diff --git a/doc/index.rst b/doc/index.rst
index 0fc554dd..fd9cac6c 100644
--- a/doc/index.rst
+++ b/doc/index.rst
@@ -26,8 +26,8 @@ PyPSA-Eur-Sec builds on the electricity generation and transmission
 model `PyPSA-Eur <https://github.com/PyPSA/pypsa-eur>`_ to add demand
 and supply for the following sectors: transport, space and water
 heating, biomass, energy consumption in the agriculture, industry 
-and industrial feedstocks. This completes the energy system and includes 
-all greenhouse gas emitters except waste management, agriculture, 
+and industrial feedstocks, carbon management, carbon capture and usage/sequestration. 
+This completes the energy system and includes all greenhouse gas emitters except waste management, agriculture, 
 forestry and land use.
 
 
@@ -41,9 +41,9 @@ patchy.
 We cannot support this model if you choose to use it.
 
 .. note::
-    You can find showcases of the model's capabilities in the
+    You can find showcases of the model's capabilities in the Supplementary Materials of the 
     preprint `Benefits of a Hydrogen Network in Europe
-    <https://arxiv.org/abs/2207.05816>`_, a `paper in Joule with a
+    <https://arxiv.org/abs/2207.05816>`_, the Supplementary Materials of the `paper in Joule with a
     description of the industry sector
     <https://arxiv.org/abs/2109.09563>`_, or in `a 2021 presentation
     at EMP-E <https://nworbmot.org/energy/brown-empe.pdf>`_.