diff --git a/doc/whats-new.rst b/doc/whats-new.rst
index 89c8d3b4599..c14915fb477 100644
--- a/doc/whats-new.rst
+++ b/doc/whats-new.rst
@@ -32,6 +32,9 @@ New Features
   `Tom Nicholas <https://github.com/TomNicholas>`_.
 - Added zarr backends for :py:func:`open_groups` (:issue:`9430`, :pull:`9469`).
   By `Eni Awowale <https://github.com/eni-awowale>`_.
+- Added support for vectorized interpolation using additional interpolators from the
+``scipy.interpolate`` module (:issue:`9049`, :pull:`9526`).
+  By `Holly Mandel <https://github.com/hollymandel>`_.
 
 Breaking changes
 ~~~~~~~~~~~~~~~~