hnaghieh said:
In order to make any calculation we need data or measurements. In order to have measurements we need units of measurements(yard sticks and clocks). Yard sticks and clocks are frame dependent in the sense that two reference coordinate systems in relative motion will have different units (due to relativistic effects on the yard sticks and clocks, etc) when they compare each other’s measurements of a world event they will not agree on their measurement or the laws of nature unless they know the transformation relationship connecting their coordinate frames units of measurements ( Lorentz transformations).
I agree with much , though not all, of this. Let me try and give you the outline of a modern, relativistic perspective.
Distances as measured by yardsticks are frame dependent quantities, agreed. The time interval measured by a single, specific clock is, however, a frame independent quantity.
Time intervals measured by combining the results of more than one clock via some synchronization scheme are frame dependent, because the synchronization scheme is frame dependent.
Neither the frame dependent distances, nor the frame dependent non-proper time intervals measured by multiple clocks are invariant quantities.
When you specify both of these frame dependent quantities, though, and combine them into a 4-vector, the 4-vector itself is regarded as frame independent, even though the components of the 4-vector are frame dependent.
The reason the 4-vector is regarded as frame independent is that if you know all the components in one frame you can, as you mentioned, use the Lorentz transform to find the components in any other frame. So, the 4-vector itself is regarded as a "geometric entity" that exists regardless of a specific choice of frame. The actual measurements that some observer made in some particular frame are not the 4-vector, but the components of the 4-vector in the observer's frame. Knowing the components of the 4-vector, and the specifics of the observer, one knows the four-vector.
Working with frame independent objects is a very powerful technique that makes errors much less likely. All the information you need to find the physical measurements are collected together into one place.
To give a specific example relative to the previous discussion. In special relativity, the electric field and the magnetic field are not tensors. They are parts of a larger object that is a tensor, the Farday tensor, which is a rank 2 tensor.
Knowing the electric fields at a point according to one observer doesn't let you know what the electric fields at that point are for another observer. Knowing both the electric and magnetic fields at that poitn according to an observer gives you the components of the Farday tensor, and you can use the approrpriate generalization of the Lorentz transform to find the electric and magnetic fields at that point for any observer you choose.