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Smart Agriculture Market

Smart Agriculture Market (Component: Hardware, Software, and Services; and Type: Precision Farming, Livestock Monitoring, Precision Aquaculture, Smart Greenhouse, and Others [Soil Monitoring and Smart Irrigation]) - Global Industry Analysis, Size, Share, Growth, Trends, and Forecast, 2021-2031

Smart Agriculture Market Outlook 2031

  • The global smart agriculture market was valued at US$ 10.02 Bn in 2020
  • It is estimated to expand at a CAGR of 13.30% from 2021 to 2031
  • The global smart agriculture market is expected to exceed the value of US$ 39.02 Bn by the end of 2031

Analysts’ Viewpoint on Smart Agriculture Market Scenario

Companies in the smart agriculture market are taking advantage of government stimulus packages and schemes from the BFSI sector to stay financially afloat amid ongoing COVID-19 crisis. However, lack of connected devices used in the agriculture sector and fragmented nature of the agriculture industry in India is inhibiting market growth. Hence, market stakeholders should form focus groups and provide training to farmers to minimize the technology gap in the agriculture community whilst increasing communication between developers and farmers. In addition, rising adoption of the IoT technology in the agricultural sector helps to improve the responsive ability of farmers to any significant change in weather, humidity, and air efficiency.

Leading-edge Smart Agriculture Systems Fueling Market Growth

Companies operating in smart agriculture are innovating in next-gen manure cleaning systems with robotic technology, designed to improve cow comfort. These smart systems also help to improve their hoof condition without the need for water, thus saving water resources. Smartphone companies are entering into collaboration agreements to deploy new smart agriculture as a service solution using the sensor technology for increasing the productivity of Indian farmers.

Key players in the smart agriculture market are launching new precision agriculture apps that help collect accurate data regardless of the machine type or width of the equipment.

Awareness about Food Safety Gaining Attention of Stakeholders amid COVID-19 Outbreak

Smart agriculture market players have been working at breakneck speeds to meet the unprecedented need for high-quality food products during the ongoing COVID-19 outbreak. The increasing awareness about food safety standards has brought participants in the smart agriculture market under great scrutiny for contactless equipment management and other practices.

Poor market sentiments are affecting the growth of the global smart agriculture market. Nevertheless, market stakeholders are conducting data-driven research before investing in new technologies. They are mapping revenue opportunities in India, since the agriculture industry is flourishing at a favorable rate. Import and export of smart agriculture systems is projected to rise, owing to increase in shipment and demand trends.

Influx of AI Helps Bridge Technology Gap for Farmers

Since the market is expected to advance at a striking CAGR during the assessment period, smart agriculture holds promising potentials to help farmers earn more revenue. Potential farmers are showing great interest to pay extra money for the adoption of advanced technologies, provided they can improve efficiency and productivity. Advancements in software and hardware technologies are creating a significant change in the agricultural landscape. The proliferation of digital data, smart sensors, robotic automation, and various innovative techniques is helping farmers to adopt smart agriculture technique.

The growing acceptance for advanced technologies such as cloud and artificial intelligence (AI) in agriculture is facilitating real-time assistance to farmers. Such trends are expected to propel the smart agriculture market during the forecast period. However, lack of connected devices used in the agriculture sector creates disruptions in communication between the developer and the farmer. The fragmented agriculture sector negatively impacts the growth of the smart agriculture market. Hence, tech giants should increase focus groups and provide training to farmers in order to help them adopt smart agriculture systems in large numbers.

IoT Technology Increases Availability of Organic Food Products

The burgeoning growth in use of the Internet of Things (IoT) technology in the farming industry helps farmers to monitor product development by enabling real-time assistance using IoT applications. The use of IoT applications in traditional agriculture methods helps to reduce time and cost involved to ensure the availability of farming resources such as land, water, and energy, whilst helping farmers to focus on delivering quality food to customers.

The implementation of IoT-based devices in the agricultural sector also eliminates the use of pesticides and fertilizers in precision farming techniques, which further improves the health of crops or soil to deliver organic food to various end users.

Smart Agriculture Market in Asia Pacific and Europe to Register Prolific Growth

The smart agriculture market in Asia Pacific is likely to expand at the highest CAGR during the forecast period, owing to increasing investments by governments to allow use of automation in the agriculture sector. This is being achieved through technology innovations in different countries such as India, China, and Japan in order to improve agriculture productivity. Hence, the demand for smart agriculture is expected to grow in the region in the upcoming decade.

The smart agriculture market in Europe is anticipated to be driven by increasing demand for automation products and advanced equipment, which is helping farmers to earn significant profit from the agriculture sector.

Smart Agriculture Market: Overview

  • The latest research report published by Transparency Market Research pertains to the global smart agriculture market for the historical period 2016–2020, and the forecast period 2021-2031. Growing adoption of advanced technology in the agriculture sector in various untapped markets is projected to boost the smart agriculture market during the forecast period.
  • Increase in adoption of smart vehicles equipped with sensors, computer vision, and the GPS technology in the agriculture sector helps to improve the efficiency of land and creates huge demand for self-driving vehicles in agriculture. This factor is estimated to boost the smart agriculture market.
  • Rise in penetration of automatic hardware and software solutions in the agriculture sector helps to improve the operational efficiency and productivity of farms, which is anticipated to drive the smart agriculture market

Rising Adoption of IoT Application in Agriculture: Key Driver of Smart Agriculture Market

  • Rise in penetration of the Internet of Things (IoT) technology in the farming industry helps farmers to monitor product development by providing real-time assistance using IoT applications
  • Use of IoT applications in traditional agriculture methods helps to reduce time and cost involved in various farming resources such as water, energy, and land, and focus on delivering quality food to customers
  • Implementation of IoT-based devices in the agricultural sector also eliminates the use of pesticides and fertilizers using precision farming techniques, which further improves the health of crops or soil to deliver organic food to various end users
  • High adoption of the IoT technology in the agricultural sector helps to improve the responsive ability of farmers to any significant change in weather, humidity, and air efficiency, and also drives automation in traditional farming processes using various data analytics, visualization, and management systems & solutions
  • Implementation of IoT technology in agriculture boosts the productivity of farms and also reduces the carbon footprint by preserving energy and water resources using advance sustainable technology
  • Rise in penetration of Internet in agriculture industry helps to keep farmers updated about the use of information and communication (ICT) technologies to optimize the returns and ensure the preservation of resources in variable climatic conditions
  • For instance, in March 2021, John Deere, a prominent player of the smart agriculture market entered into partnership with Solorrow, and launched a new site-specific app to introduce variable application maps to perform various fertilizing and other field operations.

Integration of Smartphones

  • Increase in use of smartphones in the agriculture sector helps to improve the adoption of various software and hardware applications in the farming industry. This factor helps to generate demand for smartphones in the agriculture sector.
  • Rise in penetration of telecom operators in the agriculture sector helps to increase the number of smartphone users to build comprehensive connections between various users to provide value added services to potential customers. This helps to generate further revenue growth in the smart agriculture market.
  • Use of smartphones in the agriculture sector helps to provide real-time information about crops and machinery to the user irrespective of the physical presence of the farmer
  • Thus, adoption of smartphones in the agriculture sector is likely to boost the demand for smart agriculture during the forecast period

Smart Agriculture Market: Competition Landscape

  • Detailed profiles of providers of smart agriculture have been provided in the market report to evaluate their financials, key product offerings, recent developments, and strategies
  • Key players operating in the global smart agriculture market are
    • Deere & Company
    • AGCO Corporation
    • InnovaSea Systems
    • Trimble, Inc.
    • Huawei Technologies Co., Ltd.
    • Topcon Positioning Systems
    • Semiosbio Technologies Inc.
    • Afimilk Ltd
    • Aker Technologies
    • Antelliq
    • Cisco Systems, Inc.

Smart Agriculture Market: Key Developments

  • Key players in the smart agriculture market, such as Deere & Company, AGCO Corporation, InnovaSea Systems, Trimble, Inc., Huawei Technologies Co., Ltd., Semiosbio Technologies Inc., Aker Technologies, Antelliq, and Cisco Systems, Inc. are focusing on adopting alternate distribution channels such as online sales to further strengthen their market presence globally
  • Additionally, players active in the market are focusing on inorganic growth strategies such as strategic collaborations and merger and acquisition activities with technology partners to improve their offerings and market reach. Some other key developments in the global smart agriculture market are highlighted below:
    • In March 2021, DeLaval introduced a manure cleaning system - robot collector RC550 and RC700, designed to improve cow comfort and especially hoof condition without using water, which further helps to save water
    • In December 2020, Nokia and Vodafone India Foundation announced the new deployed smart agriculture as a service solution using various sensors for improving the productivity of Indian farmers
    • In November 2020, John Deere, a key player of the smart agriculture market launched a new precision ag application AutoPath that helps to collect precise data regardless of machine type or width of the equipment
    • In November 2019, Trimble Inc., a prominent player of the smart agriculture market launched the new Android-based display GFX-350, which is helpful to control and monitor auto-steering applications for farms to obtain accurate results
  • In the global smart agriculture market report, we have discussed individual strategies, followed by company profiles of providers of smart agriculture. The ‘Competition Landscape’ section has been included in the report to provide readers with a dashboard view and company market share analysis of key players operating in the global smart agriculture market.

Smart Agriculture Market Snapshot

Attribute

Detail

Market Size Value in 2020

US$ 10.02 Bn

Market Forecast Value in 2031

US$ 39.02 Bn

Growth Rate

13.30%

Forecast Period

2021-2031

Market Analysis

US$ Bn for Value

Research Scope

The report covers regional and global smart agriculture market size, along with key factors influencing the market.

Report Coverage

It includes Executive Summary, Market Overview, Global Market, Regional Market, and Competition Landscape.

Key Market Segments Covered
  • Component
    • Hardware
    • Software
    • Services
  • Type
    • Precision Farming
    • Livestock Monitoring
    • Precision Aquaculture
    • Smart Greenhouse
    • Others (Soil Monitoring, Smart Irrigation)

Key Regions Covered
  • North America
  • Europe
  • Asia Pacific
  • Middle East & Africa
  • South America

Key Countries Covered
  • U.S.
  • Canada
  • Mexico
  • Germany
  • U.K.
  • France
  • Spain
  • Italy
  • China
  • India
  • Japan
  • ASEAN
  • Saudi Arabia
  • United Arab Emirates
  • South Africa
  • Brazil
  • Argentina

Key Companies Profiled
  • Trimble, Inc.
  • Huawei Technologies Co., Ltd.
  • Deere & Company
  • Aker Technologies
  • Antelliq

Customization Scope

Available upon Request

Pricing

Available upon Request

Smart Agriculture Market – Segmentation

TMR’s research study assesses the smart agriculture market on the basis of component, type, and region. The report presents extensive market dynamics and progressive trends associated with different segments, and how they influence the growth prospects of the smart agriculture market.

Component
  • Hardware
  • Software
  • Services
Type
  • Precision Farming
  • Livestock Monitoring
  • Precision Aquaculture
  • Smart Greenhouse
  • Others (Soil Monitoring, Smart Irrigation)
Region
  • North America
  • Europe
  • Asia Pacific
  • Middle East & Africa
  • South America

    1. Preface

        1.1. Market Introduction

        1.2. Market Segmentation

        1.3. Key Research Objectives

    2. Assumptions and Research Methodology

        2.1. Research Methodology

            2.1.1. List of Primary and Secondary Sources

        2.2. Key Assumptions for Data Modelling 

    3. Executive Summary: Global Smart Agriculture Market

    4. Market Overview

        4.1. Market Definition

        4.2. Technology/ Product Roadmap

        4.3. Market Factor Analysis

            4.3.1. Forecast Factors

            4.3.2. Ecosystem/ Value Chain Analysis 

            4.3.3. Market Dynamics (Growth Influencers)

                4.3.3.1. Drivers

                4.3.3.2. Restraints

                4.3.3.3. Opportunities

                4.3.3.4. Impact Analysis of Drivers and Restraints

        4.4. COVID-19 Impact Analysis

            4.4.1. Impact of COVID-19 on the Smart Agriculture Market

            4.4.2. End-user Sentiment Analysis: Comparative Analysis on Spending

                4.4.2.1. Increase in Spending

                4.4.2.2. Decrease in Spending

            4.4.3. Short Term and Long Term Impact on the Market

        4.5. Market Opportunity Assessment – by Region (North America/ Europe/ Asia Pacific/ Middle East & Africa/ South America)

            4.5.1. By Component 

            4.5.2. By Type

    5. Global Smart Agriculture Market Analysis and Forecast

        5.1. Market Revenue Analysis (US$ Bn), 2016-2031

            5.1.1. Historic Growth Trends, 2016-2020

            5.1.2. Forecast Trends, 2021-2031

        5.2. Pricing Model Analysis/ Price Trend Analysis

    6. Global Smart Agriculture Market Analysis, by Component

        6.1. Overview and Definitions

        6.2. Key Segment Analysis

        6.3. Smart Agriculture Market Size (US$ Bn) Forecast, by Component, 2018 - 2031

            6.3.1. Hardware

            6.3.2. Software

            6.3.3. Services

    7. Global Smart Agriculture Market Analysis, by Type

        7.1. Overview and Definitions

        7.2. Key Segment Analysis

        7.3. Smart Agriculture Market Size (US$ Bn) Forecast, by Type, 2018 - 2031

            7.3.1. Precision Farming

            7.3.2. Livestock Monitoring

            7.3.3. Precision Aquaculture

            7.3.4. Smart Greenhouse

            7.3.5. Others (Soil Monitoring, Smart irrigation)

    8. Global Smart Agriculture Market Analysis and Forecasts, by Region

        8.1. Key Findings

        8.2. Market Size (US$ Bn) Forecast by Region, 2018-2031

            8.2.1. North America

            8.2.2. Europe

            8.2.3. Asia Pacific 

            8.2.4. Middle East & Africa

            8.2.5. South America

    9. North America Smart Agriculture Market Analysis and Forecast

        9.1. Regional Outlook

        9.2. Smart Agriculture Market Size (US$ Bn) Analysis and Forecast (2018 - 2031)

            9.2.1. By Component

            9.2.2. By Type

        9.3. Smart Agriculture Market Size (US$ Bn) Forecast, by Country, 2018 - 2031

            9.3.1. U.S.

            9.3.2. Canada

            9.3.3. Mexico

    10. Europe Smart Agriculture Market Analysis and Forecast

        10.1. Regional Outlook

        10.2. Smart Agriculture Market Size (US$ Bn) Analysis and Forecast (2018 - 2031)

            10.2.1. By Component

            10.2.2. By Type

        10.3. Smart Agriculture Market Size (US$ Bn) Forecast, by Country & Sub-region, 2018 - 2031

            10.3.1. Germany

            10.3.2. UK

            10.3.3. France

            10.3.4. Italy

            10.3.5. Spain

            10.3.6. Rest of Europe

    11. Asia Pacific Smart Agriculture Market Analysis and Forecast

        11.1. Regional Outlook

        11.2. Smart Agriculture Market Size (US$ Bn) Analysis and Forecast (2018 - 2031)

            11.2.1. By Component

            11.2.2. By Type

        11.3. Smart Agriculture Market Size (US$ Bn) Forecast, by Country & Sub-region, 2018 - 2031

            11.3.1. China

            11.3.2. India

            11.3.3. Japan

            11.3.4. ASEAN

            11.3.5. Rest of Asia Pacific

    12. Middle East & Africa Smart Agriculture Market Analysis and Forecast

        12.1. Regional Outlook

        12.2. Smart Agriculture Market Size (US$ Bn) Analysis and Forecast (2018 - 2031)

            12.2.1. By Component

            12.2.2. By Type

        12.3. Smart Agriculture Market Size (US$ Bn) Forecast, by Country & Sub-region, 2018 - 2031

            12.3.1. Saudi Arabia

            12.3.2. The United Arab Emirates

            12.3.3. South Africa

            12.3.4. Rest of Middle East & Africa

    13. South America Smart Agriculture Market Analysis and Forecast

        13.1. Regional Outlook

        13.2. Smart Agriculture Market Size (US$ Bn) Analysis and Forecast (2018 - 2031)

            13.2.1. By Component

            13.2.2. By Type

        13.3. Smart Agriculture Market Size (US$ Bn) Forecast, by Country & Sub-region, 2018 - 2031

            13.3.1. Brazil

            13.3.2. Argentina

            13.3.3. Rest of South America

    14. Competition Landscape

        14.1. Market Competition Matrix, by Leading Players 

        14.2. Market Revenue Share Analysis (%), by Leading Players (2020)

        14.3. Competitive Scenario 

            14.3.1. List of Emerging, Prominent and Leading Players 

            14.3.2. Major Mergers & Acquisitions, Expansions, Partnership, Contacts, Deals, etc.

    15. Company Profiles

        15.1. AGCO Corporation

            15.1.1. Business Overview

            15.1.2. Company Revenue

            15.1.3. Product Portfolio

            15.1.4. Geographic Footprint

            15.1.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.

        15.2. Aker Technologies

            15.2.1. Business Overview

            15.2.2. Company Revenue

            15.2.3. Product Portfolio

            15.2.4. Geographic Footprint

            15.2.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.

        15.3. Afimilk Ltd

            15.3.1. Business Overview

            15.3.2. Company Revenue

            15.3.3. Product Portfolio

            15.3.4. Geographic Footprint

            15.3.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.

        15.4. AKVA

            15.4.1. Business Overview

            15.4.2. Company Revenue

            15.4.3. Product Portfolio

            15.4.4. Geographic Footprint

            15.4.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.

        15.5. Antelliq

            15.5.1. Business Overview

            15.5.2. Company Revenue

            15.5.3. Product Portfolio

            15.5.4. Geographic Footprint

            15.5.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.

        15.6. Cisco Systems, Inc.

            15.6.1. Business Overview

            15.6.2. Company Revenue

            15.6.3. Product Portfolio

            15.6.4. Geographic Footprint

            15.6.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.

        15.7. DeLaval

            15.7.1. Business Overview

            15.7.2. Company Revenue

            15.7.3. Product Portfolio

            15.7.4. Geographic Footprint

            15.7.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.

        15.8. Deere & Company

            15.8.1. Business Overview

            15.8.2. Company Revenue

            15.8.3. Product Portfolio

            15.8.4. Geographic Footprint

            15.8.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.

        15.9. Huawei Technologies Co., Ltd.

            15.9.1. Business Overview

            15.9.2. Company Revenue

            15.9.3. Product Portfolio

            15.9.4. Geographic Footprint

            15.9.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.

        15.10. InnovaSea Systems

            15.10.1. Business Overview

            15.10.2. Company Revenue

            15.10.3. Product Portfolio

            15.10.4. Geographic Footprint

            15.10.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.

        15.11. Semiosbio Technologies Inc.

            15.11.1. Business Overview

            15.11.2. Company Revenue

            15.11.3. Product Portfolio

            15.11.4. Geographic Footprint

            15.11.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.

        15.12. Trimble, Inc.

            15.12.1. Business Overview

            15.12.2. Company Revenue

            15.12.3. Product Portfolio

            15.12.4. Geographic Footprint

            15.12.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.

        15.13. Topcon Positioning Systems

            15.13.1. Business Overview

            15.13.2. Company Revenue

            15.13.3. Product Portfolio

            15.13.4. Geographic Footprint

            15.13.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.

        15.14. Others

            15.14.1. Business Overview

            15.14.2. Company Revenue

            15.14.3. Product Portfolio

            15.14.4. Geographic Footprint

            15.14.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation etc.

    16. Key Takeaways

    List of Tables

    Table 1: Acronyms Used in the Smart Agriculture Market

    Table 2: North America Smart Agriculture Market Revenue Analysis, by Country, 2021 - 2031 (US$ Bn)

    Table 3: Europe Smart Agriculture Market Revenue Analysis, by Country, 2021 - 2031 (US$ Bn)

    Table 4: Asia Pacific Smart Agriculture Market Revenue Analysis, by Country, 2021 - 2031 (US$ Bn)

    Table 5: Middle East & Africa Smart Agriculture Market Revenue Analysis, by Country, 2021 and 2031 (US$ Bn)

    Table 6: South America Smart Agriculture Market Revenue Analysis, by Country, 2021 - 2031 (US$ Bn)

    Table 7: Impact Analysis of Drivers & Restraints

    Table 8: Global Smart Agriculture Market Value (US$ Bn) Forecast, by Component, 2018 – 2031

    Table 9: Global Smart Agriculture Market Value (US$ Bn) Forecast, by Type, 2018 – 2031

    Table 10: Global Smart Agriculture Market Volume (US$ Bn) Forecast, by Region, 2018 – 2031

    Table 11: North America Smart Agriculture Market Value (US$ Bn) Forecast, by Component, 2018 – 2031

    Table 12: North America Smart Agriculture Market Value (US$ Bn) Forecast, by Type, 2018 – 2031

    Table 13: North America Smart Agriculture Market Value (US$ Bn) Forecast, by Country, 2018 - 2031

    Table 14: U.S. Smart Agriculture Market Revenue CAGR Breakdown (%), by Growth Term

    Table 15: Canada Smart Agriculture Market Revenue CAGR Breakdown (%), by Growth Term

    Table 16: Mexico Smart Agriculture Market Revenue CAGR Breakdown (%), by Growth Term

    Table 17: Europe Smart Agriculture Market Value (US$ Bn) Forecast, by Component, 2018 – 2031

    Table 18: Europe Smart Agriculture Market Value (US$ Bn) Forecast, by Type, 2018 – 2031

    Table 19: Europe Smart Agriculture Market Value (US$ Bn) Forecast, by Country, 2018 - 2031

    Table 20: Germany Smart Agriculture Market Revenue CAGR Breakdown (%), by Growth Term

    Table 21: U.K. Smart Agriculture Market Revenue CAGR Breakdown (%), by Growth Term

    Table 22: France Smart Agriculture Market Revenue CAGR Breakdown (%), by Growth Term

    Table 23: Spain Smart Agriculture Market Revenue CAGR Breakdown (%), by Growth Term

    Table 24: Italy Smart Agriculture Market Revenue CAGR Breakdown (%), by Growth Term

    Table 25: Asia Pacific Smart Agriculture Market Value (US$ Bn) Forecast, by Component, 2018 – 2031

    Table 26: Asia Pacific Smart Agriculture Market Value (US$ Bn) Forecast, by Type, 2018 – 2031

    Table 27: Asia Pacific Smart Agriculture Market Value (US$ Bn) Forecast, by Country, 2018 - 2031

    Table 28: China Smart Agriculture Market Revenue CAGR Breakdown (%), by Growth Term

    Table 29: India Smart Agriculture Market Revenue CAGR Breakdown (%), by Growth Term

    Table 30: Japan Smart Agriculture Market Revenue CAGR Breakdown (%), by Growth Term

    Table 31: ASEAN Smart Agriculture Market Revenue CAGR Breakdown (%), by Growth Term

    Table 32: Middle East & Africa Smart Agriculture Market Value (US$ Bn) Forecast, by Component, 2018 – 2031

    Table 33: Middle East & Africa Smart Agriculture Market Value (US$ Bn) Forecast, by Type, 2018 – 2031

    Table 34: Middle East & Africa Smart Agriculture Market Value (US$ Bn) Forecast, by Country, 2018 - 2031

    Table 35: Saudi Arabia Smart Agriculture Market Revenue CAGR Breakdown (%), by Growth Term

    Table 36: U.A.E. Smart Agriculture Market Revenue CAGR Breakdown (%), by Growth Term

    Table 37: South Africa Smart Agriculture Market Revenue CAGR Breakdown (%), by Growth Term

    Table 38: South America Smart Agriculture Market Value (US$ Bn) Forecast, by Component, 2018 – 2031

    Table 39: South America Smart Agriculture Market Value (US$ Bn) Forecast, by Country, 2018 - 2031

    Table 40: Brazil Smart Agriculture Market Revenue CAGR Breakdown (%), by Growth Term

    Table 41: Argentina Smart Agriculture Market Revenue CAGR Breakdown (%), by Growth Term

    Table 42: Mergers & Acquisitions, Expansions (1/4)

    Table 43: Mergers & Acquisitions, Expansions (2/4)

    Table 44: Mergers & Acquisitions, Expansions (3/4)

    Table 45: Mergers & Acquisitions, Expansions (4/4)

    List of Figures

    Figure 1: Global Smart Agriculture Market Size (US$ Bn) Forecast, 2018–2031

    Figure 2: Global Smart Agriculture Market Revenue (US$ Bn) Opportunity Assessment, by Region, 2021E

    Figure 3: Top Segment Analysis of Smart Agriculture Market

    Figure 4: Global Smart Agriculture Market Revenue (US$ Bn) Opportunity Assessment, by Region, 2031F

    Figure 5: Global Smart Agriculture Market Attractiveness Assessment, by Component

    Figure 6: Global Smart Agriculture Market Attractiveness Assessment, by Type

    Figure 7: Global Smart Agriculture Market Attractiveness Assessment, by Region

    Figure 8: Global Smart Agriculture Market Revenue (US$ Bn) Historic Trends, 2016 - 2020

    Figure 9: Global Smart Agriculture Market Revenue Opportunity (US$ Bn) Historic Trends, 2016 - 2020

    Figure 10: Global l Smart Agriculture Market Value Share Analysis, by Component, 2021

    Figure 11: Global Smart Agriculture Market Value Share Analysis, by Component, 2031

    Figure 12: Global Smart Agriculture Market Absolute Opportunity (US$ Bn), by Hardware, 2021 – 2031

    Figure 13: Global Smart Agriculture Market Absolute Opportunity (US$ Bn), by Software, 2021 – 2031

    Figure 14: Global Smart Agriculture Market Absolute Opportunity (US$ Bn), by Services, 2021 – 2031

    Figure 15: Global Smart Agriculture Market Value Share Analysis, by Type, 2021

    Figure 16: Global Smart Agriculture Market Value Share Analysis, by Type, 2031

    Figure 17: Global Smart Agriculture Market Absolute Opportunity (US$ Bn), by Precision Farming, 2021 – 2031

    Figure 18: Global Smart Agriculture Market Absolute Opportunity (US$ Bn), by Livestock Monitoring, 2021 – 2031

    Figure 19: Global Smart Agriculture Market Absolute Opportunity (US$ Bn), by Precision Aquaculture, 2021 – 2031

    Figure 20: Global Smart Agriculture Market Absolute Opportunity (US$ Bn), by Smart Greenhouse, 2021 – 2031

    Figure 21: Global Smart Agriculture Market Absolute Opportunity (US$ Bn), by Others (Soil Monitoring, Smart Irrigation), 2021 – 2031

    Figure 22: Global Smart Agriculture Market Opportunity Share (%), by Region, 2021–2031

    Figure 23: Global Smart Agriculture Market Size (US$ Bn), by Region, 2021 & 2031

    Figure 24: Global Smart Agriculture Market Value Share Analysis, by Region, 2021

    Figure 25: Global Smart Agriculture Market Value Share Analysis, by Region, 2031

    Figure 26: North America Smart Agriculture Market Absolute Opportunity (US$ Bn), 2021 – 2031

    Figure 27: Europe Smart Agriculture Market Absolute Opportunity (US$ Bn), 2021 – 2031

    Figure 28: Asia Pacific Smart Agriculture Market Absolute Opportunity (US$ Bn), 2021 – 2031

    Figure 29: Middle East & Africa Smart Agriculture Market Absolute Opportunity (US$ Bn), 2021 – 2031

    Figure 30: South America Smart Agriculture Market Absolute Opportunity (US$ Bn), 2021 – 2031

    Figure 31: North America Smart Agriculture Revenue Opportunity Share, by Component

    Figure 32: North America Smart Agriculture Revenue Opportunity Share, by Type

    Figure 33: North America Smart Agriculture Market Value Share Analysis, by Component, 2021

    Figure 34: North America Smart Agriculture Market Value Share Analysis, by Component, 2031

    Figure 35: North America Smart Agriculture Market Absolute Opportunity (US$ Bn), by Hardware, 2021 – 2031

    Figure 36: North America Smart Agriculture Market Absolute Opportunity (US$ Bn), by Software, 2021 – 2031

    Figure 37: North America Smart Agriculture Market Absolute Opportunity (US$ Bn), by Services, 2021 – 2031

    Figure 38: North America Smart Agriculture Market Value Share Analysis, by Type, 2021

    Figure 39: North America Smart Agriculture Market Absolute Opportunity (US$ Bn), by Precision Farming, 2021 – 2031

    Figure 40: North America Smart Agriculture Market Absolute Opportunity (US$ Bn), by Livestock Monitoring, 2021 – 2031

    Figure 41: North America Smart Agriculture Market Absolute Opportunity (US$ Bn), by Precision Aquaculture, 2021 – 2031

    Figure 42: North America Smart Agriculture Market Absolute Opportunity (US$ Bn), by Smart Greenhouse, 2021 – 2031

    Figure 43: North America Smart Agriculture Market Absolute Opportunity (US$ Bn), by Others (Soil Monitoring, Smart Irrigation), 2021 – 2031

    Figure 44: North America Smart Agriculture Market Value Share Analysis, by Country, 2021

    Figure 45: North America Smart Agriculture Market Value Share Analysis, by Country, 2031

    Figure 46: U.S. Smart Agriculture Market Opportunity Growth Analysis (US$ Bn) Forecast, 2021 – 2031

    Figure 47: Canada Smart Agriculture Market Opportunity Growth Analysis (US$ Bn) Forecast, 2021 – 2031

    Figure 48: Mexico Smart Agriculture Market Opportunity Growth Analysis (US$ Bn) Forecast, 2021 – 2031

    Figure 49: Europe Smart Agriculture Revenue Opportunity Share, by Component

    Figure 50: Europe Smart Agriculture Revenue Opportunity Share, by Type

    Figure 51: Europe Smart Agriculture Market Value Share Analysis, by Component, 2021

    Figure 52: Europe Smart Agriculture Market Value Share Analysis, by Component, 2031

    Figure 53: Europe Smart Agriculture Market Absolute Opportunity (US$ Bn), by Hardware, 2021 – 2031

    Figure 54: Europe Smart Agriculture Market Absolute Opportunity (US$ Bn), by Software, 2021 – 2031

    Figure 55: Europe Smart Agriculture Market Absolute Opportunity (US$ Bn), by Services, 2021 – 2031

    Figure 56: Europe Smart Agriculture Market Value Share Analysis, by Type, 2021

    Figure 57: Europe Smart Agriculture Market Value Share Analysis, by Type, 2031

    Figure 58: Europe Smart Agriculture Market Absolute Opportunity (US$ Bn), by Precision Farming, 2021 – 2031

    Figure 59: Europe Smart Agriculture Market Absolute Opportunity (US$ Bn), by Livestock Monitoring, 2021 – 2031

    Figure 60: Europe Smart Agriculture Market Absolute Opportunity (US$ Bn), by Precision Aquaculture, 2021 – 2031

    Figure 61: Europe Smart Agriculture Market Absolute Opportunity (US$ Bn), by Smart Greenhouse, 2021 – 2031

    Figure 62: Europe Smart Agriculture Market Absolute Opportunity (US$ Bn), by Others (Soil Monitoring, Smart Irrigation), 2021 – 2031

    Figure 63: Europe Smart Agriculture Market Value Share Analysis, by Country, 2021

    Figure 64: Europe Smart Agriculture Market Value Share Analysis, by Country, 2031

    Figure 65: Germany Smart Agriculture Market Opportunity Growth Analysis (US$ Bn) Forecast, 2021 – 2031

    Figure 66: U.K. Smart Agriculture Market Opportunity Growth Analysis (US$ Bn) Forecast, 2021 – 2031

    Figure 67: France Smart Agriculture Market Opportunity Growth Analysis (US$ Bn) Forecast, 2021 – 2031

    Figure 68: Spain Smart Agriculture Market Opportunity Growth Analysis (US$ Bn) Forecast, 2021 – 2031

    Figure 69: Italy Smart Agriculture Market Opportunity Growth Analysis (US$ Bn) Forecast, 2021 – 2031

    Figure 70: Asia Pacific Machine Learning as a Service Revenue Opportunity Share, by Component

    Figure 71: Asia Pacific Machine Learning as a Service Revenue Opportunity Share, by Type

    Figure 72: Asia Pacific l Smart Agriculture Market Value Share Analysis, by Component, 2021

    Figure 73: Asia Pacific Smart Agriculture Market Value Share Analysis, by Component, 2031

    Figure 74: Asia Pacific Smart Agriculture Market Absolute Opportunity (US$ Bn), by Hardware, 2021 – 2031

    Figure 75: Asia Pacific Smart Agriculture Market Absolute Opportunity (US$ Bn), by Software, 2021 – 2031

    Figure 76: Asia Pacific Smart Agriculture Market Absolute Opportunity (US$ Bn), by Services, 2021 – 2031

    Figure 77: Asia Pacific Smart Agriculture Market Value Share Analysis, by Type, 2021

    Figure 78: Asia Pacific Smart Agriculture Market Value Share Analysis, by Type, 2031

    Figure 79: Asia Pacific Smart Agriculture Market Absolute Opportunity (US$ Bn), by Precision Farming, 2021 – 2031

    Figure 80: Asia Pacific Smart Agriculture Market Absolute Opportunity (US$ Bn), by Livestock Monitoring, 2021 – 2031

    Figure 81: Asia Pacific Smart Agriculture Market Absolute Opportunity (US$ Bn), by Precision Aquaculture, 2021 – 2031

    Figure 82: Asia Pacific Smart Agriculture Market Absolute Opportunity (US$ Bn), by Smart Greenhouse, 2021 – 2031

    Figure 83: Asia Pacific Smart Agriculture Market Absolute Opportunity (US$ Bn), by Others (Soil Monitoring, Smart Irrigation), 2021

    Figure 84: Asia Pacific Smart Agriculture Market Value Share Analysis, by Country, 2021

    Figure 85: Asia Pacific Smart Agriculture Market Value Share Analysis, by Country, 2031

    Figure 86: China Smart Agriculture Market Opportunity Growth Analysis (US$ Bn) Forecast, 2021 – 2031

    Figure 87: India Smart Agriculture Market Opportunity Growth Analysis (US$ Bn) Forecast, 2021 – 2031

    Figure 88: Japan Smart Agriculture Market Opportunity Growth Analysis (US$ Bn) Forecast, 2021 – 2031

    Figure 89: ASEAN Smart Agriculture Market Opportunity Growth Analysis (US$ Bn) Forecast, 2021 – 2031

    Figure 90: Middle East & Africa Machine Learning as a Service Revenue Opportunity Share, by Component

    Figure 91: Middle East & Africa Machine Learning as a Service Revenue Opportunity Share, by Type

    Figure 92: Middle East & Africa l Smart Agriculture Market Value Share Analysis, by Component, 2021

    Figure 93: Middle East & Africa Smart Agriculture Market Value Share Analysis, by Component, 2031

    Figure 94: Middle East & Africa Smart Agriculture Market Absolute Opportunity (US$ Bn), by Hardware, 2021 – 2031

    Figure 95: Middle East & Africa Smart Agriculture Market Absolute Opportunity (US$ Bn), by Software, 2021 – 2031

    Figure 96: Middle East & Africa Smart Agriculture Market Absolute Opportunity (US$ Bn), by Services, 2021 – 2031

    Figure 97: Middle East & Africa Smart Agriculture Market Value Share Analysis, by Type, 2021

    Figure 98: Middle East & Africa Smart Agriculture Market Value Share Analysis, by Type, 2031

    Figure 99: Middle East & Africa Smart Agriculture Market Absolute Opportunity (US$ Bn), by Precision Farming, 2021 – 2031

    Figure 100: Middle East & Africa Smart Agriculture Market Absolute Opportunity (US$ Bn), by Livestock Monitoring, 2021 – 2031

    Figure 101: Middle East & Africa Smart Agriculture Market Absolute Opportunity (US$ Bn), by Precision Aquaculture, 2021 – 2031

    Figure 102: Middle East & Africa Smart Agriculture Market Absolute Opportunity (US$ Bn), by Smart Greenhouse, 2021 – 2031

    Figure 103: Middle East & Africa Smart Agriculture Market Absolute Opportunity (US$ Bn), by Others (Soil Monitoring, Smart Irrigation), 2021

    Figure 104: Middle East & Africa Smart Agriculture Market Value Share Analysis, by Country, 2021

    Figure 105: Middle East & Africa Smart Agriculture Market Value Share Analysis, by Country, 2031

    Figure 106: Saudi Arabia Smart Agriculture Market Opportunity Growth Analysis (US$ Bn) Forecast, 2021 – 2031

    Figure 107: U.A.E. Smart Agriculture Market Opportunity Growth Analysis (US$ Bn) Forecast, 2021 – 2031

    Figure 108: South Africa Smart Agriculture Market Opportunity Growth Analysis (US$ Bn) Forecast, 2021 – 2031

    Figure 109: South America Machine Learning as a Service Revenue Opportunity Share, by Component

    Figure 110: South America Machine Learning as a Service Revenue Opportunity Share, by Type

    Figure 111: South America Smart Agriculture Market Value Share Analysis, by Component, 2021

    Figure 112: South America Smart Agriculture Market Value Share Analysis, by Component, 2031

    Figure 113: South America Smart Agriculture Market Absolute Opportunity (US$ Bn), by Hardware, 2021 – 2031

    Figure 114: South America Smart Agriculture Market Absolute Opportunity (US$ Bn), by Software, 2021 – 2031

    Figure 115: South America Smart Agriculture Market Absolute Opportunity (US$ Bn), by Services, 2021 – 2031

    Figure 116: South America Smart Agriculture Market Value Share Analysis, by Type, 2021

    Figure 117: South America Smart Agriculture Market Value Share Analysis, by Type, 2031

    Figure 118: South America Smart Agriculture Market Absolute Opportunity (US$ Bn), by Precision Farming, 2021 – 2031

    Figure 119: South America Smart Agriculture Market Absolute Opportunity (US$ Bn), by Livestock Monitoring, 2021 – 2031

    Figure 120: South America Smart Agriculture Market Absolute Opportunity (US$ Bn), by Precision Aquaculture, 2021 – 2031

    Figure 121: South America Smart Agriculture Market Absolute Opportunity (US$ Bn), by Smart Greenhouse, 2021 – 2031

    Figure 122: South America Smart Agriculture Market Absolute Opportunity (US$ Bn), by Others (Soil Monitoring, Smart Irrigation), 2021

    Figure 123: South America Smart Agriculture Market Value Share Analysis, by Country, 2021

    Figure 124: South America Smart Agriculture Market Value Share Analysis, by Country, 2031

    Figure 125: Brazil Smart Agriculture Market Opportunity Growth Analysis (US$ Bn) Forecast, 2021 – 2031

    Figure 126: Argentina Smart Agriculture Market Opportunity Growth Analysis (US$ Bn) Forecast, 2021 – 2031

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