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风筝航空摄影在低成本、超高空间分辨率多光谱测绘潮间带景观中的应用。

Kite aerial photography for low-cost, ultra-high spatial resolution multi-spectral mapping of intertidal landscapes.

机构信息

Australian Centre for Field Robotics, The University of Sydney, Sydney, NSW, Australia.

出版信息

PLoS One. 2013 Sep 19;8(9):e73550. doi: 10.1371/journal.pone.0073550. eCollection 2013.

Abstract

Intertidal ecosystems have primarily been studied using field-based sampling; remote sensing offers the ability to collect data over large areas in a snapshot of time that could complement field-based sampling methods by extrapolating them into the wider spatial and temporal context. Conventional remote sensing tools (such as satellite and aircraft imaging) provide data at limited spatial and temporal resolutions and relatively high costs for small-scale environmental science and ecologically-focussed studies. In this paper, we describe a low-cost, kite-based imaging system and photogrammetric/mapping procedure that was developed for constructing high-resolution, three-dimensional, multi-spectral terrain models of intertidal rocky shores. The processing procedure uses automatic image feature detection and matching, structure-from-motion and photo-textured terrain surface reconstruction algorithms that require minimal human input and only a small number of ground control points and allow the use of cheap, consumer-grade digital cameras. The resulting maps combine imagery at visible and near-infrared wavelengths and topographic information at sub-centimeter resolutions over an intertidal shoreline 200 m long, thus enabling spatial properties of the intertidal environment to be determined across a hierarchy of spatial scales. Results of the system are presented for an intertidal rocky shore at Jervis Bay, New South Wales, Australia. Potential uses of this technique include mapping of plant (micro- and macro-algae) and animal (e.g. gastropods) assemblages at multiple spatial and temporal scales.

摘要

潮间带生态系统主要通过基于实地的采样进行研究;遥感提供了在瞬间采集大面积数据的能力,可以通过将其外推到更广泛的时空背景中,补充基于实地的采样方法。传统的遥感工具(如卫星和飞机成像)提供的数据空间和时间分辨率有限,并且对于小规模环境科学和生态聚焦研究来说成本相对较高。在本文中,我们描述了一种低成本的风筝成像系统和摄影测量/制图程序,该系统用于构建潮间带多岩石海岸的高分辨率、三维、多光谱地形模型。该处理过程使用自动图像特征检测和匹配、运动结构和摄影纹理地形表面重建算法,这些算法需要最小的人工输入,只需要少量的地面控制点,并允许使用廉价的消费级数码相机。生成的地图结合了可见和近红外波长的图像以及在潮间带海岸线 200 米长的亚厘米分辨率的地形信息,从而能够在空间尺度层次上确定潮间带环境的空间特性。本文展示了该系统在澳大利亚新南威尔士州杰维斯湾的潮间带多岩石海岸的应用结果。该技术的潜在用途包括在多个时空尺度上对植物(微藻和宏藻)和动物(如腹足类动物)群落进行制图。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fba9/3777947/4d58a0892361/pone.0073550.g001.jpg

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