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There has been a shift from the manual irrigation process to an automatic irrigation system. Irrigation Automation is accompanied by feedback-based approaches. It allows efficient handling of resources. The main reason for the increased adoption of irrigation systems is growing water scarcity.

The unpredictable rainfall has resulted in rising in the demand for advanced irrigation systems. Several initiatives have been taken by the government of many countries in order to promote water conservatio

The global artificial intelligence in agriculture market (on the basis of product offering) is segmented into software, hardware, AI-as-a-Service, and support services. The software segment dominated the global artificial intelligence in agriculture market in 2018 and is anticipated to maintain its dominance in market size throughout the forecast period (2019-2024) with hardware and AI-as-a-Service experiencing higher growth rates.

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The global agriculture technology-as-a-service market (on the basis of service type) is segmented into software-as-a-service (SaaS) and equipment-as-a-service (EaaS). The Software-as-a-Service segment dominated the global agriculture technology-as-a-service market in 2018 and is anticipated to maintain its dominance throughout the forecast period (2019-2024).

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The demand for agricultural robots is growing owing to the increasing applications in agriculture areas including precision crop farming, livestock monitoring and management, indoor farming, aquaculture, forestry, and orchards, among others. Farmers across the world are using autonomous tractors to reduce multiple trips for farm monitoring, further leading to reduction in crop damage, and fuel consumption. Moreover, there has been a surge in the utilization of milking robots by livestock produce

Over the years, the agricultural sector has undergone several transformations. However, the introduction of information and communication technologies (ICT) in 2010 has emerged as one of the revolutionary changes that the farming industry has witnessed.

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Precision agriculture involves the use of information technology infrastructure and resources to develop solutions that enable farmers to utilize the available resource