--- title: National Forum on Spatial Data Science 2023 description: Explore Spatial Data Science with BrightEarth. Our GIS mapping and digital twin tech transform urban planning and decision-making. image: https://www.luxcarta.com/hubfs/Imported_Blog_Media/Spatial-Data-Science.png --- [![image (3)](https://www.luxcarta.com/hubfs/image%20(3).png)](https://www.luxcarta.com) - [Markets](https://www.luxcarta.com/markets) - [Telecom](https://www.luxcarta.com/markets/telecom/) - [Simulation & Training](https://www.luxcarta.com/markets/simulation-and-training/) - [Risk Modeling](https://www.luxcarta.com/insurance-government-flood-risk-hdtm-data-luxcarta) - [GeoData](https://www.luxcarta.com/products/) - [RF Planning for Telecom](https://www.luxcarta.com/products/planner/) - [DxM](https://www.luxcarta.com/digital-elevation-models) - [PopMaps](https://www.luxcarta.com/products/pop-maps) - Software - [SimpliCity](https://www.luxcarta.com/simplicity) - [SuperRes](https://www.luxcarta.com/luxcarta-superres) - [BrightEarth](https://www.luxcarta.com/products/brightearth/) - [Click2Poly](https://www.luxcarta.com/click2poly) - [Use Cases](https://www.luxcarta.com/use-cases) - [Ending the digital divide](https://www.luxcarta.com/use-cases/ending-the-digital-divide/) - [FTTH](https://www.luxcarta.com/use-cases/ftth/) - [HDTM](https://www.luxcarta.com/hdtm-for-flood-modeling) - [Projects](https://www.luxcarta.com/projects) - [Coverage & Geospatial Data](https://www.luxcarta.com/projects/tag/coverage-geospatial-data) - [Gallery](https://www.luxcarta.com/gallery) - [Company](https://www.luxcarta.com/company/) - [About us](https://www.luxcarta.com/company/about-us/) - [Trusted By](https://www.luxcarta.com/trusted-by-global-telecom-defense-simulation-leaders-luxcarta) - [Blog & News](https://www.luxcarta.com/blog) - [CSR Approach](https://www.luxcarta.com/company/csr-approach) - [Knowledge Base](https://www.luxcarta.com/knowledge-base) [Contact](https://www.luxcarta.com/contact) [![image (3)](https://www.luxcarta.com/hubfs/image%20(3).png)](https://www.luxcarta.com) - [Markets](https://www.luxcarta.com/markets) - [Telecom](https://www.luxcarta.com/markets/telecom/) - [Simulation & Training](https://www.luxcarta.com/markets/simulation-and-training/) - [Risk Modeling](https://www.luxcarta.com/insurance-government-flood-risk-hdtm-data-luxcarta) - [GeoData](https://www.luxcarta.com/products/) - [RF Planning for Telecom](https://www.luxcarta.com/products/planner/) - [DxM](https://www.luxcarta.com/digital-elevation-models) - [PopMaps](https://www.luxcarta.com/products/pop-maps) - Software - [SimpliCity](https://www.luxcarta.com/simplicity) - [SuperRes](https://www.luxcarta.com/luxcarta-superres) - [BrightEarth](https://www.luxcarta.com/products/brightearth/) - [Click2Poly](https://www.luxcarta.com/click2poly) - [Use Cases](https://www.luxcarta.com/use-cases) - [Ending the digital divide](https://www.luxcarta.com/use-cases/ending-the-digital-divide/) - [FTTH](https://www.luxcarta.com/use-cases/ftth/) - [HDTM](https://www.luxcarta.com/hdtm-for-flood-modeling) - [Projects](https://www.luxcarta.com/projects) - [Coverage & Geospatial Data](https://www.luxcarta.com/projects/tag/coverage-geospatial-data) - [Gallery](https://www.luxcarta.com/gallery) - [Company](https://www.luxcarta.com/company/) - [About us](https://www.luxcarta.com/company/about-us/) - [Trusted By](https://www.luxcarta.com/trusted-by-global-telecom-defense-simulation-leaders-luxcarta) - [Blog & News](https://www.luxcarta.com/blog) - [CSR Approach](https://www.luxcarta.com/company/csr-approach) - [Knowledge Base](https://www.luxcarta.com/knowledge-base) [Contact](https://www.luxcarta.com/contact) - > - [LuxCarta Blog](https://www.luxcarta.com/blog) > - [Events](https://www.luxcarta.com/blog/tag/events) > - LuxCarta’s participation to the National Forum on Spatial Data Science # LuxCarta’s participation to the National Forum on Spatial Data Science Explore Spatial Data Science with BrightEarth. Our GIS mapping and digital twin tech transform urban planning and decision-making. [Events](https://www.luxcarta.com/blog/tag/events) [LuxCarta Team](https://www.luxcarta.com/blog/author/luxcarta-marketing) Jan 11, 2024 This past week, our colleagues [Katia Meguerditchian](https://www.linkedin.com/in/katia-meguerditchian/) and [Alberto Concejal](https://www.linkedin.com/in/seniorgisanalyst/) travelled to Lima (Peru) to participate in the First National Forum on Spatial Data Science as an effective tool for public management on 18-19 July 2023 at the Lima Convention Center, Peru. Our presentation was about a DIGITAL TWIN in the city of CUZCO as well as the BRIGHT EARTH CITY TEXTURING [https://brightearth.ai/](https://brightearth.ai/) ,   a low-maintenance 3D semantic procedural texturing solution, a technological breakthrough of our R&D department. A “digital twin” is a virtual and dynamic representation of a real-world object, system or process (in this case a city, Cuzco). Using technologies such as GIS, artificial intelligence, and simulation, the digital twin makes it possible to monitor, analyze, and predict the behavior of the real element in real time. This digital replica provides detailed and accurate data to optimize performance, detect failures, simulate scenarios, and improve the design and operation of the object or system. It is a valuable tool in various fields, such as the manufacturing industry, predictive maintenance, infrastructure, city management (the case in question), and product development. High-resolution GIS mapping products serve as a source, basis, and potential link to city services like cleaning, lighting, and urban planning. They enable geoprocessing and analysis of complex problems for data-driven decision-making, closely reflecting reality. In addition, we had the opportunity to show live a flood analysis carried out in the city based on these same data, to show the benefits in terms of relevance and accuracy. It was broadcast live here, starting at the second 2:27:45: [https://fb.watch/lTHDVpRJ49/](https://fb.watch/lTHDVpRJ49/)  We would like to thank the organization of the Instituto Metropolitano de Planificación (IMP) and more specifically its head Daniel Romero, for the invitation to participate and learn from a great variety of high-level speakers, such as [Paul Waddel,](https://www.linkedin.com/in/paulwaddell/) from the University of Berkeley (URBANSIM) or [Miluska Rosas](https://www.linkedin.com/in/miluska-rosas-barturen/) from the Pontificia Universidad Católica del Perú (whose topic was “Risks in storage in water reservoirs”). We aim to gradually generate interest in acquiring high-resolution, high-added value data, facilitating analysis, and aiding public sector decision-making.   [![CTA](https://hubspot-no-cache-eu1-prod.s3.amazonaws.com/cta/default/26282109/interactive-88599021001.png)](https://www.luxcarta.com/hs/cta/wi/redirect?encryptedPayload=AVxigLL94pxXLBu32CbAm8kpU3WK5YrFRa63zxYhpx387V4SsEkoxMQgXLVuAuGUdtH3iK%2BdkXuFKGJdaEufdF8cGXuxWOQ7ueI0YMJmfQgJX%2BeRtha%2B6YGt7BKhUW3sT3W9RPWsTmAmkpod9IzvmyY61%2Fp4sRSajaSQBhQqEiZKXe7J%2BKfDfcsfgJSQc61W&webInteractiveContentId=88599021001&portalId=26282109) [Events](https://www.luxcarta.com/blog/tag/events) #### Search #### Recent posts ##### [CAPZA Invests in LuxCarta to Support its Corporate Growth Plan](https://www.luxcarta.com/blog/press-release/capza-invests-in-luxcarta-to-support-its-corporate-growth-plan) ##### [Join LuxCarta at Expo I in Bogota!](https://www.luxcarta.com/blog/events/join-luxcarta-at-expo-i-in-bogota) ##### [LuxCarta Exhibiting at Andicom 2021](https://www.luxcarta.com/blog/events/luxcarta-exhibiting-at-andicom-2021) ##### [Maximizing Solar Energy: DSM-Based Rooftop Analysis](https://www.luxcarta.com/blog/solar-energy-rooftop-dsm-analysis) ##### [LuxCarta Presenting and Exhibiting at MAXAR’s Engage 2022](https://www.luxcarta.com/blog/events/maxar-engage) #### Categories - [Events](https://www.luxcarta.com/blog/tag/events) - [Press Release](https://www.luxcarta.com/blog/tag/press-release) - [BrightEarth](https://www.luxcarta.com/blog/tag/brightearth) - [RF Planning](https://www.luxcarta.com/blog/tag/rf-planning) - [GIS](https://www.luxcarta.com/blog/tag/gis) - [Telecom](https://www.luxcarta.com/blog/tag/telecom) - [Simulation & Training](https://www.luxcarta.com/blog/tag/simulation-training) - [LuxCarta Technologies](https://www.luxcarta.com/blog/tag/luxcarta-technologies) - [News](https://www.luxcarta.com/blog/tag/news) - [S&T](https://www.luxcarta.com/blog/tag/st) - [digital twin](https://www.luxcarta.com/blog/tag/digital-twin) - [AI Geospatial Data](https://www.luxcarta.com/blog/tag/ai-geospatial-data) - [DTM](https://www.luxcarta.com/blog/tag/dtm) - [Defense](https://www.luxcarta.com/blog/tag/defense) - [Flood Modeling](https://www.luxcarta.com/blog/tag/flood-modeling) - [Geodata Smart Cities](https://www.luxcarta.com/blog/tag/geodata-smart-cities) - [HDTM](https://www.luxcarta.com/blog/tag/hdtm) - [Remote Sensing](https://www.luxcarta.com/blog/tag/remote-sensing) - [3D Reconstruction](https://www.luxcarta.com/blog/tag/3d-reconstruction) - [AI geospatial data production](https://www.luxcarta.com/blog/tag/ai-geospatial-data-production) - [Andicom](https://www.luxcarta.com/blog/tag/andicom) - [BrightEarth On-Premises](https://www.luxcarta.com/blog/tag/brightearth-on-premises) - [Coverage & Geospatial Data](https://www.luxcarta.com/blog/tag/coverage-geospatial-data) - [DSET 2022](https://www.luxcarta.com/blog/tag/dset-2022) - [DSM](https://www.luxcarta.com/blog/tag/dsm) - [Elevation Data](https://www.luxcarta.com/blog/tag/elevation-data) - [Expo I](https://www.luxcarta.com/blog/tag/expo-i) - [FWA](https://www.luxcarta.com/blog/tag/fwa) - [Flood Risk](https://www.luxcarta.com/blog/tag/flood-risk) - [GEOINT](https://www.luxcarta.com/blog/tag/geoint) - [LiDAR](https://www.luxcarta.com/blog/tag/lidar) - [MWC2023](https://www.luxcarta.com/blog/tag/mwc2023) - [Military Simulation](https://www.luxcarta.com/blog/tag/military-simulation) - [Partnership](https://www.luxcarta.com/blog/tag/partnership) - [Satellite Imagery](https://www.luxcarta.com/blog/tag/satellite-imagery) - [SimpliCity](https://www.luxcarta.com/blog/tag/simplicity) - [Simulation](https://www.luxcarta.com/blog/tag/simulation) - [Smart Cities](https://www.luxcarta.com/blog/tag/smart-cities) - [Terrain](https://www.luxcarta.com/blog/tag/terrain) - [Terrain Models](https://www.luxcarta.com/blog/tag/terrain-models) - [Urban Mapping](https://www.luxcarta.com/blog/tag/urban-mapping) - [awards](https://www.luxcarta.com/blog/tag/awards) - [digital divide](https://www.luxcarta.com/blog/tag/digital-divide) [![LuxCarta_Aligned_White_RGB-300x120-1](https://www.luxcarta.com/hubfs/LuxCarta_Aligned_White_RGB-300x120-1.png)](https://www.luxcarta.com) LuxCarta Copyright 2026 - All Rights Reserved ISO 9001-2015 Certified Proud member of the European Training & Simulation Association ### OTHER INFORMATION - [BLOG](https://www.luxcarta.com/blog) - [SITEMAP](https://www.luxcarta.com/sitemap.xml) - [LEADERSHIP](https://www.luxcarta.com/leadership/) - [TERMS OF USE](https://www.luxcarta.com/terms-of-use/) - [PRIVACY POLICY](https://www.luxcarta.com/privacy-policy/) - [CSR APPROACH](https://www.luxcarta.com/company/csr-approach) - [WIKIDATA](https://www.wikidata.org/wiki/Q138683221) ```json { "@context" : "https://schema.org", "@type" : "BlogPosting", "author" : { "@type" : "Person", "name" : "LuxCarta Team", "url" : "https://www.luxcarta.com/blog/author/luxcarta-marketing" }, "dateModified" : "2024-01-11T17:59:44.069Z", "datePublished" : "2024-01-11T17:59:44.000Z", "headline" : "National Forum on Spatial Data Science 2023", "image" : [ "https://www.luxcarta.com/hubfs/Imported_Blog_Media/Spatial-Data-Science.png" ], "mainEntityOfPage" : { "@id" : "https://www.luxcarta.com/blog/events/spatial-data-science", "@type" : "WebPage" }, "publisher" : { "@type" : "Organization", "logo" : { "@type" : "ImageObject", "url" : "https://www.luxcarta.com/hubfs/LuxCarta_Aligned_Blue_RGB-300x120.png" }, "name" : "LuxCarta SARL" } } ``` ```json { "@context" : "https://schema.org", "@type" : "Organization", "address" : { "@type" : "PostalAddress", "addressCountry" : "FR", "addressLocality" : "Valbonne", "addressRegion" : "Sophia Antipolis", "postalCode" : "06560", "streetAddress" : "245 Route des Lucioles, Bâtiment A" }, "areaServed" : { "@type" : "Place", "name" : "Global" }, "contactPoint" : [ { "@type" : "ContactPoint", "availableLanguage" : [ "English", "French", "Spanish" ], "contactType" : "sales", "email" : "sales@luxcarta.com", "url" : "https://www.luxcarta.com/contact" } ], "description" : "LuxCarta is a French geospatial data company founded in 1989, specializing in high-precision satellite-derived 3D geodata for telecom RF planning, defense simulation, and smart city applications. LuxCarta delivers Digital Terrain Models (DTM), Digital Surface Models (DSM), High-Definition Terrain Models (HDTM), 3D building models, and Land Use/Land Cover datasets covering 1,000+ cities across 57 countries. LuxCarta is the trusted geodata layer that AI and intelligence platforms run on. Its AI-powered platform BrightEarth provides on-demand access to satellite-derived geodata worldwide.", "foundingDate" : "1989", "foundingLocation" : { "@type" : "Place", "name" : "France" }, "hasOfferCatalog" : { "@type" : "OfferCatalog", "itemListElement" : [ { "@type" : "Offer", "itemOffered" : { "@type" : "Product", "description" : "High-precision 3D building models (LOD1/LOD2) derived from satellite imagery for urban RF planning and telecom network deployment", "name" : "City Planner", "url" : "https://www.luxcarta.com/products/city-planner" } }, { "@type" : "Offer", "itemOffered" : { "@type" : "Product", "description" : "2.5D geodata combining building footprints and height data for rapid urban coverage planning", "name" : "Urban Planner 2.5D", "url" : "https://www.luxcarta.com/products/urban-planner" } }, { "@type" : "Offer", "itemOffered" : { "@type" : "Product", "description" : "Wide-area terrain and clutter datasets for regional RF network planning and coverage modeling", "name" : "Region Planner", "url" : "https://www.luxcarta.com/products/region-planner" } }, { "@type" : "Offer", "itemOffered" : { "@type" : "Product", "description" : "Ultra-high-resolution hydro-enforced terrain models for defense simulation, flood risk modeling, and smart infrastructure applications", "name" : "HDTM — High-Definition Terrain Model", "url" : "https://www.luxcarta.com/hdtm-for-flood-modeling" } }, { "@type" : "Offer", "itemOffered" : { "@type" : "Product", "description" : "High-resolution population density mapping datasets for telecom network dimensioning and urban planning", "name" : "PopMaps", "url" : "https://www.luxcarta.com/products/pop-maps" } }, { "@type" : "Offer", "itemOffered" : { "@type" : "SoftwareApplication", "description" : "AI-powered platform for instant ordering and download of satellite-derived geodata anywhere in the world", "name" : "BrightEarth", "url" : "https://www.brightearth.ai" } }, { "@type" : "Offer", "itemOffered" : { "@type" : "SoftwareApplication", "description" : "Automated 3D building reconstruction platform that processes LiDAR point clouds into LOD2 CityGML building models", "name" : "SimpliCity", "url" : "https://www.luxcarta.com/simplicity" } } ], "name" : "LuxCarta Geodata Products and Platforms" }, "knowsAbout" : [ "Geospatial data", "3D geodata", "Satellite imagery processing", "Digital Terrain Models (DTM)", "Digital Surface Models (DSM)", "High-Definition Terrain Models (HDTM)", "Digital Elevation Models (DEM)", "3D building models", "Level of Detail (LOD) mapping", "Building footprint extraction", "Land Use and Land Cover (LULC) mapping", "Clutter data for RF planning", "Telecom RF planning", "4G network planning", "5G network planning", "Radio frequency propagation modeling", "Defense simulation", "Military simulation environments", "Synthetic environments for training", "Smart cities", "Urban digital twins", "GIS data", "CityGML", "LiDAR point cloud processing", "Urban planning geodata", "Population density mapping", "Flood risk modeling", "BrightEarth AI platform" ], "knowsLanguage" : [ "French", "English" ], "legalName" : "LuxCarta", "logo" : { "@type" : "ImageObject", "height" : 60, "url" : "https://www.luxcarta.com/hubfs/image%20(3).png", "width" : 300 }, "makesOffer" : [ { "@type" : "Offer", "description" : "Clutter data, DSM, DTM, and 3D building models validated for use with Infovista Planet, Forsk Atoll, and iBwave Design", "name" : "Telecom RF Planning Datasets" }, { "@type" : "Offer", "description" : "High-fidelity synthetic environment terrain data compatible with Bohemia Interactive Simulations (BISim) VBS platforms and NATO STANAG standards", "name" : "Defense Simulation Terrain Datasets" }, { "@type" : "Offer", "description" : "LOD2/LOD3 3D building models, LULC, and HDTM datasets for urban digital twins and smart city infrastructure planning", "name" : "Smart City Digital Twin Geodata" }, { "@type" : "Offer", "description" : "Hydro-enforced DTM and DSM datasets at 30cm to 1m resolution for flood risk modeling, infrastructure resilience, and insurance exposure analysis", "name" : "Flood Risk and Elevation Modeling Data" } ], "name" : "LuxCarta", "sameAs" : [ "https://www.linkedin.com/company/luxcarta", "https://www.wikidata.org/wiki/Q138683221" ], "url" : "https://www.luxcarta.com" } ```