How can satellite remote sensing technologies like YES-TECH improve the efficiency of crop insurance schemes such as PMFBY?

PMFBY's efficiency has long been limited by manually conducted Crop Cutting Experiments (CCEs) — labour-intensive, sampling-prone and slow, delaying claim settlement. YES-TECH (Yield Estimation System based on Technology), operational under PMFBY from Kharif 2023, embeds satellite remote sensing into yield assessment and offers a credible route to faster, more objective insurance delivery [1].

Faster, more accurate yield estimation

• YES-TECH provides Gram Panchayat-level yield estimates, with a mandatory 30% weightage to satellite-derived yield for paddy and wheat from Kharif 2023; soybean was added from Kharif 2024 [1].
• It was standardised through a manual after piloting across 100 districts, reducing dependence on lakhs of CCEs and shortening the yield-to-claim cycle [1].

Objective loss assessment and fewer disputes

• Remote sensing captures crop condition over the whole insured unit rather than a few sample plots, limiting under-reporting and inflated claims.
• Complementary technology-based crop damage assessment under PMFBY allows verifiable, image-based evidence of localised losses, cutting insurer–farmer litigation [2].
• The WINDS portal, hosting hyper-local Automatic Weather Station and rain-gauge data, strengthens weather-indexed triggers alongside satellite yield data [1].

Lower administrative cost and better targeting

• Linkage with AgriStack — the Farmers Registry (Kisan ki Pehchaan), Crop Sown Registry and Geo-Referenced Village Maps maintained by States/UTs — enables Aadhaar-verified enrolment and leakage-free claim transfer [3].
• The Digital Agriculture Mission (2024, Rs. 2,817 crore outlay) funds this digital public infrastructure, making technology adoption fiscally sustainable [4].

Constraints to address

• Cloud cover during monsoon, fragmented and mixed-cropped holdings, and uneven State capacity can dilute accuracy; data-privacy safeguards for farmers' land and financial data remain essential [3].

Satellite technology thus shifts crop insurance from sample-based estimation to evidence-based assessment. Scaling YES-TECH to more crops, ground-truthing satellite outputs, and combining them with digital crop surveys can make PMFBY genuinely timely and trusted — advancing the Mission's goal of farmer-centric, transparent welfare delivery [4].