Open access Jurnal SINTA 1
An efficient hydro-crop growth prediction system for nutrient analysis using machine learning algorithm
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 13 No. 6 (2023)
- ISSN
- 2722-2578, 2088-8708
- Published
- 2023-12-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
The hydro nutrient management (HNM) for crop yield is effectively improved using proposed system. A hydro-crop growth prediction system (HCGPS) is designed using machine learning. The reconfigurable nutrients uptake crop yield prediction rate is enhanced. This proposed HCGPS is used to predict the crop yield by considering input parameters such as nutrient index (NI), electric conductivity limit (ECL), ion concentration factors (ICF) and dry weight of the crop and crop yield rate (CYR) to analyze the positive and negative correlation with crop growth. The proposed system is used to find correlation Index of input and output parameters to determine the prediction rate of crop yield. The proposed design improves smart prediction rate and efficiency of crop growth rate with optimal utilization of input variables. This proposed HCGPS is very helpful to achieve good quality yield with optimal utilization of input parameters.
Collaboration network of the authors
17 authors · 40 co-authorship links · 13 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Don Bosco Institute of Technology
- Visvesvaraya Technological University
- REVA University
- Indian Academy of Sciences
- Christ University
- Kammavari Sangham Institute of Technology
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| K. R. Rekha | Visvesvaraya Technological University | 3 |
| Nataraj Kanathur Ramaswamy | Don Bosco Institute of Technology | 3 |
| Rathod Shivaji | Visvesvaraya Technological University | 1 |
| Divyashree Yamadur Venkatesh | Affiliation unknown | 1 |
| Komala Mallikarjunaiah | Affiliation unknown | 1 |
| Sadiya Thazeen | Affiliation unknown | 1 |
| Mamatha M. Pandith | Don Bosco Institute of Technology | 1 |
| Nandini Gowda Puttaswamy | Affiliation unknown | 1 |
| Pavithra Goravi Sukumar | Affiliation unknown | 1 |
| Modugu Krishnaiah | Affiliation unknown | 1 |
| Rekha Velluri | Christ University | 1 |
| Pooja Nayak S | Kammavari Sangham Institute of Technology | 1 |
| Sharmila Nagaraju | Affiliation unknown | 1 |
| Rekha Sathyanarayana | Don Bosco Institute of Technology | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.