diff --git a/README.md b/README.md
index b005555..37b3a0d 100644
--- a/README.md
+++ b/README.md
@@ -5,6 +5,8 @@ In ACCORD, satellites use on-board sensors to observe one another and collaborat
 
 This decentralised approach enhances data integrity, trust, and resilience across heterogeneous constellations. As more satellites join the network, ACCORD scales naturally, enabling secure and autonomous satellite operations—even in zero-trust environments.
 
+![Satellite Constellation Animation](images/orbits.gif)
+
 This code is licensed under a GNU General Public License v3.0.
 
 # Current Status
@@ -19,7 +21,7 @@ The project is currently at TRL 0. The PoISE consensus mechanism is in the early
 
 ## Citation
 If you use this work, please cite it as:
-> B. Probert, bprobert97/accord: v2.2. (Feb. 25, 2026). Python. University of Strathclyde, Glasgow. [DOI: 10.5281/zenodo.18776049](https://doi.org/10.5281/zenodo.18776049)
+> B. Probert, bprobert97/accord: v3.0. (Mar. 24, 2026). Python. University of Strathclyde, Glasgow. [DOI: 10.5281/zenodo.19206200](https://doi.org/10.5281/zenodo.19206200)
 
 
 # Repository Layout
@@ -27,12 +29,12 @@ If you use this work, please cite it as:
 <pre>
 📁 accord/
 │
-├── 📁 .github/workflows/              # GitHub Workflow files
-│   └── main.yml                       # CI configuration for github: Pylint, Mypy and Pytest
+├── 📁 .github/workflows/           # GitHub Workflow files
+│   └── main.yml                     # CI configuration for github: Pylint, Mypy and Pytest
 │
 ├── 📁 design/                      # Design documents, Jupyter notebooks and PlantUML diagrams
 │
-├── 📁 images/                         # Image assets
+├── 📁 images/                      # Image assets
 │
 ├── 📁 src/                        # Main source code
 │   └── __init__.py                # Empty file, for module creation
@@ -46,6 +48,7 @@ If you use this work, please cite it as:
 │   └── satellite_node.py          # Code representing a satellite in the network
 │   └── simulation.py              # Helper functions for generating and converting satellite orbital elements.
 │   └── transaction.py             # Code representing a transaction submitted by a satellite
+│   └── visualise_orbits.py        # Code for generating a gif of truth orbits
 │
 ├── 📁 tests/                     # Unit tests, written with pytest
 |
diff --git a/images/orbits.gif b/images/orbits.gif
new file mode 100644
index 0000000..826820c
Binary files /dev/null and b/images/orbits.gif differ
diff --git a/requirements.txt b/requirements.txt
index 54aeec8..a305d5d 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -31,6 +31,7 @@ defusedxml==0.7.1
 dill==0.4.0
 executing==2.2.0
 fastjsonschema==2.21.1
+ffmpeg==1.4
 filterpy==1.4.5
 fonttools==4.58.5
 fqdn==1.5.1
diff --git a/requirements_windows.txt b/requirements_windows.txt
index 4472f06..c4dbb38 100644
Binary files a/requirements_windows.txt and b/requirements_windows.txt differ
diff --git a/sim_data/sim_results.npz b/sim_data/sim_results.npz
index 881bbd6..0c45d38 100644
--- a/sim_data/sim_results.npz
+++ b/sim_data/sim_results.npz
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:963900eb229e91e9300bd486ac2d6dc4b1d240f5b692082c63a095435dad314a
-size 10409909
+oid sha256:9646628ebeaf1e10b8b0c19281e7bd053be99181959a1777c506c4de10bcb3b7
+size 21253280
diff --git a/src/visualise_orbits.py b/src/visualise_orbits.py
new file mode 100644
index 0000000..9e758e0
--- /dev/null
+++ b/src/visualise_orbits.py
@@ -0,0 +1,170 @@
+# pylint: disable=too-many-locals, too-many-statements, no-member
+"""
+The Autonomous Cooperative Consensus Orbit Determination (ACCORD) framework.
+Author: Beth Probert
+Email: beth.probert@strath.ac.uk
+
+Copyright (C) 2025 Applied Space Technology Laboratory
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation, either version 3 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License
+along with this program.  If not, see <http://www.gnu.org/licenses/>.
+
+"""
+
+import os
+import numpy as np
+import matplotlib.pyplot as plt
+from matplotlib.animation import FuncAnimation, PillowWriter
+
+
+def visualise_orbits(data_path='sim_data/sim_results.npz',
+                     output_gif='images/orbits.gif', frames=200, interval=50) -> None:
+    """
+    Creates an animated GIF of satellite orbits around Earth.
+
+    Args:
+        data_path: Path to the .npz file containing 'truth' data.
+        output_gif: Path to save the resulting GIF.
+        frames: Number of frames to animate (subsamples the data if less than total steps).
+        interval: Delay between frames in milliseconds. Default 50ms for smoother motion.
+
+    Returns:
+        None. Saves the animation as a GIF at the specified location.
+    """
+    if not os.path.exists(data_path):
+        print(f"Error: Data file {data_path} not found.")
+        return
+
+    # Load data
+    print(f"Loading data from {data_path}...")
+    data = np.load(data_path, allow_pickle=True)
+    truth = data['truth'] # Shape: (steps, 6*N)
+
+    steps, state_size = truth.shape
+    n_sats = state_size // 6
+    print(f"Loaded {n_sats} satellites over {steps} time steps.")
+
+    # Subsample frame indices
+    frames = min(frames, steps)
+
+    indices = np.linspace(0, steps - 1, frames, dtype=int)
+
+    # Setup 3D Plot
+    fig = plt.figure(figsize=(12, 10))
+    ax = fig.add_subplot(111, projection='3d')
+
+    # Earth model
+    r_e = 6378e3  # Earth radius in meters
+    u = np.linspace(0, 2 * np.pi, 50)
+    v = np.linspace(0, np.pi, 50)
+    x_earth = r_e * np.outer(np.cos(u), np.sin(v))
+    y_earth = r_e * np.outer(np.sin(u), np.sin(v))
+    z_earth = r_e * np.outer(np.ones(np.size(u)), np.cos(v))
+    ax.plot_surface(x_earth, y_earth, z_earth, color='blue', # type: ignore [attr-defined]
+                    alpha=0.1, rstride=2, cstride=2) # type: ignore [attr-defined]
+
+    # Initialise satellite markers
+    dots = []
+    trails = []
+    trail_len = 30 # Number of animation steps to show as a tail
+
+    # Randomly select up to 50 satellites to visualise if N is too large for clear animation
+    viz_n = min(n_sats, 50)
+    viz_indices = np.random.choice(range(n_sats), viz_n, replace=False)
+
+    colors = plt.cm.viridis(np.linspace(0, 1, viz_n)) # type: ignore [attr-defined]
+
+    for i in range(viz_n):
+        dot, = ax.plot([], [], [], 'o', color=colors[i], markersize=4)
+        dots.append(dot)
+        trail, = ax.plot([], [], [], '-', color=colors[i], alpha=0.4, linewidth=1.5)
+        trails.append(trail)
+
+    # Add text overlays
+    _ = ax.text2D(0.05, 0.95, f"Satellites shown: {viz_n} / {n_sats}", # type: ignore [attr-defined]
+                           transform=ax.transAxes, fontsize=12, fontweight='bold')
+    step_text = ax.text2D(0.05, 0.90, "", transform=ax.transAxes, # type: ignore [attr-defined]
+                          fontsize=12) # type: ignore [attr-defined]
+
+    # Set plot limits
+    # Calculate limits from first step positions to ensure Earth and orbits are visible
+    max_dist = np.max(np.linalg.norm(truth[0, :3], axis=0))
+    limit = max_dist * 1.2 if max_dist > 0 else r_e * 2
+
+    ax.set_xlim(-limit, limit)
+    ax.set_ylim(-limit, limit)
+    ax.set_zlim(-limit, limit) # type: ignore [attr-defined]
+    ax.set_xlabel('X (m)')
+    ax.set_ylabel('Y (m)')
+    ax.set_zlabel('Z (m)') # type: ignore [attr-defined]
+    ax.set_title('Satellite Constellation Animation', fontsize=16)
+
+    def init():
+        for dot, trail in zip(dots, trails):
+            dot.set_data([], [])
+            dot.set_3d_properties([])
+            trail.set_data([], [])
+            trail.set_3d_properties([])
+        step_text.set_text("")
+        return dots + trails + [step_text]
+
+    def update(frame):
+        # Update each satellite
+        actual_step = indices[frame]
+
+        # Calculate start index for trail in terms of ACTUAL steps to ensure smoothness
+        start_frame_idx = max(0, frame - trail_len)
+        start_step = indices[start_frame_idx]
+
+        for i, sat_idx in enumerate(viz_indices):
+            # Current position
+            pos = truth[actual_step, sat_idx*6 : sat_idx*6+3]
+            dots[i].set_data([pos[0]], [pos[1]])
+            dots[i].set_3d_properties([pos[2]])
+
+            # Trail using full resolution data between start_step and actual_step
+            trail_pos = truth[start_step : actual_step + 1, sat_idx*6 : sat_idx*6+3]
+            if len(trail_pos) > 0:
+                trails[i].set_data(trail_pos[:, 0], trail_pos[:, 1])
+                trails[i].set_3d_properties(trail_pos[:, 2])
+
+        # Update step counter
+        step_text.set_text(f"Timestep: {actual_step}")
+
+        return dots + trails + [step_text]
+
+    print("Creating animation...")
+    ani = FuncAnimation(fig, update, frames=frames, init_func=init, blit=True, interval=interval)
+
+    print(f"Saving to {output_gif}...")
+    writer = PillowWriter(fps=1000 // interval)
+    ani.save(output_gif, writer=writer)
+    print("Done!")
+
+if __name__ == "__main__":
+    # Check for existing data files
+    potential_files = [
+        'sim_data/sim_results.npz',
+        'sim_data/ekf_simulation_results.npz'
+    ]
+
+    CHOSEN_FILE = None
+    for f in potential_files:
+        if os.path.exists(f):
+            CHOSEN_FILE = f
+            break
+
+    if CHOSEN_FILE:
+        visualise_orbits(data_path=CHOSEN_FILE)
+    else:
+        print("Could not find any .npz simulation data in sim_data/.")
diff --git a/streamlit_app.py b/streamlit_app.py
index f051fa9..ca5bbd7 100644
--- a/streamlit_app.py
+++ b/streamlit_app.py
@@ -566,7 +566,7 @@ def display_config_item(item_label: str, item_value: Any) -> None:
     st.markdown("""
     If you use this work in your research, please cite it as:
 
-    > B. Probert, bprobert97/accord: v2.2. (Feb. 25, 2026). Python. University of Strathclyde, Glasgow. [DOI: 10.5281/zenodo.18776049](https://doi.org/10.5281/zenodo.18776049)
+    > B. Probert, bprobert97/accord: v3.0. (Mar. 24, 2026). Python. University of Strathclyde, Glasgow. [DOI: 10.5281/zenodo.19206200](https://doi.org/10.5281/zenodo.19206200)
     """)
 
     st.divider()