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Microsoft Enhances Weather Forecasting: Potential Benefits for Indian Farmers
Sentiment: NeutralHigh Priority
What Happened?
Microsoft researchers have developed a machine-learning method to improve weather forecasts for two to six weeks ahead. This could aid Indian farmers in planning agricultural activities.
Key points
- The new method, called Probabilistic Bias Correction (PBC), learns from past forecasting errors.
- PBC improved forecast skill for 98% of precipitation targets and 92% of temperature targets in tests.
- More reliable forecasts could help farmers plan sowing and irrigation.
- Water managers could make better decisions regarding reservoir operations.
- Disaster response agencies may gain additional time to prepare for extreme weather.
- The method can run on ordinary processors, making it accessible for services with limited resources.
Key insights
- The method's success in India could lead to better agricultural productivity.
- Enhanced forecasts may help in managing water resources more effectively.
- The open-source nature of PBC could democratize access to advanced forecasting technology.
Why it matters
Improved weather forecasts could significantly enhance agricultural planning and disaster preparedness in India.
Tags
Entities
Microsoft· CompanyNature· JournalIndia Meteorological Department· Organization
Source
India Today
