diff --git a/PyWavelets-1.0.2.tar.gz b/PyWavelets-1.0.2.tar.gz
deleted file mode 100644
index 4dd5284..0000000
--- a/PyWavelets-1.0.2.tar.gz
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0cbee5363e805a11effa982f533a203b21a602cd058efcb49304cc081b17ac9d
-size 4546818
diff --git a/PyWavelets-1.0.3.tar.gz b/PyWavelets-1.0.3.tar.gz
new file mode 100644
index 0000000..7d3f3de
--- /dev/null
+++ b/PyWavelets-1.0.3.tar.gz
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a12c7a6258c0015d2c75d88b87393ee015494551f049009e8b63eafed2d78efc
+size 4552777
diff --git a/python-PyWavelets.changes b/python-PyWavelets.changes
index 3cff97a..f5eeeeb 100644
--- a/python-PyWavelets.changes
+++ b/python-PyWavelets.changes
@@ -1,3 +1,12 @@
+-------------------------------------------------------------------
+Tue Jul 23 02:28:20 UTC 2019 - Todd R <toddrme2178@gmail.com>
+
+- Update to version 1.0.3
+  PyWavelets 1.0.3 is functionally equivalent to the 1.0.2 release.
+  It was made to archive the JOSS paper about PyWavelets to the
+  1.0.x branch and serve as a reference corresponding to the
+  version that was peer reviewed.
+
 -------------------------------------------------------------------
 Tue Mar 12 19:30:58 CET 2019 - Matej Cepl <mcepl@suse.com>
 
diff --git a/python-PyWavelets.spec b/python-PyWavelets.spec
index 14feb47..4aed2b2 100644
--- a/python-PyWavelets.spec
+++ b/python-PyWavelets.spec
@@ -18,23 +18,25 @@
 
 %{?!python_module:%define python_module() python-%{**} python3-%{**}}
 Name:           python-PyWavelets
-Version:        1.0.2
+Version:        1.0.3
 Release:        0
 Summary:        PyWavelets is a Python wavelet transforms module
 License:        MIT
 Group:          Development/Libraries/Python
-URL:            http://pypi.python.org/pypi/PyWavelets/
+URL:            https://github.com/PyWavelets/pywt
 Source0:        https://files.pythonhosted.org/packages/source/P/PyWavelets/PyWavelets-%{version}.tar.gz
 Source10:       https://media.readthedocs.org/pdf/pywavelets/v%{version}/pywavelets.pdf
 Source11:       https://media.readthedocs.org/htmlzip/pywavelets/v%{version}/pywavelets.zip
 BuildRequires:  %{python_module Cython}
 BuildRequires:  %{python_module devel}
-BuildRequires:  %{python_module nose}
 BuildRequires:  %{python_module numpy-devel >= 1.9.1}
 BuildRequires:  %{python_module setuptools}
 BuildRequires:  fdupes
 BuildRequires:  python-rpm-macros
 BuildRequires:  unzip
+# SECTION test requirements
+BuildRequires:  %{python_module nose}
+# /SECTION
 Requires:       python-numpy >= 1.9.1
 %python_subpackages
 
diff --git a/pywavelets.pdf b/pywavelets.pdf
index 41ad173..845a24c 100644
--- a/pywavelets.pdf
+++ b/pywavelets.pdf
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3b69f7afe23f7075bdd92e0b12331fc63db4c660d9faee3f001c571896b0b25e
-size 517691
+oid sha256:646d463847448b5eb809a4d500be2afd68c6276a83ac8f8be8e95badd15c1570
+size 515707
diff --git a/pywavelets.zip b/pywavelets.zip
index 97f396b..1861c21 100644
--- a/pywavelets.zip
+++ b/pywavelets.zip
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:949c90e5628ff89a9f66be3651b65f4957d9d8385fc86c94fded4ac9e466fec2
-size 1891580
+oid sha256:e97018ebb7d9f45e392bd3d484f8b58bf00ca31118e5e5aa2c3165bc1bafc6ab
+size 1892988