers Final report on the residency programs This report will contain information on the results as well as gathered information from this activity both from the scientists and farmers in the form of a survey Periodic Report on S&T mobility - Year 2 presents the results from expert visits and shortterm visits that occurred in that year compiling and assessing the reports of researchers from both institutions First periodic report on COMMunication mobility presents the result from expert visits and staff exchanges related (as 1st preparatory steps) to the model co-creation events, compiling and assessing the reports of researchers from both institutions. Plan for the Exploitation and Dissemination of Results – PEDR The PEDR will be developed, at an early stage, outlining (among others) the dissemination strategy, the key communication messages and content to be employed by DRAGON as well as to identify and employ the most suitable channels Events – Year 3 annual report that includes collected information title date location content on all the significant events organized during that year Second report on COMMunication mobility presents the results from expert visits and staff exchanges related as 1st preparatory steps to the model cocreation events compiling and assessing the reports of researchers from both institutions Periodic Report on S&T mobility - Year 1 presents the results from expert visits and short-term visits that occurred in that year, compiling and assessing the reports of researchers from both institutions Events – Year 1 annual report that includes collected information (title, date, location, content) on all the significant events organized during that year History of the peer-reviewed publications outlines the peer-reviewed publications (in the fields of research related to the DRAGON topics such as data analytics, precision agriculture, IoT, sensing devices in agriculture etc.) of BIOS as the coordinating entity during the three years preceding the start date of the project Report on summer school organization and implementation includes the main topics list of lecturers environment hosting institutions and responsible researchers list of instruments and models in use duration technical requirements and starting dates Open Research Data Pilot (2) Data Management Plan (DMP) outlines the framework for all the issues related to data management 1st version of Data Management Plan (DMP) outlines the framework for all the issues related to data management. Websites, patent fillings, videos etc. (1) Online course This document provides elearning content and material Publications Conference proceedings (16) Within-field correlation between satellite-derived vegetation indices and grain yield of wheat Author(s): Dragana Blagojević, Stefanija Stojković, Sanja Brdar, Vladimir Crnojević Published in: Book of Abstracts - Bioscience Conference and the 8th International PSU – UNS Bioscience Conference (IBSC2021), 2021, Page(s) 217-218, ISBN 978-86-7031-541-9 Publisher: Faculty of Sciences DOI: 10.5281/zenodo.5760375 Wheat Ear Detection in RGB and Thermal Images Using Deep Neural Networks Author(s): Zeljana Grbović, Marko Panić, Oskar Marko, Sanja Brdar, Vladimir Crnojević Published in: Proceedings book of 15th International Conference on Machine Learning and Data Mining MLDM 2019, Issue vol 2., 2019, Page(s) 875-889, ISBN 978-3-942952-63-7 Publisher: ibai publishing house DOI: 10.5281/zenodo.3492023 Domain adaptation with unlabeled data for model transferability between airborne particle identifiers Author(s): Matavulj, Predrag; Brdar, Sanja; Miloš Racković; Šikoparija, Branko; Athanasiadis, Ioannis N. Published in: 17th International Conference on Machine Learning and Data Mining MLDM 2021, 2021, Page(s) 147-159, ISBN 978-3-942952-81-1 Publisher: ibai-publishing DOI: 10.5281/zenodo.5574163 Suppression of ring artifacts in reconstructed holographic images using graph signal processing Author(s): Dimitrije Stefanović, Marko Panić, Vladimir Crnojević, Niksa Jakovljević Published in: Book of Abstracts - Bioscience Conference and the 8th International PSU – UNS Bioscience Conference (IBSC2021), 2021, Page(s) 25-26, ISBN 978-86-7031-541-9 Publisher: Faculty of Sciences DOI: 10.5281/zenodo.6380282 Optimization of a hemolymph protein extraction method from native polyacrylamide ge Author(s): Teodora Knežić, Miloš Avramov, Željko D. Popović, Ljiljana Janjušević, Mila Djisalov, Ivana Gadjanski Published in: Book of Abstracts - Bioscience Conference and the 8th International PSU – UNS Bioscience Conference (IBSC2021), 2021, Page(s) 165-166, ISBN 978-86-7031-541-9 Publisher: Faculty of Sciences DOI: 10.5281/zenodo.6380873 Correlation analysis of yield components in winter wheat grown on less productive soil Author(s): Nataša Ljubičić, Bojana Ivošević, Vera Popović, Maša Buđen, Miloš Pajić, Dragana Blagojević, Marko Kostić Published in: Book of Abstracts - Bioscience Conference and the 8th International PSU – UNS Bioscience Conference (IBSC2021), 2021, Page(s) 108-109, ISBN 978-86-7031-541-9 Publisher: Faculty of Sciences DOI: 10.5281/zenodo.5783982 Digital Services for Farmers based on Sentinel-2 Satellite Images and Advanced Machine Learning Author(s): Oskar Marko, Marko Panić, Željana Grbović, Aleksandar Antić, Branislav Pejak, Vladimir Crnojević Published in: Book of Abstracts - Bioscience Conference and the 8th International PSU – UNS Bioscience Conference (IBSC2021), 2021, Page(s) 204-205, ISBN 978-86-7031-541-9 Publisher: Faculty of Sciences DOI: 10.5281/zenodo.5772079 Phenotypic variation of spike index of winter wheat (Triticum aestivum L.) grown under limited soil conditions Author(s): Ljubičić, Nataša; Ivošević, Bojana; Pajić, Miloš; Popović, Vera; Radojević, Vuk; Popović, Dragana; Kostić, Marko Published in: he International Bioscience Conference and the 8th International PSU – UNS Bioscience Conference - IBSC2021 Proceedings, Issue 1, 2021 Publisher: UNS Bioscience Conference DOI: 10.5281/zenodo.5773126 Assessment of loop-mediated isothermal amplification assays for Escherichia Coli detection Author(s): Mila Djisalov, Ljiljana Šašić Zorić, Ljiljana Janjušević, Teodora Knežić, Ivana Gadjanski Published in: Book of Abstracts - Bioscience Conference and the 8th International PSU – UNS Bioscience Conference (IBSC2021), 2021, Page(s) 159-160, ISBN 978-86-7031-541-9 Publisher: Faculty of Sciences DOI: 10.5281/zenodo.6380863 A CASE STUDY OF MONITORING MAIZE DYNAMICS IN SERBIA BY UTILIZING SENTINEL-1 DATA AND GROWING DEGREE DAYS Author(s): Miloš Pandžić; Nataša Ljubičić; G. Mimić; J. Pandžić; Branislav Pejak; Vladimir Crnojevic Published in: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol V-3-2020, Pp 117-124 (2020), Issue 1, 2020 Publisher: The International Society for Photogrammetry and Remote Sensing DOI: 10.5194/isprs-annals-v-3-2020-117-2020 Classification of cattle behaviour using convolutional neural networks Author(s): Dejan Pavlovic, Christos Tachtatzis, Andrew Hamilton, Oskar Marko, Robert Atkinson, Christopher Davison, Craig Michie, Vladimir Crnojevic, Ivan Andonovic Published in: European Federation of Animal Science (EAAP) Annual Meeting - Online, Issue Volume 26, 2020, Page(s) 364, ISBN 978-90-8686-349-5 Publisher: Wageningen Academic Publishers Classification of irrigated and rainfed croplands in Vojvodina Province (North Serbia) using Sentinel-2 data Author(s): Radulović, Mirjana; Stojković, Stefanija; Pejak, Branislav; Lugonja, Predrag; Brdar, Sanja; Marko, Oskar; Pavić, Dragoslav; Crnojević, Vladimir Published in: EFITA 2021 Book of abstracts, Issue 1, 2021 Publisher: EFITA DOI: 10.5281/zenodo.4943800 Satellite assisted mapping of environmental pollutants: a study on burning crop residues International Author(s): Miloš Pandžić, Mirjana Radulović, Predrag Lugonja, Vladimir Crnojević Published in: Book of Abstracts - Bioscience Conference and the 8th International PSU – UNS Bioscience Conference (IBSC2021), 2021, Page(s) 71-71, ISBN 978-86-7031-541-9 Publisher: Faculty of Sciences DOI: 10.5281/zenodo.6380097 Association of canopy spectral reflectance indices and yield components of winter wheat (Triticum aestivum L.) Author(s): Nataša Ljubičić, Vera Popović, Marko Kostić, Marko Radović, Mirjana Radulović, Dragana Blagojević, Bojana Ivosević Published in: Proceedings of II. International Agricultural, Biological & Life Science Conference, Issue 237, 2020, Page(s) 298-219, ISBN 978-975-374-279-5 Publisher: Trakya University Publisher DOI: 10.5281/zenodo.4321078 The Importance of Soil Data Unification from Serbian Agricultural Advisory Services and Accompanying Problems Author(s): Dragana Marinković, Vladimir Ćirić, Pavel Benka, Oskar Marko, Ljiljana Nešić Published in: Book of Abstracts - 3rd International and 15th National Congress SOILS FOR FUTURE UNDER GLOBAL CHALLENGES, 2021, ISBN 978-86-912877-4-0 Publisher: SistemCD DOI: 10.5281/zenodo.6381661 A deep learning-based prediction model for soybean yield, 8th International BioScience Conference Author(s): Petra Djuza, Gordan Mimić, Oskar Marko, Sanja Brdar Published in: Book of Abstracts - Bioscience Conference and the 8th International PSU – UNS Bioscience Conference (IBSC2021), 2021, Page(s) 237-238, ISBN 978-86-7031-541-9 Publisher: Faculty of Sciences DOI: 10.5281/zenodo.6380075 Peer reviewed articles (12) Introducing digital twins to agriculture Author(s): Christos Pylianidis, Sjoukje Osinga, Ioannis N.Athanasiadis Published in: Computers and Electronics in Agriculture, Issue Volume 184, May 2021, 105942, 2020, ISSN 0168-1699 Publisher: Elsevier BV DOI: 10.1016/j.compag.2020.105942 Reuse of process-based models: automatic transformation into many programming languages and simulation platforms Author(s): Cyrille Ahmed Midingoyi; Christophe Pradal; Ioannis N. Athanasiadis; Marcello Donatelli; Andreas Enders; Davide Fumagalli; Frédérick Garcia; Dean Holzworth; Gerrit Hoogenboom; Cheryl Porter; Helene Raynal; Peter J. Thorburn; Pierre Martre Published in: in silico Plants, Issue Volume 2, Issue 1, 2020, diaa007, 2020, ISSN 2517-5025 Publisher: Oxford University Press DOI: 10.1093/insilicoplants/diaa007 Regional soil moisture prediction system based on Long Short-Term Memory network Author(s): Nemanja Filipović, Sanja Brdar, Gordan Mimić, Oskar Marko, Vladimir Crnojević Published in: Biosystems Engineering, Issue Volume 213, January 2022, 2022, Page(s) 30-38, ISSN 1537-5110 Publisher: Academic Press DOI: 10.1016/j.biosystemseng.2021.11.019 Simulation-assisted machine learning for operational digital twins Author(s): Christos Pylianidis; Val Snow; Hiske Overweg; Sjoukje Osinga; John Kean; Ioannis N. Athanasiadis Published in: Environmental Modelling & Software, Issue 148, 2022, ISSN 1364-8152 Publisher: Elsevier BV DOI: 10.1016/j.envsoft.2021.105274 Genotype × Environment Interaction for Wheat Yield Traits Suitable for Selection in Different Seed Priming Conditions Author(s): Vera Popović, Nataša Ljubičić, Marko Kostić, Mirjana Radulović, Dragana Blagojević, Vladan Ugrenović, Dragana Popović, Bojana Ivošević Published in: Plants, Issue 2020, 9(12), 2020, Page(s) 1804, ISSN 2223-7747 Publisher: MDPI DOI: 10.3390/plants9121804 The Effect of N Fertilizer Application Timing on Wheat Yield on Chernozem Soil Author(s): Marko Kostić, Aristotelis Tagarakis,Nataša Ljubičić, Dragana Blagojević, Mirjana Radulović, Bojana Ivošević and Dušan Rakić Published in: Agronomy, Issue 2021, 11(7), 2021, Page(s) 1413, ISSN 2073-4395 Publisher: MDPI DOI: 10.3390/agronomy11071413 UAV-Based Land Cover Classification for Hoverfly (Diptera: Syrphidae) Habitat Condition Assessment: A Case Study on Mt. Stara Planina (Serbia) Author(s): Bojana Ivošević; Predrag Lugonja; Sanja Brdar; Mirjana Radulović; Ante Vujić; João Valente Published in: Remote Sensing, Issue 8, 2021, ISSN 2072-4292 Publisher: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.5281/zenodo.5770285 Classification of Cattle Behaviours Using Neck-Mounted Accelerometer-Equipped Collars and Convolutional Neural Networks Author(s): Dejan Pavlovic; Christopher Davison; Andrew Hamilton; Oskar Marko; Robert Atkinson; Craig Michie; Vladimir Crnojević; Ivan Andonovic; Xavier Bellekens; Christos Tachtatzis Published in: Sensors, Vol 21, Iss 4050, p 4050 (2021), Issue 1, 2021, ISSN 1424-8220 Publisher: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/s21124050 A semantic approach for timeseries data fusion Author(s): Argyrios Samourkasidis, Ioannis N. Athanasiadis Published in: Computers and Electronics in Agriculture, Issue 169, 2020, Page(s) 105171, ISSN 0168-1699 Publisher: Elsevier BV DOI: 10.1016/j.compag.2019.105171 Significance of Morphological Features in Rice Variety Classification Using Hyperspectral Imaging Author(s): Vladan Filipović, Marko Panić, Sanja Brdar, Branko Brkljač Published in: Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis (ISPA), 2021, Page(s) 171-176, ISSN 1849-2266 Publisher: IEEE DOI: 10.1109/ispa52656.2021.9552086 The impact of ZnO nanoparticles application on yield components of different wheat genotypes. Author(s): Nataša Ljubičić; Marko Radovic; Marko Kostić; Vera Popovic; Mirjana Radulovic; Dragana Blagojević; Bojana Ivošević Published in: "The Journal ""Agriculture and Forestry"" (“Poljoprivreda i sumarstvo”)", Issue 12, 2020, Page(s) 217-227, ISSN 0554-5579 Publisher: University of Montenegro, Biotechnical Faculty DOI: 10.5281/zenodo.3960520 Behavioural classification of cattle using neck-mounted accelerometer-equipped collars Author(s): Dejan Pavlovic, Mikolaj Czerkawski, Christopher Davison, Oskar Marko, Craig Michie, Robert Atkinson, Vladimir Crnojevic, Ivan Andonovic, Vladimir Rajovic, Goran Kvascev, Christos Tachtatzis Published in: Sensors, Issue 22, 2323, 2022, ISSN 1424-8220 Publisher: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/s22062323 Book chapters (1) Location-specific vs location-agnostic machine learning metamodels for predicting pasture nitrogen response rate Author(s): Christos Pylianidis; Val Snow; Dean Holzworth; Jeremy Bryant; Ioannis N. Athanasiadis Published in: Lecture Notes in Computer Science (LNCS) - 25th International Conference in Pattern Recognition, 2021, Page(s) 45-54, ISBN 978-3-030-68779-3 Publisher: Springer, Cham DOI: 10.1007/978-3-030-68780-9_5 Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available
