Global Digital Farming Market By Offerings (Hardware, Solutions – Cloud based, On-Premise, Services); By Technology (Internet of Things (IoT) and Sensors, Drones, Blockchain, Artificial Intelligence, Robotics, Virtual Reality, Others); By Application (Vineyards/ Orchards, Vegetable farming – Seed Research and Development, Seed Production, Seed Processing and Tracking, Seed Distribution and Sales, Greenhouse management, Poultry Farms, Silo Management, Asset Monitoring, Feed Storage management, Others); By Deployment (Web based, App based); By Farm Size (Large Agricultural Corporations, Small/ family-owned Farms); By Region (North America (U.S., Canada, Mexico, Rest of North America), Europe (France, The UK, Spain, Germany, Italy, Denmark, Finland, Iceland, Sweden, Norway, Belgium, The Netherlands, Luxembourg, Rest of Europe), Asia Pacific (China, Japan, India, New Zealand, Australia, South Korea, Southeast Asia, Indonesia, Thailand, Malaysia, Singapore, Rest of Southeast Asia, Rest of Asia Pacific, Middle East & Africa (Saudi Arabia, UAE, Egypt, Kuwait, South Africa, Rest of Middle East & Africa) Latin America (Brazil, Argentina, Rest of Latin America)) - Global Insights, Growth, Size, Comparative Analysis, Trends and Forecast, 2023 – 2031

Report ID :AMI-1433 | Category : Information & Technology | Published Date : February, 2023 | Pages : 402 | Format :PDF

Industry Trends

Agriculture is arguably the oldest occupations on this planet and it has definitely come a long way, thanks to technology. Digital farming, more commonly known as precision agriculture or smart farming, is an approach to agriculture that uses technology to improve crop yields, reduce waste, and optimize resource use. Digital farming combines data analysis, sensor technology, and other digital tools to enable farmers to make informed decisions about crop management. Digital farming involves the use of various technologies, such as drones, GPS, sensors, and big data analytics. These technologies can be used to collect data on soil moisture, temperature, nutrient levels, and other environmental factors that can affect crop growth. The data is then analysed to provide insights into the health of crops and to identify opportunities for improvement. Courtesy of numerous factors, the global digital farming market is making massive progress.

Farmers can use this data to make more informed decisions about planting, fertilizing, irrigating, and harvesting crops. For example, a farmer may use a drone to collect images of a field and analyze the images to identify areas that are under stress or may be at risk for disease. This information can then be used to apply targeted treatments, reducing the need for broad-spectrum pesticides and fertilizers. Digital farming has the potential to improve crop yields, reduce waste, and promote sustainable agriculture. It can also help farmers to optimize resource use, reducing the environmental impact of agriculture. With the help of digital farming, farmers can make more informed decisions about crop management, resulting in a more efficient and productive agricultural system. Companies like Tata and Infosys from India are taking great interest in the farming as India is agriculture-driven nation. Huge pieces of farms are being used to reap the most out of it with the help of technology.

In terms of revenue, the global digital farming market was valued at US$ 22.7 Bn in 2022 growing at a CAGR of 13.87% over the forecast period (2023 – 2031). The study analyses the market in terms of revenue across all the major regions, which have been bifurcated into countries.

Offerings Outlook

Based on the type outlook, the global digital farming market has been segregated into hardware, solutions and services. The solutions segment is further divided into cloud based, and on-premise. The hardware segment accounts for majority of money accumulated by this market. Though the services segment is growing at a rapid rate and will soon overtake the hardware segment.

Region Outlook

On the basis of the region, the North America makes tremendous amount of money for the global digital farming market in the year 2021. Countries like the United States and Canada have witnessed huge technological advancement over the last couple of decades. This is applicable to the field of agriculture too. The farmers are more aware about technology and are leaving no stones unturned in reaping maximum out of their farms.

Competitive Landscape

The report provides both, qualitative and quantitative research of global digital farming market, as well as provides comprehensive insights and development methods adopted by the key contenders. The report also offers extensive research on the key players in this market and details on the competitiveness of these players. Key business strategies such as mergers and acquisitions (M&A), affiliations, collaborations, and contracts adopted by these major market participants are also recognized and analysed in the report. For each company, the report studies their global presence, competitors, service offerings and specification amongst others.

Competitors: Global Digital Farming Market

Accenture
Aegis Softech
BASF SE
Bayer AG
Cropin Technology Solutions Private Limited
DunavNET
Infosys Limited
ITC Infotech India Ltd.
Kheti Buddy
NETAFIM
PROLIM
Tata Consultancy Services Limited
YARA
Other Market Participants

Global Digital Farming Market:

By Offerings

Hardware
Solutions
- Cloud Based
- On-premise
Services

By Technology

Internet of Things (IoT) and Sensors
Drones
Blockchain
Artificial Intelligence
Robotics
Virtual Reality
Others

By Application

Vineyards/ Orchards
Vegetable farming
- Seed Research and Development
- Seed Production
- Seed Processing and Tracking
- Seed Distribution and Sales
Greenhouse management
Poultry Farms
Silo Management
Asset Monitoring
Feed Storage management
Others

By Deployment

Web based
App based

By Farm Size

Large Agricultural Corporations
Small/ family-owned Farms

By Region

North America (U.S., Canada, Mexico, Rest of North America)
Europe (France, The UK, Spain, Germany, Italy, Nordic Countries (Denmark, Finland, Iceland, Sweden, Norway), Benelux Union (Belgium, The Netherlands, Luxembourg), Rest of Europe
Asia Pacific (China, Japan, India, New Zealand, Australia, South Korea, Southeast Asia (Indonesia, Thailand, Malaysia, Singapore, Rest of Southeast Asia), Rest of Asia Pacific
Middle East & Africa (Saudi Arabia, UAE, Egypt, Kuwait, South Africa, Rest of Middle East & Africa)
Latin America (Brazil, Argentina, Rest of Latin America)

Table of Contents

1. Market Scope

1.1. Market Segmentation

1.2. Years Considered

1.2.1. Historic Years: 2015 - 2021

1.2.2. Base Year: 2022

1.2.3. Forecast Years: 2023 - 2031

2. Key Target Audiences

3. Research Methodology

3.1. Primary Research

3.1.1. Research Questionnaire

3.1.2. Global Percentage Breakdown

3.1.3. Primary Interviews: Key Opinion Leaders (KOLs)

3.2. Secondary Research

3.2.1. Paid Databases

3.2.2. Secondary Sources

3.3. Market Size Estimates

3.3.1. Top-Down Approach

3.3.2. Bottom-Up Approach

3.4. Data Triangulation Methodology

3.5. Research Assumptions

4. Recommendations and Insights from AMI’s Perspective**

5. Holistic Overview of Digital Farming Market

6. Market Synopsis: Digital Farming Market

7. Digital Farming Market Analysis: Qualitative Perspective

7.1. Introduction

7.1.1. Product Definition

7.1.2. Industry Development

7.2. Market Dynamics

7.2.1. Drivers

7.2.2. Restraints

7.2.3. Opportunities

7.2.4. Challenges

7.3. Trends in Digital Farming Market

7.4. Market Determinants Radar Chart

7.5. Macro-Economic and Micro-Economic Indicators: Digital Farming Market

7.6. Porter’s Five Force Analysis

7.7. Impact of Covid-19 on Digital Farming Market

8. Global Digital Farming Market Analysis and Forecasts, 2023 - 2031

8.1. Overview

8.1.1. Global Digital Farming Market Revenue (US$ Mn)

8.2. Global Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

8.2.1. Hardware

8.2.1.1. Definition

8.2.1.2. Market Estimation and Penetration, 2015 - 2022

8.2.1.3. Market Forecast, 2023 - 2031

8.2.1.4. Compound Annual Growth Rate (CAGR)

8.2.1.5. Regional Bifurcation

8.2.1.5.1. North America

8.2.1.5.1.1. Market Estimation, 2015 - 2022

8.2.1.5.1.2. Market Forecast, 2023 - 2031

8.2.1.5.2. Europe

8.2.1.5.2.1. Market Estimation, 2015 - 2022

8.2.1.5.2.2. Market Forecast, 2023 - 2031

8.2.1.5.3. Asia Pacific

8.2.1.5.3.1. Market Estimation, 2015 - 2022

8.2.1.5.3.2. Market Forecast, 2023 - 2031

8.2.1.5.4. Middle East and Africa

8.2.1.5.4.1. Market Estimation, 2015 - 2022

8.2.1.5.4.2. Market Forecast, 2023 - 2031

8.2.1.5.5. Latin America

8.2.1.5.5.1. Market Estimation, 2015 - 2022

8.2.1.5.5.2. Market Forecast, 2023 - 2031

8.2.2. Solutions (Definition, Market Estimation and Penetration, 2015 - 2022, Market Estimation (2015 - 2022), Market Forecast (2023 - 2031), Compound Annual Growth Rate (CAGR), Regional Bifurcation (North America, Europe, Asia Pacific, Middle East and Africa, Latin America) and Information on Cloud based , On-premise )

8.2.2.1. Cloud based

8.2.2.2. On-premise

8.2.3. Services

8.2.3.1. Definition

8.2.3.2. Market Estimation and Penetration, 2015 - 2022

8.2.3.3. Market Forecast, 2023 - 2031

8.2.3.4. Compound Annual Growth Rate (CAGR)

8.2.3.5. Regional Bifurcation

8.2.3.5.1. North America

8.2.3.5.1.1. Market Estimation, 2015 - 2022

8.2.3.5.1.2. Market Forecast, 2023 - 2031

8.2.3.5.2. Europe

8.2.3.5.2.1. Market Estimation, 2015 - 2022

8.2.3.5.2.2. Market Forecast, 2023 - 2031

8.2.3.5.3. Asia Pacific

8.2.3.5.3.1. Market Estimation, 2015 - 2022

8.2.3.5.3.2. Market Forecast, 2023 - 2031

8.2.3.5.4. Middle East and Africa

8.2.3.5.4.1. Market Estimation, 2015 - 2022

8.2.3.5.4.2. Market Forecast, 2023 - 2031

8.2.3.5.5. Latin America

8.2.3.5.5.1. Market Estimation, 2015 - 2022

8.2.3.5.5.2. Market Forecast, 2023 - 2031

8.3. Key Segment for Channeling Investments

8.3.1. By Offerings

9. Global Digital Farming Market Analysis and Forecasts, 2023 - 2031

9.1. Overview

9.2. Global Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

9.2.1. Internet of Things (IoT) and Sensors

9.2.1.1. Definition

9.2.1.2. Market Estimation and Penetration, 2015 - 2022

9.2.1.3. Market Forecast, 2023 - 2031

9.2.1.4. Compound Annual Growth Rate (CAGR)

9.2.1.5. Regional Bifurcation

9.2.1.5.1. North America

9.2.1.5.1.1. Market Estimation, 2015 - 2022

9.2.1.5.1.2. Market Forecast, 2023 - 2031

9.2.1.5.2. Europe

9.2.1.5.2.1. Market Estimation, 2015 - 2022

9.2.1.5.2.2. Market Forecast, 2023 - 2031

9.2.1.5.3. Asia Pacific

9.2.1.5.3.1. Market Estimation, 2015 - 2022

9.2.1.5.3.2. Market Forecast, 2023 - 2031

9.2.1.5.4. Middle East and Africa

9.2.1.5.4.1. Market Estimation, 2015 - 2022

9.2.1.5.4.2. Market Forecast, 2023 - 2031

9.2.1.5.5. Latin America

9.2.1.5.5.1. Market Estimation, 2015 - 2022

9.2.1.5.5.2. Market Forecast, 2023 - 2031

9.2.2. Drones

9.2.2.1. Definition

9.2.2.2. Market Estimation and Penetration, 2015 - 2022

9.2.2.3. Market Forecast, 2023 - 2031

9.2.2.4. Compound Annual Growth Rate (CAGR)

9.2.2.5. Regional Bifurcation

9.2.2.5.1. North America

9.2.2.5.1.1. Market Estimation, 2015 - 2022

9.2.2.5.1.2. Market Forecast, 2023 - 2031

9.2.2.5.2. Europe

9.2.2.5.2.1. Market Estimation, 2015 - 2022

9.2.2.5.2.2. Market Forecast, 2023 - 2031

9.2.2.5.3. Asia Pacific

9.2.2.5.3.1. Market Estimation, 2015 - 2022

9.2.2.5.3.2. Market Forecast, 2023 - 2031

9.2.2.5.4. Middle East and Africa

9.2.2.5.4.1. Market Estimation, 2015 - 2022

9.2.2.5.4.2. Market Forecast, 2023 - 2031

9.2.2.5.5. Latin America

9.2.2.5.5.1. Market Estimation, 2015 - 2022

9.2.2.5.5.2. Market Forecast, 2023 - 2031

9.2.3. Blockchain

9.2.3.1. Definition

9.2.3.2. Market Estimation and Penetration, 2015 - 2022

9.2.3.3. Market Forecast, 2023 - 2031

9.2.3.4. Compound Annual Growth Rate (CAGR)

9.2.3.5. Regional Bifurcation

9.2.3.5.1. North America

9.2.3.5.1.1. Market Estimation, 2015 - 2022

9.2.3.5.1.2. Market Forecast, 2023 - 2031

9.2.3.5.2. Europe

9.2.3.5.2.1. Market Estimation, 2015 - 2022

9.2.3.5.2.2. Market Forecast, 2023 - 2031

9.2.3.5.3. Asia Pacific

9.2.3.5.3.1. Market Estimation, 2015 - 2022

9.2.3.5.3.2. Market Forecast, 2023 - 2031

9.2.3.5.4. Middle East and Africa

9.2.3.5.4.1. Market Estimation, 2015 - 2022

9.2.3.5.4.2. Market Forecast, 2023 - 2031

9.2.3.5.5. Latin America

9.2.3.5.5.1. Market Estimation, 2015 - 2022

9.2.3.5.5.2. Market Forecast, 2023 - 2031

9.2.4. Artificial Intelligence

9.2.4.1. Definition

9.2.4.2. Market Estimation and Penetration, 2015 - 2022

9.2.4.3. Market Forecast, 2023 - 2031

9.2.4.4. Compound Annual Growth Rate (CAGR)

9.2.4.5. Regional Bifurcation

9.2.4.5.1. North America

9.2.4.5.1.1. Market Estimation, 2015 - 2022

9.2.4.5.1.2. Market Forecast, 2023 - 2031

9.2.4.5.2. Europe

9.2.4.5.2.1. Market Estimation, 2015 - 2022

9.2.4.5.2.2. Market Forecast, 2023 - 2031

9.2.4.5.3. Asia Pacific

9.2.4.5.3.1. Market Estimation, 2015 - 2022

9.2.4.5.3.2. Market Forecast, 2023 - 2031

9.2.4.5.4. Middle East and Africa

9.2.4.5.4.1. Market Estimation, 2015 - 2022

9.2.4.5.4.2. Market Forecast, 2023 - 2031

9.2.4.5.5. Latin America

9.2.4.5.5.1. Market Estimation, 2015 - 2022

9.2.4.5.5.2. Market Forecast, 2023 - 2031

9.2.5. Robotics

9.2.5.1. Definition

9.2.5.2. Market Estimation and Penetration, 2015 - 2022

9.2.5.3. Market Forecast, 2023 - 2031

9.2.5.4. Compound Annual Growth Rate (CAGR)

9.2.5.5. Regional Bifurcation

9.2.5.5.1. North America

9.2.5.5.1.1. Market Estimation, 2015 - 2022

9.2.5.5.1.2. Market Forecast, 2023 - 2031

9.2.5.5.2. Europe

9.2.5.5.2.1. Market Estimation, 2015 - 2022

9.2.5.5.2.2. Market Forecast, 2023 - 2031

9.2.5.5.3. Asia Pacific

9.2.5.5.3.1. Market Estimation, 2015 - 2022

9.2.5.5.3.2. Market Forecast, 2023 - 2031

9.2.5.5.4. Middle East and Africa

9.2.5.5.4.1. Market Estimation, 2015 - 2022

9.2.5.5.4.2. Market Forecast, 2023 - 2031

9.2.5.5.5. Latin America

9.2.5.5.5.1. Market Estimation, 2015 - 2022

9.2.5.5.5.2. Market Forecast, 2023 - 2031

9.2.6. Virtual Reality

9.2.6.1. Definition

9.2.6.2. Market Estimation and Penetration, 2015 - 2022

9.2.6.3. Market Forecast, 2023 - 2031

9.2.6.4. Compound Annual Growth Rate (CAGR)

9.2.6.5. Regional Bifurcation

9.2.6.5.1. North America

9.2.6.5.1.1. Market Estimation, 2015 - 2022

9.2.6.5.1.2. Market Forecast, 2023 - 2031

9.2.6.5.2. Europe

9.2.6.5.2.1. Market Estimation, 2015 - 2022

9.2.6.5.2.2. Market Forecast, 2023 - 2031

9.2.6.5.3. Asia Pacific

9.2.6.5.3.1. Market Estimation, 2015 - 2022

9.2.6.5.3.2. Market Forecast, 2023 - 2031

9.2.6.5.4. Middle East and Africa

9.2.6.5.4.1. Market Estimation, 2015 - 2022

9.2.6.5.4.2. Market Forecast, 2023 - 2031

9.2.6.5.5. Latin America

9.2.6.5.5.1. Market Estimation, 2015 - 2022

9.2.6.5.5.2. Market Forecast, 2023 - 2031

9.2.7. Others

9.2.7.1. Definition

9.2.7.2. Market Estimation and Penetration, 2015 - 2022

9.2.7.3. Market Forecast, 2023 - 2031

9.2.7.4. Compound Annual Growth Rate (CAGR)

9.2.7.5. Regional Bifurcation

9.2.7.5.1. North America

9.2.7.5.1.1. Market Estimation, 2015 - 2022

9.2.7.5.1.2. Market Forecast, 2023 - 2031

9.2.7.5.2. Europe

9.2.7.5.2.1. Market Estimation, 2015 - 2022

9.2.7.5.2.2. Market Forecast, 2023 - 2031

9.2.7.5.3. Asia Pacific

9.2.7.5.3.1. Market Estimation, 2015 - 2022

9.2.7.5.3.2. Market Forecast, 2023 - 2031

9.2.7.5.4. Middle East and Africa

9.2.7.5.4.1. Market Estimation, 2015 - 2022

9.2.7.5.4.2. Market Forecast, 2023 - 2031

9.2.7.5.5. Latin America

9.2.7.5.5.1. Market Estimation, 2015 - 2022

9.2.7.5.5.2. Market Forecast, 2023 - 2031

9.3. Key Segment for Channeling Investments

9.3.1. By Technology

10. Global Digital Farming Market Analysis and Forecasts, 2023 - 2031

10.1. Overview

10.2. Global Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

10.2.1. Vineyards/Orchards

10.2.1.1. Definition

10.2.1.2. Market Estimation and Penetration, 2015 - 2022

10.2.1.3. Market Forecast, 2023 - 2031

10.2.1.4. Compound Annual Growth Rate (CAGR)

10.2.1.5. Regional Bifurcation

10.2.1.5.1. North America

10.2.1.5.1.1. Market Estimation, 2015 - 2022

10.2.1.5.1.2. Market Forecast, 2023 - 2031

10.2.1.5.2. Europe

10.2.1.5.2.1. Market Estimation, 2015 - 2022

10.2.1.5.2.2. Market Forecast, 2023 - 2031

10.2.1.5.3. Asia Pacific

10.2.1.5.3.1. Market Estimation, 2015 - 2022

10.2.1.5.3.2. Market Forecast, 2023 - 2031

10.2.1.5.4. Middle East and Africa

10.2.1.5.4.1. Market Estimation, 2015 - 2022

10.2.1.5.4.2. Market Forecast, 2023 - 2031

10.2.1.5.5. Latin America

10.2.1.5.5.1. Market Estimation, 2015 - 2022

10.2.1.5.5.2. Market Forecast, 2023 - 2031

10.2.2. Vegetable farming (Definition, Market Estimation and Penetration, 2015 - 2022, Market Estimation (2015 - 2022), Market Forecast (2023 - 2031), Compound Annual Growth Rate (CAGR), Regional Bifurcation (North America, Europe, Asia Pacific, Middle East and Africa, Latin America) and Information on Seed Research and Development, Seed Production, Seed Processing and Tracking, Seed Distribution and Sales)

10.2.2.1. Seed Research and Development

10.2.2.2. Seed Production

10.2.2.3. Seed Processing and Tracking

10.2.2.4. Seed Distribution and Sales

10.2.3. Greenhouse management

10.2.3.1. Definition

10.2.3.2. Market Estimation and Penetration, 2015 - 2022

10.2.3.3. Market Forecast, 2023 - 2031

10.2.3.4. Compound Annual Growth Rate (CAGR)

10.2.3.5. Regional Bifurcation

10.2.3.5.1. North America

10.2.3.5.1.1. Market Estimation, 2015 - 2022

10.2.3.5.1.2. Market Forecast, 2023 - 2031

10.2.3.5.2. Europe

10.2.3.5.2.1. Market Estimation, 2015 - 2022

10.2.3.5.2.2. Market Forecast, 2023 - 2031

10.2.3.5.3. Asia Pacific

10.2.3.5.3.1. Market Estimation, 2015 - 2022

10.2.3.5.3.2. Market Forecast, 2023 - 2031

10.2.3.5.4. Middle East and Africa

10.2.3.5.4.1. Market Estimation, 2015 - 2022

10.2.3.5.4.2. Market Forecast, 2023 - 2031

10.2.3.5.5. Latin America

10.2.3.5.5.1. Market Estimation, 2015 - 2022

10.2.3.5.5.2. Market Forecast, 2023 - 2031

10.2.4. Poultry Farms

10.2.4.1. Definition

10.2.4.2. Market Estimation and Penetration, 2015 - 2022

10.2.4.3. Market Forecast, 2023 - 2031

10.2.4.4. Compound Annual Growth Rate (CAGR)

10.2.4.5. Regional Bifurcation

10.2.4.5.1. North America

10.2.4.5.1.1. Market Estimation, 2015 - 2022

10.2.4.5.1.2. Market Forecast, 2023 - 2031

10.2.4.5.2. Europe

10.2.4.5.2.1. Market Estimation, 2015 - 2022

10.2.4.5.2.2. Market Forecast, 2023 - 2031

10.2.4.5.3. Asia Pacific

10.2.4.5.3.1. Market Estimation, 2015 - 2022

10.2.4.5.3.2. Market Forecast, 2023 - 2031

10.2.4.5.4. Middle East and Africa

10.2.4.5.4.1. Market Estimation, 2015 - 2022

10.2.4.5.4.2. Market Forecast, 2023 - 2031

10.2.4.5.5. Latin America

10.2.4.5.5.1. Market Estimation, 2015 - 2022

10.2.4.5.5.2. Market Forecast, 2023 - 2031

10.2.5. Silo Management

10.2.5.1. Definition

10.2.5.2. Market Estimation and Penetration, 2015 - 2022

10.2.5.3. Market Forecast, 2023 - 2031

10.2.5.4. Compound Annual Growth Rate (CAGR)

10.2.5.5. Regional Bifurcation

10.2.5.5.1. North America

10.2.5.5.1.1. Market Estimation, 2015 - 2022

10.2.5.5.1.2. Market Forecast, 2023 - 2031

10.2.5.5.2. Europe

10.2.5.5.2.1. Market Estimation, 2015 - 2022

10.2.5.5.2.2. Market Forecast, 2023 - 2031

10.2.5.5.3. Asia Pacific

10.2.5.5.3.1. Market Estimation, 2015 - 2022

10.2.5.5.3.2. Market Forecast, 2023 - 2031

10.2.5.5.4. Middle East and Africa

10.2.5.5.4.1. Market Estimation, 2015 - 2022

10.2.5.5.4.2. Market Forecast, 2023 - 2031

10.2.5.5.5. Latin America

10.2.5.5.5.1. Market Estimation, 2015 - 2022

10.2.5.5.5.2. Market Forecast, 2023 - 2031

10.2.6. Asset Monitoring

10.2.6.1. Definition

10.2.6.2. Market Estimation and Penetration, 2015 - 2022

10.2.6.3. Market Forecast, 2023 - 2031

10.2.6.4. Compound Annual Growth Rate (CAGR)

10.2.6.5. Regional Bifurcation

10.2.6.5.1. North America

10.2.6.5.1.1. Market Estimation, 2015 - 2022

10.2.6.5.1.2. Market Forecast, 2023 - 2031

10.2.6.5.2. Europe

10.2.6.5.2.1. Market Estimation, 2015 - 2022

10.2.6.5.2.2. Market Forecast, 2023 - 2031

10.2.6.5.3. Asia Pacific

10.2.6.5.3.1. Market Estimation, 2015 - 2022

10.2.6.5.3.2. Market Forecast, 2023 - 2031

10.2.6.5.4. Middle East and Africa

10.2.6.5.4.1. Market Estimation, 2015 - 2022

10.2.6.5.4.2. Market Forecast, 2023 - 2031

10.2.6.5.5. Latin America

10.2.6.5.5.1. Market Estimation, 2015 - 2022

10.2.6.5.5.2. Market Forecast, 2023 - 2031

10.2.7. Feed Storage Management

10.2.7.1. Definition

10.2.7.2. Market Estimation and Penetration, 2015 - 2022

10.2.7.3. Market Forecast, 2023 - 2031

10.2.7.4. Compound Annual Growth Rate (CAGR)

10.2.7.5. Regional Bifurcation

10.2.7.5.1. North America

10.2.7.5.1.1. Market Estimation, 2015 - 2022

10.2.7.5.1.2. Market Forecast, 2023 - 2031

10.2.7.5.2. Europe

10.2.7.5.2.1. Market Estimation, 2015 - 2022

10.2.7.5.2.2. Market Forecast, 2023 - 2031

10.2.7.5.3. Asia Pacific

10.2.7.5.3.1. Market Estimation, 2015 - 2022

10.2.7.5.3.2. Market Forecast, 2023 - 2031

10.2.7.5.4. Middle East and Africa

10.2.7.5.4.1. Market Estimation, 2015 - 2022

10.2.7.5.4.2. Market Forecast, 2023 - 2031

10.2.7.5.5. Latin America

10.2.7.5.5.1. Market Estimation, 2015 - 2022

10.2.7.5.5.2. Market Forecast, 2023 - 2031

10.2.8. Others

10.2.8.1. Definition

10.2.8.2. Market Estimation and Penetration, 2015 - 2022

10.2.8.3. Market Forecast, 2023 - 2031

10.2.8.4. Compound Annual Growth Rate (CAGR)

10.2.8.5. Regional Bifurcation

10.2.8.5.1. North America

10.2.8.5.1.1. Market Estimation, 2015 - 2022

10.2.8.5.1.2. Market Forecast, 2023 - 2031

10.2.8.5.2. Europe

10.2.8.5.2.1. Market Estimation, 2015 - 2022

10.2.8.5.2.2. Market Forecast, 2023 - 2031

10.2.8.5.3. Asia Pacific

10.2.8.5.3.1. Market Estimation, 2015 - 2022

10.2.8.5.3.2. Market Forecast, 2023 - 2031

10.2.8.5.4. Middle East and Africa

10.2.8.5.4.1. Market Estimation, 2015 - 2022

10.2.8.5.4.2. Market Forecast, 2023 - 2031

10.2.8.5.5. Latin America

10.2.8.5.5.1. Market Estimation, 2015 - 2022

10.2.8.5.5.2. Market Forecast, 2023 - 2031

10.3. Key Segment for Channeling Investments

10.3.1. By Application

11. Global Digital Farming Market Analysis and Forecasts, 2023 - 2031

11.1. Overview

11.2. Global Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

11.2.1. Web based

11.2.1.1. Definition

11.2.1.2. Market Estimation and Penetration, 2015 - 2022

11.2.1.3. Market Forecast, 2023 - 2031

11.2.1.4. Compound Annual Growth Rate (CAGR)

11.2.1.5. Regional Bifurcation

11.2.1.5.1. North America

11.2.1.5.1.1. Market Estimation, 2015 - 2022

11.2.1.5.1.2. Market Forecast, 2023 - 2031

11.2.1.5.2. Europe

11.2.1.5.2.1. Market Estimation, 2015 - 2022

11.2.1.5.2.2. Market Forecast, 2023 - 2031

11.2.1.5.3. Asia Pacific

11.2.1.5.3.1. Market Estimation, 2015 - 2022

11.2.1.5.3.2. Market Forecast, 2023 - 2031

11.2.1.5.4. Middle East and Africa

11.2.1.5.4.1. Market Estimation, 2015 - 2022

11.2.1.5.4.2. Market Forecast, 2023 - 2031

11.2.1.5.5. Latin America

11.2.1.5.5.1. Market Estimation, 2015 - 2022

11.2.1.5.5.2. Market Forecast, 2023 - 2031

11.2.2. App based

11.2.2.1. Definition

11.2.2.2. Market Estimation and Penetration, 2015 - 2022

11.2.2.3. Market Forecast, 2023 - 2031

11.2.2.4. Compound Annual Growth Rate (CAGR)

11.2.2.5. Regional Bifurcation

11.2.2.5.1. North America

11.2.2.5.1.1. Market Estimation, 2015 - 2022

11.2.2.5.1.2. Market Forecast, 2023 - 2031

11.2.2.5.2. Europe

11.2.2.5.2.1. Market Estimation, 2015 - 2022

11.2.2.5.2.2. Market Forecast, 2023 - 2031

11.2.2.5.3. Asia Pacific

11.2.2.5.3.1. Market Estimation, 2015 - 2022

11.2.2.5.3.2. Market Forecast, 2023 - 2031

11.2.2.5.4. Middle East and Africa

11.2.2.5.4.1. Market Estimation, 2015 - 2022

11.2.2.5.4.2. Market Forecast, 2023 - 2031

11.2.2.5.5. Latin America

11.2.2.5.5.1. Market Estimation, 2015 - 2022

11.2.2.5.5.2. Market Forecast, 2023 - 2031

11.3. Key Segment for Channeling Investments

11.3.1. By Deployment

12. Global Digital Farming Market Analysis and Forecasts, 2023 - 2031

12.1. Overview

12.2. Global Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

12.2.1. Large Agricultural Corporations

12.2.1.1. Definition

12.2.1.2. Market Estimation and Penetration, 2015 - 2022

12.2.1.3. Market Forecast, 2023 - 2031

12.2.1.4. Compound Annual Growth Rate (CAGR)

12.2.1.5. Regional Bifurcation

12.2.1.5.1. North America

12.2.1.5.1.1. Market Estimation, 2015 - 2022

12.2.1.5.1.2. Market Forecast, 2023 - 2031

12.2.1.5.2. Europe

12.2.1.5.2.1. Market Estimation, 2015 - 2022

12.2.1.5.2.2. Market Forecast, 2023 - 2031

12.2.1.5.3. Asia Pacific

12.2.1.5.3.1. Market Estimation, 2015 - 2022

12.2.1.5.3.2. Market Forecast, 2023 - 2031

12.2.1.5.4. Middle East and Africa

12.2.1.5.4.1. Market Estimation, 2015 - 2022

12.2.1.5.4.2. Market Forecast, 2023 - 2031

12.2.1.5.5. Latin America

12.2.1.5.5.1. Market Estimation, 2015 - 2022

12.2.1.5.5.2. Market Forecast, 2023 - 2031

12.2.2. Small/Family-Owned Farms

12.2.2.1. Definition

12.2.2.2. Market Estimation and Penetration, 2015 - 2022

12.2.2.3. Market Forecast, 2023 - 2031

12.2.2.4. Compound Annual Growth Rate (CAGR)

12.2.2.5. Regional Bifurcation

12.2.2.5.1. North America

12.2.2.5.1.1. Market Estimation, 2015 - 2022

12.2.2.5.1.2. Market Forecast, 2023 - 2031

12.2.2.5.2. Europe

12.2.2.5.2.1. Market Estimation, 2015 - 2022

12.2.2.5.2.2. Market Forecast, 2023 - 2031

12.2.2.5.3. Asia Pacific

12.2.2.5.3.1. Market Estimation, 2015 - 2022

12.2.2.5.3.2. Market Forecast, 2023 - 2031

12.2.2.5.4. Middle East and Africa

12.2.2.5.4.1. Market Estimation, 2015 - 2022

12.2.2.5.4.2. Market Forecast, 2023 - 2031

12.2.2.5.5. Latin America

12.2.2.5.5.1. Market Estimation, 2015 - 2022

12.2.2.5.5.2. Market Forecast, 2023 - 2031

12.3. Key Segment for Channeling Investments

12.3.1. By Farm Size

13. North America Digital Farming Market Analysis and Forecasts, 2023 - 2031

13.1. Overview

13.1.1. North America Digital Farming Market Revenue (US$ Mn)

13.2. North America Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

13.2.1. Hardware

13.2.2. Solutions

13.2.2.1. Cloud based

13.2.2.2. On-premise

13.2.3. Services

13.3. North America Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

13.3.1. Internet of Things (IoT) and Sensors

13.3.2. Drones

13.3.3. Blockchain

13.3.4. Artificial Intelligence

13.3.5. Robotics

13.3.6. Virtual Reality

13.3.7. Others

13.4. North America Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

13.4.1. Vineyards/Orchards

13.4.2. Vegetable farming

13.4.2.1. Seed Research and Development

13.4.2.2. Seed Production

13.4.2.3. Seed Processing and Tracking

13.4.2.4. Seed Distribution and Sales

13.4.3. Greenhouse management

13.4.4. Poultry Farms

13.4.5. Silo Management

13.4.6. Asset Monitoring

13.4.7. Feed Storage Management

13.4.8. Others

13.5. North America Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

13.5.1. Web based

13.5.2. App based

13.6. North America Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

13.6.1. Large Agricultural Corporations

13.6.2. Small/Family-Owned Farms

13.7. North America Digital Farming Market Revenue (US$ Mn) and Forecasts, By Country

13.7.1. U.S

13.7.1.1. U.S Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

13.7.1.1.1. Hardware

13.7.1.1.2. Solutions

13.7.1.1.2.1. Cloud based

13.7.1.1.2.2. On-premise

13.7.1.1.3. Services

13.7.1.2. U.S Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

13.7.1.2.1. Internet of Things (IoT) and Sensors

13.7.1.2.2. Drones

13.7.1.2.3. Blockchain

13.7.1.2.4. Artificial Intelligence

13.7.1.2.5. Robotics

13.7.1.2.6. Virtual Reality

13.7.1.2.7. Others

13.7.1.3. U.S Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

13.7.1.3.1. Vineyards/Orchards

13.7.1.3.2. Vegetable farming

13.7.1.3.2.1. Seed Research and Development

13.7.1.3.2.2. Seed Production

13.7.1.3.2.3. Seed Processing and Tracking

13.7.1.3.2.4. Seed Distribution and Sales

13.7.1.3.3. Greenhouse management

13.7.1.3.4. Poultry Farms

13.7.1.3.5. Silo Management

13.7.1.3.6. Asset Monitoring

13.7.1.3.7. Feed Storage Management

13.7.1.3.8. Others

13.7.1.4. U.S Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

13.7.1.4.1. Web based

13.7.1.4.2. App based

13.7.1.5. U.S Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

13.7.1.5.1. Large Agricultural Corporations

13.7.1.5.2. Small/Family-Owned Farms

13.7.2. Canada

13.7.2.1. Canada Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

13.7.2.1.1. Hardware

13.7.2.1.2. Solutions

13.7.2.1.2.1. Cloud based

13.7.2.1.2.2. On-premise

13.7.2.1.3. Services

13.7.2.2. Canada Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

13.7.2.2.1. Internet of Things (IoT) and Sensors

13.7.2.2.2. Drones

13.7.2.2.3. Blockchain

13.7.2.2.4. Artificial Intelligence

13.7.2.2.5. Robotics

13.7.2.2.6. Virtual Reality

13.7.2.2.7. Others

13.7.2.3. Canada Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

13.7.2.3.1. Vineyards/Orchards

13.7.2.3.2. Vegetable farming

13.7.2.3.2.1. Seed Research and Development

13.7.2.3.2.2. Seed Production

13.7.2.3.2.3. Seed Processing and Tracking

13.7.2.3.2.4. Seed Distribution and Sales

13.7.2.3.3. Greenhouse management

13.7.2.3.4. Poultry Farms

13.7.2.3.5. Silo Management

13.7.2.3.6. Asset Monitoring

13.7.2.3.7. Feed Storage Management

13.7.2.3.8. Others

13.7.2.4. Canada Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

13.7.2.4.1. Web based

13.7.2.4.2. App based

13.7.2.5. Canada Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

13.7.2.5.1. Large Agricultural Corporations

13.7.2.5.2. Small/Family-Owned Farms

13.7.3. Mexico

13.7.3.1. Mexico Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

13.7.3.1.1. Hardware

13.7.3.1.2. Solutions

13.7.3.1.2.1. Cloud based

13.7.3.1.2.2. On-premise

13.7.3.1.3. Services

13.7.3.2. Mexico Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

13.7.3.2.1. Internet of Things (IoT) and Sensors

13.7.3.2.2. Drones

13.7.3.2.3. Blockchain

13.7.3.2.4. Artificial Intelligence

13.7.3.2.5. Robotics

13.7.3.2.6. Virtual Reality

13.7.3.2.7. Others

13.7.3.3. Mexico Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

13.7.3.3.1. Vineyards/Orchards

13.7.3.3.2. Vegetable farming

13.7.3.3.2.1. Seed Research and Development

13.7.3.3.2.2. Seed Production

13.7.3.3.2.3. Seed Processing and Tracking

13.7.3.3.2.4. Seed Distribution and Sales

13.7.3.3.3. Greenhouse management

13.7.3.3.4. Poultry Farms

13.7.3.3.5. Silo Management

13.7.3.3.6. Asset Monitoring

13.7.3.3.7. Feed Storage Management

13.7.3.3.8. Others

13.7.3.4. Mexico Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

13.7.3.4.1. Web based

13.7.3.4.2. App based

13.7.3.5. Mexico Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

13.7.3.5.1. Large Agricultural Corporations

13.7.3.5.2. Small/Family-Owned Farms

13.7.4. Rest of North America

13.7.4.1. Rest of North America Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

13.7.4.1.1. Hardware

13.7.4.1.2. Solutions

13.7.4.1.2.1. Cloud based

13.7.4.1.2.2. On-premise

13.7.4.1.3. Services

13.7.4.2. Rest of North America Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

13.7.4.2.1. Internet of Things (IoT) and Sensors

13.7.4.2.2. Drones

13.7.4.2.3. Blockchain

13.7.4.2.4. Artificial Intelligence

13.7.4.2.5. Robotics

13.7.4.2.6. Virtual Reality

13.7.4.2.7. Others

13.7.4.3. Rest of North America Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

13.7.4.3.1. Vineyards/Orchards

13.7.4.3.2. Vegetable farming

13.7.4.3.2.1. Seed Research and Development

13.7.4.3.2.2. Seed Production

13.7.4.3.2.3. Seed Processing and Tracking

13.7.4.3.2.4. Seed Distribution and Sales

13.7.4.3.3. Greenhouse management

13.7.4.3.4. Poultry Farms

13.7.4.3.5. Silo Management

13.7.4.3.6. Asset Monitoring

13.7.4.3.7. Feed Storage Management

13.7.4.3.8. Others

13.7.4.4. Rest of North America Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

13.7.4.4.1. Web based

13.7.4.4.2. App based

13.7.4.5. Rest of North America Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

13.7.4.5.1. Large Agricultural Corporations

13.7.4.5.2. Small/Family-Owned Farms

13.8. Key Segment for Channeling Investments

13.8.1. By Country

13.8.2. By Offerings

13.8.3. By Technology

13.8.4. By Application

13.8.5. By Deployment

13.8.6. By Farm Size

14. Europe Digital Farming Market Analysis and Forecasts, 2023 - 2031

14.1. Overview

14.1.1. Europe Digital Farming Market Revenue (US$ Mn)

14.2. Europe Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

14.2.1. Hardware

14.2.2. Solutions

14.2.2.1. Cloud based

14.2.2.2. On-premise

14.2.3. Services

14.3. Europe Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

14.3.1. Internet of Things (IoT) and Sensors

14.3.2. Drones

14.3.3. Blockchain

14.3.4. Artificial Intelligence

14.3.5. Robotics

14.3.6. Virtual Reality

14.3.7. Others

14.4. Europe Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

14.4.1. Vineyards/Orchards

14.4.2. Vegetable farming

14.4.2.1. Seed Research and Development

14.4.2.2. Seed Production

14.4.2.3. Seed Processing and Tracking

14.4.2.4. Seed Distribution and Sales

14.4.3. Greenhouse management

14.4.4. Poultry Farms

14.4.5. Silo Management

14.4.6. Asset Monitoring

14.4.7. Feed Storage Management

14.4.8. Others

14.5. Europe Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

14.5.1. Web based

14.5.2. App based

14.6. Europe Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

14.6.1. Large Agricultural Corporations

14.6.2. Small/Family-Owned Farms

14.7. Europe Digital Farming Market Revenue (US$ Mn) and Forecasts, By Country

14.7.1. France

14.7.1.1. France Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

14.7.1.1.1. Hardware

14.7.1.1.2. Solutions

14.7.1.1.2.1. Cloud based

14.7.1.1.2.2. On-premise

14.7.1.1.3. Services

14.7.1.2. France Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

14.7.1.2.1. Internet of Things (IoT) and Sensors

14.7.1.2.2. Drones

14.7.1.2.3. Blockchain

14.7.1.2.4. Artificial Intelligence

14.7.1.2.5. Robotics

14.7.1.2.6. Virtual Reality

14.7.1.2.7. Others

14.7.1.3. France Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

14.7.1.3.1. Vineyards/Orchards

14.7.1.3.2. Vegetable farming

14.7.1.3.2.1. Seed Research and Development

14.7.1.3.2.2. Seed Production

14.7.1.3.2.3. Seed Processing and Tracking

14.7.1.3.2.4. Seed Distribution and Sales

14.7.1.3.3. Greenhouse management

14.7.1.3.4. Poultry Farms

14.7.1.3.5. Silo Management

14.7.1.3.6. Asset Monitoring

14.7.1.3.7. Feed Storage Management

14.7.1.3.8. Others

14.7.1.4. France Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

14.7.1.4.1. Web based

14.7.1.4.2. App based

14.7.1.5. France Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

14.7.1.5.1. Large Agricultural Corporations

14.7.1.5.2. Small/Family-Owned Farms

14.7.2. The UK

14.7.2.1. The UK Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

14.7.2.1.1. Hardware

14.7.2.1.2. Solutions

14.7.2.1.2.1. Cloud based

14.7.2.1.2.2. On-premise

14.7.2.1.3. Services

14.7.2.2. The UK Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

14.7.2.2.1. Internet of Things (IoT) and Sensors

14.7.2.2.2. Drones

14.7.2.2.3. Blockchain

14.7.2.2.4. Artificial Intelligence

14.7.2.2.5. Robotics

14.7.2.2.6. Virtual Reality

14.7.2.2.7. Others

14.7.2.3. The UK Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

14.7.2.3.1. Vineyards/Orchards

14.7.2.3.2. Vegetable farming

14.7.2.3.2.1. Seed Research and Development

14.7.2.3.2.2. Seed Production

14.7.2.3.2.3. Seed Processing and Tracking

14.7.2.3.2.4. Seed Distribution and Sales

14.7.2.3.3. Greenhouse management

14.7.2.3.4. Poultry Farms

14.7.2.3.5. Silo Management

14.7.2.3.6. Asset Monitoring

14.7.2.3.7. Feed Storage Management

14.7.2.3.8. Others

14.7.2.4. The UK Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

14.7.2.4.1. Web based

14.7.2.4.2. App based

14.7.2.5. The UK Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

14.7.2.5.1. Large Agricultural Corporations

14.7.2.5.2. Small/Family-Owned Farms

14.7.3. Spain

14.7.3.1. Spain Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

14.7.3.1.1. Hardware

14.7.3.1.2. Solutions

14.7.3.1.2.1. Cloud based

14.7.3.1.2.2. On-premise

14.7.3.1.3. Services

14.7.3.2. Spain Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

14.7.3.2.1. Internet of Things (IoT) and Sensors

14.7.3.2.2. Drones

14.7.3.2.3. Blockchain

14.7.3.2.4. Artificial Intelligence

14.7.3.2.5. Robotics

14.7.3.2.6. Virtual Reality

14.7.3.2.7. Others

14.7.3.3. Spain Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

14.7.3.3.1. Vineyards/Orchards

14.7.3.3.2. Vegetable farming

14.7.3.3.2.1. Seed Research and Development

14.7.3.3.2.2. Seed Production

14.7.3.3.2.3. Seed Processing and Tracking

14.7.3.3.2.4. Seed Distribution and Sales

14.7.3.3.3. Greenhouse management

14.7.3.3.4. Poultry Farms

14.7.3.3.5. Silo Management

14.7.3.3.6. Asset Monitoring

14.7.3.3.7. Feed Storage Management

14.7.3.3.8. Others

14.7.3.4. Spain Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

14.7.3.4.1. Web based

14.7.3.4.2. App based

14.7.3.5. Spain Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

14.7.3.5.1. Large Agricultural Corporations

14.7.3.5.2. Small/Family-Owned Farms

14.7.4. Germany

14.7.4.1. Germany Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

14.7.4.1.1. Hardware

14.7.4.1.2. Solutions

14.7.4.1.2.1. Cloud based

14.7.4.1.2.2. On-premise

14.7.4.1.3. Services

14.7.4.2. Germany Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

14.7.4.2.1. Internet of Things (IoT) and Sensors

14.7.4.2.2. Drones

14.7.4.2.3. Blockchain

14.7.4.2.4. Artificial Intelligence

14.7.4.2.5. Robotics

14.7.4.2.6. Virtual Reality

14.7.4.2.7. Others

14.7.4.3. Germany Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

14.7.4.3.1. Vineyards/Orchards

14.7.4.3.2. Vegetable farming

14.7.4.3.2.1. Seed Research and Development

14.7.4.3.2.2. Seed Production

14.7.4.3.2.3. Seed Processing and Tracking

14.7.4.3.2.4. Seed Distribution and Sales

14.7.4.3.3. Greenhouse management

14.7.4.3.4. Poultry Farms

14.7.4.3.5. Silo Management

14.7.4.3.6. Asset Monitoring

14.7.4.3.7. Feed Storage Management

14.7.4.3.8. Others

14.7.4.4. Germany Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

14.7.4.4.1. Web based

14.7.4.4.2. App based

14.7.4.5. Germany Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

14.7.4.5.1. Large Agricultural Corporations

14.7.4.5.2. Small/Family-Owned Farms

14.7.5. Italy

14.7.5.1. Italy Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

14.7.5.1.1. Hardware

14.7.5.1.2. Solutions

14.7.5.1.2.1. Cloud based

14.7.5.1.2.2. On-premise

14.7.5.1.3. Services

14.7.5.2. Italy Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

14.7.5.2.1. Internet of Things (IoT) and Sensors

14.7.5.2.2. Drones

14.7.5.2.3. Blockchain

14.7.5.2.4. Artificial Intelligence

14.7.5.2.5. Robotics

14.7.5.2.6. Virtual Reality

14.7.5.2.7. Others

14.7.5.3. Italy Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

14.7.5.3.1. Vineyards/Orchards

14.7.5.3.2. Vegetable farming

14.7.5.3.2.1. Seed Research and Development

14.7.5.3.2.2. Seed Production

14.7.5.3.2.3. Seed Processing and Tracking

14.7.5.3.2.4. Seed Distribution and Sales

14.7.5.3.3. Greenhouse management

14.7.5.3.4. Poultry Farms

14.7.5.3.5. Silo Management

14.7.5.3.6. Asset Monitoring

14.7.5.3.7. Feed Storage Management

14.7.5.3.8. Others

14.7.5.4. Italy Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

14.7.5.4.1. Web based

14.7.5.4.2. App based

14.7.5.5. Italy Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

14.7.5.5.1. Large Agricultural Corporations

14.7.5.5.2. Small/Family-Owned Farms

14.7.6. Nordic Countries

14.7.6.1. Nordic Countries Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

14.7.6.1.1. Hardware

14.7.6.1.2. Solutions

14.7.6.1.2.1. Cloud based

14.7.6.1.2.2. On-premise

14.7.6.1.3. Services

14.7.6.2. Nordic Countries Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

14.7.6.2.1. Internet of Things (IoT) and Sensors

14.7.6.2.2. Drones

14.7.6.2.3. Blockchain

14.7.6.2.4. Artificial Intelligence

14.7.6.2.5. Robotics

14.7.6.2.6. Virtual Reality

14.7.6.2.7. Others

14.7.6.3. Nordic Countries Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

14.7.6.3.1. Vineyards/Orchards

14.7.6.3.2. Vegetable farming

14.7.6.3.2.1. Seed Research and Development

14.7.6.3.2.2. Seed Production

14.7.6.3.2.3. Seed Processing and Tracking

14.7.6.3.2.4. Seed Distribution and Sales

14.7.6.3.3. Greenhouse management

14.7.6.3.4. Poultry Farms

14.7.6.3.5. Silo Management

14.7.6.3.6. Asset Monitoring

14.7.6.3.7. Feed Storage Management

14.7.6.3.8. Others

14.7.6.4. Nordic Countries Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

14.7.6.4.1. Web based

14.7.6.4.2. App based

14.7.6.5. Nordic Countries Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

14.7.6.5.1. Large Agricultural Corporations

14.7.6.5.2. Small/Family-Owned Farms

14.7.6.6. Nordic Countries Digital Farming Market Revenue (US$ Mn) and Forecasts, By Country

14.7.6.6.1. Denmark

14.7.6.6.2. Finland

14.7.6.6.3. Iceland

14.7.6.6.4. Sweden

14.7.6.6.5. Norway

14.7.7. Benelux Union

14.7.7.1. Benelux Union Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

14.7.7.1.1. Hardware

14.7.7.1.2. Solutions

14.7.7.1.2.1. Cloud based

14.7.7.1.2.2. On-premise

14.7.7.1.3. Services

14.7.7.2. Benelux Union Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

14.7.7.2.1. Internet of Things (IoT) and Sensors

14.7.7.2.2. Drones

14.7.7.2.3. Blockchain

14.7.7.2.4. Artificial Intelligence

14.7.7.2.5. Robotics

14.7.7.2.6. Virtual Reality

14.7.7.2.7. Others

14.7.7.3. Benelux Union Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

14.7.7.3.1. Vineyards/Orchards

14.7.7.3.2. Vegetable farming

14.7.7.3.2.1. Seed Research and Development

14.7.7.3.2.2. Seed Production

14.7.7.3.2.3. Seed Processing and Tracking

14.7.7.3.2.4. Seed Distribution and Sales

14.7.7.3.3. Greenhouse management

14.7.7.3.4. Poultry Farms

14.7.7.3.5. Silo Management

14.7.7.3.6. Asset Monitoring

14.7.7.3.7. Feed Storage Management

14.7.7.3.8. Others

14.7.7.4. Benelux Union Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

14.7.7.4.1. Web based

14.7.7.4.2. App based

14.7.7.5. Benelux Union Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

14.7.7.5.1. Large Agricultural Corporations

14.7.7.5.2. Small/Family-Owned Farms

14.7.7.6. Benelux Union Digital Farming Market Revenue (US$ Mn) and Forecasts, By Country

14.7.7.6.1. Belgium

14.7.7.6.2. The Netherlands

14.7.7.6.3. Luxembourg

14.7.8. Rest of Europe

14.7.8.1. Rest of Europe Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

14.7.8.1.1. Hardware

14.7.8.1.2. Solutions

14.7.8.1.2.1. Cloud based

14.7.8.1.2.2. On-premise

14.7.8.1.3. Services

14.7.8.2. Rest of Europe Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

14.7.8.2.1. Internet of Things (IoT) and Sensors

14.7.8.2.2. Drones

14.7.8.2.3. Blockchain

14.7.8.2.4. Artificial Intelligence

14.7.8.2.5. Robotics

14.7.8.2.6. Virtual Reality

14.7.8.2.7. Others

14.7.8.3. Rest of Europe Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

14.7.8.3.1. Vineyards/Orchards

14.7.8.3.2. Vegetable farming

14.7.8.3.2.1. Seed Research and Development

14.7.8.3.2.2. Seed Production

14.7.8.3.2.3. Seed Processing and Tracking

14.7.8.3.2.4. Seed Distribution and Sales

14.7.8.3.3. Greenhouse management

14.7.8.3.4. Poultry Farms

14.7.8.3.5. Silo Management

14.7.8.3.6. Asset Monitoring

14.7.8.3.7. Feed Storage Management

14.7.8.3.8. Others

14.7.8.4. Rest of Europe Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

14.7.8.4.1. Web based

14.7.8.4.2. App based

14.7.8.5. Rest of Europe Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

14.7.8.5.1. Large Agricultural Corporations

14.7.8.5.2. Small/Family-Owned Farms

14.8. Key Segment for Channeling Investments

14.8.1. By Country

14.8.2. By Offerings

14.8.3. By Technology

14.8.4. By Application

14.8.5. By Deployment

14.8.6. By Farm Size

15. Asia Pacific Digital Farming Market Analysis and Forecasts, 2023 - 2031

15.1. Overview

15.1.1. Asia Pacific Digital Farming Market Revenue (US$ Mn)

15.2. Asia Pacific Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

15.2.1. Hardware

15.2.2. Solutions

15.2.2.1. Cloud based

15.2.2.2. On-premise

15.2.3. Services

15.3. Asia Pacific Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

15.3.1. Internet of Things (IoT) and Sensors

15.3.2. Drones

15.3.3. Blockchain

15.3.4. Artificial Intelligence

15.3.5. Robotics

15.3.6. Virtual Reality

15.3.7. Others

15.4. Asia Pacific Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

15.4.1. Vineyards/Orchards

15.4.2. Vegetable farming

15.4.2.1. Seed Research and Development

15.4.2.2. Seed Production

15.4.2.3. Seed Processing and Tracking

15.4.2.4. Seed Distribution and Sales

15.4.3. Greenhouse management

15.4.4. Poultry Farms

15.4.5. Silo Management

15.4.6. Asset Monitoring

15.4.7. Feed Storage Management

15.4.8. Others

15.5. Asia Pacific Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

15.5.1. Web based

15.5.2. App based

15.6. Asia Pacific Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

15.6.1. Large Agricultural Corporations

15.6.2. Small/Family-Owned Farms

15.7. Asia Pacific Digital Farming Market Revenue (US$ Mn) and Forecasts, By Country

15.7.1. China

15.7.1.1. China Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

15.7.1.1.1. Hardware

15.7.1.1.2. Solutions

15.7.1.1.2.1. Cloud based

15.7.1.1.2.2. On-premise

15.7.1.1.3. Services

15.7.1.2. China Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

15.7.1.2.1. Internet of Things (IoT) and Sensors

15.7.1.2.2. Drones

15.7.1.2.3. Blockchain

15.7.1.2.4. Artificial Intelligence

15.7.1.2.5. Robotics

15.7.1.2.6. Virtual Reality

15.7.1.2.7. Others

15.7.1.3. China Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

15.7.1.3.1. Vineyards/Orchards

15.7.1.3.2. Vegetable farming

15.7.1.3.2.1. Seed Research and Development

15.7.1.3.2.2. Seed Production

15.7.1.3.2.3. Seed Processing and Tracking

15.7.1.3.2.4. Seed Distribution and Sales

15.7.1.3.3. Greenhouse management

15.7.1.3.4. Poultry Farms

15.7.1.3.5. Silo Management

15.7.1.3.6. Asset Monitoring

15.7.1.3.7. Feed Storage Management

15.7.1.3.8. Others

15.7.1.4. China Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

15.7.1.4.1. Web based

15.7.1.4.2. App based

15.7.1.5. China Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

15.7.1.5.1. Large Agricultural Corporations

15.7.1.5.2. Small/Family-Owned Farms

15.7.2. Japan

15.7.2.1. Japan Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

15.7.2.1.1. Hardware

15.7.2.1.2. Solutions

15.7.2.1.2.1. Cloud based

15.7.2.1.2.2. On-premise

15.7.2.1.3. Services

15.7.2.2. Japan Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

15.7.2.2.1. Internet of Things (IoT) and Sensors

15.7.2.2.2. Drones

15.7.2.2.3. Blockchain

15.7.2.2.4. Artificial Intelligence

15.7.2.2.5. Robotics

15.7.2.2.6. Virtual Reality

15.7.2.2.7. Others

15.7.2.3. Japan Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

15.7.2.3.1. Vineyards/Orchards

15.7.2.3.2. Vegetable farming

15.7.2.3.2.1. Seed Research and Development

15.7.2.3.2.2. Seed Production

15.7.2.3.2.3. Seed Processing and Tracking

15.7.2.3.2.4. Seed Distribution and Sales

15.7.2.3.3. Greenhouse management

15.7.2.3.4. Poultry Farms

15.7.2.3.5. Silo Management

15.7.2.3.6. Asset Monitoring

15.7.2.3.7. Feed Storage Management

15.7.2.3.8. Others

15.7.2.4. Japan Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

15.7.2.4.1. Web based

15.7.2.4.2. App based

15.7.2.5. Japan Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

15.7.2.5.1. Large Agricultural Corporations

15.7.2.5.2. Small/Family-Owned Farms

15.7.3. India

15.7.3.1. India Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

15.7.3.1.1. Hardware

15.7.3.1.2. Solutions

15.7.3.1.2.1. Cloud based

15.7.3.1.2.2. On-premise

15.7.3.1.3. Services

15.7.3.2. India Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

15.7.3.2.1. Internet of Things (IoT) and Sensors

15.7.3.2.2. Drones

15.7.3.2.3. Blockchain

15.7.3.2.4. Artificial Intelligence

15.7.3.2.5. Robotics

15.7.3.2.6. Virtual Reality

15.7.3.2.7. Others

15.7.3.3. India Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

15.7.3.3.1. Vineyards/Orchards

15.7.3.3.2. Vegetable farming

15.7.3.3.2.1. Seed Research and Development

15.7.3.3.2.2. Seed Production

15.7.3.3.2.3. Seed Processing and Tracking

15.7.3.3.2.4. Seed Distribution and Sales

15.7.3.3.3. Greenhouse management

15.7.3.3.4. Poultry Farms

15.7.3.3.5. Silo Management

15.7.3.3.6. Asset Monitoring

15.7.3.3.7. Feed Storage Management

15.7.3.3.8. Others

15.7.3.4. India Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

15.7.3.4.1. Web based

15.7.3.4.2. App based

15.7.3.5. India Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

15.7.3.5.1. Large Agricultural Corporations

15.7.3.5.2. Small/Family-Owned Farms

15.7.4. New Zealand

15.7.4.1. New Zealand Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

15.7.4.1.1. Hardware

15.7.4.1.2. Solutions

15.7.4.1.2.1. Cloud based

15.7.4.1.2.2. On-premise

15.7.4.1.3. Services

15.7.4.2. New Zealand Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

15.7.4.2.1. Internet of Things (IoT) and Sensors

15.7.4.2.2. Drones

15.7.4.2.3. Blockchain

15.7.4.2.4. Artificial Intelligence

15.7.4.2.5. Robotics

15.7.4.2.6. Virtual Reality

15.7.4.2.7. Others

15.7.4.3. New Zealand Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

15.7.4.3.1. Vineyards/Orchards

15.7.4.3.2. Vegetable farming

15.7.4.3.2.1. Seed Research and Development

15.7.4.3.2.2. Seed Production

15.7.4.3.2.3. Seed Processing and Tracking

15.7.4.3.2.4. Seed Distribution and Sales

15.7.4.3.3. Greenhouse management

15.7.4.3.4. Poultry Farms

15.7.4.3.5. Silo Management

15.7.4.3.6. Asset Monitoring

15.7.4.3.7. Feed Storage Management

15.7.4.3.8. Others

15.7.4.4. New Zealand Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

15.7.4.4.1. Web based

15.7.4.4.2. App based

15.7.4.5. New Zealand Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

15.7.4.5.1. Large Agricultural Corporations

15.7.4.5.2. Small/Family-Owned Farms

15.7.5. Australia

15.7.5.1. Australia Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

15.7.5.1.1. Hardware

15.7.5.1.2. Solutions

15.7.5.1.2.1. Cloud based

15.7.5.1.2.2. On-premise

15.7.5.1.3. Services

15.7.5.2. Australia Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

15.7.5.2.1. Internet of Things (IoT) and Sensors

15.7.5.2.2. Drones

15.7.5.2.3. Blockchain

15.7.5.2.4. Artificial Intelligence

15.7.5.2.5. Robotics

15.7.5.2.6. Virtual Reality

15.7.5.2.7. Others

15.7.5.3. Australia Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

15.7.5.3.1. Vineyards/Orchards

15.7.5.3.2. Vegetable farming

15.7.5.3.2.1. Seed Research and Development

15.7.5.3.2.2. Seed Production

15.7.5.3.2.3. Seed Processing and Tracking

15.7.5.3.2.4. Seed Distribution and Sales

15.7.5.3.3. Greenhouse management

15.7.5.3.4. Poultry Farms

15.7.5.3.5. Silo Management

15.7.5.3.6. Asset Monitoring

15.7.5.3.7. Feed Storage Management

15.7.5.3.8. Others

15.7.5.4. Australia Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

15.7.5.4.1. Web based

15.7.5.4.2. App based

15.7.5.5. Australia Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

15.7.5.5.1. Large Agricultural Corporations

15.7.5.5.2. Small/Family-Owned Farms

15.7.6. South Korea

15.7.6.1. South Korea Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

15.7.6.1.1. Hardware

15.7.6.1.2. Solutions

15.7.6.1.2.1. Cloud based

15.7.6.1.2.2. On-premise

15.7.6.1.3. Services

15.7.6.2. South Korea Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

15.7.6.2.1. Internet of Things (IoT) and Sensors

15.7.6.2.2. Drones

15.7.6.2.3. Blockchain

15.7.6.2.4. Artificial Intelligence

15.7.6.2.5. Robotics

15.7.6.2.6. Virtual Reality

15.7.6.2.7. Others

15.7.6.3. South Korea Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

15.7.6.3.1. Vineyards/Orchards

15.7.6.3.2. Vegetable farming

15.7.6.3.2.1. Seed Research and Development

15.7.6.3.2.2. Seed Production

15.7.6.3.2.3. Seed Processing and Tracking

15.7.6.3.2.4. Seed Distribution and Sales

15.7.6.3.3. Greenhouse management

15.7.6.3.4. Poultry Farms

15.7.6.3.5. Silo Management

15.7.6.3.6. Asset Monitoring

15.7.6.3.7. Feed Storage Management

15.7.6.3.8. Others

15.7.6.4. South Korea Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

15.7.6.4.1. Web based

15.7.6.4.2. App based

15.7.6.5. South Korea Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

15.7.6.5.1. Large Agricultural Corporations

15.7.6.5.2. Small/Family-Owned Farms

15.7.7. Southeast Asia

15.7.7.1. Southeast Asia Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

15.7.7.1.1. Hardware

15.7.7.1.2. Solutions

15.7.7.1.2.1. Cloud based

15.7.7.1.2.2. On-premise

15.7.7.1.3. Services

15.7.7.2. Southeast Asia Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

15.7.7.2.1. Internet of Things (IoT) and Sensors

15.7.7.2.2. Drones

15.7.7.2.3. Blockchain

15.7.7.2.4. Artificial Intelligence

15.7.7.2.5. Robotics

15.7.7.2.6. Virtual Reality

15.7.7.2.7. Others

15.7.7.3. Southeast Asia Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

15.7.7.3.1. Vineyards/Orchards

15.7.7.3.2. Vegetable farming

15.7.7.3.2.1. Seed Research and Development

15.7.7.3.2.2. Seed Production

15.7.7.3.2.3. Seed Processing and Tracking

15.7.7.3.2.4. Seed Distribution and Sales

15.7.7.3.3. Greenhouse management

15.7.7.3.4. Poultry Farms

15.7.7.3.5. Silo Management

15.7.7.3.6. Asset Monitoring

15.7.7.3.7. Feed Storage Management

15.7.7.3.8. Others

15.7.7.4. Southeast Asia Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

15.7.7.4.1. Web based

15.7.7.4.2. App based

15.7.7.5. Southeast Asia Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

15.7.7.5.1. Large Agricultural Corporations

15.7.7.5.2. Small/Family-Owned Farms

15.7.7.6. Southeast Asia Digital Farming Market Revenue (US$ Mn) and Forecasts, By Country

15.7.7.6.1. Indonesia

15.7.7.6.2. Thailand

15.7.7.6.3. Malaysia

15.7.7.6.4. Singapore

15.7.7.6.5. Rest of Southeast Asia

15.7.8. Rest of Asia Pacific

15.7.8.1. Rest of Asia Pacific Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

15.7.8.1.1. Hardware

15.7.8.1.2. Solutions

15.7.8.1.2.1. Cloud based

15.7.8.1.2.2. On-premise

15.7.8.1.3. Services

15.7.8.2. Rest of Asia Pacific Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

15.7.8.2.1. Internet of Things (IoT) and Sensors

15.7.8.2.2. Drones

15.7.8.2.3. Blockchain

15.7.8.2.4. Artificial Intelligence

15.7.8.2.5. Robotics

15.7.8.2.6. Virtual Reality

15.7.8.2.7. Others

15.7.8.3. Rest of Asia Pacific Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

15.7.8.3.1. Vineyards/Orchards

15.7.8.3.2. Vegetable farming

15.7.8.3.2.1. Seed Research and Development

15.7.8.3.2.2. Seed Production

15.7.8.3.2.3. Seed Processing and Tracking

15.7.8.3.2.4. Seed Distribution and Sales

15.7.8.3.3. Greenhouse management

15.7.8.3.4. Poultry Farms

15.7.8.3.5. Silo Management

15.7.8.3.6. Asset Monitoring

15.7.8.3.7. Feed Storage Management

15.7.8.3.8. Others

15.7.8.4. Rest of Asia Pacific Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

15.7.8.4.1. Web based

15.7.8.4.2. App based

15.7.8.5. Rest of Asia Pacific Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

15.7.8.5.1. Large Agricultural Corporations

15.7.8.5.2. Small/Family-Owned Farms

15.8. Key Segment for Channeling Investments

15.8.1. By Country

15.8.2. By Offerings

15.8.3. By Technology

15.8.4. By Application

15.8.5. By Deployment

15.8.6. By Farm Size

16. Middle East and Africa Digital Farming Market Analysis and Forecasts, 2023 - 2031

16.1. Overview

16.1.1. Middle East and Africa Digital Farming Market Revenue (US$ Mn)

16.2. Middle East and Africa Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

16.2.1. Hardware

16.2.2. Solutions

16.2.2.1. Cloud based

16.2.2.2. On-premise

16.2.3. Services

16.3. Middle East and Africa Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

16.3.1. Internet of Things (IoT) and Sensors

16.3.2. Drones

16.3.3. Blockchain

16.3.4. Artificial Intelligence

16.3.5. Robotics

16.3.6. Virtual Reality

16.3.7. Others

16.4. Middle East and Africa Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

16.4.1. Vineyards/Orchards

16.4.2. Vegetable farming

16.4.2.1. Seed Research and Development

16.4.2.2. Seed Production

16.4.2.3. Seed Processing and Tracking

16.4.2.4. Seed Distribution and Sales

16.4.3. Greenhouse management

16.4.4. Poultry Farms

16.4.5. Silo Management

16.4.6. Asset Monitoring

16.4.7. Feed Storage Management

16.4.8. Others

16.5. Middle East and Africa Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

16.5.1. Web based

16.5.2. App based

16.6. Middle East and Africa Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

16.6.1. Large Agricultural Corporations

16.6.2. Small/Family-Owned Farms

16.7. Middle East and Africa Digital Farming Market Revenue (US$ Mn) and Forecasts, By Country

16.7.1. Saudi Arabia

16.7.1.1. Saudi Arabia Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

16.7.1.1.1. Hardware

16.7.1.1.2. Solutions

16.7.1.1.2.1. Cloud based

16.7.1.1.2.2. On-premise

16.7.1.1.3. Services

16.7.1.2. Saudi Arabia Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

16.7.1.2.1. Internet of Things (IoT) and Sensors

16.7.1.2.2. Drones

16.7.1.2.3. Blockchain

16.7.1.2.4. Artificial Intelligence

16.7.1.2.5. Robotics

16.7.1.2.6. Virtual Reality

16.7.1.2.7. Others

16.7.1.3. Saudi Arabia Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

16.7.1.3.1. Vineyards/Orchards

16.7.1.3.2. Vegetable farming

16.7.1.3.2.1. Seed Research and Development

16.7.1.3.2.2. Seed Production

16.7.1.3.2.3. Seed Processing and Tracking

16.7.1.3.2.4. Seed Distribution and Sales

16.7.1.3.3. Greenhouse management

16.7.1.3.4. Poultry Farms

16.7.1.3.5. Silo Management

16.7.1.3.6. Asset Monitoring

16.7.1.3.7. Feed Storage Management

16.7.1.3.8. Others

16.7.1.4. Saudi Arabia Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

16.7.1.4.1. Web based

16.7.1.4.2. App based

16.7.1.5. Saudi Arabia Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

16.7.1.5.1. Large Agricultural Corporations

16.7.1.5.2. Small/Family-Owned Farms

16.7.2. UAE

16.7.2.1. UAE Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

16.7.2.1.1. Hardware

16.7.2.1.2. Solutions

16.7.2.1.2.1. Cloud based

16.7.2.1.2.2. On-premise

16.7.2.1.3. Services

16.7.2.2. UAE Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

16.7.2.2.1. Internet of Things (IoT) and Sensors

16.7.2.2.2. Drones

16.7.2.2.3. Blockchain

16.7.2.2.4. Artificial Intelligence

16.7.2.2.5. Robotics

16.7.2.2.6. Virtual Reality

16.7.2.2.7. Others

16.7.2.3. UAE Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

16.7.2.3.1. Vineyards/Orchards

16.7.2.3.2. Vegetable farming

16.7.2.3.2.1. Seed Research and Development

16.7.2.3.2.2. Seed Production

16.7.2.3.2.3. Seed Processing and Tracking

16.7.2.3.2.4. Seed Distribution and Sales

16.7.2.3.3. Greenhouse management

16.7.2.3.4. Poultry Farms

16.7.2.3.5. Silo Management

16.7.2.3.6. Asset Monitoring

16.7.2.3.7. Feed Storage Management

16.7.2.3.8. Others

16.7.2.4. UAE Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

16.7.2.4.1. Web based

16.7.2.4.2. App based

16.7.2.5. UAE Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

16.7.2.5.1. Large Agricultural Corporations

16.7.2.5.2. Small/Family-Owned Farms

16.7.3. Egypt

16.7.3.1. Egypt Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

16.7.3.1.1. Hardware

16.7.3.1.2. Solutions

16.7.3.1.2.1. Cloud based

16.7.3.1.2.2. On-premise

16.7.3.1.3. Services

16.7.3.2. Egypt Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

16.7.3.2.1. Internet of Things (IoT) and Sensors

16.7.3.2.2. Drones

16.7.3.2.3. Blockchain

16.7.3.2.4. Artificial Intelligence

16.7.3.2.5. Robotics

16.7.3.2.6. Virtual Reality

16.7.3.2.7. Others

16.7.3.3. Egypt Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

16.7.3.3.1. Vineyards/Orchards

16.7.3.3.2. Vegetable farming

16.7.3.3.2.1. Seed Research and Development

16.7.3.3.2.2. Seed Production

16.7.3.3.2.3. Seed Processing and Tracking

16.7.3.3.2.4. Seed Distribution and Sales

16.7.3.3.3. Greenhouse management

16.7.3.3.4. Poultry Farms

16.7.3.3.5. Silo Management

16.7.3.3.6. Asset Monitoring

16.7.3.3.7. Feed Storage Management

16.7.3.3.8. Others

16.7.3.4. Egypt Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

16.7.3.4.1. Web based

16.7.3.4.2. App based

16.7.3.5. Egypt Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

16.7.3.5.1. Large Agricultural Corporations

16.7.3.5.2. Small/Family-Owned Farms

16.7.4. Kuwait

16.7.4.1. Kuwait Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

16.7.4.1.1. Hardware

16.7.4.1.2. Solutions

16.7.4.1.2.1. Cloud based

16.7.4.1.2.2. On-premise

16.7.4.1.3. Services

16.7.4.2. Kuwait Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

16.7.4.2.1. Internet of Things (IoT) and Sensors

16.7.4.2.2. Drones

16.7.4.2.3. Blockchain

16.7.4.2.4. Artificial Intelligence

16.7.4.2.5. Robotics

16.7.4.2.6. Virtual Reality

16.7.4.2.7. Others

16.7.4.3. Kuwait Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

16.7.4.3.1. Vineyards/Orchards

16.7.4.3.2. Vegetable farming

16.7.4.3.2.1. Seed Research and Development

16.7.4.3.2.2. Seed Production

16.7.4.3.2.3. Seed Processing and Tracking

16.7.4.3.2.4. Seed Distribution and Sales

16.7.4.3.3. Greenhouse management

16.7.4.3.4. Poultry Farms

16.7.4.3.5. Silo Management

16.7.4.3.6. Asset Monitoring

16.7.4.3.7. Feed Storage Management

16.7.4.3.8. Others

16.7.4.4. Kuwait Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

16.7.4.4.1. Web based

16.7.4.4.2. App based

16.7.4.5. Kuwait Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

16.7.4.5.1. Large Agricultural Corporations

16.7.4.5.2. Small/Family-Owned Farms

16.7.5. South Africa

16.7.5.1. South Africa Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

16.7.5.1.1. Hardware

16.7.5.1.2. Solutions

16.7.5.1.2.1. Cloud based

16.7.5.1.2.2. On-premise

16.7.5.1.3. Services

16.7.5.2. South Africa Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

16.7.5.2.1. Internet of Things (IoT) and Sensors

16.7.5.2.2. Drones

16.7.5.2.3. Blockchain

16.7.5.2.4. Artificial Intelligence

16.7.5.2.5. Robotics

16.7.5.2.6. Virtual Reality

16.7.5.2.7. Others

16.7.5.3. South Africa Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

16.7.5.3.1. Vineyards/Orchards

16.7.5.3.2. Vegetable farming

16.7.5.3.2.1. Seed Research and Development

16.7.5.3.2.2. Seed Production

16.7.5.3.2.3. Seed Processing and Tracking

16.7.5.3.2.4. Seed Distribution and Sales

16.7.5.3.3. Greenhouse management

16.7.5.3.4. Poultry Farms

16.7.5.3.5. Silo Management

16.7.5.3.6. Asset Monitoring

16.7.5.3.7. Feed Storage Management

16.7.5.3.8. Others

16.7.5.4. South Africa Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

16.7.5.4.1. Web based

16.7.5.4.2. App based

16.7.5.5. South Africa Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

16.7.5.5.1. Large Agricultural Corporations

16.7.5.5.2. Small/Family-Owned Farms

16.7.6. Rest of Middle East & Africa

16.7.6.1. Rest of Middle East & Africa Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

16.7.6.1.1. Hardware

16.7.6.1.2. Solutions

16.7.6.1.2.1. Cloud based

16.7.6.1.2.2. On-premise

16.7.6.1.3. Services

16.7.6.2. Rest of Middle East & Africa Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

16.7.6.2.1. Internet of Things (IoT) and Sensors

16.7.6.2.2. Drones

16.7.6.2.3. Blockchain

16.7.6.2.4. Artificial Intelligence

16.7.6.2.5. Robotics

16.7.6.2.6. Virtual Reality

16.7.6.2.7. Others

16.7.6.3. Rest of Middle East & Africa Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

16.7.6.3.1. Vineyards/Orchards

16.7.6.3.2. Vegetable farming

16.7.6.3.2.1. Seed Research and Development

16.7.6.3.2.2. Seed Production

16.7.6.3.2.3. Seed Processing and Tracking

16.7.6.3.2.4. Seed Distribution and Sales

16.7.6.3.3. Greenhouse management

16.7.6.3.4. Poultry Farms

16.7.6.3.5. Silo Management

16.7.6.3.6. Asset Monitoring

16.7.6.3.7. Feed Storage Management

16.7.6.3.8. Others

16.7.6.4. Rest of Middle East & Africa Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

16.7.6.4.1. Web based

16.7.6.4.2. App based

16.7.6.5. Rest of Middle East & Africa Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

16.7.6.5.1. Large Agricultural Corporations

16.7.6.5.2. Small/Family-Owned Farms

16.8. Key Segment for Channeling Investments

16.8.1. By Country

16.8.2. By Offerings

16.8.3. By Technology

16.8.4. By Application

16.8.5. By Deployment

16.8.6. By Farm Size

17. Latin America Digital Farming Market Analysis and Forecasts, 2023 - 2031

17.1. Overview

17.1.1. Latin America Digital Farming Market Revenue (US$ Mn)

17.2. Latin America Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

17.2.1. Hardware

17.2.2. Solutions

17.2.2.1. Cloud based

17.2.2.2. On-premise

17.2.3. Services

17.3. Latin America Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

17.3.1. Internet of Things (IoT) and Sensors

17.3.2. Drones

17.3.3. Blockchain

17.3.4. Artificial Intelligence

17.3.5. Robotics

17.3.6. Virtual Reality

17.3.7. Others

17.4. Latin America Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

17.4.1. Vineyards/Orchards

17.4.2. Vegetable farming

17.4.2.1. Seed Research and Development

17.4.2.2. Seed Production

17.4.2.3. Seed Processing and Tracking

17.4.2.4. Seed Distribution and Sales

17.4.3. Greenhouse management

17.4.4. Poultry Farms

17.4.5. Silo Management

17.4.6. Asset Monitoring

17.4.7. Feed Storage Management

17.4.8. Others

17.5. Latin America Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

17.5.1. Web based

17.5.2. App based

17.6. Latin America Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

17.6.1. Large Agricultural Corporations

17.6.2. Small/Family-Owned Farms

17.7. Latin America Digital Farming Market Revenue (US$ Mn) and Forecasts, By Country

17.7.1. Brazil

17.7.1.1. Brazil Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

17.7.1.1.1. Hardware

17.7.1.1.2. Solutions

17.7.1.1.2.1. Cloud based

17.7.1.1.2.2. On-premise

17.7.1.1.3. Services

17.7.1.2. Brazil Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

17.7.1.2.1. Internet of Things (IoT) and Sensors

17.7.1.2.2. Drones

17.7.1.2.3. Blockchain

17.7.1.2.4. Artificial Intelligence

17.7.1.2.5. Robotics

17.7.1.2.6. Virtual Reality

17.7.1.2.7. Others

17.7.1.3. Brazil Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

17.7.1.3.1. Vineyards/Orchards

17.7.1.3.2. Vegetable farming

17.7.1.3.2.1. Seed Research and Development

17.7.1.3.2.2. Seed Production

17.7.1.3.2.3. Seed Processing and Tracking

17.7.1.3.2.4. Seed Distribution and Sales

17.7.1.3.3. Greenhouse management

17.7.1.3.4. Poultry Farms

17.7.1.3.5. Silo Management

17.7.1.3.6. Asset Monitoring

17.7.1.3.7. Feed Storage Management

17.7.1.3.8. Others

17.7.1.4. Brazil Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

17.7.1.4.1. Web based

17.7.1.4.2. App based

17.7.1.5. Brazil Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

17.7.1.5.1. Large Agricultural Corporations

17.7.1.5.2. Small/Family-Owned Farms

17.7.2. Argentina

17.7.2.1. Argentina Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

17.7.2.1.1. Hardware

17.7.2.1.2. Solutions

17.7.2.1.2.1. Cloud based

17.7.2.1.2.2. On-premise

17.7.2.1.3. Services

17.7.2.2. Argentina Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

17.7.2.2.1. Internet of Things (IoT) and Sensors

17.7.2.2.2. Drones

17.7.2.2.3. Blockchain

17.7.2.2.4. Artificial Intelligence

17.7.2.2.5. Robotics

17.7.2.2.6. Virtual Reality

17.7.2.2.7. Others

17.7.2.3. Argentina Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

17.7.2.3.1. Vineyards/Orchards

17.7.2.3.2. Vegetable farming

17.7.2.3.2.1. Seed Research and Development

17.7.2.3.2.2. Seed Production

17.7.2.3.2.3. Seed Processing and Tracking

17.7.2.3.2.4. Seed Distribution and Sales

17.7.2.3.3. Greenhouse management

17.7.2.3.4. Poultry Farms

17.7.2.3.5. Silo Management

17.7.2.3.6. Asset Monitoring

17.7.2.3.7. Feed Storage Management

17.7.2.3.8. Others

17.7.2.4. Argentina Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

17.7.2.4.1. Web based

17.7.2.4.2. App based

17.7.2.5. Argentina Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

17.7.2.5.1. Large Agricultural Corporations

17.7.2.5.2. Small/Family-Owned Farms

17.7.3. Rest of Latin America

17.7.3.1. Rest of Latin America Digital Farming Market Revenue (US$ Mn) and Forecasts, By Offerings

17.7.3.1.1. Hardware

17.7.3.1.2. Solutions

17.7.3.1.2.1. Cloud based

17.7.3.1.2.2. On-premise

17.7.3.1.3. Services

17.7.3.2. Rest of Latin America Digital Farming Market Revenue (US$ Mn) and Forecasts, By Technology

17.7.3.2.1. Internet of Things (IoT) and Sensors

17.7.3.2.2. Drones

17.7.3.2.3. Blockchain

17.7.3.2.4. Artificial Intelligence

17.7.3.2.5. Robotics

17.7.3.2.6. Virtual Reality

17.7.3.2.7. Others

17.7.3.3. Rest of Latin America Digital Farming Market Revenue (US$ Mn) and Forecasts, By Application

17.7.3.3.1. Vineyards/Orchards

17.7.3.3.2. Vegetable farming

17.7.3.3.2.1. Seed Research and Development

17.7.3.3.2.2. Seed Production

17.7.3.3.2.3. Seed Processing and Tracking

17.7.3.3.2.4. Seed Distribution and Sales

17.7.3.3.3. Greenhouse management

17.7.3.3.4. Poultry Farms

17.7.3.3.5. Silo Management

17.7.3.3.6. Asset Monitoring

17.7.3.3.7. Feed Storage Management

17.7.3.3.8. Others

17.7.3.4. Rest of Latin America Digital Farming Market Revenue (US$ Mn) and Forecasts, By Deployment

17.7.3.4.1. Web based

17.7.3.4.2. App based

17.7.3.5. Rest of Latin America Digital Farming Market Revenue (US$ Mn) and Forecasts, By Farm Size

17.7.3.5.1. Large Agricultural Corporations

17.7.3.5.2. Small/Family-Owned Farms

17.8. Key Segment for Channeling Investments

17.8.1. By Country

17.8.2. By Offerings

17.8.3. By Technology

17.8.4. By Application

17.8.5. By Deployment

17.8.6. By Farm Size

18. Competitive Benchmarking

18.1. Brand Benchmarking

18.2. Market Share Analysis, 2022

18.3. Global Presence and Growth Strategies

18.3.1. Mergers and Acquisitions

18.3.2. Product Launches

18.3.3. Investments Trends

18.3.4. R&D Initiatives

19. Player Profiles

19.1. Accenture

19.1.1. Company Details

19.1.2. Company Overview

19.1.3. Product Offerings

19.1.4. Key Developments

19.1.5. Financial Analysis

19.1.6. SWOT Analysis

19.1.7. Business Strategies

19.2. Aegis Softtech

19.2.1. Company Details

19.2.2. Company Overview

19.2.3. Product Offerings

19.2.4. Key Developments

19.2.5. Financial Analysis

19.2.6. SWOT Analysis

19.2.7. Business Strategies

19.3. BASF SE

19.3.1. Company Details

19.3.2. Company Overview

19.3.3. Product Offerings

19.3.4. Key Developments

19.3.5. Financial Analysis

19.3.6. SWOT Analysis

19.3.7. Business Strategies

19.4. Bayer AG

19.4.1. Company Details

19.4.2. Company Overview

19.4.3. Product Offerings

19.4.4. Key Developments

19.4.5. Financial Analysis

19.4.6. SWOT Analysis

19.4.7. Business Strategies

19.5. Cropin Technology Solutions Private Limited

19.5.1. Company Details

19.5.2. Company Overview

19.5.3. Product Offerings

19.5.4. Key Developments

19.5.5. Financial Analysis

19.5.6. SWOT Analysis

19.5.7. Business Strategies

19.6. DunavNET.

19.6.1. Company Details

19.6.2. Company Overview

19.6.3. Product Offerings

19.6.4. Key Developments

19.6.5. Financial Analysis

19.6.6. SWOT Analysis

19.6.7. Business Strategies

19.7. Infosys Limited

19.7.1. Company Details

19.7.2. Company Overview

19.7.3. Product Offerings

19.7.4. Key Developments

19.7.5. Financial Analysis

19.7.6. SWOT Analysis

19.7.7. Business Strategies

19.8. ITC Infotech India Ltd.

19.8.1. Company Details

19.8.2. Company Overview

19.8.3. Product Offerings

19.8.4. Key Developments

19.8.5. Financial Analysis

19.8.6. SWOT Analysis

19.8.7. Business Strategies

19.9. Kheti Buddy

19.9.1. Company Details

19.9.2. Company Overview

19.9.3. Product Offerings

19.9.4. Key Developments

19.9.5. Financial Analysis

19.9.6. SWOT Analysis

19.9.7. Business Strategies

19.10. NETAFIM

19.10.1. Company Details

19.10.2. Company Overview

19.10.3. Product Offerings

19.10.4. Key Developments

19.10.5. Financial Analysis

19.10.6. SWOT Analysis

19.10.7. Business Strategies

19.11. PROLIM.

19.11.1. Company Details

19.11.2. Company Overview

19.11.3. Product Offerings

19.11.4. Key Developments

19.11.5. Financial Analysis

19.11.6. SWOT Analysis

19.11.7. Business Strategies

19.12. TATA Consultancy Services Limited

19.12.1. Company Details

19.12.2. Company Overview

19.12.3. Product Offerings

19.12.4. Key Developments

19.12.5. Financial Analysis

19.12.6. SWOT Analysis

19.12.7. Business Strategies

19.13. YARA

19.13.1. Company Details

19.13.2. Company Overview

19.13.3. Product Offerings

19.13.4. Key Developments

19.13.5. Financial Analysis

19.13.6. SWOT Analysis

19.13.7. Business Strategies

19.14. Other Market Participants

20. Key Findings

Note: This ToC is tentative and can be changed according to the research study conducted during the course of report completion.

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At Absolute Markets Insights, we are engaged in building both global as well as country specific reports. As a result, the approach taken for deriving the estimation and forecast for a specific country is a bit unique and different in comparison to the global research studies. In this case, we not only study the concerned market factors & trends prevailing in a particular country (from secondary research) but we also tend to calculate the actual market size & forecast from the revenue generated from the market participants involved in manufacturing or distributing the any concerned product. These companies can also be service providers. For analyzing any country specifically, we do consider the growth factors prevailing under the states/cities/county for the same. For instance, if we are analyzing an industry specific to United States, we primarily need to study about the states present under the same(where the product/service has the highest growth). Similar analysis will be followed by other countries. Our scope of the report changes with different markets.

Our research study is mainly implement through a mix of both secondary and primary research. Various sources such as industry magazines, trade journals, and government websites and trade associations are reviewed for gathering precise data. Primary interviews are conducted to validate the market size derived from secondary research. Industry experts, major manufacturers and distributors are contacted for further validation purpose on the current market penetration and growth trends.

Prominent participants in our primary research process include:

Key Opinion Leaders namely the CEOs, CSOs, VPs, purchasing managers, amongst others
Research and development participants, distributors/suppliers and subject matter experts

Secondary Research includes data extracted from paid data sources:

Reuters
Factiva
Bloomberg
One Source
Hoovers

Research Methodology

Key Inclusions

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