diff --git a/.gitattributes b/.gitattributes
index bed0738c7eeb449bca98b5d2f33c89a1ee56349a..0f316765a2d591bf634acafe55b2a281a104ae6b 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -58,3 +58,71 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/land_cover/land_cover.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/land_cover/visualization/land_cover.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/000000.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/000001.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/000002.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/000003.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/000004.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/000005.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/000006.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/000007.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/000008.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/000009.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/000010.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/000011.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/000012.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/000013.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/visualization/rainfall_step_0000.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/visualization/rainfall_step_0001.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/visualization/rainfall_step_0002.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/visualization/rainfall_step_0003.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/visualization/rainfall_step_0004.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/visualization/rainfall_step_0005.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/visualization/rainfall_step_0006.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/visualization/rainfall_step_0007.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/visualization/rainfall_step_0008.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/visualization/rainfall_step_0009.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/visualization/rainfall_step_0010.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/visualization/rainfall_step_0011.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/visualization/rainfall_step_0012.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/rainfall/visualization/rainfall_step_0013.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/topo_bathy/topo_bathy.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/topo_bathy/visualization/topo_bathy.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/water_depth/visualization/water_depth.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024_check_1/water_depth/water_depth.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/land_cover/land_cover.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/land_cover/visualization/land_cover.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/000000.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/000001.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/000002.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/000003.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/000004.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/000005.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/000006.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/000007.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/000008.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/000009.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/000010.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/000011.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/000012.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/000013.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/visualization/rainfall_step_0000.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/visualization/rainfall_step_0001.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/visualization/rainfall_step_0002.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/visualization/rainfall_step_0003.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/visualization/rainfall_step_0004.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/visualization/rainfall_step_0005.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/visualization/rainfall_step_0006.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/visualization/rainfall_step_0007.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/visualization/rainfall_step_0008.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/visualization/rainfall_step_0009.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/visualization/rainfall_step_0010.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/visualization/rainfall_step_0011.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/visualization/rainfall_step_0012.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/rainfall/visualization/rainfall_step_0013.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/topo_bathy/topo_bathy.img filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/topo_bathy/visualization/topo_bathy.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/water_depth/visualization/water_depth.tif filter=lfs diff=lfs merge=lfs -text
+data_29_10_2024/water_depth/water_depth.img filter=lfs diff=lfs merge=lfs -text
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 0000000000000000000000000000000000000000..3e93a9272731f94b07f10ab32c12ffef3eac64f2
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,395 @@
+Attribution 4.0 International
+
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diff --git a/data_29_10_2024/LICENSE b/data_29_10_2024/LICENSE
new file mode 100644
index 0000000000000000000000000000000000000000..3e93a9272731f94b07f10ab32c12ffef3eac64f2
--- /dev/null
+++ b/data_29_10_2024/LICENSE
@@ -0,0 +1,395 @@
+Attribution 4.0 International
+
+=======================================================================
+
+Creative Commons Corporation ("Creative Commons") is not a law firm and
+does not provide legal services or legal advice. Distribution of
+Creative Commons public licenses does not create a lawyer-client or
+other relationship. Creative Commons makes its licenses and related
+information available on an "as-is" basis. Creative Commons gives no
+warranties regarding its licenses, any material licensed under their
+terms and conditions, or any related information. Creative Commons
+disclaims all liability for damages resulting from their use to the
+fullest extent possible.
+
+Using Creative Commons Public Licenses
+
+Creative Commons public licenses provide a standard set of terms and
+conditions that creators and other rights holders may use to share
+original works of authorship and other material subject to copyright
+and certain other rights specified in the public license below. The
+following considerations are for informational purposes only, are not
+exhaustive, and do not form part of our licenses.
+
+     Considerations for licensors: Our public licenses are
+     intended for use by those authorized to give the public
+     permission to use material in ways otherwise restricted by
+     copyright and certain other rights. Our licenses are
+     irrevocable. Licensors should read and understand the terms
+     and conditions of the license they choose before applying it.
+     Licensors should also secure all rights necessary before
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diff --git a/data_29_10_2024/README.md b/data_29_10_2024/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..b29e12c823f15191a1b501eb224569987b67c8d0
--- /dev/null
+++ b/data_29_10_2024/README.md
@@ -0,0 +1,45 @@
+---
+license: cc-by-4.0
+tags:
+- simulation
+- geospatial
+---
+
+# Simulation Dataset
+
+This dataset was dynamically generated via an automated Python pipeline for use in a C++ flood simulation environment.
+
+## Source Data and Third-Party Licenses
+
+This dataset is a derived work generated by processing and aggregating the following open data sources:
+
+**1. Digital Elevation Model (5m)**
+* **Source:** Instituto Geográfico Nacional (IGN) / Sistema Cartográfico Nacional (España)
+* **License:** CC BY 4.0 (Creative Commons Attribution 4.0 International)
+* **Attribution:** Obra derivada de MDT05-cob1 2008-2015 CC-BY 4.0 scne.es
+* **Processing:** The original elevation data was automatically fetched via WCS and processed by a Python pipeline.
+
+**2. High-Resolution Land Cover System of Spain (SIOSE AR)**
+* **Source:** Instituto Geográfico Nacional (IGN) / Sistema Cartográfico Nacional (España)
+* **License:** CC BY 4.0 (Creative Commons Attribution 4.0 International)
+* **Attribution:** Obra derivada de sioseAR 2020 CC-BY 4.0 scne.es
+* **Processing:** The original elevation data was automatically fetched via WCS and processed by a Python pipeline.
+
+**3. Rainfall Data (SAIH)**
+* **Source:** Confederación Hidrográfica del Júcar (CHJ) / Ministerio para la Transición Ecológica
+* **License:** CC BY 4.0 / Condiciones de Reutilización (Ley 37/2007)
+* **Attribution:** Source of the data: Sistema Automático de Información Hidrológica (SAIH) - Confederación Hidrográfica del Júcar.
+* **Processing:** The raw rain gauge data was extracted, filtered by time window, and spatially interpolated using Kriging to generate a dynamic spatiotemporal precipitation raster. The statistical meaning of the original meteorological data has not been distorted.
+
+**4. EMODnet Digital Bathymetry (DTM)**
+* **Source:** EMODnet Bathymetry Consortium / European Union
+* **License:** CC BY 4.0 (Creative Commons Attribution 4.0 International)
+* **Attribution:** © European Union, 1995-2026. EMODnet Bathymetry Consortium.
+* **Processing:** The original bathymetric data was cropped to the simulation bounding box, reprojected, and mathematically merged with the IGN topography to create a continuous Topo-Bathy surface.
+
+**5. Initial Standing Water Depth**
+* **Source:** Internal Pipeline Generation
+* **License:** CC BY 4.0 (Inherited from base Topography and Bathymetry layers)
+* **Attribution:** Derivative work based on IGN and EMODnet data.
+* **Processing:** Mathematically calculated by subtracting the merged topography-bathymetry model from the base surface topography.
+
diff --git a/data_29_10_2024/color_palette.json b/data_29_10_2024/color_palette.json
new file mode 100644
index 0000000000000000000000000000000000000000..5db452bc8a7e6cf9de965f250f2118836176ceb8
--- /dev/null
+++ b/data_29_10_2024/color_palette.json
@@ -0,0 +1,42 @@
+{
+  "layers": {
+    "flood_risk": [
+      {
+        "label": "Dry",
+        "value": 0,
+        "rgba": [ 245, 222, 179, 255 ],
+        "hex": "#F5DEB3"
+      },
+      {
+        "label": "Very Shallow",
+        "value": 1,
+        "rgba": [ 224, 243, 248, 255 ],
+        "hex": "#E0F3F8"
+      },
+      {
+        "label": "Low Depth",
+        "value": 2,
+        "rgba": [ 135, 206, 235, 255 ],
+        "hex": "#87CEEB"
+      },
+      {
+        "label": "Medium Depth",
+        "value": 3,
+        "rgba": [ 30, 144, 255, 255 ],
+        "hex": "#1E90FF"
+      },
+      {
+        "label": "High Depth",
+        "value": 4,
+        "rgba": [ 0, 0, 205, 255 ],
+        "hex": "#0000CD"
+      },
+      {
+        "label": "Extreme Depth",
+        "value": 5,
+        "rgba": [ 75, 0, 130, 255 ],
+        "hex": "#4B0082"
+      }
+    ]
+  }
+}
\ No newline at end of file
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diff --git a/data_29_10_2024_check_1/README.md b/data_29_10_2024_check_1/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..b29e12c823f15191a1b501eb224569987b67c8d0
--- /dev/null
+++ b/data_29_10_2024_check_1/README.md
@@ -0,0 +1,45 @@
+---
+license: cc-by-4.0
+tags:
+- simulation
+- geospatial
+---
+
+# Simulation Dataset
+
+This dataset was dynamically generated via an automated Python pipeline for use in a C++ flood simulation environment.
+
+## Source Data and Third-Party Licenses
+
+This dataset is a derived work generated by processing and aggregating the following open data sources:
+
+**1. Digital Elevation Model (5m)**
+* **Source:** Instituto Geográfico Nacional (IGN) / Sistema Cartográfico Nacional (España)
+* **License:** CC BY 4.0 (Creative Commons Attribution 4.0 International)
+* **Attribution:** Obra derivada de MDT05-cob1 2008-2015 CC-BY 4.0 scne.es
+* **Processing:** The original elevation data was automatically fetched via WCS and processed by a Python pipeline.
+
+**2. High-Resolution Land Cover System of Spain (SIOSE AR)**
+* **Source:** Instituto Geográfico Nacional (IGN) / Sistema Cartográfico Nacional (España)
+* **License:** CC BY 4.0 (Creative Commons Attribution 4.0 International)
+* **Attribution:** Obra derivada de sioseAR 2020 CC-BY 4.0 scne.es
+* **Processing:** The original elevation data was automatically fetched via WCS and processed by a Python pipeline.
+
+**3. Rainfall Data (SAIH)**
+* **Source:** Confederación Hidrográfica del Júcar (CHJ) / Ministerio para la Transición Ecológica
+* **License:** CC BY 4.0 / Condiciones de Reutilización (Ley 37/2007)
+* **Attribution:** Source of the data: Sistema Automático de Información Hidrológica (SAIH) - Confederación Hidrográfica del Júcar.
+* **Processing:** The raw rain gauge data was extracted, filtered by time window, and spatially interpolated using Kriging to generate a dynamic spatiotemporal precipitation raster. The statistical meaning of the original meteorological data has not been distorted.
+
+**4. EMODnet Digital Bathymetry (DTM)**
+* **Source:** EMODnet Bathymetry Consortium / European Union
+* **License:** CC BY 4.0 (Creative Commons Attribution 4.0 International)
+* **Attribution:** © European Union, 1995-2026. EMODnet Bathymetry Consortium.
+* **Processing:** The original bathymetric data was cropped to the simulation bounding box, reprojected, and mathematically merged with the IGN topography to create a continuous Topo-Bathy surface.
+
+**5. Initial Standing Water Depth**
+* **Source:** Internal Pipeline Generation
+* **License:** CC BY 4.0 (Inherited from base Topography and Bathymetry layers)
+* **Attribution:** Derivative work based on IGN and EMODnet data.
+* **Processing:** Mathematically calculated by subtracting the merged topography-bathymetry model from the base surface topography.
+
diff --git a/data_29_10_2024_check_1/color_palette.json b/data_29_10_2024_check_1/color_palette.json
new file mode 100644
index 0000000000000000000000000000000000000000..5db452bc8a7e6cf9de965f250f2118836176ceb8
--- /dev/null
+++ b/data_29_10_2024_check_1/color_palette.json
@@ -0,0 +1,42 @@
+{
+  "layers": {
+    "flood_risk": [
+      {
+        "label": "Dry",
+        "value": 0,
+        "rgba": [ 245, 222, 179, 255 ],
+        "hex": "#F5DEB3"
+      },
+      {
+        "label": "Very Shallow",
+        "value": 1,
+        "rgba": [ 224, 243, 248, 255 ],
+        "hex": "#E0F3F8"
+      },
+      {
+        "label": "Low Depth",
+        "value": 2,
+        "rgba": [ 135, 206, 235, 255 ],
+        "hex": "#87CEEB"
+      },
+      {
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