diff --git a/notebooks/IMPLEMENTATIONS/ZON_MNACE_Compile_NTL/README.md b/notebooks/IMPLEMENTATIONS/ZON_MNACE_Compile_NTL/README.md
index 5cf5fd0..493c946 100644
--- a/notebooks/IMPLEMENTATIONS/ZON_MNACE_Compile_NTL/README.md
+++ b/notebooks/IMPLEMENTATIONS/ZON_MNACE_Compile_NTL/README.md
@@ -1,3 +1,3 @@
-# National-level Nighttiume Lights summaries
+# National-level Nighttime Lights summaries
 ![image](VIIRS_National_summary.png)
-These scripts and notebooks detail how ADM0 summaries were created from zonal statistics run against admin 2 extents.
+These scripts and notebooks detail how ADM0 summaries were created from zonal statistics from admin 2 extents.