networks, such as road networks, transit systems, and bike lanes, are a key application. It helps to optimize routes, identify chokepoints, and plan for future growth.In addition, they have an important role into infrastructure assets management, such as bridges, tunnels, and pipelines. This can help to identify maintenance needs, track inspections, and plan for replacements.Another common use is for identifying suitable locations for new infrastructure projects, such as highways, airports, and transit stations, minimizing the environmental impacts and optimizing the use of resources. Furthermore, one can model and analyze the environmental impacts of those infrastructure projects, such as air and water pollution, noise pollution, and habitat destruction. This approach enables to mitigate the impacts and ensure compliance with regulations.Managing and responding to emergencies, such as natural disasters, traffic accidents, and power outages, are one of the major GIS applications. It reinforces public safety and minimizes the impact of these events [8].
Mining exploration and monitoringGIS allows for the efficient management and analysis of large amounts of spatial data, which is critical in the mining industry. GIS technology is well adapted to create detailed maps of mining sites, showing the location of ore deposits, infrastructure, and other important features. This information is further used to plan and manage mining operations, as well as to identify potential areas for further exploration [9].Spatial analysis techniques, such as geostatistics, help to analyze and model mining data, including geologic and geochemical data, to identify patterns and trends. These analyses can help to optimize the location of mining operations, reduce costs, and increase the accuracy of mineral resource estimates.In addition, GIS and spatial analysis are fitted for environmental monitoring, such as tracking changes in vegetation, water quality, and air quality around mining sites, ensuring that mining operations are conducted in an environmentally responsible manner and to mitigate any negative impacts.
Lidar applicationsLidar (Light Detection and Ranging) is a remote-sensing technology that uses lasers to measure distances to the Earth's surface and creates highly accurate 3D models of landscapes and other features [10].GIS can be used to manage and analyze Lidar data, which can be in the form of point clouds or raster data. Point clouds are collections of 3D points that represent the surface of the Earth, while raster data are a grid of cells that represent the elevation of the Earth's surface. GIS software can process and display both types of data, allowing for analysis and visualization of Lidar-derived information.Spatial analysis techniques, such as terrain analysis, viewshed analysis, and slope analysis, permit to extract valuable information from Lidar data. For example, terrain analysis makes possible to identify areas of high and low elevation, while viewshed analysis determines the areas that are visible from a cer...