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The API will be designed to make LiDAR data discoverable and also provide a set of simple analysis tools and export format types (e.g.,GeoTIFF & geopackage) to aid in landscape change detection. The API will be built on an interoperable cloud-based system that will allow input of high-density LiDAR data into existing pre-processed data staging platforms and connection with an accessible online application. The project will use time series COPC LiDAR data of three case study regions in British Columbia that have experienced landscape altering events due to climate change: 1) Elliot Creek Glacial Lake; 2) Mount Robson Provincial Park; and 3) Place Glacier.\n\nThis pilot project is a collaborative effort between the Hakai Institute and GeoBC. All LiDAR and imagery data used and made available through the application has been collected and processed by the Geospatial Team at the Hakai Institute through the Airborne Coastal Observatory (ACO) program. Processed data includes LAZ files, standard orthomosaic imagery files (.tif) and associated location-specific metadata reports. The Cloud Optimized Point Clouds (COPCs) made available through the application are an extension of these LAZ format files that are optimized for cloud storage and streaming access to LiDAR point cloud data. Additionally, Cloud Optimized GeoTIFFs (COGs) are produced from the processed imagery data. COGs are a specialized format for storing and serving geospatial raster data optimized for cloud storage and web access. This format allows for efficient access to portions of the data without the need to download the entire file.","fr":"L'objectif principal de ce projet est de développer et de tester un nuage de points optimisé (COPC) évolutif pour la détection et la télémétrie par la lumière (LiDAR) et une interface de programmation d'applications (API) GeoTIFF (CoGS) optimisée pour le cloud, basés sur le Web et facilement accessibles par de nombreux groupes d'utilisateurs. L'API sera conçue pour rendre les données LiDAR détectables et fournir un ensemble d'outils d'analyse simples et de types de formats d'exportation (par exemple, GeoTIFF et geopackage) pour faciliter la détection des changements de paysage. L'API reposera sur un système interopérable basé sur le cloud qui permettra la saisie de données LiDAR haute densité dans les plateformes de stockage de données prétraitées existantes et la connexion à une application en ligne accessible. Le projet utilisera des séries chronologiques de données LiDAR du COPC concernant trois régions étudiées en Colombie-Britannique qui ont connu des événements de modification du paysage en raison des changements climatiques : 1) le lac glaciaire Elliot Creek ; 2) le parc provincial du mont Robson ; et 3) Place Glacier.\n\nCe projet pilote est le fruit d'une collaboration entre l'Institut Hakai et GeoBC. Toutes les données LiDAR et d'imagerie utilisées et mises à disposition via l'application ont été collectées et traitées par l'équipe géospatiale de l'Institut Hakai dans le cadre du programme Airborne Coastal Observatory (ACO). Les données traitées incluent des fichiers LAZ, des fichiers d'imagerie orthomosaïque standard (.tif) et des rapports de métadonnées spécifiques à la localisation associés. Les nuages de points optimisés pour le cloud (CoPC) mis à disposition via l'application sont une extension de ces fichiers au format LAZ qui sont optimisés pour le stockage dans le cloud et l'accès en streaming aux données des nuages de points LiDAR. De plus, des GeoTIFF (COG) optimisés pour le cloud sont produits à partir des données d'imagerie traitées. Les COG sont un format spécialisé pour le stockage et la diffusion de données matricielles géospatiales optimisé pour le stockage dans le cloud et l'accès Web. Ce format permet un accès efficace à certaines parties des données sans qu'il soit nécessaire de télécharger l'intégralité du fichier."},"title_translated":{"en":"Cloud-Based LiDAR Application - ELVIZ - Place Glacier, Mt. Robson, and Elliot Creek, BC","fr":"Application LiDAR basée sur le cloud - ELVIZ - Place Glacier, Mt. Robson et Elliot Creek (Colombie-Britannique)"},"xml_location_url":"https://metadata-generator-proxy.server.hakai.app/metadata/hakai/geoconnections_model_applicati_53730.xml","metadata-language":"en","metadata_modified":"2026-09-22T21:21:43.972938","frequency-of-update":"asNeeded","dataset-reference-date":[{"type":"creation","value":"2020-09-10"},{"type":"publication","value":"2025-03-31"}],"cited-responsible-party":[{"role":["custodian","distributor","owner","publisher"],"individual-name":"","organisation-name":"Hakai Institute","contact-info_email":"data@hakai.org","organisation-uri_code":"https://ror.org/02pry0c91","organisation-uri_version":"","organisation-uri_authority":"","organisation-uri_code-space":""}],"metadata-reference-date":[{"type":"publication","value":"2025-04-23"},{"type":"revision","value":"2026-06-26"}],"relationships_as_object":[],"notes_translation_method":{"en":"","fr":""},"relationships_as_subject":[],"title_translation_method":{"en":"","fr":"text translated using the Amazon translate service / texte traduit à l'aide du service de traduction Amazon"},"metadata-point-of-contact":[{"role":["custodian","distributor","owner","publisher"],"individual-name":"","organisation-name":"Hakai Institute","contact-info_email":"data@hakai.org","individual-uri_code":"","organisation-uri_code":"https://ror.org/02pry0c91","organisation-uri_version":"","organisation-uri_authority":"","organisation-uri_code-space":""},{"role":"funder","individual-name":"","organisation-name":"Tula Foundation","contact-info_email":"","individual-uri_code":"","organisation-uri_code":"https://ror.org/0029jxk29","organisation-uri_version":"","organisation-uri_authority":"","organisation-uri_code-space":""},{"role":"principalInvestigator","individual-name":"Heathfield, Derek","organisation-name":"Hakai Institute","contact-info_email":"derek.heathfield@hakai.org","individual-uri_code":"","organisation-uri_code":"https://ror.org/02pry0c91","organisation-uri_version":"","organisation-uri_authority":"","organisation-uri_code-space":"","contact-info_online-resource":""},{"role":["collaborator","editor"],"individual-name":"Weatherston, Jorin","organisation-name":"Hakai Institute","contact-info_email":"jorin.weatherston@hakai.org","individual-uri_code":"","organisation-uri_code":"https://ror.org/02pry0c91","organisation-uri_version":"","organisation-uri_authority":"","organisation-uri_code-space":"","contact-info_online-resource":""},{"role":["collaborator","editor"],"individual-name":"Denouden, Taylor","organisation-name":"Hakai Institute","contact-info_email":"taylor.denouden@hakai.org","individual-uri_code":"https://orcid.org/0000-0003-0457-1022","organisation-uri_code":"https://ror.org/02pry0c91","individual-uri_version":"","individual-uri_authority":"","organisation-uri_version":"","individual-uri_code-space":"","organisation-uri_authority":"","organisation-uri_code-space":"","contact-info_online-resource":""},{"role":["collaborator","editor"],"individual-name":"Brown, Mat","organisation-name":"Hakai Institute","contact-info_email":"mat.brown@hakai.org","individual-uri_code":"","organisation-uri_code":"https://ror.org/02pry0c91","organisation-uri_version":"","organisation-uri_authority":"","organisation-uri_code-space":"","contact-info_online-resource":""},{"role":"collaborator","individual-name":"Holmes, Keith","organisation-name":"Hakai Institute","contact-info_email":"keith.holmes@hakai.org","individual-uri_code":"https://orcid.org/0000-0001-8796-8222","organisation-uri_code":"https://ror.org/02pry0c91","individual-uri_version":"","individual-uri_authority":"","organisation-uri_version":"","individual-uri_code-space":"","organisation-uri_authority":"","organisation-uri_code-space":"","contact-info_online-resource":""},{"role":"funder","individual-name":"","organisation-name":"Natural Resources Canada","contact-info_email":"","individual-uri_code":"","organisation-uri_code":"https://ror.org/05hepy730","organisation-uri_version":"","organisation-uri_authority":"","organisation-uri_code-space":""},{"role":["collaborator","contributor","funder"],"individual-name":"","organisation-name":"GeoBC","contact-info_email":"","individual-uri_code":"","organisation-uri_code":"https://ror.org/02pry0c91"}],"included_in_data_catalogue":[{"url":"https://catalogue.cioos.ca","name":{"en":"CIOOS Catalogue","fr":"Catalogue du SIOOC"},"description":""},{"url":"https://catalogue.hakai.org","name":{"en":"Hakai Data Catalogue","fr":"Hakai Data Catalogue"},"description":{"en":"Science on the Coastal Margin","fr":"Science on the Coastal Margin"}},{"url":"https://catalogue.cioospacific.ca","name":{"en":"CIOOS Pacific","fr":"SIOOC Pacifique"},"description":{"en":"A description of the Catalogue","fr":"Une description du catalogue"}}],"keywords_translation_method":{"en":""},"unique-resource-identifier-full":[{"code":"https://doi.org/10.21966/6x1v-1v62","version":"","authority":"","code-space":""}]}}