Table of Content

Executive Summary
Scope and Definition

1 Markets
1.1 Trends: Current and Future Impact Assessment
1.1.1 Trends: Overview
1.1.2 Technological Advancements and Increasing Adoption Rate for Precision Farming
1.1.3 Drones Revolutionizing Precision Farming: Enhancing Efficiency, Sustainability, and Reducing Costs in Smart Agriculture
1.1.4 Emerging Imaging and Data Collection Technologies
1.2 Supply Chain Overview
1.2.1 Value Chain Analysis
1.3 Research and Development Review
1.3.1 Patent Filing Trend (by Country and Company)
1.4 Stakeholder Analysis
1.4.1 Use Case
1.4.1.1 Farmers/Agribusinesses
1.4.1.2 Technology Providers
1.4.1.3 Government and Regulatory Bodies
1.4.1.4 Data and Analytics Providers
1.4.1.5 Distributors and Retailers
1.4.1.6 Environmental Organizations
1.5 Startup Landscape
1.5.1 Key Startups in the Ecosystem
1.6 Market Dynamics Overview
1.6.1 Market Drivers
1.6.1.1 Necessity for Advancements in Agricultural Methods
1.6.1.2 Strategic Impact of Global Trade and Market Integration on Agricultural Technology Adoption
1.6.1.3 Rising Need to Increase Crop Production
1.6.2 Market Challenges
1.6.2.1 High Costs Hindering Widespread Adoption of Advanced Farming Technologies
1.6.2.2 Compatibility with Existing Equipment
1.6.3 Market Opportunities
1.6.3.1 Integral Offerings with Horizontal Integration in Farming
1.6.3.2 Climate-Smart Agriculture

2 Application
2.1 Application Segmentation
2.2 Application Summary
2.2.1 Smart Crop Scouting Market (by Application)
2.2.2 Smart Spraying Market (by Application)
2.3 Smart Crop Scouting and Smart Spraying Market (by Application)
2.4 Smart Crop Scouting Market (by Application)
2.4.1 Weed Detection
2.4.2 Disease and Damage Detection
2.4.3 Pest Detection
2.4.4 Nutrient Analysis
2.4.5 Others (Crop Health Monitoring, Soil Moisture Assessment)
2.5 Smart Spraying Market (by Application)
2.5.1 Nutrient Application
2.5.2 Crop Protection Chemical Application
2.5.3 Herbicides

3 Products
3.1 Product Segmentation
3.2 Product Summary
3.2.1 Smart Crop Scouting Market (by Product)
3.2.1.1 Smart Crop Scouting Market (by Equipment Testing)
3.2.1.2 Smart Crop Scouting Market (by Software Testing)
3.2.2 Smart Spraying Market (by Product)
3.3 Smart Crop Scouting and Smart Spraying Market (by Product)
3.4 Smart Crop Scouting Market (by Product)
3.4.1 Equipment Scouting
3.4.1.1 Robots
3.4.1.2 Drones/UAVs
3.4.1.3 Sensors
3.4.2 Software Scouting
3.4.2.1 Geographic Information System (GIS) Software
3.4.2.2 Remote Sensing Software
3.4.2.3 Crop Management Software
3.5 Smart Spraying Market (by Product)
3.5.1 Tractor Mounted and Self-Propelled Sprayers
3.5.2 Robotic Sprayers
3.5.3 Drone Sprayers

4 Regions
4.1 Regional Summary
4.2 North America
4.2.1 Regional Overview
4.2.2 Driving Factors for Market Growth
4.2.3 Factors Challenging the Market
4.2.4 Application
4.2.5 Product
4.2.6 U.S.
4.2.6.1 Application
4.2.6.2 Product
4.2.7 Canada
4.2.7.1 Application
4.2.7.2 Product
4.2.8 Mexico
4.2.8.1 Application
4.2.8.2 Product
4.3 Europe
4.3.1 Regional Overview
4.3.2 Driving Factors for Market Growth
4.3.3 Factors Challenging the Market
4.3.4 Application
4.3.5 Product
4.3.6 Germany
4.3.6.1 Application
4.3.6.2 Product
4.3.7 France
4.3.7.1 Application
4.3.7.2 Product
4.3.8 U.K.
4.3.8.1 Application
4.3.8.2 Product
4.3.9 Italy
4.3.9.1 Application
4.3.9.2 Product
4.3.10 Spain
4.3.10.1 Application
4.3.10.2 Product
4.3.11 Netherlands
4.3.11.1 Application
4.3.11.2 Product
4.3.12 Belgium
4.3.12.1 Application
4.3.12.2 Product
4.3.13 Switzerland
4.3.13.1 Application
4.3.13.2 Product
4.3.14 Rest-of-Europe
4.3.14.1 Application
4.3.14.2 Product
4.4 Asia-Pacific
4.4.1 Regional Overview
4.4.2 Driving Factors for Market Growth
4.4.3 Factors Challenging the Market
4.4.4 Application
4.4.5 Product
4.4.6 China
4.4.6.1 Application
4.4.6.2 Product
4.4.7 India
4.4.7.1 Application
4.4.7.2 Product
4.4.8 Japan
4.4.8.1 Application
4.4.8.2 Product
4.4.9 South Korea
4.4.9.1 Application
4.4.9.2 Product
4.4.10 Australia and New Zealand (ANZ)
4.4.10.1 Application
4.4.10.2 Product
4.4.11 Rest-of-Asia-Pacific
4.4.11.1 Application
4.4.11.2 Product
4.5 Rest-of-the-World
4.5.1 Regional Overview
4.5.2 Driving Factors for Market Growth
4.5.3 Factors Challenging the Market
4.5.4 Application
4.5.5 Product
4.5.6 South America
4.5.6.1 Application
4.5.6.2 Product
4.5.7 Middle East and Africa
4.5.7.1 Application
4.5.7.2 Product

5 Markets - Competitive Benchmarking & Company Profiles
5.1 Next Frontiers
5.2 Geographic Assessment
5.2.1 Semios
5.2.1.1 Overview
5.2.1.2 Top Products/Product Portfolio
5.2.1.3 Top Competitors
5.2.1.4 Target Customers
5.2.1.5 Key Personnel
5.2.1.6 Analyst View
5.2.2 Bushel Inc.
5.2.2.1 Overview
5.2.2.2 Top Products/Product Portfolio
5.2.2.3 Top Competitors
5.2.2.4 Target Customers
5.2.2.5 Key Personnel
5.2.2.6 Analyst View
5.2.3 Climate LLC (Bayer AG)
5.2.3.1 Overview
5.2.3.2 Top Products/Product Portfolio
5.2.3.3 Top Competitors
5.2.3.4 Target Customers
5.2.3.5 Key Personnel
5.2.3.6 Analyst View
5.2.4 Cropin Technology Solutions Private Limited
5.2.4.1 Overview
5.2.4.2 Top Products/Product Portfolio
5.2.4.3 Top Competitors
5.2.4.4 Target Customers
5.2.4.5 Key Personnel
5.2.4.6 Analyst View
5.2.5 BASF SE
5.2.5.1 Overview
5.2.5.2 Top Products/Product Portfolio
5.2.5.3 Top Competitors
5.2.5.4 Target Customers
5.2.5.5 Key Personnel
5.2.5.6 Analyst View
5.2.6 Corteva
5.2.6.1 Overview
5.2.6.2 Top Products/Product Portfolio
5.2.6.3 Top Competitors
5.2.6.4 Target Customers
5.2.6.5 Key Personnel
5.2.6.6 Analyst View
5.2.7 DJI
5.2.7.1 Overview
5.2.7.2 Top Products/Product Portfolio
5.2.7.3 Top Competitors
5.2.7.4 Target Customers
5.2.7.5 Key Personnel
5.2.7.6 Analyst View
5.2.8 Trimble Inc.
5.2.8.1 Overview
5.2.8.2 Top Products/Product Portfolio
5.2.8.3 Top Competitors
5.2.8.4 Target Customers
5.2.8.5 Key Personnel
5.2.8.6 Analyst View
5.2.9 AGCO Corporation
5.2.9.1 Overview
5.2.9.2 Top Products/Product Portfolio
5.2.9.3 Top Competitors
5.2.9.4 Target Customers
5.2.9.5 Key Personnel
5.2.9.6 Analyst View
5.2.10 Deere & Company
5.2.10.1 Overview
5.2.10.2 Top Products/Product Portfolio
5.2.10.3 Top Competitors
5.2.10.4 Target Customers
5.2.10.5 Key Personnel
5.2.10.6 Analyst View
5.2.11 KUBOTA Corporation
5.2.11.1 Overview
5.2.11.2 Top Products/Product Portfolio
5.2.11.3 Top Competitors
5.2.11.4 Target Customers/End Users
5.2.11.5 Key Personnel
5.2.11.6 Analyst View
5.2.12 AGRIVI
5.2.12.1 Overview
5.2.12.2 Top Products/Product Portfolio
5.2.12.3 Top Competitors
5.2.12.4 Target Customers
5.2.12.5 Key Personnel
5.2.12.6 Analyst View
5.2.13 Robert Bosch GmbH
5.2.13.1 Overview
5.2.13.2 Top Products/Product Portfolio
5.2.13.3 Top Competitors
5.2.13.4 Target Customers
5.2.13.5 Key Personnel
5.2.13.6 Analyst View
5.2.14 Ag Leader Technology
5.2.14.1 Overview
5.2.14.2 Top Products/Product Portfolio
5.2.14.3 Top Competitors
5.2.14.4 Target Customers
5.2.14.5 Key Personnel
5.2.14.6 Analyst View
5.2.15 CNH Industrial N.V.
5.2.15.1 Overview
5.2.15.2 Top Products/Product Portfolio
5.2.15.3 Top Competitors
5.2.15.4 Target Customers
5.2.15.5 Key Personnel
5.2.15.6 Analyst View

6 Research Methodology
6.1 Data Sources
6.1.1 Primary Data Sources
6.1.2 Secondary Data Sources
6.1.3 Data Triangulation
6.2 Market Estimation and Forecast

List of Figures
Figure 1: Smart Crop Scouting and Smart Spraying Market (by Scenario), $Million, 2023, 2027, and 2034
Figure 2: Global Smart Crop Scouting and Smart Spraying Market (by Region), $Million, 2023, 2027, and 2034
Figure 3: Global Smart Crop Scouting Market (by Application), $Million, 2023, 2027, and 2034
Figure 4: Global Smart Spraying Market (by Application), $Million, 2023, 2027, and 2034
Figure 5: Global Smart Crop Scouting Market (by Product), $Million, 2023, 2027, and 2034
Figure 6: Global Smart Spraying Market (by Product), $Million, 2023, 2027, and 2034
Figure 7: Global Smart Crop Scouting and Smart Spraying Market, Recent Developments
Figure 8: Precision Agriculture Technology Usage in Nebraska
Figure 9: Global Holdings of DJI Agricultural Drones, 2016-2021
Figure 10: Supply Chain Analysis
Figure 11: Patent Filed (by Country), January 2021-August 2024
Figure 12: Patent Filed (by Company), January 2021-August 2024
Figure 13: Impact Analysis of Market Navigating Factors, 2023-2034
Figure 14: Global Crop Yield Losses of Different Crops due to Pest and Climate Change, 2022
Figure 15: Global Progress in Food Consumption
Figure 16: U.S. Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
Figure 17: Use of Precision Agriculture Practices (by U.S. Farm), June 2022- June 2023
Figure 18: Canada Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
Figure 19: Mexico Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
Figure 20: Germany Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
Figure 21: France Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
Figure 22: U.K. Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
Figure 23: Italy Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
Figure 24: Spain Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
Figure 25: Netherlands Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
Figure 26: Belgium Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
Figure 27: Switzerland Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
Figure 28: Rest-of-Europe Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
Figure 29: China Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
Figure 30: India Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
Figure 31: Japan Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
Figure 32: South Korea Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
Figure 33: Australia and New Zealand (ANZ) Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
Figure 34: Rest-of-Asia-Pacific Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
Figure 35: South America Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
Figure 36: Middle East and Africa Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
Figure 37: Strategic Initiatives, 2021-2023
Figure 38: Share of Strategic Initiatives, 2021-2023
Figure 39: Data Triangulation
Figure 40: Top-Down and Bottom-Up Approach
Figure 41: Assumptions and Limitations

List of Tables
Table 1: Market Snapshot
Table 2: Global Smart Crop Scouting and Smart Spraying Market, Opportunities
Table 3: Key Other Systems
Table 4: Key Nutrient Application Systems
Table 5: Key Crop Protection Application Systems
Table 6: Key Other Systems
Table 7: Global Smart Crop Scouting and Smart Spraying Market (by Region), $Million, 2023-2034
Table 8: North America Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 9: North America Smart Spraying Market (by Application), $Million, 2023-2034
Table 10: North America Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 11: North America Smart Spraying Market (by Product), $Million, 2023-2034
Table 12: U.S. Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 13: U.S. Smart Spraying Market (by Application), $Million, 2023-2034
Table 14: U.S. Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 15: U.S. Smart Spraying Market (by Product), $Million, 2023-2034
Table 16: Adoption Rates of Precision Agriculture Technologies in Ontario, Canada, 2017 and 2020
Table 17: Canada Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 18: Canada Smart Spraying Market (by Application), $Million, 2023-2034
Table 19: Canada Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 20: Canada Smart Spraying Market (by Product), $Million, 2023-2034
Table 21: Mexico Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 22: Mexico Smart Spraying Market (by Application), $Million, 2023-2034
Table 23: Mexico Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 24: Mexico Smart Spraying Market (by Product), $Million, 2023-2034
Table 25: Europe Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 26: Europe Smart Spraying Market (by Application), $Million, 2023-2034
Table 27: Europe Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 28: Europe Smart Spraying Market (by Product), $Million, 2023-2034
Table 29: Germany Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 30: Germany Smart Spraying Market (by Application), $Million, 2023-2034
Table 31: Germany Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 32: Germany Smart Spraying Market (by Product), $Million, 2023-2034
Table 33: France Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 34: France Smart Spraying Market (by Application), $Million, 2023-2034
Table 35: France Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 36: France Smart Spraying Market (by Product), $Million, 2023-2034
Table 37: U.K. Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 38: U.K. Smart Spraying Market (by Application), $Million, 2023-2034
Table 39: U.K. Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 40: U.K. Smart Spraying Market (by Product), $Million, 2023-2034
Table 41: Italy Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 42: Italy Smart Spraying Market (by Application), $Million, 2023-2034
Table 43: Italy Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 44: Italy Smart Spraying Market (by Product), $Million, 2023-2034
Table 45: Spain Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 46: Spain Smart Spraying Market (by Application), $Million, 2023-2034
Table 47: Spain Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 48: Spain Smart Spraying Market (by Product), $Million, 2023-2034
Table 49: Netherlands Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 50: Netherlands Smart Spraying Market (by Application), $Million, 2023-2034
Table 51: Netherlands Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 52: Netherlands Smart Spraying Market (by Product), $Million, 2023-2034
Table 53: Belgium Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 54: Belgium Smart Spraying Market (by Application), $Million, 2023-2034
Table 55: Belgium Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 56: Belgium Smart Spraying Market (by Product), $Million, 2023-2034
Table 57: Switzerland Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 58: Switzerland Smart Spraying Market (by Application), $Million, 2023-2034
Table 59: Switzerland Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 60: Switzerland Smart Spraying Market (by Product), $Million, 2023-2034
Table 61: Rest-of-Europe Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 62: Rest-of-Europe Smart Spraying Market (by Application), $Million, 2023-2034
Table 63: Rest-of-Europe Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 64: Rest-of-Europe Smart Spraying Market (by Product), $Million, 2023-2034
Table 65: Asia-Pacific Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 66: Asia-Pacific Smart Spraying Market (by Application), $Million, 2023-2034
Table 67: Asia-Pacific Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 68: Asia-Pacific Smart Spraying Market (by Product), $Million, 2023-2034
Table 69: China Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 70: China Smart Spraying Market (by Application), $Million, 2023-2034
Table 71: China Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 72: China Smart Spraying Market (by Product), $Million, 2023-2034
Table 73: Cost Analysis for Agricultural Drones in India
Table 74: India Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 75: India Smart Spraying Market (by Application), $Million, 2023-2034
Table 76: India Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 77: India Smart Spraying Market (by Product), $Million, 2023-2034
Table 78: Japan Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 79: Japan Smart Spraying Market (by Application), $Million, 2023-2034
Table 80: Japan Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 81: Japan Smart Spraying Market (by Product), $Million, 2023-2034
Table 82: South Korea Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 83: South Korea Smart Spraying Market (by Application), $Million, 2023-2034
Table 84: South Korea Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 85: South Korea Smart Spraying Market (by Product), $Million, 2023-2034
Table 86: Australia and New Zealand Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 87: Australia and New Zealand Smart Spraying Market (by Application), $Million, 2023-2034
Table 88: Australia and New Zealand Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 89: Australia and New Zealand Smart Spraying Market (by Product), $Million, 2023-2034
Table 90: Rest-of-Asia-Pacific Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 91: Rest-of-Asia-Pacific Smart Spraying Market (by Application), $Million, 2023-2034
Table 92: Rest-of-Asia-Pacific Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 93: Rest-of-Asia-Pacific Smart Spraying Market (by Product), $Million, 2023-2034
Table 94: Rest-of-the-World Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 95: Rest-of-the-World Smart Spraying Market (by Application), $Million, 2023-2034
Table 96: Rest-of-the-World Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 97: Rest-of-the-World Smart Spraying Market (by Product), $Million, 2023-2034
Table 98: South America Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 99: South America Smart Spraying Market (by Application), $Million, 2023-2034
Table 100: South America Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 101: South America Smart Spraying Market (by Product), $Million, 2023-2034
Table 102: Middle East and Africa Smart Crop Scouting Market (by Application), $Million, 2023-2034
Table 103: Middle East and Africa Smart Spraying Market (by Application), $Million, 2023-2034
Table 104: Middle East and Africa Smart Crop Scouting Market (by Product), $Million, 2023-2034
Table 105: Middle East and Africa Smart Spraying Market (by Product), $Million, 2023-2034
Table 106: Market Share, 2023 (Drone Manufacturers)
Table 107: Market Share, 2023 (Robot Manufacturers)
Table 108: Market Share, 2023 (Sensors Manufacturers)
Table 109: Market Share, 2023 (Software Providers)