Digital Agriculture Market Research Report—Global Forecast till 2027

Digital Agriculture Market Research Report: Information by Component(Hardware [Displays, Guidance and Steering Systems, GPS/GNSS Devices, Irrigation Controllers, Drones/UAVs, and Others], Software, and Services), Application (Yield Monitoring, Field Mapping, Crop Monitoring, Livestock Monitoring, Real-Time Safety Testing, Soil Monitoring, Precision Farming, and Others), Deployment (Cloud and On-Premise), and Region (North America, Europe, Asia-Pacific, Middle East & Africa, and South America)—Forecast till 2027

ID: MRFR/ICT/9211-HCR | October 2021 | Region: Global | 141 pages

Digital Agriculture Market Overview:


The global digital agriculture market is predicted to register a CAGR of ~11.2% during the forecast period, 2021–2027.


Global Digital Agriculture Market, 2018–2027 (USD Billion)
Digital Agriculture Market 2018-2027 USD Billion
Source: MRFR Analysis


Agriculture and the food chain are being transformed by advancements in digital technologies such as the Internet, mobile technologies and devices, data analytics, artificial intelligence, and digitally delivered services and apps. For instance, farm machinery automation allows fine-tuning of inputs while reducing the demand for manual labor, remote satellite data and in-situ sensors improve the accuracy and lower the cost of monitoring crop growth and land or water quality, and traceability technologies and digital logistics services have the potential to streamline the agri-food value chain.


Sensors, AI, UAVs, robots, GPS, temperature and moisture detectors, and other agricultural technologies are used to gather, store, and evaluate data for needed action in digital agriculture. The technology is not confined to the farm but rather to the entire value-added chain till the final product reaches the client. Digital agriculture, also known as smart farming or e-agricultural, results from increased technology development, a manpower scarcity on farms, changing climate conditions, and a decrease in irrigation water levels, among other factors. Continuous income with a better standard of living without working in the field has led to the urbanization and deployment of technology in a farm for day-to-day activities, which will help in improving productivity at a low cost and providing a better environment for agriculture due to reduced human resource dependence, efficient processes, and timely activities.


COVID-19 Analysis


A rising number of nations are experiencing extreme food insecurity, undoing years of development progress. Chronic and acute hunger was on the rise even before COVID-19 lowered wages and disrupted supply chains, owing to various reasons such as conflict, socioeconomic circumstances, natural disasters, climate change, and pests. COVID-19's effects have resulted in significant and widespread increases in global food insecurity, impacting vulnerable households in virtually every nation, and the effects are anticipated to last through 2021 and 2022.The Agricultural Commodity Price Index stayed around its highest level since 2013 and was roughly 30% higher than in January 2020 as of July 16, 2021. Maize, wheat, and rice prices are approximately 43%, 13%, and 10% higher than they were in January 2020.


While the worldwide production outlook for key grains remains positive, rising prices reflect high demand, as well as weather concerns, macroeconomic factors, and COVID-19-related supply interruptions. Food price inflation is significant at the retail level in many nations, indicating persisting supply disruptions caused by COVID-19 social distancing measures, currency devaluations, and other causes. Individuals in low- and middle-income nations are more affected by rising food costs because they spend a higher portion of their income on food than people in high-income countries. The problems posed by mobility restrictions (national or international border closures) and changes in consumer demand were significant. Consumers were unable to eat out due to the limitations and must cook their meals at home. Furthermore, because of the risk of contracting COVID-19 in stores, people are avoiding going to markets and supermarkets. The supply chain disruptions have not only had an impact on just producers, distributors, and consumers but also on labor-intensive food processing factories. Many plants' production was decreased, paused, or temporarily halted due to workers who were confirmed to be COVID-19 positive and who were afraid of becoming sick at work, mostly at meat-processing food firms at the time of the epidemic.


Market Dynamics


The major factors driving the growth of the digital agriculture market are the increasing requirement for high productivity & improved crop health, the growing shortage of farm labor, and rising concerns of food security & nutrition. However, the complex system of integration & high costs of technology and the lack of technical knowledge for effective utilization of technology are hindering the market growth. Nevertheless, the growing potential to advance multiple sustainable development goals (SDGs), the ability to increase efficiency to create new market opportunities, and the increasing penetration of advanced technology in the agriculture sector are creating growth opportunities for the market vendors.


Drivers



  • Increasing Requirement for High Productivity & Improved Crop Health


Farmers are under continual pressure to produce more food and animal feed while using fewer pesticides. Simultaneously, it is critical to utilize less energy and labor while enhancing environmental land and water management. With the fast-rising population, it is becoming increasingly difficult to feed the growing population, putting increased strain on agricultural output. Agriculture can become more productive, consistent, and efficient with the utilization of time and resources thanks to digital agriculture. This has significant benefits for farmers as well as broader societal benefits throughout the world. It also allows businesses to communicate information beyond conventional industry boundaries, allowing new, disruptive opportunities to emerge. The digital age's advancement propels the globe towards new modes of work. Technology improves capacities in the agricultural and agriculture industries. This shift is accelerated by the adoption of mobile phones for digital farming. In the developing world, expanding Internet and digital connectivity has the potential to have beneficial results.


Restraints



  • Lack of Technical Knowledge for Effective Utilization of Technology


To achieve the maximum profitability, sustainability, and preservation of land resources, information and technology-based farm management systems find, analyze, and regulate the variability in fields by executing crop production techniques at the appropriate location, time, and in the proper method. Despite extensive study, only a small percentage of farmers have used any sort of precision agriculture (PA) technology system strategy to re-organize the whole agricultural system toward low-input, high-efficiency, and sustainable agriculture.


Value Chain Analysis


Due to rapid technological advancements, the global digital agriculture market has grown significantly over the last decade. It is likely to continue growing at a steady pace in the next few years. The digital agriculture market's value chain is divided into four levels: agriculture producers, hardware/software vendors, system integrators, and distribution/retail/service.


Market Segmentation


The global digital agriculture market has been segmented based on component, application, deployment, and region.


Based on the component, the digital agriculture market has been segmented into hardware, software, and services. The hardware segment is further classified into displays, guidance and steering systems, GPS/GNSS devices, irrigation controllers, and drones/UAVs.


By application, the digital agriculture market has been segmented into yield monitoring, field mapping, crop monitoring, livestock monitoring, real-time safety testing, soil monitoring, precision farming, and others (weather tracking and drone analytics).


By deployment, the digital agriculture market has been segmented into cloud and on-premise.


Regional Analysis


The regional analysis for the global digital agriculture market has been done for North America, Europe, Asia-Pacific, the Middle East & Africa, and South America. The market in North America accounted for the largest share in 2019, and it is expected to register a strong growth rate over the study period. However, the APAC area is experiencing tremendous growth in the agriculture sector. The major economies in the region are technologically advanced and provide significant investment and income potential. During the research period, India is anticipated to lead the APAC area as the region's greatest adopter of digital agriculture. Farmers in southern regions of India such as Andhra Pradesh, Telangana, and Tamil Nadu are using precision agriculture techniques to increase crop yields.


Increasing Technological Advancements in Asia-Pacific Expected to Bolster the Digital Agriculture Market


Asia-Pacific is expected to be the fastest-growing regional market during the forecast period. The regional market has been segmented into China, Japan, India, and the rest of Asia-Pacific. Furthermore, APAC is experiencing tremendous growth due to various factors, such as the expansion of local businesses and government programs aimed towards advanced technological developments. Some nations in the region, such as China and Japan, have embraced digital agricultural technology and are rapidly implementing it. However, in most markets in Asia-Pacific, the enormous growth potential remains untapped. Compared to traditional cultivation practices, new farming technologies such as precision farming can aid in utilizing agricultural inputs in exact proportions to enhance average yields.


Competitive Landscape


The global digital agriculture market is characterized by the presence of several regional and local providers. There are several domestic, regional, and international players operating in the digital agriculture market that continuously strive to gain a significant share of the global market.


Key Players



  • AGCO Corporation (US)

  • Deere & Company (US)

  • IBM Corporation (US)

  • Microsoft Corporation (US)


In many aspects, AGCO has positioned itself as a growth-oriented leader. The company's investments in sustainable technology are both large and through wise decisions. It aspires to increase its global presence and work in unmatched growth markets. In summary, the firm prioritizes growth as a reliable, long-term partner. The firm has the financial strength, which gives its brands legitimacy and worldwide resources. AGCO is committed to assisting those farmers who are committed to being more lucrative and productive in the future.


The global digital agriculture market is characterized by the presence of several regional and local providers. Some of the key players in the market are Microsoft Corporation (US), IBM Corporation (US), Gameya SA (Switzerland), Agrivi (England), AGCO Corporation (US), Small Robot Company (UK), Hummingbird Technologies (UK), Deere & Company (US), Bayer Crop Science AG (Germany), Conservis Corporation (US), Raven Industries (US), Trimble Inc. (US), DTN (US), Case Corporation (US), Farmers Edge (Canada), and Agri Webb (Australia).


Recent Developments



  • In February 2021, IBM and Solinftec collaborated to provide precision agricultural solutions throughout the world. IBM's unrivaled climate understanding, combined with Solinftec's artificial intelligence and advanced algorithms, result in real-time decision-making solutions that improve operation efficiency, input utilization, and agricultural compliance, resulting in lower environmental impact.

  • In April 2021, the agricultural ministry and Microsoft India have signed a Memorandum of Understanding (MoU) for a pilot initiative to promote digital agriculture in 100 communities across six states. Microsoft will launch a pilot project in 100 villages across ten districts in six states (UP, MP, Gujarat, Haryana, Rajasthan, and Andhra Pradesh) to build a farmer interface for smart and well-organized agriculture, including post-harvest management and distribution.

  • January 2020; in North America, AGCO released the new Fendt Momentum planter for row crop farmers to set a new benchmark for seed placement accuracy and deliver technology to assist farmers in overcoming challenging planting circumstances.


Report Overview


This study estimates revenue growth at global, regional, and country levels and offers an overview of the latest developments in each of the sub-sectors from 2019 to 2027. For this analysis, MRFR segmented the global digital agriculture market has been segmented based on component, application, deployment, and region.


By Component



  • Hardware

    • Displays

    • Guidance and Steering Systems

    • GPS/GNSS Devices

    • Irrigation Controllers

    • Drones/UAVs

    • Others



  • Services

  • Software


By Application



  • Yield Monitoring

  • Field Mapping

  • Crop Monitoring

  • Livestock Monitoring

  • Real-Time Safety Testing

  • Soil Monitoring

  • Precision Farming

  • Others


By Deployment



  • Cloud

  • On-Premise


By Region



  • North America

  • Europe

  • Asia-Pacific

  • Middle East & Africa

  • South America



Frequently Asked Questions (FAQ) :


The Asia-Pacific regional market is projected to be the major driver of the market.

The segments in the market are component, application, and deployment.

The major contenders in the market are Deere & Company, AGCO Corporation, IBM Corporation, and Microsoft Corporation.

TABLE OF CONTENTS

1. EXECUTIVE SUMMARY

1.1. Market Attractiveness Analysis

1.1.1. Global Digital AgricultureMarket, by Application

1.1.2. Global Digital Agriculture Market, by Component

1.1.3. Global Digital Agriculture Market, by Deployment

1.1.4. Global Digital AgricultureMarket, by Region

2. MARKET INTRODUCTION

2.1. Definition

2.2. Scope of the Study

2.3. Market Structure

3. RESEARCH METHODOLOGY

3.1. Research Process

3.2. Primary Research

3.3. Secondary Research

3.4. Market Size Estimation

3.5. Forecast Model

3.6. List of Assumptions

4. MARKET DYNAMICS

4.1. Introduction

4.2. Drivers

4.2.1. Increasing Requirement for High Productivity and Improved Crop Health

4.2.2. Growing Shortage of Farm Labour

4.2.3. Growing Concerns of Food Security & Nutrition

4.3. Restraint

4.3.1. Complex System of Application& High Costs

4.3.2. Lack of Technical Knowledge for Effective Utilization

4.4. Opportunity

4.4.1. Growing Potential to Advance Many Sustainable Development Goals (SDGs)

4.4.2. Ability to Increase Efficiency and Create New Market Opportunities

4.4.3. Increasing Penetration of Application in Agriculture Sector

4.5. Impact of COVID-19

4.5.1. Impact of COVID-19 on the Agriculture Sector

4.5.2. Acceleration of Digital Agriculture Amidst the Pandemic

4.5.3. Impact of COVID-19 on Food Supply Chain

5. MARKET FACTOR ANALYSIS

5.1. Value Chain Analysis/Supply Chain Analysis

5.2. Porter’s Five Forces Model

5.2.1. Bargaining Power of Suppliers

5.2.2. Bargaining Power of Buyers

5.2.3. Threat of New Entrants

5.2.4. Threat of Substitutes

5.2.5. Intensity of Rivalry

6. GLOBAL DIGITAL AGRICULTURE MARKET, BY COMPONENT

6.1. Introduction

6.1.1. Hardware

6.1.1.1. Displays

6.1.1.2. Guidance and Steering Systems

6.1.1.3. GPS/GNSS Devices

6.1.1.4. Irrigation Controllers

6.1.1.5. Drones/UAVs

6.1.1.6. Others

6.1.2. Software

6.1.3. Services

7. GLOBAL DIGITAL AGRICULTURE MARKET, BY APPLICATION

7.1. Introduction

7.2. Yield Monitoring

7.3. Field Monitoring

7.4. Crop Scouting

7.5. Livestock Monitoring

7.6. Real-Time Safety Testing

7.7. Soil Monitoring

7.8. Precision Farming

7.9. Others (Weather Tracking, Drone Analytics, etc.)

8. GLOBAL DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT

8.1. Introduction

8.2. Cloud

8.3. On-Premise

9. GLOBAL DIGITAL AGRICULTUREMARKET, BY REGION

9.1. Introduction

9.2. North America

9.2.1. Market Size & Estimates, by Application, 2019–2027

9.2.2. Market Size & Estimates, by Component, 2019–2027

9.2.3. Market Size & Estimates, by Deployment, 2019–2027

9.2.4. Market Size & Estimates, by Region, 2018–2026

9.2.5. US

9.2.5.1. Market Size & Estimates, by Application, 2019–2027

9.2.5.2. Market Size & Estimates, by Component, 2019–2027

9.2.5.3. Market Size & Estimates, by Deployment, 2019–2027

9.2.6. Canada

9.2.6.1. Market Size & Estimates, by Application, 2019–2027

9.2.6.2. Market Size & Estimates, by Component, 2019–2027

9.2.6.3. Market Size & Estimates, by Deployment, 2019–2027

9.2.7. Mexico

9.2.7.1. Market Size & Estimates, by Application, 2019–2027

9.2.7.2. Market Size & Estimates, by Component, 2019–2027

9.2.7.3. Market Size & Estimates, by Deployment, 2019–2027

9.3. Europe

9.3.1. Market Size & Estimates, by Country, 2019–2027

9.3.2. Market Size & Estimates, by Application, 2019–2027

9.3.3. Market Size & Estimates, by Component, 2019–2027

9.3.4. Market Size & Estimates, by Deployment, 2019–2027

9.3.5. Market Size & Estimates, by Region, 2018–2026

9.3.6. Germany

9.3.6.1. Market Size & Estimates, by Application, 2019–2027

9.3.6.2. Market Size & Estimates, by Component, 2019–2027

9.3.6.3. Market Size & Estimates, by Deployment, 2019–2027

9.3.7. France

9.3.7.1. Market Size & Estimates, by Application, 2019–2027

9.3.7.2. Market Size & Estimates, by Component, 2019–2027

9.3.7.3. Market Size & Estimates, by Deployment, 2019–2027

9.3.8. UK

9.3.8.1. Market Size & Estimates, by Application, 2019–2027

9.3.8.2. Market Size & Estimates, by Component, 2019–2027

9.3.8.3. Market Size & Estimates, by Deployment, 2019–2027

9.3.9. Rest of Europe

9.3.9.1. Market Size & Estimates, by Application, 2019–2027

9.3.9.2. Market Size & Estimates, by Component, 2019–2027

9.3.9.3. Market Size & Estimates, by Deployment, 2019–2027

9.4. Asia-Pacific

9.4.1. Market Size & Estimates, by Country, 2019–2027

9.4.2. Market Size & Estimates, by Application, 2019–2027

9.4.3. Market Size & Estimates, by Component, 2019–2027

9.4.4. Market Size & Estimates, by Deployment, 2019–2027

9.4.5. Markket Size & Estimates, by Region, 2018–2026

9.4.6. China

9.4.6.1. Market Size & Estimates, by Application, 2019–2027

9.4.6.2. Market Size & Estimates, by Component, 2019–2027

9.4.6.3. Market Size & Estimates, by Deployment, 2019–2027

9.4.7. Japan

9.4.7.1. Market Size & Estimates, by Application, 2019–2027

9.4.7.2. Market Size & Estimates, by Component, 2019–2027

9.4.7.3. Market Size & Estimates, by Deployment, 2019–2027

9.4.8. India

9.4.8.1. Market Size & Estimates, by Application, 2019–2027

9.4.8.2. Market Size & Estimates, by Component, 2019–2027

9.4.8.3. Market Size & Estimates, by Deployment, 2019–2027

9.4.9. Rest of Asia-Pacific

9.4.9.1. Market Size & Estimates, by Application, 2019–2027

9.4.9.2. Market Size & Estimates, by Component, 2019–2027

9.4.9.3. Market Size & Estimates, by Deployment, 2019–2027

9.5. Middle East & Africa

9.5.1.1. Market Size & Estimates, by Application, 2019–2027

9.5.1.2. Market Size & Estimates, by Component, 2019–2027

9.5.1.3. Market Size & Estimates, by Deployment, 2019–2027

9.6. South America

9.6.1.1. Market Size & Estimates, by Application, 2019–2027

9.6.1.2. Market Size & Estimates, by Component, 2019–2027

9.6.1.3. Market Size & Estimates, by Deployment, 2019–2027

10. COMPETITIVE LANDSCAPE

10.1. Introduction

10.2. KeyPlayersMarket Share Analysis, 2020 (%)

10.3. Competitive Benchmarking

10.4. Competitor Dashboard

10.5. Major Growth Strategy in the Market

10.6. Key Developments & Growth Strategies

10.6.1. Product Developments

10.6.2. Mergers & Acquisitions

10.6.3. Contracts & Agreements

11. COMPANY PROFILES

11.1. Gameya SA

11.1.1. Company Overview

11.1.2. Financial Overview

11.1.3. Products Offered

11.1.4. Key Developments

11.1.5. SWOT Analysis

11.1.6. Key Strategies

11.2. Easy Tosse Agtech

11.2.1. Company Overview

11.2.2. Financial Overview

11.2.3. Products Offered

11.2.4. Key Developments

11.2.5. SWOT Analysis

11.2.6. Key Strategies

11.3. AGCO Corporation

11.3.1. Company Overview

11.3.2. Financial Overview

11.3.3. Products Offered

11.3.4. Key Developments

11.3.5. SWOT Analysis

11.3.6. Key Strategies

11.4. IBM Corporation

11.4.1. Company Overview

11.4.2. Financial Overview

11.4.3. Products Offered

11.4.4. Key Developments

11.4.5. SWOT Analysis

11.4.6. Key Strategies

11.5. Microsoft Corporation

11.5.1. Company Overview

11.5.2. Financial Overview

11.5.3. Products Offered

11.5.4. Key Developments

11.5.5. SWOT Analysis

11.5.6. Key Strategies

11.6. Small Robot Company

11.6.1. Company Overview

11.6.2. Financial Overview

11.6.3. Products Offered

11.6.4. Key Developments

11.6.5. SWOT Analysis

11.6.6. Key Strategies

11.7. Hummingbird Technologies Limited

11.7.1. Company Overview

11.7.2. Financial Overview

11.7.3. Products Offered

11.7.4. Key Developments

11.7.5. SWOT Analysis

11.7.6. Key Strategies

11.8. Deere & Company

11.8.1. Company Overview

11.8.2. Financial Overview

11.8.3. Products Offered

11.8.4. Key Developments

11.8.5. SWOT Analysis

11.8.6. Key Strategies

11.9. Bayer Crop Science AG

11.9.1. Company Overview

11.9.2. Financial Overview

11.9.3. Products Offered

11.9.4. Key Developments

11.9.5. SWOT Analysis

11.9.6. Key Strategies

11.10. Consercis Corporation

11.10.1. Company Overview

11.10.2. Financial Overview

11.10.3. Products Offered

11.10.4. Key Developments

11.10.5. SWOT Analysis

11.10.6. Key Strategies

11.11. Raven Industries

11.11.1. Company Overview

11.11.2. Financial Overview

11.11.3. Products Offered

11.11.4. Key Developments

11.11.5. SWOT Analysis

11.11.6. Key Strategies

11.12. Trimble Inc.

11.12.1. Company Overview

11.12.2. Financial Overview

11.12.3. Products Offered

11.12.4. Key Developments

11.12.5. SWOT Analysis

11.12.6. Key Strategies

11.13. DTN (Clean AG Solution)

11.13.1. Company Overview

11.13.2. Financial Overview

11.13.3. Products Offered

11.13.4. Key Developments

11.13.5. SWOT Analysis

11.13.6. Key Strategies

11.14. Case IH Agriculture (CNH Industrial America LLC)

11.14.1. Company Overview

11.14.2. Financial Overview

11.14.3. Products Offered

11.14.4. Key Developments

11.14.5. SWOT Analysis

11.14.6. Key Strategies

11.15. Farmers Edge

11.15.1. Company Overview

11.15.2. Financial Overview

11.15.3. Products Offered

11.15.4. Key Developments

11.15.5. SWOT Analysis

11.15.6. Key Strategies

11.16. Agri Webb

11.16.1. Company Overview

11.16.2. Financial Overview

11.16.3. Products Offered

11.16.4. Key Developments

11.16.5. SWOT Analysis

11.16.6. Key Strategies

12. APPENDIX

12.1.1. Discussion Blueprint


LIST OF TABLES

TABLE 1 LIST OF ASSUMPTIONS

TABLE 2 GLOBAL DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

TABLE 3 GLOBAL DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2019–2027 (USD MILLION)

TABLE 4 GLOBAL DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2019–2027 (USD MILLION)

TABLE 5 GLOBAL DIGITAL AGRICULTURE MARKET, BY REGION, 2019–2027 (USD MILLION)

TABLE 6 NORTH AMERICA: DIGITAL AGRICULTURE MARKET, BY COUNTRY, 2019–2027 (USD MILLION)

TABLE 7 NORTH AMERICA : DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

TABLE 8 NORTH AMERICA: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2019–2027 (USD MILLION)

TABLE 9 NORTH AMERICA: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2019–2027 (USD MILLION)

TABLE 10 US: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

TABLE 11 US: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2019–2027 (USD MILLION)

TABLE 12 US: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2019–2027 (USD MILLION)

TABLE 13 CANADA: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

TABLE 14 CANADA: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2019–2027 (USD MILLION)

TABLE 15 CANADA: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2019–2027 (USD MILLION)

TABLE 16 MEXICO: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

TABLE 17 MEXICO: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2019–2027 (USD MILLION)

TABLE 18 MEXICO: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2019–2027 (USD MILLION)

TABLE 19 EUROPE: DIGITAL AGRICULTURE MARKET, BY COUNTRY, 2019–2027 (USD MILLION)

TABLE 20 EUROPE: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

TABLE 21 EUROPE: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2019–2027 (USD MILLION)

TABLE 22 EUROPE: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2019–2027 (USD MILLION)

TABLE 23 UK: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

TABLE 24 UK: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2019–2027 (USD MILLION)

TABLE 25 UK: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2019–2027 (USD MILLION)

TABLE 26 GERMANY: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

TABLE 27 GERMANY: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2019–2027 (USD MILLION)

TABLE 28 GERMANY: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2019–2027 (USD MILLION)

TABLE 29 FRANCE: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

TABLE30 FRANCE: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2019–2027 (USD MILLION)

TABLE 31 FRANCE: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2019–2027 (USD MILLION)

TABLE 32 REST OF EUROPE: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

TABLE 33 REST OF EUROPE: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2019–2027 (USD MILLION)

TABLE 34 REST OF EUROPE: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2019–2027 (USD MILLION)

TABLE 35 ASIA-PACIFIC: DIGITAL AGRICULTURE MARKET, BY COUNTRY, 2019–2027 (USD MILLION)

TABLE 36 ASIA-PACIFIC: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

TABLE 37 ASIA-PACIFIC: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2019–2027 (USD MILLION)

TABLE 38 ASIA-PACIFIC: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2019–2027 (USD MILLION)

TABLE 39 CHINA: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

TABLE 40 CHINA: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2019–2027 (USD MILLION)

TABLE 41 CHINA: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2019–2027 (USD MILLION)

TABLE 42 INDIA: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

TABLE 43 INDIA: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2019–2027 (USD MILLION)

TABLE 44 INDIA: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2019–2027 (USD MILLION)

TABLE 45 JAPAN: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

TABLE 46 JAPAN: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2019–2027 (USD MILLION)

TABLE 47 JAPAN: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2019–2027 (USD MILLION)

TABLE 48 REST OF ASIA-PACIFIC: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

TABLE 49 REST OF ASIA-PACIFIC: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2019–2027 (USD MILLION)

TABLE 50 REST OF ASIA-PACIFIC: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2019–2027 (USD MILLION)

TABLE 51 MIDDLE EAST & AFRICA: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

TABLE 52 MIDDLE EAST & AFRICA: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2019–2027 (USD MILLION)

TABLE 53 MIDDLE EAST & AFRICA: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2019–2027 (USD MILLION)

TABLE 54 SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

TABLE 55 SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2019–2027 (USD MILLION)

TABLE 56 SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2019–2027 (USD MILLION)


LIST OF FIGURES

FIGURE 1 MARKET SYNOPSIS

FIGURE 2 RESEARCH PROCESS OF MRFR

FIGURE 3 TOP-DOWN AND BOTTOM-UP APPROACHES

FIGURE 4 GLOBAL DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

FIGURE 5 GLOBAL DIGITAL AGRICULTUREMarket, BY COMPONENTS, 2019–2027 (USD MILLION)

FIGURE 6 GLOBAL DIGITAL AGRICULTURE Market, BY DEPLOYMENT, 2019–2027 (USD MILLION)

FIGURE 7 GLOBAL DIGITAL AGRICULTURE MARKET, BY REGION, 2019–2027 (USD MILLION)

FIGURE 8 NORTH AMERICA: DIGITAL AGRICULTURE MARKET, BY COUNTRY, 2019–2027 (USD MILLION)

FIGURE 9 NORTH AMERICA: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

FIGURE 10 NORTH AMERICA: DIGITAL AGRICULTUREMARKET, BY COMPONENTS, 2019–2027 (USD MILLION)

FIGURE 11 NORTH AMERICA: DIGITAL AGRICULTUREMARKET, BY DEPLOYMENT, 2019–2027 (USD MILLION)

FIGURE 12 EUROPE: DIGITAL AGRICULTURE MARKET, BY COUNTRY, 2019–2027 (USD MILLION)

FIGURE 13 EUROPE: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

FIGURE 14 EUROPE: DIGITAL AGRICULTUREMARKET, BY COMPONENTS, 2019–2027 (USD MILLION)

FIGURE 15 EUROPE: DIGITAL AGRICULTUREMARKET, BY DEPLOYMENT, 2019–2027 (USD MILLION)

FIGURE 16 ASIA-PACIFIC: DIGITAL AGRICULTURE MARKET, BY COUNTRY, 2019–2027 (USD MILLION)

FIGURE 17 ASIA-PACIFIC: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

FIGURE 18 ASIA-PACIFIC: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2019–2027 (USD MILLION)

FIGURE 19 ASIA-PACIFIC: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2019–2027 (USD MILLION)

FIGURE 20 MIDDLE EAST &AFRICA: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

FIGURE 21 MIDDLE EAST & AFRICA: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

FIGURE 22 MIDDLE EAST & AFRICA: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2019–2027 (USD MILLION)

FIGURE 23 MIDDLE EAST & AFRICA: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2019–2027 (USD MILLION)

FIGURE 24 SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

FIGURE 25 SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY APPLICATION, 2019–2027 (USD MILLION)

FIGURE 26 SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY COMPONENTS, 2019–2027 (USD MILLION)

FIGURE 27 SOUTH AMERICA: DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT, 2019–2027 (USD MILLION)