comparison of platforms and their approaches to forecasting
The weather forecast affects our plans and life. In Russia, there are many services that provide weather forecasts, but how to choose the most accurate one? In this article, we will make a detailed comparison of popular platforms and their approaches to weather forecasting to help tech-savvy readers find the best service for their needs.
Yandex.Weather – “The accuracy of the weather forecast in every corner of Russia.”
Yandex.Weather is one of the most popular and accurate weather forecasting platforms in Russia. It uses the unique Meteum 2.0 technology, which combines classic weather models and machine learning, in particular, the CatBoost method. This allows you to take into account local features and provide forecasts accurate to city districts.
To make forecasts, Yandex.Weather uses data from weather radars, satellites, and user signals. Weather radars and satellites help create a precipitation map and determine the start and end times of rain. Signals from users improve short-term precipitation forecast by 20%. Therefore, for example, tomorrow’s weather in Moscow will be determined taking into account data from users, meteorological radars and satellites.
However, Yandex.Weather may be less accurate in remote or sparsely populated areas due to lack of data or fewer users reporting current weather conditions.
Gismeteo – “Weather without surprises – trust the professionals!”.
Gismeteo is another well-known weather forecast service in Russia. It uses data from international meteorological services such as ECMWF (European Center for Medium Range Weather Forecasts) and provides forecasts up to 4 weeks ahead.
A feature of Gismeteo is the provision of information about the phases of the moon and the geomagnetic situation, which can be useful for people who are sensitive to changes in geomagnetic activity or are interested in astronomy. Gismeteo also provides detailed forecasts for motorists, fishermen and tourists, taking into account the specific conditions and needs of these categories of users.
However, Gismeteo, like other services based on traditional weather models, may be less accurate in predicting local weather events or under rapidly changing conditions.
Weather Mail.ru – “Weather that is always with you”.
Weather Mail.ru is another popular weather forecasting platform in Russia. It provides forecasts based on data from Roshydromet and international meteorological centers such as ECMWF and GFS (Global Forecast System).
Main advantage Weather Mail.ru is an intuitive interface and the ability to quickly find out the weather forecast for any location. The service also provides information on wind speed and direction, humidity, atmospheric pressure and other meteorological parameters.
However, like other services based on traditional weather models, Weather Mail.ru may be less accurate in predicting local weather events and in remote areas.
Weather – “Your reliable companion in the world of weather forecasting.”
weather.com is an international weather forecast service that also covers Russia. It provides forecasts based on data from The Weather Company, an IBM subsidiary. weather.com uses Deep Thunder technology, a machine learning system that processes huge amounts of meteorological data to provide more accurate forecasts.
weather.com offers detailed weather forecasts including rainfall, humidity, wind speed and UV levels. The service also provides weather data for certain activities such as golf, running or swimming.
However weather.com may be less accurate when forecasting weather in remote areas of Russia due to limited data availability and difficulty in predicting local weather conditions.
AccuWeather – “Weather forecast you can rely on.”
AccuWeather is an international weather forecasting service covering Russia and other countries. AccuWeather is based on a proprietary forecasting system that integrates data from multiple weather models and sources such as ECMWF, GFS and satellite data.
The advantage of AccuWeather is the provision of detailed long-term weather forecasts, including 90-day forecasts. This can be useful for planning vacations, weddings, or other events that require advance consideration of weather conditions. In addition, AccuWeather offers information on air quality, UV levels and other parameters that may be relevant to users.
However, like other services based on traditional weather models, AccuWeather may be less accurate in predicting local weather conditions and in remote areas.
Conclusion
Choosing the most accurate weather forecast service depends on your needs and preferences. It is important to take into account the forecasting approaches used by different platforms, such as traditional weather models and machine learning. In general, Yandex.Weather, Gismeteo, Mail.ru Weather, Weather.com and AccuWeather offer different levels of forecast accuracy and detail, and choosing the best service will depend on your individual requirements and location.
