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Research and Teaching Applications of Remote Sensing Integrated with GIS: Examples from the Field

机译:与GIS集成的遥感研究与教学应用:现场实例

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摘要

Remote sensing is used in the Spatial Sciences Institute (SSI) across the full spectrum of the organization’s teaching and research initiatives. From undergraduate to graduate classes that utilize unmanned aerial systems (UAS) in data collection and graduate courses that incorporate remote sensing for a variety of applications, including Earth observation, to applied research via the Human Security and Geospatial Intelligence (HSGI) Lab projects and work being done with One World Terrain (OWT) at the Institute for Creative Technologies (ICT) to build a fully geo-referenced 3D planetary model, SSI recognizes the need to educate students about remote sensing techniques. This paper discusses faculty involvement in conducting a pilot study for the Catalina Island Conservancy (CIC) using UAS to survey local bison and deer populations. The team utilized an autonomous fixed-wing UAS with a thermal payload to collect data for a semi-automated detection workflow integrated within a GIS successfully identifying both deer and bison. Additionally, graduate students participate in a weeklong experiential learning opportunity on Catalina Island, CA during which they develop and conduct a research project integrating UAS and other remotely sensed data with primary data collection in a Geographic Information System (GIS). By extension, the Institute then reinforces that these educational opportunities, focused primarily on data acquisition, are instrumental in supporting the geographic information systems, science, and technology experiences in many diverse fields, including (but not limited to) human security, humanitarian relief, sustainable urban and rural planning, and public health.
机译:在空间科学研究所(SSI)的整个组织的教学和研究计划中都使用了遥感技术。从在数据收集中使用无人机系统(UAS)的本科生到研究生班,以及将遥感应用于各种应用(包括地球观测)的研究生课程,再到通过人类安全和地理空间智能(HSGI)实验室项目和工作进行的应用研究SSI与创意技术学院(ICT)的一个世界地形(OWT)一起建立了完全地理参考的3D行星模型,因此SSI认识到有必要对学生进行遥感技术教育。本文讨论了教师参与如何使用UAS对卡塔利娜岛保护区(CIC)进行试点研究以调查当地野牛和鹿种群的情况。该团队利用具有热量有效载荷的自主固定翼UAS收集数据,以集成在GIS中的半自动检测工作流程中,从而成功地识别了鹿和野牛。此外,研究生还参加了在加利福尼亚州卡塔利娜岛进行的为期一周的体验式学习机会,在此期间,他们开发并开展了一项研究项目,将UAS和其他遥感数据与地理信息系统(GIS)中的主要数据收集相结合。通过扩展,研究所进一步强调,这些教育机会主要集中在数据获取上,有助于支持许多不同领域的地理信息系统,科学和技术经验,包括(但不限于)人类安全,人道主义救济,可持续的城乡规划以及公共卫生。

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