Here are some videos showing outdoor performance of the Kinect.
There is no depth data available for the areas in red.
The performance looks like it could be somewhat useful at night or in shaded areas, but does not provide any data in direct sunlight.
ALS Ice Bucket Challenge with Pepper (Video)
35 minutes ago