diff --git a/ErrorAnalysis/ErrorAnalysis_seasonal_all_seasons.ipynb b/ErrorAnalysis/ErrorAnalysis_seasonal_all_seasons.ipynb
index 2e05098b99cd28b71fca360cd1b1721d879fc5a6..ce9d65e91fa64275526cbf5def7c315ef1a92e16 100644
--- a/ErrorAnalysis/ErrorAnalysis_seasonal_all_seasons.ipynb
+++ b/ErrorAnalysis/ErrorAnalysis_seasonal_all_seasons.ipynb
@@ -343,7 +343,7 @@
     "plt.xlabel(\"beta\")\n",
     "plt.ylabel(\"sparsity\")\n",
     "plt.title(\"sparsity as a function of penalty\",fontsize=\"xx-large\")\n",
-    "saver(\"sparsity_by_penalty_seasonal\")\n",
+    "saver(\"sparsity_as_penalty\")\n",
     "plt.show()\n",
     "plt.close()"
    ]
diff --git a/ErrorAnalysis/sparsity_as_penalty.png b/ErrorAnalysis/sparsity_as_penalty.png
index 6b9ce0ee53e2da5b554b6be8f121547213339868..77e20d98278cf9b96b0550292001f0eadaeb9d48 100644
Binary files a/ErrorAnalysis/sparsity_as_penalty.png and b/ErrorAnalysis/sparsity_as_penalty.png differ
diff --git a/ErrorAnalysis/sparsity_by_penalty_seasonal.png b/ErrorAnalysis/sparsity_by_penalty_seasonal.png
deleted file mode 100644
index 77e20d98278cf9b96b0550292001f0eadaeb9d48..0000000000000000000000000000000000000000
Binary files a/ErrorAnalysis/sparsity_by_penalty_seasonal.png and /dev/null differ