Field Notes
Writing on markets,
data & agriculture
Analysis, explainers, and observations from the iti-h team on Indian commodity markets and the open data that powers them.
Anticipating the Invisible: Crop Disease Risk Matrix
Discover how the iti-h Crop Disease Risk Matrix combines hyper-local weather forecasts with extensive biological crop profiles to predict and prevent catastrophic outbreaks.
Precision Farming with Satellite Field Analysis
A comprehensive guide to utilizing Copernicus Sentinel-2 remote sensing, NDVI tracking, and carbon sequestration metrics to monitor your agricultural fields from above.
Data to Discourse: AI Regional Market Briefs
Explore how iti-h utilizes Google Gemini large language models to transform thousands of rows of raw AGMARKNET pricing data into actionable, localized market intelligence reports.
Signal Over Noise: Building Your Personalized Watchlist
Stop scrolling through thousands of irrelevant market prices. Learn how to configure the iti-h Watchlist to monitor specific commodities and trigger alerts exactly when you need them.
How to Use iti-h Mandi Pages: A Complete Guide
Learn how to navigate the iti-h platform, understand market pages, and analyze price charts and tables.
Understanding Mandi Price Signals
A primer on how to read commodity price movements across Indian agricultural markets and what they mean for farmers, traders, and consumers.