Here both the divergence and vorticity vanish:
The flow is incompressible and irrotational. With and ,
The streamlines are the level sets . To determine the arrows, put and . A particle satisfies , . Thus the separatrix approaches the stagnation point at the origin, whereas leaves it; the other streamlines are hyperbolas following those asymptotes. The origin itself is a stationary particle.
Figure 1.
Streamlines and directions for the incompressible irrotational flow
.
Write . The vertical component of the balance gives hydrostatic pressure,
Its horizontal gradient is . The horizontal balance is consequently
Thus : the velocity is tangent to every level set of , so those contours are streamlines of the geostrophic flow.
Across a vertical section joining the contours and , an element of horizontal distance normal to the contours is , while . The volumetric flow rate is therefore
For dimensional analysis, , and , so the result has dimension , exactly that of a volume flux.
Along a trajectory, the chain rule gives
Thus is a first integral, and every trajectory lies on one of its level sets.
For , the function is differentiable at if there is a linear map such that
The linear map is unique and is the Frechet derivative . The function is continuously differentiable at if it is differentiable on a neighbourhood of and the map , with values in the space of linear maps equipped with the operator norm, is continuous at .
If is linear, then
Consequently at every . The derivative is a constant function of , hence is continuous, so every linear map is continuously differentiable everywhere.
The mean value inequality says that if the line segment lies in and
then
To prove it, put . The claim is immediate if . Otherwise set and apply the one-dimensional mean value theorem to the real-valued function
For some , the chain rule gives
as required.
Now suppose that is open and connected and that for every . Every point has an open ball contained in . The mean value inequality with shows that is constant on each such ball, so is locally constant. Fix . The level set
is nonempty and open in ; its complement is also open because is locally constant. Since is connected, . This proves the zero derivative on a connected open set result: is constant.
The inverse function theorem states that if is continuously differentiable, , and is an invertible linear map, then there are open neighbourhoods of and of such that is a bijection whose inverse is continuously differentiable.
For the curve in the question, define the continuously differentiable function
Then
The implicit function theorem, which follows from the inverse function theorem applied to , therefore gives an open interval containing , an open neighbourhood of , and a continuously differentiable, hence continuous, function such that
Regular level set Created 2026-10-06 Updated 2026-10-07
A level set at a regular value is a smooth submanifold. By the regular level set theorem, its codimension is the dimension of the target. For determinant-one real symmetric matrices, is nonzero because gives , so the constraint has codimension one.