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高分辨率卫星图像是保护生物学中一种重要但未得到充分利用的资源。

High-resolution satellite imagery is an important yet underutilized resource in conservation biology.

作者信息

Boyle Sarah A, Kennedy Christina M, Torres Julio, Colman Karen, Pérez-Estigarribia Pastor E, de la Sancha Noé U

机构信息

Department of Biology, Rhodes College, Memphis, Tennessee, United States of America.

Development by Design Program, The Nature Conservancy, Fort Collins, Colorado, United States of America.

出版信息

PLoS One. 2014 Jan 23;9(1):e86908. doi: 10.1371/journal.pone.0086908. eCollection 2014.

Abstract

Technological advances and increasing availability of high-resolution satellite imagery offer the potential for more accurate land cover classifications and pattern analyses, which could greatly improve the detection and quantification of land cover change for conservation. Such remotely-sensed products, however, are often expensive and difficult to acquire, which prohibits or reduces their use. We tested whether imagery of high spatial resolution (≤5 m) differs from lower-resolution imagery (≥30 m) in performance and extent of use for conservation applications. To assess performance, we classified land cover in a heterogeneous region of Interior Atlantic Forest in Paraguay, which has undergone recent and dramatic human-induced habitat loss and fragmentation. We used 4 m multispectral IKONOS and 30 m multispectral Landsat imagery and determined the extent to which resolution influenced the delineation of land cover classes and patch-level metrics. Higher-resolution imagery more accurately delineated cover classes, identified smaller patches, retained patch shape, and detected narrower, linear patches. To assess extent of use, we surveyed three conservation journals (Biological Conservation, Biotropica, Conservation Biology) and found limited application of high-resolution imagery in research, with only 26.8% of land cover studies analyzing satellite imagery, and of these studies only 10.4% used imagery ≤5 m resolution. Our results suggest that high-resolution imagery is warranted yet under-utilized in conservation research, but is needed to adequately monitor and evaluate forest loss and conversion, and to delineate potentially important stepping-stone fragments that may serve as corridors in a human-modified landscape. Greater access to low-cost, multiband, high-resolution satellite imagery would therefore greatly facilitate conservation management and decision-making.

摘要

技术进步以及高分辨率卫星图像的可得性不断提高,为更准确的土地覆盖分类和格局分析提供了潜力,这能够极大地改进用于保护的土地覆盖变化的检测和量化。然而,这类遥感产品往往价格昂贵且难以获取,这限制或减少了它们的使用。我们测试了高空间分辨率(≤5米)的图像与低分辨率图像(≥30米)在保护应用中的性能和使用范围是否存在差异。为评估性能,我们对巴拉圭内陆大西洋森林的一个异质区域进行了土地覆盖分类,该区域近期经历了剧烈的人为导致的栖息地丧失和破碎化。我们使用了4米多光谱的IKONOS图像和30米多光谱的陆地卫星图像,并确定分辨率在多大程度上影响土地覆盖类别的划定和斑块水平的指标。更高分辨率的图像更准确地划定了覆盖类别,识别出更小的斑块,保留了斑块形状,并检测到更窄的线性斑块。为评估使用范围,我们调查了三本保护期刊(《生物保护》《热带生物学》《保护生物学》),发现高分辨率图像在研究中的应用有限,在土地覆盖研究中只有26.8%分析了卫星图像,而在这些研究中只有10.4%使用了分辨率≤5米的图像。我们的结果表明,高分辨率图像在保护研究中有应用价值但未得到充分利用,然而对于充分监测和评估森林丧失与转化,以及划定在人类改造景观中可能作为廊道的潜在重要踏脚石片段而言是必要的。因此,更多地获取低成本、多波段、高分辨率的卫星图像将极大地促进保护管理和决策制定。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/baaa/3900690/7f391cec3ef9/pone.0086908.g001.jpg

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