Global Smart Agriculture Solution Market Snapshot (2023 to 2033)

The anticipated size of the global smart agriculture solution market in 2022 was US$ 13.75 billion and is estimated to be US$ 14.48 billion in 2023. Rise in demand for global smart agriculture solutions for the cultivators to realize the probable perks of growing plants inside the greenhouse, has led for the development of commercial greenhouses. Future Market Insights has mentioned in its reports that the smart agriculture solution market will expand at a CAGR of 6.9% between 2023 and 2033, totaling around US$ 28.31 billion by 2033.

Cultivators of the smart agriculture solution have shifted their purchasing pattern from the traditional lighting systems to LED lights as the LEDs can be readily combined into a controlled environment agriculture (CEA) setup. Considering that LED lights are costly, yet, they are considered to be an optimal option for indoor farming, in consideration of their durable benefits in terms of energy efficiency.

Important technologies that are driving the market demand are biometrics, GPS, etc so that the cultivators can undoubtedly obtain information regarding livestock within the absolute time. Infrastructural health sensors are in consideration for examining material conditions and vibrations in buildings, factories, bridges, etc that is twinned with an intelligent network, where infrastructural health sensors provide information for the maintenance of team within the actual-time. Agricultural robots are put into use nowadays as they help in automating farming processes, like maintenance of soil, weeding, fruit picking, harvesting, planting, and irrigation, etc

Farmers are progressively adopting smarter and more efferent agricultural technologies for delivering high-quality products to build a smarter agriculture market with sufficing quantities to sustain profits. New processes like mobile technicalities offers contemporary services and applications that are mainly used across the valuation of agriculture.

Applications like Machine-to-Machine (M2M) are introduced that are solely suited for the agricultural sector, empowering the farmers for monitoring facilities, that help in appraising the environmental impact on production, that is specifically managing livestock and crops, and keeping a record on tractors and other agricultural products.

Attributes Details
Projected Forecast Value (2022) US$ 13.75 billion
Projected Forecast Value (2023) US$ 14.48 billion
Projected Forecast Value (2033) US$ 28.31 billion
Growth rate 6.9% CAGR
Forecast period 2023 to 2033

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Smart Agriculture Solutions Market Historical Analysis (2018 To 2022) Vs. Forecast Outlook (2023 To 2033)

Global smart agriculture solutions market grew at a CAGR of 4.8% between 2018 and 2022. Growth forecasts remain optimistic, with the market predicted to exhibit a CAGR of 6.9% between 2023 and 2033.

Implementation of advanced technologies such as artificial intelligence (AI), machine learning (ML), and internet of things (IoT) in modern agriculture products will propel scope for expansion. In response to this, sales of smart agriculture solutions are expected to surpass US$ 13.2 billion in 2021.

Advent of agriculture 5.0 technologies in countries such as India, China, Australia, and Japan and introduction of digital agriculture platforms to aid precision farming will create lucrative growth opportunities for smart agriculture solution providers.

As per FMI, the global market registered year-on-year growth of 6.8% between 2020 and 2021. Medium-sized specific agriculture solution suppliers are creating and presenting answers for precision farming with the help of imaging drones and technologies. Higher integration of smart technology in agriculture will create a conducive environment for the growth of the market.

What are the Prominent Drivers that can be considered for the Smart Agriculture Solutions Market?

Introduction of Artificial Intelligence (AI) Integration in Smart Agriculture Solution

Adoption of modern technologies such as drones, GPS, sensor technology, and others would ensure lucrative revenues for agriculture businesses. AI integration in smart farming techniques provided beneficial inputs to farmers regarding the quantity of irrigation water required and improvement in overall crop quality.

Development in sensor-based and map-based variable rate technologies resulted in higher adoption of smart farming solutions as farmers aimed at reducing dependence on chemicals to improve crop yield.

With adoption of AI in agriculture, sales of smart agriculture solutions are expected to increase. This, in turn, will create growth opportunities for smart agriculture solution providers.

Adoption of Precision Farming and its Impact on Smart Agriculture Systems Sales

With increasing demand for organic food products and growing urbanization, need for precision farming has surged. In order to reduce the wastage of natural resources and improve the crop quality, farmers are adopting precision farming applications across the globe.

Technologies such as artificial intelligence (AI), machine learning, and data analytics is integrated to detect the climate change and harvest period, in order to improve the production efficiency.

Adoption of precision farming, especially across India, China, Australia, and Japan is fueling the demand for smart agriculture solutions. With the use of sensor-based variable rate technology, farmers can optimize and manage the farm digitally and improve the crop production.

With rising adoption of drones and AI-based farming technologies, advent of precision farming is expected to boost the market. Also, farmers are adopting technologies such as smart greenhouse to reduce the carbon footprints.

Smart greenhouses use technologies such as actuators, sensors, and climate-monitoring systems to optimize growth conditions. Governments across the globe are also favoring the adoption of smart greenhouses as it offers several health benefits by reducing the infestation and preventing the disease outbreaks.

Adoption of these technologies will fuel the growth in smart agriculture solution market.

Sudip Saha
Sudip Saha

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Region-wise Analysis

How will the Smart Agriculture Solutions Market Far in the United States?

Growth in Government Initiatives and Regulations will Tend to Boost the Demand

North America is considered to be one of the most lucrative markets for smart agriculture solutions with a market share of 27.7% whereas the United States is estimated to account for 16.9% of the market share.

Growth in government initiatives and regulations has occurred due to the enhancement that is brought in the agriculture industry is estimated to boost the market demand for smart agriculture solutions in the United States during the forecast period. Increase in concern for water conservation has brought the governments of the United States to ardently provide subsidies that will subsequently lead to the enhancement of the applications needed for smart irrigation.

How will the Smart Agriculture Solutions Market Bring a Contribution to the Growth in the Germany?

Introduction of Research and Development has Resulted to an Increase in Demand

Rising demand for Research and Development in Germany will act as a major growth driver. Reports say that, the Germany’s smart agriculture solutions market is anticipated to share a market value of 10.6%

Europe is estimated to be the dominant market for small agriculture solutions market with a market share of 21.8% in which Germany is projected to hold the largest share. Rising demand and productivity of the facilities led by Research and Development have led to an expansion in the market thus minimizing the farm numbers, growth in animal herd sizes, etc leading to increase in sales in Germany.

How will the United Kingdom Market See a Growth in Smart Agriculture Solutions Market?

Increase in Demand for Smart Agriculture Tools will Increase the Revenue

Rising demand for smart agriculture tools required in smart agriculture leads to an increase in demand for smart agriculture solutions market in United Kingdom where according to the reports United Kingdom is said to hold a market share of 6.1% during the forecast period.

Why is the Demand for Smart Agriculture Solutions Market Rising in India?

Precision Farming India is Leading to a Growth in Overall Sales of the Country

India is considered to hold one of the lucrative position as leading exporters in agricultural products worldwide with a hefty growth in the market sector of CAGR 6.5%

With over 58% of population’s livelihood dependent on agriculture, India ranks 5th in terms of agriculture production, consumption, and exporter, as per India Brand Equity Foundation.

As per Future Market Insights, India is identified as the key exporter and producer in smart agriculture solution market.

Robust expansion of agriculture sector and increasing demand for automation in precision farming are expected to create lucrative growth opportunities for smart agriculture solution providers in India.

India already is identified as global agriculture powerhouse. Thanks to globalization, adoption of precision farming and penetration of GPS and smartphones is expected to reshape the face of agriculture sector in India. Favourable government policies and advent of IT-tech start-up companies are expected to aid the growth in the market.

Farmers are increasing the adoption of aerial drones and sensor monitoring system to improve their crop productivity and reduce the crop damage and pest attack. These advancements are majorly witnessed in states such as Telengana, Maharashtra, and Madhya Pradesh.

Government in India is also adopting and providing climate information service and supply chain management services to alert the farmers regarding the harvesting and price forecasts in advance. Such advancements in agriculture sector is expected to boost the smart agriculture solution market in India.

What are the Factors Driving Sales in China in Smart Agriculture Solution Market?

Introduction of New Innovations in Smart Agriculture Solution Market is Driving the Sales

China is assumed to be the most attractive market in Asia Pacific during the forecast period. As per FMI, APEJ smart agriculture solution market is likely to register highest growth at over 7.3% CAGR during the forecasted period.

Being one of the most populated countries, crop production in China is extra-ordinary. Advent of smallholder farmers and local smart agriculture solution providers has spurred the expansion of agriculture sector in China.

According to the Government in China, adoption of smart and modern technology to increase the crop production and improve the yield quality is expected to burgeon. Technological methods such as smart drones with GPS and sensor based technology are being adopted to liberate man power and enhance production efficiency.

Further, presence of leading players such as Pinduoduo, XAG Agriculture company, and other are favoring the growth in the market. Favorable policies and investment by leading agricultural high-tech companies are accelerating the sales in smart agriculture solution market.

Why is the Demand for Smart Agriculture Solution Increasing in Australia?

Adoptive Measures taken are Rising the Demand in Automation of Agricultural Sector

As per FMI, Australia is among the top 4 exporters of smart agriculture solutions across the globe. Growth in the country is driven by increasing adoption of automation in agriculture sector in Australia with a market share of 3.8%

Increasing crop production and technological advancements in the agriculture sector are improving the growth in the Australia smart agriculture solution market.

Advent of precision farming in the country and availability of natural resources are flourishing agriculture industry, accelerating sales of smart agriculture solutions. On the back such technological advancements, Australia is expected to emerge as one of the most lucrative smart agriculture solution market.

How will Japan Raise the Overall Market of Smart Agriculture Solutions Market?

Increase in Technological Advancements is Raising the Overall Market Share

Japan is one of the developed countries that is considered to introduce smart agricultural solutions by introducing drones and robotics, and by adopting various way of cutting-edge digital technologies. Japan is considered to hold a market share of 5.3%.

Science, technology, and innovation are considered to play majorly by raising the crucial role in sustainable and rapid developments in agriculture all across the globe. Information and communication technology-based smart agricultural solutions have provided a roadmap for countries to uplift their digital agriculture

Category-wise Insights

Which Component Type is Said to Hold the Maximum Share in the Market?

Presence Sensing Safety Sensors Segment Holds the Maximum Share in the Market

Presence Sensing Safety Sensors Segment is considered to hold a major share in the market with a market value of 52.3%

Demand of this segment is high as it helps in protecting the workers and production units from arousal of any accidents occurring in the smart agricultural solutions market.

Which Application Type is Most Commonly Used?

Automated Machinery Guidance Control is Considerably Boost the Smart Agriculture Solutions Market

Automated Machinery Guidance Control is said to hold a market share of 28.1%.

Demand for automated machinery guidance control has boosted as this sector is mainly influenced by the need of expeditious production and the improvement of quality of crop content in smart agriculture.

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Competitive Landscape

Some of the prominent players in the global market are:

  • Dirt Road Data Inc.
  • Iteris Inc.
  • CropMetrics LLC
  • Agribotix LLC
  • AgriSight Inc.
  • SemiosBio Technologies Inc.
  • Granular Inc.
  • Trimble Navigation Ltd.
  • Site-Specific Technology Development Group Inc.
  • AgJunction LLC
  • John Deere
  • Trimble
  • TopCon Positioning Systems
  • DeLaval
  • AKVA
  • Antelliq
  • Afimilk
  • InnovaSea Systems
  • Heliospectra
  • LumiGrow

Some of the important developments of the key players in the market are:

  • In February 2023, LumiGrow has announced the worldwide release of the Pro Series E, a horticultural lighting product line that combines optimized spectrum LED technology with cloud-based wireless control. Each Pro Series E fixture comes with a wireless control module included, so you can get up and running with the most modern lighting controls quickly and easily. You can manage your lights from any phone, tablet, or computer via the SmartPAR Wireless Control System.
  • In March 2023, HERE Technologies, the world’s leading location data and technology platform, and Iteris, Inc. (NASDAQ: ITI), the world’s trusted technology ecosystem for smart mobility infrastructure management, today announced a multi-year agreement to integrate a broader suite of location-based services and user capabilities from HERE Technologies into Iteris’ ClearMobility® Platform, including HERE Traffic Products, HERE Maps and HERE platform services.

Report Scope

Report Attribute Details
Growth Rate CAGR of 6.9% from 2023 to 2033
Market value in 2023 US$ 14.48 billion
Market value in 2033 US$ 28.31 billion
Base Year for Estimation 2022
Historical Data 2018 to 2022
Forecast Period 2023 to 2033
Quantitative Units US$ billion for Value and CAGR from 2023 to 2033
Report Coverage Revenue Forecast, Company Ranking, Competitive Landscape, Growth Factors, Trends, and Pricing Analysis
Segments Covered
  • By Country
  • By Component
  • By Application
Regions Covered
  • North America
  • Latin America
  • Europe
  • Asia Pacific
  • Middle East and Africa
Key Countries Profiled
  • United States
  • Canada
  • Brazil
  • Mexico
  • Rest of Latin America
  • Germany
  • United Kingdom
  • France
  • Spain
  • Italy
  • Rest of Europe
  • China
  • Japan
  • South Korea
  • Singapore
  • Thailand
  • Indonesia
  • Australia
  • New Zealand
  • Rest of Asia Pacific
  • GCC countries
  • South Africa
  • Israel
  • Rest of MEA
Key Companies Profiled
  • Dirt Road Data Inc.
  • Iteris Inc.
  • CropMetrics LLC
  • Agribotix LLC
  • AgriSight Inc.
  • SemiosBio Technologies Inc.
  • Granular Inc.
  • Trimble Navigation Ltd.
  • Site-Specific Technology Development Group Inc.
  • AgJunction LLC
  • John Deere
  • Trimble
  • TopCon Positioning Systems
  • DeLaval
  • AKVA
  • Antelliq
  • Afimilk
  • InnovaSea Systems
  • Heliospectra
  • LumiGrow
Customisation Scope Available on Request

Key Segments Covered in Smart Agriculture Solution Market

By Component Type:

  • Hardware
    • Sensor Monitoring System
    • Smart Detection System
    • GPS Enabled Ranging System
    • Drones
  • Software
  • Services
    • Climate Information Service
    • Supply Chain Management Service
    • Others (System Integration, Maintenance and Consulting Service)

By Application:

  • Automated Machinery Guidance Control
  • Tractor Collision and Obstacle Detection
  • Machinery Safety and Parameter Monitoring
  • Variable Rate Technology
  • Building and Premises Surveillance

By Region:

  • North America
  • Latin America
  • Western Europe
  • Eastern Europe
  • Asia Pacific excluding Japan (APEJ)
  • Middle East & Africa
  • Japan

Frequently Asked Questions

How Big is the Smart Agriculture Solution Market in 2023?

The market is valued at US$ 14.48 billion by the end of 2023.

Who are the Leading Smart Agriculture Solution Industry Players?

Dirt Road Data Inc., Iteris Inc. and CropMetrics LLC are the leading players.

Which is the Key Segment by Component Type in the Smart Agriculture Solution Market?

The presence sensing safety sensors segment is expected to lead the market.

What is the Smart Agriculture Solution Market’s Historical Performance?

From 2018 to 2022, the smart agriculture solution market registered a 4.8% CAGR.

What is China’s Smart Agriculture Solution Market CAGR through 2033?

China’s smart agriculture solution to surge at a CAGR of 7.3% CAGR until 2033.

Table of Content
1. Executive Summary
    1.1. Global Market Outlook
    1.2. Demand-side Trends
    1.3. Supply-side Trends
    1.4. Technology Roadmap Analysis
    1.5. Analysis and Recommendations
2. Market Overview
    2.1. Market Coverage / Taxonomy
    2.2. Market Definition / Scope / Limitations
3. Market Background
    3.1. Market Dynamics
        3.1.1. Drivers
        3.1.2. Restraints
        3.1.3. Opportunity
        3.1.4. Trends
    3.2. Scenario Forecast
        3.2.1. Demand in Optimistic Scenario
        3.2.2. Demand in Likely Scenario
        3.2.3. Demand in Conservative Scenario
    3.3. Opportunity Map Analysis
    3.4. Investment Feasibility Matrix
    3.5. PESTLE and Porter’s Analysis
    3.6. Regulatory Landscape
        3.6.1. By Key Regions
        3.6.2. By Key Countries
    3.7. Regional Parent Market Outlook
4. Global Market Analysis 2018 to 2022 and Forecast, 2023 to 2033
    4.1. Historical Market Size Value (US$ Million) Analysis, 2018 to 2022
    4.2. Current and Future Market Size Value (US$ Million) Projections, 2023 to 2033
        4.2.1. Y-o-Y Growth Trend Analysis
        4.2.2. Absolute $ Opportunity Analysis
5. Global Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Component Type
    5.1. Introduction / Key Findings
    5.2. Historical Market Size Value (US$ Million) Analysis By Component Type, 2018 to 2022
    5.3. Current and Future Market Size Value (US$ Million) Analysis and Forecast By Component Type, 2023 to 2033
        5.3.1. Hardware
            5.3.1.1. Sensor Monitoring System
            5.3.1.2. Smart Detection System
            5.3.1.3. GPS Enabled Ranging System
            5.3.1.4. Drones
        5.3.2. Software
        5.3.3. Services
            5.3.3.1. Climate Information Service
            5.3.3.2. Supply Chain Management Service
            5.3.3.3. Others
    5.4. Y-o-Y Growth Trend Analysis By Component Type, 2018 to 2022
    5.5. Absolute $ Opportunity Analysis By Component Type, 2023 to 2033
6. Global Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Application
    6.1. Introduction / Key Findings
    6.2. Historical Market Size Value (US$ Million) Analysis By Application, 2018 to 2022
    6.3. Current and Future Market Size Value (US$ Million) Analysis and Forecast By Application, 2023 to 2033
        6.3.1. Automated Machinery Guidance Control
        6.3.2. Tractor Collision and Obstacle Detection
        6.3.3. Machinery Safety and Parameter Monitoring
        6.3.4. Variable Rate Technology
        6.3.5. Building and Premises Surveillance
    6.4. Y-o-Y Growth Trend Analysis By Application, 2018 to 2022
    6.5. Absolute $ Opportunity Analysis By Application, 2023 to 2033
7. Global Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Region
    7.1. Introduction
    7.2. Historical Market Size Value (US$ Million) Analysis By Region, 2018 to 2022
    7.3. Current Market Size Value (US$ Million) Analysis and Forecast By Region, 2023 to 2033
        7.3.1. North America
        7.3.2. Latin America
        7.3.3. Europe
        7.3.4. South Asia
        7.3.5. East Asia
        7.3.6. Oceania
        7.3.7. MEA
    7.4. Market Attractiveness Analysis By Region
8. North America Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country
    8.1. Historical Market Size Value (US$ Million) Trend Analysis By Market Taxonomy, 2018 to 2022
    8.2. Market Size Value (US$ Million) Forecast By Market Taxonomy, 2023 to 2033
        8.2.1. By Country
            8.2.1.1. USA
            8.2.1.2. Canada
        8.2.2. By Component Type
        8.2.3. By Application
    8.3. Market Attractiveness Analysis
        8.3.1. By Country
        8.3.2. By Component Type
        8.3.3. By Application
    8.4. Key Takeaways
9. Latin America Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country
    9.1. Historical Market Size Value (US$ Million) Trend Analysis By Market Taxonomy, 2018 to 2022
    9.2. Market Size Value (US$ Million) Forecast By Market Taxonomy, 2023 to 2033
        9.2.1. By Country
            9.2.1.1. Brazil
            9.2.1.2. Mexico
            9.2.1.3. Rest of Latin America
        9.2.2. By Component Type
        9.2.3. By Application
    9.3. Market Attractiveness Analysis
        9.3.1. By Country
        9.3.2. By Component Type
        9.3.3. By Application
    9.4. Key Takeaways
10. Europe Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country
    10.1. Historical Market Size Value (US$ Million) Trend Analysis By Market Taxonomy, 2018 to 2022
    10.2. Market Size Value (US$ Million) Forecast By Market Taxonomy, 2023 to 2033
        10.2.1. By Country
            10.2.1.1. Germany
            10.2.1.2. UK
            10.2.1.3. France
            10.2.1.4. Spain
            10.2.1.5. Italy
            10.2.1.6. Rest of Europe
        10.2.2. By Component Type
        10.2.3. By Application
    10.3. Market Attractiveness Analysis
        10.3.1. By Country
        10.3.2. By Component Type
        10.3.3. By Application
    10.4. Key Takeaways
11. South Asia Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country
    11.1. Historical Market Size Value (US$ Million) Trend Analysis By Market Taxonomy, 2018 to 2022
    11.2. Market Size Value (US$ Million) Forecast By Market Taxonomy, 2023 to 2033
        11.2.1. By Country
            11.2.1.1. India
            11.2.1.2. Malaysia
            11.2.1.3. Singapore
            11.2.1.4. Thailand
            11.2.1.5. Rest of South Asia
        11.2.2. By Component Type
        11.2.3. By Application
    11.3. Market Attractiveness Analysis
        11.3.1. By Country
        11.3.2. By Component Type
        11.3.3. By Application
    11.4. Key Takeaways
12. East Asia Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country
    12.1. Historical Market Size Value (US$ Million) Trend Analysis By Market Taxonomy, 2018 to 2022
    12.2. Market Size Value (US$ Million) Forecast By Market Taxonomy, 2023 to 2033
        12.2.1. By Country
            12.2.1.1. China
            12.2.1.2. Japan
            12.2.1.3. South Korea
        12.2.2. By Component Type
        12.2.3. By Application
    12.3. Market Attractiveness Analysis
        12.3.1. By Country
        12.3.2. By Component Type
        12.3.3. By Application
    12.4. Key Takeaways
13. Oceania Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country
    13.1. Historical Market Size Value (US$ Million) Trend Analysis By Market Taxonomy, 2018 to 2022
    13.2. Market Size Value (US$ Million) Forecast By Market Taxonomy, 2023 to 2033
        13.2.1. By Country
            13.2.1.1. Australia
            13.2.1.2. New Zealand
        13.2.2. By Component Type
        13.2.3. By Application
    13.3. Market Attractiveness Analysis
        13.3.1. By Country
        13.3.2. By Component Type
        13.3.3. By Application
    13.4. Key Takeaways
14. MEA Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country
    14.1. Historical Market Size Value (US$ Million) Trend Analysis By Market Taxonomy, 2018 to 2022
    14.2. Market Size Value (US$ Million) Forecast By Market Taxonomy, 2023 to 2033
        14.2.1. By Country
            14.2.1.1. GCC Countries
            14.2.1.2. South Africa
            14.2.1.3. Israel
            14.2.1.4. Rest of MEA
        14.2.2. By Component Type
        14.2.3. By Application
    14.3. Market Attractiveness Analysis
        14.3.1. By Country
        14.3.2. By Component Type
        14.3.3. By Application
    14.4. Key Takeaways
15. Key Countries Market Analysis
    15.1. USA
        15.1.1. Pricing Analysis
        15.1.2. Market Share Analysis, 2022
            15.1.2.1. By Component Type
            15.1.2.2. By Application
    15.2. Canada
        15.2.1. Pricing Analysis
        15.2.2. Market Share Analysis, 2022
            15.2.2.1. By Component Type
            15.2.2.2. By Application
    15.3. Brazil
        15.3.1. Pricing Analysis
        15.3.2. Market Share Analysis, 2022
            15.3.2.1. By Component Type
            15.3.2.2. By Application
    15.4. Mexico
        15.4.1. Pricing Analysis
        15.4.2. Market Share Analysis, 2022
            15.4.2.1. By Component Type
            15.4.2.2. By Application
    15.5. Germany
        15.5.1. Pricing Analysis
        15.5.2. Market Share Analysis, 2022
            15.5.2.1. By Component Type
            15.5.2.2. By Application
    15.6. UK
        15.6.1. Pricing Analysis
        15.6.2. Market Share Analysis, 2022
            15.6.2.1. By Component Type
            15.6.2.2. By Application
    15.7. France
        15.7.1. Pricing Analysis
        15.7.2. Market Share Analysis, 2022
            15.7.2.1. By Component Type
            15.7.2.2. By Application
    15.8. Spain
        15.8.1. Pricing Analysis
        15.8.2. Market Share Analysis, 2022
            15.8.2.1. By Component Type
            15.8.2.2. By Application
    15.9. Italy
        15.9.1. Pricing Analysis
        15.9.2. Market Share Analysis, 2022
            15.9.2.1. By Component Type
            15.9.2.2. By Application
    15.10. India
        15.10.1. Pricing Analysis
        15.10.2. Market Share Analysis, 2022
            15.10.2.1. By Component Type
            15.10.2.2. By Application
    15.11. Malaysia
        15.11.1. Pricing Analysis
        15.11.2. Market Share Analysis, 2022
            15.11.2.1. By Component Type
            15.11.2.2. By Application
    15.12. Singapore
        15.12.1. Pricing Analysis
        15.12.2. Market Share Analysis, 2022
            15.12.2.1. By Component Type
            15.12.2.2. By Application
    15.13. Thailand
        15.13.1. Pricing Analysis
        15.13.2. Market Share Analysis, 2022
            15.13.2.1. By Component Type
            15.13.2.2. By Application
    15.14. China
        15.14.1. Pricing Analysis
        15.14.2. Market Share Analysis, 2022
            15.14.2.1. By Component Type
            15.14.2.2. By Application
    15.15. Japan
        15.15.1. Pricing Analysis
        15.15.2. Market Share Analysis, 2022
            15.15.2.1. By Component Type
            15.15.2.2. By Application
    15.16. South Korea
        15.16.1. Pricing Analysis
        15.16.2. Market Share Analysis, 2022
            15.16.2.1. By Component Type
            15.16.2.2. By Application
    15.17. Australia
        15.17.1. Pricing Analysis
        15.17.2. Market Share Analysis, 2022
            15.17.2.1. By Component Type
            15.17.2.2. By Application
    15.18. New Zealand
        15.18.1. Pricing Analysis
        15.18.2. Market Share Analysis, 2022
            15.18.2.1. By Component Type
            15.18.2.2. By Application
    15.19. GCC Countries
        15.19.1. Pricing Analysis
        15.19.2. Market Share Analysis, 2022
            15.19.2.1. By Component Type
            15.19.2.2. By Application
    15.20. South Africa
        15.20.1. Pricing Analysis
        15.20.2. Market Share Analysis, 2022
            15.20.2.1. By Component Type
            15.20.2.2. By Application
    15.21. Israel
        15.21.1. Pricing Analysis
        15.21.2. Market Share Analysis, 2022
            15.21.2.1. By Component Type
            15.21.2.2. By Application
16. Market Structure Analysis
    16.1. Competition Dashboard
    16.2. Competition Benchmarking
    16.3. Market Share Analysis of Top Players
        16.3.1. By Regional
        16.3.2. By Component Type
        16.3.3. By Application
17. Competition Analysis
    17.1. Competition Deep Dive
        17.1.1. Dirt Road Data Inc.
            17.1.1.1. Overview
            17.1.1.2. Product Portfolio
            17.1.1.3. Profitability by Market Segments
            17.1.1.4. Sales Footprint
            17.1.1.5. Strategy Overview
                17.1.1.5.1. Marketing Strategy
        17.1.2. Iteris Inc.
            17.1.2.1. Overview
            17.1.2.2. Product Portfolio
            17.1.2.3. Profitability by Market Segments
            17.1.2.4. Sales Footprint
            17.1.2.5. Strategy Overview
                17.1.2.5.1. Marketing Strategy
        17.1.3. CropMetrics LLC
            17.1.3.1. Overview
            17.1.3.2. Product Portfolio
            17.1.3.3. Profitability by Market Segments
            17.1.3.4. Sales Footprint
            17.1.3.5. Strategy Overview
                17.1.3.5.1. Marketing Strategy
        17.1.4. Agribotix LLC
            17.1.4.1. Overview
            17.1.4.2. Product Portfolio
            17.1.4.3. Profitability by Market Segments
            17.1.4.4. Sales Footprint
            17.1.4.5. Strategy Overview
                17.1.4.5.1. Marketing Strategy
        17.1.5. AgriSight Inc.
            17.1.5.1. Overview
            17.1.5.2. Product Portfolio
            17.1.5.3. Profitability by Market Segments
            17.1.5.4. Sales Footprint
            17.1.5.5. Strategy Overview
                17.1.5.5.1. Marketing Strategy
        17.1.6. SemiosBio Technologies Inc.
            17.1.6.1. Overview
            17.1.6.2. Product Portfolio
            17.1.6.3. Profitability by Market Segments
            17.1.6.4. Sales Footprint
            17.1.6.5. Strategy Overview
                17.1.6.5.1. Marketing Strategy
        17.1.7. Granular Inc.
            17.1.7.1. Overview
            17.1.7.2. Product Portfolio
            17.1.7.3. Profitability by Market Segments
            17.1.7.4. Sales Footprint
            17.1.7.5. Strategy Overview
                17.1.7.5.1. Marketing Strategy
        17.1.8. Trimble Navigation Ltd.
            17.1.8.1. Overview
            17.1.8.2. Product Portfolio
            17.1.8.3. Profitability by Market Segments
            17.1.8.4. Sales Footprint
            17.1.8.5. Strategy Overview
                17.1.8.5.1. Marketing Strategy
        17.1.9. Site-Specific Technology Development Group Inc.
            17.1.9.1. Overview
            17.1.9.2. Product Portfolio
            17.1.9.3. Profitability by Market Segments
            17.1.9.4. Sales Footprint
            17.1.9.5. Strategy Overview
                17.1.9.5.1. Marketing Strategy
        17.1.10. AgJunction LLC
            17.1.10.1. Overview
            17.1.10.2. Product Portfolio
            17.1.10.3. Profitability by Market Segments
            17.1.10.4. Sales Footprint
            17.1.10.5. Strategy Overview
                17.1.10.5.1. Marketing Strategy
        17.1.11. John Deere
            17.1.11.1. Overview
            17.1.11.2. Product Portfolio
            17.1.11.3. Profitability by Market Segments
            17.1.11.4. Sales Footprint
            17.1.11.5. Strategy Overview
                17.1.11.5.1. Marketing Strategy
        17.1.12. Trimble
            17.1.12.1. Overview
            17.1.12.2. Product Portfolio
            17.1.12.3. Profitability by Market Segments
            17.1.12.4. Sales Footprint
            17.1.12.5. Strategy Overview
                17.1.12.5.1. Marketing Strategy
        17.1.13. TopCon Positioning Systems
            17.1.13.1. Overview
            17.1.13.2. Product Portfolio
            17.1.13.3. Profitability by Market Segments
            17.1.13.4. Sales Footprint
            17.1.13.5. Strategy Overview
                17.1.13.5.1. Marketing Strategy
        17.1.14. DeLaval
            17.1.14.1. Overview
            17.1.14.2. Product Portfolio
            17.1.14.3. Profitability by Market Segments
            17.1.14.4. Sales Footprint
            17.1.14.5. Strategy Overview
                17.1.14.5.1. Marketing Strategy
        17.1.15. AKVA
            17.1.15.1. Overview
            17.1.15.2. Product Portfolio
            17.1.15.3. Profitability by Market Segments
            17.1.15.4. Sales Footprint
            17.1.15.5. Strategy Overview
                17.1.15.5.1. Marketing Strategy
        17.1.16. Antelliq
            17.1.16.1. Overview
            17.1.16.2. Product Portfolio
            17.1.16.3. Profitability by Market Segments
            17.1.16.4. Sales Footprint
            17.1.16.5. Strategy Overview
                17.1.16.5.1. Marketing Strategy
        17.1.17. Afimilk
            17.1.17.1. Overview
            17.1.17.2. Product Portfolio
            17.1.17.3. Profitability by Market Segments
            17.1.17.4. Sales Footprint
            17.1.17.5. Strategy Overview
                17.1.17.5.1. Marketing Strategy
        17.1.18. InnovaSea Systems
            17.1.18.1. Overview
            17.1.18.2. Product Portfolio
            17.1.18.3. Profitability by Market Segments
            17.1.18.4. Sales Footprint
            17.1.18.5. Strategy Overview
                17.1.18.5.1. Marketing Strategy
        17.1.19. Heliospectra
            17.1.19.1. Overview
            17.1.19.2. Product Portfolio
            17.1.19.3. Profitability by Market Segments
            17.1.19.4. Sales Footprint
            17.1.19.5. Strategy Overview
                17.1.19.5.1. Marketing Strategy
        17.1.20. LumiGrow
            17.1.20.1. Overview
            17.1.20.2. Product Portfolio
            17.1.20.3. Profitability by Market Segments
            17.1.20.4. Sales Footprint
            17.1.20.5. Strategy Overview
                17.1.20.5.1. Marketing Strategy
18. Assumptions & Acronyms Used
19. Research Methodology
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