I am trying to learn if my LED strip I ordered is wrong color or not. I ordered 2700k color bright LED but but visually it looks like 3100k.
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Color temperature " strictly speaking, is a property of a
back body radiator: these have the property of giving off light that has specific colors at different temperatures, which are described by Planck's Law. While a candle flame, incandescent lamps, the sun and the blue sky all approximate the colors of a black body radiator, LED lights, lasers, fluorescent and other gas-discharge lamps, do not.
To better describe the color of these non-black body lamps, you not only need color temperature, but you also need a tint measurement. For example, here is both a Color temperature and Tint measurement used in adjusting white balance in Adobe Camera Raw:
Color temperature describes a color cast that varies between yellow and blue, while Tint varies between green and magenta. Combinations of both of these gives you the full range of colors.
What the LED lamp manufacturers give you is the "correlated" color temperature or CCT. It excludes the tint value, and only includes the closest color temperature. As any two lamps of the same correlated color temperature may very well have different tints, it is not surprising that they will appear different. Also, there is more than one way of determining the "correlated" part as well, and your two lamps may very well use different methods. There also may be variation between batches of lamps. Finally, it takes good lab practice to make accurate measurements, and in this use case there is hardly much of a good reason to do so: if you don't like a lamp, just return it to the store and get a new one.
So why don't they also give a tint value? Well that isn't the whole story either: a fuller description of the light quality needs to include a full spectral breakdown of the frequencies emitted and how much of each, and such spectral qualities are important in photography. But if color quality is truly important to you, then why are you buying cheap light bulbs?

Rather, use those light sources that are known to be photographically good.
I am trying to figure out if it just looks like that (3100k instead of 2700k) because I am too close to it or if I actually got wrong color. And when I use android light meter app it also tells me 3100k.
Android light meters won't give you accurate measurements, and neither will the measurements given in Adobe Camera Raw, as illustrated above. You need a colorimeter to give you more accurate results: but do you really need more accurate results?
But as mentioned, a colorimeter won't tell you the full story either, and so you need an optical spectrometer or spectrophotometer, along with excellent lab technique to fully characterize light sources. These are expensive and difficult to use.
ask because I am wondering if distance affects the color temperature? Like does it come warmer as distance increases or should it stay the same?
No it does not change. However, poor lab technique can change the results. Suppose the lamp is not the only light source in the room, or if the wall paint isn't strictly neutral. Also, unless you use a good instrument, you won't get great results anyway.
What is photography standard for checking lightsources? Is there some standard like 1 meter distance from source or any other standard?
The International Organization for Standardization (
ISO) has numerous standards that relate to these kinds of measurements, as well as a vast array of other unrelated standards. Be aware that following these standards requires lots of time, talent, and money, and these standards are intended for top organizations, not individuals doing casual investigations.
ISO doesn't cover everything, however, so you may want to investigate specific products:
https://www.xrite.com.
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