Preprint / Version 1

Application of AI and ML in Reducing Wastage in Agriculture

##article.authors##

  • Aamir Lokhandwala Student

DOI:

https://doi.org/10.58445/rars.1459

Keywords:

Solution Proposal, Agriculture, Machine Learning, Artificial Intelligence, Data Analysis

Abstract

Agriculture is a vital industry for our society, yet it exacerbates global problems like water wastage and ecosystem degradation. The extensive use of water and fertilizer, and many other inefficiencies, are in urgent need of new solutions. Artificial Intelligence and Machine Learning offer the potential of transforming this industry by altering current farming techniques. By using AI and ML based technologies incorporating data analytics and modeling, farmers can optimize their use of resources. This change can enhance crop yields, reduce waste, reduce environmental impact, and attempt to mitigate toxic fertilizer runoff. The application of artificial intelligence and machine learning can help us transition into better farming practices, and create a better world for future generations.

References

https://www.schroders.com/en-us/us/individual/insights/why-agriculture-holds-key-to-tackling-water-waste/

Why Agriculture Holds the Key to Tackling Water Waste, www.schroders.com/en-us/us/individual/insights/why-agriculture-holds-key-to-tackling-water-waste/. Accessed 26 July 2024.

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10392093/

Ingrao, Carlo, et al. “Water Scarcity in Agriculture: An Overview of Causes, Impacts and Approaches for Reducing the Risks.” Heliyon, U.S. National Library of Medicine, 21 July 2023, www.ncbi.nlm.nih.gov/pmc/articles/PMC10392093/.

https://www.firstpost.com/explainers/delhi-pollution-why-do-farmers-burn-stubble-and-can-it-be-stopped-11564161.html

“Breathless in Delhi: Why Do Farmers Burn Stubble and Can It Be Stopped?” Firstpost, 3 Nov. 2022, www.firstpost.com/explainers/delhi-pollution-why-do-farmers-burn-stubble-and-can-it-be-stopped-11564161.html.

https://kadirliubfd.com/index.php/kubfd/article/view/25/42

Tarım Uygulamalarında Su Kıtlığını Azaltmaya Yönelik Müdahalelerin Etkisinin Gözden Geçirilmesi Görünümü, kadirliubfd.com/index.php/kubfd/article/view/25/42. Accessed 24 July 2024.

Additional Files

Posted

2024-08-10