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Pregled bibliografske jedinice broj: 1120775

Developing a Modern Greenhouse Scientific Research Facility—A Case Study


Cafuta, Davor; Dodig, Ivica; Cesar, Ivan; Kramberger, Tin
Developing a Modern Greenhouse Scientific Research Facility—A Case Study // Sensors, 21 (2021), 8; 2575, 23 doi:10.3390/s21082575 (međunarodna recenzija, članak, znanstveni)


CROSBI ID: 1120775 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Developing a Modern Greenhouse Scientific Research Facility—A Case Study

Autori
Cafuta, Davor ; Dodig, Ivica ; Cesar, Ivan ; Kramberger, Tin

Izvornik
Sensors (1424-8220) 21 (2021), 8; 2575, 23

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
internet of things ; artificial intelligence ; sensors smart agriculture ; cloud computing

Sažetak
Multidisciplinary approaches in science are still rare, especially in completely different fields such as agronomy science and computer science. We aim to create a state-of-the-art floating ebb and flow system greenhouse that can be used in future scientific experiments. The objective is to create a self-sufficient greenhouse with sensors, cloud connectivity, and artificial intelligence for real- time data processing and decision making. We investigated various approaches and proposed an optimal solution that can be used in much future research on plant growth in floating ebb and flow systems. A novel microclimate pocket- detection solution is proposed using an automatically guided suspended platform sensor system. Furthermore, we propose a methodology for replacing sensor data knowledge with artificial intelligence for plant health estimation. Plant health estimation allows longer ebb periods and increases the nutrient level in the final product. With intelligent design and the use of artificial intelligence algorithms, we will reduce the cost of plant research and increase the usability and reliability of research data. Thus, our newly developed greenhouse would be more suitable for plant growth research and production.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Informacijske i komunikacijske znanosti



POVEZANOST RADA


Projekti:
HRZZ-IP-2019-04-3325 - Nutritivna i funkcionalna vrijednost koprive (Urtica dioica L.) primjenom suvremenih hidroponskih tehnika uzgoja (URTICA-BioFuture) (Voća, Sandra, HRZZ - 2019-04) ( CroRIS)

Ustanove:
Tehničko veleučilište u Zagrebu,
Sveučilište Sjever, Koprivnica

Profili:

Avatar Url Tin Kramberger (autor)

Avatar Url Ivica Dodig (autor)

Avatar Url Davor Cafuta (autor)

Avatar Url Ivan Cesar (autor)

Poveznice na cjeloviti tekst rada:

doi doi.org

Citiraj ovu publikaciju:

Cafuta, Davor; Dodig, Ivica; Cesar, Ivan; Kramberger, Tin
Developing a Modern Greenhouse Scientific Research Facility—A Case Study // Sensors, 21 (2021), 8; 2575, 23 doi:10.3390/s21082575 (međunarodna recenzija, članak, znanstveni)
Cafuta, D., Dodig, I., Cesar, I. & Kramberger, T. (2021) Developing a Modern Greenhouse Scientific Research Facility—A Case Study. Sensors, 21 (8), 2575, 23 doi:10.3390/s21082575.
@article{article, author = {Cafuta, Davor and Dodig, Ivica and Cesar, Ivan and Kramberger, Tin}, year = {2021}, pages = {23}, DOI = {10.3390/s21082575}, chapter = {2575}, keywords = {internet of things, artificial intelligence, sensors smart agriculture, cloud computing}, journal = {Sensors}, doi = {10.3390/s21082575}, volume = {21}, number = {8}, issn = {1424-8220}, title = {Developing a Modern Greenhouse Scientific Research Facility—A Case Study}, keyword = {internet of things, artificial intelligence, sensors smart agriculture, cloud computing}, chapternumber = {2575} }
@article{article, author = {Cafuta, Davor and Dodig, Ivica and Cesar, Ivan and Kramberger, Tin}, year = {2021}, pages = {23}, DOI = {10.3390/s21082575}, chapter = {2575}, keywords = {internet of things, artificial intelligence, sensors smart agriculture, cloud computing}, journal = {Sensors}, doi = {10.3390/s21082575}, volume = {21}, number = {8}, issn = {1424-8220}, title = {Developing a Modern Greenhouse Scientific Research Facility—A Case Study}, keyword = {internet of things, artificial intelligence, sensors smart agriculture, cloud computing}, chapternumber = {2575} }

Časopis indeksira:


  • Current Contents Connect (CCC)
  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus
  • MEDLINE


Citati:





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