Machine Learning For Crop Yield Prediction Global Market Report 2025

Published Sep 02, 2025

Length 175 Pages

SKU # BRC20353575

Description

Machine Learning For Crop Yield Prediction Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on machine learning for crop yield prediction market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase

Gain a truly global perspective with the most comprehensive report available on this market covering 15 geographies.
Assess the impact of key macro factors such as geopolitical conflicts, trade policies and tariffs, post-pandemic supply chain realignment, inflation and interest rate fluctuations, and evolving regulatory landscapes.
Create regional and country strategies on the basis of local data and analysis.
Identify growth segments for investment.
Outperform competitors using forecast data and the drivers and trends shaping the market.
Understand customers based on the latest market shares.
Benchmark performance against key competitors.
Suitable for supporting your internal and external presentations with reliable high quality data and analysis
Report will be updated with the latest data and delivered to you within 2-3 working days of order along with an Excel data sheet for easy data extraction and analysis.
All data from the report will also be delivered in an excel dashboard format.

Description:

Where is the largest and fastest growing market for machine learning for crop yield prediction ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward, including technological disruption, regulatory shifts, and changing consumer preferences? The machine learning for crop yield prediction market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market’s historic and forecast market growth by geography.

The market characteristics section of the report defines and explains the market.
The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
The forecasts are made after considering the major factors currently impacting the market. These include:
The forecasts are made after considering the major factors currently impacting the market. These include the technological advancements such as AI and automation, Russia-Ukraine war, trade tariffs (government-imposed import/export duties), elevated inflation and interest rates.
Market segmentations break down the market into sub markets.
The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth.
The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

Markets Covered:1) By Component: Software; Services

2) By Deployment Model: Cloud-Based; On-Premises

3) By Farm Size: Small; Medium; Large

4) By End User: Farmers; Agricultural Cooperatives; Research Institutions; Government Agencies; Other End Users

Subsegments:

1) By Software: Predictive Analytics Software; AI-Powered Crop Monitoring Software; Weather And Climate Data Analytics Software; Remote Sensing And Satellite Imaging Software; Farm Management Software

2) By Services: Consulting And Advisory Services; Implementation And Integration Services; Training And Support Services; Data Analytics And Custom Modeling Services; Cloud-Based Agricultural AI Services

Companies Mentioned: Microsoft Corp.; BASF SE; International Business Machines Corp.; Bayer AG; Ninjacart; Raven Industries Inc.; Cropin Technology Solutions Pvt.; Terramera Inc.; FarmWise Labs Inc.; Sentera Inc.; Taranis; Ceres Imaging Inc.; CropX Inc.; PrecisionHawk; Aerobotics Ltd.; Fasal; IUNU Inc.; AgriWebb Pty Ltd.; Keymakr Inc.; Trace Genomics Inc.; Bloomfield Robotics; Agrograph Inc.; Xyonix Inc.; AiDOOS Corp.; FruitSpec

Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain

Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa

Time Series: Five years historic and ten years forecast.

Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,

Data Segmentations: country and regional historic and forecast data, market share of competitors, market segments.

Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.

Delivery Format: PDF, Word and Excel Data Dashboard.

Please Note: Report will be updated with the latest data and delivered to you within 3-5 working days of order.

1. Executive Summary
2. Machine Learning For Crop Yield Prediction Market Characteristics
3. Machine Learning For Crop Yield Prediction Market Trends And Strategies
4. Machine Learning For Crop Yield Prediction Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Trade Wars and Tariffs, And Covid And Recovery On The Market: 4.1. Supply Chain Impact from Tariff War & Trade Protectionism
5. Global Machine Learning For Crop Yield Prediction Growth Analysis And Strategic Analysis Framework: 5.1. Global Machine Learning For Crop Yield Prediction PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints); 5.2. Analysis Of End Use Industries; 5.3. Global Machine Learning For Crop Yield Prediction Market Growth Rate Analysis; 5.4. Global Machine Learning For Crop Yield Prediction Historic Market Size and Growth, 2019 - 2024, Value ($ Billion); 5.5. Global Machine Learning For Crop Yield Prediction Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion); 5.6. Global Machine Learning For Crop Yield Prediction Total Addressable Market (TAM)
6. Machine Learning For Crop Yield Prediction Market Segmentation: 6.1. Global Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; Software; Services; 6.2. Global Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; Cloud-Based; On-Premises; 6.3. Global Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; Small; Medium; Large; 6.4. Global Machine Learning For Crop Yield Prediction Market, Segmentation By End User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; Farmers; Agricultural Cooperatives; Research Institutions; Government Agencies; Other End Users; 6.5. Global Machine Learning For Crop Yield Prediction Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; Predictive Analytics Software; AI-Powered Crop Monitoring Software; Weather And Climate Data Analytics Software; Remote Sensing And Satellite Imaging Software; Farm Management Software; 6.6. Global Machine Learning For Crop Yield Prediction Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; Consulting And Advisory Services; Implementation And Integration Services; Training And Support Services; Data Analytics And Custom Modeling Services; Cloud-Based Agricultural AI Services
7. Machine Learning For Crop Yield Prediction Market Regional And Country Analysis: 7.1. Global Machine Learning For Crop Yield Prediction Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 7.2. Global Machine Learning For Crop Yield Prediction Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
8. Asia-Pacific Machine Learning For Crop Yield Prediction Market: 8.1. Asia-Pacific Machine Learning For Crop Yield Prediction Market Overview; Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies; 8.2. Asia-Pacific Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 8.3. Asia-Pacific Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 8.4. Asia-Pacific Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
9. China Machine Learning For Crop Yield Prediction Market: 9.1. China Machine Learning For Crop Yield Prediction Market Overview; 9.2. China Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion; 9.3. China Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion; 9.4. China Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
10. India Machine Learning For Crop Yield Prediction Market: 10.1. India Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 10.2. India Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 10.3. India Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
11. Japan Machine Learning For Crop Yield Prediction Market: 11.1. Japan Machine Learning For Crop Yield Prediction Market Overview; 11.2. Japan Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 11.3. Japan Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 11.4. Japan Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
12. Australia Machine Learning For Crop Yield Prediction Market: 12.1. Australia Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 12.2. Australia Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 12.3. Australia Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
13. Indonesia Machine Learning For Crop Yield Prediction Market: 13.1. Indonesia Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 13.2. Indonesia Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 13.3. Indonesia Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
14. South Korea Machine Learning For Crop Yield Prediction Market: 14.1. South Korea Machine Learning For Crop Yield Prediction Market Overview; 14.2. South Korea Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 14.3. South Korea Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 14.4. South Korea Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
15. Western Europe Machine Learning For Crop Yield Prediction Market: 15.1. Western Europe Machine Learning For Crop Yield Prediction Market Overview; 15.2. Western Europe Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 15.3. Western Europe Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 15.4. Western Europe Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
16. UK Machine Learning For Crop Yield Prediction Market: 16.1. UK Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 16.2. UK Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 16.3. UK Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
17. Germany Machine Learning For Crop Yield Prediction Market: 17.1. Germany Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 17.2. Germany Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 17.3. Germany Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
18. France Machine Learning For Crop Yield Prediction Market: 18.1. France Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 18.2. France Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 18.3. France Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
19. Italy Machine Learning For Crop Yield Prediction Market: 19.1. Italy Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 19.2. Italy Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 19.3. Italy Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
20. Spain Machine Learning For Crop Yield Prediction Market: 20.1. Spain Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 20.2. Spain Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 20.3. Spain Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
21. Eastern Europe Machine Learning For Crop Yield Prediction Market: 21.1. Eastern Europe Machine Learning For Crop Yield Prediction Market Overview; 21.2. Eastern Europe Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 21.3. Eastern Europe Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 21.4. Eastern Europe Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
22. Russia Machine Learning For Crop Yield Prediction Market: 22.1. Russia Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 22.2. Russia Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 22.3. Russia Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
23. North America Machine Learning For Crop Yield Prediction Market: 23.1. North America Machine Learning For Crop Yield Prediction Market Overview; 23.2. North America Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 23.3. North America Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 23.4. North America Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
24. USA Machine Learning For Crop Yield Prediction Market: 24.1. USA Machine Learning For Crop Yield Prediction Market Overview; 24.2. USA Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 24.3. USA Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 24.4. USA Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
25. Canada Machine Learning For Crop Yield Prediction Market: 25.1. Canada Machine Learning For Crop Yield Prediction Market Overview; 25.2. Canada Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 25.3. Canada Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 25.4. Canada Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
26. South America Machine Learning For Crop Yield Prediction Market: 26.1. South America Machine Learning For Crop Yield Prediction Market Overview; 26.2. South America Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 26.3. South America Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 26.4. South America Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
27. Brazil Machine Learning For Crop Yield Prediction Market: 27.1. Brazil Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 27.2. Brazil Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 27.3. Brazil Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
28. Middle East Machine Learning For Crop Yield Prediction Market: 28.1. Middle East Machine Learning For Crop Yield Prediction Market Overview; 28.2. Middle East Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 28.3. Middle East Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 28.4. Middle East Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
29. Africa Machine Learning For Crop Yield Prediction Market: 29.1. Africa Machine Learning For Crop Yield Prediction Market Overview; 29.2. Africa Machine Learning For Crop Yield Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 29.3. Africa Machine Learning For Crop Yield Prediction Market, Segmentation By Deployment Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion; 29.4. Africa Machine Learning For Crop Yield Prediction Market, Segmentation By Farm Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
30. Machine Learning For Crop Yield Prediction Market Competitive Landscape And Company Profiles: 30.1. Machine Learning For Crop Yield Prediction Market Competitive Landscape; 30.2. Machine Learning For Crop Yield Prediction Market Company Profiles; 30.2.1. Microsoft Corp. Overview, Products and Services, Strategy and Financial Analysis; 30.2.2. BASF SE Overview, Products and Services, Strategy and Financial Analysis; 30.2.3. International Business Machines Corp. Overview, Products and Services, Strategy and Financial Analysis; 30.2.4. Bayer AG Overview, Products and Services, Strategy and Financial Analysis; 30.2.5. Ninjacart Overview, Products and Services, Strategy and Financial Analysis
31. Machine Learning For Crop Yield Prediction Market Other Major And Innovative Companies: 31.1. Raven Industries Inc.; 31.2. Cropin Technology Solutions Pvt.; 31.3. Terramera Inc.; 31.4. FarmWise Labs Inc.; 31.5. Sentera Inc.; 31.6. Taranis; 31.7. Ceres Imaging Inc.; 31.8. CropX Inc.; 31.9. PrecisionHawk; 31.10. Aerobotics Ltd.; 31.11. Fasal; 31.12. IUNU Inc.; 31.13. AgriWebb Pty Ltd.; 31.14. Keymakr Inc.; 31.15. Trace Genomics Inc.
32. Global Machine Learning For Crop Yield Prediction Market Competitive Benchmarking And Dashboard
33. Key Mergers And Acquisitions In The Machine Learning For Crop Yield Prediction Market
34. Recent Developments In The Machine Learning For Crop Yield Prediction Market
35. Machine Learning For Crop Yield Prediction Market High Potential Countries, Segments and Strategies: 35.1 Machine Learning For Crop Yield Prediction Market In 2029 - Countries Offering Most New Opportunities; 35.2 Machine Learning For Crop Yield Prediction Market In 2029 - Segments Offering Most New Opportunities; 35.3 Machine Learning For Crop Yield Prediction Market In 2029 - Growth Strategies; 35.3.1 Market Trend Based Strategies; 35.3.2 Competitor Strategies
36. Appendix: 36.1. Abbreviations; 36.2. Currencies; 36.3. Historic And Forecast Inflation Rates; 36.4. Research Inquiries; 36.5. The Business Research Company; 36.6. Copyright And Disclaimer

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