Alternative data datasets
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Farm-level agronomic records such as planting activity, harvest output, and field imagery sourced from connected agricultural operations.
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Daily Treasury yields plus CPI, payrolls and unemployment from the agencies
The searchable index behind US open data, listing roughly 300,000 federal, state and local datasets across agriculture, climate, finance, health and safety, each pointing to its source agency via metadata APIs.
Decoded Kamino Finance farm stakes, unstakes, reward harvests & admin actions
Quality-controlled hourly weather measurements from every Dutch station from 1951 onward, refreshed each day.
Authorized UK Air Ministry publication containing meteorological, climatological, and oceanographic records.
A database cataloging severe weather incidents across the United States.
Multi-source operational data for corporate carbon footprint analysis
A collection of broad leaved dock images for weed sprayer
Machine-learning models applied to satellite imagery that map land use, detect forest loss, and evaluate crop-related conditions across large areas.
Field-level agricultural analytics built on Sentinel-1 and Sentinel-2 imagery, offering vegetation indices, soil wetness readings, and yield forecasts aimed at commodity-market participants.
Factors affecting crop yield
Comprehensive Crop Production Insights: Detailed Agricultural Data Across India
Optimizing Fertilizer Selection Using Soil, Crop, and Climate Data
Supply-chain and demand assessments based on on-the-ground retail and distribution checks within Chinese markets.
This Dataset contains the value of properties of a crop that to get yeild.
Illuminating Wheat: Nitrogen Deficiency & Leaf Rust in Images
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Modeling of physical climate threats to physical assets under projected future warming conditions.
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Spatial analytics covering construction sites, mining operations and port logistics, produced from optical and synthetic aperture radar imagery and packaged as organized data feeds.
Precise weather forecast data tailored to a user-specified location.
Precise meteorological predictions tailored to a user-specified postcode sector.
Reliable weather outlooks customized for a selected postcode sector.
Surface weather measurements gathered from more than 250 stations within the Met Office's land-based observation network across the United Kingdom.
Surface weather measurements gathered from 56 stations within the Met Office's marine observation network.
Rapid worldwide meteorological information accessible through point-based, gridded, and polygon SQL lookups.
Get a data sample: Comprehensive hyperlocal weather data for any location or GPS coordinate. Updated in real-time based on the latest measurements. Minute-by-minute, hour-by-hour, and daily weather forecasts are available.
A Machine Learning Ready Dataset for Predicting Agricultural Crop Yield Based.
Comprehensive Dataset of Crop Growth and Production
Is it possible to forecast whether a customer is going to cancel their booking?
21.7M processed spatial-temporal AIS & weather records for advanced maritime AI
Analyzing India's Crop Production: A Comprehensive State and District-wise Data
Dataset for Crop Pest and Disease Detection
Smart Farming: Predict the Best Crops for your Farm
Daily updated weather observations from Bureau of Meteorology stations covering the entire historical record across Australia.
A freely accessible weather service that merges outputs from national meteorological agencies with reanalysis datasets, supplying hourly forecasts, historical readings, air-quality measurements and future climate projections on a global scale without requiring authentication keys.
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Predicting crop yield of 10 most consumed crops in World 🌏
Why does the wind blow and data about wind farms (2023).
Daily and hourly weather observations, forecasts, and climate normals sourced from NOAA for a set of chosen cities.
Multi-decade climatological baseline values describing typical weather conditions for specified geographies.
Global atmospheric variables from the high-resolution ERA5 reanalysis, mapped to custom locations for downstream analysis.
Monthly seasonal weather insights derived from ECMWF forecast model output.
Detailed weekly weather projections extending up to 46 days into the future, built on ECMWF's extended-range forecasting system.