diff --git a/README.md b/README.md
index 36010c6..6b12bc3 100644
--- a/README.md
+++ b/README.md
@@ -7,26 +7,28 @@ and use the [Landlab](https://landlab.readthedocs.io/en/master/) components
 to delineate the watershed and simulate the overland flow for a study area in the Boulder County.
 
 This Jupyter Notebook is part of the work for a research paper
-["CSDMS Data Components: data-model integration tools for Earth surface processes modeling"](https://doi.org/10.5194/gmd-2023-127).
+["CSDMS Data Components: data-model integration tools for Earth surface processes modeling"](https://gmd.copernicus.org/articles/17/2165/2024/gmd-17-2165-2024.html).
 
 ### Notebook Citation
-Gan, T., Tucker, G. E., Overeem, I. (2023). Data Component Use Case for Overland Flow Simulation, HydroShare, 
-https://doi.org/10.4211/hs.bcbcfe823cc4432f8ce96c3048d4591f
+Gan, T., Tucker, G. E., Overeem, I. (2024). Data Component Use Case for Overland Flow Simulation, HydroShare, 
+https://doi.org/10.4211/hs.f94596fe50e74d93bd372125c5fab424
 
 
 ### Run the Notebook
 You can choose the following methods to run this Jupyter Notebook: 
 
-#### Method 1: HydroShare
-Please go to the [HydroShare Resource](https://www.hydroshare.org/resource/bcbcfe823cc4432f8ce96c3048d4591f/) 
-and follow the instruction in the **"Abstract"** section to run this notebook.
+[//]: # (#### Method 1: HydroShare)
 
-#### Method 2: CSDMS
+[//]: # (Please go to the [HydroShare Resource](https://www.hydroshare.org/resource/bcbcfe823cc4432f8ce96c3048d4591f/) )
+
+[//]: # (and follow the instruction in the **"Abstract"** section to run this notebook.)
+
+#### Method 1: CSDMS
 Please go to the [CSDMS EKT Lab](https://csdms.colorado.edu/wiki/Lab-0030) 
 and follow the instruction in the **"Lab notes"** section to run this notebook.
 
 
-#### Method 3: Local PC
+#### Method 2: Local PC
 Please first download all the files from this repository and have 
 [conda](https://conda.io/projects/conda/en/latest/user-guide/install/index.html) installed on the local PC.
 Then, use the following commands to create a virtual environment and launch the Jupyter Notebook. 
diff --git a/overland_flow.ipynb b/overland_flow.ipynb
index e46c60a..94e393b 100644
--- a/overland_flow.ipynb
+++ b/overland_flow.ipynb
@@ -40,7 +40,7 @@
     "  <br>\n",
     "\n",
     "\n",
-    "**Suggested Citation:** Gan, T., Tucker, G. E., Overeem, I. (2023). Data Component Use Case for Overland Flow Simulation, HydroShare, https://www.hydroshare.org/resource/bcbcfe823cc4432f8ce96c3048d4591f/\n",
+    "**Suggested Citation:** Gan, T., Tucker, G. E., Overeem, I. (2024). Data Component Use Case for Overland Flow Simulation, HydroShare, https://www.hydroshare.org/resource/f94596fe50e74d93bd372125c5fab424/\n",
     "\n",
     "**Run this notebook:** Please follow the instructions [here](https://github.com/gantian127/overlandflow_usecase#data-component-use-case-for-overland-flow-simulation) to run this notebook on the local PC or the online platform.\n"
    ]
@@ -755,7 +755,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.16"
+   "version": "3.10.9"
   }
  },
  "nbformat": 4,