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Publications of ADDFerti

  1. Bantchina, B. B., Gündoğdu, K. S., Arslan, S., Ulusoy, Y., Tekin, Y., Pantazi, X. E., Dolaptsis, C.P., Tziotzios, G., Qaswar, M., Mouazen, A. M. (2024): Spatiotemporal Modeling of Soil Water Dynamics for Site-Specific Variable Rate Irrigation in Maize. Soil Systems, 8(1), 19. https://doi.org/10.3390/soilsystems8010019
  2. Bantchina, B. B., Qaswar, M., Arslan, S., Ulusoy, Y., Gündoğdu, K. S., Tekin, Y., Mouazen, A. M. (2024): Corn yield prediction in site-specific management zones using proximal soil sensing, remote sensing, and machine learning approach. Computers and Electronics in Agriculture, 225. https://doi.org/10.1016/j.compag.2024.109329
  3. Bantchina, B. B., Qaswar, M., Arslan, S., Ulusoy, Y., Gündoğdu, K. S., Tekin, Y., Mouazen, A. M. (2024): Corn yield prediction in site-specific management zones using proximal soil sensing, remote sensing, and machine learning approach. Computers and Electronics in Agriculture, 225, https://doi.org/10.1016/j.compag.2024.109329
  4. Dolaptsis, C.P., Pantazi, X. E., Paraskevas, C., Arslan, S., Tekin, Y., Bantchina, B. B., Ulusoy, Y., Gündoğdu, K. S., Qaswar, M., Bustan, D., Mouazen, A. M. (2024): A Hybrid LSTM Approach for Irrigation Scheduling in Maize Crop. Agriculture, 14(2), 210. https://doi.org/10.3390/agriculture14020210
  5. Dolaptsis, C.P., Pantazi, X.E., Tziotzios, G., Stavridou, D., Morellos, A., Paraskevas, C., Arslan, S., Tekin, Y., Mouazen, A.M. (2023): Smart Irrigation recommendation system using Machine Learning, 2nd International Conference on Sustainable Chemical & Environmental Engineering, 14th - 18th June 2023, Limassol, Cyprus.
  6. Qaswar, M., Bustan, D., Mouazen, A.M. (2024): Economic and Environmental Assessment of Variable Rate Nitrogen Application in Potato by Fusion of Online Visible and Near Infrared (Vis-NIR) and Remote Sensing Data. Soil Systems. 8(2), 66. https://doi.org/10.3390/soilsystems8020066
  7. Steiger, A. (2022): Web-App-Integration von LoRaWAN-Sensordaten mittels Open Source Software. In: Bill, R., Zehner, M.L. (Hrsg.) GeoForum MV 2022 – Smarte geoinformation, Seite 63-68. Online available: https://archiv.geomv.de/geoforum/2022/doc/Tagungsband_GeoForum-MV-2022_eBook.pdf
  8. Steiger, A., Qaswar, M., Bustan, D., Grenzdörffer, G., Bill, R., Mouazen, A. M. (2023): Generating variable rate application maps, using live sensor data, soil and crop sensing. 2023 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor). https://doi.org/10.1109/MetroAgriFor58484.2023.10424321
  9. Steiger, A. (2024): Aufbau einer Geodateninfrastruktur mittels GeoNode für das Projekt ADDFerti. In: Bill, R., Zehner, M.L. (Hrsg.) GeoForum MV 2024 – 20 Jahre Geoinformation – quo vadis? Seite 189-195. Online available: https://www.geomv.de/wp-content/uploads/2024/09/Tagungsband_GeoForum-MV-2024_epdf.pdf
  10. Steiger, A., Qaswar, M., Bustan, D., Grenzdörffer, G., Bill, R., Mouazen, A. M. (2024): Comparing the Stenon FarmLab - a handheld soil sensor - against an established multi-sensor soil sensing platform. Submitted to: Smart Agricultural Technology. August 2024. Under review. Preprint under: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4941580
  11. Tekin, Y., Arslan, S., Bantchina, B.B, Ulusoy, Y., Gündogdu, K.S., Steiger, S., Bill, R., Grenzdörffer, G., Qaswar, M., Bustan, D., Biçaklar, S., Akaltun, Q., Mouazen, A.M. (2024): Development of an Automated Hose-Reel Variable Rate Fertigation Machine. Submitted to: Computers and Electronics in Agriculture. March 2024. Under review. Preprint under: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4781004

 

News

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2024 Annual Meeting: Gent
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At the 13. and 14 of June the 4th annual meeting of our project was successfully held in Ghent. Representatives from Uni Gent, Uni Bursa, and Uni Rostock attended in person, while participants from AUTH, Sezer, and Quantis joined online. The meeting focused on reviewing the project's outcomes and planning future dissemination efforts, including upcoming publications.

2023 Annual Meeting: Rostock
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Between 22. and 23. June 2023 the annual project meeting was held. Hosts where the project partners of the Rostock University. Each partner presented their progress, results and future actions regarding the project. Discussion points where: the inclusion of machine learning for irrigation forecast, the details of developing the hose reel irrigation machine and measuring the ecological impact of applied variable rate fertigation. On the second day the partner farm KSG Agrargesellschaft mbH Kassow was visited, followed by an excursion to the nearby test field.

2022 Annual Meeting: Bursa
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Between 5. and 7. September the annual project meeting was held in Bursa. Hosts where the turkish partners at the Bursa Uludag University. Each partner presented their progress, results and future actions regarding the project. Especially the design of the Hose Reel Irrigation Machine was productively discussed. On the second day the Sezer plant was visited, followed by an excursion to the nearby test field. Orhan, the turkish farmer managing the field was also present and gave practical insights into his cultivation practices and real world requirements for the future VRF system.

2021 Kick-off meeting
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On March 30, the kick-off meeting for the research project “A Data-Driven Platform for Site-Specific Fertigation” took place online. The project, led by the Belgian partner Abdul Mouazen, University of Ghent, is about combined fertilization and irrigation. Together with other partners from Switzerland, Greece and Turkey, an irrigation system is to be coupled with a fertilizer system in order to apply both fertilizer and water on a site-specific basis. This is to be tested on three farms, including in Kassow near Rostock. The Professorship for Geodesy and Geoinformatics from University Rostock is responsible for researching, implementing and operating the data-driven infrastructure as a central component. The project has a term of three years.

 

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