Developing Geospatial Unmanned Systems Based Resort Management Planning Tool

位于阿尔伯塔省中部的David Thompson度假村公司（DTR）接洽了SAIT的无人系统创新与研究中心（CIRUS）。作为一个不断发展的度假胜地，DTR正在寻找解决方案，以尽量减少对环境的影响，并确保人类的安全运营。该公司表示有兴趣绘制该地区的地图，以提供度假村管理、风险评估和规划方面的见解。为了应对公司的挑战，CIRUS团队将使用机器学习技术创建一个交互式数据库，该数据库可以帮助评估资源退化情况，并提供风险评估，为DTR员工的未来决策提供信息。该项目将通过各种传感器，包括光成像和测距（LiDAR）、高光谱、探地雷达（GPR）、高清摄影测量等，提供他们所持有的高精度数据。创建的数据库将通过利用CIRUS团队创建的免费和开源解决方案（FOSS）的web应用程序进行访问。

SAIT's Centre for Innovation and Research into Unmanned Systems (CIRUS) was approached by the David Thompson Resort Inc. (DTR), located in Central Alberta. As a growing resort with substantial trails, natural sites, existing grounds and structures, DTR is looking into solutions to minimize the impact of operations on the environment and ensure safe operations for humans. The company expressed interest in mapping the area to provide insight in terms of resort management, risk assessment and planning. To respond to the company's challenge, CIRUS team will create an interactive database using machine learning techniques that can aid in assessing degradation of resources and provide a risk assessment to inform future decisions by DTR staff. The project will provide highly precise data of their holdings captured through a variety of sensors including Light Imaging and Ranging (LiDAR), Hyperspectral, Ground Penetrating Radar (GPR), High Definition (HD) photogrammetry. The created database will be accessible through a web application leveraging Free and Open Source Solutions (FOSS) created by the CIRUS team.