Evolution of Smart Farming: Integrating IoT and AI in Agricultural Engineering

Authors

  • Mounika Mandapuram EKIN Solutions, 13800 Coppermine Rd, Herndon, VA 20171, USA
  • Ravikiran Mahadasa Senior ETL Lead, Data Inc., Charlotte, NC 28262, USA
  • Pavani Surarapu Senior Full Stack Developer, IBM, Austin, TX, USA

DOI:

https://doi.org/10.18034/gdeb.v8i2.714

Keywords:

Smart Farming, Internet of Things (IoT), Artificial Intelligence (AI), Agricultural Engineering, Crop Monitoring, Data Analytics, Machine Learning

Abstract

Smart farming, a confluence of the Internet of Things (IoT) and Artificial Intelligence (AI), is changing agriculture by infusing it with unrivaled levels of precision and sustainability. This is happening as a result of the convergence of these two technologies. IoT sensors methodically collect real-time data from the soil, weather, and livestock, and AI algorithms decipher this information to deliver practical insights into this technological symphony. This article captures the essence of smart farming, a transformative method that maximizes the use of resources, improves efficiency, and secures a resilient future for agriculture. Come with us as we travel where technology and the earth meet to create a more sustainable era in the age-old art of farming.

Downloads

Download data is not yet available.

References

Baddam, P. R. (2017). Pushing the Boundaries: Advanced Game Development in Unity. International Journal of Reciprocal Symmetry and Theoretical Physics, 4, 29-37. https://upright.pub/index.php/ijrstp/article/view/109

Baddam, P. R., & Kaluvakuri, S. (2016). The Power and Legacy of C Programming: A Deep Dive into the Language. Technology & Management Review, 1, 1-13. https://upright.pub/index.php/tmr/article/view/107

Baddam, P. R., Vadiyala, V. R., & Thaduri, U. R. (2018). Unraveling Java’s Prowess and Adaptable Architecture in Modern Software Development. Global Disclosure of Economics and Business, 7(2), 97-108. https://doi.org/10.18034/gdeb.v7i2.710 DOI: https://doi.org/10.18034/gdeb.v7i2.710

Ballamudi, V. K. R., & Desamsetti, H. (2017). Security and Privacy in Cloud Computing: Challenges and Opportunities. American Journal of Trade and Policy, 4(3), 129–136. https://doi.org/10.18034/ajtp.v4i3.667 DOI: https://doi.org/10.18034/ajtp.v4i3.667

Calchera, G., Linck, O., Bouniol, A., Ricci, J., Servent, A., (2014). Establishing an Applied Training Session in Metrology at an Agricultural Engineering School (CIRAD, Montpellier, France). International Journal of Metrology and Quality Engineering, 5(4). https://doi.org/10.1051/ijmqe/2014018 DOI: https://doi.org/10.1051/ijmqe/2014018

De Montis, A., Ganciu, A., Recanatesi, F., Ledda, A., Serra, V. (2017). The Scientific Production of Italian Agricultural Engineers: A Bibliometric Network Analysis Concerning the Scientific Sector AGR/10 Rural Buildings and Agro-Forestry Territory. Journal of Agricultural Engineering, suppl. 1, 48, 36-47. https://doi.org/10.4081/jae.2017.635 DOI: https://doi.org/10.4081/jae.2017.635

Dekkati, S., & Thaduri, U. R. (2017). Innovative Method for the Prediction of Software Defects Based on Class Imbalance Datasets. Technology & Management Review, 2, 1–5. https://upright.pub/index.php/tmr/article/view/78

Dekkati, S., Thaduri, U. R., & Lal, K. (2016). Business Value of Digitization: Curse or Blessing?. Global Disclosure of Economics and Business, 5(2), 133-138. https://doi.org/10.18034/gdeb.v5i2.702 DOI: https://doi.org/10.18034/gdeb.v5i2.702

Deming, C., Baddam, P. R., & Vadiyala, V. R. (2018). Unlocking PHP’s Potential: An All-Inclusive Approach to Server-Side Scripting. Engineering International, 6(2), 169–186. https://doi.org/10.18034/ei.v6i2.683 DOI: https://doi.org/10.18034/ei.v6i2.683

Deming, C., Dekkati, S., & Desamsetti, H. (2018). Exploratory Data Analysis and Visualization for Business Analytics. Asian Journal of Applied Science and Engineering, 7(1), 93–100. https://doi.org/10.18034/ajase.v7i1.53 DOI: https://doi.org/10.18034/ajase.v7i1.53

Desamsetti, H. (2016a). A Fused Homomorphic Encryption Technique to Increase Secure Data Storage in Cloud Based Systems. The International Journal of Science & Technoledge, 4(10), 151-155.

Desamsetti, H. (2016b). Issues with the Cloud Computing Technology. International Research Journal of Engineering and Technology (IRJET), 3(5), 321-323.

Desamsetti, H. (2018). Internet of Things (IoT) Technology for Use as Part of the Development of Smart Home Systems. International Journal of Reciprocal Symmetry and Theoretical Physics, 5, 14–21. https://upright.pub/index.php/ijrstp/article/view/89

Desamsetti, H., & Mandapuram, M. (2017). A Review of Meta-Model Designed for the Model-Based Testing Technique. Engineering International, 5(2), 107–110. https://doi.org/10.18034/ei.v5i2.661 DOI: https://doi.org/10.18034/ei.v5i2.661

Gómez-Galán, M., Carreño-Ortega, Á., López-Martínez, J., Callejón-Ferre, Á-J. (2018). Solving Power Balance Problems in Single-Traction Tractors Using PTractor Plus 1.1, a Possible Learning Aid for Students of Agricultural Engineering. Education Sciences, 8(2), 68. https://doi.org/10.3390/educsci8020068 DOI: https://doi.org/10.3390/educsci8020068

Kaluvakuri, S., & Vadiyala, V. R. (2016). Harnessing the Potential of CSS: An Exhaustive Reference for Web Styling. Engineering International, 4(2), 95–110. https://doi.org/10.18034/ei.v4i2.682 DOI: https://doi.org/10.18034/ei.v4i2.682

Mahadasa, R. (2016). Blockchain Integration in Cloud Computing: A Promising Approach for Data Integrity and Trust. Technology & Management Review, 1, 14-20. https://upright.pub/index.php/tmr/article/view/113

Mahadasa, R. (2017). Decoding the Future: Artificial Intelligence in Healthcare. Malaysian Journal of Medical and Biological Research, 4(2), 167-174. https://mjmbr.my/index.php/mjmbr/article/view/683

Mahadasa, R., & Surarapu, P. (2016). Toward Green Clouds: Sustainable Practices and Energy-Efficient Solutions in Cloud Computing. Asia Pacific Journal of Energy and Environment, 3(2), 83-88. https://doi.org/10.18034/apjee.v3i2.713 DOI: https://doi.org/10.18034/apjee.v3i2.713

Ming, Z., Xinqun, Z., Zhifen, Z. (2016). Research Progresses in Technological Innovation and Integration of Agricultural Engineering. International Journal of Agricultural and Biological Engineering, 9(6), 1-9. https://doi.org/10.3965/j.ijabe.20160906.2440

Paoletti, M. G., Pimentel, D. (2000). Environmental Risks of Pesticides Versus Genetic Engineering for Agricultural Pest Control. Journal of Agricultural and Environmental Ethics, 12(3), 279-303. https://doi.org/10.1023/A:1009571131089 DOI: https://doi.org/10.1023/A:1009571131089

Perez-Ruiz, M., Carballido, J., Vega, J. A. (2013). University Spin-off Creation by Spanish Researchers in Agricultural Engineering. Journal of Technology Management & Innovation, 8(3), 152-159. https://doi.org/10.4067/S0718-27242013000400014 DOI: https://doi.org/10.4067/S0718-27242013000400014

Surarapu, P. (2016). Emerging Trends in Smart Grid Technologies: An Overview of Future Power Systems. International Journal of Reciprocal Symmetry and Theoretical Physics, 3, 17-24. https://upright.pub/index.php/ijrstp/article/view/114

Surarapu, P. (2017). Security Matters: Safeguarding Java Applications in an Era of Increasing Cyber Threats. Asian Journal of Applied Science and Engineering, 6(1), 169–176. https://doi.org/10.18034/ajase.v6i1.82 DOI: https://doi.org/10.18034/ajase.v6i1.82

Surarapu, P., & Mahadasa, R. (2017). Enhancing Web Development through the Utilization of Cutting-Edge HTML5. Technology & Management Review, 2, 25-36. https://upright.pub/index.php/tmr/article/view/115

Surarapu, P., Mahadasa, R., & Dekkati, S. (2018). Examination of Nascent Technologies in E-Accounting: A Study on the Prospective Trajectory of Accounting. Asian Accounting and Auditing Advancement, 9(1), 89–100. https://4ajournal.com/article/view/83

Thaduri, U. R., Ballamudi, V. K. R., Dekkati, S., & Mandapuram, M. (2016). Making the Cloud Adoption Decisions: Gaining Advantages from Taking an Integrated Approach. International Journal of Reciprocal Symmetry and Theoretical Physics, 3, 11–16. https://upright.pub/index.php/ijrstp/article/view/77

Thaneswer, P., Sanjog, J., Chowdhury, A., Karmakar, S. (2013). Applications of DHM in Agricultural Engineering: A Review. Advanced Engineering Forum, 10, 16-21. https://doi.org/10.4028/www.scientific.net/AEF.10.16 DOI: https://doi.org/10.4028/www.scientific.net/AEF.10.16

Vadiyala, V. R. (2017). Essential Pillars of Software Engineering: A Comprehensive Exploration of Fundamental Concepts. ABC Research Alert, 5(3), 56–66. https://doi.org/10.18034/ra.v5i3.655 DOI: https://doi.org/10.18034/ra.v5i3.655

Vadiyala, V. R., & Baddam, P. R. (2017). Mastering JavaScript’s Full Potential to Become a Web Development Giant. Technology & Management Review, 2, 13-24. https://upright.pub/index.php/tmr/article/view/108

Vadiyala, V. R., & Baddam, P. R. (2018). Exploring the Symbiosis: Dynamic Programming and its Relationship with Data Structures. Asian Journal of Applied Science and Engineering, 7(1), 101–112. https://doi.org/10.18034/ajase.v7i1.81 DOI: https://doi.org/10.18034/ajase.v7i1.81

Vadiyala, V. R., Baddam, P. R., & Kaluvakuri, S. (2016). Demystifying Google Cloud: A Comprehensive Review of Cloud Computing Services. Asian Journal of Applied Science and Engineering, 5(1), 207–218. https://doi.org/10.18034/ajase.v5i1.80 DOI: https://doi.org/10.18034/ajase.v5i1.80

Wheeler, S. A. (2009). Exploring the Influences on Australian Agricultural Professionals' Genetic Engineering Beliefs: An Empirical Analysis. Journal of Technology Transfer, 34(4), 422-439. https://doi.org/10.1007/s10961-008-9094-y DOI: https://doi.org/10.1007/s10961-008-9094-y

Downloads

Published

2019-12-31

How to Cite

Mandapuram, M., Mahadasa, R., & Surarapu, P. (2019). Evolution of Smart Farming: Integrating IoT and AI in Agricultural Engineering. Global Disclosure of Economics and Business, 8(2), 165-178. https://doi.org/10.18034/gdeb.v8i2.714

Similar Articles

1-10 of 103

You may also start an advanced similarity search for this article.