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Conferences / FOSS4G

FOSS4G 2026

Aug 30, 2026 – Sep 5, 2026 · International Conference Center Hiroshima (ICCH); workshops at RCC Bunka Center, Hiroshima, Japan

Conference
FOSS4G Software engineering
Dates
Aug 30, 2026 – Sep 5, 2026
Venue
International Conference Center Hiroshima (ICCH); workshops at RCC Bunka Center
Place
Hiroshima, Japan
Format
In person
Status
Past
Attendance
828
FOSS4G 2027 site (OSGeo) post-event summary: '828 people attended from 65 countries. 28 Travel Grant recipients from 16 countries. 53 Workshops. 348 Presentations.'
Website
2026.foss4g.org
Recorded
34 sponsors · 588 speaker appearances
Notes
Workshops 30-31 Aug, main conference 1-3 Sep, community sprint & events 4-5 Sep. Organized by FOSS4G Hiroshima 2026 LOC with OSGeo. Sponsorship sold out by 20 Aug 2026 due to venue capacity. Speakers: every scheduled session from the pretalx schedule export (talks, workshops, academic track where published separately), one row per speaker per session; affiliations taken from each speaker's pretalx bio where it states an employer/university, else null.

Ticket prices

TicketPriceValid untilNotesSource
Super Early Bird¥40,000Mar 8, 2026Excl. 10% JCT; limited to 1002026.foss4g.org
Early Bird¥50,000May 8, 2026Excl. 10% JCT2026.foss4g.org
Regular¥80,000Aug 19, 2026Excl. 10% JCT2026.foss4g.org
Last Chance¥80,000Sep 3, 2026Excl. 10% JCT; 200 tickets, no goods2026.foss4g.org
B2B add-on¥3,000—2026.foss4g.org
Extra Ice Breaker ticket¥3,000—2026.foss4g.org
Workshop add-on¥7,500—2026.foss4g.org
Gala Dinner add-on¥15,000—2026.foss4g.org
Studentship¥30,000—Excl. 10% JCT2026.foss4g.org
Local¥40,000—Excl. 10% JCT2026.foss4g.org
Bronze¥500,000—plus 10% JCT2026.foss4g.org
Silver¥1,000,000—plus 10% JCT2026.foss4g.org
Gold¥2,000,000—plus 10% JCT2026.foss4g.org
Platinum¥3,500,000—plus 10% JCT2026.foss4g.org
Diamond¥5,000,000—plus 10% JCT2026.foss4g.org

Sponsors 34

Title / headline 2

  • Eukarya · Diamond Sponsors
  • GEO · Diamond Sponsors

Platinum 2

Gold 2

Silver 4

Bronze 15

Community 2

  • ISPRS · Supporter Sponsors
  • Tito · Supporter Sponsors

Media 2

Other 5

Speakers and talks 588

SpeakerCompanyRoleTalkLinks
Britta RickerUtrecht UniversityKeynoteMapping for a Sustainable World: Bridging the Policy Data Nexus with FOSS and Open Science—
Chihiro Araki—KeynoteMemory, Technology, and Peace — Rebooting Memories and Geospatial Technology—
Chisa MikamiUNITARKeynote"What the Field Needs — Technology, Capacity, and People in the Age of Digital Public Goods"—
Ela KagelPlatform Coops eGKeynoteSustaining Open Source: What We Can Learn from the Cooperative Model—
Hal Seki—KeynoteSustaining Open Source: What We Can Learn from the Cooperative Model—
Hidenori Watanve—KeynoteMemory, Technology, and Peace — Rebooting Memories and Geospatial Technology—
Jeroen TichelerGeoCat BVKeynoteOSGeo - Looking Ahead—
Joana SimoesOGCKeynoteOSGeo - Looking Ahead—
Jumpei TakamiUnited Nations Office for Outer Space AffairsKeynote"What the Field Needs — Technology, Capacity, and People in the Age of Digital Public Goods"—
Kazuki ImamuraInnovation Platform Agency, Japan (IPA)Keynote"What the Field Needs — Technology, Capacity, and People in the Age of Digital Public Goods"—
Lander Jimenez-ocioMondragon UniversityKeynoteSustaining Open Source: What We Can Learn from the Cooperative Model—
Marco Bernasocchi—KeynoteOSGeo - Looking Ahead—
Markus NetelermundialisKeynoteHow Our Community Was Born — Looking Back on More Than 20 Years of History—
Rei Kasai—Keynote"What the Field Needs — Technology, Capacity, and People in the Age of Digital Public Goods"—
Tom KralidisMeteorological Service of CanadaKeynoteOSGeo - Looking Ahead—
Toru MoriOrkney, IncKeynoteOSGeo - Looking Ahead—
Toru MoriOrkney, IncKeynoteHow Our Community Was Born — Looking Back on More Than 20 Years of History—
Toshikazu SetoKomazawa UniversityKeynoteMapping for a Sustainable World: Bridging the Policy Data Nexus with FOSS and Open Science—
Venkatesh RaghavanOsaka Metropolitan UniversityKeynoteHow Our Community Was Born — Looking Back on More Than 20 Years of History—
Yoko MoriyoshiUniversity of WashingtonKeynoteMemory, Technology, and Peace — Rebooting Memories and Geospatial Technology—
Yuko YokoiUNDPKeynote"What the Field Needs — Technology, Capacity, and People in the Age of Digital Public Goods"—
abetomo—SpeakerWhy Nominatim Can't Find Hiroshima Peace Memorial Museum - and How to Fix It—
Adam KrebsJoby AviationSpeakerNoodles.gl: Animation and LLMs using deck.gl, maplibre and duckdb—
Adel Refaat Ali Mohamed Elnahas—SpeakerMaking Maps Readable: A Dive into Font Rendering in Navara—
Adwait Priyadarshan—SpeakerComparative analysis of route and health care facilities for the emergency patients of Pune and Bengaluru—
Akiho Yamaguchi—WorkshopBuild Mobile Map Apps with MapConductor (Android & iOS Workshop)—
Albert BofillBGEOSpeakerA Practical Workflow for Reusing Proprietary Stormwater Model Data in Open-Source GIS Using CSV and SWMM Formats with Giswater—
Albert BofillBGEOSpeakerDesigning a Scalable Open-Source Workflow for Water Network Field Validation: Lessons from Costa Rica—
Alen MangafićGeodetic Institute of SloveniaWorkshopPoint-Cloud Acrobatics: From Raw LiDAR to Stunning 3D Visuals—
Alen MangafićGeodetic Institute of SloveniaSpeakeri.hyper: processing hyperspectral imagery in GRASS—
Alen MangafićGeodetic Institute of SloveniaSpeakerState of GRASS—
Alex LeithAuspatiousSpeakerAuspatious: A Cloud Native Geospatial Consultancy—
Alex LeithAuspatiousWorkshopCloud Native Geospatial for Earth Observation—
Alex LeithAuspatiousSpeakerData Dashboards with Provenance using Cloud-Native Geospatial Processing—
Alex LewandowskiAlaska Satellite FacilitySpeakerOpen Source Access Options for NASA-ISRO Synthetic Aperture Radar (NISAR) Mission Data—
Alexander Kmoch—SpeakerGrid4Earth: An open-source Python ecosystem for geospatial data integration on the ellipsoidal HEALPix DGGS—
Alison Lenaerts—SpeakerMAPME Initiative: Open Geospatial Ressources for Development Impact—
Aman Bagrecha—SpeakerStreetview Image Inpainting with Image-Edit Diffusion Models—
Aman Chaudhary—WorkshopScalable Raster Analytics with STAC, xarray & Dask—
Amanda MorganCesiumSpeakerBringing GIS Data into Digital Twins with 3D Tiles 2.0 and Cesium—
Amanda MorganCesiumWorkshopBuilding 3D Digital Twins with PLATEAU, Point Clouds, and Vector Data with Cesium—
Ana BelgunTerriaSpeakerState of TerriaJS—
Ana BelgunTerriaSpeakerSustaining Open Source: Real models, Real lessons—
Anders Eirik Hynne HaugenNorwegian Mapping AuthoritySpeakerSmarter Geospatial Management: A Collaborative Web Client for National Spatial Data—
Andre Santana Meireles—SpeakerFrom OpenLayers Legacy to GIFramework: Modernizing GeoSampa’s Web Mapping Interface—
Andrea Aime—SpeakerSupporting precision farming with GeoServer: past experiences and way forward—
Andrea Aime—SpeakerVector tiles and GeoServer: dynamic vector tiles server, XYZ services, and base maps—
Andrea Aime—SpeakerGeoServer 3 tour—
Andrea Aime—SpeakerHow GeoSolutions supports GeoServer, GeoNode and MapStore—
Andrea Aime—SpeakerGeoServer 3 complete - final update—
Andrea Aime—SpeakerOperating Maritime AIS at Enterprise Scale with GeoServer—
Andrea Aime—SpeakerOGC APIs with GeoServer 3: implementation, avaialbility and next steps—
Andrea Aime—SpeakerServing earth observation data with GeoServer: addressing real world requirements—
Andrea Aime—SpeakerMastering Security with GeoServer, GeoFence, and OpenID—
Andrea Aime—WorkshopVector tiles with GeoServer 3—
Andrea Aime—SpeakerLessons from Running GeoServer at Scale—
Andrea Aime—WorkshopOGC APIs, an introduction with GeoServer 3—
Angelos Tzotsos—Speakerpycsw project status—
Angelos Tzotsos—WorkshopDoing Geospatial with Python—
Angelos Tzotsos—WorkshopDiving into pygeoapi Workshop—
Angelos Tzotsos—SpeakerOSGeo and OGC MoU update—
Angelos Tzotsos—Speakerpygeoapi project status—
Anthony LukachDevelopment SeedWorkshopFrom Ingestion to Access Control: Building a Production STAC API with eoAPI—
Anthony LukachDevelopment SeedSpeakerMultistore: An S3-compliant data distribution API—
Antonio Cerciello—SpeakerBest Practises for Consuming OGC API Data—
Antonio Cerciello—SpeakerGeoNetwork Update—
Antonio Cerciello—WorkshopDiving into pygeoapi Workshop—
Antonio Cerciello—SpeakerShifting from a monolithic to a scalable SDI architecture: is it worth it?—
Antonio Cerciello—SpeakerMetadata in the time of robots—
Antonio Cerciello—SpeakerGeoNetwork 5: reimagining the Spatial Data Catalog for the future—
Aoi Nagae—SpeakerOffline-First Geospatial Architecture for Tree-Level Analysis Using FOSS4G Pipelines—
Arathi Biju—SpeakerEvaluating spectral diversity approaches for tree species diversity mapping in hemi-boreal forests using Sentinel-2 and biodivMapR—
Arisa Mikumo—SpeakerRe:Earth: Empowering Non-Experts with Open Source WebGIS — Case Studies from Educational Settings—
Arissara Sompita—SpeakerTowards Automated Map JSON Style from Spatial Vector Data Using MCP—
Asanobu Kitamoto—SpeakerRekichizu: Designing Modern-Style Historical Maps to Preserve Cultural Memory—
Atahualpa Ayala Gómez—SpeakerCaring for a Living Park: An Open-Source Geospatial System Inspired by Field Experience (Cerro Kavaju, Paraguay)—
Athitaya Phankhan—SpeakerGeospatial Data Gateway : Composing Spatial Features Across Databases and APIs—
Ayaka Onohara—SpeakerExamining the Relationship Between Tatara Iron Production and Grassland Distribution in Western Japan: An Open Geospatial Approach to Historical Landscape Analysis—
Ayato Kanno—SpeakerAitchison-Loss Training with Geospatial Embeddings Sharpens Compositional Land-Cover Maps—
Ayumi ShibamotoMAPPLE, IncSpeakerJapanese Map Culture: Inheritance through FOSS4G Technology—
Batuhan KavlakUP42SpeakerThe metadata problem—
Batuhan KavlakUP42WorkshopThe meta-problem in geospatial data—
Beatrice Charles MkumboEukaryaSpeakerFour Conditions for Global 3D City Model Adoption—
Benjamin HUSSON—SpeakerModernizing Earth Observation Access: The GEODES Shift to Open Source and Cloud-Optimized Architectures—
Benjamin Webb—SpeakerStandardizing Geospatial Time Series Access with OGC API EDR and RDF Linked Data Standards—
Benjamin Webb—SpeakerGeoconnex: Standardizing Water Data in the United States through a Unified Graph Database—
Benjamin Webb—SpeakerRunning pygeoapi Cloud Native at Scale—
Bill Cook—WorkshopFrom Raw Data to Insight: Hands-On Geospatial Workflows with Re:Earth Flow—
Bill CookEukaryaSpeakerThree Rewrites and a Standard: A Year Inside Re:Earth Flow—
Blake—SpeakerMaking drainage engineers' life easy: A culvert designers plug-in for QGIS—
bonny p mcclain—SpeakerNot on Your Google Maps: The Map Is Not the Territory—
bonny p mcclain—SpeakerDrawing the Lines: Visualizing the role of climate change and urbanization shaping human-bear interactions in Japan—
bonny p mcclain—WorkshopBoundless Demand, Bounded Earth: A 3D Look at Cities and Resources—
Carlos Eduardo Mota—SpeakerA case use of FOSS4G to promote the Mining Industry: The P3M Platform of the Geological Survey of Brazil.—
Carlos Eduardo Mota—SpeakerAI-accelerated development and FOSS4G - a perspective into the future—
Carlos Eduardo Mota—SpeakerGeoSDC: A Spatial Data Infrastructure to support geological risk management in Santa Catarina State, Brazil—
Carlos Eduardo Mota—SpeakerThree years in two months - lessons learned in re-building a 120kloc GIS system from scratch as a 10x engineer.—
Carolina Bracco Delgado de AguilarPRODAMSpeakerFrom OpenLayers Legacy to GIFramework: Modernizing GeoSampa’s Web Mapping Interface—
Charmyne Mamador—SpeakerDeveloping an ocean renewable energy platform with FOSS4G—
Charmyne Mamador—Workshop30 Maps in 3 Hours: Designing maps that communicate—
Cheun-gill ParkGaia3DSpeakerWeb-Based High-Performance Traffic Simulator: Advancing an Integrated Interaction Platform for Urban Planning Decision-Making—
Choi Yeon Ho—SpeakerEIA Scoping Tool and Collaborative Authoring and Review System—
Chris StonerAmazon Web ServicesSpeakerAWS Open Data program—
Chris StonerAmazon Web ServicesWorkshopBuild an MCP server for AWS Open Data using Vibe Coding with Kiro—
Christoph Friedrich—SpeakerBetween coffee farmers and an EU portal: When is a polygon actually valid?—
Christopher Beddow—SpeakerThe Human Lens in a Machine-Mapped World—
Chugoku SyotenChugoku SyotenSpeakerDevelopment Planning of a Web Map Application for the Supplementary Social Studies Textbook “Watashitachi no Hiroshima”—
Colton LoftusLincoln Institute of Land PolicySpeakerImproving Water Data Access with Cloud Native Geospatial Formats—
Colton LoftusLincoln Institute of Land PolicySpeakerStandardizing Geospatial Time Series Access with OGC API EDR and RDF Linked Data Standards—
Colton LoftusLincoln Institute of Land PolicySpeakerGeoconnex: Standardizing Water Data in the United States through a Unified Graph Database—
Colton LoftusLincoln Institute of Land PolicySpeakerRunning pygeoapi Cloud Native at Scale—
Craig TavernerElasticSpeakerGeospatial ES|QL in Elasticsearch—
CRISTIANE HONORA MILLANNIC.brSpeakerMapping Fiber Without Operator Data: Evidence-Based Connectivity Indicators—
Daisuke MurakamiInstitute of Statistical MathematicsSpeakerspCF: an R package for coarse-to-fine spatial modeling—
Daisuke Yoshida—SpeakerMUSUBOU-AR: An Open-Source Geospatial AR Framework for Integrating Public GIS Data, Field Authoring, and Disaster Walking Tours—
Dana BauerOverture Maps FoundationSpeakerGERS in Five Minutes: Overture's Open ID System for Map Data—
Daniel Araújo MirandaBrazilian Federal PoliceSpeakerAI-accelerated development and FOSS4G - a perspective into the future—
Daniel Araújo MirandaBrazilian Federal PoliceSpeakerThree years in two months - lessons learned in re-building a 120kloc GIS system from scratch as a 10x engineer.—
Danielle—SpeakerIntroducing the Climate Action Navigator—
Danielle—SpeakerDetecting Rooftop Solar Panels with Deep Learning, using Open Remote Sensing Data and OpenStreetMap—
Danijel Schorlemmer—SpeakerEvery building on Earth—
David Montero LoaizaLeipzig UniversitySpeakerTowards an open registry of Earth observation instruments—
David Montero LoaizaLeipzig UniversitySpeakerFrom NDVI to 260+ Indices: Five Years of Awesome Spectral Indices—
dawoon KimGaia3DSpeakerDevelopment of a Wildfire Fireline Visualization Pilot System and Its Enhancement Plan Using Open-Source GIS Technologies—
Dennis BauszusGEOLYTIXWorkshopWeb MAPPing with XYZ Codespaces—
Dennis Bauszus—SpeakerWhere next for OSGeo?—
Dibikshya Shrestha—SpeakerWomen in Open Source Volunteering: From Starting Out to Making a Real Difference—
Dimple Jain—SpeakerCloud-Native Raster Workflows with TiTiler—
Dinar Adiatma—SpeakerThe M4S Project: Scaling Seagrass Conservation in Timor-Leste through Participatory FOSS Workflows—
Diogo Rodrigues—SpeakerGeoSDC: A Spatial Data Infrastructure to support geological risk management in Santa Catarina State, Brazil—
Divesh Anuj—SpeakerPacific Ocean Portal 2.0—
Dong Gwon—SpeakerMaking OGC IndoorGML 2.0 Web-Ready: API – IndoorFeatures with IndoorJSON—
Dongchul KimMeissaSpeakerIntent-Centric Wildfire Monitoring: LLM and VLM Orchestration for Everyone—
Dongpo DengGeomni Tech IncSpeakerNational Map Agent: An Open Geospatial Architecture for Knowledge Graph–Driven GeoAI—
Doren CallikuGFZ German Research Centre for GeosciencesWorkshopEstimating risk to earthquakes through open-source tools—
Doren CallikuHelmholtz Center for GeosciencesSpeakerUsing Building Exposure Taxonomies in HOT Workflows—
Edoardo NeerhutMetaSpeakerThe Human Lens in a Machine-Mapped World—
Eita Horishita—SpeakerJapan Geospatial Times: Exploring the History and Use Cases of Geospatial Technologies in Japan—
Erin Stein—SpeakerLessons from the OS Grave: Learning from the collapse of a tech-for-good open source program—
Eugene Kim—SpeakerInside the Engine of “KnoWaterleak”: Real-Time Search and On-Demand Vector Tiles for Large Pipeline Data—
Eukarya Inc.EukaryaSpeakerFour Conditions for Global 3D City Model Adoption—
Fauzan Abdullah—SpeakerOpen-Source Spatiotemporal Traffic Congestion Analysis at City Scale: A Reproducible Python Pipeline Combining PySAL, OSMnx, and Multilevel Modeling—
Federica GaspariPolitecnico di MilanoSpeakerTen Years of PoliMappers: Lessons from a Student-Led Open Mapping Community—
Federica GaspariPolitecnico di MilanoWorkshopDiscovering PostGIS: An Introduction for QGIS Users—
Feye AndalUP Resilience InstituteSpeakerMapping What's Hidden: YouthMappers and Urban Drainage Completeness for Flood and Dengue Risk in OSM—
Feye AndalUP Resilience InstituteSpeakerOperationalizing Impact-Based Flood Forecasting Using Open Geospatial Pipelines in Resource-Limited Contexts—
Filippo Brandolini—SpeakerAn open-source GeoAI workflow for mapping historic agricultural terraces—
Firman Hadi—SpeakerOpen-Source Spatiotemporal Traffic Congestion Analysis at City Scale: A Reproducible Python Pipeline Combining PySAL, OSMnx, and Multilevel Modeling—
FirzaDevelopment SeedSpeakerAccelerating Climate Action: Building GIS Dashboards with openEO and titiler—
Fiu Etike PenjueliFiji Bureau of StatisticsSpeakerImpactful Data: International cooperation to increase the value of open-source data & software including in hazard scenarios—
Florent GravinCamptocampSpeakerGeoLLM in the Wild: Open Source AI Meets Geospatial—
Florent GravinCamptocampSpeakerRendering National Climate Data in the Browser: WebGL Custom Shaders with MapLibre GL JS—
Fran RagaEuropean Space AgencySpeakerUse of Open Source Software in the ESA Planetary Science Archive—
Frank Elsinga—SpeakerState of the MapLibre Tile Format—
Frank ElsingaTU MunichSpeakerStyles-Data Co-Optimisation for Better Performance—
FRITZ DARIEL ANDALUniversity of the Philippines Resilience InstituteSpeakerOperationalizing Impact-Based Flood Forecasting Using Open Geospatial Pipelines in Resource-Limited Contexts—
Fukushima Shotaro—SpeakerMaking Urban Data Explorable: 3D, GeoServer, and OSS—
Gefei Kong—SpeakerDetecting Rooftop Solar Panels with Deep Learning, using Open Remote Sensing Data and OpenStreetMap—
Gen KukitaCesiumSpeakerBringing GIS Data into Digital Twins with 3D Tiles 2.0 and Cesium—
Gen KukitaCesiumSpeakerMapping the Distance to History: Tracing My Memory of Reading Barefoot Gen ( 『はだしのゲン』 )with Open Geospatial Tools—
Gen KukitaCesiumWorkshopBuilding 3D Digital Twins with PLATEAU, Point Clouds, and Vector Data with Cesium—
Gérald FenoyGeoLabsSpeakerZOO-Project: news about the Open Source Generic Processing Engine—
Gérald FenoyGeoLabsWorkshopExploring the ZOO-Project with DRU support and OGC Application Package Workshop—
Guyu YeAmazon Web ServicesSpeakerBridging Cloud and Community: AWS AI Services Meet Open Source Geospatial Tools—
Guyu YeAmazon Web ServicesWorkshopBuild an MCP server for AWS Open Data using Vibe Coding with Kiro—
Hajime IsePacific Spatial SolutionsSpeakerOpen at the Core: Building a Geospatial Business With the Open Source Community—
Hajime KatoMIERUNESpeakerTokyo Last Train Map: Visualizing "When You Can't Get Home" with Open Data from 17 Rail Operators—
Hajime KatoMIERUNESpeakerRekichizu: Designing Modern-Style Historical Maps to Preserve Cultural Memory—
Hak joon Kim—SpeakerVoxelization. Cubing 3D Space for Machine.—
Hal SekiGeoloniaSpeakerBeyond the API: Why AI-Era Data Integration Needs Open Standards, Not Just Open Data—
haoEukaryaSpeakerHillshading for Real-time Lighting—
Haruka YasudaEukaryaSpeakerCitizen-Driven War Memory Mapping: Enabling Non-Experts to Build Geospatial Archives with Re:Earth CMS and Visualizer—
Haruka YasudaEukaryaSpeakerFour Conditions for Global 3D City Model Adoption—
Haruki Inoue—SpeakerA Map-First Conference Guide App with MapLibre for FOSS4G Hiroshima 2026—
Haruto SASAKI—SpeakerFrom Boring XML to 3D Tiles: Building a Geological Borehole Viewer with CesiumJS—
Heidi KristensonAlaska Satellite FacilitySpeakerOpen Source Access Options for NASA-ISRO Synthetic Aperture Radar (NISAR) Mission Data—
Henrik Gulliksen SchüllerNorwegian Mapping AuthoritySpeakerSmarter Geospatial Management: A Collaborative Web Client for National Spatial Data—
Henrik Gulliksen SchüllerNorwegian Mapping AuthoritySpeakerWaystones: Bridging the Deployment Gap for Authoritative OGC API Services—
Hinako Terado—SpeakerBetween Sacred Tradition and Urban Form: An OpenStreetMap-Based Analysis of Church Orientation Patterns in Milan—
Hinako Terado—SpeakerHow Does Walkability for Elderly People Differ between Hilly and Flat Urban Areas? A Case Study of Shin-Yurigaoka Station and Nagareyama-Otakanomori Station—
Hiroaki Yutani—SpeakerSedonaDB: Why Yet Another Geospatial Database Engine?—
Hirofumi Hayashi—SpeakerDemocratizing Urban Development: The Potential of The Urban Digital Twin Platform "Machi Space®"—
Hirofumi Hayashi—SpeakerDigital Transformation in Railway Infrastructure—
Hiroki Ichikura—SpeakerGeographic Visualization of the Kaii-Yokai Folklore Database Using Open-Source GIS and NLP—
Hiroki InoueEukaryaSpeakerUnlearning the Tile — terrain, buildings, and basemaps that are painted, none of it made in advance—
Hiroki InoueEukaryaSpeakerCombining DuckDB, MapLibre GL JS, and AI for Browser-Native Map Visualization—
Hironori BannoUniversity of TsukubaSpeakerFinding the Street-Level Images You Need in Mapillary—
Hiroo ImakiPacific Spatial SolutionsSpeakerOpen at the Core: Building a Geospatial Business With the Open Source Community—
Hiroshi KanasugiLocationMind Inc.SpeakerThe Challenge of Resolving Social Issues through the Integration of Real-World Geospatial Data with AI—
Hiroshi SASAKAWAJapan Forest Technology AssociationSpeakerFrom Japan Forestry Technology Association: miscellaneous notes on nationwide forest open data.—
Hiroshima Funairi High SchoolHiroshima Municipal Funairi High SchoolSpeakerFrom Peace Education to GIS Learning with Re:Earth: Funairi High School and Shinjo High School—
Hiroyuki Yamauchi—SpeakerImplementation and evaluation of geography education using QGIS for Japanese high school students—
Honey FombuenaHumanitarian OpenStreetMap TeamSpeakerGlobal Open Mapping Gurus: Leveling Up the Future of Open Mapping!—
Honey FombuenaHumanitarian OpenStreetMap TeamSpeakerThe Power of Local Connections for Social Impact in a Technocratic World: Experiences from HOT—
Honey FombuenaHumanitarian OpenStreetMap TeamSpeakerThe M4S Project: Scaling Seagrass Conservation in Timor-Leste through Participatory FOSS Workflows—
Howard ButlerHobu, IncSpeakerBuilding the GDAL Sponsorship Program—
Hugo FournierCNESSpeakerModernizing Earth Observation Access: The GEODES Shift to Open Source and Cloud-Optimized Architectures—
hyeonjeong JoKorea Maritime and Ocean UniversitySpeakerAutomated Slope Estimation of Retaining Walls Using Drone Photogrammetry Point Clouds—
Ian Turton—SpeakerGeoTools Update—
Ian Turton—WorkshopWriting spatial data utilities with GeoTools and JTS—
Ian Turton—SpeakerProject Support at OSGeo—
Ian Turton—SpeakerGeoServer 3 tour—
Ian Turton—SpeakerImageN for GeoSpatial—
Ian Turton—SpeakerGeoServer Update—
Ian WagnerStadia MapsSpeakerValinor: Valhalla Meets Rust—
Ian WagnerStadia MapsSpeakerFerrostar: Tackling Navigation Challenges Through Collaboration—
Igo Silva de Almeida—SpeakerExtending GeoNode as a Foundation for Research Data Management Infrastructures in Agricultural Research—
Iosefa PercivalUniversity of Hawaiʻi at HiloSpeakerMapping invasive canopy-smothering vines in the tropical Pacific using SAR and open-source geospatial tools—
Iosefa PercivalUniversity of Hawaiʻi at HiloSpeakerlandlensdb: A Python Package for Managing Proximity Sensing Imagery—
Iosefa PercivalUniversity of Hawaiʻi at HiloSpeakerCreating Large-Scale Very High Resolution Satellite Mosaics with High Spatial and Spectral Accuracy—
Irhamillah—SpeakerRectangular vs Hexagonal Grid Tessellation for Spatial Analysis of Invasive Species: A Case Study of Aromia bungii in Saitama, Japan.—
Ismail SunniCamptocampSpeakerQGIS Hub: The Community Resource Ecosystem You Might Not Know About—
Ivan CuiAmazon Web ServicesSpeakerBridging Cloud and Community: AWS AI Services Meet Open Source Geospatial Tools—
Jacqueline SinghPacific CommunitySpeakerThe Pacific Geospatial Women Network—
Jan BurdziejUNICEFSpeakerTurning Statistics into Maps with UNICEF’s Open Source Geospatial Solutions—
Jared MarcotteThe TurnoutSpeakerWhat Could Possibly Go Wrong? A Practical Security Review of Popular Open-Source GIS Libraries—
Jaroslav Hofierka—SpeakerUsing WRF-UCM as Boundary Forcing for Microscale Models in Data-Scarce Urban Environments—
Jarrett KeiferElement 84SpeakerAnatomy of a file—
Jarrett KeiferElement 84WorkshopExploring Cloud Native Geospatial Data Formats: Hands-on with Vectors—
Jarrett KeiferElement 84WorkshopExploring Cloud Native Geospatial Data Formats: Hands-on with Rasters—
Jarrett KeiferElement 84SpeakerDo formats exist? Towards a unified foundation for data tooling—
Jason KarelEukaryaWorkshopRe:Earth CMS in Action: Build a Map-Based Reporting App—
Jaturong Som-ard—SpeakerSynergistic use of PRISMA hyperspectral data and a random forest algorithm to map soil nutrients in sugarcane fields in Northeast Thailand—
Jeroen TichelerGeoCat BVSpeakerSustaining Open Source: Real models, Real lessons—
Jeroen TichelerGeoCat BVSpeakerMeeting Cyber Resilience Act September Deadline—
Jeroen TichelerGeoCat BVSpeakerFinding(!) and publishing data, simplified with GeoCat Bridge—
Jerome St-LouisEcereSpeakerState of DGGAL (Discrete Global Grid Abstraction Library)—
Jerome St-LouisEcereSpeakerState of libCartoSym / libCSCQL2 / libDE9IM—
Jesse WhiteheadUniversity of WashingtonSpeakerImpactful Data: International cooperation to increase the value of open-source data & software including in hazard scenarios—
Jin Igarashi—WorkshopTerra Draw Workshop - Bring drawing features to your web map applications—
Jin Igarashi—SpeakerTerra Draw - bring drawing feature to all map applications—
Jin Igarashi—SpeakerMAPME Initiative: Open Geospatial Ressources for Development Impact—
Jirayut Naksini-bitzSpeakerCognitive Motion Design Redefining Interaction in map applications : Use case for Smart Agriculture—
Joana SimoesOGCSpeakerpygeoapi project status—
Joana SimoesOGCSpeakerNew OGC API Plugins on the Block—
Joana SimoesOGCSpeakerMetadata in the time of robots—
Joana SimoesOGCSpeakerShifting from a monolithic to a scalable SDI architecture: is it worth it?—
Joana SimoesOGCSpeakerBest Practises for Consuming OGC API Data—
Joana SimoesOGCWorkshopDoing Geospatial with Python—
Joana SimoesOGCWorkshopDiving into pygeoapi Workshop—
Jody GarnettGeoCat CanadaSpeakerGeoServer Update—
Jody GarnettGeoCat CanadaSpeakerGeoTools Update—
Jody GarnettGeoCat CanadaSpeakerImageN for GeoSpatial—
Jody GarnettGeoCat CanadaSpeakerGeoServer 3 tour—
Jody GarnettGeoCat CanadaSpeakerProject Support at OSGeo—
Jody GarnettGeoCat CanadaSpeakerMeeting Cyber Resilience Act September Deadline—
Jody GarnettGeoCat CanadaSpeakerGeoServer 3 complete - final update—
Jody GarnettGeoCat CanadaSpeakerGeoNetwork 5: reimagining the Spatial Data Catalog for the future—
Jody GarnettGeoCat CanadaSpeakerGeoNetwork Update—
John BryantMammoth GeospatialWorkshopDiscovering PostGIS: An Introduction for QGIS Users—
joohyoung Kim—SpeakerVoxelization. Cubing 3D Space for Machine.—
Jorge S. Mendes de Jesus—WorkshopGraphQL meets PostGIS: a spatial API workshop—
Jorge S. Mendes de Jesus—SpeakerZ7 Explorer — Why IGEO7 May Succeed H3 as the Standard Hexagonal DGGS—
json singh—WorkshopQGIS For You: Building a Plugin and Using Model Designer—
json singh—SpeakerStoring your Satellite in a DGGS—
Juhyeon GimGaia3DSpeakerDevelopment of a Wildfire Fireline Visualization Pilot System and Its Enhancement Plan Using Open-Source GIS Technologies—
Junji YamakawaOkayama UniversitySpeakerFrom GeoTIFF to Kriging: A Fully Open-Source Remote Sensing Workflow—
Junta TagusariYokohama City UniversitySpeakerFrom Raw ADS-B Signals to Reproducible Flight Trajectories: An Open Geospatial Workflow for Narita Airport—
Junyoung CHOI—SpeakerAn Open Geospatial Framework for Proximity-Based Community Planning:
Integrating Mobility-Based Community Detection, Multimodal Accessibility, and Facility Allocation Optimization—
Just van den BroeckeJust ObjectsWorkshopDiving into pygeoapi Workshop—
Just van den BroeckeJust ObjectsWorkshopDoing Geospatial with Python—
Kajetan Chrapkiewicz—SpeakerEfficient pixel-scale upstream covariate computation for environmental machine learning—
Kanahiro Iguchi—SpeakerWe still need Raster tiles... then, chiitiler!—
Kanahiro Iguchi—SpeakerThe Elements of MIERUNE — Cloud-Native Engineering Meets Open Source Geospatial—
Kanahiro Iguchi—SpeakerA Proposal for Hierarchically Organized GeoParquet—
Kanoa Lindiwe—SpeakerCreating Large-Scale Very High Resolution Satellite Mosaics with High Spatial and Spectral Accuracy—
Kaori OtsuCREAFSpeakerWhat is the optimal resolution of a DGGS for forest cover mapping and monitoring?—
Kashiwagi-EBEarthBrain Inc.SpeakerSpeeding up earthwork volume calculation using the point elevation method—
Kasra Mahsouli—SpeakerAwakening Dormant Geospatial Data: Structuring Large-Scale Government Documents with LLM—
Kateryna Konieva—SpeakerNew OGC API Plugins on the Block—
Kateryna Konieva—WorkshopGraphQL meets PostGIS: a spatial API workshop—
Kauê de Moraes Vestena—SpeakerMaplibreum: like Folium - but based on Maplibre—
Kazuma Tsuchiya—SpeakerAwakening Dormant Geospatial Data: Structuring Large-Scale Government Documents with LLM—
Kazutake AsahiiRIC-UCSpeakeriRIC: An Open-Source Platform for River and Flood Simulation—
Kazuya SatoShizuoka PrefectureSpeakerThe Challenge of Open Point Cloud Data: What has a local government brought to our communities?—
Keita KobayashiKotobaMedia, IncSpeakerRust for Geospatial ETL: High-Throughput Conversion of Japan's Land Parcel Data—
Keita Uemori—WorkshopIntroduction to Kumoy: Publish QGIS maps to the cloud and collaborate in a few clicks—
Keita UemoriMIERUNESpeakerQGIS in Your Language—
Keiya Sasaki—SpeakerHow map engine optimizes your visualization—
Keiya Sasaki—WorkshopExtending a Photorealistic Map Engine: Hands-on with Navara—
Kenji Takase—SpeakerInside the Engine of “KnoWaterleak”: Real-Time Search and On-Demand Vector Tiles for Large Pipeline Data—
Kenya Tamura—SpeakerEukarya Sponsor Session—
Khanh HoangBentleyWorkshopBuilding 3D Digital Twins with PLATEAU, Point Clouds, and Vector Data with Cesium—
KIMDEOKHYEON—SpeakerWeb-Based High-Performance Traffic Simulator: Advancing an Integrated Interaction Platform for Urban Planning Decision-Making—
Klemen LovenjakSinergiseSpeakerCDSE: Europe's Sovereign Infrastructure for Open Earth Observation—
Klemen LovenjakSinergiseWorkshopHands-on CDSE: From Copernicus Browser to Evalscripts and APIs—
Ko NagaseGeoloniaSpeakerPorting JTS Interior Point Algorithm to TypeScript and Rust/WASM—
KOHEI OTSUKANayuta, IncSpeakerBringing Old Maps & Illustrated Maps to the Web: 10 Years of Maplat and Turning Misalignment into Innovation—
KOHEI OTSUKANayuta, IncSpeakerFrom Open Source to Real-World Impact: Building Sustainable Geospatial Solutions with Maplat—
Koji Annoura—SpeakerFrom Map Layers to Knowledge Models: Extending Open GIS—
Kosuke Shimizu—SpeakerGeographic Visualization of the Kaii-Yokai Folklore Database Using Open-Source GIS and NLP—
Kota YuharaArkEdge SpaceSpeakerReusable Geospatial Application Design for the Global South with MapLibre, STAC, and TiTiler—
Kotaro Iizuka—SpeakerImplementation and evaluation of geography education using QGIS for Japanese high school students—
Krzysztof Pokonieczny—SpeakerMachine Learning for Terrain Traversability Mapping: Accuracy, Uncertainty, and Data Limitations—
Kshitij Raj SharmaHumanitarian OpenStreetMap TeamSpeakerSharing your GeoSpatial Models, MLOps Architecture in fAIr—
Kshitij Raj Sharma—SpeakerGlobal Open Mapping Gurus: Leveling Up the Future of Open Mapping!—
Kunihiko Hirosawa—SpeakerDemocratizing Urban Development: The Potential of The Urban Digital Twin Platform "Machi Space®"—
Kunihiko Hirosawa—SpeakerApplied Technology Co., Ltd.: An Innovation Company Transforming Challenges into Value—
Kyle BarronDevelopment SeedSpeakerFast, interactive, customizable raster data visualization in Python & the browser with deck.gl-raster—
Kyle BarronDevelopment SeedSpeakerBrowser-based raster reprojection with GPU-accelerated pixel resampling—
Kyle WaiteEukaryaSpeakerThree Rewrites and a Standard: A Year Inside Re:Earth Flow—
Kyle WaiteEukaryaWorkshopFrom Raw Data to Insight: Hands-On Geospatial Workflows with Re:Earth Flow—
Kyoungsook Kim—WorkshopManaging Dynamic Geospatial Data with OGC API–Moving Features—
Leen D'hondtHumanitarian OpenStreetMap TeamSpeakerThe Power of Local Connections for Social Impact in a Technocratic World: Experiences from HOT—
Léo Martial—SpeakerFrom CityGML to Game Engine: A Reproducible Open-Source Pipeline for Interactive 3D Urban Environments Using PLATEAU, Blender, and Godot—
Liina Hints—SpeakerComparing uncertainty quantification methods for Random Forest-based digital soil mapping—
Lorenzo Natali—WorkshopIntroduction to MapStore: Open Source Webmapping Made Simple—
Lorenzo Natali—WorkshopMapStore, Development of an Extension—
Lorenzo Natali—SpeakerState of MapStore—
Lorenzo Natali—SpeakerExplore open-source tools to create digital urban models for MapStore—
Luca DelucchiFondazione Edmund MachSpeakerDigiAgriApp, 2026 updates—
Lucy BastinAston UniversitySpeakerData4Land - reproducible open-source tool for enrichment of land-use/land-cover rasters and connectivity maps.—
Luis Caezar Ian Panganiban—WorkshopAn end-to-end ocean renewable energy exploration using open source geospatial technologies.—
Luis Caezar Ian Panganiban—SpeakerDeveloping an ocean renewable energy platform with FOSS4G—
Luis Calisto—SpeakerWoSIS: Global soil information service powered by open source tools.—
Luis Calisto—WorkshopGraphQL meets PostGIS: a spatial API workshop—
Luis Calisto—WorkshopDiving into pygeoapi Workshop—
Luís M. de Sousa—SpeakerThe state of GeoPlegma—
Luís M. de Sousa—WorkshopDiving into pygeoapi Workshop—
Luke Parkinson—SpeakerDevelopment of an open-source analytical Digital Twin framework for environmental modelling and management—
Maher Alhamoui—SpeakerExtending Reearth CMS with API-First Design and Developer-Friendly Data Workflows—
Maisarah—SpeakerGIS-Based Walking Map Isochrones in Measuring Transit Catchment: A Spatial Approach to Urban Accessibility—
Mami EnomotoPacific Consultants Co., LtdSpeakerBuilding an MCP Server Ecosystem on Japan's National-Scale Geospatial Open Data Platform—
Marcel WallschlägerLeibniz Centre for Agricultural Landscape Research (ZALF)SpeakerProject Update (GeoNode-k8s)—
Marcel WallschlägerLeibniz Centre for Agricultural Landscape Research (ZALF)SpeakerExtending GeoNode as a Foundation for Research Data Management Infrastructures in Agricultural Research—
Marco Bernasocchi—SpeakerConnecting the dots around QGIS—
Marco Bernasocchi—WorkshopQField & QFieldCloud: Hands-On Fieldwork Workshop—
Marco Bernasocchi—SpeakerMapping the World, Empowering People with QField’—
Marco Bernasocchi—SpeakerQGIS "Ask me Anything" session—
Marco Hugentobler—SpeakerQGIS Web Client (QWC) - project status and new developments—
Marek Wyszyński—SpeakerMachine Learning for Terrain Traversability Mapping: Accuracy, Uncertainty, and Data Limitations—
Maria Cecilia Vega CorredorUniversity of CanterburySpeakerOpen-sourcing the ivory tower, or how to remove barriers between scientific modelling and communities through open-source software—
Marija ErcegovacRockupSpeaker50 Lines of Python: Neighborhood DNA from Overture Maps Places—
Markus TremmelRohde & SchwarzSpeakerBeyond Shapefile: A Taxonomy of Modern Geospatial Data Formats—
Markus TremmelRohde & SchwarzSpeakerFrom Cloud to GPU: Inside the Modern Vector Tile Rendering Pipeline—
Martin Desruisseaux—SpeakerApache SIS for integrated metadata, referencing and grid coverage services—
Martin Desruisseaux—SpeakerOGC/ISO standards for CRS: a look back and a look ahead—
Maryam MontazerolghaemEP RiskWorkshopVisualising Future Climate Projections with Open-Source Python (From CMIP6 Data to Interactive Web Maps)—
Masahiro ToriiNagasaki Prefectural Nagasaki Higashi High SchoolSpeakerPreserving Memory with Re:Earth: Nagasaki Higashi High School, and the Atomic Bomb Drawings Project ( Nagasaki Higashi High School ×Motomachi High School)—
Masashi Katsumata—WorkshopBuild Mobile Map Apps with MapConductor (Android & iOS Workshop)—
Masashi Katsumata—SpeakerMapConductor: An Interoperability Layer for Mobile Map SDKs—
Matheus Klein Flach—SpeakerGeoSDC: A Spatial Data Infrastructure to support geological risk management in Santa Catarina State, Brazil—
Matthew Hanson—SpeakerOpen Geo Embeddings: Models, Representations, and Systems—
Matthew Hanson—SpeakerBeyond Metadata Search: STAC, Vector Embeddings, and GeoAI—
Matthew Hanson—SpeakerState of STAC: From Specification to Infrastructure—
Matthew WilsonUniversity of CanterburySpeakerDevelopment of an open-source analytical Digital Twin framework for environmental modelling and management—
Matthew WilsonUniversity of CanterburySpeakerFloodA5: An Open-Source Framework for Flood Modelling on an Equal-Area Pentagonal DGGS—
Matthew WilsonUniversity of CanterburySpeakerOpen-sourcing the ivory tower, or how to remove barriers between scientific modelling and communities through open-source software—
Mattia Giupponi—SpeakerState of GeoNode—
Mattia Giupponi—WorkshopIntroduction to GeoNode—
Mauricio MarinoSecretariat of Protection and Civil DefenseSpeakerGeoSDC: A Spatial Data Infrastructure to support geological risk management in Santa Catarina State, Brazil—
Maxim Dubinin—SpeakerQGIS + VS Code = DevTools—
Maxim Dubinin—SpeakerThe #1 plugin for QGIS—
Maxim Dubinin—WorkshopNextGIS Web for QGIS teams: from deployment to collaboration—
Mayumi Mizobuchi—SpeakerScaling Open 3D City Models: Implementation and Validation of an AI-driven Automated Generation Tool “AI City Model Maker beta version”—
Mayurachat SaechanMoldable StudioSpeakerDesigning Web Map Experiences Beyond Too Much Data and Too Little Time with Intelligent AI Processing—
Michael SmithUS Army Corps of EngineersSpeakerState of PDAL—
Michal ZugajewiczEnviroSolutionsSpeakerSLA4GIS: international association of organizations providing technical support for OpenSource GIS—
Michelle RobyRadiant EarthWorkshopCloud Native Geospatial for Earth Observation—
Michi OkadaEukaryaSpeakerPreserving Memory with Re:Earth: Nagasaki Higashi High School, and the Atomic Bomb Drawings Project ( Nagasaki Higashi High School ×Motomachi High School)—
Mikko TamuraHumanitarian OpenStreetMap TeamSpeakerGlobal Open Mapping Gurus: Leveling Up the Future of Open Mapping!—
Minjeong, KIMMeissaSpeakerRendering Massive Moving Points at 60fps on CesiumJS: Real-Time Dynamic Vector Rendering with GPU Textures—
Misaki Baba—SpeakerFour Conditions for Global 3D City Model Adoption—
misako uenoSOCO Co., LtdSpeakerQuality Control Leveraging the Characteristics of Proprietary and Open-Source GIS: Discrepancies in Topology Validation and Strategic Selection—
Mitsuha Miyake—SpeakerBridging the Gap: Practical Spatial Partitioning of GeoParquet in an Evolving Ecosystem—
Mohammed ZAHRAN—SpeakerMapping for Municipal Revenue: Geospatial Upgrades to Local Governments Revenue Systems in Zanzibar—
Muhammed Oguzhan Mete—SpeakerA Comprehensive Disaster Risk Analysis Model with GeoAI—
Nabilah Naharudin—SpeakerApplication of SUMO in Simulation of Optimized Traffic Light Timing derived using Artificial Neural Network and GIS—
Nan SiNTT DATASpeakerApplying OSS “Ouranos GEX”: Lessons from PoC and the Path to Java-Based Development—
NAOYA SUGIMOTOShizuoka PrefectureSpeakerThe Challenge of Open Point Cloud Data: What has a local government brought to our communities?—
Narathorn Noophum—SpeakerBridging LLM and GIS via Model Context Protocol for Conversational Flood Data Analysis—
Narcélio de Sá—SpeakerScaling Geospatial Communities: 16 Years of QGIS Brazil and the Path to LATAM 2024—
Narcélio de Sá—SpeakerThe Map of Our History: The Journey of OSGeo Brazil—
Narcélio de Sá—SpeakerFrom Legacy Data to National Standards: Preparing a Brazilian City for Federal Interoperability with FOSS4G—
Narcélio de Sá—SpeakerBridging the Language Gap: How the QGIS Brazil Community Drives Open Source Adoption in the Global South.—
Narumasa Tsutsumida—SpeakerEliminating Temporal Misalignment in SAR Flood Detection with a ConvLSTM-Siamese Approach Using Sentinel-1 Time Series—
Narumasa Tsutsumida—SpeakerRectangular vs Hexagonal Grid Tessellation for Spatial Analysis of Invasive Species: A Case Study of Aromia bungii in Saitama, Japan.—
Narumasa Tsutsumida—SpeakerAitchison-Loss Training with Geospatial Embeddings Sharpens Compositional Land-Cover Maps—
Narumasa Tsutsumida—Speakerlandlensdb: A Python Package for Managing Proximity Sensing Imagery—
Narumasa Tsutsumida—SpeakerRegional 10-m Mapping of Forest Foliage Height Diversity in Hokkaido, Japan, Using GEDI and Foundation-Model Satellite Embeddings—
Nathan McEachen—SpeakerTowards a Spatial Knowledge Mesh: A Metamodel for Federated and Interoperable Spatial Knowledge Graphs to Enable Geospatial Awareness, Integrity, Provenance, and Trust in Large Language Models—
Nathan McEachenTerraFrameWorkshopBuilding Geospatially Aware LLM Agents with Spatial Knowledge Graphs and Discrete Global Grid Systems—
Nathan McEachen—SpeakerMethods for Introducing Geospatial Awareness to Large Language Models with Integrity, Provenance, and Trust through Open Standards and Open Source—
Natpakal Maneerat—SpeakerIdle-Aware Geo-Processing Scheduler: Auto-Scaling Workers for Cloud-Native Geospatial Processing—
Nattacha TheeranaewMoldable StudioSpeakerWhen Maps Are Not Enough: Exploring ‘Spatial Narrative Interfaces’ for Geospatial Insight—
Nguyen Van ThienApplied Technology Co., LtdSpeakerDigital Transformation in Railway Infrastructure—
Nguyen Van ThienApplied Technology Co., LtdSpeakerDemocratizing Urban Development: The Potential of The Urban Digital Twin Platform "Machi Space®"—
Nick Bearman—WorkshopIntroduction to Using R as a GIS—
Nick Bearman—SpeakergitRmap / “Guitar Map”- Easy Maps for Git users—
Nick Forbes-Smith—SpeakerState of TerriaJS—
Nicolas BozonMapTilerSpeakerTurning Japan’s Open Data into a Modern Web Map—
Nikola Kranjčić—SpeakerIntegrating Machine Learning with Open-Source GIS for Reproducible High-Resolution Terrain Classification and Hazard Mapping from UAV LiDAR Data—
Nimalika Fernando—SpeakerMaking drainage engineers' life easy: A culvert designers plug-in for QGIS—
Nimit Bhandari—SpeakerCombining DuckDB, MapLibre GL JS, and AI for Browser-Native Map Visualization—
Noboru OtsukaGeoloniaSpeakerDetecting Quarry Pond Remnants on a Japanese Island Heritage Site Using Sentinel-2 Imagery and Open-Source Remote Sensing Tools—
Noboru OtsukaGeoloniaSpeakerA Self-Hostable Open-Source Geospatial Platform for Small Teams, with Natural Language Querying via MCP—
Noboru OtsukaGeoloniaSpeakerA Systematic Comparison of RAG Architectures for Geographic POI Question Answering Using OpenStreetMap Data—
Nobusuke IwasakiTottori UniversitySpeakerExamining the Relationship Between Tatara Iron Production and Grassland Distribution in Western Japan: An Open Geospatial Approach to Historical Landscape Analysis—
Noh Jaehyuk—SpeakerBuilding Digital Twins with Open-Source mago3DTiler & mago3DTerrainer—
Noh Jaehyuk—SpeakerIwfgara: Visualizing Numerical Weather Prediction Data in an Open Source Web-based 3D GIS—
Numa GremlinggeoSYSSpeakerLeaflet 2.0 is coming – it’s official!—
Numa GremlinggeoSYSWorkshopQGIS Programming without Prior Python Knowledge—
Numa GremlinggeoSYSWorkshopDeveloping a QGIS Plugin—
Numa GremlinggeoSYSWorkshopGetting Started with Leaflet 2.0 - Creating Web Maps Made Simple—
Numa GremlinggeoSYSSpeakerQGIS 4 is coming and my plugins will break—
Nuno OliveiraGeoSolutionsSpeakerOperating Maritime AIS at Enterprise Scale with GeoServer—
Nuttawoot Rungsirirak—SpeakerThe Paradox of Convenience: Decoding the Hidden Risks of OGC API and Architecting for Sustainable Control—
Omran NAJJAR—SpeakerSharing your GeoSpatial Models, MLOps Architecture in fAIr—
Pajarinee Songthammarati-bitzSpeakerTrustChain: Implementing the OGC Identity–Provenance–Trust Framework as an Open-Source Geospatial Pipeline—
Pakpoom Najanthom—SpeakerTitle: Natural Language Querying of STAC Catalogs Using LLMs for Geospatial Visualization—
Panupong PromklumMoldable StudioSpeakerExpanding Map Perception: Designing Inclusive Experiences for Colorblind Users—
Patrícia Iribarrem—SpeakerBig Company Habits Meet Open Source Reality: Lessons from Five Months at GeoCat—
Paul van Genuchten—WorkshopDiving into pygeoapi Workshop—
PEERANAT PRASONGSUK—SpeakerFrom Chaos to Confidence: Practical DataOps with COG Optimization and Great Expectations for National-Scale Agriculture.—
Pete GadomskiDevelopment SeedSpeakerThe modern STAC software ecosystem—
Pete GadomskiDevelopment SeedWorkshopFrom Ingestion to Access Control: Building a Production STAC API with eoAPI—
Peter SmytheAfriGISWorkshopQuickstart to GeoServer development using a pre-built Docker environment—
Phanukorn Kongphet—SpeakerBreaking the Browser’s Limit: High-Performance Spatial Analytics with GeoArrow & DuckDB—
PiPPromet i prostor d.o.o.SpeakerpipGIS: Cloud‑native Web GIS Platform for Municipal Workflows—
Pirmin KalbererSourcepoleSpeakerInteractive web mapping with Equal Earth projection—
Piyush Chauhan—SpeakerCombining DuckDB, MapLibre GL JS, and AI for Browser-Native Map Visualization—
Piyush ChauhanEukaryaWorkshopTaking an AI Agent Apart: Learn How LLM × GIS Agents Work by Building One—
Pramet Kaewmesri—SpeakerEstimation of Soil Organic Carbon and Total Nitrogen in Thailand's Rubber Plantations Using Multispectral Imagery and Machine Learning Algorithms—
Prativa ThapaKathmandu UniversitySpeakerWomen in Geospatial: My Journey Using OpenStreetMap for Engineering Solutions—
Raksina Maneechan—SpeakerBeyond the Pixels: A PM’s Perspective on "Data Transition" – Transforming Satellite Imagery into Actionable Disaster Solutions—
Raymond LayMIERUNESpeakerSeamlessly Compare Maps on QGIS with the QMapCompare Plugin—
Raymond LayMIERUNEWorkshopAdvanced QGIS Plugin Workflows: Automatic Release, Security, and Modern Multi-language—
Raymond LayMIERUNESpeakerKumoy: Turn your QGIS Maps into Cloud-Native—
Raymond LayMIERUNEWorkshopIntroduction to Kumoy: Publish QGIS maps to the cloud and collaborate in a few clicks—
RED (XU CONG)—SpeakerBeyond the Map: Designing GIS to Help People Understand the Places They Live—
Rhys EvansCentre for Environmental Data Analysis (CEDA)SpeakerESGF Next Generation—
Rhys StewartAuchindownWorkshop【CANCELLED】Advanced PostGIS: Beyond the basics.—
Ricardo Garcia Silva—SpeakerNew OGC API Plugins on the Block—
Rishika Jerath—SpeakerFrom Data to Insights: Decision-Support tool application with the Goa Agriculture Department—
Risto IlvesNational Land Survey of FinlandSpeakerUpdating National Terrain Model in Finland—
Robert Cheetham—SpeakerWhat Could Possibly Go Wrong? A Practical Security Review of Popular Open-Source GIS Libraries—
Rosa AguilarUniversity of TwenteWorkshopGeoAI Level Up: Deep Learning and Spatial Data Preparation with QGIS.—
Rosa AguilarUniversity of TwenteSpeakerReproducibility in geospatial research: a case study.—
Rudolph PeraltaArupSpeakerUsing AI and Digital Twin in Solving One of the World’s Most Plastic Polluting River—
Ryo Horiike—SpeakerLinking provider catchment and SaTScan risk clusters for evidence-based public health nursing in Japan—
Ryo Namiki—SpeakerLeveraging Open Geospatial Data in Journalism: Visualization and Analysis Workflows at Nikkei Visual Data—
Ryo SuzumotoArkEdge SpaceSpeakerFrom Satellite Data to Actionable Geospatial Applications: Building ArkEdge Insights with Open Source Technologies—
Ryohei Senzaki—SpeakerLeveraging Open Geospatial Data in Journalism: Visualization and Analysis Workflows at Nikkei Visual Data—
Ryosei UedaOsaka Metropolitan UniversitySpeakerA Pipeline for Low-Cost Wide-Area 3D Mapping Using LiDAR-Equipped Mobile Devices and Open Data—
Ryosuke Aoki—SpeakerPortable Spatial-Semantic RAG for 3D City Models Using DuckDB—
Ryosuke Aoki—SpeakerA Map-First Conference Guide App with MapLibre for FOSS4G Hiroshima 2026—
Saba ZehraUniversity of WashingtonWorkshopVisualising Future Climate Projections with Open-Source Python (From CMIP6 Data to Interactive Web Maps)—
Saber RazmjooeiLutra ConsultingWorkshopField data collection with QGIS and Mergin Maps—
Saeko Ohta—SpeakerMultivariate Spatio-Temporal Modeling for Regional GIS Data: A Statistical Framework for Analyzing Multidimensional Spatial Interactions—
Sajjad AnwarDevelopment SeedSpeakerOpen Standards and Tools to Accelerate Global Crisis Response—
Sajjad AnwarDevelopment SeedSpeakerThe Great Retooling—
Sakurako TsunenariEukaryaSpeakerFour Conditions for Global 3D City Model Adoption—
Sam WoodcockHumanitarian OpenStreetMap TeamSpeakerSharing your GeoSpatial Models, MLOps Architecture in fAIr—
Sam WoodcockHumanitarian OpenStreetMap TeamSpeakerUsing Building Exposure Taxonomies in HOT Workflows—
Sam WoodcockHumanitarian OpenStreetMap TeamSpeakerCity-scale imagery generation using a handful of cheap consumer drones—
Sander SchamineeGeoCat BVSpeakerFinding(!) and publishing data, simplified with GeoCat Bridge—
Sanja ŠamanovićUniversity NorthSpeakerDetecting Stable Urban Heat Island Signals in Satellite Land Surface Temperature Time Series: A Case Study of Zagreb, Croatia—
Sarawut NinsawatAsian Institute of TechnologySpeakerEnd-to-End Deep Learning Analysis Pipeline for Early-Season Crop Mapping using Sentinel Data and Continuous Wavelet Transforms—
Satoru NishioMIERUNESpeakerIntroduction to Point Tiler: A tool for converting large-scale point cloud data into 3D Tiles and its implementation methods—
Satoshi Alex Tanaka—WorkshopServing Map Tiles from a Raspberry Pi: A Portable Tile Server Workshop—
Satoshi Kitashima—SpeakerDeveloping a QGIS Plugin for Urban Structure Evaluation—
Seabilwe Pontso Leah TilodiKartozaSpeakerTraining without Barriers: Lessons for Building Geospatial Capacity—
Seong-Yun HongKyung Hee UniversitySpeakerMaintaining a small research tool: Experiences from the R package seg—
Seongmin Choi—SpeakerMaking OGC IndoorGML 2.0 Web-Ready: API – IndoorFeatures with IndoorJSON—
Seungmin KwonGaia3DSpeakerVoxelization. Cubing 3D Space for Machine.—
Shichao Wang—SpeakerMapping Nearshore Cladophora in Lake Ontario: An Automated Open-Source Sentinel-2 Workflow and Experimental Index Derivation—
Shingo YAMASHITAMinistry of the Environment, JapanSpeakerOpen Vector Tiles for the Actual Vegetation Map 2024 and Launching the Satellite-based Vegetation map 2030—
Shinsuke NakamoriMIERUNESpeakerServerless Watershed Extraction: Benchmarking Zarr vs COG for Large-Scale Flow Direction Data—
Shota FuruyaInstitute for Sustainable Energy PoliciesSpeakerParticipatory Renewable Energy Zoning Using QGIS and Open Data: A Case Study in Urahoro, Hokkaido—
Shota Yamamoto—SpeakerTool Selection for Detailed Accessibility Analysis Using GTFS Data: The Case of the Yamagata Urban Area—
Shriharsh Shinde—SpeakerEnsuring Tile Quality in MapLibre Through Automated Testing and CI—
SHUBHAM SHARMA—WorkshopMicrowave Image Processing: Exploring realms of Earth through spaceborne Radars using Python—
Shun MurakamiEarthBrain Inc.Speaker3D Digital Twins for Temporary Roads: Leveraging CesiumJS and LandXML on WebGIS—
Simon NitzWhanganui District CouncilSpeakerGeoReports Web Application—
Simone GiannecchiniGeoSolutionsSpeakerHow GeoSolutions supports GeoServer, GeoNode and MapStore—
Simone GiannecchiniGeoSolutionsSpeakerServing earth observation data with GeoServer: addressing real world requirements—
Simone GiannecchiniGeoSolutionsSpeakerSupporting precision farming with GeoServer: past experiences and way forward—
Sirayai-bitzSpeakerLess to Think About: Bridging the Usability Gap in Geospatial Platforms—
Siriwat Suttipanyo—SpeakerBuilding Modern GIS Applications on Cloud Native Infrastructure—
Siriya Saenkhom-orVallaris MapsSpeakerRethinking Feature Data Services: A Composable Architecture for Geospatial APIs—
sittichai choosumrongNaresuan UniversitySpeakerEnd-to-End Deep Learning Analysis Pipeline for Early-Season Crop Mapping using Sentinel Data and Continuous Wavelet Transforms—
So Sakabe—SpeakerDeveloping Rendering Effect Extensions as a GIS Beginner—
Sohee Kang—SpeakerFrom field data collection to web-based analysis and sharing : building the PINOGIO geospatial platform with open-source technologies—
Song Pyo Hong(Spatial Information Industry Promotion Agency)Spatial Information Industry Promotion AgencySpeakerV-World Platform Enhancement for Digital Twin–Based Geospatial Services—
Sotaro SakaiNikkeiSpeakerLeveraging Open Geospatial Data in Journalism: Visualization and Analysis Workflows at Nikkei Visual Data—
Staf SmithRight Place GeoSpeakerA cultural database for down to earth users: open source maps, media, and design in Indigenous Australia—
Stefano BovioGeoSolutionsSpeakerState of MapStore—
Stefano BovioGeoSolutionsWorkshopMapStore, Development of an Extension—
Stefano BovioGeoSolutionsSpeakerExplore open-source tools to create digital urban models for MapStore—
Stefano BovioGeoSolutionsWorkshopIntroduction to GeoNode—
Stefano BovioGeoSolutionsSpeakerGeoNode: Use Cases & Custom Applications—
Stefano BovioGeoSolutionsSpeakerState of GeoNode—
Stefano BovioGeoSolutionsWorkshopIntroduction to MapStore: Open Source Webmapping Made Simple—
Stéphane Malta e Sousa—SpeakerGeoGirafe: a community-driven WebGIS built plugin by plugin—
Stephanie May—SpeakerTeaching AI to Contribute to Open Source: Lessons from MapLibre Agent Skills—
Stephanie MayUniversity of WashingtonWorkshopCustom tile servers with MapLibre/Martin/Planetiler - base and overlays Workshop—
Stephanie May—SpeakerA New Approach to MapLibre Style Editing—
Sterling QuinnCentral Washington UniversitySpeakerGlobal contributors, local maps: the story of OpenStreetMap in a small town—
Steve LiangUniversity of CalgarySpeakerThe State of OGC SensorThings API—
Subhash DullaMicrosoftSpeakerEyes-Free Navigation: OSM-Powered Spatial Audio and AI Navigation for Visually Impaired Users.—
Sultan Hasan Alsultan—SpeakerGreen Infrastructure Baseline using Open-Source Geospatial Data for Dammam, Saudi Arabia—
Suzu ShimokawaWaseda UniversitySpeakerEfficient Search and Set Operations for Spatial IDs—
Taehoon KimAISTWorkshopManaging Dynamic Geospatial Data with OGC API–Moving Features—
Taichi Furuhashi—SpeakerBetween Sacred Tradition and Urban Form: An OpenStreetMap-Based Analysis of Church Orientation Patterns in Milan—
Taiki WatanabeGeoTechnologies, IncSpeakerValuable Data, Open Tools: GeoTechnologies and the Future with FOSS4G—
Taiyu YoshizawaMIERUNESpeakerKartore: A Style Editor and Toolkit for MapLibre—
Takahiro EndoAssociation for Promotion of Infrastructure Geospatial Information Distribution (AIGID)SpeakerBreaking the Barriers: Using Generative AI for Global Geospatial Data Accessibility—
Takashi Nojima—SpeakerWave-like Propagation Heatmap from Discrete Data Using Geospatial Indexing Methods—
Takashi Nojima—SpeakerBuilding National-Scale WebGIS Using Open Source Geospatial Pipelines—
Takashi OguchiUniversity of WashingtonSpeakerImplementation and evaluation of geography education using QGIS for Japanese high school students—
Takatora Bito—SpeakerExamining the Relationship Between Tatara Iron Production and Grassland Distribution in Western Japan: An Open Geospatial Approach to Historical Landscape Analysis—
Takehisa Yamakita—SpeakerFeasibility to detect rapid change and disappearance of seagrass: Lessons from nearly 80 years of vegetation change in the Ako, Seto Inland Sea, Japan—
Takuro Ogura—SpeakerImplementation and evaluation of geography education using QGIS for Japanese high school students—
Tanaporn Songprayad—SpeakerEnd-to-End Satellite Data Pipeline: Airflow Orchestration, Zarr Storage, and LandTrendr Analysis—
Taosheng QiuEukaryaSpeakerTesting PLATEAU Pipelines in Re:Earth Flow When Topology Doesn't Survive—
Taro MatsuzawaGeoloniaWorkshopCustom tile servers with MapLibre/Martin/Planetiler - base and overlays Workshop—
Tatsuya NakaJR West Japan Consultants CompanySpeakerDigital Transformation in Railway Infrastructure—
Tetsu Sasaki—SpeakerRegional 10-m Mapping of Forest Foliage Height Diversity in Hokkaido, Japan, Using GEDI and Foundation-Model Satellite Embeddings—
Thana Wannasang—SpeakerArchitecture design and API development for geospatial backend in Large-Scale forest and land monitoring platforms—
Thantham Khamyai—SpeakerEnd-to-End Deep Learning Analysis Pipeline for Early-Season Crop Mapping using Sentinel Data and Continuous Wavelet Transforms—
Thomas Tilak—SpeakerFrom Projects to Products: Operating Open Geospatial Data as a Regional Public Good in the Pacific—
Tiago Antonelli—SpeakerGeoSDC: A Spatial Data Infrastructure to support geological risk management in Santa Catarina State, Brazil—
Tina OdakaIfremerSpeakerGrid4Earth: An open-source Python ecosystem for geospatial data integration on the ellipsoidal HEALPix DGGS—
Tobia Di PisaGeoSolutionsSpeakerState of MapStore—
Tobia Di PisaGeoSolutionsWorkshopIntroduction to MapStore: Open Source Webmapping Made Simple—
Tobia Di PisaGeoSolutionsSpeakerExplore open-source tools to create digital urban models for MapStore—
Tobia Di PisaGeoSolutionsWorkshopMapStore, Development of an Extension—
Toki Hirose—SpeakerPedestrian Trajectory Mapping with MapLibre and OpenCV from Videos—
Tom KralidisMeteorological Service of CanadaWorkshopDoing Geospatial with Python—
Tom KralidisMeteorological Service of CanadaSpeakerOSGeo and OGC MoU update—
Tom KralidisMeteorological Service of CanadaSpeakerpycsw project status—
Tom KralidisMeteorological Service of CanadaWorkshopDiving into pygeoapi Workshop—
Tom KralidisMeteorological Service of CanadaSpeakerpygeoapi project status—
Tomáš Fedor—SpeakerUsing WRF-UCM as Boundary Forcing for Microscale Models in Data-Scarce Urban Environments—
Tomaž Šturm—SpeakerFrom Zero to Mapping Mojo: Teaching QGIS Through Hands-On Workshops—
Tomaž Šturm—SpeakerOne Project, All Views: QGIS Map Themes—
Tomaž Šturm—WorkshopField data collection with QGIS and Mergin Maps—
Tomaž ŽagarGeodetic Institute of SloveniaSpeakeri.hyper: processing hyperspectral imagery in GRASS—
Tomaž ŽagarGeodetic Institute of SloveniaSpeakerFrom Spatial Database to Public Accessibility Viewer: Open-Source Geospatial Support for Inclusive Mobility Planning in Slovenia—
Tomaž ŽagarGeodetic Institute of SloveniaWorkshopPoint-Cloud Acrobatics: From Raw LiDAR to Stunning 3D Visuals—
Tomoaki Hoshino—SpeakerHearing the Map: Spatial Audio as a New Dimension in Web GIS—
Tomohiro AkiyaEukaryaSpeakerAwakening Dormant Geospatial Data: Structuring Large-Scale Government Documents with LLM—
Tomohiro SHIMIZU—SpeakerDigital Transformation in Railway Infrastructure—
Tomoro Saito—SpeakerEfficient Search and Set Operations for Spatial IDs—
TonyLiu—SpeakerMapping Nearshore Cladophora in Lake Ontario: An Automated Open-Source Sentinel-2 Workflow and Experimental Index Derivation—
Toshikazu SetoKomazawa UniversitySpeakerSpatiotemporal Analysis of OpenStreetMap Editing Activities in Japan Using the OSMCha—
Toshiya Kunou—WorkshopIntroduction to Kumoy: Publish QGIS maps to the cloud and collaborate in a few clicks—
Toshiya KunouMIERUNESpeakerA Japanese Company’s Journey in Building the QGIS Community—
Toshiya Kunou—WorkshopAdvanced QGIS Plugin Workflows: Automatic Release, Security, and Modern Multi-language—
Umi ShogakiPASCOSpeakerBuilding Cloud-Native Basemaps with PMTiles—
Vicky Vergara—WorkshoppgRouting basic workshop—
Vicky Vergara—SpeakerpgRouting project status—
Vinuri Piyathilake—SpeakerShared Landscapes, Shared Futures: Visual Landscape Evolution Modelling for Community Stewardship—
Waqas Zulfiqar—SpeakerBeyond the Map: Designing GIS to Help People Understand the Places They Live—
Wijae Cho—WorkshopManaging Dynamic Geospatial Data with OGC API–Moving Features—
William JonesAuspatiousSpeakerData Dashboards with Provenance using Cloud-Native Geospatial Processing—
Woody ChangEukaryaWorkshopRe:Earth CMS in Action: Build a Map-Based Reporting App—
Worrathep SomboonrungrodSculpturetech Company LimitedSpeakerElevating Geospatial Cloud-Native Platforms : End-to-End Observability with Geospatial Observation Stack—
Xiandong Cai—SpeakerLearning with Spaceborne LiDAR for Enhancement of Bare-Earth Digital Elevation Models from Global Data—
Xinrui Zheng—SpeakerCapturing park-use behavior patterns using volunteered street view imagery: Does the likelihood increase with the volume of contributions?—
Yann Chemin—Speakeri.hyper: processing hyperspectral imagery in GRASS—
Yasser KamelEukaryaSpeakerExtending Reearth CMS with API-First Design and Developer-Friendly Data Workflows—
Yasunori KirimotoMIERUNESpeakerAmazon Location Service Plugin for QGIS: Basemaps, Geocoding, and Routing—
Yasuto FURUKAWAMIERUNESpeakerFrom 6 People Classroom Meetup to 100 people Regional Conference: 16 Years Building an Open FOSS4G Community in Hokkaido—
Yayoi OdaJR West Japan Consultants CompanySpeakerDigital Transformation in Railway Infrastructure—
Yeonjun Kim—WorkshopPractical Spatial Data Science with Python: From Geospatial Analysis to Interactive Web Maps—
YimYooYeolGaia3DSpeakerIntegration of Numerical Weather Prediction Models: A 3D Spatial Information Approach—
Yoichi Kayama—SpeakerCurrent status and challenges of FOSS4G's Japanese localization—
Yoshihiro Shibuo—SpeakerA Practical Workflow for Reusing Proprietary Stormwater Model Data in Open-Source GIS Using CSV and SWMM Formats with Giswater—
Yoshinori YamazakiEukaryaWorkshopTaking an AI Agent Apart: Learn How LLM × GIS Agents Work by Building One—
Yoshinori YamazakiEukaryaWorkshopRe:Earth CMS in Action: Build a Map-Based Reporting App—
YOUNGWOOK YIMGaia3DSpeakerDevelopment of a Wildfire Fireline Visualization Pilot System and Its Enhancement Plan Using Open-Source GIS Technologies—
Yugo KanoKyoto UniversitySpeakerEfficient Search and Set Operations for Spatial IDs—
Yuhi YamamotoHokurenSpeakerCurrent GIS Applications in Hokkaido Agriculture and Hokuren's FOSS4G Initiatives with QGIS—
Yui Matsumura—SpeakerBuilding an AI Map Agent with Self-Hosted Planet-Scale OSM and Tiny LLMs—
Yui Matsumura—WorkshopCustom tile servers with MapLibre/Martin/Planetiler - base and overlays Workshop—
Yuji KobayashiOrbitalnet, IncSpeakerDINO-EdgeQuery: Edge-First Polygon Decoding for Building Footprint Extraction from Satellite Imagery—
Yuji KobayashiOrbitalnet, IncSpeakerOrbitalnet : Enabling Geospatial Intelligence Architecture—
YUKI MURAKAMIAsia Air Survey Co., Ltd.SpeakerIntroduction to Our Company and Our Booth (Asia Air Survey)—
Yuri Astrakhan—SpeakerThe state of MapLibre: ecosystem update—
Yuri Astrakhan—SpeakerState of the MapLibre Tile Format—
Yuri AstrakhanRivianWorkshopCustom tile servers with MapLibre/Martin/Planetiler - base and overlays Workshop—
Yuriko Yazawa—SpeakerImplementation and evaluation of geography education using QGIS for Japanese high school students—
Yusuke Koike—SpeakerThe Challenge of Open Point Cloud Data: What has a local government brought to our communities?—
Yuta SatoUniversity of WashingtonSpeakerCity2Graph: Open Source Python Library for GeoAI with Graph Neural Networks—
Yuta SatoUniversity of WashingtonWorkshopGeoAI in Practice: From Geospatial Data to Graph Neural Networks with City2Graph—
Zulfikar Akbar MuzakkiKartozaSpeakerFrom Binary to Web Maps: Teaching GIS Programming in the Kartoza Internship—
中嶋達也—SpeakerEliminating Temporal Misalignment in SAR Flood Detection with a ConvLSTM-Siamese Approach Using Sentinel-1 Time Series—

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