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Smart farming: The impact of IoT and AI on agriculture

Adapt Ideations • Aug 26, 2019

To combat the growing population, farmers and innovators alike will have to come together to put in place strategies to help farmers meet increasing production demands.

The United Nations has highlighted our current global population statistic is 7.6 billion people. It’s believed we will reach 11.2 billion by 2100. Population growth may not bother many, but in fact, we may have an inevitable problem amongst us, how will the growing population be fed and how will this be sustainable for farmers around the world and producers of food. 

To combat the growing population, farmers and innovators alike will have to come together to put in place strategies to help farmers meet increasing production demands. With many pain points for farmers such as little additional land, extreme weather conditions, natural disasters, climate change, and natural environmental change farming practices are becoming harder. An article published by BBC Food has suggested that the global population needs to move away from consuming animal products to save further land from being used ultimately leading to a reduction of up to 49% of greenhouse gas emissions. Even though this has been suggested, it may not be the answer to the current growing population problem at hand. 

With emerging technology continuously evolving over the last few years we have seen the emergence of the term smart agriculture. As the term suggests smart agriculture relies on the use of emerging technology such as IoT and AI to improve agricultural practices allowing farming practices to decrease the need for intense manual labour as previously required. By incorporating the use of emerging technology insights can be formed effectively from data collected with the use of analytics allowing farming practices to be revolutionised. 

By revolutionising the agricultural industry with emerging technology, it will more than assist farmers to increase their food production for the growing population. The Food and Agriculture Organisation of the United Nations has estimated that a third of all food produced globally is lost or goes to waste. It’s more than ever that the agricultural industry needs to be revolutionised to solve the issues at hand. The Food and Agriculture Organisation of the United Nations also highlights that an expected increase of 70% in food production is needed to feed the growing population, it is now or never for the agricultural industry to use emerging technology to their benefit. 

Over the decades the agricultural industry has realised that they must go from industrial-scale farming to precision farming. Of course, industrial-scale farming has its own benefits when first implemented however the downfalls also came to light as well soon after such as high levels of inputs, overarching development to pesticides and herbicides and the use of larger expensive and potential environmentally damaging machinery essentially affecting a crop’s ability to develop a healthy root system.

On the other hand, precision agriculture or smart farming as described above is a sustainable alternative that will allow for intensification to occur in a more environmentally friendly manner. The technique relies on emerging technology such as sensors, devices, AI, ML, and analytics to revolutionise farming practices. The impact is not only felt by the environment but also by farmers as their every-day activities slowly move away from intense labour to gaining knowledge analysed by emerging technology allowing them to focus on what needs the most attention in the present moment. 

AI and IoT are coming together in more ways than imaginable. AI is assisting IoT in enabling real-time data analytics to help make informed decisions. For example, agricultural devices are now enabling data to be collected allowing for more effective crop spraying, land management and even surveillance of the land. By incorporating the use of AI into everyday processes, it will enable long term improvements to be achievable for farmers looking to improve greater production outputs. 

The Business Insider states that On Farm believes that by 2050 the average farm will generate 4.1 million data points each day. Imagine the ease this will bring to a farmer’s working life as the data will be transformed into insights about the land for them through the combination of IoT and AI together. The combination of these elements together will significantly allow farmers to easily modify their processes to achieve optimal output. It will not only help immediately but also in the future as AI will allow farmers to predict future patterns such as weather, pricing predictions, and even historic data. 

All in all, precision farming will allow farmers to gain a deeper understanding and knowledge of their land enabling them to become more sustainable while being able to increase their productivity. AI and IoT coming together may just be the answer that farmers are looking for with the increased expectation of greater total production to combat the growing population, not to mention the increasing expectation of sustainable practices from suppliers along every aspect of the supply chain. 

It’s important to understand that the agricultural industry will need to evolve with the use of emerging technology to overcome the challenge of the growing population. Without the use of emerging technology, the industry itself may very well fall much behind every other industry transforming. The use of emerging technology will allow the industry to successfully see many benefits such as reducing costs, wastage, and achieving greater sustainable practices. IoT and AI will be essential for the agricultural industry to keep up with the growing population making it possible to meet the required increase in production and productivity.

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Temperature-controlled logistics is a crucial aspect of global supply chains, particularly in the pharmaceutical industry. Maintaining the correct temperature during transportation is not just a logistical issue but also a critical factor in ensuring the safety and efficacy of life-saving vaccines and other temperature-sensitive products. As the demand for temperature-sensitive products like vaccines and biologics continues to surge, ensuring their safe transportation is paramount. Any deviation in temperature during transit can compromise the efficacy of these products, leading to significant financial losses and potential health risks. This blog delves into the evolution of temperature-controlled logistics, critical challenges faced in this sector, and groundbreaking innovations that address these challenges. With a focus on real-time monitoring through IoT solutions, we aim to showcase the advancements that contribute to the efficiency and compliance of global pharmaceutical supply chains. Evolution of Temperature-Controlled Logistics Temperature control has undergone a remarkable transformation in the last two decades. Stringent global regulations, customer demand for new temperature ranges, emerging markets with extreme temperatures, and the growing value of drugs like biologics have been essential driving forces. These factors have spurred the evolution of temperature-controlled logistics to meet the demands of a rapidly changing world. The landscape of temperature-controlled logistics is evolving, thanks to technological advancements. Trends include the growing availability of prequalified shippers simplifying the validation process, sophisticated supply chain services, a rising interest in reusable packaging, and advances in temperature-monitoring technology. These innovations contribute to the industry's ability to adapt and thrive in a dynamic environment. Temperature-controlled logistics involves managing the flow of products through a cold chain. Divided into food and pharmaceutical sectors, the global market size of cold chain logistics is projected to grow significantly. From USD 242.39 billion in 2021 to USD 647.47 billion by 2028, exhibiting a CAGR of 15.1%, the industry is expanding rapidly, reflecting its critical role in modern commerce. 3 Key Challenges in Temperature-Controlled Logistics Compliance Issues Stringent Regulatory Standards: Global temperature-controlled logistics operates within a framework of strict regulations set by health and safety authorities. Meeting diverse regulatory requirements across international borders poses a significant challenge for companies in this sector. Documentation & Reporting: Compliance involves meticulous documentation and reporting of temperature-sensitive shipments. Keeping up with the evolving documentation standards requires streamlined processes and robust systems. Validation & Qualification: Ensuring the validation and qualification of equipment and processes according to regulatory standards is an ongoing challenge. The need for continuous validation adds complexity and time constraints to logistics operations. Risks of Temperature Deviations Product Integrity: Temperature-sensitive products, especially pharmaceuticals and biologics, are highly susceptible to temperature deviations. Even brief exposure to temperature breaches during transit can compromise the integrity and efficacy of these products. Financial Implications: Temperature deviations can lead to significant financial losses for companies. Replacing or disposing of compromised products and potential legal repercussions contribute to financial challenges. Supply Chain Disruptions: Temperature deviations can disrupt the entire supply chain, leading to delays in product availability. This not only affects businesses but can have critical implications for healthcare providers and patients relying on timely access to medications. Security & Theft Concerns Value of Cargo: Temperature-sensitive cargo, such as pharmaceuticals, vaccines, and high-value perishable goods, can become a target for theft. The significant value of these products heightens security concerns throughout the supply chain. Vulnerability During Transit: The vulnerability of cargo during transit, particularly in unsecured areas, poses a constant risk. The potential for theft during transportation adds complexity to securing temperature-controlled shipments. Need for Tracking & Monitoring: Ensuring the security of temperature-sensitive cargo requires robust tracking and monitoring systems. Integrating security features, such as real-time location tracking and tamper-evident technologies, is essential to mitigate theft risks. In navigating the intricate landscape of temperature-controlled logistics, companies must address these multifaceted challenges to uphold compliance, safeguard product integrity, and ensure the security of valuable shipments. Innovative solutions, such as advanced monitoring technologies and comprehensive security measures, are crucial in overcoming these challenges and fostering a resilient and efficient supply chain.
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