Table of Content

Executive Summary
Scope and Definition

1 Markets
1.1 Trends: Current and Future Impact Assessment
1.1.1 Trends Shaping Precision Weeding Market
1.1.2 Expansion of Automation and Control Systems
1.1.3 Increasing Use of Drones and Satellite Imagery
1.2 Supply Chain Overview
1.2.1 Value Chain Analysis
1.2.2 Market Map
1.2.2.1 Precision Weeding Market - Product (by Type)
1.2.2.1.1 Weed Detection Platform
1.2.2.1.2 Weed Management
1.2.3 Pricing Forecast
1.3 Research and Development Review
1.3.1 Patent Filing Trend (by Country and Company)
1.4 Regulatory Landscape
1.5 Stakeholder Analysis
1.5.1 Use Case
1.5.2 End User and Buying Criteria
1.6 Market Dynamics Overview
1.6.1 Market Drivers
1.6.1.1 Growing Concerns about Herbicide-Resistant Weeds
1.6.1.2 Increasing Technological Advancements
1.6.2 Market Challenges
1.6.2.1 High Initial Cost of Precision Weeding Technologies or Equipment
1.6.2.2 Increasing Cyberattacks and Rising Concerns over Data Security
1.6.3 Market Opportunities
1.6.3.1 Increasing Development of IOT, Big Data Analytics, and Machine Learning
1.6.3.2 Increasing Adoption of Variable Rate Technology (VRT)

2 Application
2.1 Application Segmentation
2.2 Application Summary
2.3 Precision Weeding Market (by Application)
2.3.1 Agriculture
2.3.1.1 Cereals and Grains
2.3.1.2 Berries and Vegetables
2.3.1.3 Oilseeds and Pulses
2.3.1.4 Orchards and Vineyards
2.3.2 Non-Agriculture
2.4 Precision Weeding Market (by Site of Application)
2.4.1 Open Field
2.4.2 Controlled-Environmental Agriculture

3 Products
3.1 Product Segmentation
3.2 Product Summary
3.3 Precision Weeding Market (by Type)
3.3.1 Weed Detection Platform
3.3.2 Weed Management
3.3.2.1 Robotic Weeder
3.3.2.1.1 Self-Propelled Robotic Weeder
3.3.2.1.2 Tractor-Mounted Robotic Weeder
3.3.2.2 Drone or UAV Sprayer
3.3.2.3 Integrated Retrofit Technology

4 Regions
4.1 Regional Summary
4.2 North America
4.2.1 Key Market Praticipants
4.2.2 Driving Factors for Market Growth
4.2.3 Factors Challenging the Market
4.2.4 Application
4.2.5 Product
4.2.5.1 U.S.
4.2.5.1.1 Application
4.2.5.1.2 Product
4.2.5.2 Canada
4.2.5.2.1 Application
4.2.5.2.2 Product
4.2.5.3 Mexico
4.2.5.3.1 Application
4.2.5.3.2 Product
4.3 Europe
4.3.1 Key Market Participants in Europe
4.3.2 Driving Factors for Market Growth
4.3.3 Factors Challenging the Market
4.3.4 Application
4.3.5 Product
4.3.5.1 Germany
4.3.5.1.1 Application
4.3.5.1.2 Product
4.3.5.2 France
4.3.5.2.1 Application
4.3.5.2.2 Product
4.3.5.3 Italy
4.3.5.3.1 Application
4.3.5.3.2 Product
4.3.5.4 U.K.
4.3.5.4.1 Application
4.3.5.4.2 Product
4.3.5.5 Rest-of-Europe
4.3.5.5.1 Application
4.3.5.5.2 Product
4.4 Asia-Pacific
4.4.1 Key Market Participants in Asia-Pacific
4.4.2 Driving Factors for Market Growth
4.4.3 Factors Challenging the Market
4.4.4 Application
4.4.5 Product
4.4.5.1 China
4.4.5.1.1 Application
4.4.5.1.2 Product
4.4.5.2 Japan
4.4.5.2.1 Application
4.4.5.2.2 Product
4.4.5.3 India
4.4.5.3.1 Application
4.4.5.3.2 Product
4.4.5.4 South Korea
4.4.5.4.1 Application
4.4.5.4.2 Product
4.4.5.5 Rest-of-Asia-Pacific
4.4.5.5.1 Application
4.4.5.5.2 Product
4.5 Rest-of-the-World
4.5.1 Key Market Participants in Rest-of-the-World
4.5.2 Driving Factors for Market Growth
4.5.3 Factors Challenging the Market
4.5.4 Application
4.5.5 Product
4.5.5.1 U.A.E.
4.5.5.1.1 Application
4.5.5.1.2 Product
4.5.5.2 Brazil
4.5.5.2.1 Application
4.5.5.2.2 Product
4.5.5.3 Others
4.5.5.3.1 Application
4.5.5.3.2 Product

5 Markets - Competitive Benchmarking & Company Profiles
5.1 Next Frontiers
5.2 Geographical Assessment
5.3 Competitive Landscape
5.4 Company Profiles
5.4.1 Carbon Bee
5.4.1.1 Overview
5.4.1.2 Top Products/Product Portfolio
5.4.1.3 Top Competitors
5.4.1.4 Target Customers/End-Use Industries
5.4.1.5 Key Personnel
5.4.1.6 Analyst View
5.4.1.7 Market Share, 2023
5.4.2 Deere & Company
5.4.2.1 Overview
5.4.2.2 Top Products/Product Portfolio
5.4.2.3 Top Competitors
5.4.2.4 Target Customers/End-Use Industries
5.4.2.5 Key Personnel
5.4.2.6 Analyst View
5.4.2.7 Market Share, 2023
5.4.3 ONE SMART SPRAY
5.4.3.1 Overview
5.4.3.2 Top Products/Product Portfolio
5.4.3.3 Top Competitors
5.4.3.4 Target Customers/End-Use Industries
5.4.3.5 Key Personnel
5.4.3.6 Analyst View
5.4.3.7 Market Share, 2023
5.4.4 WEED-IT
5.4.4.1 Overview
5.4.4.2 Top Products/Product Portfolio
5.4.4.3 Top Competitors
5.4.4.4 Target Customers/End-Use Industries
5.4.4.5 Key Personnel
5.4.4.6 Analyst View
5.4.4.7 Market Share, 2023
5.4.5 Ecorobotix SA
5.4.5.1 Overview
5.4.5.2 Top Products/Product Portfolio
5.4.5.3 Top Competitors
5.4.5.4 Target Customers/End-Use Industries
5.4.5.5 Key Personnel
5.4.5.6 Analyst View
5.4.5.7 Market Share, 2023
5.4.6 Naio Technologies
5.4.6.1 Overview
5.4.6.2 Top Products/Product Portfolio
5.4.6.3 Top Competitors
5.4.6.4 Target Customers/End-Use Industries
5.4.6.5 Key Personnel
5.4.6.6 Analyst View
5.4.6.7 Market Share, 2023
5.4.7 Latitudo 40
5.4.7.1 Overview
5.4.7.2 Top Products/Product Portfolio
5.4.7.3 Top Competitors
5.4.7.4 Target Customers/End-Use Industries
5.4.7.5 Key Personnel
5.4.7.6 Analyst View
5.4.7.7 Market Share, 2023
5.4.8 XAG Co., Ltd.
5.4.8.1 Overview
5.4.8.2 Top Products/Product Portfolio
5.4.8.3 Top Competitors
5.4.8.4 Target Customers/End-Use Industries
5.4.8.5 Key Personnel
5.4.8.6 Analyst View
5.4.8.7 Market Share, 2023
5.4.9 Carbon Robotics
5.4.9.1 Overview
5.4.9.2 Top Products/Product Portfolio
5.4.9.3 Top Competitors
5.4.9.4 Target Customers/End-Use Industries
5.4.9.5 Key Personnel
5.4.9.6 Analyst View
5.4.9.7 Market Share, 2023
5.4.10 FarmWise Labs
5.4.10.1 Overview
5.4.10.2 Top Products/Product Portfolio
5.4.10.3 Top Competitors
5.4.10.4 Target Customers/End-Use Industries
5.4.10.5 Key Personnel
5.4.10.6 Analyst View
5.4.10.7 Market Share, 2023
5.4.11 AGCO Corporation
5.4.11.1 Overview
5.4.11.2 Top Products/Product Portfolio
5.4.11.3 Top Competitors
5.4.11.4 Target Customers/End-Use Industries
5.4.11.5 Key Personnel
5.4.11.6 Analyst View
5.4.11.7 Market Share, 2023
5.4.12 AgEagle Aerial Systems Inc
5.4.12.1 Overview
5.4.12.2 Top Products/Product Portfolio
5.4.12.3 Top Competitors
5.4.12.4 Target Customers/End-Use Industries
5.4.12.5 Key Personnel
5.4.12.6 Analyst View
5.4.12.7 Market Share, 2023
5.4.13 VitiBot
5.4.13.1 Overview
5.4.13.2 Top Products/Product Portfolio
5.4.13.3 Top Competitors
5.4.13.4 Target Customers/End-Use Industries
5.4.13.5 Key Personnel
5.4.13.6 Analyst View
5.4.13.7 Market Share, 2023
5.4.14 Taranis
5.4.14.1 Overview
5.4.14.2 Top Products/Product Portfolio
5.4.14.3 Top Competitors
5.4.14.4 Target Customers/End-Use Industries
5.4.14.5 Key Personnel
5.4.14.6 Analyst View
5.4.14.7 Market Share, 2023
5.4.15 CNH Industrial N.V.
5.4.15.1 Overview
5.4.15.2 Top Products/Product Portfolio
5.4.15.3 Top Competitors
5.4.15.4 Target Customers/End-Use Industries
5.4.15.5 Key Personnel
5.4.15.6 Analyst View
5.4.15.7 Market Share, 2023
5.5 Growth Opportunities and Recommendations

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: Precision Weeding Market (by Region), $Million, 2024, 2030, and 2034
Figure 2: Pricing Analysis for Precision Weeding Market (by Global and Region), $/Unit, 2024, 2030, and 2033
Figure 3: Precision Weeding Market (by Application), $Million, 2024, 2030, and 2034
Figure 4: Precision Weeding Market (by Site of Application, $Million, 2024, 2030, and 2034
Figure 5: Precision Weeding Market (by Type), $Million, 2024, 2030, and 2034
Figure 6: Key Events
Figure 7: Supply Chain Analysis for Precision Weeding Market
Figure 8: Pricing Forecast of Global Precision Weeding Market $/Unit, 2023-2034
Figure 9: Patent Filed (by Country), January 2020-July 2024
Figure 10: Patent Filed (by Company), January 2020-July 2024
Figure 11: Impact Analysis of Precision Weeding Market Navigating Factors, 2023-2033
Figure 12: Major Technical Application Domains of Big Data and Machine Learning in Agriculture
Figure 13: Global Cereal Production, January 2014-July 2024
Figure 14: Global Fruit and Vegetable Production (Billion Tons), 2010-2021
Figure 15: Global Oilseed, Soyabean, and Others, Import-Export, 2023-2024
Figure 16: Regions Share of the Global Organic Agricultural Land (%), 2021
Figure 17: U.S. Precision Weeding Market, $Million, 2023-2034
Figure 18: Canada Precision Weeding Market, $Million, 2023-2034
Figure 19: Mexico Precision Weeding Market, $Million, 2023-2034
Figure 20: Germany Precision Weeding Market, $Million, 2023-2034
Figure 21: France Precision Weeding Market, $Million, 2023-2034
Figure 22: Italy Precision Weeding Market, $Million, 2023-2034
Figure 23: U.K. Precision Weeding Market, $Million, 2023-2034
Figure 24: Rest-of-Europe Precision Weeding Market, $Million, 2023-2034
Figure 25: China Precision Weeding Market, $Million, 2023-2034
Figure 26: Japan Precision Weeding Market, $Million, 2023-2034
Figure 27: India Precision Weeding Market, $Million, 2023-2034
Figure 28: South Korea Precision Weeding Market, $Million, 2023-2034
Figure 29: Rest-of-Asia-Pacific Precision Weeding Market, $Million, 2023-2034
Figure 30: U.A.E. Precision Weeding Market, $Million, 2023-2034
Figure 31: Brazil Precision Weeding Market, $Million, 2023-2034
Figure 32: Others Precision Weeding Market, $Million, 2023-2034
Figure 33: Strategic Initiatives, January 2020-June 2024
Figure 34: Share of Strategic Initiatives, January 2020-June 2024
Figure 35: Data Triangulation
Figure 36: Top-Down and Bottom-Up Approach
Figure 37: Assumptions and Limitations

List of Tables
Table 1: Market Snapshot
Table 2: Opportunities
Table 3: Overview of Precision Agriculture Technology Areas, Key Innovations, Benefits/Limitations, and Future Outlooks
Table 4: Reported Malware Attacks on Food and Agricultural Industry, 2020-2023
Table 5: Precision Weeding Market (by Application)
Table 6: Precision Weeding Market (by Site of Application)
Table 7: Product Summary (by Type)
Table 8: Global Precision Weeding Market (by Region), $Million, 2023-2034
Table 9: North America Precision Weeding Market (by Application), $Million, 2023-2034
Table 10: North America Precision Weeding Market (by Agriculture), $Million, 2023-2034
Table 11: North America Precision Weeding Market (by Site of Application), $Million, 2023-2034
Table 12: North America Precision Weeding Market (by Type), $Million, 2023-2034
Table 13: North America Precision Weeding Market (by Weed Management), $Million, 2023-2034
Table 14: North America Precision Weeding Market (by Robotic Weeder), $Million, 2023-2034
Table 15: U.S. Precision Weeding Market (by Application), $Million, 2023-2034
Table 16: U.S. Precision Weeding Market (by Agriculture), $Million, 2023-2034
Table 17: U.S. Precision Weeding Market (by Site of Application), $Million, 2023-2034
Table 18: U.S. Precision Weeding Market (by Type), $Million, 2023-2034
Table 19: U.S. Precision Weeding Market (by Weed Management), $Million, 2023-2034
Table 20: U.S. Precision Weeding Market (by Robotic Weeder), $Million, 2023-2034
Table 21: Canada Precision Weeding Market (by Application), $Million, 2023-2034
Table 22: Canada Precision Weeding Market (by Agriculture), $Million, 2023-2034
Table 23: Canada Precision Weeding Market (by Site of Application), $Million, 2023-2034
Table 24: Canada Precision Weeding Market (by Type), $Million, 2023-2034
Table 25: Canada Precision Weeding Market (by Weed Management), $Million, 2023-2034
Table 26: Canada Precision Weeding Market (by Robotic Weeder), $Million, 2023-2034
Table 27: Mexico Precision Weeding Market (by Application), $Million, 2023-2034
Table 28: Mexico Precision Weeding Market (by Agriculture), $Million, 2023-2034
Table 29: Mexico Precision Weeding Market (by Site of Application), $Million, 2023-2034
Table 30: Mexico Precision Weeding Market (by Type), $Million, 2023-2034
Table 31: Mexico Precision Weeding Market (by Weed Management), $Million, 2023-2034
Table 32: Mexico Precision Weeding Market (by Robotic Weeder), $Million, 2023-2034
Table 33: Europe Precision Weeding Market (by Application), $Million, 2023-2034
Table 34: Europe Precision Weeding Market (by Agriculture), $Million, 2023-2034
Table 35: Europe Precision Weeding Market (by Site of Application), $Million, 2023-2034
Table 36: Europe Precision Weeding Market (by Type), $Million, 2023-2034
Table 37: Europe Precision Weeding Market (by Weed Management), $Million, 2023-2034
Table 38: Europe Precision Weeding Market (by Robotic Weeder), $Million, 2023-2034
Table 39: Germany Precision Weeding Market (by Application), $Million, 2023-2034
Table 40: Germany Precision Weeding Market (by Agriculture), $Million, 2023-2034
Table 41: Germany Precision Weeding Market (by Site of Application), $Million, 2023-2034
Table 42: Germany Precision Weeding Market (by Type), $Million, 2023-2034
Table 43: Germany Precision Weeding Market (by Weed Management), $Million, 2023-2034
Table 44: Germany Precision Weeding Market (by Robotic Weeder), $Million, 2023-2034
Table 45: France Precision Weeding Market (by Application), $Million, 2023-2034
Table 46: France Precision Weeding Market (by Agriculture), $Million, 2023-2034
Table 47: France Precision Weeding Market (by Site of Application), $Million, 2023-2034
Table 48: France Precision Weeding Market (by Type), $Million, 2023-2034
Table 49: France Precision Weeding Market (by Weed Management), $Million, 2023-2034
Table 50: France Precision Weeding Market (by Robotic Weeder), $Million, 2023-2034
Table 51: Italy Precision Weeding Market (by Application), $Million, 2023-2034
Table 52: Italy Precision Weeding Market (by Agriculture), $Million, 2023-2034
Table 53: Italy Precision Weeding Market (by Site of Application), $Million, 2023-2034
Table 54: Italy Precision Weeding Market (by Type), $Million, 2023-2034
Table 55: Italy Precision Weeding Market (by Weed Management), $Million, 2023-2034
Table 56: Italy Precision Weeding Market (by Robotic Weeder), $Million, 2023-2034
Table 57: U.K. Precision Weeding Market (by Application), $Million, 2023-2034
Table 58: U.K. Precision Weeding Market (by Agriculture), $Million, 2023-2034
Table 59: U.K. Precision Weeding Market (by Site of Application), $Million, 2023-2034
Table 60: U.K. Precision Weeding Market (by Type), $Million, 2023-2034
Table 61: U.K. Precision Weeding Market (by Weed Management), $Million, 2023-2034
Table 62: U.K. Precision Weeding Market (by Robotic Weeder), $Million, 2023-2034
Table 63: Rest-of-Europe Precision Weeding Market (by Application), $Million, 2023-2034
Table 64: Rest-of-Europe Precision Weeding Market (by Agriculture), $Million, 2023-2034
Table 65: Rest-of-Europe Precision Weeding Market (by Site of Application), $Million, 2023-2034
Table 66: Rest-of-Europe Precision Weeding Market (by Type), $Million, 2023-2034
Table 67: Rest-of-Europe Precision Weeding Market (by Weed Management), $Million, 2023-2034
Table 68: Rest-of-Europe Precision Weeding Market (by Robotic Weeder), $Million, 2023-2034
Table 69: Asia-Pacific Precision Weeding Market (by Application), $Million, 2023-2034
Table 70: Asia-Pacific Precision Weeding Market (by Agriculture), $Million, 2023-2034
Table 71: Asia-Pacific Precision Weeding Market (by Site of Application), $Million, 2023-2034
Table 72: Asia-Pacific Precision Weeding Market (by Type), $Million, 2023-2034
Table 73: Asia-Pacific Precision Weeding Market (by Weed Management), $Million, 2023-2034
Table 74: Asia-Pacific Precision Weeding Market (by Robotic Weeder), $Million, 2023-2034
Table 75: China Precision Weeding Market (by Application), $Million, 2023-2034
Table 76: China Precision Weeding Market (by Agriculture), $Million, 2023-2034
Table 77: China Precision Weeding Market (by Site of Application), $Million, 2023-2034
Table 78: China Precision Weeding Market (by Type), $Million, 2023-2034
Table 79: China Precision Weeding Market (by Weed Management), $Million, 2023-2034
Table 80: China Precision Weeding Market (by Robotic Weeder), $Million, 2023-2034
Table 81: Japan Precision Weeding Market (by Application), $Million, 2023-2034
Table 82: Japan Precision Weeding Market (by Agriculture), $Million, 2023-2034
Table 83: Japan Precision Weeding Market (by Site of Application), $Million, 2023-2034
Table 84: Japan Precision Weeding Market (by Type), $Million, 2023-2034
Table 85: Japan Precision Weeding Market (by Weed Management), $Million, 2023-2034
Table 86: Japan Precision Weeding Market (by Robotic Weeder), $Million, 2023-2034
Table 87: India Precision Weeding Market (by Application), $Million, 2023-2034
Table 88: India Precision Weeding Market (by Agriculture), $Million, 2023-2034
Table 89: India Precision Weeding Market (by Site of Application), $Million, 2023-2034
Table 90: India Precision Weeding Market (by Type), $Million, 2023-2034
Table 91: India Precision Weeding Market (by Weed Management), $Million, 2023-2034
Table 92: India Precision Weeding Market (by Robotic Weeder), $Million, 2023-2034
Table 93: South Korea Precision Weeding Market (by Application), $Million, 2023-2034
Table 94: South Korea Precision Weeding Market (by Agriculture), $Million, 2023-2034
Table 95: South Korea Precision Weeding Market (by Site of Application), $Million, 2023-2034
Table 96: South Korea Precision Weeding Market (by Type), $Million, 2023-2034
Table 97: South Korea Precision Weeding Market (by Weed Management), $Million, 2023-2034
Table 98: South Korea Precision Weeding Market (by Robotic Weeder), $Million, 2023-2034
Table 99: Rest-of-Asia-Pacific Precision Weeding Market (by Application), $Million, 2023-2034
Table 100: Rest-of-Asia-Pacific Precision Weeding Market (by Agriculture), $Million, 2023-2034
Table 101: Rest-of-Asia-Pacific Precision Weeding Market (by Site of Application), $Million, 2023-2034
Table 102: Rest-of-Asia-Pacific Precision Weeding Market (by Type), $Million, 2023-2034
Table 103: Rest-of-Asia-Pacific Precision Weeding Market (by Weed Management), $Million, 2023-2034
Table 104: Rest-of-Asia-Pacific Precision Weeding Market (by Robotic Weeder), $Million, 2023-2034
Table 105: Rest-of-the-World Precision Weeding Market (by Application), $Million, 2023-2034
Table 106: Rest-of-the-World Precision Weeding Market (by Agriculture), $Million, 2023-2034
Table 107: Rest-of-the-World Precision Weeding Market (by Site of Application), $Million, 2023-2034
Table 108: Rest-of-the-World Precision Weeding Market (by Type), $Million, 2023-2034
Table 109: Rest-of-the-World Precision Weeding Market (by Weed Management), $Million, 2023-2034
Table 110: Rest-of-the-World Precision Weeding Market (by Robotic Weeder), $Million, 2023-2034
Table 111: U.A.E. Precision Weeding Market (by Application), $Million, 2023-2034
Table 112: U.A.E. Precision Weeding Market (by Agriculture), $Million, 2023-2034
Table 113: U.A.E. Precision Weeding Market (by Site of Application), $Million, 2023-2034
Table 114: U.A.E. Precision Weeding Market (by Type), $Million, 2023-2034
Table 115: U.A.E. Precision Weeding Market (by Weed Management), $Million, 2023-2034
Table 116: U.A.E. Precision Weeding Market (by Robotic Weeder), $Million, 2023-2034
Table 117: Brazil Precision Weeding Market (by Application), $Million, 2023-2034
Table 118: Brazil Precision Weeding Market (by Agriculture), $Million, 2023-2034
Table 119: Brazil Precision Weeding Market (by Site of Application), $Million, 2023-2034
Table 120: Brazil Precision Weeding Market (by Type), $Million, 2023-2034
Table 121: Brazil Precision Weeding Market (by Weed Management), $Million, 2023-2034
Table 122: Brazil Precision Weeding Market (by Robotic Weeder), $Million, 2023-2034
Table 123: Others Precision Weeding Market (by Application), $Million, 2023-2034
Table 124: Others Precision Weeding Market (by Agriculture), $Million, 2023-2034
Table 125: Others Precision Weeding Market (by Site of Application), $Million, 2023-2034
Table 126: Others Precision Weeding Market (by Type), $Million, 2023-2034
Table 127: Others Precision Weeding Market (by Weed Management), $Million, 2023-2034
Table 128: Market Share (by Robotic Weeder), 2023
Table 129: Market Share (by Drone or UAV Sprayer), 2023
Table 130: Market Share (by Integrated Retrofit Technology), 2023
Table 131: Market Share (by Weed Detection Platform), 2023