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Cloud Optimized GeoTIFF

The Cloud Optimized GeoTIFF (COG) is a new format for raster imagery that is optimized for storing, streaming, and analyzing geospatial imagery in the cloud. The Cloud Optimized GeoTIFF is based on the GeoTIFF format but incorporates internal tiling and appropriately placed overviews so that the software application is able to fetch only those portions of the image that are needed for a certain task. Rather than fetching the whole large raster image, the GIS or remote sensing applications will simply ask for the required portions of it using HTTP range requests. The Cloud Optimized GeoTIFF is therefore ideal for cloud-native geospatial processing workflows dealing with satellite imagery, aerial imagery, DEMs, etc. The Cloud Optimized GeoTIFF files may be accessed via cloud object storage and web services and are compatible with many existing GIS and remote sensing applications.

Cloud Optimized GeoTIFF

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Cloud Optimized GeoTIFF (COG) is a geospatial raster format designed to make large imagery datasets easier to access and process over the internet. It follows the GeoTIFF standard while organizing raster data into internal tiles and reduced-resolution overviews. This structure allows GIS software, web mapping platforms, and remote sensing applications to retrieve only the image sections and resolution levels required for analysis, rather than downloading the complete file. COGs are commonly used for satellite imagery, aerial imagery, digital elevation models (DEMs), orthophotos, and other large raster datasets. They work particularly well with cloud object storage and HTTP-based services, making them an important component of modern cloud-native geospatial workflows. By minimizing unnecessary data transfers, COGs can improve imagery visualization, data delivery, and processing efficiency. Their compatibility with widely used geospatial software also makes them practical for sharing and managing large raster datasets across distributed GIS environments.

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