diff --git a/README.md b/README.md
index 0285c0c2071a7039e4a068e3316ff4b27c7e12f4..7ea0090390ce881eb71e7574612bf4fa303dc225 100644
--- a/README.md
+++ b/README.md
@@ -1,14 +1,12 @@
+<img src="/doc/graphical_abstract.png" alt="graphical_abstract"
+	title="Graphical abstract" width="600" height="146" />
+
 # Machine learning on the AQ-Bench dataset
 
 This repository enables a machine learning quickstart on the AQ-Bench dataset.
 
 The AQ-Bench Benchmark dataset is described in Betancourt et al. (manuscript): "AQ-Bench: A Benchmark Dataset for Machine Learning on Global Air Quality Metrics" (link follows)
 
-Graphical abstract:
-
-<img src="/doc/graphical_abstract.png" alt="graphical_abstract"
-	title="Graphical abstract" width="600" height="205" />
-
 ## Quickstart
 
 Run it on binder! Click on the badge below to start machine learning on AQ-Bench in your browser (might take a couple of minutes to launch).