Is atmospheric conditions for a long period of time called weather?

No, atmospheric conditions over a long period of time are referred to as climate. Weather describes short-term atmospheric conditions, such as temperature, humidity, and precipitation, typically measured over hours to days. In contrast, climate encompasses the average weather patterns and variations in a specific region over extended periods, usually 30 years or more.