世界经济论坛：利用技术改善十亿人的生计_33页_15mb

Summary of "Using Technology to Improve a Billion Livelihoods"

Core Content

This report explores the transformative potential of drones in Indian agriculture, emphasizing their role in enhancing productivity, reducing costs and improving sustainability. It highlights how technology, particularly drones, can be leveraged to address long-standing challenges in the sector and unlock significant economic and social benefits.

Main Issues in Indian Agriculture

• Fragmented landholdings: Small and marginal farmers (less than 2 hectares) own 86% of land holdings, which contribute to 51% of the country's agriculture production.
• Inefficient use of inputs: Inefficient farming practices, low-yield varieties and fragmented land holdings result in lower productivity and higher waste.
• Low mechanization: Only 50% of Indian agriculture is mechanized, lagging behind countries like China (70%), the US (95%) and Brazil (75%).
• Limited advisory support: Farmers rely heavily on fellow farmers and government extension services, with mobile services being a less prominent source of information.
• Frequent pest attacks: India faces significant pest infestations, which have increased post-green revolution and are a major cause of crop loss.
• Poor yield: Indian agricultural yields are 20–28% lower than global benchmarks.
• Limited credit access: Only 30–40% of farmers have access to institutional credit, forcing many to rely on high-cost, informal sources.
• Weak post-harvest infrastructure: Crop loss due to poor storage and logistics is estimated at 4.5–6% for staples and up to 15% for perishables.
• Limited market access: There is a need for over 30,000 additional APMC markets to improve the flow of agricultural products.

Main Points of the Report

• Drones are emerging as a key enabler in the tech-driven transformation of Indian agriculture.
• Land mapping and agrochemical spraying are the most prominent use cases, with the latter offering cost savings (25–90%), health benefits (90% reduction in skin exposure) and yield improvements.
• Other promising applications include seeding, crop yield assessment, pollination and drone-based analytics.
• The adoption of drones is still in its early stages, mainly by corporate farms and large-scale producers.

Key Use Cases and Potential Benefits

• Precision farming: Drones enable targeted application of agrochemicals, reducing waste and increasing yield by 10–15%.
• Cost reduction: Drone spraying can reduce operational costs by up to 25–30% and input usage by 30–50%.
• Health benefits: Drones significantly reduce dermal exposure to chemicals, improving the safety of spraying operations.
• Environmental impact: Drones help in reducing chemical seepage into water bodies and promote sustainable farming practices.

Policy and Enabling Landscape

• The Drone Rules 2021 have simplified the regulatory framework, reducing the number of forms required for "street legalization" and making operations easier.
• The Production Linked Incentive (PLI) scheme encourages domestic drone manufacturing and reduces reliance on imports.
• The "Drone Shakti" initiative promotes drones as-a-service across the country.
• Financial assistance is available for farmers and implementing agencies to procure drones and conduct demonstrations.
• Standard Operating Procedures (SoPs) and awareness building are critical to scaling drone adoption.

Role of Stakeholders

• Government: Needs to support drone adoption through policy, awareness, safety standards and infrastructure development.
• Private sector: Must invest in indigenous manufacturing, R&D and create a robust supply chain.
• Agricultural cooperatives and FPOs: Should be empowered with access to agronomists and training to ensure effective use of drones.
• Tech start-ups: Can play a pivotal role in developing innovative drone solutions and integrating them with AI, IoT and blockchain for precision agriculture.

Conclusion and Next Steps

• Drones can help transform Indian agriculture, potentially boosting GDP by 1–1.5%, creating at least 500,000 new jobs and supporting the country's transition to a digital era.
• Pilot programs with clear outcome indicators are necessary for successful scaling.
• A cohesive effort across stakeholders, including government, industry and farmers, is essential to fully realize the potential of drones in agriculture.
• The report emphasizes the need for a robust local supply chain, standardized procedures, and financial and skill development mechanisms to make drones a mainstream tool in Indian farming.

Summary of Key Benefits

• Economic: Potential to unlock $65 billion in value by 2025 through digital agriculture.
• Environmental: Reduced chemical usage, lower water wastage and better resource management.
• Social: Improved safety for farmers, enhanced productivity, and new job opportunities in the drone industry.
• Technological: Integration of AI, IoT and blockchain to support precision farming and data-driven decision-making.

Case Studies

Cumin Crop

• Goal: Study the effectiveness of drone spraying in cumin cultivation.
• Challenges: Cumin is a delicate crop, and traditional methods lead to high pesticide residue levels.
• Solutions: A 2-acre farm in western India used a drone with a variable rate nozzle system for controlled pesticide application.
• Outcomes: Reduced pesticide usage, improved yield, and better control over maximum residue levels (MRLs).

Sugarcane Crop

• Goal: Improve yield and reduce cost through drone-based spraying.
• Challenges: Manual spraying is costly and time-consuming, especially during the pandemic.
• Solutions: A lead farmer partnered with a regional drone company to conduct drone spraying, reducing costs by 40% and time by 95%.
• Outcomes: Yield increased by 20–30%, and 3,200 acres were covered by October 2021, benefiting over 2,000 farmers.

Conclusion

Drones are poised to be a game-changer in Indian agriculture, offering a sustainable and efficient solution to long-standing challenges. With the right policies, infrastructure, and stakeholder collaboration, drones can be a cornerstone of India's agricultural transformation, improving livelihoods and contributing to national prosperity.