Share on Google+
Share on Tumblr
Share on Pinterest
Share on LinkedIn
Share on Reddit
Share on XING
Share on WhatsApp
Share on Hacker News
Share on VK
Share on Telegram

Challenges And Opportunities Of Artificial Intelligence In Agriculture

Challenges and Opportunities in Agriculture

Food and agriculture systems today are unsustainable for both people and the planet. They operate at a high environmental cost, waste large amounts of product and leave many producers in emerging markets at or below the poverty level. Stakeholders across sectors and regions have recognized the urgent need for a fundamental transformation of food and agriculture systems. Such transformation will create sustained social value and provide greater equity to the most disenfranchised.

Agriculture is a high-priority sector of the Indian economy, with 58% of all households dependent on it, directly or indirectly, for their livelihoods. The sector is at a critical juncture, with multiple challenges across the value chain. Although the adoption of digital technologies can contribute to addressing some of the challenges, success in the sector has been isolated and not scaled sufficiently.

Challenges faced by the agriculture sector include the following: – Small and marginal farmers (86% of farmers) own less than two hectares, leading to unstable farm incomes and poverty;

  • Unsustainable agricultural practices, resulting in soil degradation and water stress;
  • Lack of datasets at farm, farmer and field levels, leading to high cost of services;
  • Gaps in market linkages, leading to challenges in price discovery for farmers and price volatility in the market;
  • Lack of food processing, lack of infrastructure framework close to farm gates, increasing wastage;
  • Challenges in financial and digital inclusiveness;
  • Poor farm mechanisation leading to affordability challenges.

Emerging technologies driven by the Fourth Industrial Revolution, such as the Internet of Things (IoT), Artificial Intelligence (AI), Machine Learning (ML), Big Data, drones and blockchain, are disrupting many industries, driving rapid and massive change. So far, the agriculture sector has been slow to harness the power of these technologies. Low adoption levels of emerging technologies in agriculture are due in large part to the complexity of the sector, which includes small farm sizes, a lack of telecommunications infrastructure in rural areas, high regulatory burdens that drive up costs, and revenues constrained by customers’ limited ability and willingness to pay.

Technology disruption

Agricultural systems in emerging economies are riddled with inefficiency and unaffordability. Fourth Industrial Revolution (4IR) technologies are making it easier to tackle some of these issues. Improvements in the performance and cost of computing power, storage, and bandwidth have led to the growth of digital technologies. Taken together, these technologies can accelerate innovation, reduce costs of solutions, increase transparency, enable consumers to make informed choices, and promote evidence-based policy-making. They are also transforming how innovations are being conceptualized, designed, and commercialized, and fundamentally changing the way businesses operate. Emerging technologies, such as AI, blockchain, drones, IoT and big data analytics, have the potential to enhance productivity and efficiency at all stages of the agricultural value chain, boost farmers’ incomes, increase farm productivity while reducing waste, and enhance supply-chain efficiency, transparency and sustainable resource use.

The key objectives of emerging technology interventions in agriculture include the following:

  • Sustainable farm incomes through better connected farm-to-market supply chains;
  • Financial and digital inclusion for smallholder farmers;
  • Safety and trust in food systems;
  • Real-time monitoring of environmental impact;
  • Improving productivity and efficiency through farm mechanisation;
  • Managing food wastage through digital enablement of storage and logistics infrastructure;
  • Smart risk management of nature-related uncertainties.


However, emerging technologies are likely to introduce new challenges. They can create unintended consequences, including data breaches and a lack of digital inclusiveness, which must be considered and addressed in advance. Their beneficial effects may be unevenly distributed, potentially deepening the divide between rich and poor. Harnessing the positive effects of technological innovation and avoiding potential downsides will require deliberate and coordinated efforts by investors, innovators, and policy-makers.

Read Also:

  1. Artificial Intelligence For Agriculture
  2. Role Of Artificial Intelligence In Indian Agriculture
  3. Artificial Intelligence (AI) Techniques Used For Diseases Detection In Agriculture
  4. Study On Artificial Intelligence Applications Uses In Agriculture
  5. Advantages And Disadvantages Of Robots In Agriculture
  6. Role Of Robots In Agriculture
  7. Artificial Intelligence In Agriculture
  8. Importance Of Artificial Intelligence And Machine Learning In Agriculture
  9. A Glimpse About Artificial Intelligence (AI) In Agriculture

 

101670cookie-checkChallenges And Opportunities Of Artificial Intelligence In Agriculture

Hey!

I’m Bedrock. Discover the ultimate Minetest resource – your go-to guide for expert tutorials, stunning mods, and exclusive stories. Elevate your game with insider knowledge and tips from seasoned Minetest enthusiasts.

Join the club

Stay updated with our latest tips and other news by joining our newsletter.

Tags

000 000 Home Guard Posts 000: This Will Ease The Burden Of Small Loan Recipients; RBI's New Guidelines Come Into Effect From April 1 10th Pass Can Apply; Recruitment For 200 Posts In CSIR 50MP Main Camera And 5500mah Battery; Starting Price ₹11 499 Adopt These 7 Most Effective Strategies Air Pollution And Your Health and Uses Apple iOS 18.4 New Release Date: Sweeping iPhone Update Drops Anytime Now Artificial Intelligence In Agriculture Artificial Intelligence In Banking Causes Of Environmental Pollution Difference between Blogging and Vlogging Do Not Panic Due To Heavy Fluctuations In The Stock Market: Focus On Fundamentals Instead Of Hearsay Effects Of Environmental Pollution Environmental Pollution Facebook And Instagram Were Down For 3 Hours:Users Had Trouble Logging-In And Posting Comments features Golden Opportunity To Become Agniveer Health Risks Due To Mobile Phone Use History India's Growth Will Help The Whole World: Bill Gates Said – India Will Be A Developed Nation By 2047 Infinix's Budget Smartphone Note 50x Launched: It Has 6.77 Inch HD+ Display It Was Down 6 Days Ago Mobile Phones Risks On Health Musk Accuses Ukraine Of Being Behind Cyber Attack On X: Attacks From IP Addresses There; Social Media Platform Was Down For Three And A Half Hours Negative Effects And Prevention Methods No Interest On Loans Up To ₹50 Not Able To Pay AGR-Spectrum Dues No Tension Of Battery Backup Now You Will Have To Pay ₹ 19 Charge For Withdrawing Cash After The Free Limit Oppo K13 5G Smartphone Private Job: Vacancy For Associate Content Writers In Physics Wallah; 1 Year Experience Required Recruitment For 15 Tesla Recalls Almost All Of Its Cybertrucks: The Outer Panel Can Separate While Driving The Eighth And Largest Recall Of The Model Types Vodafone-Idea Sought Help From The Government: May Get Relief Of ₹ 52 Thousand Crores What is Microsoft What Is Money What Is Sarkari Naukri When Your Samsung Galaxy Phone Will Get Android 15-Based One UI 7 Withdrawing Money From ATM Will Be Expensive From May 1: RBI Increased The Fee By ₹ 2 Work From Home Job

error: Content is protected !!

Discover more from Altechbloggers

Subscribe now to keep reading and get access to the full archive.

Continue reading