diff --git a/CITATION.cff b/CITATION.cff
index ccc7797..412c561 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -16,5 +16,5 @@ keywords:
   - Nighttime Lights
   - Synthetic Aperture Radar
 repository-code: https://github.com/datapartnership/blackmarblepy/tree/v2024.1.2
-type: software
+type: report
 version: v2024.1.2
diff --git a/README.md b/README.md
index 28c2f14..95c0d29 100644
--- a/README.md
+++ b/README.md
@@ -1,10 +1,12 @@
 # Gaza-Israel Conflict Impact Analysis
 
+[![DOI](https://zenodo.org/badge/707308540.svg)](https://zenodo.org/doi/10.5281/zenodo.10684882)
+
 > Using Alternative Data to Understand Economic Impacts of the Gaza-Israel 2023 Conflict
 
-The 2023 Gaza-Israel Conflict had profound economic implications that extend beyond conventional measures. This project aims to explore alternative data sources, such as synthetic-aperture radar and nighttime lights, to better comprehend the multifaceted economic impacts on the Gaza Strip. Leveraging alternative data sources can provide a more nuanced understanding of the economic landscape during and after such events, when traditional economic indicators may not fully capture the complex dynamics and localized effects of conflicts.
+The Gaza-Israel 2023 Conflict has had profound economic implications that extend beyond conventional measures. This project aims to explore alternative data sources, such as synthetic-aperture radar and nighttime lights, to better comprehend the multifaceted economic impacts on the Gaza Strip. Leveraging alternative data sources can provide a more nuanced understanding of the economic landscape during and after such events, when traditional economic indicators may not fully capture the complex dynamics and localized effects of conflicts.
 
-The following reports features insights from our project's data and analyses.
+The following reports featured insights from our project's data and analyses.
 
 - [World Bank Support for Emergency Relief to Gaza](https://www.worldbank.org/en/news/press-release/2023/12/12/world-bank-support-for-emergency-relief-to-gaza)