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High-Resolution Satellite Imagery Is an Important yet Underutilized Resource in Conservation Biology

机译:高分辨率卫星图像是保护生物学中重要但尚未充分利用的资源

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摘要

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.
机译:技术的进步和高分辨率卫星图像的可用性不断提高,为更准确的土地覆被分类和模式分析提供了潜力,这可以极大地改善对土地覆被变化的检测和量化以进行保护。然而,这样的遥感产品通常很昂贵并且难以获得,这禁止或减少了它们的使用。我们测试了高空间分辨率(≤5m)的图像是否与低分辨率图像(≥30m)在保护应用的性能和使用范围方面有所不同。为了评估性能,我们对巴拉圭内陆大西洋森林异质性地区的土地覆被进行了分类,该地区最近经历了人为造成的生境丧失和破碎的戏剧性事件。我们使用了4 m多光谱IKONOS和30 m多光谱Landsat影像,并确定了分辨率在多大程度上影响了土地覆盖类别和斑块级指标的划分。高分辨率图像可以更准确地描绘出覆盖类别,识别出较小的斑块,保留的斑块形状以及检测到的较窄的线性斑块。为了评估其使用范围,我们调查了三种保护期刊(生物保护,生物亲和,保护生物学),发现高分辨率图像在研究中的应用有限,只有26.8%的土地覆盖研究分析了卫星图像,而这些研究中只有10.4 ≤5 m分辨率的已使用影像百分比。我们的结果表明,高分辨率图像在自然保护研究中是有必要的,但并未得到充分利用,但是需要它来充分监测和评估森林的流失和转化,并勾勒出可能重要的踏脚石碎片,这些碎片可能会在人工改造后用作走廊景观。因此,更多地获得低成本,多频段,高分辨率的卫星图像将极大地促进保护管理和决策。

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