A systematic review of current trends in artificial intelligence for smart farming to enhance crop yield

MH Widianto, MI Ardimansyah, HI Pohan… - Journal of Robotics …, 2022 - journal.umy.ac.id
Current technology has been widely applied for development, one of which has an Artificial
Intelligence (AI) applied to Smart Farming. AI can give special capabilities to be …

[HTML][HTML] Towards a semantic structure for classifying IoT agriculture sensor datasets: An approach based on machine learning and web semantic technologies

D Lynda, F Brahim, S Hamid, C Hamadoun - Journal of King Saud …, 2023 - Elsevier
With the increase in the number of IoT farming datasets, it has become so difficult to identify
the right data for IoT agriculture applications. Therefore, a meaningful structure is needed to …

[PDF][PDF] Effects of Modern AI Trends on Smart Farming to Boost Crop Yield

ZY Abdullahi, AM Saad, SS Abdulsalam… - … and Natural Sciences …, 2022 - researchgate.net
Artificial intelligence (AI) is currently being used widely for development, with smart farming
being one example. Artificial intelligence (AI) systems can be programmed with special …

Soil NPK prediction using enhanced genetic algorithm

NI Monica, SR Pooja, S Rithiga… - 2023 9th International …, 2023 - ieeexplore.ieee.org
Agriculture is one of the primary sources of livelihood and revenue in the globe that satisfies
human needs. To gain healthy crop yields, the farmers should give importance to the soil …

Sensor-based technologies in sugarcane agriculture

AP Garcia, CK Umezu, ECM Polania, AF Dias Neto… - Sugar Tech, 2022 - Springer
The sensors allow the delivery of real-time information on a range of production systems,
making each day relevant to the development of autonomous agricultural machinery. The …

The Monitoring System of Soil PH Factor Using IoT-Webserver-Android and Machine Learning: A Case Study.

F Afiatna, FA Nuning… - International Journal on …, 2024 - search.ebscohost.com
In Indonesia, the agriculture industry has been more reluctant than other sectors to adopt
IoT, IT, and AI technology. Utilizing this technology will enable precision agriculture. This …

[PDF][PDF] Performance Analysis of Soil Health Classifiers Using Data Analytics Tools and Techniques for Best Model and Tool Selection.

SR Vispute, ML Saini - Int. J. Online Biomed. Eng., 2022 - academia.edu
One of the most crucial stages in the building of a Machine Learning (ML) model is the
evaluation and analysis of classifier model performance. The agricultural sector is the …

Smart Farming using IoT

TR Sudharsan, S Gowtham, S Revathy… - 2022 6th …, 2022 - ieeexplore.ieee.org
The advancement in technology has helped in developing the agriculture Industry. The
agriculture industry has just become smarter and data oriented. The recent lively growth in …

IoT platform for monitoring nutritional and weather conditions of avocado production

P Moreno-Bernal, P Arizmendi-Peralta… - … -American Congress of …, 2022 - Springer
Agricultural productivity is crucial to supply the current food demand. However, food
production requires facing technological challenges to achieve the level of demand …

Climate Smart Agricultural Prediction for Rural Small-Scale Farmers Using Internet of Things

A Zulu, O Oki, MO Adigun - 2023 IEEE AFRICON, 2023 - ieeexplore.ieee.org
Agriculture is one of the sectors that contribute to the development of the country as it is also
a basic source of livelihood for people in rural areas. With an increase in the population, the …