diff --git a/imageio-2.22.1.tar.gz b/imageio-2.22.1.tar.gz
deleted file mode 100644
index 4882979..0000000
--- a/imageio-2.22.1.tar.gz
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:465ec35f919d538906d3023b61ccec766d8e7575fe55fcbd7669ece55afb97ca
-size 3431412
diff --git a/imageio-2.31.1.tar.gz b/imageio-2.31.1.tar.gz
new file mode 100644
index 0000000..4f96c8c
--- /dev/null
+++ b/imageio-2.31.1.tar.gz
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8436a02af02fd63f272dab50f7d623547a38f0e04a4a73e2b02ae1b8b180f27
+size 386837
diff --git a/python-imageio.changes b/python-imageio.changes
index bb221e4..176a6be 100644
--- a/python-imageio.changes
+++ b/python-imageio.changes
@@ -1,3 +1,16 @@
+-------------------------------------------------------------------
+Fri Jun 30 14:22:20 UTC 2023 - Markéta Machová <mmachova@suse.com>
+
+- update to 2.31.1
+  * Add support for Python 3.11
+  * Tifffile v3 support
+  * Add audio support for ffmpeg writer
+  * small improvements to pyav
+  * Consistently apply color palettes by default
+  * Add n_images to ImageProperties
+  * Expose v3 plugins via v2 API
+  * Decode gray 16-bit PNG as uint16 (not int32) if pillow allows
+
 -------------------------------------------------------------------
 Sun Oct 16 17:47:59 UTC 2022 - Dirk Müller <dmueller@suse.com>
 
diff --git a/python-imageio.spec b/python-imageio.spec
index 138db79..ea4903c 100644
--- a/python-imageio.spec
+++ b/python-imageio.spec
@@ -1,7 +1,7 @@
 #
 # spec file for package python-imageio
 #
-# Copyright (c) 2022 SUSE LLC
+# Copyright (c) 2023 SUSE LLC
 #
 # All modifications and additions to the file contributed by third parties
 # remain the property of their copyright owners, unless otherwise agreed
@@ -20,7 +20,7 @@
 %define skip_python2 1
 %bcond_with test_extras
 Name:           python-imageio
-Version:        2.22.1
+Version:        2.31.1
 Release:        0
 Summary:        Python library for reading and writing image, video, and related formats
 License:        BSD-2-Clause
@@ -36,12 +36,12 @@ BuildRequires:  python-rpm-macros
 Requires:       python-Pillow >= 8.3.2
 Requires:       python-numpy >= 1.20.0
 Recommends:     python-imageio-ffmpeg
+Recommends:     python-psutil
 Suggests:       python-astropy
+Suggests:       python-av
 Suggests:       python-tifffile
 # not in openSUSE (yet)
 Suggests:       python-simpleitk
-# alternative is not singlespec
-Suggests:       python3-itk
 %if "%{python_flavor}" == "python3" || "%{python_provides}" == "python3"
 # GDAL is not (yet) singlespec
 Suggests:       python3-GDAL
@@ -51,15 +51,15 @@ Requires(postun):update-alternatives
 Recommends:     libfreeimageplus3
 # SECTION test requirements
 BuildRequires:  %{python_module fsspec}
+BuildRequires:  %{python_module imageio-ffmpeg}
 BuildRequires:  %{python_module pytest}
 BuildRequires:  libglvnd-devel
 %if %{with test_extras}
 BuildRequires:  %{python_module astropy}
-BuildRequires:  %{python_module imageio-ffmpeg}
+BuildRequires:  %{python_module av}
 BuildRequires:  %{python_module psutil}
 BuildRequires:  %{python_module tifffile}
 BuildRequires:  python3-GDAL
-# python3-itk does not work on 32-bit, don't bother testing that
 %endif
 # /SECTION
 BuildArch:      noarch
@@ -93,7 +93,7 @@ export IMAGEIO_NO_INTERNET=1
 %check
 export IMAGEIO_NO_INTERNET=1
 # plain openSUSE does not have the right codecs to test this ffmpeg
-donttest="test_ffmpeg"
+donttest="test_ffmpeg or test_bayer_write"
 # unmarked online tests
 donttest="$donttest or test_freeimage"
 %pytest -ra -k "not ($donttest)" -m "not needs_internet"