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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

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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