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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.

Apllications 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.

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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

Comparative Analysis of the Adjacent Markets

Smart Agriculture Solutions Market:

Attributes Smart Agriculture Solutions Market
CAGR (2023 to 2033) 6.9%
Market Value 2023 US$ 14.48 billion
Growth Factor The industry has been more well-known in recent years as a result of the introduction of Artificial Intelligence
Future Opportunities Smart agriculture solution market should increase the usage of Internet of Things.
Market trends Consumers should be maintaining strict safety measures for protecting themselves from any accidents

Sensor Sensor Monitoring System Market:

Attributes Sensor Sensor Monitoring System Market
CAGR (2023 to 2033) 7.23%
Market Value 2023 US$ 12.44 billion
Growth Factor Considered an important component for home and building automation network.
Future Opportunities Introduction of wireless technology in smart cities.
Market trends Growth in demand for smart thermostats due to a rise in consumer interest.

Packaging Automation Market:

Attributes Packaging Automation Market
CAGR (2023 to 2033) 8.05%
Market Value 2023 US$ 3.4 billion
Growth Factor Expeditious expansion in online retail sector
Future Opportunities Growth in the financial and technical support is provided for the creation of automated laboratories
Market trends Huge expansion is found in the pharmaceutical sector for reconsidering the packaging market

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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.

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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List of Tables

Table 1: Global Market Value (US$ Million) Forecast by Region, 2018 to 2033

Table 2: Global Market Value (US$ Million) Forecast by Component Type, 2018 to 2033

Table 3: Global Market Value (US$ Million) Forecast by Application, 2018 to 2033

Table 4: North America Market Value (US$ Million) Forecast by Country, 2018 to 2033

Table 5: North America Market Value (US$ Million) Forecast by Component Type, 2018 to 2033

Table 6: North America Market Value (US$ Million) Forecast by Application, 2018 to 2033

Table 7: Latin America Market Value (US$ Million) Forecast by Country, 2018 to 2033

Table 8: Latin America Market Value (US$ Million) Forecast by Component Type, 2018 to 2033

Table 9: Latin America Market Value (US$ Million) Forecast by Application, 2018 to 2033

Table 10: Europe Market Value (US$ Million) Forecast by Country, 2018 to 2033

Table 11: Europe Market Value (US$ Million) Forecast by Component Type, 2018 to 2033

Table 12: Europe Market Value (US$ Million) Forecast by Application, 2018 to 2033

Table 13: South Asia Market Value (US$ Million) Forecast by Country, 2018 to 2033

Table 14: South Asia Market Value (US$ Million) Forecast by Component Type, 2018 to 2033

Table 15: South Asia Market Value (US$ Million) Forecast by Application, 2018 to 2033

Table 16: East Asia Market Value (US$ Million) Forecast by Country, 2018 to 2033

Table 17: East Asia Market Value (US$ Million) Forecast by Component Type, 2018 to 2033

Table 18: East Asia Market Value (US$ Million) Forecast by Application, 2018 to 2033

Table 19: Oceania Market Value (US$ Million) Forecast by Country, 2018 to 2033

Table 20: Oceania Market Value (US$ Million) Forecast by Component Type, 2018 to 2033

Table 21: Oceania Market Value (US$ Million) Forecast by Application, 2018 to 2033

Table 22: MEA Market Value (US$ Million) Forecast by Country, 2018 to 2033

Table 23: MEA Market Value (US$ Million) Forecast by Component Type, 2018 to 2033

Table 24: MEA Market Value (US$ Million) Forecast by Application, 2018 to 2033
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Principal Consultant

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List of Charts

Figure 1: Global Market Value (US$ Million) by Component Type, 2023 to 2033

Figure 2: Global Market Value (US$ Million) by Application, 2023 to 2033

Figure 3: Global Market Value (US$ Million) by Region, 2023 to 2033

Figure 4: Global Market Value (US$ Million) Analysis by Region, 2018 to 2033

Figure 5: Global Market Value Share (%) and BPS Analysis by Region, 2023 to 2033

Figure 6: Global Market Y-o-Y Growth (%) Projections by Region, 2023 to 2033

Figure 7: Global Market Value (US$ Million) Analysis by Component Type, 2018 to 2033

Figure 8: Global Market Value Share (%) and BPS Analysis by Component Type, 2023 to 2033

Figure 9: Global Market Y-o-Y Growth (%) Projections by Component Type, 2023 to 2033

Figure 10: Global Market Value (US$ Million) Analysis by Application, 2018 to 2033

Figure 11: Global Market Value Share (%) and BPS Analysis by Application, 2023 to 2033

Figure 12: Global Market Y-o-Y Growth (%) Projections by Application, 2023 to 2033

Figure 13: Global Market Attractiveness by Component Type, 2023 to 2033

Figure 14: Global Market Attractiveness by Application, 2023 to 2033

Figure 15: Global Market Attractiveness by Region, 2023 to 2033

Figure 16: North America Market Value (US$ Million) by Component Type, 2023 to 2033

Figure 17: North America Market Value (US$ Million) by Application, 2023 to 2033

Figure 18: North America Market Value (US$ Million) by Country, 2023 to 2033

Figure 19: North America Market Value (US$ Million) Analysis by Country, 2018 to 2033

Figure 20: North America Market Value Share (%) and BPS Analysis by Country, 2023 to 2033

Figure 21: North America Market Y-o-Y Growth (%) Projections by Country, 2023 to 2033

Figure 22: North America Market Value (US$ Million) Analysis by Component Type, 2018 to 2033

Figure 23: North America Market Value Share (%) and BPS Analysis by Component Type, 2023 to 2033

Figure 24: North America Market Y-o-Y Growth (%) Projections by Component Type, 2023 to 2033

Figure 25: North America Market Value (US$ Million) Analysis by Application, 2018 to 2033

Figure 26: North America Market Value Share (%) and BPS Analysis by Application, 2023 to 2033

Figure 27: North America Market Y-o-Y Growth (%) Projections by Application, 2023 to 2033

Figure 28: North America Market Attractiveness by Component Type, 2023 to 2033

Figure 29: North America Market Attractiveness by Application, 2023 to 2033

Figure 30: North America Market Attractiveness by Country, 2023 to 2033

Figure 31: Latin America Market Value (US$ Million) by Component Type, 2023 to 2033

Figure 32: Latin America Market Value (US$ Million) by Application, 2023 to 2033

Figure 33: Latin America Market Value (US$ Million) by Country, 2023 to 2033

Figure 34: Latin America Market Value (US$ Million) Analysis by Country, 2018 to 2033

Figure 35: Latin America Market Value Share (%) and BPS Analysis by Country, 2023 to 2033

Figure 36: Latin America Market Y-o-Y Growth (%) Projections by Country, 2023 to 2033

Figure 37: Latin America Market Value (US$ Million) Analysis by Component Type, 2018 to 2033

Figure 38: Latin America Market Value Share (%) and BPS Analysis by Component Type, 2023 to 2033

Figure 39: Latin America Market Y-o-Y Growth (%) Projections by Component Type, 2023 to 2033

Figure 40: Latin America Market Value (US$ Million) Analysis by Application, 2018 to 2033

Figure 41: Latin America Market Value Share (%) and BPS Analysis by Application, 2023 to 2033

Figure 42: Latin America Market Y-o-Y Growth (%) Projections by Application, 2023 to 2033

Figure 43: Latin America Market Attractiveness by Component Type, 2023 to 2033

Figure 44: Latin America Market Attractiveness by Application, 2023 to 2033

Figure 45: Latin America Market Attractiveness by Country, 2023 to 2033

Figure 46: Europe Market Value (US$ Million) by Component Type, 2023 to 2033

Figure 47: Europe Market Value (US$ Million) by Application, 2023 to 2033

Figure 48: Europe Market Value (US$ Million) by Country, 2023 to 2033

Figure 49: Europe Market Value (US$ Million) Analysis by Country, 2018 to 2033

Figure 50: Europe Market Value Share (%) and BPS Analysis by Country, 2023 to 2033

Figure 51: Europe Market Y-o-Y Growth (%) Projections by Country, 2023 to 2033

Figure 52: Europe Market Value (US$ Million) Analysis by Component Type, 2018 to 2033

Figure 53: Europe Market Value Share (%) and BPS Analysis by Component Type, 2023 to 2033

Figure 54: Europe Market Y-o-Y Growth (%) Projections by Component Type, 2023 to 2033

Figure 55: Europe Market Value (US$ Million) Analysis by Application, 2018 to 2033

Figure 56: Europe Market Value Share (%) and BPS Analysis by Application, 2023 to 2033

Figure 57: Europe Market Y-o-Y Growth (%) Projections by Application, 2023 to 2033

Figure 58: Europe Market Attractiveness by Component Type, 2023 to 2033

Figure 59: Europe Market Attractiveness by Application, 2023 to 2033

Figure 60: Europe Market Attractiveness by Country, 2023 to 2033

Figure 61: South Asia Market Value (US$ Million) by Component Type, 2023 to 2033

Figure 62: South Asia Market Value (US$ Million) by Application, 2023 to 2033

Figure 63: South Asia Market Value (US$ Million) by Country, 2023 to 2033

Figure 64: South Asia Market Value (US$ Million) Analysis by Country, 2018 to 2033

Figure 65: South Asia Market Value Share (%) and BPS Analysis by Country, 2023 to 2033

Figure 66: South Asia Market Y-o-Y Growth (%) Projections by Country, 2023 to 2033

Figure 67: South Asia Market Value (US$ Million) Analysis by Component Type, 2018 to 2033

Figure 68: South Asia Market Value Share (%) and BPS Analysis by Component Type, 2023 to 2033

Figure 69: South Asia Market Y-o-Y Growth (%) Projections by Component Type, 2023 to 2033

Figure 70: South Asia Market Value (US$ Million) Analysis by Application, 2018 to 2033

Figure 71: South Asia Market Value Share (%) and BPS Analysis by Application, 2023 to 2033

Figure 72: South Asia Market Y-o-Y Growth (%) Projections by Application, 2023 to 2033

Figure 73: South Asia Market Attractiveness by Component Type, 2023 to 2033

Figure 74: South Asia Market Attractiveness by Application, 2023 to 2033

Figure 75: South Asia Market Attractiveness by Country, 2023 to 2033

Figure 76: East Asia Market Value (US$ Million) by Component Type, 2023 to 2033

Figure 77: East Asia Market Value (US$ Million) by Application, 2023 to 2033

Figure 78: East Asia Market Value (US$ Million) by Country, 2023 to 2033

Figure 79: East Asia Market Value (US$ Million) Analysis by Country, 2018 to 2033

Figure 80: East Asia Market Value Share (%) and BPS Analysis by Country, 2023 to 2033

Figure 81: East Asia Market Y-o-Y Growth (%) Projections by Country, 2023 to 2033

Figure 82: East Asia Market Value (US$ Million) Analysis by Component Type, 2018 to 2033

Figure 83: East Asia Market Value Share (%) and BPS Analysis by Component Type, 2023 to 2033

Figure 84: East Asia Market Y-o-Y Growth (%) Projections by Component Type, 2023 to 2033

Figure 85: East Asia Market Value (US$ Million) Analysis by Application, 2018 to 2033

Figure 86: East Asia Market Value Share (%) and BPS Analysis by Application, 2023 to 2033

Figure 87: East Asia Market Y-o-Y Growth (%) Projections by Application, 2023 to 2033

Figure 88: East Asia Market Attractiveness by Component Type, 2023 to 2033

Figure 89: East Asia Market Attractiveness by Application, 2023 to 2033

Figure 90: East Asia Market Attractiveness by Country, 2023 to 2033

Figure 91: Oceania Market Value (US$ Million) by Component Type, 2023 to 2033

Figure 92: Oceania Market Value (US$ Million) by Application, 2023 to 2033

Figure 93: Oceania Market Value (US$ Million) by Country, 2023 to 2033

Figure 94: Oceania Market Value (US$ Million) Analysis by Country, 2018 to 2033

Figure 95: Oceania Market Value Share (%) and BPS Analysis by Country, 2023 to 2033

Figure 96: Oceania Market Y-o-Y Growth (%) Projections by Country, 2023 to 2033

Figure 97: Oceania Market Value (US$ Million) Analysis by Component Type, 2018 to 2033

Figure 98: Oceania Market Value Share (%) and BPS Analysis by Component Type, 2023 to 2033

Figure 99: Oceania Market Y-o-Y Growth (%) Projections by Component Type, 2023 to 2033

Figure 100: Oceania Market Value (US$ Million) Analysis by Application, 2018 to 2033

Figure 101: Oceania Market Value Share (%) and BPS Analysis by Application, 2023 to 2033

Figure 102: Oceania Market Y-o-Y Growth (%) Projections by Application, 2023 to 2033

Figure 103: Oceania Market Attractiveness by Component Type, 2023 to 2033

Figure 104: Oceania Market Attractiveness by Application, 2023 to 2033

Figure 105: Oceania Market Attractiveness by Country, 2023 to 2033

Figure 106: MEA Market Value (US$ Million) by Component Type, 2023 to 2033

Figure 107: MEA Market Value (US$ Million) by Application, 2023 to 2033

Figure 108: MEA Market Value (US$ Million) by Country, 2023 to 2033

Figure 109: MEA Market Value (US$ Million) Analysis by Country, 2018 to 2033

Figure 110: MEA Market Value Share (%) and BPS Analysis by Country, 2023 to 2033

Figure 111: MEA Market Y-o-Y Growth (%) Projections by Country, 2023 to 2033

Figure 112: MEA Market Value (US$ Million) Analysis by Component Type, 2018 to 2033

Figure 113: MEA Market Value Share (%) and BPS Analysis by Component Type, 2023 to 2033

Figure 114: MEA Market Y-o-Y Growth (%) Projections by Component Type, 2023 to 2033

Figure 115: MEA Market Value (US$ Million) Analysis by Application, 2018 to 2033

Figure 116: MEA Market Value Share (%) and BPS Analysis by Application, 2023 to 2033

Figure 117: MEA Market Y-o-Y Growth (%) Projections by Application, 2023 to 2033

Figure 118: MEA Market Attractiveness by Component Type, 2023 to 2033

Figure 119: MEA Market Attractiveness by Application, 2023 to 2033

Figure 120: MEA Market Attractiveness by Country, 2023 to 2033

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