Pregled bibliografske jedinice broj: 1120775
Developing a Modern Greenhouse Scientific Research Facility—A Case Study
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
Citiraj ovu publikaciju:
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