Global Digital Agriculture Market Report 2024

Digital Agriculture Global Market Report 2023 – By Type (Crop Monitoring, Artificial Intelligence, Precision Farming), By Company Type (Tier 1 55%, Tier 2 20%, Tier 3 25%), By Deployment (Cloud, On Premise), By Applications (Field Mapping, Crop Scouting, Weather Tracking, Drone Analytics, Financial Management, Farm Inventory Management, Other Applications) – Market Size, Trends, And Global Forecast 2023-2032

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Digital agriculture refers to the application of innovative and advanced technologies that are integrated into a single system to help farmers and other stakeholders in the agriculture value chain boost food production. Digital agriculture is used to enhance agriculture productivity and decrease production costs; prevent soil deterioration; reduce the use of chemicals in crop cultivation; and encourage efficient and effective water management.

The main types of digital agriculture are crop monitoring, artificial intelligence, and precision farming. Crop monitoring refers to the digital agriculture system that closely monitors crop growth and performance during developmental stages, which is an important part of agricultural management. The various company types are tier 1–55%, tier 2–20%, and tier 3-25%. These are deployed on the cloud and on-premise. These are used in applications such as field mapping, crop scouting, weather tracking, drone analytics, financial management, farm inventory management, and other applications.

The global digital agriculture market is segmented -

1) By Type: Crop Monitoring, Artificial Intelligence, Precision Farming

2) By Company Type: Tier 1-55%, Tier 2-20%, Tier 3-25%

3) By Deployment: Cloud, On-Premise

4) By Applications: Field Mapping, Crop Scouting, Weather Tracking, Drone Analytics, Financial Management, Farm Inventory Management, Other Applications

The global digital agriculture market size will grow from $13.03 billion in 2022 to $14.44 billion in 2023 at a compound annual growth rate (CAGR) of 10.9%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The market size of the digital agriculture is expected to grow to $21.77 billion in 2027 at a CAGR of 10.8%.

The rise in the population is expected to propel the growth of the digital agriculture market going forward. The rise in population refers to the sum of the difference between births and fewer deaths; and the difference between immigrants and fewer emigrants, either all over the globe or concerning the country, territory, or geographic area. Artificial intelligence and the Internet of Things have the potential to revolutionise agriculture intelligence by increasing yields and avoiding or reducing food loss. For instance, in 2021, according to "The World Bank," a US-based international financial institution that provides loans and grants to the governments of low and middle-income countries, the world population reached 7.87 billion, up from 7.76 billion in 2020. Therefore, the rise in the population is driving the digital agriculture market growth.

The major players in the digital agriculture market are Farmers Edge, IBM Corporation, Bayer AG, Deere & Company, HummingBird Technologies, AGCO Corporation, Gamaya SA, Trimble Navigation Ltd., DTN, Syngenta AG, Eurofins Scientific SE, AgriWebb, BASF SE, Raven Industries Inc., and Cisco Systems Inc.

The penetration of technology and electronic devices is a key trend gaining popularity in the digital agriculture market. Major companies operating in the digital agriculture sector are focused on the penetration of technology and electronic devices to sustain their position in the market. For instance, in October 2021, CNH Industrial, a UK-based company operating in digital agriculture, launched AGXTEND, an innovative platform in Brazil. Regardless of the size of the property or the amount of output, it improves productivity and operational efficiency. It offers a real-time soil sensing system that automatically modifies implemented working parameters to deliver uniform tillage performance when used together with electro-herbicide technology. AGXTENDTM is a pioneer in the advancement of precision farming and ISOBUS technologies.

In August 2021, CropX, an Israel-based aggrotech ag-analytics company, acquired Dacom Farm Intelligence for an undisclosed amount. With this acquisition, CropX acquired a significant foothold within the European region. Also, this acquisition doubles CropX's staff and dramatically expands its service region and quantity of farms, adding more than 20,000 new farms across more than 50 nations. Dacom Farm Intelligence is a Netherlands-based company engaged in digital agriculture, providing advisory services, data-driven software, and sensor equipment to customers.

North America was the largest region in the digital agriculture market in 2022. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in this digital agriculture market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa.

The countries covered in the digital agriculture market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA.

The digital agriculture market consists of revenues earned by entities by providing core and peripheral technology for agriculture. Values in this market are ‘factory gate’ values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

The digital agriculture market research report is one of a series of new reports from The Business Research Company that provides digital agriculture market statistics, including digital agriculture industry global market size, regional shares, competitors with a digital agriculture market share, detailed digital agriculture market segments, market trends and opportunities, and any further data you may need to thrive in the digital agriculture industry. This digital agriculture market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

    Table Of Contents

    1. Executive Summary

    2. Digital Agriculture Market Characteristics

    3. Digital Agriculture Market Trends And Strategies

    4. Digital Agriculture Market - Macro Economic Scenario

    4.1. COVID-19 Impact On Digital Agriculture Market

    4.2. Ukraine-Russia War Impact On Digital Agriculture Market

    4.3. Impact Of High Inflation On Digital Agriculture Market

    5. Digital Agriculture Market Size And Growth

    5.1. Global Digital Agriculture Historic Market, 2017-2022, $ Billion

    5.1.1. Drivers Of The Market

    5.1.2. Restraints On The Market

    5.2. Global Digital Agriculture Forecast Market, 2022-2027F, 2032F, $ Billion

    5.2.1. Drivers Of The Market

    5.2.2. Restraints On the Market

    6. Digital Agriculture Market Segmentation

    6.1. Global Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    Crop Monitoring

    Artificial Intelligence

    Precision Farming

    6.2. Global Digital Agriculture Market, Segmentation By Company Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    Tier 1-55%

    Tier 2-20%

    Tier 3-25%

    6.3. Global Digital Agriculture Market, Segmentation By Deployment, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    Cloud

    On-Premise

    6.4. Global Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    Field Mapping

    Crop Scouting

    Weather Tracking

    Drone Analytics

    Financial Management

    Farm Inventory Management

    Other Applications

    7. Digital Agriculture Market Regional And Country Analysis

    7.1. Global Digital Agriculture Market, Split By Region, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    7.2. Global Digital Agriculture Market, Split By Country, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    8. Asia-Pacific Digital Agriculture Market

    8.1. Asia-Pacific Digital Agriculture Market Overview

    Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies

    8.2. Asia-Pacific Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    8.3. Asia-Pacific Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    9. China Digital Agriculture Market

    9.1. China Digital Agriculture Market Overview

    9.2. China Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F,$ Billion

    9.3. China Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F,$ Billion

    10. India Digital Agriculture Market

    10.1. India Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    10.2. India Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    11. Japan Digital Agriculture Market

    11.1. Japan Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    11.2. Japan Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    12. Australia Digital Agriculture Market

    12.1. Australia Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    12.2. Australia Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    13. Indonesia Digital Agriculture Market

    13.1. Indonesia Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    13.2. Indonesia Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    14. South Korea Digital Agriculture Market

    14.1. South Korea Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    14.2. South Korea Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    15. Western Europe Digital Agriculture Market

    15.1. Western Europe Digital Agriculture Market Overview

    15.2. Western Europe Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    15.3. Western Europe Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    16. UK Digital Agriculture Market

    16.1. UK Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    16.2. UK Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    17. Germany Digital Agriculture Market

    17.1. Germany Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    17.2. Germany Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    18. France Digital Agriculture Market

    18.4. France Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    18.5. France Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    19. Eastern Europe Digital Agriculture Market

    19.1. Eastern Europe Digital Agriculture Market Overview

    19.2. Eastern Europe Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    19.3. Eastern Europe Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    20. Russia Digital Agriculture Market

    20.1. Russia Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    20.2. Russia Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    21. North America Digital Agriculture Market

    21.1. North America Digital Agriculture Market Overview

    21.2. North America Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    21.3. North America Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    22. USA Digital Agriculture Market

    22.1. USA Digital Agriculture Market Overview

    22.2. USA Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    22.3. USA Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    23. South America Digital Agriculture Market

    23.1. South America Digital Agriculture Market Overview

    23.2. South America Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    23.3. South America Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    24. Brazil Digital Agriculture Market

    24.1. Brazil Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    24.2. Brazil Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    25. Middle East Digital Agriculture Market

    25.1. Middle East Digital Agriculture Market Overview

    25.2. Middle East Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    25.3. Middle East Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    26. Africa Digital Agriculture Market

    26.1. Africa Digital Agriculture Market Overview

    26.2. Africa Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    26.3. Africa Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion

    27. Digital Agriculture Market Competitive Landscape And Company Profiles

    27.1. Digital Agriculture Market Competitive Landscape

    27.2. Digital Agriculture Market Company Profiles

    27.2.1. Farmers Edge

    27.2.1.1. Overview

    27.2.1.2. Products and Services

    27.2.1.3. Strategy

    27.2.1.4. Financial Performance

    27.2.2. IBM Corporation

    27.2.2.1. Overview

    27.2.2.2. Products and Services

    27.2.2.3. Strategy

    27.2.2.4. Financial Performance

    27.2.3. Bayer AG

    27.2.3.1. Overview

    27.2.3.2. Products and Services

    27.2.3.3. Strategy

    27.2.3.4. Financial Performance

    27.2.4. Deere & Company

    27.2.4.1. Overview

    27.2.4.2. Products and Services

    27.2.4.3. Strategy

    27.2.4.4. Financial Performance

    27.2.5. HummingBird Technologies

    27.2.5.1. Overview

    27.2.5.2. Products and Services

    27.2.5.3. Strategy

    27.2.5.4. Financial Performance

    28. Key Mergers And Acquisitions In The Digital Agriculture Market

    29. Digital Agriculture Market Future Outlook and Potential Analysis

    30. Appendix

    30.1. Abbreviations

    30.2. Currencies

    30.3. Historic And Forecast Inflation Rates

    30.4. Research Inquiries

    30.5. The Business Research Company

    30.6. Copyright And Disclaimer

List Of Tables

    Table 1: Global Historic Market Growth, 2017-2022, $ Billion
  • Table 2: Global Forecast Market Growth, 2022-2027F, 2032F, $ Billion
  • Table 3: Global Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 4: Global Digital Agriculture Market, Segmentation By Company Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 5: Global Digital Agriculture Market, Segmentation By Deployment, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 6: Global Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 7: Global Digital Agriculture Market, Split By Region, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 8: Global Digital Agriculture Market, Split By Country, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 9: Asia-Pacific, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 10: Asia-Pacific, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 11: China, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 12: China, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 13: India, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 14: India, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 15: Japan, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 16: Japan, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 17: Australia, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 18: Australia, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 19: Indonesia, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 20: Indonesia, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 21: South Korea, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 22: South Korea, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 23: Western Europe, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 24: Western Europe, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 25: UK, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 26: UK, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 27: Germany, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 28: Germany, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 29: France, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 30: France, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 31: Eastern Europe, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 32: Eastern Europe, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 33: Russia, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 34: Russia, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 35: North America, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 36: North America, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 37: USA, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 38: USA, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 39: South America, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 40: South America, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 41: Brazil, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 42: Brazil, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 43: Middle East, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 44: Middle East, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 45: Africa, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 46: Africa, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Table 47: Farmers Edge Financial Performance
  • Table 48: IBM Corporation Financial Performance
  • Table 49: Bayer AG Financial Performance
  • Table 50: Deere & Company Financial Performance
  • Table 51: HummingBird Technologies Financial Performance

List Of Figures

    Figure 1: Global Historic Market Growth, 2017-2022, $ Billion
  • Figure 2: Global Forecast Market Growth, 2022-2027F, 2032F, $ Billion
  • Figure 3: Global Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 4: Global Digital Agriculture Market, Segmentation By Company Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 5: Global Digital Agriculture Market, Segmentation By Deployment, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 6: Global Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 7: Global Digital Agriculture Market, Split By Region, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 8: Global Digital Agriculture Market, Split By Country, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 9: Asia-Pacific, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 10: Asia-Pacific, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 11: China, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 12: China, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 13: India, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 14: India, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 15: Japan, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 16: Japan, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 17: Australia, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 18: Australia, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 19: Indonesia, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 20: Indonesia, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 21: South Korea, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 22: South Korea, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 23: Western Europe, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 24: Western Europe, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 25: UK, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 26: UK, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 27: Germany, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 28: Germany, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 29: France, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 30: France, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 31: Eastern Europe, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 32: Eastern Europe, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 33: Russia, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 34: Russia, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 35: North America, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 36: North America, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 37: USA, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 38: USA, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 39: South America, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 40: South America, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 41: Brazil, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 42: Brazil, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 43: Middle East, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 44: Middle East, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 45: Africa, Digital Agriculture Market, Segmentation By Type, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 46: Africa, Digital Agriculture Market, Segmentation By Application, Historic and Forecast, 2017-2022, 2022-2027F, 2032F, $ Billion
  • Figure 47: Farmers Edge Financial Performance
  • Figure 48: IBM Corporation Financial Performance
  • Figure 49: Bayer AG Financial Performance
  • Figure 50: Deere & Company Financial Performance
  • Figure 51: HummingBird Technologies Financial Performance
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