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A review of the emergent ecosystem of collaborative geospatial tools for addressing environmental challenges

机译:回顾应对地理环境挑战的协作地理空间工具的新兴生态系统

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摘要

To solve current environmental challenges such as biodiversity loss, climate change, and rapid conversion of natural areas due to urbanization and agricultural expansion, researchers are increasingly leveraging large, multi scale, multi-temporal, and multi-dimensional geospatial data. In response, a rapidly expanding, array of collaborative geospatial tools is being developed to help collaborators share data, code, and results. Successful navigation of these tools requires users to understand their strengths, synergies, and weaknesses. In this paper, we identify the key components of a collaborative Spatial Data Science workflow to develop a framework for evaluating the various functional aspects of collaborative geospatial tools. Using this framework, we then score thirty-one existing collaborative geospatial tools and apply a cluster analysis to create a typology of these tools. We present this typology as a map of the emergent ecosystem and functional niches of collaborative geospatial tools. We identify three primary clusters of tools composed of eight secondary clusters across which divergence is driven by required infrastructure and user involvement. Overall, our results highlight how environmental collaborations have benefitted from the use of these tools and propose key areas of future tool development for continued support of collaborative geospatial efforts. (C) 2017 Elsevier Ltd. All rights reserved.
机译:为了解决当前的环境挑战,例如生物多样性丧失,气候变化以及由于城市化和农业扩张而导致的自然区域快速转换,研究人员越来越多地利用大型,多尺度,多时间和多维的地理空间数据。作为响应,正在开发快速扩展的一系列协作地理空间工具,以帮助协作者共享数据,代码和结果。这些工具的成功导航要求用户了解他们的优势,协同作用和劣势。在本文中,我们确定了协作空间数据科学工作流程的关键组成部分,以开发一个评估协作地理空间工具各个功能方面的框架。然后,使用此框架,我们为31个现有的协作地理空间工具评分,并应用聚类分析来创建这些工具的类型。我们将这种类型表示为协作地理空间工具的新兴生态系统和功能生态位的地图。我们确定了由8个辅助群集组成的工具的三个主要群集,它们之间的差异是由所需的基础架构和用户参与所驱动的。总体而言,我们的结果强调了环境合作如何从这些工具的使用中受益,并提出了未来工具开发的关键领域,以继续支持地理空间合作。 (C)2017 Elsevier Ltd.保留所有权利。

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