Over the past few decades, technology has advanced at a lightning pace. From changing our lives to automating the processes, technology has blessed us with many things. One of the promising technologies that hold great power in its hand is artificial intelligence. It is a branch of computer science that uses algorithms and statistical models to complete human tasks without the involvement of humans. Almost every industry has utilised the benefits of artificial intelligence and has been putting it to optimal use. It is also known as machine intelligence, wherein, intelligent machines and devices are created with natural intelligence to perform different tasks.
It is essential to understand the benefits of artificial intelligence and understand how it can be best used in different industries. Over the years, there have been tremendous improvements in artificial intelligence and its global reach. To get back in history, artificial intelligence was formed as an academic discipline in 1955, since then it witnessed several waves of optimism that made it develop in a radical manner. Recently, there have been findings that state that artificial intelligence can now be used in predicting the weather. Let’s dig up some more information to ascertain if artificial intelligence really worth making weather prediction.
Artificial Intelligence and Weather Forecasting
Weather forecasting is an essential function to extract information regarding the weather so that the people can be warned on time regarding any severity. It is quite evident that weather forecasts are sensitive and complex science. There are plenty of things that come together to make an accurate weather forecast. A lot of massive data sets are collected from the weather satellite to make a decent prediction. The data is gathered, patterns are identified, observations are made, and finally all the results are compared together to make a final prediction.
Even the slightest mistake can cost hefty when it comes to weather forecasting. Apart from the daily predictions, weather forecasting is imperative to prevent disasters. Hence, it was essential to find a reliable and efficient way to make real-time weather prediction rather than collecting, organising and making a prediction from the collected data. That’s where artificial intelligence can showcase its prowess.
We all know artificial intelligence feeds on the computer-generated programs and problem-solving methods on a wide range of data sets to identify different patterns. After analysing the enormous amount of data, the relevant hypothesis is made with the acquired information. It is true that there are several intricacies in the weather prediction. Hence, scientists have thought to seek assistance from artificial intelligence in making more refined and accurate weather forecasting in no time.
Artificial Intelligence Helping in Weather Forecasting
The society is increasingly relying on the actionable environmental information that eventually stimulates the need for exploiting large sources of weather data. In terms of hardware power and software support, the current volume of weather data from the satellite is already becoming a major challenge. The process of making conventional forecasting is crippling. There is a growing need for developing a reformed way of predicting the weather.
AI deploys deep learning methods that can be used as mathematical models to learn from past weather records. One of the popular AI models that are used for weather forecasting is Numerical Weather Prediction (NWP). This model is designed to manipulate a big amount of data sets from the weather satellites, radiosondes to provide short term weather forecasts and long-term climate predictions.
A lot of companies are coming forward to invest in weather prediction applications from AI. They have been taking an interest in using AI-powered applications that can help in making better weather prediction. For instance, IBM has brought The Weather Company and some of its property that includes weather.com, Weather Underground, and WSI.
It is true that no matter how precise an algorithm can be made from artificial intelligence models, a cent per cent accurate forecasting is never possible. On the contrary to the conventional way of predicting the weather, AI models claim to make a much better and reliable forecast in real-time. It is designed to tap into the need for making a real-time assessment and giving more accurate results to the meteorologists. The advancements of artificial intelligence are aimed at improving the efficiency in weather forecasting. Artificial intelligence has found the solution to all the significant concerns of weather forecasting that has made it less efficient.
It is no longer a wonder that artificial intelligence has changed the world for the better. There have been many instances where artificial intelligence has shown its prowess in a different industry. The efficiency of artificial intelligence has been long known to the humankind. Its use in weather forecasting is a current application of AI-powered application.
It is true that accurate weather prediction is complicated and essential at the. Weather prediction involves the manipulation of enormous data collected from different weather satellites that works together to make a precise forecast. That’s what exactly artificial intelligence is meant to do, handle enormous data to complete complicated tasks with efficiency.
Conventionally, the weather forecasts are dependent on physical and numerical based models that help in making the prediction. But. AI models, the process of gathering, and manipulating the massive amount of weather data has been made easier. It has been proven time and again that artificial intelligence can do a lot more than just automating human tasks.
AI experts will be a prominent part of weather forecasting as the data sets from different parts of the world will be turned into an algorithm for the AI models. More and more government, non-profit organisations and private companies are coming forward to make their contribution in leveraging the potentials of AI in weather forecasting.
From all the incidents happening with regards to AI and weather forecasting, it will be safer to say that the future of weather forecasting is promising and optimistic with the inclusion of artificial intelligence. The idea of building a robust and efficient AI weather prediction model can certainly overcome the currently challenged faces in weather forecasting.