1 Market
1.1 Industry Outlook
1.1.1 Market Definition
1.1.2 Ongoing Trends
1.1.2.1 Emerging Innovative Network Technology for Smart Crop Scouting
1.1.2.1.1 Satellite
1.1.2.1.2 LoRaWAN
1.1.2.1.3 5G
1.1.2.2 Emerging Imaging and Data Collection Technologies
1.1.2.2.1 Hyperspectral Imaging
1.1.2.2.2 Multispectral Imaging
1.1.2.2.3 Thermal Imaging
1.1.2.2.4 LiDAR
1.1.3 Ecosystem/Ongoing Programs
1.1.3.1 Consortiums and Associations
1.1.3.2 Regulatory Bodies
1.1.3.3 Government Initiatives and Impact
1.2 Business Dynamics
1.2.1 Business Drivers
1.2.1.1 Need for Higher Production at Limited Resources
1.2.1.1.1 Labor Shortage
1.2.1.2 Increased Focus on Sustainable Agriculture
1.2.1.2.1 Growing Demand for Organic and Non-GMO Crops
1.2.2 Business Challenges
1.2.2.1 High Initial Investment
1.2.2.2 Data Security Related Concerns
1.2.2.3 Compatibility with Existing Equipment
1.2.2.4 Limited Availability of Skilled Labor
1.2.3 Market Strategies and Developments
1.2.3.1 Business Strategies
1.2.3.1.1 Product Development and Innovations
1.2.3.1.2 Business Expansion
1.2.3.2 Corporate Strategies
1.2.3.2.1 Partnerships, Joint Ventures, Collaborations, and Alliances
1.2.3.2.2 Mergers and Acquisitions
1.2.3.2.3 Others
1.2.3.2.4 Snapshot of Corporate Strategies Adopted by the Players in Smart Crop Scouting and Smart Spraying Market
1.2.3.3 Case Studies
1.2.3.3.1 See & Spray Ultimate Sprayer Case Study
1.2.3.3.2 5G Connected Autonomous Robots by KPN and AGROiNTELLi
1.2.3.3.3 DJI Drone-Based Roden Control Case Study
1.2.4 Business Opportunities
1.2.4.1 Integral Offerings with Horizontal Integration in Farming
1.2.4.2 Climate-Smart Agriculture
1.3 Geopolitical and Socioeconomic Impacts
1.3.1 Impact of COVID-19 on Smart Crop Scouting and Smart Spraying Market
1.3.2 Impact of Russia-Ukraine on Smart Crop Scouting and Smart Spraying Market
1.4 Startup Landscape
1.4.1 Key Startups in the Ecosystem
1.4.2 Funding Analysis
1.4.2.1 Total Investment and Number of Funding Deals
1.4.2.2 Top Investors
1.4.2.3 Top Funding Deals by the Startups and Investors
1.4.2.4 Funding Analysis (by Country)
2 Region
2.1 China
2.1.1 Market
2.1.1.1 Key Smart Crop Scouting and Smart Spraying Operators in China
2.1.1.2 Buyer Attributes
2.1.1.2.1 Farm Size, Labor Availability, and State of Digitization in Agriculture
2.1.1.2.2 Crop Pattern and Biotic and Abiotic Stress Factors
2.1.1.2.3 Smart Crop Scouting Acreage (by Company)
2.1.1.3 Business Challenges
2.1.1.4 Business Drivers
2.1.2 Application
2.1.2.1 China Smart Crop Scouting Market (by Application)
2.1.2.2 China Smart Spraying Market (by Application)
2.1.3 Product
2.1.3.1 China Smart Crop Scouting Market (by Product)
2.1.3.2 China Smart Spraying Market (by Product)
2.2 Asia-Pacific
2.2.1 Market
2.2.1.1 Key Smart Crop Scouting and Smart Spraying Operators in the Asia-Pacific
2.2.1.2 Buyer Attributes
2.2.1.2.1 Farm Size, Labor Availability, and State of Digitization in Agriculture
2.2.1.2.2 Crop Pattern and Biotic and Abiotic Stress Factors
2.2.1.2.3 Smart Crop Scouting Acreage (by Company)
2.2.1.3 Business Challenges
2.2.1.4 Business Drivers
2.2.2 Application
2.2.2.1 Asia-Pacific Smart Crop Scouting Market (by Application)
2.2.2.2 Asia-Pacific Smart Spraying Market (by Application)
2.2.3 Product
2.2.3.1 Asia-Pacific Smart Crop Scouting Market (by Product)
2.2.3.2 Asia-Pacific Smart Spraying Market (by Product)
2.2.4 Asia-Pacific (by Country)
2.2.4.1 Japan
2.2.4.1.1 Market
2.2.4.1.1.1 Buyer Attributes
2.2.4.1.1.1.1 Farm Size, Labor Availability, and State of Digitization in Agriculture
2.2.4.1.1.1.2 Crop Pattern and Biotic and Abiotic Stress Factors
2.2.4.1.1.2 Business Challenges
2.2.4.1.1.3 Business Drivers
2.2.4.1.2 Application
2.2.4.1.2.1 Japan Smart Crop Scouting Market (by Application)
2.2.4.1.2.2 Japan Smart Spraying Market (by Application)
2.2.4.1.3 Product
2.2.4.1.3.1 Japan Smart Crop Scouting Market (by Product)
2.2.4.1.3.2 Japan Smart Spraying Market (by Product)
2.2.4.2 India
2.2.4.2.1 Market
2.2.4.2.1.1 Buyer Attributes
2.2.4.2.1.1.1 Farm Size, Labor Availability, and State of Digitization in Agriculture
2.2.4.2.1.1.2 Crop Pattern and Biotic and Abiotic Stress Factors
2.2.4.2.1.2 Business Challenges
2.2.4.2.1.3 Business Drivers
2.2.4.2.2 Application
2.2.4.2.2.1 India Smart Crop Scouting Market (by Application)
2.2.4.2.2.2 India Smart Spraying Market (by Application)
2.2.4.2.3 Product
2.2.4.2.3.1 India Smart Crop Scouting Market (by Product)
2.2.4.2.3.2 India Smart Spraying Market (by Product)
2.2.4.3 South Korea
2.2.4.3.1 Market
2.2.4.3.1.1 Buyer Attributes
2.2.4.3.1.1.1 Farm Size, Labor Availability, and State of Digitization in Agriculture
2.2.4.3.1.1.2 Crop Pattern and Biotic and Abiotic Stress Factors
2.2.4.3.1.2 Business Challenges
2.2.4.3.1.3 Business Drivers
2.2.4.3.2 Application
2.2.4.3.2.1 South Korea Smart Crop Scouting Market (by Application)
2.2.4.3.2.2 South Korea Smart Spraying Market (by Application)
2.2.4.3.3 Product
2.2.4.3.3.1 South Korea Smart Crop Scouting Market (by Product)
2.2.4.3.3.2 South Korea Smart Spraying Market (by Product)
2.2.4.4 Australia and New Zealand
2.2.4.4.1 Market
2.2.4.4.1.1 Buyer Attributes
2.2.4.4.1.1.1 Farm Size, Labor Availability, and State of Digitization in Agriculture
2.2.4.4.1.1.2 Crop Pattern and Biotic and Abiotic Stress Factors
2.2.4.4.1.2 Business Challenges
2.2.4.4.1.3 Business Drivers
2.2.4.4.2 Application
2.2.4.4.2.1 Australia and New Zealand Smart Crop Scouting Market (by Application)
2.2.4.4.2.2 Australia and New Zealand Smart Spraying Market (by Application)
2.2.4.4.3 Product
2.2.4.4.3.1 Australia and New Zealand Smart Crop Scouting Market (by Product)
2.2.4.4.3.2 Australia and New Zealand Smart Spraying Market (by Product)
2.2.4.5 Rest-of-Asia-Pacific
2.2.4.5.1 Market
2.2.4.5.1.1 Buyer Attributes
2.2.4.5.1.1.1 Farm Size, Labor Availability, and State of Digitization in Agriculture
2.2.4.5.1.1.2 Crop Pattern and Biotic and Abiotic Stress Factors
2.2.4.5.1.2 Business Challenges
2.2.4.5.1.3 Business Drivers
2.2.4.5.2 Application
2.2.4.5.2.1 Rest-of-APAC Smart Crop Scouting Market (by Application)
2.2.4.5.2.2 Rest-of-APAC Smart Spraying Market (by Application)
2.2.4.5.3 Product
2.2.4.5.3.1 Rest-of-APAC Smart Crop Scouting Market (by Product)
2.2.4.5.3.2 Rest-of-APAC Smart Spraying Market (by Product)
3 Market - Competitive Benchmarking and Company Profiles
3.1 Competitive Benchmarking
3.1.1 Competitive Position Matrix
3.1.1.1 Smart Crop Scouting
3.1.1.2 Smart Spraying Market
3.1.2 Market Share Analysis
3.1.2.1 Smart Crop Scouting Market
3.1.2.2 Smart Spraying Market
3.2 Competitive Analysis
3.3 Company Profiles
3.3.1 Smart Crop Scouting
3.3.1.1 Cropin Technology Solutions Private Limited
3.3.1.1.1 Company Overview
3.3.1.1.2 Role of Cropin Technology Solutions Private Limited in Smart Crop Scouting and Smart Spraying Market
3.3.1.1.3 Product Portfolio
3.3.1.1.4 Customer Profile
3.3.1.1.4.1 Target Customers
3.3.1.1.4.2 Key Clients
3.3.1.1.5 Business Strategies
3.3.1.1.5.1 Product Developments
3.3.1.1.6 Corporate Strategies
3.3.1.1.6.1 Partnerships, Joint Ventures, Collaborations, and Alliances
3.3.1.1.7 Analyst View
4 Research Methodology
4.1 Data Sources
4.1.1 Primary Data Sources
4.1.2 Secondary Data Sources
4.1.3 Data Triangulation
4.2 Market Estimation and Forecast
List of Figures
Figure 1: Factors Affecting Crop Production
Figure 2: Asia-Pacific Smart Scouting and Smart Spraying Market, $Billion, 2022-2028
Figure 3: Market Dynamics for Asia-Pacific Smart Scouting and Smart Spraying Market
Figure 4: Asia-Pacific Smart Crop Scouting and Smart Spraying Market, $Billion, 2022-2028 (by Application)
Figure 5: Asia-Pacific Smart Crop Scouting Market, $Billion, 2022-2028 (by Application)
Figure 6: Asia-Pacific Smart Spraying Market, $Billion, 2022-2028 (by Application)
Figure 7: Asia-Pacific Smart Crop Scouting Market, $Billion, 2022-2028 (by Product)
Figure 8: Asia-Pacific Smart Spraying Market, $Billion, 2022-2028 (by Product)
Figure 9: Smart Crop Scouting and Smart Spraying Market (by Region)
Figure 10: Number of People Employed in Agriculture, 2006-2019
Figure 11: Area Under Organic Agriculture and Organic Share, 1999-2019
Figure 12: Share of Key Market Strategies and Developments, 2019-2023
Figure 13: Product Development and Innovations (by Company)
Figure 14: Business Expansion (by Company)
Figure 15: Partnerships, Collaborations, Alliances, and Joint Ventures (by Company) 2019-2023
Figure 16: Mergers and Acquisitions (by Company)
Figure 17: Snapshot of Corporate Strategies Adopted by Key Players, January 2019-March 2023
Figure 18: See & Spray Ultimate Sprayer Case Study
Figure 19: 5G Connected Autonomous Robots by KPN and AGROiNTELLi
Figure 20: DJI Drone-Based Roden Control Case Study
Figure 21: Investment and Funding in Smart Crop Scouting and Smart Spraying Market, January 2018 - May 2023
Figure 22: Share of Top Investors in Smart Crop Scouting and Smart Spraying Market, January 2018 - May 2023
Figure 23: Smart Crop Scouting and Smart Spraying Funding Analysis by Country
Figure 24: Farm Size, Labor Availability, and State of Digitization in Agriculture
Figure 25: Crop Pattern and Biotic and Abiotic Stress Factors
Figure 26: Smart Crop Scouting Acreage (by Company)
Figure 27: Farm Size, Labor Availability, and State of Digitization in Agriculture
Figure 28: Crop Pattern and Biotic and Abiotic Stress Factors
Figure 29: Smart Crop Scouting Acreage (by Company)
Figure 30: Farm Size, Labor Availability, and State of Digitization in Agriculture
Figure 31: Crop Pattern and Biotic and Abiotic Stress Factors
Figure 32: Farm Size, Labor Availability, and State of Digitization in Agriculture
Figure 33: Crop Pattern and Biotic and Abiotic Stress Factors
Figure 34: Farm Size, Labor Availability, and State of Digitization in Agriculture
Figure 35: Crop Pattern and Biotic and Abiotic Stress Factors
Figure 36: Farm Size, Labor Availability, and State of Digitization in Agriculture (Australia)
Figure 37: Farm Size, Labor Availability, and State of Digitization in Agriculture (New Zealand)
Figure 38: Crop Pattern and Biotic and Abiotic Stress Factors
Figure 39: Farm Size, Labor Availability, and State of Digitization in Agriculture
Figure 40: Crop Pattern and Biotic and Abiotic Stress Factors
Figure 41: Competitive Market: High and Low Matrix for Smart Crop Scouting Market
Figure 42: Competitive Market: High and Low Matrix for Smart Spraying Market
Figure 43: Market Share Analysis of Smart Crop Scouting Companies, 2022
Figure 44: Market Share Analysis of Smart Spraying Companies, 2022
Figure 45: Data Triangulation
Figure 46: Top-Down and Bottom-Up Approach
Figure 47: Assumptions and Limitations
List of Tables
Table 1: Smart Crop Scouting and Smart Spraying Market (by Region), $Million, 2022-2028
Table 2: China Smart Crop Scouting Market (by Application), $Million, 2022-2028
Table 3: China Smart Spraying Market (by Application), $Million, 2022-2028
Table 4: China Smart Crop Scouting Market (by Equipment), Units, 2022-2028
Table 5: China Smart Crop Scouting Market (by Equipment), $Million, 2022-2028
Table 6: China Smart Crop Scouting Market (by Software), $Million, 2022-2028
Table 7: China Smart Spraying Market (by Product), Units, 2022-2028
Table 8: China Smart Spraying Market (by Product), $Million, 2022-2028
Table 9: Asia-Pacific Smart Crop Scouting Market (by Application), $Million, 2022-2028
Table 10: Asia-Pacific Smart Spraying Market (by Application), $Million, 2022-2028
Table 11: Asia-Pacific Smart Crop Scouting Market (by Equipment), Units, 2022-2028
Table 12: Asia-Pacific Smart Crop Scouting Market (by Equipment), $Million, 2022-2028
Table 13: Asia-Pacific Smart Crop Scouting Market (by Software), $Million, 2022-2028
Table 14: Asia-Pacific Smart Spraying Market (by Product), Units, 2022-2028
Table 15: Asia-Pacific Smart Spraying Market (by Product), $Million, 2022-2028
Table 16: Japan Smart Crop Scouting Market (by Application), $Million, 2022-2028
Table 17: Japan Smart Spraying Market (by Application), $Million, 2022-2028
Table 18: Japan Smart Crop Scouting Market (by Equipment), Units, 2022-2028
Table 19: Japan Smart Crop Scouting Market (by Equipment), $Million, 2022-2028
Table 20: Japan Smart Crop Scouting Market (by Software), $Million, 2022-2028
Table 21: Japan Smart Spraying Market (by Product), Units, 2022-2028
Table 22: Japan Smart Spraying Market (by Product), $Million, 2022-2028
Table 23: India Smart Crop Scouting Market (by Application), $Million, 2022-2028
Table 24: India Smart Spraying Market (by Application), $Million, 2022-2028
Table 25: India Smart Crop Scouting Market (by Equipment), Units, 2022-2028
Table 26: India Smart Crop Scouting Market (by Equipment), $Million, 2022-2028
Table 27: India Smart Crop Scouting Market (by Software), $Million, 2022-2028
Table 28: India Smart Spraying Market (by Product), Units, 2022-2028
Table 29: India Smart Spraying Market (by Product), $Million, 2022-2028
Table 30: South Korea Smart Crop Scouting Market (by Application), $Million, 2022-2028
Table 31: South Korea Smart Spraying Market (by Application), $Million, 2022-2028
Table 32: South Korea Smart Crop Scouting Market (by Equipment), Units, 2022-2028
Table 33: South Korea Smart Crop Scouting Market (by Equipment), $Million, 2022-2028
Table 34: South Korea Smart Crop Scouting Market (by Software), $Million, 2022-2028
Table 35: South Korea Smart Spraying Market (by Product), $Units, 2022-2028
Table 36: South Korea Smart Spraying Market (by Product), $Million, 2022-2028
Table 37: Australia and New Zealand Smart Crop Scouting Market (by Application), $Million, 2022-2028
Table 38: Australia and New Zealand Smart Spraying Market (by Application), $Million, 2022-2028
Table 39: Australia and New Zealand Smart Crop Scouting Market (by Equipment), Units, 2022-2028
Table 40: Australia and New Zealand Smart Crop Scouting Market (by Equipment), $Million, 2022-2028
Table 41: Australia and New Zealand Smart Crop Scouting Market (by Software), $Million, 2022-2028
Table 42: Australia and New Zealand Smart Spraying Market (by Product), Units, 2022-2028
Table 43: Australia and New Zealand Smart Spraying Market (by Product), $Million, 2022-2028
Table 44: Rest-of-APAC Smart Crop Scouting Market (by Application), $Million, 2022-2028
Table 45: Rest-of-APAC Smart Spraying Market (by Application), $Million, 2022-2028
Table 46: Rest-of-APAC Smart Crop Scouting Market (by Equipment), Units, 2022-2028
Table 47: Rest-of-APAC Smart Crop Scouting Market (by Equipment), $Million, 2022-2028
Table 48: Rest-of-APAC Smart Crop Scouting Market (by Software), $Million, 2022-2028
Table 49: Rest-of-APAC Smart Spraying Market (by Product), $Units, 2022-2028
Table 50: Rest-of-APAC Smart Spraying Market (by Product), $Million, 2022-2028
Table 51: Competitive Analysis of Major Agrochemical Companies
Table 52: Cropin Technology Solutions Private Limited: Pricing and Product Portfolio
Table 53: Cropin Technology Solutions Private Limited: Product Developments
Table 54: Partnerships, Joint Ventures, Collaborations, and Alliances