The described chart can be created with Range Bar Series.
Live example on how to create range bar series can be found here
The crucial points for this series is to set lowPropertyName
which will be used to display the lower and the upper limits (in your case of your temperature).
In the linked example above this is achieved by providing the low and high keys from the source