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A community-based urban forest inventory using online mapping services and consumer-grade digital images

机译:使用在线地图服务和消费者级数字图像的基于社区的城市森林清单

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Community involvement in gathering and submitting spatially referenced data via web mapping applications has recently been gaining momentum. Urban forest inventory data analyzed by programs such as the i-Tree ECO inventory method is a good candidate for such an approach. In this research, we tested the feasibility of using spatially referenced data gathered and submitted by non-professional individuals through a web application to augment urban forest inventory data. We examined the use of close range photogrammetry solutions of images taken by consumer-grade cameras to extract quantitative metric information such as crown diameter, tree heights and trunk diameters. Several tests were performed to evaluate the accuracy of the photogrammetric solutions and to examine their use in addition to existing aerial image data to supplement or partially substitute for standard i-Tree ECO field measurements.; Digital images of three sample sites were acquired using different consumer-grade cameras. Several photogrammetric solutions were performed using the acquired image sets. Each model was carried out using a relative orientation process followed by baseline model scaling. Several distances obtained through this solution were compared to the corresponding distances obtained through direct measurements in order to assess the quality of the model scaling approach. Measured i-Tree ECO field plot inventory data, online aerial image measurements and photogrammetric observations were compared. The results demonstrate the potential for using aerial image digitizing in addition to ground images to assist in participatory urban forest inventory efforts. Published by Elsevier B.V.
机译:最近,社区参与通过网络制图应用程序收集和提交空间参考数据的势头正在增强。通过诸如i-Tree ECO清单方法之类的程序分析的城市森林清单数据是采用这种方法的理想选择。在这项研究中,我们测试了使用非专业人士通过网络应用程序收集和提交的空间参考数据来增加城市森林资源清查数据的可行性。我们检查了消费者级相机拍摄的图像的近距离摄影测量解决方案的使用,以提取定量度量信息,例如树冠直径,树高和树干直径。进行了一些测试,以评估摄影测量解决方案的准确性,并检查其在现有航空图像数据之外的用途,以补充或部分替代标准i-Tree ECO野外测量。使用不同的消费级相机获取了三个样本站点的数字图像。使用获取的图像集执行了几种摄影测量解决方案。每个模型均使用相对方向过程进行,然后进行基线模型缩放。将通过此解决方案获得的几个距离与通过直接测量获得的相应距离进行比较,以评估模型缩放方法的质量。比较了测得的i-Tree ECO现场图库存数据,在线航空影像测量结果和摄影测量结果。结果表明,除了地面图像外,还可以使用航空图像数字化来协助参与性城市森林清查工作。由Elsevier B.V.发布

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