Archives for Weather forecasting
The NeuralGCM seems like a significant advancement in pure ML-based modelling at first glance.
Several companies are increasingly implementing AI for helping with forecasting weather and natural disasters
The post 6 Innovative AI Models for Weather Forecasting appeared first on Analytics India Magazine.
STRIPE excels probabilistic time-series forecasting with space and time diversity
The post Guide to STRIPE: Shape and Time Diversity in Probabilistic Forecast appeared first on Analytics India Magazine.
According to many media reports, The India Meteorological Department (IMD) is aiming at utilising artificial intelligence in weather forecasting. The use of AI is particularly focused on issuing nowcasts, which can help in almost real time (3-6 hours) prediction of drastic weather episodes, the Director-General Mrutunjay Mohapatra stated last week. Even though the use of…
The post India Meteorological Department Will Use Artificial Intelligence For Weather Forecastin appeared first on Analytics India Magazine.
The recent Cyclone Amphan in Bay of Bengal and Nisarga in the Arabian Sea has disrupted millions of lives and killed thousands of people. However, Mumbai-based power transmission company, IndiGrid, managed to overcome challenges arisen due to the strong cyclone with a weather intelligence platform. Established in 2016, IndiGrid provides the infrastructure for the power…
The post How This Mumbai-Based Transmission Company Managed Power During Amphan With AI-Powered Weather Intelligence Platform appeared first on Analytics India Magazine.
India has been dealing with the changing climatic conditions and needs reliable forecasts for extreme weather conditions like droughts, floods, cyclones, lightning and air quality, among others. On November 28, India announced that over the next 2 years it plans to augment the existing Supercomputer to 100PetaFlops for accurate weather forecasting. This announcement made at…
The post Why India Needed A 100PF Supercomputer To Help With Weather Forecasting appeared first on Analytics India Magazine.
In a move that could potentially save millions of lives, Dr M Rajeevan, the Union Secretary for Earth Sciences, this week announced new initiatives by the Ministry for improving weather prediction with artificial intelligence. The announcement was made at the four-day workshop on Prediction skill of extreme Precipitation events and tropical cyclones: Present status and…
The post India To Use AI & 100 PF Supercomputer To Improve Weather Prediction appeared first on Analytics India Magazine.
Data offers a crucial advantage for any kind of forecasting. One such applications where data analysis is of use is for weather forecast. Importance Of Data In Weather Data analytics can give us plenty of information about disasters and help in disaster readiness. They can be used to prepare for everyday conditions and catastrophic events,…
The post How Analytics Is Ushering In A Smart Weather Forecasting Industry In India appeared first on Analytics India Magazine.
“In classical computers, you give me a certain input, I put it in my computer, I give you an output. But if our hardware was quantum mechanical, rather than just sequentially providing some input and reading out the answers, I could prepare the computer register in the quantum superpositions of many different kinds of inputs.”…
The post What Happens Once Quantum Computers Replace Traditional Binary Computers appeared first on Analytics India Magazine.