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ceyhanmedya · 2 years ago
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Agricultural Robot (Agribot)
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Agricultural Robot (Agribot)
What is an Autonomous Agricultural Robot? What are the usage areas of agricultural robots?
An agricultural robot , also known as an Agribot  , is a robot designed for use in the agricultural industry. Agribots automate tasks for farmers, increasing the efficiency of production and reducing the industry’s dependence on manual labor.
One of the biggest advantages of Agribots is that they can work 24/7, 365 days a year. Unlike human labor, they don’t need to be paid, just maintained.
Agribot continues to grow and investors are more focused than ever on sustaining our economy through automation, robotics, vertical farming, modern greenhouse applications, artificial intelligence and precision farming.
Some of the main applications of robots in agriculture are:
Harvest and collection
Autonomous mowing, seeding, spraying and pruning
Sorting and packaging
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As the human population  increases, farmers are forced to use new technologies to meet the increasing demand. It is expected that there will be about 9 billion people in the world by 2050. The IEEE Robotics and Automation Association says agricultural production must double to meet rising food and bioenergy demands.
To meet the food demand of 9 billion people, robotics and automation are expected to play an important role in society. Agriculture is undergoing a hi-tech revolution as manufacturers increasingly turn to robotics to meet multiple challenges.
Innovative technologies and automation of tasks can help overcome some of the challenges, as the latest trends in robotization  show.
Harvesting and Gathering Robots
Harvesting and picking robots are best suited for high-value crops such as grapes, where harvesting has traditionally been laborious and time-consuming. Innovations such as nanotechnology ,  materials science  and  mechatronics  allow picking robots not only to detect fruits and analyze their ripeness, but also to grasp and sort them without damage.
According to Future Farming, harvesting robots could be used for crops such as broccoli, citrus fruits, cauliflower, kiwi, tomatoes, cucumbers, peppers, lettuce, mangoes and watermelons in the near future  . Even some  field robots ; It can take over activities such as tillage, seeding, crop care and mowing from tractors.
Sorting Robots
High-value crops (including a variety of lettuce, strawberries, blueberries, oranges and other citrus and grapes) seem to offer the best examples for robotic sorting. These robots are especially useful where steep terrain is dangerous for workers and equipment. Thanks to precision technology,  weeding  robots  can also direct specific doses of herbicides to the weeds, radically reducing the amount of herbicide applied.
Milking Robots
Dairy farmers are switching from traditional milking methods to automatic milking methods to meet the exponential increase in global milk demand on the one hand and to alleviate labor shortages on the other. Milking robots help increase the productivity and efficiency of the milking process. The expectation is that the market share will shift from stand-alone units to multi-stall units and then to advanced rotary units in the coming years. Automatic feeding and barn cleaning systems also help increase productivity in the industry.
Drones/UAVs
Due to the growing awareness of drones in agricultural applications,  the global agricultural drone market is expected to grow the most steadily. Agribusinesses  use drones (also known as Unmanned Aerial Vehicles) to collect data for  soil analysis , planting, crop spraying, crop monitoring,  irrigation, and animal health assessments, among other things.
The decline in component prices and the improvements in stability and reliability are expected to be more common with relatively low-cost projects, particularly from Asian countries.
Will Agricultural Robots Become Widespread?
The United States, Europe, Australia and Japan are major regions that are adopting robotic systems  and  autonomous agricultural machinery to replace human labor while performing mundane agricultural tasks  . Although robotic systems are already well established in the dairy industry, harvesting, picking and sorting will quickly catch up from 2025. 
Adopting new technologies like robotics, machine learning will be a key factor in the changing face of agriculture worldwide. It will also reshape the definition of farm workers, lighten the workload, and also show promising results in crop productivity, increased yields and managed input costs. 
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johnmorrisons2024 · 11 months ago
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AI and Agriculture: Driving Sustainable Farming Practices
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In the developing world, agriculture stands as the backbone of economies, contributing 4% to the global GDP and over 25% for some nations. In India, where agriculture makes up 18-20% of the GDP and employs more than half of the population, the pressure to enhance farming efficiency is immense, especially with the global population surpassing 8 billion and continuing to grow. Artificial intelligence (AI), a transformative force in various industries, holds the potential to revolutionize agriculture, addressing challenges like climate change impacts and the need for increased productivity. This article explores how AI can make farming smarter and more sustainable, while also addressing the current status and challenges of AI adoption in agriculture.
Enhancing Efficiency with Farm Automation
Mechanizing Farm Tasks
AI-driven automation introduces efficiency by automating repetitive farming tasks such as weeding, harvesting, seeding, and spraying. Agricultural robots, often referred to as agriBOTS, are designed to handle these tasks, freeing farmers to focus on decision-making. Drones play a crucial role in monitoring crop health, and soil conditions, and even conducting field surveillance. They are also employed for cover crops through seeding drones and pesticide application through spraying drones.
Revolutionizing Harvesting
Developments are underway in fruit and vegetable harvesting robots. These robots utilize AI-assisted vision to estimate the readiness for harvesting and employ flexible-arm robots to pick fruits or vegetables accurately.
Sustainable Weeding
AI-driven automation has also addressed labour-intensive tasks like weeding. Weeding robots now autonomously locate and eliminate weeds in an environmentally friendly manner, providing an alternative to chemical-based weeding.
Autonomous Precision Tractors
Autonomous tractors, a more common sight now, not only optimize land preparation but also undertake precision planting, monitor soil quality, and apply fertilizers, contributing to resource-efficient and sustainable farming practices.
Informed Decision-Making through Predictive Insights
Weather Predictions
AI plays a vital role in predicting and forecasting local weather conditions, offering early warnings for natural hazards like droughts and floods. This enables farmers to plan their activities effectively, minimizing crop loss. AI systems also suggest optimal sowing and harvesting times based on climate predictions.
Crop Yield and Price Forecasting
Accurate crop yield predictions are crucial for global food production and distribution. AI models, particularly deep neural networks, accurately predict crop yields. Additionally, AI aids in forecasting crop prices, empowering farmers to make informed decisions for better profits.
Pest and Disease Management
AI, along with mobile phones and IoT, facilitates easy access to community knowledge on pests and crop diseases. Drones and mobile cameras capture images for AI systems and chatbots to identify pests, diagnose diseases, and recommend necessary actions. Apps like Plantix allow farmers to diagnose crop diseases through images captured on their mobile phones.
Soil Analysis
AI-driven systems analyze soil nutrients and quality, recommending suitable crops based on soil composition and predicting irrigation and fertilizer needs.
Precision Farming for Resource Efficiency
Smart Irrigation
Precision farming, incorporating AI, GPS, and GIS technologies, optimizes resource use. Farms are divided into zones, and soil composition, quality, and moisture content are analyzed for precise irrigation needs.
Intelligent Spraying
AI-driven intelligent spraying devices minimize the use of pesticides and chemicals, saving costs, improving yields, and promoting eco-friendly practices.
Current Status of AI Adoption in Agriculture
Despite slow but steady growth, AI adoption in agriculture faces challenges. According to Forbes, global spending on AI-powered farming is expected to triple to $15.3 billion by 2025. In India, the government allocated ~INR 8K crores to the Indian Council of Agricultural Research (ICAR) last year for developing farming technologies. Microsoft's advisory services in India have improved farmers' average yield per hectare by 30%.
Challenges in AI Adoption
Data Requirements
AI systems demand substantial data for effective training, and collecting temporal data over large agricultural areas is challenging. Processing multi-temporal data from various sources introduces noise and anomalies, making data collection and preparation difficult.
Lack of Experience
The slow adoption of AI in farming is attributed to farmers' lack of experience with new technologies. To address this, solution providers should invest in farmer training to build confidence gradually.
Data Ownership and Security
Ambiguities in data ownership regulations pose legal concerns in AI adoption for agriculture. Data leaks, privacy breaches, and cyber-attacks are potential threats that need addressing.
Farmer-Engineer Gap
For successful AI applications in agriculture, collaboration between farmers and AI experts is crucial. However, a significant gap exists, necessitating efforts to bridge it.
Cost Considerations
Affordability and open-source options are essential for the widespread adoption of AI-driven farming tools and solutions.
Certifying the Future: Navigating the Agricultural Landscape with AI Expertise
As the agriculture sector embraces the transformative potential of artificial intelligence, individuals equipped with specialized skills become invaluable contributors to the sustainable farming revolution. Pursuing AI expert certification provides professionals with a comprehensive understanding of AI applications in agriculture. Additionally, AI certifications in related fields like cybersecurity certification, a critical aspect of AI implementation, can further enhance the skill set. To stay ahead in the field, individuals can opt for prompt engineer courses, ensuring they are well-versed in the latest technologies and methodologies. 
The journey to upskilling in AI involves a strategic approach, combining foundational knowledge with practical expertise. Certifications like the AI developer certification offer a structured curriculum, enabling learners to navigate the complexities of AI adoption in agriculture. As the demand for AI-driven solutions in farming intensifies, being armed with recognized AI certifications not only validates one's expertise but also opens doors to opportunities in research, development, and implementation of smart and sustainable farming practices. These certifications act as passports to the future of agriculture, where AI plays a pivotal role in shaping the industry's trajectory towards efficiency and environmental consciousness.
AI and the Future of Agriculture
Artificial intelligence has revolutionized age-old farming practices, enabling smart and sustainable cultivation with higher yields and resource efficiency. If adopted on a large scale, AI holds the potential to drive the next agricultural revolution. Collaboration among farmers, governments, and AI experts is essential to facilitate seamless AI adoption in agriculture. For those looking to play an important role in this transformative journey, Blockchain Council offers the AI prompt engineer certification. As an authoritative group of subject experts and enthusiasts, the Blockchain Council is dedicated to evangelizing the research, development, and knowledge dissemination of blockchain technology for a better world. Recognizing the immense potential of artificial intelligence in agriculture, the AI certification equips individuals with the necessary skills to navigate the complexities of AI adoption. In a world where technology is rapidly evolving, Blockchain Council stands as a beacon, providing comprehensive and industry-recognized certifications to empower professionals in driving innovation and sustainability
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adverk · 1 year ago
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"Robots in Agriculture: Innovations Shaping the Farming Industry"
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"Robots in Agriculture: Innovations Shaping the Farming Industry" highlights the transformative impact of robotics in the field of agriculture. Over the years, advancements in technology have led to the development of innovative robotic systems that are revolutionizing various aspects of farming.
Robots utilize modern sensors and computer vision to identify ripe produce and gently pick it, enhancing productivity and minimizing damage.
Weeding and Crop Monitoring: Robots detect and eradicate weeds autonomously, decreasing physical labour and chemical use. In addition, they monitor crop health, detect illnesses, and optimise irrigation for improved productivity and resource management.
Precision Planting: Using machine vision and GPS technology, robotic planters assure exact seed planting at ideal depths and spacing, increasing agricultural output and minimising labor-intensive activities.
Autonomous Tractors: Self-driving tractors outfitted with GPS, sensors, and AI algorithms conduct activities like as ploughing, sowing, and spraying without the need for constant human intervention, increasing efficiency and lowering errors.
Cattle Management: Robots help with feeding, milking, and monitoring the health of cattle. They capture information on milk production, animal behavior, and health markers, allowing for better herd management and personalized care.
Drone Technology: Drones equipped with cameras and sensors provide real-time data on plant health, pest infestations, and irrigation requirements, allowing farmers to implement proactive crop protection and resource allocation measures.
These agricultural robotic breakthroughs increase efficiency, decrease labor and chemical usage, optimize resource allocation, and enable data-driven decision-making for improved output and sustainability.
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kavyaorganicfarm · 1 year ago
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Modern Farm Equipment in Agriculture
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Modern Farm Equipment in Agriculture
Modern farm equipment plays a crucial role in enhancing agricultural productivity and efficiency. With advancements in technology, agriculture has witnessed the integration of various cutting-edge tools and machinery. Here are some examples of modern farm equipment used in agriculture:
Tractors: Tractors are versatile machines used for a wide range of agricultural tasks. They are equipped with powerful engines, multiple attachments, and advanced features such as GPS guidance systems, automatic steering, and precision farming capabilities.
Harvesters: Harvesters are specialized machines designed for efficient harvesting of crops such as wheat, corn, rice, and soybeans. They can perform tasks like cutting, threshing, separating, and collecting the crops in a single operation.
Planters and seeders: These machines are used to sow seeds and plant crops with precision. They can distribute seeds at specific depths and intervals, ensuring optimal plant spacing and uniformity.
Sprayers: Sprayers are used to apply fertilizers, pesticides, and herbicides to crops. Modern sprayers are equipped with advanced technologies such as GPS guidance, variable rate application, and boom section control, which help minimize chemical usage and ensure accurate spraying.
Irrigation systems: Advanced irrigation systems, such as center pivots, drip irrigation, and precision sprinklers, are used to efficiently deliver water to crops. These systems can be automated and controlled remotely, allowing farmers to optimize water usage and minimize wastage.
Combine harvesters: Combine harvesters are multifunctional machines that perform harvesting, threshing, and cleaning operations in a single pass. They are commonly used for cereal crops like wheat, barley, and oats.
Autonomous robots and drones: Robotics and drones are increasingly being used in agriculture. Autonomous robots can perform tasks like planting, weeding, and harvesting, while drones are used for crop monitoring, aerial mapping, and pest detection. These technologies help reduce labor costs, increase efficiency, and provide valuable data for precision agriculture.
GPS and precision farming technology: Global Positioning System (GPS) technology combined with precision farming techniques enables farmers to optimize field operations. It allows for accurate mapping, guidance, and variable rate application of inputs such as seeds, fertilizers, and chemicals, based on real-time data and field variability.
Livestock management systems: Modern farm equipment also includes technologies for livestock management. Automated feeding systems, milking machines, and electronic identification systems help improve efficiency, animal welfare, and data collection for monitoring and managing livestock.
Soil and crop monitoring equipment: Various tools and sensors are used to monitor soil conditions, nutrient levels, moisture content, and crop health. These devices provide valuable data to farmers, enabling them to make informed decisions regarding irrigation, fertilization, and pest control.
Overall, modern farm equipment and agricultural technologies have revolutionized the industry by increasing productivity, reducing labor requirements, and promoting sustainable farming practices. These advancements continue to evolve, driven by ongoing research and development efforts in the agricultural sector.
What are the modern farming equipment?
Modern farming equipment encompasses a wide range of tools and machinery designed to improve efficiency, productivity, and sustainability in agriculture. Here are some examples of modern farming equipment:
Tractors: Tractors are versatile machines used for various tasks on the farm, such as plowing, tilling, planting, harvesting, and transportation. They are equipped with powerful engines, advanced transmissions, and hydraulic systems for attaching and operating different implements.
Harvesters: Harvesters are specialized machines used to efficiently harvest crops. They are available in various types, including combine harvesters for cereal crops, cotton harvesters, sugarcane harvesters, and forage harvesters for silage production.
Planters and seeders: Planters and seeders are used for precise and efficient planting of seeds. They can distribute seeds at specific depths and intervals, ensuring optimal plant spacing and uniform emergence.
Sprayers: Sprayers are essential for applying fertilizers, pesticides, and herbicides to crops. Modern sprayers are equipped with technologies such as GPS guidance, automatic boom section control, and variable rate application, which help minimize chemical usage and ensure accurate spraying.
Irrigation systems: Advanced irrigation systems are crucial for providing water to crops efficiently. These include center pivot systems, drip irrigation, sprinkler systems, and precision irrigation technologies that enable precise water application based on crop needs and soil conditions.
Autonomous robots and drones: Robotics and drones are increasingly being used in agriculture. Autonomous robots can perform tasks such as planting, weeding, and harvesting, while drones are used for crop monitoring, aerial mapping, and pest detection. These technologies help reduce labor requirements and provide valuable data for decision-making.
Livestock equipment: Livestock equipment includes feeding systems, milking machines, automatic manure handling systems, and electronic identification systems for managing and monitoring livestock. These technologies improve efficiency, animal welfare, and data collection for livestock management.
GPS and precision farming technology: Global Positioning System (GPS) technology, combined with precision farming techniques, enables farmers to optimize field operations. GPS-guided equipment allows for accurate mapping, guidance, and variable rate application of inputs such as seeds, fertilizers, and chemicals based on real-time data and field variability.
Soil and crop monitoring equipment: Various tools and sensors are used for monitoring soil conditions, nutrient levels, moisture content, and crop health. These devices provide valuable data for decision-making, allowing farmers to optimize irrigation, fertilization, and pest control practices.
Data management and farm management software: Farm management software and data management tools help farmers collect, analyze, and utilize data for decision-making. These platforms integrate data from various sources, including machinery, sensors, and weather stations, to optimize farm operations and improve efficiency.
These examples represent some of the modern farming equipment available today, but the agricultural technology landscape continues to evolve with ongoing advancements and innovations.
What are 5 modern tools for agriculture?
Here are five modern tools commonly used in agriculture:
Soil Moisture Sensors: Soil moisture sensors are devices that measure the moisture content in the soil. These sensors provide real-time data on soil moisture levels, allowing farmers to optimize irrigation practices. By ensuring that crops receive the right amount of water at the right time, farmers can improve water efficiency, reduce water wastage, and enhance crop health.
Precision Planters: Precision planters are advanced seed-planting machines equipped with technologies such as variable rate seed metering and GPS guidance. These tools enable farmers to achieve precise seed placement, uniform spacing, and optimal plant populations. Precision planters help improve crop establishment, maximize yield potential, and reduce seed wastage.
Handheld Crop Scanners: Handheld crop scanners or portable spectrometers allow farmers to assess crop health and nutrient status quickly. These tools measure various indicators such as chlorophyll content, nitrogen levels, and overall plant vigor. By providing instant feedback on crop conditions, farmers can make informed decisions regarding fertilization, pest management, and overall crop management strategies.
Unmanned Aerial Vehicles (UAVs) or Drones: Drones equipped with specialized cameras and sensors are increasingly used in agriculture. UAVs can capture high-resolution aerial images, multispectral data, and thermal imagery of crop fields. This data helps farmers identify variations in crop health, detect pest or disease outbreaks, assess plant density, and monitor irrigation effectiveness. Drones provide valuable insights for precision farming and enable targeted interventions.
Mobile Farm Management Apps: Mobile farm management apps are software tools designed to assist farmers in day-to-day farm management activities. These apps provide features like field mapping, crop planning, task scheduling, inventory management, and data analysis. By using mobile apps, farmers can streamline their operations, improve data organization, and make informed decisions on the go.
These tools are just a few examples of the many modern tools available in agriculture today. They demonstrate the integration of technology to enhance efficiency, optimize resource usage, and improve productivity in the farming sector.
What is modern agriculture farming?
Modern agriculture farming, also known as contemporary or advanced agriculture, refers to the application of modern technologies, techniques, and practices in agricultural production. It involves the integration of various cutting-edge tools, machinery, and scientific knowledge to enhance productivity, efficiency, and sustainability in farming.
Key characteristics of modern agriculture farming include:
Technological Integration: Modern agriculture relies heavily on the integration of advanced technologies. This includes the use of precision farming tools, such as GPS guidance systems, drones, sensors, and data analytics, to optimize inputs, monitor crops, and make data-driven decisions. Agricultural machinery and equipment are also equipped with advanced features and automation, enabling precise operations and reducing labor requirements.
Precision and Efficiency: Modern agriculture emphasizes precision and efficiency in all aspects of farming. Farmers use precision planting equipment for accurate seed placement, apply fertilizers and pesticides with precision sprayers to minimize waste, and utilize advanced irrigation systems for efficient water management. By optimizing resource usage and minimizing environmental impact, modern agriculture aims to achieve higher yields with lower inputs.
Sustainable Practices: Sustainable agriculture is a core principle of modern farming. It focuses on minimizing the negative impact on the environment, promoting soil health and conservation, and adopting practices that preserve natural resources for future generations. This includes implementing conservation tillage methods, cover cropping, crop rotation, integrated pest management (IPM), and organic farming techniques.
Data-Driven Decision Making: Modern agriculture relies on data collection, analysis, and interpretation to make informed decisions. Farmers collect data on soil conditions, weather patterns, crop growth, and pest and disease prevalence. This data is then analyzed to optimize resource allocation, adjust farming practices, and identify areas for improvement. Farm management software and data analytics platforms play a crucial role in processing and interpreting this data.
Diversification and Specialization: Modern agriculture recognizes the benefits of diversifying crops and adopting specialized farming practices. Farmers may grow a variety of crops, including cash crops, high-value crops, and rotational crops, to optimize land use and mitigate risks associated with market fluctuations. Specialization in niche markets, such as organic or local produce, can also be part of modern agriculture.
Continuous Innovation: Modern agriculture is characterized by a continuous pursuit of innovation and adoption of new technologies and practices. Farmers and agricultural researchers actively engage in ongoing research and development to identify innovative solutions to challenges in farming. This can include advancements in genetic engineering, biotechnology, digital agriculture, and sustainable farming practices.
The goal of modern agriculture farming is to enhance agricultural productivity, improve profitability for farmers, minimize environmental impact, and ensure food security in a rapidly changing world. By embracing technology, sustainable practices, and data-driven decision-making, modern agriculture aims to address the challenges of feeding a growing global population while safeguarding natural resources.
What are 4 modern farming methods?
Modern farming methods encompass a range of innovative techniques and practices that have emerged to improve agricultural efficiency, sustainability, and productivity. Here are four examples of modern farming methods:
Precision Farming: Precision farming, also known as precision agriculture, utilizes advanced technologies to optimize farming practices at a precise level. It involves the use of GPS, sensors, drones, and data analytics to gather information about soil conditions, crop health, and other variables. This data is then used to make informed decisions regarding inputs such as irrigation, fertilization, and pest management. Precision farming enables farmers to apply resources precisely where and when they are needed, minimizing waste and maximizing yields.
Vertical Farming: Vertical farming is an innovative method that involves growing crops in vertically stacked layers or on vertically inclined surfaces, typically indoors or in controlled environments. This method makes efficient use of space and resources by utilizing vertical space and employing artificial lighting, climate control, and hydroponic or aeroponic systems. Vertical farming reduces the need for traditional land and allows for year-round cultivation, offering the potential for increased crop production in urban areas and reducing the environmental impact associated with long-distance transportation of produce.
Aquaponics: Aquaponics combines aquaculture (fish farming) and hydroponics (growing plants without soil) in a symbiotic system. It involves cultivating fish and using their waste as a nutrient-rich water source for the plants, while the plants filter the water, creating a sustainable cycle. Aquaponics reduces water usage, eliminates the need for synthetic fertilizers, and maximizes resource efficiency. It is an innovative method for producing both fish and vegetables in a closed-loop system.
Conservation Agriculture: Conservation agriculture is a set of farming practices that aim to protect the soil, enhance its fertility, and reduce erosion while maintaining high crop yields. It involves minimizing soil disturbance (reduced tillage or no-till), maintaining soil cover with crop residues or cover crops, and practicing crop rotation. Conservation agriculture helps to improve soil structure, reduce erosion, increase water infiltration, and promote biodiversity. It also contributes to carbon sequestration and climate change mitigation.
These modern farming methods highlight the integration of technology, innovative systems, and sustainable practices to address the challenges faced by traditional agriculture. By adopting these methods, farmers can enhance productivity, reduce environmental impact, conserve resources, and contribute to a more sustainable and resilient agricultural system.
What are six modern ways of farming?
Here are six modern ways of farming that have gained popularity in recent years:
Organic Farming: Organic farming focuses on cultivating crops and raising livestock using organic materials and practices that promote ecological balance and biodiversity. It avoids the use of synthetic fertilizers, pesticides, genetically modified organisms (GMOs), and antibiotics. Organic farming emphasizes soil health, crop rotation, composting, and natural pest control methods. It aims to produce nutritious, environmentally friendly, and chemical-free food.
Hydroponics: Hydroponics is a soil-less farming method that involves growing plants in nutrient-rich water solutions instead of traditional soil. Plants are grown in containers or vertical towers, and their roots are directly exposed to the nutrient solution. Hydroponic systems can be indoors or in controlled environments, allowing year-round cultivation. This method conserves water, maximizes space utilization, and enables precise nutrient control, resulting in efficient and high-yield crop production.
Urban Farming: Urban farming involves cultivating crops, raising livestock, or keeping bees in urban areas. It utilizes vacant lots, rooftops, vertical structures, or community gardens to grow food locally. Urban farming contributes to food security, reduces the carbon footprint associated with transportation, and provides access to fresh produce in urban settings. It often employs techniques such as container gardening, vertical farming, and aquaponics.
Agroforestry: Agroforestry is a land-use system that combines the cultivation of trees or shrubs with agricultural crops or livestock. It promotes the integration of trees or woody perennials alongside annual or perennial crops, providing multiple benefits. Agroforestry systems enhance soil fertility, conserve water, reduce erosion, sequester carbon, and provide additional income streams through timber, fruits, nuts, or fodder production. They contribute to biodiversity conservation and sustainable land management.
Community Supported Agriculture (CSA): CSA is a farming model where consumers become members or subscribers of a farm and receive a regular share of the farm's produce. Members typically pay upfront or on a seasonal basis to support the farm's operation and, in return, receive a portion of the farm's harvest. CSA builds a direct relationship between farmers and consumers, promotes local food production, reduces food miles, and fosters community engagement in agriculture.
Vertical Farming: Vertical farming involves growing crops in vertically stacked layers or on vertically inclined surfaces, often in controlled environments or indoor settings. It utilizes artificial lighting, hydroponics, or aeroponics to optimize plant growth. Vertical farming maximizes space utilization, reduces water usage, and enables year-round crop production. It is particularly suitable for urban areas with limited land availability and offers the potential for local, fresh food production.
These modern farming methods showcase the diversification and innovation in agriculture, addressing various challenges such as resource efficiency, urbanization, and sustainability. They contribute to a more resilient and sustainable food system in an evolving agricultural landscape.
What are the 3 different modern farming methods?
There are numerous modern farming methods, but here are three different ones that have gained prominence:
Precision Farming: Precision farming, also known as precision agriculture, involves the use of advanced technologies and data-driven approaches to optimize farming practices at a precise level. It utilizes tools such as GPS, sensors, drones, and farm management software to collect data on soil conditions, crop health, and environmental factors. This data is then analyzed to make informed decisions regarding the precise application of inputs, such as fertilizers, pesticides, and water, tailored to the specific needs of different areas within a field. Precision farming improves resource efficiency, reduces input wastage, and maximizes crop yields.
Vertical Farming: Vertical farming is a method that involves growing crops in vertically stacked layers or on vertically inclined surfaces, often indoors or in controlled environments. This technique utilizes artificial lighting, climate control systems, and hydroponics or aeroponics to create optimal growing conditions for plants. Vertical farming maximizes space utilization by growing crops in a vertical arrangement, allows for year-round cultivation, reduces the need for traditional land, and minimizes water usage. It offers potential benefits in urban areas where land availability is limited and aims to provide locally grown, fresh produce.
Organic Farming: Organic farming is an agricultural approach that focuses on cultivating crops and raising livestock using organic materials and practices. It aims to promote ecological balance, biodiversity, and soil health while avoiding the use of synthetic fertilizers, pesticides, GMOs, and antibiotics. Organic farming emphasizes the use of organic fertilizers, crop rotation, cover cropping, and natural pest control methods. It aims to produce food that is free from chemical residues, environmentally sustainable, and promotes animal welfare. Organic farming systems often follow strict certification standards to ensure compliance with organic principles.
These three modern farming methods represent different approaches to address specific challenges and objectives in agriculture. Precision farming optimizes resource usage, vertical farming maximizes space efficiency, and organic farming prioritizes sustainable and chemical-free practices.
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mrudula01 · 2 years ago
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Agricultural Robots Market: Cutting-edge Tech & Top Applications
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Agriculture
12, August 2022
The agriculture industry is plagued by real problems. The traditional farming methods struggle to keep up with the efficiencies and demand for the workforce. Hence, the introduction of automated farming attempts to counter these problems by using robotics and advanced sensing.
The Global Agricultural Robots Market was worth $4298.87 million in 2021 and is projected to reach up to $17610.54 million by 2028, growing at a CAGR of 19.98% over the forecast period 2022-2028. The rising human population, keeping track of environmental footprints, and reduction in severe labor shortage are top drivers propelling the growth of the studied market.
Further, the entrance of artificial intelligence in modern agriculture has enabled companies to launch precision techniques, aiding farming practices. For instance, products such as “Apple Packer” launched by Robotics plus allow robotic machines to pick and pack apples. Thus, increased production of technological driven products is likely to generate prospects for the market during the forecast period.
Robotics and its Applications in Agriculture
Robots are machines that work autonomously without human intervention and effectively complete tasks with greater accuracy and in less time. The introduction of automation in the agriculture industry helps the farmers to enhance their efficiency, lessen operating costs and enable round-the-clock work, thereby reducing the need for a skilled workforce. The demand for agricultural robots is primarily determined by the reduced human efforts, which directly results in the labor cost reduction during agricultural functions.
There are several benefits of using robots in farming, namely cloud seeding, fruit picking, harvesting, environmental monitoring, weed control, soil analysis, and planting seeds. This is projected to witness traction with the integration of technological advancements. In 2021, Crop Production dominated the application segment with a revenue of $1037.26 million, owing to the development of independently operating machines for different purposes like sowing, fertilization, irrigation, harvesting, etc.
The segment’s development is also a result of some notable products launched by the key market players. Some of them are mentioned below:
A driverless tractor, launched by Dheere & Company, is used for sowing and plowing, navigated independently with the help of in-built GPS.
Another company, SZ DJI Technology Co., built AGRAS T30, a drone that makes the spraying process more effective.
TartanSense offers autonomous machines like “BladeRunner,” a tractor-pulled mechanical weeder and spot sprayer used for spraying, weeding, sowing and harvesting.
Lely Holding SARL launched “Astronaut A5,” a cow milking robot with multi-application use, such as a cleaning system and steam disinfection.
“See and Spray” robots offered by Dheere & Company can reduce agrochemical use by 90%, reducing crop damage.
Ecorobotix provides lightweight GPS, a completely autonomous drone with the ability to use its solar power to run all day. The robot uses its complex camera system to target and spray weeds.
Some of the popular types of robots contributing revenue to the market are UAVs/drones, milking robots, automated harvesting systems, and driverless tractors. The segment uses methods that enable robot-assisted precision agriculture techniques, providing farmers with several advantages.
Further, the United States recorded the highest use of drones in agriculture for seeding, chemical spraying, crop monitoring, irrigation control and livestock management. As a result, North America held the largest regional market in 2021 with a CAGR of 19.43% and is expected to maintain its stronghold throughout the forecasting period.
To Conclude
The embark of technology in agriculture has solved farmers’ age-old problems and enabled them to earn higher outputs from existing lands and animals. However, huge investments and a dearth of knowledge in handling are projected to hinder the agricultural robots market’s growth.
To overcome these challenges, market players are continuously updating technology and investing in research and development activities to introduce an innovative range of agricultural robots to boost their product offerings, thereby resulting in a higher competitive rivalry.
The players continuously compete to gain a large market share and expand their operations in other regions by merging with smaller companies to acquire their customer base. For instance:
In December 2021, AGCO Corporation acquired Appareo Systems LLC, which deals in technology applications.
In November 2021, CNH Industrial acquired Raven Industries Inc., a leader in agriculture technology.
In October 2021, BouMatic Robotics B.V. acquired SAC Group, a well-known full-line producer of complete milking systems for cows, sheep & goats.
In November 2020, Deere & Company acquired Harvest Profit, a leading provider of farm profitability software.
FAQ
Q1) What are the challenges faced by the studied market?
Huge investments in the procurement of agricultural robots and a lack of knowledge in handling them are projected to hamper the market’s growth.
Q2) Which region is expected to grow the fastest in the studied market? The Asia-Pacific region is expected to grow the fastest in the global agricultural robots market, with a CAGR of 20.62% during the forecast period.
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technologyupdatesblog · 2 years ago
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Sachin Dev Duggal talks about the AI in agriculture
Have you ever wondered who harvests the crops on the farmland? Most of the time the food that ends up on your dinner plate is not the result of a regular farm worker, but rather robotic robots that are capable of bulk harvesting with greater accuracy and speed. These devices aid in increasing crop yield size and decreasing agricultural waste that is left in the field. 
The efficiency of agriculture is being improved by numerous businesses. Products like autonomous strawberry-picking equipment and a vacuum harvester for mature apples are available say Sachin Dev Duggal . These devices locate the harvestable produce and assist in fruit selection using sensor fusion, machine vision, and artificial intelligence models. 
The second-largest sector after defense, where service robots have been used professionally, is agriculture. According to the International Federation of Robotics, up to 25,000 agricultural robots have been sold, which is the same amount utilized for military applications. 
A simple data point about the timing of seed sowing can make the difference between a successful year and a failing one. To tackle this, ICRISAT scientists employed a predictive analytics technique to determine an exact date for sowing the seeds to get the most yield. In addition to a 7-day weather forecast, it also provides information on the health of the soil and fertilizer suggestions. 
The variation in the crop's price is a major source of concern for many farmers. Farmers are never able to set a specific production pattern because of fluctuating prices. When it comes to crops with a short shelf life, like tomatoes, this issue is particularly common. 
Businesses examine the land and continuously monitor crop health using satellite imagery and weather data. Big data, AI, and machine learning technologies enable businesses identify pest and disease infestations, calculate tomato output and yield, and forecast prices. They can advise farmers and governments on future pricing trends, demand levels, the best crops to plant for optimum profit, the use of pesticides, and other topics. 
Innovative startups are using AI in the field of agriculture. A Berlin-based agricultural tech startup3developed a multi-lingual plant disease and pest diagnostic app, which uses various images of the plant to detect diseases; a smartphone collects the image that is matched with a server image and then a diagnosis of that disease is provided and applied to the crop using intelligent spraying technique. Sachin Dev Duggal also elucidates the application uses AI and ML to solve plant diseases. Over seven million farmers have downloaded this app and it has helped identify over 385 crop diseases among field crops, fruits, and vegetables. 
In conclusion, AI will be a potent instrument that can assist organizations deal with the growing complexity in modern agriculture and mind you will agree with Sachin Dev Duggal with AI integration that fit greatly alleviates the shortage of resources and labor. It is past time for large corporations to make an investment here. 
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tritonmarketresearch · 2 years ago
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Agricultural Robots Market: Cutting-edge Tech & Top Applications
The agriculture industry is plagued by real problems. The traditional farming methods struggle to keep up with the efficiencies and demand for the workforce. Hence, the introduction of automated farming attempts to counter these problems by using robotics and advanced sensing.
The Global Agricultural Robots Market was worth $4298.87 million in 2021 and is projected to reach up to $17610.54 million by 2028, growing at a CAGR of 19.98% over the forecast period 2022-2028. The rising human population, keeping track of environmental footprints, and reduction in severe labor shortage are top drivers propelling the growth of the studied market.
Further, the entrance of artificial intelligence in modern agriculture has enabled companies to launch precision techniques, aiding farming practices. For instance, products such as “Apple Packer” launched by Robotics plus allow robotic machines to pick and pack apples. Thus, increased production of technological driven products is likely to generate prospects for the market during the forecast period.
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Robotics and its Applications in Agriculture
Robots are machines that work autonomously without human intervention and effectively complete tasks with greater accuracy and in less time. The introduction of automation in the agriculture industry helps the farmers to enhance their efficiency, lessen operating costs and enable round-the-clock work, thereby reducing the need for a skilled workforce. The demand for agricultural robots is primarily determined by the reduced human efforts, which directly results in the labor cost reduction during agricultural functions.
There are several benefits of using robots in farming, namely cloud seeding, fruit picking, harvesting, environmental monitoring, weed control, soil analysis, and planting seeds. This is projected to witness traction with the integration of technological advancements. In 2021, Crop Production dominated the application segment with a revenue of $1037.26 million, owing to the development of independently operating machines for different purposes like sowing, fertilization, irrigation, harvesting, etc.
The segment’s development is also a result of some notable products launched by the key market players. Some of them are mentioned below:
A driverless tractor, launched by Dheere & Company, is used for sowing and plowing, navigated independently with the help of in-built GPS.
Another company, SZ DJI Technology Co., built AGRAS T30, a drone that makes the spraying process more effective.
TartanSense offers autonomous machines like “BladeRunner,” a tractor-pulled mechanical weeder and spot sprayer used for spraying, weeding, sowing and harvesting.
Lely Holding SARL launched “Astronaut A5,” a cow milking robot with multi-application use, such as a cleaning system and steam disinfection.
“See and Spray” robots offered by Dheere & Company can reduce agrochemical use by 90%, reducing crop damage.
Ecorobotix provides lightweight GPS, a completely autonomous drone with the ability to use its solar power to run all day. The robot uses its complex camera system to target and spray weeds.
Some of the popular types of robots contributing revenue to the market are UAVs/drones, milking robots, automated harvesting systems, and driverless tractors. The segment uses methods that enable robot-assisted precision agriculture techniques, providing farmers with several advantages.
Further, the United States recorded the highest use of drones in agriculture for seeding, chemical spraying, crop monitoring, irrigation control and livestock management. As a result, North America held the largest regional market in 2021 with a CAGR of 19.43% and is expected to maintain its stronghold throughout the forecasting period.
To Conclude
The embark of technology in agriculture has solved farmers’ age-old problems and enabled them to earn higher outputs from existing lands and animals. However, huge investments and a dearth of knowledge in handling are projected to hinder the agricultural robots market’s growth.
To overcome these challenges, market players are continuously updating technology and investing in research and development activities to introduce an innovative range of agricultural robots to boost their product offerings, thereby resulting in a higher competitive rivalry.
The players continuously compete to gain a large market share and expand their operations in other regions by merging with smaller companies to acquire their customer base. For instance:
In December 2021, AGCO Corporation acquired Appareo Systems LLC, which deals in technology applications.
In November 2021, CNH Industrial acquired Raven Industries Inc., a leader in agriculture technology.
In October 2021, BouMatic Robotics B.V. acquired SAC Group, a well-known full-line producer of complete milking systems for cows, sheep & goats.
In November 2020, Deere & Company acquired Harvest Profit, a leading provider of farm profitability software.
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enchantingvoid · 2 years ago
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Agriculture Robots Market Scope and Opportunities Analysis 2020 – 2030
Global Agriculture Robots Market: Snapshot 
Robots are poised to replace agricultural hands. They can pluck fruits, sow and reap crops, and milk cows. They carry out the tasks much faster and with a great degree of accuracy. This coupled with mandates on higher minimum pay being levied in most countries, have spelt good news for the global agriculture robots market. 
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Reason enough for the industry to cheer. Companies are increasingly investing in developing more efficient robots leveraging cutting-edge technologies to further their market positions. They are taking to modern technologies such as cloud, data analytics, and Internet of Things (IoT) to create more autonomous and unmanned robots that will drastically reduce the need for human intervention. 
Tractors, for example, have become increasingly autonomous, robotic milking parlors have become widespread, and drones are slated to change the contours of farming in the near future. In fact, unmanned remote-controlled helicopters are already being used for spraying rice fields for over two decades. With the introduction of light weight drones, the process will see more widespread adoption. Embedded with small multi-spectral sensors, such drones shall also help gather crucial information on farms which would enable farmers to take data-driven accurate decisions. 
While all such improvements bode well for the agriculture robots market, the hue and cry over rising automation resulting in job losses at an alarming pace is somewhat of a dampener for the market. A short while back, Microsoft founder and trillionaire techie Bill Gates expressed his disproval against rising automation by suggesting taxing of robots that supplant human workers. Coming from a techie of his stature, this sure sounds like a warning bell to the industry that stands at an interesting juncture now waiting to explode.
Global Agriculture Robots Market: Overview 
The demand for agriculture robots is increasing as they help in automating the agriculture business and meeting the rising demand from the global market. The technology holds promise of significantly improving crop yield, variety, and quality. The latest agriculture robots developed and introduced, can be put to various applications such as seeding, scouting, weeding, application of fertilizers, harvesting, and irrigation. 
The report provides in-depth insights into the various factors supporting the growing of the global agriculture robots market and those restraining its trajectory. It segments the market based on various parameters and covers the drivers and limitations affecting the market’s growth across all these segments. Using Porter’s five forces it gauges the bargaining power of buyers and suppliers, degree of competition prevailing in the market, and the prevailing threat from substitute and new entrants. 
Global Agriculture Robots Market: Drivers and Restraints 
A plethora of benefits offered by agriculture robots such as accuracy and precision, minimal requirement of human labor, faster task accomplishment, cost benefits, and fatigueless functioning will encourage their wider adoption across the global agricultural industry. The rising labor cost is creating substantial demand for automation in the agriculture sector. A few of the innovations expected to bolster adoption of agriculture robots in the long run are use of wireless sensors, driverless tractors, penetration of wearable and drones, proliferation of controls and systems driven robots, and the rising demand for the 3D printing technology in the agriculture sector. 
Besides these, penetration of the Internet of Things (IoT) will pave way for the popularity of “smart farming”, which also promises considerable growth opportunities for the market. The rising focus on improving farm yield by leveraging the latest technologies based on satellite is another driver, which the market is expected to benefit from over the forecast period. Due to the fact that natural resources such as land, labor, and water are limited, adopting technology will emerge as the key of improving agricultural production to feed the increasing masses. Given the scenario, agribots are likely to play a vital role and are expected to be used across vital stages of agriculture cycle such as harvesting, watering, sowing, and seeding.
On the downside, agricultural robotics need extensive research in order make machines make logical sense of the complex biological environment. Therefore, challenges prevailing in terms of proper execution of machines without destroying the field or crops could limit the adoption of the technology. 
Global Agriculture Robots Market: Regional Outlook 
Regionally, the global agriculture robots market can be segmented into Europe, Asia Pacific, North America, and Rest of the World. The demand for agriculture robot is significant high in countries exhibiting high demand for advanced technologies. For instance, the market has found lucrative opportunities in Japan, Australia, Mexico, China, and Canada. In the forthcoming years, the market is expected to witness considerable growth as both Europe and Asia Pacific exhibit a high rate of uptake. However, the U.S. will continue ranking as the fastest growing market and thus exhibit the highest CAGR over the course of the report’s forecast period. 
Global Agriculture Robots Market: Vendor Landscape 
Some of the leading players operating in the global agriculture robots market are Autonomous Tractor Corporation, ISO Group, AGROBOT-Soluciones Robóticas Agrícolas SL, Blue River Technology, Inc., Autonomous Solution Inc., Agribotix LLC, Deere & Company, Energid Technologies Co., and Yamaha Corporation.
  Key questions answered in this report
What are the diverse growth parameters influencing the market?
Which regions will contribute largely to the growth of the market
What are the recent innovations and technological advancements in the market?
What are the emerging trends across the market?
How has COVID-19 affected the market?
What will be the post-pandemic scenario of the market?
What are the major threats that will dent the growth prospects of the market?
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waaaiz · 4 years ago
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Farm Equipment Market Research Report
The GMI Research expects the farm equipment market to expand at a significant rate. From a regional perspective, the Asia-Pacific is expected to increase at a higher CAGR due to the large area of agricultural land in various countries, such as Malaysia, China, India, Indonesia, and Japan. The increasing horticulture sector and precision agriculture are further driving the market growth.
Request for a FREE Sample Report on Farm Equipment Market
Farm Equipment Market Dynamics (including market size, share, trends, forecast, growth, forecast, and industry analysis)
Key Drivers
The global farm equipment market size is predicted to witness an upsurge in demand during the forecast period due to the growing population, and the rising demand for food worldwide has led to the high adoption of advanced and efficient methods of agricultural production. Moreover, several advanced agriculture equipments like harvesters, hay and forage equipment, spraying equipment, irrigation, and crop processing equipment aids in the efficient farming process, decreasing labor cost and improving crop quality, which will further pay the way for the growth of the farm equipment market share in terms of revenue.
The growing government support in the form of low-rate subsidies, loans, and other credits to promote farm mechanization and to surge farm yield which is further propelling the growth of the market. For example, financial credit and loans offered by the U.S. Department of Agriculture to purchase land, the Farm Service Agency (FSA), equipment, livestock, seed, supplies, and feed is fuelling the market growth. According to the farm equipment market statistics, the development of technologically advanced agricultural equipment like autonomous tractors, integration of new technologies that include GPS, Google Earth, drones, telematics, ground-based sensors, and robotic systems into present equipment to enhance productivity is expected to bring various new opportunities in the market. On the other hand, the increased cost of equipment and limited awareness associated with the benefits of using agriculture equipment among farmers in developing countries, including India, Bangladesh, Indonesia, Saudi Arabia, and South Korea, will hinder the growth of the farm equipment market.
Farm Equipment Market’s leading Manufacturers:
·        CNH Industrial N.V.
·        Deere & Company
·        Kubota Corporation
·        AGCO Corporation
·        Mahindra & Mahindra Ltd.
·        CLAAS KGaA mbH
·        ISEKI & Co., Ltd.
·        SDF Group
·        YANMAR HOLDINGS Co., Ltd.
·        China National Machinery Industry Corporation
Farm Equipment Market Segmentation:
Segmentation by Product:
·        Tractors
·        Harvesters
·        Planting Equipment
·        Irrigation & Crop Processing Equipment
·        Spraying Equipment
·        Hay & Forage Equipment
·        Others
Segmentation by Application:
·        Land Development & Seed Bed Preparation
·      �� Sowing & Planting
·        Weed Cultivation
·        Plant Protection
·        Harvesting & Threshing
·        Post-harvest & Agro Processing
Segmentation by Region:
·        North America
o   United States of America
o   Canada
·        Asia Pacific
o   China
o   Japan
o   India
o   Rest of APAC
·        Europe
o   United Kingdom
o   Germany
o   France
o   Spain
o   Rest of Europe
·        RoW
o   Brazil
o   South Africa
o   Saudi Arabia
o   UAE
o   Rest of the world (remaining countries of the LAMEA region)
About GMI Research
GMI Research is a market research and consulting company that provides syndicated research reports, consulting services, and customized market research reports. Our reports are based on market intelligence studies to ensure relevant and fact-based research across numerous sectors, including healthcare, automotive, information technology & communication, FMCG, and other industries. GMI Research’s deep understanding related to the business environment helps us in generating objective strategic insights. Our research teams consisting of seasoned analysts and researchers have hands-on experience in various regions, including Asia-pacific, Europe, North America, and the Rest of the World. The market research report offers in-depth analysis, which contains refined forecasts, a bird's eye view of the competitive landscape, factors impacting the market growth, and several other market insights to aid companies in making strategic decisions. Featured in the ‘Top 20 Most Promising Market Research Consultants’ list of Silicon India Magazine in 2018, we at GMI Research are always looking forward to help our clients to stay ahead of the curve.
Media Contact Company Name: GMI RESEARCH Contact Person: Sarah Nash Email: [email protected] Phone: Europe – +353 1 442 8820; US – +1 860 881 2270 Address: Dublin, Ireland Website: www.gmiresearch.com
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shobhitrathore95 · 4 years ago
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Agriculture Equipment Market Research Report
The GMI Research forecasts that the agriculture equipment market is witnessing an upsurge in demand during the forecast period. This is mainly due to the growing adoption of modern technologies by the farmers to enhance the quality of farm yield and rising demand for food.
Top Manufacturers in the Agriculture Equipment Market:
·         AGCO Corporation
·         Fliegl Agro-Center GmbH
·         Atespar
·         AMAZONEN-WERKE H. Dreyer GmbH & Co. KG
·         APV GmbH
·         Bellota
·         CLASS KGaA mbH
·         CNH Industrial
·         Escorts Limited
·         HORSCH
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Agriculture Equipment Market Dynamics (including market size, share, trends, forecast, growth, forecast, and industry analysis)
Key Drivers
The significant factors contributing to the growth of the global agriculture equipment market include the growing adoption of modern technologies by the farmers to enhance the quality of farm yield and rising demand for food. The farmers are fundamentally shifting towards the adoption of modern agricultural machinery instead of traditional farming techniques such as tillage, plows, and seeders. Several kinds of advanced farming machinery, including harvesters, spraying equipment, crop processing equipment, and irrigation, are rapidly utilized in numerous processes to enhance crop output and quality. For instance, the major farm machinery manufacturers are emphasizing on using integrated technologies such as GPS, Google Earth, and Robotic systems in the present equipment to improve productivity.
Various technological advancements in agricultural equipment's such as autonomous tractors, the implementation of ground-based sensors, and flying drones, which in turn, have supported the farmers to cultivate food at a lower cost to meet the rising demand for food. The key factors driving the growth of the market during the forecast period include significant shift in the farmers' preference towards the adoption of GPS software products and tractors fitted with telematics and they are becoming tech-savvy. Moreover, government of developing countries is introducing multiple farm waiver schemes to help the farmers to purchase farm equipment. For instance, the US Farm Service Agency provides guaranteed and direct farm ownership and operating loans to family-size farmers who are not given commercial credit from the bank, Farm Credit System institution, or other lenders. Thereby, the growing number of government programs and schemes is creating various growth opportunities for the market during the forecast period.
Regional Drivers
Based on the region, Asia-pacific is expected to dominate the market during the forecast period due to the rising economic growth, particularly in India, China, and Middle Eastern economies in this region. Furthermore, the low level of mechanization and wide area of agricultural land is further attracting a large number of end-users towards the market. On the other hand, North America is projected to grow at a faster CAGR during the forecast period. This is attributed to the implementation and usage of machines with improved fuel efficiency, and the enhanced features are accelerating the growth of the market in this region. In addition to this, the limited farm labor in the U.S. is promoting the farmers to opt for agriculture equipment to save their time and better quality of yields.
Agriculture Equipment Market Segmentation:
Segmentation by Product:
·         Tractors
·         Harvesters
·         Planting Equipment
·         Irrigation & Crop Processing Equipment
·         Spraying Equipment
·         Hay & Forage Equipment
·         Others
Segmentation by Application:
·         Land Development & Seed Bed Preparation
·         Sowing & Planting
·         Weed Cultivation
·         Plant Protection
·         Harvesting & Threshing
·         Post-harvest & Agro Processing
Segmentation by Region:
·         North America
o   United States of America
o   Canada
·         Asia Pacific
o   China
o   Japan
o   India
o   Rest of APAC
·         Europe
o   United Kingdom
o   Germany
o   France
o   Spain
o   Rest of Europe
·         RoW
o   Brazil
o   South Africa
o   Saudi Arabia
o   UAE
o   Rest of the world (remaining countries of the LAMEA region)
About GMI Research
GMI Research is a leading market research company that offers market research reports for every industry. Our research teams have seasoned analysts and researchers and are always looking for industry-leading research techniques to create all-encompassing research reports. GMI Research's extensive global network allows it to collect relevant information about the industry on a regional as well as country-level basis. Our main focus is to keep our clients abridged of the emerging opportunities and challenges in a wide range of sectors. We provide step-by-step assistance to our clients through strategic and consulting services to reach a managerial and actionable decision. Our market research report offers in-depth analysis, which contains refined forecasts, a bird's eye view of the competitive landscape, major factors impacting the market growth, and various market insights to aid companies to make strategic decisions. Featured in the ‘Top 20 Most Promising Market Research Consultants’ list of Silicon India Magazine in 2018, we at GMI Research are always looking forward to help our clients to stay ahead of the curve.
Media Contact Company Name: GMI RESEARCH Contact Person: Sarah Nash Email: [email protected] Phone: Europe – +353 1 442 8820; US – +1 860 881 2270 Address: Dublin, Ireland Website: www.gmiresearch.com
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bobsweepmop · 6 years ago
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Is the Future of Agriculture in Robotics?
Modern combine in a field – Soon this will be an autonomous robot
Every single day we are reminded that the robot revolution is moving forward. From autonomous vehicles to automated cashier, the robots are taking a larger and larger place in our daily lives. And while our attention has been focused on robots in manufacturing industries, there’s one vital field of activity they might disrupt even more than anything else. Indeed, to quote the authors of one of the most renowned papers on the topic:
“[…]food is a necessity that must be produced at all costs. We therefore need either more farmers or more ways to produce food with limited manpower. The robots are coming to the rescue.”
Are you ready for the robo-agriculture?
The Agricultural Robotics Market Is About to Blow Up
Today, it’s the 2nd biggest market for professional robotics and estimated to be worth $2.75 billion. According to many researchers, the agricultural robots market should have an annual growth rate of over 20% until 2022. Eventually, it will reach a market capitalization of $13 billion. This spectacular growth will be fueled by the democratization of automated machines, by their ever-decreasing costs, but mostly by the diversification of the nature of the machines.
Today, a vast majority of robotics on farms are for milking cows or indoor machines. But in the very near future, robots will start working outdoors. You may have already seen some automated tractors or drones but, truth be told, these are still sparse initiatives. That being said, the day when we’ll see robots roaming through farms is closer than you can imagine. For instance, we already have advanced prototypes for feeder robots, surveyance, and weeding. A future à la Interstellar with fully automated farms might just be around the corner.
Tractor in a field
According to a MarketsandMarkets Research report, the most important applications will be in:
Harvesting Management
Field Mapping
Dairy Farm Management
Soil Management
Irrigation Management
Pruning Management
Weather Tracking and Forecasting
Inventory Management
It’s then safe to say that most of today’s farming is about to be disrupted by robotics.
Modern Farming is Broken and Inefficient
Starting from the premise quoted earlier, the robot-enhanced agriculture is also a question of survival. Today’s farming is far from optimal on so many levels. According to an FAO report, family-run farms produce over 75% of the world’s food. And about 75% of all farms in the world are smaller than one hectare. And those small farms are way more efficient than the large ones. Contrary to the rule of thumb that large-scale productions see a decrease of inputs per unit of production, farming is actually more efficient and productive at smaller scales.
Bringing robots and technology into the equation will improve all farms’ productivity. If we want to tackle the challenges of feeding the ever-increasing world’s population, we’ll need to make sure that the food production process minimizes the inputs needed and maximizes the yields. That’s something only robots can help us achieve. The future of farming is technology and data-driven.
Modern irrigation, while it got better, is still inefficient
Let’s take for example the modern irrigation. What do you think will be most productive? Using hundreds of meters of aerial pipes like we can see today in linear or central pivot irrigation…Or arrays of moisture sensors spread across the field, making sure the soil has the perfect moisture levels at the perfect places for crops to grow as productive as possible (without mentioning the use of weather forecasts to adapt the irrigation schedule to ensure as little water is used as possible)? Which brings us to our first point.
Agricultural Robots Will Be So Much More Efficient
The first obvious improvement brought by farming robots will be that they’ll be autonomous. While people will be able to focus their mind on more interesting tasks, they will be roaming the properties, relentlessly accomplishing their mission. Whether it’ll be surveyance, removing weeds and pest, caring for crops,… you can be sure that you won’t have to be behind them to get the job done.
Thanks to online databases and forecasts, combined with the data provided by external and internal sensors, they will have a complete understanding of the situation, far beyond what any human could. This will allow them to make informed decisions, and obtain the optimal outcome.
Furthermore, as all of these robots will be powered on batteries and electric motors, they will also have a positive impact on the energy consumption and carbon footprint of the farms. Some of them might even be perfectly independent thanks to solar panels on them. They’ll be an important part of a greener future for mass-scale farming. Besides, this will also allow for a quieter exploitation. Thus it will also reduce the noise pollution generated by agriculture.
Milking is already in majority done by milking robots
In a nutshell, by bringing artificial intelligence and around-the-clock activity, the robots will help optimize the yield of the farms far beyond what could humanly be possible. Maximizing the production while minimizing the costs in energy, water, time,… Can you imagine greenhouses with automatic lighting and watering designed to get the best crops for the minimal energy? Or tractors relentlessly roaming the fields with drones surveying cattle day and night and rovers on a permanent weed-control duty? Or watering hectares and hectares of lands using only the optimal amount of water for each square meter? This is what tomorrow will be made of.
Robots on Farms Will Improve Human Lives
Farm employment is far from a riskless job. It often exposes workers to pesticides, long working hours in the heat and sun, and poor sanitary conditions among other direct health risks. There are many serious health hazards affecting farmworkers. For instance, the Organic Dust Toxic Syndrome, caused by grain and silage dust, is a common illness among farmers. Less known, the exposure to excessive noise produced by machines can permanently damage workers’ hearing. Furthermore, most of the work is physical and outside. Thus increasing the risk of accidents caused by fatigue, difficult environment and weather, and aging tools.
However, only some of these risks are being covered by employment and health insurances. Some are not even covered by national legislation and regulations. By bringing robots to do these tasks, we will be reducing the risks on the human workers. Which will not only have a positive impact on their lives, but also on the people around them, and the society at large.
Robots will be able to farm 24/7 – No more driving tractors in the middle of the night
And obviously, as mentioned above, the more efficient the farming, the better we all are. Maximizing yield while reducing the environmental and societal costs can help us tackle the challenges of a growing population and the lack of efficiency of modern intensive farming. We can all agree that a healthier planet would be a very strong improvement in everybody’s lives!
There Are Many Questions Raised by the Farming Robots…
… And they might impact their democratization more than you could suspect. As with any technological revolution, many questions need to be answered. Today, the focus of governing entities is on the legislation and regulation of the potential agricultural robots. Due to the fact that these robots will be in an open environment and will probably be massive pieces of machinery. While it’s for obvious security reasons (you don’t want a pilotless combine to go on a road trip), it can create serious entry barriers to startup trying to break into this field.
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Indeed, the certification process can already decide of the fate of a prototype. For instance, the Centéol developed by AgreenCulture is a promising autonomous robot weighing 300kg. However, until it gets its certification of conformity with the European Union norms, it can’t be officially released on the market. This is just one of many examples of speedbumps that the farming robots will have to overcome to become mainstream.
Governments Are Jumping on the Bandwagon for Agricultural Robotics
Seen all that legal blur and balancing it against the numerous advantages, some governments are starting to realize the possible impact and the need for action. Whether it’s the positive fallback of leading the way on that matter or the risk of missing the train on that new revolution. For instance, France, one of the largest agricultural production in the world, through its national agronomic and research agency IRSTEA, has announced in November 2017 the creation of an accelerator program “RobAgri“. Its goal couldn’t be any clearer: “Intensify the conception, validation, and dissemination of tomorrow’s robots“.
Investing in agricultural robotics is sowing the seeds of a prosperous future
One of the biggest government programs on that topic in the world, RobAgri gathers almost 50 public and private stakeholders in order to impulse a dynamic collective to conceive robotic systems fitting the needs of farmers and markets. Besides its workgroup, RobAgri is partnering with Naio Technologies to organize a yearly convention about agricultural robotics. The Forum International de la Robotique Agricole (FIRA) will hold its 3rd edition on December 13th and 14th in Toulouse, France.
Likewise, back in 2014, the UK set out an “agri-tech” strategy with over £150M in public funding to develop and commercialize agricultural technologies.
You Too Can Have Your Own Agricultural Robot
The robotic farming isn’t reserved to only big exploitations. If you wanna be part of the agricultural revolution brought by robotics, we can only suggest you get yourself a FarmBot. This open-source project allows you to build your own automated veggie garden. Powered by a Raspberry Pi and an Arduino board, it offers to bring a CNC head to your raised bed. Thanks to its open-source software you can access your crop from anywhere and make sure everything’s running alright. Thanks to its link with OpenFarm.cc and weather data, FarmBot can optimize the care of your crops. According to its manufacturer, it can save you up to $1,500 a year for your vegetable consumption. Or if you’re looking for a smaller-scale project, there’s the MoAgriS project over at Hackaday that will be a great start.
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If you’re looking to automate your garden’s irrigation and watering systems, then look no further than the GreenIQ Smart Garden Hub available at RobotShop.com. Using data from weather services or from moisture sensors (3 are included with the base product), this hub can save you up to 50% of your water consumption. You can use its additional master channels for a water pump and a fertilizer tank. It can also take control of your lighting based on sunset and sunrise schedules. And obviously, you can control it from your computer or your smartphone from anywhere in the world. Or ask Alexa to do it for you!
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Or if you’re looking to bid farewell to the mowing chore, then you should take a look at our catalog of robotic lawn mowers. Like the robotic vacuum cleaners you might already have inside your house, these robots will relentlessly roam across your lawn to make sure it’s always looking perfect. These are also about to become a common thing as their market is projected to reach values of around $3 billion by 2023 with a CAGR over 15% for the next five years.
Needless to say, whether you’re part of it or not, the agricultural robotic revolution is well underway.
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The 8 Best Robots From CES 2018
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arushisoni-blog · 6 years ago
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Agriculture Robots – On-going technological competition prevailing 2025
Global Agriculture Robots Market: Snapshot
Robots are poised to replace agricultural hands. They can pluck fruits, sow and reap crops, and milk cows. They carry out the tasks much faster and with a great degree of accuracy. This coupled with mandates on higher minimum pay being levied in most countries, have spelt good news for the global market for agriculture robots.
Reason enough for the industry to cheer. Companies are increasingly investing in developing more efficient robots leveraging cutting-edge technologies to further their market positions. They are taking to modern technologies such as cloud, data analytics, and Internet of Things (IoT) to create more autonomous and unmanned robots that will drastically reduce the need for human intervention.
Request Sample Copy of the Report @
https://www.tmrresearch.com/sample/sample?flag=B&rep_id=17
Tractors, for example, have become increasingly autonomous, robotic milking parlors have become widespread, and drones are slated to change the contours of farming in the near future. In fact, unmanned remote-controlled helicopters are already being used for spraying rice fields for over two decades. With the introduction of light weight drones, the process will see more widespread adoption. Embedded with small multi-spectral sensors, such drones shall also help gather crucial information on farms which would enable farmers to take data-driven accurate decisions.
While all such improvements bode well for the agriculture robots market, the hue and cry over rising automation resulting in job losses at an alarming pace is somewhat of a dampener for the market. A short while back, Microsoft founder and trillionaire techie Bill Gates expressed his disproval against rising automation by suggesting taxing of robots that supplant human workers. Coming from a techie of his stature, this sure sounds like a warning bell to the industry that stands at an interesting juncture now waiting to explode.
Request TOC of the Report @
https://www.tmrresearch.com/sample/sample?flag=T&rep_id=17
Global Agriculture Robots Market: Overview
The demand for agriculture robots is increasing as they help in automating the agriculture business and meeting the rising demand from the global market. The technology holds promise of significantly improving crop yield, variety, and quality. The latest agriculture robots developed and introduced, can be put to various applications such as seeding, scouting, weeding, application of fertilizers, harvesting, and irrigation.
The report provides in-depth insights into the various factors supporting the growing of the global agriculture robots market and those restraining its trajectory. It segments the market based on various parameters and covers the drivers and limitations affecting the market’s growth across all these segments. Using Porter’s five forces it gauges the bargaining power of buyers and suppliers, degree of competition prevailing in the market, and the prevailing threat from substitute and new entrants.
Global Agriculture Robots Market: Drivers and Restraints
A plethora of benefits offered by agriculture robots such as accuracy and precision, minimal requirement of human labor, faster task accomplishment, cost benefits, and fatigueless functioning will encourage their wider adoption across the global agricultural industry. The rising labor cost is creating substantial demand for automation in the agriculture sector. A few of the innovations expected to bolster adoption of agriculture robots in the long run are use of wireless sensors, driverless tractors, penetration of wearable and drones, proliferation of controls and systems driven robots, and the rising demand for the 3D printing technology in the agriculture sector.
Besides these, penetration of the Internet of Things (IoT) will pave way for the popularity of “smart farming”, which also promises considerable growth opportunities for the market. The rising focus on improving farm yield by leveraging the latest technologies based on satellite is another driver, which the market is expected to benefit from over the forecast period. Due to the fact that natural resources such as land, labor, and water are limited, adopting technology will emerge as the key of improving agricultural production to feed the increasing masses. Given the scenario, agribots are likely to play a vital role and are expected to be used across vital stages of agriculture cycle such as harvesting, watering, sowing, and seeding.
On the downside, agricultural robotics need extensive research in order make machines make logical sense of the complex biological environment. Therefore, challenges prevailing in terms of proper execution of machines without destroying the field or crops could limit the adoption of the technology.
Global Agriculture Robots Market: Regional Outlook
Regionally, the global agriculture robots market can be segmented into Europe, Asia Pacific, North America, and Rest of the World. The demand for agriculture robot is significant high in countries exhibiting high demand for advanced technologies. For instance, the market has found lucrative opportunities in Japan, Australia, Mexico, China, and Canada. In the forthcoming years, the market is expected to witness considerable growth as both Europe and Asia Pacific exhibit a high rate of uptake. However, the U.S. will continue ranking as the fastest growing market and thus exhibit the highest CAGR over the course of the report’s forecast period.
Global Agriculture Robots Market: Vendor Landscape
Some of the leading players operating in the global agriculture robots market are Autonomous Tractor Corporation, ISO Group, AGROBOT-Soluciones Robóticas Agrícolas SL, Blue River Technology, Inc., Autonomous Solution Inc., Agribotix LLC, Deere & Company, Energid Technologies Co., and Yamaha Corporation.
The study presents reliable qualitative and quantitative insights into:
  Market segments and sub-segments
  Market trends and dynamics
  Supply and demand chain of the market
  Market valuation (revenue and/or volume)
  Key trends/opportunities/challenges
  Forces defining present and estimated future state of the competitive landscape
  Technological developments
  Value chain and stakeholder analysis
The regional analysis covers:
  North America
  Latin America
  Europe
  Asia Pacific
  Middle East and Africa
About TMR Research
TMR Research is a premier provider of customized market research and consulting services to business entities keen on succeeding in today’s supercharged economic climate. Armed with an experienced, dedicated, and dynamic team of analysts, we are redefining the way our clients’ conduct business by providing them with authoritative and trusted research studies in tune with the latest methodologies and market trends.
Contact:
TMR Research,
3739 Balboa St # 1097,
San Francisco, CA 94121
United States
Tel: +1-415-520-1050
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tritonmarketresearch · 2 years ago
Text
Labor Shortage to Drive Agricultural Robots Market’s Growth
Triton Market Research presents the Global Agricultural Robots Market report sectioned by Type (UAVs/ Drone, Milking Robot, Automated Harvesting System, Driverless Tractor, Other Types), Application (Harvest Management, Dairy and Livestock Management, Crop Production, Other Applications), and Geography (North America, Asia-Pacific, Latin America, Europe, Middle East and Africa). The report further discusses the Market Summary, Industry Outlook, Impact of COVID-19, Key Insights, Porter’s Five Forces Analysis, Key Impact Analysis, Market Attractiveness Index, Vendor Scorecard, Industry Components, Regulatory Framework, Key Market Strategies, Drivers, Challenges, Opportunities, Competitive Landscape, Research Methodology & Scope, Global Market Size, Forecasts & Analysis (2022-2028).
Triton’s report suggests that the global market for agricultural robots is anticipated to witness growth at a CAGR of 19.98% over the forecast period 2022-2028.
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Request Free sample:
https://www.tritonmarketresearch.com/reports/agricultural-robots-market#request-free-sample
 Robots are machines working autonomously to complete tasks with greater accuracy and less time. Moreover, they have now made their way into the agricultural sector with applications such as weed control, seeding, plowing, harvesting, etc.
The market's primary driving force is replacing human labor with robots. The shortage of laborers and their inability to multitask and work round the clock has led to the deployment of robots in the fields, thereby leading the studied market. Further, the restrictive use of pesticides, non-residual, pre-emergent herbicide reduction, and the rising demand for cost effective solutions generate various opportunities for the agricultural robots market.
However, the cost of maintaining robots and the high prices of robot software is a challenge to the market. Additionally, the technical limitation for operating and maintaining the robots can limit the market’s growth.
Globally, the Asia-Pacific is expected to emerge as the fastest growing region in the agricultural robots market. The rising food demand in the region has boosted the growth of the agricultural sector, which resulted in increased labor demand. Since people aren’t interested in agriculture as a career, farmers are heavily opting for agricultural robots. In this regard, using robots in farming has made the process less time-consuming and cost-efficient. Besides this, companies such as Farmnote, Inaho and Han’s Robot Co are boosting the region’s market with continuous technological innovations in their products.  
Leading companies thriving in the agricultural robots market are AGCO Corporation, Autonomous Solutions Inc, CNH Industrial, Deere & Company, Lely Holdings SARL, Trimble Inc, BouMatic Robotics BV, PrecisionHawk Inc, Naïo Technologies, Agrobot, Harvest Automation, Rowbot, EcoRobotix, Robotics Plus Ltd, and Precision AI.
Since the agricultural robots market is consolidated, the competition among the competitors gets high. This is due to the availability of varied products in the market, such as self-navigating capabilities in robots, aerial equipment, machinery for agricultural harvesting, sowing, plowing, etc. The innovation and product launches by companies such as AGCO Corporation and CNH Industrial mark for higher competitive rivalry.
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Phone: +44 7441 911839
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arushisoni-blog · 7 years ago
Text
Agriculture Robots - Competition Prevailing in the Market by 2025
Global Agriculture Robots Market: Snapshot
Robots are poised to replace agricultural hands. They can pluck fruits, sow and reap crops, and milk cows. They carry out the tasks much faster and with a great degree of accuracy. This coupled with mandates on higher minimum pay being levied in most countries, have spelt good news for the global market for agriculture robots.
Reason enough for the industry to cheer. Companies are increasingly investing in developing more efficient robots leveraging cutting-edge technologies to further their market positions. They are taking to modern technologies such as cloud, data analytics, and Internet of Things (IoT) to create more autonomous and unmanned robots that will drastically reduce the need for human intervention.
Request Sample Copy of the Report @
https://www.tmrresearch.com/sample/sample?flag=B&rep_id=17
Tractors, for example, have become increasingly autonomous, robotic milking parlors have become widespread, and drones are slated to change the contours of farming in the near future. In fact, unmanned remote-controlled helicopters are already being used for spraying rice fields for over two decades. With the introduction of light weight drones, the process will see more widespread adoption. Embedded with small multi-spectral sensors, such drones shall also help gather crucial information on farms which would enable farmers to take data-driven accurate decisions.
While all such improvements bode well for the agriculture robots market, the hue and cry over rising automation resulting in job losses at an alarming pace is somewhat of a dampener for the market. A short while back, Microsoft founder and trillionaire techie Bill Gates expressed his disproval against rising automation by suggesting taxing of robots that supplant human workers. Coming from a techie of his stature, this sure sounds like a warning bell to the industry that stands at an interesting juncture now waiting to explode.
Request TOC of the Report @
https://www.tmrresearch.com/sample/sample?flag=T&rep_id=17
Global Agriculture Robots Market: Overview
The demand for agriculture robots is increasing as they help in automating the agriculture business and meeting the rising demand from the global market. The technology holds promise of significantly improving crop yield, variety, and quality. The latest agriculture robots developed and introduced, can be put to various applications such as seeding, scouting, weeding, application of fertilizers, harvesting, and irrigation.
The report provides in-depth insights into the various factors supporting the growing of the global agriculture robots market and those restraining its trajectory. It segments the market based on various parameters and covers the drivers and limitations affecting the market’s growth across all these segments. Using Porter’s five forces it gauges the bargaining power of buyers and suppliers, degree of competition prevailing in the market, and the prevailing threat from substitute and new entrants.
Global Agriculture Robots Market: Drivers and Restraints
A plethora of benefits offered by agriculture robots such as accuracy and precision, minimal requirement of human labor, faster task accomplishment, cost benefits, and fatigueless functioning will encourage their wider adoption across the global agricultural industry. The rising labor cost is creating substantial demand for automation in the agriculture sector. A few of the innovations expected to bolster adoption of agriculture robots in the long run are use of wireless sensors, driverless tractors, penetration of wearable and drones, proliferation of controls and systems driven robots, and the rising demand for the 3D printing technology in the agriculture sector.
Besides these, penetration of the Internet of Things (IoT) will pave way for the popularity of “smart farming”, which also promises considerable growth opportunities for the market. The rising focus on improving farm yield by leveraging the latest technologies based on satellite is another driver, which the market is expected to benefit from over the forecast period. Due to the fact that natural resources such as land, labor, and water are limited, adopting technology will emerge as the key of improving agricultural production to feed the increasing masses. Given the scenario, agribots are likely to play a vital role and are expected to be used across vital stages of agriculture cycle such as harvesting, watering, sowing, and seeding.
On the downside, agricultural robotics need extensive research in order make machines make logical sense of the complex biological environment. Therefore, challenges prevailing in terms of proper execution of machines without destroying the field or crops could limit the adoption of the technology.
Global Agriculture Robots Market: Regional Outlook
Regionally, the global agriculture robots market can be segmented into Europe, Asia Pacific, North America, and Rest of the World. The demand for agriculture robot is significant high in countries exhibiting high demand for advanced technologies. For instance, the market has found lucrative opportunities in Japan, Australia, Mexico, China, and Canada. In the forthcoming years, the market is expected to witness considerable growth as both Europe and Asia Pacific exhibit a high rate of uptake. However, the U.S. will continue ranking as the fastest growing market and thus exhibit the highest CAGR over the course of the report’s forecast period.
Global Agriculture Robots Market: Vendor Landscape
Some of the leading players operating in the global agriculture robots market are Autonomous Tractor Corporation, ISO Group, AGROBOT-Soluciones Robóticas Agrícolas SL, Blue River Technology, Inc., Autonomous Solution Inc., Agribotix LLC, Deere & Company, Energid Technologies Co., and Yamaha Corporation.
Enquiry For Discount @
https://www.tmrresearch.com/sample/sample?flag=D&rep_id=17
The study presents reliable qualitative and quantitative insights into:
Market segments and sub-segments
Market trends and dynamics
Supply and demand chain of the market
Market valuation (revenue and/or volume)
Key trends/opportunities/challenges
Forces defining present and estimated future state of the competitive landscape
Technological developments
Value chain and stakeholder analysis
The regional analysis covers:
North America
Latin America
Europe
Asia Pacific
Middle East and Africa
About TMR Research
TMR Research is a premier provider of customized market research and consulting services to business entities keen on succeeding in today’s supercharged economic climate. Armed with an experienced, dedicated, and dynamic team of analysts, we are redefining the way our clients’ conduct business by providing them with authoritative and trusted research studies in tune with the latest methodologies and market trends.
Our savvy custom-built reports span a gamut of industries such as pharmaceuticals, chemicals and metals, food and beverages, and technology and media, among others. With actionable insights uncovered through in-depth research of the market, we try to bring about game-changing success for our clients.
Contact:
TMR Research,
3739 Balboa St # 1097,
San Francisco, CA 94121
United States
Tel: +1-415-520-1050
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