added Citations
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# Geodata and Tooling Citation
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## 1) LVermGeo RLP / GeoShop RLP (terrain, ortho, buildings)
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Source: GeoShop RLP - Digitale Gelaendemodelle (DGM)
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Source URL: https://geoshop.rlp.de/digitale_gelaendemodelle/digitale_gelaendemodelle_dgm.html
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GeoShop entry point: https://geoshop.rlp.de/
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Open data portal: https://www.lvermgeo.rlp.de/geodaten-geoshop/open-data
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License: Data Licence Germany - Attribution - Version 2.0 (dl-de/by-2-0)
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License URL: https://www.govdata.de/dl-de/by-2-0
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Accessed: 2026-01-19
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Products used:
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- DGM1 (Digitales Gelaendemodell, GeoTIFF)
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- DOM1 (Digitales Oberflaechenmodell, GeoTIFF)
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- DOP20 (Digitale Orthophotos, JP2)
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- 3D-Gebaeudemodelle LOD2 (CityGML)
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- BDOM20RGBI (Gebaeude-/Objektpunktwolke, LAZ)
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- LPOLPG (LAS-Punktwolke, kombiniert; abgeleitete Teilmengen: LPG/LPO)
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GeoBasis download patterns used in the pipeline:
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- DGM1: `https://geobasis-rlp.de/data/dgm1/current/tif/dgm01_32_{x}_{y}_1_rp.tif`
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- DOM1: `https://geobasis-rlp.de/data/dom1/current/tif/dom1_32_{x}_{y}_1_rp_2020.tif`
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- DOP20: `https://geobasis-rlp.de/data/dop20rgb/current/jp2/dop20rgb_32_{x}_{y}_2_rp_2023.jp2`
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- LoD2 CityGML: `https://geobasis-rlp.de/data/geb3dlo/current/gml/LoD2_32_{x}_{y}_2_RP.gml`
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- BDOM20RGBI: `https://geobasis-rlp.de/data/bdom20rgbi/current/las/bdom20rgbi_32_{x}_{y}_2_rp.laz`
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- LPOLPG: `https://geobasis-rlp.de/data/las/current/las/lpolpg_32_{x}_{y}_1_rp.laz`
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Required attribution (verbatim):
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(c) GeoBasis-DE / LVermGeoRP 2026, dl-de/by-2-0, www.lvermgeo.rlp.de
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If modified, append:
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[Data modified] (or in German: [Daten bearbeitet])
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## 2) HydroRIVERS (river network for erosion workflow)
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Dataset: HydroRIVERS v1.0 (Europe tile used in pipeline)
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Download URL used by pipeline: https://data.hydrosheds.org/file/HydroRIVERS/HydroRIVERS_v10_eu_shp.zip
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Project page: https://www.hydrosheds.org
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License: Covered by the HydroSHEDS License Agreement (see https://www.hydrosheds.org)
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Accessed: 2026-01-23
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Recommended citation (from HydroRIVERS Technical Documentation v1.0):
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Lehner, B., Grill G. (2013): Global river hydrography and network routing: baseline data and new approaches to study the world's large river systems. Hydrological Processes, 27(15): 2171-2186. Data is available at www.hydrosheds.org.
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## 3) HydroLAKES (lake depth support for erosion workflow)
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Dataset: HydroLAKES v1.0 polygon database
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Download URL used by pipeline: https://data.hydrosheds.org/file/hydrolakes/HydroLAKES_polys_v10_shp.zip
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Project page: https://www.hydrosheds.org
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License: Creative Commons Attribution 4.0 International (CC BY 4.0)
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License URL: https://creativecommons.org/licenses/by/4.0/
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Accessed: 2026-01-23
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Recommended citation (from HydroLAKES Technical Documentation v1.0):
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Messager, M.L., Lehner, B., Grill, G., Nedeva, I., Schmitt, O. (2016): Estimating the volume and age of water stored in global lakes using a geo-statistical approach. Nature Communications: 13603. doi: 10.1038/ncomms13603. Data is available at www.hydrosheds.org.
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## 4) GeoData pipeline tools used
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Core geospatial and conversion tooling used by `GeoData/geodata_to_unity.py` and `GeoData/geodata_pipeline/`:
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- Python (project runtime; configured for 3.11-3.12)
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- `uv` (environment and dependency management)
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- GDAL / OGR / OSR (`osgeo`) including `gdalbuildvrt`
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- PDAL
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- citygml-tools 2.4.0
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- cjio (`cjio[export,reproject]`)
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- laspy (`laspy[lazrs]`)
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- NumPy
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- SciPy
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- scikit-learn
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- Shapely
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- trimesh
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- requests
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- tomli-w
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Reference implementation locations:
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- Dependencies: `GeoData/pyproject.toml`
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- Main CLI: `GeoData/geodata_to_unity.py`
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- Pipeline modules: `GeoData/geodata_pipeline/`
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## 5) Numerical methods and related implementations (BibTeX)
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```bibtex
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@article{saetra2012,
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title={Shallow Water Simulations on Multiple GPUs},
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author={S{\ae}tra, ML and Brodtkorb, AR},
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year={2012}
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}
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@book{toro2009,
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title={Riemann Solvers and Numerical Methods for Fluid Dynamics},
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author={Toro, EF},
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edition={3},
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year={2009}
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}
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@article{kader2022,
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title={A New Variant of Rusanov Scheme},
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author={Kader, ...},
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journal={IJAM},
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year={2022}
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}
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@article{audusse2004,
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title={A Fast and Stable Well-Balanced Scheme...},
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author={Audusse, E and Bouchut, F and ...},
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year={2004}
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}
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@github{bshishov2019,
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title={UnityTerrainErosionGPU},
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author={Bshishov, A},
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url={https://github.com/bshishov/UnityTerrainErosionGPU}
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}
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```
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