Precision Farming Tools- Helping farmers make intelligent data-driven decisions

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How precision farming tools can help farmers become resilient

Food security is essential to achieving the United Nation's second Sustainable Development Goal of 'zero hunger'. A Nature Food article reviewed 57 global food security predictions to conclude that global food demand is set to increase by 35% to 56% by 2050. However, there is an enormous strain on global food production due to climate change, limited availability of arable land, and population growth.

Rapid climate and environmental change have increased natural disasters, pests, and diseases. Crops and arable land have been destroyed by floods, forest fires, droughts, and salinization. The area under cultivatable land is also shrinking alarmingly due to increasing urbanization. Digitalization in agriculture and the development of climate-resilient, smart agricultural models with precision farming will herald responsiveness – the foundation of resilience and this is the way to overcome food shortages in the future.

Why farmers should take up precision farming

Throughout much of agricultural history, farmers made decisions based on knowledge handed down orally through generations, and recollection and observation of the seasons and local and regional weather. However, this method has multiple disadvantages.

  1. Recollection and observation are not based on recorded information or data and hence are not always accurate
  2. Seasons, rainfall, temperature, etc. have become unpredictable and undependable because of climate change
  3. Most often soil fertility is not identical within and between fields; however, farmers apply agri-inputs uniformly based on experience
  4. Uniform application results in under- and over-application of agri-input resources
  5. Over-application of inputs pollutes the environment, impacting the surface, drain-off and groundwater, and the soil

Smart farming enhances responsiveness through timely access to information and actionable insight

Fortunately, farmers now have site- and crop-specific management technologies that give them timely access to real-time information for data-driven decision-making. Global positioning and geographic information systems, variable rate technology, grid sampling, yield maps, remote and proximate sensors, unmanned aerial vehicles, automation and robotics, micro-irrigation systems, and data analytics software are some of the farming digitization technologies leveraged to generate knowledge inputs needed by farmers. A big plus is the availability of these inputs when needed, anytime, anywhere.

Precision farming uses Artificial Intelligence (AI), Machine Learning (ML), and big data to help farmers control processes. It uses accurate data collected by remote sensors, satellite imagery, and historical data to provide inputs. Together, these contribute immensely to improving the long-term planning of agricultural operations and adjusting real-time strategy to meet unforeseen events.

Some benefits of Agtech are:


adoption of precision agriculture tools and the benefits of agriculture technology

How Cropin provides predictive intelligence that smallholder farmers can use

Precision agriculture is loaded with benefits. However, it also has challenges. The adoption of precision farming is yet to take off in a big way among smallholder farmers because of its high initial costs and poor infrastructure and policy support. Precision agriculture techniques are still nascent and require expert advice and training before implementation. The small size of landholdings can also prove to be a challenge in implementing smart agricultural techniques.

Cropin is trying to ensure that actionable insight is accessible to every stakeholder in the agricultural ecosystem, especially smallholder farmers, through its innovative products. It has enabled this by using a universally popular technology – the mobile phone. The company’s mobile apps built on SaaS and AI data platforms have made smart farming accessible for the marginal farmer, enabling more productive and profitable cultivation.

Learn more about Cropin Apps.

Trillions of data sets powering predictive intelligence at a farm pixel level REQUEST A DEMO
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Know more about Cropin Cloud - the world's first intelligent agriculture cloud platform

Cropin Apps

Applications for

Cropin Apps is an integrated portfolio of highly customizable apps and solutions that capture and digitise agri-data from the farm to the warehouse to the fork. These applications are designed to scale digital transformation across agriculture and allied industries including forestry, commodity, banking and insurance.


ML-ready data pipelines for enhanced analytics

Cropin Data Hub is designed to deliver the power of unified data by enabling interfacing with all agri-data sources from on-the-field farm management apps, IoT devices, mechanization data from farming resources, drones in agriculture, remote sensing satellite information, weather data, and many more.                                                      


Access to field-tested machine learning models

Cropin Intelligence enables access to over 22 of Cropin’s contextual deep-learning AI models to help agri-businesses with insights and predictive intelligence. Built using the world's largest crop knowledge graph, these models have been field-tested and deployed worldwide while being fine-tuned to work with a range of specific crop varieties, conditions, and locations.

Abishek Keerthi Narayan

About the Author

A results-driven and strategic leader with over 18 years of experience in customer success, SaaS, management consulting and technology enablement. Proven track record of implementing customer-centric strategies to realize the key business outcomes of clients. Strong leader with a track record of building and scaling high-performing teams. Passionate about solving customer problems, creating value, and driving success.