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Tracking Pests and Plant Diseases through Space and Time Using Geo-tagged Digital Images

机译:使用地理标记的数字图像跟踪害虫和植物疾病

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Plant pests and diseases cause significant economic losses in agriculture throughout the world. To enable accurate monitoring pest activities, pest detection data are collected, stored, manipulated and analyzed. The ability to track pests and plant diseases through space and time allows us to manage pests wisely and effectively. The use of GIS and GPS technologies has had a considerable impact on pest management. Unlike a traditional GIS application, this work focuses on geo-tagged non-map photographic media. Digital photos are widely used as pest samples for diagnosis. With advances in digital imaging technology, one distinct feature of current digital cameras is that images provide not only pictures ofpests, but also the GPS coordinates where thephoto is taken, and metadata named Exchangeable Image File Format (EXIF) embedded in the image. Such geo-tagged images provide us with information of what, when and where. Thus images with GPS coordinates can be seamlessly transferred to an information management system to assist with pest tracking and management. This paper describes a web-based system to dynamically extract the EXIF metadata from photos. The system provides an environment to track and map pest information based on the geo-tagged digital pest samples. Geo-based digital imaging is an effective means to collect data and track pests and pathogens.
机译:植物害虫和疾病在全世界造成农业的重大经济损失。为了实现准确的监测害虫活动,收集,存储,操纵和分析害虫检测数据。通过空间和时间追踪害虫和植物疾病的能力使我们能够明智能力地管理害虫。 GIS和GPS技术的使用对害虫管理具有相当大的影响。与传统的GIS应用程序不同,这项工作侧重于地理标记的非映射摄影媒体。数码照片广泛用作诊断的害虫样本。随着数字成像技术的进步,当前数码相机的一个不同特点是图像不仅提供了专家的图片,还提供了拍摄照片的GPS坐标,以及嵌入在图像中的更换可交换图像文件格式(EXIF)的GPS坐标。此类地理标记的图像为我们提供了什么,何时何地。因此,具有GPS坐标的图像可以无缝地传送到信息管理系统,以帮助害虫跟踪和管理。本文介绍了一种基于Web的系统,以动态提取照片中的EXIF元数据。该系统提供了一种追踪和地图基于地理标记数字害虫样本的生物信息的环境。基于地理的数字成像是收集数据和轨道害虫和病原体的有效手段。

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