The Artificial Intelligence (AI) in Agriculture market is expected to grow from USD X.X million in 2021 to USD X.X million by 2027, at a CAGR of X.X% during the forecast period. The global Artificial Intelligence (AI) in Agriculture market report is a comprehensive research that focuses on the overall consumption structure, development trends, sales models and sales of top countries in the global Artificial Intelligence (AI) in Agriculture market. The report focuses on well-known providers in the global Artificial Intelligence (AI) in Agriculture industry, market segments, competition, and the macro environment.

Under COVID-19 Outbreak, how the Artificial Intelligence (AI) in Agriculture Industry will develop is also analyzed in detail in Chapter 1.7 of the report.

In Chapter 2.4, we analyzed industry trends in the context of COVID-19.

In Chapter 3.5, we analyzed the impact of COVID-19 on the product industry chain based on the upstream and downstream markets.

In Chapters 6 to 10 of the report, we analyze the impact of COVID-19 on various regions and major countries.

In chapter 13.5, the impact of COVID-19 on the future development of the industry is pointed out.

A holistic study of the market is made by considering a variety of factors, from demographics conditions and business cycles in a particular country to market-specific microeconomic impacts. The study found the shift in market paradigms in terms of regional competitive advantage and the competitive landscape of major players.

Key players in the global Artificial Intelligence (AI) in Agriculture market covered in Chapter 4:

aWhere

Cainthus

John Deere

Prospera

Microsoft

Agribotix

The Climate Corporation

Mavrx

Spensa Technologies

ec2ce

Precision Hawk

IBM

Intel

Gamaya

Granular

Sky Squirrel Technologies

Descartes Labs

Resson

In Chapter 11 and 13.3, on the basis of types, the Artificial Intelligence (AI) in Agriculture market from 2016 to 2027 is primarily split into:

Machine Learning

Computer Vision

In Chapter 12 and 13.4, on the basis of applications, the Artificial Intelligence (AI) in Agriculture market from 2016 to 2027 covers:

Agriculture Robots

Crop and Soil Monitoring

Predictive Analytics

Livestock Monitoring

Others

Geographically, the detailed analysis of consumption, revenue, market share and growth rate, historic and forecast (2016-2027) of the following regions are covered in Chapter 5, 6, 7, 8, 9, 10, 13:

North America (Covered in Chapter 6 and 13)

United States

Canada

Mexico

Europe (Covered in Chapter 7 and 13)

Germany

UK

France

Italy

Spain

Russia

Others

Asia-Pacific (Covered in Chapter 8 and 13)

China

Japan

South Korea

Australia

India

Southeast Asia

Others

Middle East and Africa (Covered in Chapter 9 and 13)

Saudi Arabia

UAE

Egypt

Nigeria

South Africa

Others

South America (Covered in Chapter 10 and 13)

Brazil

Argentina

Columbia

Chile

Others

Years considered for this report:

Historical Years: 2016-2020

Base Year: 2020

Estimated Year: 2021

Forecast Period: 2021-2027

Table of Content

1 Report Overview

1.1 Study Scope

1.2 Key Market Segments

1.3 Regulatory Scenario by Region/Country

1.4 Market Investment Scenario Strategic

1.5 Market Analysis by Type

1.5.1 Global Artificial Intelligence (AI) in Agriculture Market Share by Type (2021-2027)

1.5.2 Machine Learning

1.5.3 Computer Vision

1.6 Market by Application

1.6.1 Global Artificial Intelligence (AI) in Agriculture Market Share by Application (2021-2027)

1.6.2 Agriculture Robots

1.6.3 Crop and Soil Monitoring

1.6.4 Predictive Analytics

1.6.5 Livestock Monitoring

1.6.6 Others

1.7 Artificial Intelligence (AI) in Agriculture Industry Development Trends under COVID-19 Outbreak

1.7.1 Global COVID-19 Status Overview

1.7.2 Influence of COVID-19 Outbreak on Artificial Intelligence (AI) in Agriculture Industry Development

2. Global Market Growth Trends

2.1 Industry Trends

2.1.1 SWOT Analysis

2.1.2 Porter’s Five Forces Analysis

2.2 Potential Market and Growth Potential Analysis

2.3 Industry News and Policies by Regions

2.3.1 Industry News

2.3.2 Industry Policies

2.4 Industry Trends Under COVID-19

3 Value Chain of Artificial Intelligence (AI) in Agriculture Market

3.1 Value Chain Status

3.2 Artificial Intelligence (AI) in Agriculture Manufacturing Cost Structure Analysis

3.2.1 Production Process Analysis

3.2.2 Manufacturing Cost Structure of Artificial Intelligence (AI) in Agriculture

3.2.3 Labor Cost of Artificial Intelligence (AI) in Agriculture

3.2.3.1 Labor Cost of Artificial Intelligence (AI) in Agriculture Under COVID-19

3.3 Sales and Marketing Model Analysis

3.4 Downstream Major Customer Analysis (by Region)

3.5 Value Chain Status Under COVID-19

4 Players Profiles

4.1 aWhere

4.1.1 aWhere Basic Information

4.1.2 Artificial Intelligence (AI) in Agriculture Product Profiles, Application and Specification

4.1.3 aWhere Artificial Intelligence (AI) in Agriculture Market Performance (2016-2021)

4.1.4 aWhere Business Overview

4.2 Cainthus

4.2.1 Cainthus Basic Information

4.2.2 Artificial Intelligence (AI) in Agriculture Product Profiles, Application and Specification

4.2.3 Cainthus Artificial Intelligence (AI) in Agriculture Market Performance (2016-2021)

4.2.4 Cainthus Business Overview

4.3 John Deere

4.3.1 John Deere Basic Information

4.3.2 Artificial Intelligence (AI) in Agriculture Product Profiles, Application and Specification

4.3.3 John Deere Artificial Intelligence (AI) in Agriculture Market Performance (2016-2021)

4.3.4 John Deere Business Overview

4.4 Prospera

4.4.1 Prospera Basic Information

4.4.2 Artificial Intelligence (AI) in Agriculture Product Profiles, Application and Specification

4.4.3 Prospera Artificial Intelligence (AI) in Agriculture Market Performance (2016-2021)

4.4.4 Prospera Business Overview

4.5 Microsoft

4.5.1 Microsoft Basic Information

4.5.2 Artificial Intelligence (AI) in Agriculture Product Profiles, Application and Specification

4.5.3 Microsoft Artificial Intelligence (AI) in Agriculture Market Performance (2016-2021)

4.5.4 Microsoft Business Overview

4.6 Agribotix

4.6.1 Agribotix Basic Information

4.6.2 Artificial Intelligence (AI) in Agriculture Product Profiles, Application and Specification

4.6.3 Agribotix Artificial Intelligence (AI) in Agriculture Market Performance (2016-2021)

4.6.4 Agribotix Business Overview

4.7 The Climate Corporation

4.7.1 The Climate Corporation Basic Information

4.7.2 Artificial Intelligence (AI) in Agriculture Product Profiles, Application and Specification

4.7.3 The Climate Corporation Artificial Intelligence (AI) in Agriculture Market Performance (2016-2021)

4.7.4 The Climate Corporation Business Overview

4.8 Mavrx

4.8.1 Mavrx Basic Information

4.8.2 Artificial Intelligence (AI) in Agriculture Product Profiles, Application and Specification

4.8.3 Mavrx Artificial Intelligence (AI) in Agriculture Market Performance (2016-2021)

4.8.4 Mavrx Business Overview

4.9 Spensa Technologies

4.9.1 Spensa Technologies Basic Information

4.9.2 Artificial Intelligence (AI) in Agriculture Product Profiles, Application and Specification

4.9.3 Spensa Technologies Artificial Intelligence (AI) in Agriculture Market Performance (2016-2021)

4.9.4 Spensa Technologies Business Overview

4.10 ec2ce

4.10.1 ec2ce Basic Information

4.10.2 Artificial Intelligence (AI) in Agriculture Product Profiles, Application and Specification

4.10.3 ec2ce Artificial Intelligence (AI) in Agriculture Market Performance (2016-2021)

4.10.4 ec2ce Business Overview

4.11 Precision Hawk

4.11.1 Precision Hawk Basic Information

4.11.2 Artificial Intelligence (AI) in Agriculture Product Profiles, Application and Specification

4.11.3 Precision Hawk Artificial Intelligence (AI) in Agriculture Market Performance (2016-2021)

4.11.4 Precision Hawk Business Overview

4.12 IBM

4.12.1 IBM Basic Information

4.12.2 Artificial Intelligence (AI) in Agriculture Product Profiles, Application and Specification

4.12.3 IBM Artificial Intelligence (AI) in Agriculture Market Performance (2016-2021)

4.12.4 IBM Business Overview

4.13 Intel

4.13.1 Intel Basic Information

4.13.2 Artificial Intelligence (AI) in Agriculture Product Profiles, Application and Specification

4.13.3 Intel Artificial Intelligence (AI) in Agriculture Market Performance (2016-2021)

4.13.4 Intel Business Overview

4.14 Gamaya

4.14.1 Gamaya Basic Information

4.14.2 Artificial Intelligence (AI) in Agriculture Product Profiles, Application and Specification

4.14.3 Gamaya Artificial Intelligence (AI) in Agriculture Market Performance (2016-2021)

4.14.4 Gamaya Business Overview

4.15 Granular

4.15.1 Granular Basic Information

4.15.2 Artificial Intelligence (AI) in Agriculture Product Profiles, Application and Specification

4.15.3 Granular Artificial Intelligence (AI) in Agriculture Market Performance (2016-2021)

4.15.4 Granular Business Overview

4.16 Sky Squirrel Technologies

4.16.1 Sky Squirrel Technologies Basic Information

4.16.2 Artificial Intelligence (AI) in Agriculture Product Profiles, Application and Specification

4.16.3 Sky Squirrel Technologies Artificial Intelligence (AI) in Agriculture Market Performance (2016-2021)

4.16.4 Sky Squirrel Technologies Business Overview

4.17 Descartes Labs

4.17.1 Descartes Labs Basic Information

4.17.2 Artificial Intelligence (AI) in Agriculture Product Profiles, Application and Specification

4.17.3 Descartes Labs Artificial Intelligence (AI) in Agriculture Market Performance (2016-2021)

4.17.4 Descartes Labs Business Overview

4.18 Resson

4.18.1 Resson Basic Information

4.18.2 Artificial Intelligence (AI) in Agriculture Product Profiles, Application and Specification

4.18.3 Resson Artificial Intelligence (AI) in Agriculture Market Performance (2016-2021)

4.18.4 Resson Business Overview

5 Global Artificial Intelligence (AI) in Agriculture Market Analysis by Regions

5.1 Global Artificial Intelligence (AI) in Agriculture Sales, Revenue and Market Share by Regions

5.1.1 Global Artificial Intelligence (AI) in Agriculture Sales by Regions (2016-2021)

5.1.2 Global Artificial Intelligence (AI) in Agriculture Revenue by Regions (2016-2021)

5.2 North America Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

5.3 Europe Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

5.4 Asia-Pacific Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

5.5 Middle East and Africa Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

5.6 South America Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

6 North America Artificial Intelligence (AI) in Agriculture Market Analysis by Countries

6.1 North America Artificial Intelligence (AI) in Agriculture Sales, Revenue and Market Share by Countries

6.1.1 North America Artificial Intelligence (AI) in Agriculture Sales by Countries (2016-2021)

6.1.2 North America Artificial Intelligence (AI) in Agriculture Revenue by Countries (2016-2021)

6.1.3 North America Artificial Intelligence (AI) in Agriculture Market Under COVID-19

6.2 United States Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

6.2.1 United States Artificial Intelligence (AI) in Agriculture Market Under COVID-19

6.3 Canada Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

6.4 Mexico Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

7 Europe Artificial Intelligence (AI) in Agriculture Market Analysis by Countries

7.1 Europe Artificial Intelligence (AI) in Agriculture Sales, Revenue and Market Share by Countries

7.1.1 Europe Artificial Intelligence (AI) in Agriculture Sales by Countries (2016-2021)

7.1.2 Europe Artificial Intelligence (AI) in Agriculture Revenue by Countries (2016-2021)

7.1.3 Europe Artificial Intelligence (AI) in Agriculture Market Under COVID-19

7.2 Germany Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

7.2.1 Germany Artificial Intelligence (AI) in Agriculture Market Under COVID-19

7.3 UK Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

7.3.1 UK Artificial Intelligence (AI) in Agriculture Market Under COVID-19

7.4 France Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

7.4.1 France Artificial Intelligence (AI) in Agriculture Market Under COVID-19

7.5 Italy Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

7.5.1 Italy Artificial Intelligence (AI) in Agriculture Market Under COVID-19

7.6 Spain Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

7.6.1 Spain Artificial Intelligence (AI) in Agriculture Market Under COVID-19

7.7 Russia Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

7.7.1 Russia Artificial Intelligence (AI) in Agriculture Market Under COVID-19

8 Asia-Pacific Artificial Intelligence (AI) in Agriculture Market Analysis by Countries

8.1 Asia-Pacific Artificial Intelligence (AI) in Agriculture Sales, Revenue and Market Share by Countries

8.1.1 Asia-Pacific Artificial Intelligence (AI) in Agriculture Sales by Countries (2016-2021)

8.1.2 Asia-Pacific Artificial Intelligence (AI) in Agriculture Revenue by Countries (2016-2021)

8.1.3 Asia-Pacific Artificial Intelligence (AI) in Agriculture Market Under COVID-19

8.2 China Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

8.2.1 China Artificial Intelligence (AI) in Agriculture Market Under COVID-19

8.3 Japan Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

8.3.1 Japan Artificial Intelligence (AI) in Agriculture Market Under COVID-19

8.4 South Korea Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

8.4.1 South Korea Artificial Intelligence (AI) in Agriculture Market Under COVID-19

8.5 Australia Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

8.6 India Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

8.6.1 India Artificial Intelligence (AI) in Agriculture Market Under COVID-19

8.7 Southeast Asia Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

8.7.1 Southeast Asia Artificial Intelligence (AI) in Agriculture Market Under COVID-19

9 Middle East and Africa Artificial Intelligence (AI) in Agriculture Market Analysis by Countries

9.1 Middle East and Africa Artificial Intelligence (AI) in Agriculture Sales, Revenue and Market Share by Countries

9.1.1 Middle East and Africa Artificial Intelligence (AI) in Agriculture Sales by Countries (2016-2021)

9.1.2 Middle East and Africa Artificial Intelligence (AI) in Agriculture Revenue by Countries (2016-2021)

9.1.3 Middle East and Africa Artificial Intelligence (AI) in Agriculture Market Under COVID-19

9.2 Saudi Arabia Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

9.3 UAE Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

9.4 Egypt Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

9.5 Nigeria Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

9.6 South Africa Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

10 South America Artificial Intelligence (AI) in Agriculture Market Analysis by Countries

10.1 South America Artificial Intelligence (AI) in Agriculture Sales, Revenue and Market Share by Countries

10.1.1 South America Artificial Intelligence (AI) in Agriculture Sales by Countries (2016-2021)

10.1.2 South America Artificial Intelligence (AI) in Agriculture Revenue by Countries (2016-2021)

10.1.3 South America Artificial Intelligence (AI) in Agriculture Market Under COVID-19

10.2 Brazil Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

10.2.1 Brazil Artificial Intelligence (AI) in Agriculture Market Under COVID-19

10.3 Argentina Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

10.4 Columbia Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

10.5 Chile Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

11 Global Artificial Intelligence (AI) in Agriculture Market Segment by Types

11.1 Global Artificial Intelligence (AI) in Agriculture Sales, Revenue and Market Share by Types (2016-2021)

11.1.1 Global Artificial Intelligence (AI) in Agriculture Sales and Market Share by Types (2016-2021)

11.1.2 Global Artificial Intelligence (AI) in Agriculture Revenue and Market Share by Types (2016-2021)

11.2 Machine Learning Sales and Price (2016-2021)

11.3 Computer Vision Sales and Price (2016-2021)

12 Global Artificial Intelligence (AI) in Agriculture Market Segment by Applications

12.1 Global Artificial Intelligence (AI) in Agriculture Sales, Revenue and Market Share by Applications (2016-2021)

12.1.1 Global Artificial Intelligence (AI) in Agriculture Sales and Market Share by Applications (2016-2021)

12.1.2 Global Artificial Intelligence (AI) in Agriculture Revenue and Market Share by Applications (2016-2021)

12.2 Agriculture Robots Sales, Revenue and Growth Rate (2016-2021)

12.3 Crop and Soil Monitoring Sales, Revenue and Growth Rate (2016-2021)

12.4 Predictive Analytics Sales, Revenue and Growth Rate (2016-2021)

12.5 Livestock Monitoring Sales, Revenue and Growth Rate (2016-2021)

12.6 Others Sales, Revenue and Growth Rate (2016-2021)

13 Artificial Intelligence (AI) in Agriculture Market Forecast by Regions (2021-2027)

13.1 Global Artificial Intelligence (AI) in Agriculture Sales, Revenue and Growth Rate (2021-2027)

13.2 Artificial Intelligence (AI) in Agriculture Market Forecast by Regions (2021-2027)

13.2.1 North America Artificial Intelligence (AI) in Agriculture Market Forecast (2021-2027)

13.2.2 Europe Artificial Intelligence (AI) in Agriculture Market Forecast (2021-2027)

13.2.3 Asia-Pacific Artificial Intelligence (AI) in Agriculture Market Forecast (2021-2027)

13.2.4 Middle East and Africa Artificial Intelligence (AI) in Agriculture Market Forecast (2021-2027)

13.2.5 South America Artificial Intelligence (AI) in Agriculture Market Forecast (2021-2027)

13.3 Artificial Intelligence (AI) in Agriculture Market Forecast by Types (2021-2027)

13.4 Artificial Intelligence (AI) in Agriculture Market Forecast by Applications (2021-2027)

13.5 Artificial Intelligence (AI) in Agriculture Market Forecast Under COVID-19

14 Appendix

14.1 Methodology

14.2 Research Data Source

List of Tables and Figures

Table Global Artificial Intelligence (AI) in Agriculture Market Size Growth Rate by Type (2021-2027)

Figure Global Artificial Intelligence (AI) in Agriculture Market Share by Type in 2020 & 2026

Figure Machine Learning Features

Figure Computer Vision Features

Table Global Artificial Intelligence (AI) in Agriculture Market Size Growth by Application (2021-2027)

Figure Global Artificial Intelligence (AI) in Agriculture Market Share by Application in 2020 & 2026

Figure Agriculture Robots Description

Figure Crop and Soil Monitoring Description

Figure Predictive Analytics Description

Figure Livestock Monitoring Description

Figure Others Description

Figure Global COVID-19 Status Overview

Table Influence of COVID-19 Outbreak on Artificial Intelligence (AI) in Agriculture Industry Development

Table SWOT Analysis

Figure Porter's Five Forces Analysis

Figure Global Artificial Intelligence (AI) in Agriculture Market Size and Growth Rate 2016-2027

Table Industry News

Table Industry Policies

Figure Value Chain Status of Artificial Intelligence (AI) in Agriculture

Figure Production Process of Artificial Intelligence (AI) in Agriculture

Figure Manufacturing Cost Structure of Artificial Intelligence (AI) in Agriculture

Figure Major Company Analysis (by Business Distribution Base, by Product Type)

Table Downstream Major Customer Analysis (by Region)

Table aWhere Profile

Table aWhere Production, Value, Price, Gross Margin 2016-2021

Table Cainthus Profile

Table Cainthus Production, Value, Price, Gross Margin 2016-2021

Table John Deere Profile

Table John Deere Production, Value, Price, Gross Margin 2016-2021

Table Prospera Profile

Table Prospera Production, Value, Price, Gross Margin 2016-2021

Table Microsoft Profile

Table Microsoft Production, Value, Price, Gross Margin 2016-2021

Table Agribotix Profile

Table Agribotix Production, Value, Price, Gross Margin 2016-2021

Table The Climate Corporation Profile

Table The Climate Corporation Production, Value, Price, Gross Margin 2016-2021

Table Mavrx Profile

Table Mavrx Production, Value, Price, Gross Margin 2016-2021

Table Spensa Technologies Profile

Table Spensa Technologies Production, Value, Price, Gross Margin 2016-2021

Table ec2ce Profile

Table ec2ce Production, Value, Price, Gross Margin 2016-2021

Table Precision Hawk Profile

Table Precision Hawk Production, Value, Price, Gross Margin 2016-2021

Table IBM Profile

Table IBM Production, Value, Price, Gross Margin 2016-2021

Table Intel Profile

Table Intel Production, Value, Price, Gross Margin 2016-2021

Table Gamaya Profile

Table Gamaya Production, Value, Price, Gross Margin 2016-2021

Table Granular Profile

Table Granular Production, Value, Price, Gross Margin 2016-2021

Table Sky Squirrel Technologies Profile

Table Sky Squirrel Technologies Production, Value, Price, Gross Margin 2016-2021

Table Descartes Labs Profile

Table Descartes Labs Production, Value, Price, Gross Margin 2016-2021

Table Resson Profile

Table Resson Production, Value, Price, Gross Margin 2016-2021

Figure Global Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure Global Artificial Intelligence (AI) in Agriculture Revenue ($) and Growth (2016-2021)

Table Global Artificial Intelligence (AI) in Agriculture Sales by Regions (2016-2021)

Table Global Artificial Intelligence (AI) in Agriculture Sales Market Share by Regions (2016-2021)

Table Global Artificial Intelligence (AI) in Agriculture Revenue ($) by Regions (2016-2021)

Table Global Artificial Intelligence (AI) in Agriculture Revenue Market Share by Regions (2016-2021)

Table Global Artificial Intelligence (AI) in Agriculture Revenue Market Share by Regions in 2016

Table Global Artificial Intelligence (AI) in Agriculture Revenue Market Share by Regions in 2020

Figure North America Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure Europe Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure Asia-Pacific Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure Middle East and Africa Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure South America Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure North America Artificial Intelligence (AI) in Agriculture Revenue ($) and Growth (2016-2021)

Table North America Artificial Intelligence (AI) in Agriculture Sales by Countries (2016-2021)

Table North America Artificial Intelligence (AI) in Agriculture Sales Market Share by Countries (2016-2021)

Figure North America Artificial Intelligence (AI) in Agriculture Sales Market Share by Countries in 2016

Figure United States Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure Canada Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure Mexico Artificial Intelligence (AI) in Agriculture Sales and Growth (2016-2021)

Figure Europe Artificial Intelligence (AI) in Agriculture Revenue ($) Growth (2016-2021)

Table Europe Artificial Intelligence (AI) in Agriculture Sales by Countries (2016-2021)

Table Europe Artificial Intelligence (AI) in Agriculture Sales Market Share by Countries (2016-2021)

Figure Germany Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure UK Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure France Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure Italy Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure Spain Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure Russia Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure Asia-Pacific Artificial Intelligence (AI) in Agriculture Revenue ($) and Growth (2016-2021)

Table Asia-Pacific Artificial Intelligence (AI) in Agriculture Sales by Countries (2016-2021)

Table Asia-Pacific Artificial Intelligence (AI) in Agriculture Sales Market Share by Countries (2016-2021)

Figure China Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure Japan Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure South Korea Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure Australia Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure India Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure Southeast Asia Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure Middle East and Africa Artificial Intelligence (AI) in Agriculture Revenue ($) and Growth (2016-2021)

Table Middle East and Africa Artificial Intelligence (AI) in Agriculture Sales by Countries (2016-2021)

Table Middle East and Africa Artificial Intelligence (AI) in Agriculture Sales Market Share by Countries (2016-2021)

Figure Saudi Arabia Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure UAE Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure Egypt Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure Nigeria Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure South Africa Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure South America Artificial Intelligence (AI) in Agriculture Revenue ($) and Growth (2016-2021)

Figure Brazil Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure Argentina Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure Columbia Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Figure Chile Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2016-2021)

Table Global Artificial Intelligence (AI) in Agriculture Sales by Types (2016-2021)

Table Global Artificial Intelligence (AI) in Agriculture Revenue ($) by Types (2016-2021)

Figure Global Machine Learning Sales and Growth Rate (2016-2021)

Figure Global Machine Learning Price (2016-2021)

Figure Global Computer Vision Sales and Growth Rate (2016-2021)

Figure Global Computer Vision Price (2016-2021)

Table Global Artificial Intelligence (AI) in Agriculture Sales by Applications (2016-2021)

Table Global Artificial Intelligence (AI) in Agriculture Sales Share by Applications (2016-2021)

Figure Global Agriculture Robots Sales and Growth Rate (2016-2021)

Figure Global Agriculture Robots Revenue and Growth Rate (2016-2021)

Figure Global Crop and Soil Monitoring Sales and Growth Rate (2016-2021)

Figure Global Crop and Soil Monitoring Revenue and Growth Rate (2016-2021)

Figure Global Predictive Analytics Sales and Growth Rate (2016-2021)

Figure Global Predictive Analytics Revenue and Growth Rate (2016-2021)

Figure Global Livestock Monitoring Sales and Growth Rate (2016-2021)

Figure Global Livestock Monitoring Revenue and Growth Rate (2016-2021)

Figure Global Others Sales and Growth Rate (2016-2021)

Figure Global Others Revenue and Growth Rate (2016-2021)

Figure Global Artificial Intelligence (AI) in Agriculture Sales and Growth Rate (2021-2027)

Figure Global Artificial Intelligence (AI) in Agriculture Revenue ($) and Growth Rate (2021-2027)

Table Global Artificial Intelligence (AI) in Agriculture Sales Forecast by Regions (2021-2027)

Table Global Artificial Intelligence (AI) in Agriculture Revenue Forecast by Regions (2021-2027)

Figure North America Artificial Intelligence (AI) in Agriculture Sales Forecast (2021-2027)

Figure North America Artificial Intelligence (AI) in Agriculture Revenue Forecast (2021-2027)

Figure Europe Artificial Intelligence (AI) in Agriculture Sales Forecast (2021-2027)

Figure Europe Artificial Intelligence (AI) in Agriculture Revenue Forecast (2021-2027)

Figure Asia-Pacific Artificial Intelligence (AI) in Agriculture Sales Forecast (2021-2027)

Figure Asia-Pacific Artificial Intelligence (AI) in Agriculture Revenue Forecast (2021-2027)

Figure Middle East and Africa Artificial Intelligence (AI) in Agriculture Sales Forecast (2021-2027)

Figure Middle East and Africa Artificial Intelligence (AI) in Agriculture Revenue Forecast (2021-2027)

Figure South America Artificial Intelligence (AI) in Agriculture Sales Forecast (2021-2027)

Figure South America Artificial Intelligence (AI) in Agriculture Revenue Forecast (2021-2027)

Table Global Artificial Intelligence (AI) in Agriculture Sales Forecast by Types (2021-2027)

Table Global Artificial Intelligence (AI) in Agriculture Sales Market Share Forecast by Types (2021-2027)

Table Global Artificial Intelligence (AI) in Agriculture Revenue Market Share Forecast by Types (2021-2027)

Table Global Artificial Intelligence (AI) in Agriculture Sales Market Share Forecast by Applications (2021-2027)

Table Global Artificial Intelligence (AI) in Agriculture Revenue Forecast by Applications (2021-2027)

Table Global Artificial Intelligence (AI) in Agriculture Revenue Market Share Forecast by Applications (2021-2027)

Methodology/Research Approach

This research study involved the extensive usage of both primary and secondary data sources. The research process involved the study of various factors affecting the industry, including the government policy, market environment, competitive landscape, historical data, present trends in the market, technological innovation, upcoming technologies and the technical progress in related industry, and market risks, opportunities, market barriers and challenges. The following illustrative figure shows the market research methodology applied in this report.

Research Programs/Design

Historical Data (2015-2019)	Industry Trends Competitive Landscape By Company Expansion Mergers and Acquisitions Market Segment by Type by Application By Regions/ Geography	Value Status and Outlook Value for Major Players Market Share Growth Rate Present Situation Analysis Value Market Share Growth Rate Present Situation Analysis
Influencing Factors	Market Environment Government Policy Technological Changes Market Risks	Market Drivers Growing Demand of Downstream Reduction in Cost
Market Forecast (2021-2026)	Overall Size by Type by Application By Regions/Geography	Key Data (Value) Market Share Growth Rate CAGR (2021-2026)

Market Size Estimation

Top-down and bottom-up approaches are used to validate the global Voluntary Carbon Offset market size market and estimate the market size for Company, regions segments, product segments and Application (end users).

The market estimations in this report are based on the marketed sale price of Voluntary Carbon Offset (excluding any discounts provided by the player, distributor, wholesaler or traders). The percentage splits, market share, and breakdowns of the product segments are derived on the basis of weights assigned to each of the segments on the basis of their utilization rate and average sale price. The regional splits of the overall Voluntary Carbon Offset market and its sub-segments are based on the percentage adoption or utilization of the given product in the respective region or country.

Major Company in the market is identified through secondary research and their market revenues determined through primary and secondary research. Secondary research included the research of the annual and financial reports of the top Company; whereas, primary research included extensive interviews of key opinion leaders and industry experts such as experienced front-line staff, directors, CEOs and marketing executives. The percentage splits, market share, Growth Rate and breakdowns of the product markets are determined through using secondary sources and verified through the primary sources.

All possible factors that influence the markets included in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. The market size for top-level markets and sub-segments is normalized, and the effect of inflation, economic downturns, and regulatory & policy changes or other factors are not accounted for in the market forecast. This data is combined and added with detailed inputs and analysis from Market Intellix and presented in this report

The following figure shows an illustrative representation of the overall market size estimation process used for this study.

Market Breakdown and Data Triangulation

After complete market engineering with calculations for market statistics; market size estimations; market forecasting; market breakdown; and data triangulation, extensive primary research was conducted to gather information and verify and validate the critical numbers arrived at. In the complete market engineering process, both top-down and bottom-up approaches were extensively used, along with several data triangulation methods, to perform market estimation and market forecasting for the overall market segments and sub-segments listed in this report. Extensive qualitative and further quantitative analysis is also done from all the numbers arrived at in the complete market engineering process to list key information throughout the report.

Data Source

Secondary Sources

Secondary sources include such as press releases, annual reports, non-profit organizations, industry associations, governmental agencies and customs data, etc. This research study involves the usage of widespread secondary sources, directories, databases such as Bloomberg Business, Wind Info, Hoovers, Factiva (Dow Jones & Company), and TRADING ECONOMICS, and News Network, statista, Federal Reserve Economic Data, annual reports, BIS Statistics, ICIS; company house documents; CAS(American Chemical Society); investor presentations; and SEC filings of companies. Secondary research was used to identify and collect information useful for the extensive, technical, market-oriented, and Hospitals study of the Voluntary Carbon Offset market. It was also used to obtain important information about the top companies, market classification and segmentation according to industry trends to the bottom-most level, and key developments related to market and technology perspectives.

Market Size	Segmental value Geographic Penetration Product Adoption Rate for Different market	Journals, Websites, and Press Releases Annual Reports and SEC Filings Company Websites and Press Releases Public and Paid Databases Market Intellix Data Repository
Market Position of Top Company	Product Financials Geographic value Mix Total Company value Business/Segmental value Mix
Qualitative Analysis	Influence Factors Market Potential Market Risks and Opportunities Industry Trends Geographical Features Government Policies	Company Websites and Press Releases Public and Paid Databases Annual Reports Industry Associations Market Intellix Data Repository

Primary Sources

In the primary research process, various sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side include product Company (and their competitors), opinion leaders, industry experts, research institutions, distributors, dealer and traders, as well as the raw materials suppliers and producers, etc.

The primary sources from the demand side include industry experts such as business leaders, marketing and sales directors, technology and innovation directors, supply chain executive, end use (product buyers), and related key executives from various key companies and organizations operating in the global market.

Primary research was conducted to identify segmentation Type, product price range, product Application, key Company, raw materials supply and the downstream demand, industry status and outlook, and key market dynamics such as risks, influence factors, opportunities, market barriers, industry trends, and key player strategies.

Key Executives Interviewed

Key Data Information from Primary Sources

Primary Sources	Parameters	Key Data
Market Segments(by Application, by Type)	Value by Type Status and Forecast Value by Application Value by Regions, Status and Forecast (2021-2026)	Value Market Share by Type Value Growth Rate by Type Value by Application Percentage and Growth Rate by Application Value Growth Rate and Market Share by Regions Market Size Status and Forecast (2021-2026)
Total Market	Overall Size, Status and Forecast	Market Size Status and Forecast (2021-2026)