student34 said:
I knew there were differences between spatial properties and the temporal properties. However, I did not know that the temporal dimension does not share the same property of spatial distance as the spatial dimensions.
You still don't seem to have the right conceptual scheme. This might be because you don't even seem to have the right conceptual scheme for ordinary Euclidean geometry in ordinary Euclidean space, so let's start with that first.
What you are calling "spatial distance" is not a property of "spatial dimensions". It's a property of the metric, which, for our purposes here, you can think of as a function that takes two points and gives you a number, which in the case of Euclidean geometry we call the "distance" (or more precisely the "squared distance", since you have to take its square root to get what we normally call the distance). In Euclidean geometry, the metric is basically the usual Pythagorean theorem. A key property of this metric is that it is what is called "positive definite": the squared distance between any two distinct points is always a positive number. But this is not a property of any particular "dimension": it's a property of the geometry as a whole, because the metric is a property of the geometry as a whole.
Now consider the case of Minkowski spacetime, which is the geometry of spacetime in special relativity. The metric in this case is now
not positive definite: the metric is still a function that takes two points and gives you a number, but now that number is not always positive. It can be positive, negative, or zero. (Purists would say that this means the thing we're calling the "metric" for Minkowski spacetime is really a "pseudometric", but we won't go into such fine points here.) But still, the metric is not a property of any particular "dimension", nor are the squared distances of different signs properties of different "dimensions". They're all just properties of the geometry as a whole.
student34 said:
Having said that, I am still quite curious and perplexed about what this temporal dimension is, and how it can share so many spatial properties such as curvature, spatially measurable and intersect with spatial dimensions, yet does not have spatial distance.
These questions also mostly come from having the wrong conceptual scheme. Hopefully the above helps.
However, you also mention other properties here: "curvature", "spatially measurable", and "intersect with spatial dimensions". Let's consider those briefly:
Curvature is not a property of a "dimension". It's a property of either a particular curve (curves can be "straight"--the technical term is "geodesic"--or not) or a geometric manifold as a whole (the Minkowski spacetime of SR is flat, but in General Relativity we also consider spacetimes that are curved). The latter kind of curvature is represented by a tensor, the Riemann curvature tensor.
Timelike intervals are not "spatially measurable", so I'm not sure what you're referring to with that.
Timelike curves can of course intersect spacelike curves, but this is not "dimensions" intersecting. "Dimensions", to the extent that concept even means anything in this context, aren't the kinds of things that can "intersect".