This report elaborates the market size, market characteristics, and market growth of the Artificial Intelligence (AI) in Agriculture industry, and breaks down according to the type, application, and consumption area of Artificial Intelligence (AI) in Agriculture. The report also conducted a PESTEL analysis of the industry to study the main influencing factors and entry barriers of the industry.

In Chapter 3.4 of the report, the impact of the COVID-19 outbreak on the industry was fully assessed. Fully risk assessment and industry recommendations were made for Artificial Intelligence (AI) in Agriculture in a special period. This chapter also compares the markets of Pre COVID-19 and Post COVID-19.

In addition, chapters 8-12 consider the impact of COVID-19 on the regional economy.

Key players in the global Artificial Intelligence (AI) in Agriculture market covered in Chapter 13:

Descartes Labs

FarmBot

Precision

Harvest Croo

Trace Genomics

Vision Robotics

Granular

Resson

Sky Squirrel Technologies

Microsoft

CropX

aWhere

Spensa Technologies

Connecterra

Autonomous Tractor Corporation

IBM

ec2ce

John Deere

Prospera technologies

Mavrx

Agribotix

Cainthus

Vine Rangers

The Climate Corporation

Intel

Gamaya

SAP

In Chapter 6, on the basis of types, the Artificial Intelligence (AI) in Agriculture market from 2015 to 2025 is primarily split into:

Hardware

Software

Service

In Chapter 7, on the basis of applications, the Artificial Intelligence (AI) in Agriculture market from 2015 to 2025 covers:

Precision Farming

Livestock Monitoring

Agriculture Robots

Drone Analytics

Others

Geographically, the detailed analysis of production, trade of the following countries is covered in Chapter 4.2, 5:

United States

Europe

China

Japan

India

Geographically, the detailed analysis of consumption, revenue, market share and growth rate of the following regions are covered in Chapter 8, 9, 10, 11, 12:

North America (Covered in Chapter 8)

United States

Canada

Mexico

Europe (Covered in Chapter 9)

Germany

UK

France

Italy

Spain

Others

Asia-Pacific (Covered in Chapter 10)

China

Japan

India

South Korea

Southeast Asia

Others

Middle East and Africa (Covered in Chapter 11)

Saudi Arabia

UAE

South Africa

Others

South America (Covered in Chapter 12)

Brazil

Others

Years considered for this report:

Historical Years: 2015-2019

Base Year: 2019

Estimated Year: 2020

Forecast Period: 2020-2025

Table of Content

1 Artificial Intelligence (AI) in Agriculture Market - Research Scope

1.1 Study Goals

1.2 Market Definition and Scope

1.3 Key Market Segments

1.4 Study and Forecasting Years

2 Artificial Intelligence (AI) in Agriculture Market - Research Methodology

2.1 Methodology

2.2 Research Data Source

2.2.1 Secondary Data

2.2.2 Primary Data

2.2.3 Market Size Estimation

2.2.4 Legal Disclaimer

3 Artificial Intelligence (AI) in Agriculture Market Forces

3.1 Global Artificial Intelligence (AI) in Agriculture Market Size

3.2 Top Impacting Factors (PESTEL Analysis)

3.2.1 Political Factors

3.2.2 Economic Factors

3.2.3 Social Factors

3.2.4 Technological Factors

3.2.5 Environmental Factors

3.2.6 Legal Factors

3.3 Industry Trend Analysis

3.4 Industry Trends Under COVID-19

3.4.1 Risk Assessment on COVID-19

3.4.2 Assessment of the Overall Impact of COVID-19 on the Industry

3.4.3 Pre COVID-19 and Post COVID-19 Market Scenario

3.5 Industry Risk Assessment

4 Artificial Intelligence (AI) in Agriculture Market - By Geography

4.1 Global Artificial Intelligence (AI) in Agriculture Market Value and Market Share by Regions

4.1.1 Global Artificial Intelligence (AI) in Agriculture Value ($) by Region (2015-2020)

4.1.2 Global Artificial Intelligence (AI) in Agriculture Value Market Share by Regions (2015-2020)

4.2 Global Artificial Intelligence (AI) in Agriculture Market Production and Market Share by Major Countries

4.2.1 Global Artificial Intelligence (AI) in Agriculture Production by Major Countries (2015-2020)

4.2.2 Global Artificial Intelligence (AI) in Agriculture Production Market Share by Major Countries (2015-2020)

4.3 Global Artificial Intelligence (AI) in Agriculture Market Consumption and Market Share by Regions

4.3.1 Global Artificial Intelligence (AI) in Agriculture Consumption by Regions (2015-2020)

4.3.2 Global Artificial Intelligence (AI) in Agriculture Consumption Market Share by Regions (2015-2020)

5 Artificial Intelligence (AI) in Agriculture Market - By Trade Statistics

5.1 Global Artificial Intelligence (AI) in Agriculture Export and Import

5.2 United States Artificial Intelligence (AI) in Agriculture Export and Import (2015-2020)

5.3 Europe Artificial Intelligence (AI) in Agriculture Export and Import (2015-2020)

5.4 China Artificial Intelligence (AI) in Agriculture Export and Import (2015-2020)

5.5 Japan Artificial Intelligence (AI) in Agriculture Export and Import (2015-2020)

5.6 India Artificial Intelligence (AI) in Agriculture Export and Import (2015-2020)

5.7

6 Artificial Intelligence (AI) in Agriculture Market - By Type

6.1 Global Artificial Intelligence (AI) in Agriculture Production and Market Share by Types (2015-2020)

6.1.1 Global Artificial Intelligence (AI) in Agriculture Production by Types (2015-2020)

6.1.2 Global Artificial Intelligence (AI) in Agriculture Production Market Share by Types (2015-2020)

6.2 Global Artificial Intelligence (AI) in Agriculture Value and Market Share by Types (2015-2020)

6.2.1 Global Artificial Intelligence (AI) in Agriculture Value by Types (2015-2020)

6.2.2 Global Artificial Intelligence (AI) in Agriculture Value Market Share by Types (2015-2020)

6.3 Global Artificial Intelligence (AI) in Agriculture Production, Price and Growth Rate of Hardware (2015-2020)

6.4 Global Artificial Intelligence (AI) in Agriculture Production, Price and Growth Rate of Software (2015-2020)

6.5 Global Artificial Intelligence (AI) in Agriculture Production, Price and Growth Rate of Service (2015-2020)

7 Artificial Intelligence (AI) in Agriculture Market - By Application

7.1 Global Artificial Intelligence (AI) in Agriculture Consumption and Market Share by Applications (2015-2020)

7.1.1 Global Artificial Intelligence (AI) in Agriculture Consumption by Applications (2015-2020)

7.1.2 Global Artificial Intelligence (AI) in Agriculture Consumption Market Share by Applications (2015-2020)

7.2 Global Artificial Intelligence (AI) in Agriculture Consumption and Growth Rate of Precision Farming (2015-2020)

7.3 Global Artificial Intelligence (AI) in Agriculture Consumption and Growth Rate of Livestock Monitoring (2015-2020)

7.4 Global Artificial Intelligence (AI) in Agriculture Consumption and Growth Rate of Agriculture Robots (2015-2020)

7.5 Global Artificial Intelligence (AI) in Agriculture Consumption and Growth Rate of Drone Analytics (2015-2020)

7.6 Global Artificial Intelligence (AI) in Agriculture Consumption and Growth Rate of Others (2015-2020)

8 North America Artificial Intelligence (AI) in Agriculture Market

8.1 North America Artificial Intelligence (AI) in Agriculture Market Size

8.2 United States Artificial Intelligence (AI) in Agriculture Market Size

8.3 Canada Artificial Intelligence (AI) in Agriculture Market Size

8.4 Mexico Artificial Intelligence (AI) in Agriculture Market Size

8.5 The Influence of COVID-19 on North America Market

9 Europe Artificial Intelligence (AI) in Agriculture Market Analysis

9.1 Europe Artificial Intelligence (AI) in Agriculture Market Size

9.2 Germany Artificial Intelligence (AI) in Agriculture Market Size

9.3 United Kingdom Artificial Intelligence (AI) in Agriculture Market Size

9.4 France Artificial Intelligence (AI) in Agriculture Market Size

9.5 Italy Artificial Intelligence (AI) in Agriculture Market Size

9.6 Spain Artificial Intelligence (AI) in Agriculture Market Size

9.7 The Influence of COVID-19 on Europe Market

10 Asia-Pacific Artificial Intelligence (AI) in Agriculture Market Analysis

10.1 Asia-Pacific Artificial Intelligence (AI) in Agriculture Market Size

10.2 China Artificial Intelligence (AI) in Agriculture Market Size

10.3 Japan Artificial Intelligence (AI) in Agriculture Market Size

10.4 South Korea Artificial Intelligence (AI) in Agriculture Market Size

10.5 Southeast Asia Artificial Intelligence (AI) in Agriculture Market Size

10.6 India Artificial Intelligence (AI) in Agriculture Market Size

10.7 The Influence of COVID-19 on Asia Pacific Market

11 Middle East and Africa Artificial Intelligence (AI) in Agriculture Market Analysis

11.1 Middle East and Africa Artificial Intelligence (AI) in Agriculture Market Size

11.2 Saudi Arabia Artificial Intelligence (AI) in Agriculture Market Size

11.3 UAE Artificial Intelligence (AI) in Agriculture Market Size

11.4 South Africa Artificial Intelligence (AI) in Agriculture Market Size

11.5 The Influence of COVID-19 on Middle East and Africa Market

12 South America Artificial Intelligence (AI) in Agriculture Market Analysis

12.1 South America Artificial Intelligence (AI) in Agriculture Market Size

12.2 Brazil Artificial Intelligence (AI) in Agriculture Market Size

12.3 The Influence of COVID-19 on South America Market

13 Company Profiles

13.1 Descartes Labs

13.1.1 Descartes Labs Basic Information

13.1.2 Descartes Labs Product Profiles, Application and Specification

13.1.3 Descartes Labs Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.2 FarmBot

13.2.1 FarmBot Basic Information

13.2.2 FarmBot Product Profiles, Application and Specification

13.2.3 FarmBot Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.3 Precision

13.3.1 Precision Basic Information

13.3.2 Precision Product Profiles, Application and Specification

13.3.3 Precision Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.4 Harvest Croo

13.4.1 Harvest Croo Basic Information

13.4.2 Harvest Croo Product Profiles, Application and Specification

13.4.3 Harvest Croo Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.5 Trace Genomics

13.5.1 Trace Genomics Basic Information

13.5.2 Trace Genomics Product Profiles, Application and Specification

13.5.3 Trace Genomics Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.6 Vision Robotics

13.6.1 Vision Robotics Basic Information

13.6.2 Vision Robotics Product Profiles, Application and Specification

13.6.3 Vision Robotics Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.7 Granular

13.7.1 Granular Basic Information

13.7.2 Granular Product Profiles, Application and Specification

13.7.3 Granular Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.8 Resson

13.8.1 Resson Basic Information

13.8.2 Resson Product Profiles, Application and Specification

13.8.3 Resson Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.9 Sky Squirrel Technologies

13.9.1 Sky Squirrel Technologies Basic Information

13.9.2 Sky Squirrel Technologies Product Profiles, Application and Specification

13.9.3 Sky Squirrel Technologies Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.10 Microsoft

13.10.1 Microsoft Basic Information

13.10.2 Microsoft Product Profiles, Application and Specification

13.10.3 Microsoft Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.11 CropX

13.11.1 CropX Basic Information

13.11.2 CropX Product Profiles, Application and Specification

13.11.3 CropX Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.12 aWhere

13.12.1 aWhere Basic Information

13.12.2 aWhere Product Profiles, Application and Specification

13.12.3 aWhere Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.13 Spensa Technologies

13.13.1 Spensa Technologies Basic Information

13.13.2 Spensa Technologies Product Profiles, Application and Specification

13.13.3 Spensa Technologies Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.14 Connecterra

13.14.1 Connecterra Basic Information

13.14.2 Connecterra Product Profiles, Application and Specification

13.14.3 Connecterra Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.15 Autonomous Tractor Corporation

13.15.1 Autonomous Tractor Corporation Basic Information

13.15.2 Autonomous Tractor Corporation Product Profiles, Application and Specification

13.15.3 Autonomous Tractor Corporation Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.16 IBM

13.16.1 IBM Basic Information

13.16.2 IBM Product Profiles, Application and Specification

13.16.3 IBM Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.17 ec2ce

13.17.1 ec2ce Basic Information

13.17.2 ec2ce Product Profiles, Application and Specification

13.17.3 ec2ce Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.18 John Deere

13.18.1 John Deere Basic Information

13.18.2 John Deere Product Profiles, Application and Specification

13.18.3 John Deere Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.19 Prospera technologies

13.19.1 Prospera technologies Basic Information

13.19.2 Prospera technologies Product Profiles, Application and Specification

13.19.3 Prospera technologies Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.20 Mavrx

13.20.1 Mavrx Basic Information

13.20.2 Mavrx Product Profiles, Application and Specification

13.20.3 Mavrx Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.21 Agribotix

13.21.1 Agribotix Basic Information

13.21.2 Agribotix Product Profiles, Application and Specification

13.21.3 Agribotix Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.22 Cainthus

13.22.1 Cainthus Basic Information

13.22.2 Cainthus Product Profiles, Application and Specification

13.22.3 Cainthus Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.23 Vine Rangers

13.23.1 Vine Rangers Basic Information

13.23.2 Vine Rangers Product Profiles, Application and Specification

13.23.3 Vine Rangers Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.24 The Climate Corporation

13.24.1 The Climate Corporation Basic Information

13.24.2 The Climate Corporation Product Profiles, Application and Specification

13.24.3 The Climate Corporation Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.25 Intel

13.25.1 Intel Basic Information

13.25.2 Intel Product Profiles, Application and Specification

13.25.3 Intel Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.26 Gamaya

13.26.1 Gamaya Basic Information

13.26.2 Gamaya Product Profiles, Application and Specification

13.26.3 Gamaya Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

13.27 SAP

13.27.1 SAP Basic Information

13.27.2 SAP Product Profiles, Application and Specification

13.27.3 SAP Artificial Intelligence (AI) in Agriculture Market Performance (2015-2020)

14 Market Forecast - By Regions

14.1 North America Artificial Intelligence (AI) in Agriculture Market Forecast (2020-2025)

14.2 Europe Artificial Intelligence (AI) in Agriculture Market Forecast (2020-2025)

14.3 Asia-Pacific Artificial Intelligence (AI) in Agriculture Market Forecast (2020-2025)

14.4 Middle East and Africa Artificial Intelligence (AI) in Agriculture Market Forecast (2020-2025)

14.5 South America Artificial Intelligence (AI) in Agriculture Market Forecast (2020-2025)

15 Market Forecast - By Type and Applications

15.1 Global Artificial Intelligence (AI) in Agriculture Market Forecast by Types (2020-2025)

15.1.1 Global Artificial Intelligence (AI) in Agriculture Market Forecast Production and Market Share by Types (2020-2025)

15.1.2 Global Artificial Intelligence (AI) in Agriculture Market Forecast Value and Market Share by Types (2020-2025)

15.2 Global Artificial Intelligence (AI) in Agriculture Market Forecast by Applications (2020-2025)

List of Tables and Figures

Figure Artificial Intelligence (AI) in Agriculture Picture

Table Artificial Intelligence (AI) in Agriculture Key Market Segments

Figure Study and Forecasting Years

Figure Global Artificial Intelligence (AI) in Agriculture Market Size and Growth Rate 2015-2025

Figure Industry PESTEL Analysis

Figure Global COVID-19 Status

Figure Market Size Forecast Comparison of Pre COVID-19 and Post COVID-19

Figure Global Artificial Intelligence (AI) in Agriculture Value ($) and Growth Rate (2015-2020)

Table Global Artificial Intelligence (AI) in Agriculture Value ($) by Countries (2015-2020)

Table Global Artificial Intelligence (AI) in Agriculture Value Market Share by Regions (2015-2020)

Figure Global Artificial Intelligence (AI) in Agriculture Value Market Share by Regions in 2019

Figure Global Artificial Intelligence (AI) in Agriculture Production and Growth Rate (2015-2020)

Table Global Artificial Intelligence (AI) in Agriculture Production by Major Countries (2015-2020)

Table Global Artificial Intelligence (AI) in Agriculture Production Market Share by Major Countries (2015-2020)

Figure Global Artificial Intelligence (AI) in Agriculture Production Market Share by Regions in 2019

Figure Global Artificial Intelligence (AI) in Agriculture Consumption and Growth Rate (2015-2020)

Table Global Artificial Intelligence (AI) in Agriculture Consumption by Regions (2015-2020)

Table Global Artificial Intelligence (AI) in Agriculture Consumption Market Share by Regions (2015-2020)

Figure Global Artificial Intelligence (AI) in Agriculture Consumption Market Share by Regions in 2019

Table Global Artificial Intelligence (AI) in Agriculture Export Top 3 Country 2019

Table Global Artificial Intelligence (AI) in Agriculture Import Top 3 Country 2019

Table United States Artificial Intelligence (AI) in Agriculture Export and Import (2015-2020)

Table Europe Artificial Intelligence (AI) in Agriculture Export and Import (2015-2020)

Table China Artificial Intelligence (AI) in Agriculture Export and Import (2015-2020)

Table Japan Artificial Intelligence (AI) in Agriculture Export and Import (2015-2020)

Table India Artificial Intelligence (AI) in Agriculture Export and Import (2015-2020)

Table Global Artificial Intelligence (AI) in Agriculture Production by Types (2015-2020)

Table Global Artificial Intelligence (AI) in Agriculture Production Market Share by Types (2015-2020)

Figure Global Artificial Intelligence (AI) in Agriculture Production Share by Type (2015-2020)

Table Global Artificial Intelligence (AI) in Agriculture Value by Types (2015-2020)

Table Global Artificial Intelligence (AI) in Agriculture Value Market Share by Types (2015-2020)

Figure Global Artificial Intelligence (AI) in Agriculture Value Share by Type (2015-2020)

Figure Global Hardware Production and Growth Rate (2015-2020)

Figure Global Hardware Price (2015-2020)

Figure Global Software Production and Growth Rate (2015-2020)

Figure Global Software Price (2015-2020)

Figure Global Service Production and Growth Rate (2015-2020)

Figure Global Service Price (2015-2020)

Table Global Artificial Intelligence (AI) in Agriculture Consumption by Applications (2015-2020)

Table Global Artificial Intelligence (AI) in Agriculture Consumption Market Share by Applications (2015-2020)

Figure Global Artificial Intelligence (AI) in Agriculture Consumption Share by Application (2015-2020)

Figure Global Precision Farming Consumption and Growth Rate (2015-2020)

Figure Global Livestock Monitoring Consumption and Growth Rate (2015-2020)

Figure Global Agriculture Robots Consumption and Growth Rate (2015-2020)

Figure Global Drone Analytics Consumption and Growth Rate (2015-2020)

Figure Global Others Consumption and Growth Rate (2015-2020)

Figure North America Artificial Intelligence (AI) in Agriculture Market Consumption and Growth Rate (2015-2020)

Table North America Artificial Intelligence (AI) in Agriculture Consumption by Countries (2015-2020)

Table North America Artificial Intelligence (AI) in Agriculture Consumption Market Share by Countries (2015-2020)

Figure North America Artificial Intelligence (AI) in Agriculture Consumption Market Share by Countries (2015-2020)

Figure United States Artificial Intelligence (AI) in Agriculture Market Consumption and Growth Rate (2015-2020)

Figure Canada Artificial Intelligence (AI) in Agriculture Market Consumption and Growth Rate (2015-2020)

Figure Mexico Artificial Intelligence (AI) in Agriculture Market Consumption and Growth Rate (2015-2020)

Figure North America COVID-19 Status

Figure Europe Artificial Intelligence (AI) in Agriculture Market Consumption and Growth Rate (2015-2020)

Table Europe Artificial Intelligence (AI) in Agriculture Consumption by Countries (2015-2020)

Table Europe Artificial Intelligence (AI) in Agriculture Consumption Market Share by Countries (2015-2020)

Figure Europe Artificial Intelligence (AI) in Agriculture Consumption Market Share by Countries (2015-2020)

Figure Germany Artificial Intelligence (AI) in Agriculture Market Consumption and Growth Rate (2015-2020)

Figure United Kingdom Artificial Intelligence (AI) in Agriculture Market Consumption and Growth Rate (2015-2020)

Figure France Artificial Intelligence (AI) in Agriculture Market Consumption and Growth Rate (2015-2020)

Figure Italy Artificial Intelligence (AI) in Agriculture Market Consumption and Growth Rate (2015-2020)

Figure Spain Artificial Intelligence (AI) in Agriculture Market Consumption and Growth Rate (2015-2020)

Figure Europe COVID-19 Status

Figure Asia-Pacific Artificial Intelligence (AI) in Agriculture Market Consumption and Growth Rate (2015-2020)

Table Asia-Pacific Artificial Intelligence (AI) in Agriculture Consumption by Countries (2015-2020)

Table Asia-Pacific Artificial Intelligence (AI) in Agriculture Consumption Market Share by Countries (2015-2020)

Figure Asia-Pacific Artificial Intelligence (AI) in Agriculture Consumption Market Share by Countries (2015-2020)

Figure China Artificial Intelligence (AI) in Agriculture Market Consumption and Growth Rate (2015-2020)

Figure Japan Artificial Intelligence (AI) in Agriculture Market Consumption and Growth Rate (2015-2020)

Figure South Korea Artificial Intelligence (AI) in Agriculture Market Consumption and Growth Rate (2015-2020)

Figure Southeast Asia Artificial Intelligence (AI) in Agriculture Market Consumption and Growth Rate (2015-2020)

Figure India Artificial Intelligence (AI) in Agriculture Market Consumption and Growth Rate (2015-2020)

Figure Asia Pacific COVID-19 Status

Figure Middle East and Africa Artificial Intelligence (AI) in Agriculture Market Consumption and Growth Rate (2015-2020)

Table Middle East and Africa Artificial Intelligence (AI) in Agriculture Consumption by Countries (2015-2020)

Table Middle East and Africa Artificial Intelligence (AI) in Agriculture Consumption Market Share by Countries (2015-2020)

Figure Middle East and Africa Artificial Intelligence (AI) in Agriculture Consumption Market Share by Countries (2015-2020)

Figure Saudi Arabia Artificial Intelligence (AI) in Agriculture Market Consumption and Growth Rate (2015-2020)

Figure UAE Artificial Intelligence (AI) in Agriculture Market Consumption and Growth Rate (2015-2020)

Figure South Africa Artificial Intelligence (AI) in Agriculture Market Consumption and Growth Rate (2015-2020)

Figure South America Artificial Intelligence (AI) in Agriculture Market Consumption and Growth Rate (2015-2020)

Table South America Artificial Intelligence (AI) in Agriculture Consumption by Countries (2015-2020)

Table South America Artificial Intelligence (AI) in Agriculture Consumption Market Share by Countries (2015-2020)

Figure South America Artificial Intelligence (AI) in Agriculture Consumption Market Share by Countries (2015-2020)

Figure Brazil Artificial Intelligence (AI) in Agriculture Market Consumption and Growth Rate (2015-2020)

Table Descartes Labs Company Profile

Table Descartes Labs Production, Value, Price, Gross Margin 2015-2020

Figure Descartes Labs Production and Growth Rate

Figure Descartes Labs Value ($) Market Share 2015-2020

Table FarmBot Company Profile

Table FarmBot Production, Value, Price, Gross Margin 2015-2020

Figure FarmBot Production and Growth Rate

Figure FarmBot Value ($) Market Share 2015-2020

Table Precision Company Profile

Table Precision Production, Value, Price, Gross Margin 2015-2020

Figure Precision Production and Growth Rate

Figure Precision Value ($) Market Share 2015-2020

Table Harvest Croo Company Profile

Table Harvest Croo Production, Value, Price, Gross Margin 2015-2020

Figure Harvest Croo Production and Growth Rate

Figure Harvest Croo Value ($) Market Share 2015-2020

Table Trace Genomics Company Profile

Table Trace Genomics Production, Value, Price, Gross Margin 2015-2020

Figure Trace Genomics Production and Growth Rate

Figure Trace Genomics Value ($) Market Share 2015-2020

Table Vision Robotics Company Profile

Table Vision Robotics Production, Value, Price, Gross Margin 2015-2020

Figure Vision Robotics Production and Growth Rate

Figure Vision Robotics Value ($) Market Share 2015-2020

Table Granular Company Profile

Table Granular Production, Value, Price, Gross Margin 2015-2020

Figure Granular Production and Growth Rate

Figure Granular Value ($) Market Share 2015-2020

Table Resson Company Profile

Table Resson Production, Value, Price, Gross Margin 2015-2020

Figure Resson Production and Growth Rate

Figure Resson Value ($) Market Share 2015-2020

Table Sky Squirrel Technologies Company Profile

Table Sky Squirrel Technologies Production, Value, Price, Gross Margin 2015-2020

Figure Sky Squirrel Technologies Production and Growth Rate

Figure Sky Squirrel Technologies Value ($) Market Share 2015-2020

Table Microsoft Company Profile

Table Microsoft Production, Value, Price, Gross Margin 2015-2020

Figure Microsoft Production and Growth Rate

Figure Microsoft Value ($) Market Share 2015-2020

Table CropX Company Profile

Table CropX Production, Value, Price, Gross Margin 2015-2020

Figure CropX Production and Growth Rate

Figure CropX Value ($) Market Share 2015-2020

Table aWhere Company Profile

Table aWhere Production, Value, Price, Gross Margin 2015-2020

Figure aWhere Production and Growth Rate

Figure aWhere Value ($) Market Share 2015-2020

Table Spensa Technologies Company Profile

Table Spensa Technologies Production, Value, Price, Gross Margin 2015-2020

Figure Spensa Technologies Production and Growth Rate

Figure Spensa Technologies Value ($) Market Share 2015-2020

Table Connecterra Company Profile

Table Connecterra Production, Value, Price, Gross Margin 2015-2020

Figure Connecterra Production and Growth Rate

Figure Connecterra Value ($) Market Share 2015-2020

Table Autonomous Tractor Corporation Company Profile

Table Autonomous Tractor Corporation Production, Value, Price, Gross Margin 2015-2020

Figure Autonomous Tractor Corporation Production and Growth Rate

Figure Autonomous Tractor Corporation Value ($) Market Share 2015-2020

Table IBM Company Profile

Table IBM Production, Value, Price, Gross Margin 2015-2020

Figure IBM Production and Growth Rate

Figure IBM Value ($) Market Share 2015-2020

Table ec2ce Company Profile

Table ec2ce Production, Value, Price, Gross Margin 2015-2020

Figure ec2ce Production and Growth Rate

Figure ec2ce Value ($) Market Share 2015-2020

Table John Deere Company Profile

Table John Deere Production, Value, Price, Gross Margin 2015-2020

Figure John Deere Production and Growth Rate

Figure John Deere Value ($) Market Share 2015-2020

Table Prospera technologies Company Profile

Table Prospera technologies Production, Value, Price, Gross Margin 2015-2020

Figure Prospera technologies Production and Growth Rate

Figure Prospera technologies Value ($) Market Share 2015-2020

Table Mavrx Company Profile

Table Mavrx Production, Value, Price, Gross Margin 2015-2020

Figure Mavrx Production and Growth Rate

Figure Mavrx Value ($) Market Share 2015-2020

Table Agribotix Company Profile

Table Agribotix Production, Value, Price, Gross Margin 2015-2020

Figure Agribotix Production and Growth Rate

Figure Agribotix Value ($) Market Share 2015-2020

Table Cainthus Company Profile

Table Cainthus Production, Value, Price, Gross Margin 2015-2020

Figure Cainthus Production and Growth Rate

Figure Cainthus Value ($) Market Share 2015-2020

Table Vine Rangers Company Profile

Table Vine Rangers Production, Value, Price, Gross Margin 2015-2020

Figure Vine Rangers Production and Growth Rate

Figure Vine Rangers Value ($) Market Share 2015-2020

Table The Climate Corporation Company Profile

Table The Climate Corporation Production, Value, Price, Gross Margin 2015-2020

Figure The Climate Corporation Production and Growth Rate

Figure The Climate Corporation Value ($) Market Share 2015-2020

Table Intel Company Profile

Table Intel Production, Value, Price, Gross Margin 2015-2020

Figure Intel Production and Growth Rate

Figure Intel Value ($) Market Share 2015-2020

Table Gamaya Company Profile

Table Gamaya Production, Value, Price, Gross Margin 2015-2020

Figure Gamaya Production and Growth Rate

Figure Gamaya Value ($) Market Share 2015-2020

Table SAP Company Profile

Table SAP Production, Value, Price, Gross Margin 2015-2020

Figure SAP Production and Growth Rate

Figure SAP Value ($) Market Share 2015-2020

Figure North America Market Consumption and Growth Rate Forecast (2020-2025)

Figure Europe Market Consumption and Growth Rate Forecast (2020-2025)

Figure Asia-Pacific Market Consumption and Growth Rate Forecast (2020-2025)

Figure Middle East and Africa Market Consumption and Growth Rate Forecast (2020-2025)

Figure South America Market Consumption and Growth Rate Forecast (2020-2025)

Table Global Artificial Intelligence (AI) in Agriculture Market Forecast Production by Types (2020-2025)

Table Global Artificial Intelligence (AI) in Agriculture Market Forecast Production Share by Types (2020-2025)

Table Global Artificial Intelligence (AI) in Agriculture Market Forecast Value ($) by Types (2020-2025)

Table Global Artificial Intelligence (AI) in Agriculture Market Forecast Value Share by Types (2020-2025)

Table Global Artificial Intelligence (AI) in Agriculture Market Forecast Consumption by Applications (2020-2025)

Table Global Artificial Intelligence (AI) in Agriculture Market Forecast Consumption Share by Applications (2020-2025)

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)