Carrea Laura, Embury Owen, Merchant Christopher J
Department of Meteorology University of Reading Reading UK.
Geosci Data J. 2015 Nov;2(2):83-97. doi: 10.1002/gdj3.32. Epub 2016 Feb 19.
Datasets containing information to locate and identify water bodies have been generated from data locating static-water-bodies with resolution of about 300 m (1/360) recently released by the Land Cover Climate Change Initiative (LC CCI) of the European Space Agency. The LC CCI water-bodies dataset has been obtained from multi-temporal metrics based on time series of the backscattered intensity recorded by ASAR on Envisat between 2005 and 2010. The new derived datasets provide coherently: distance to land, distance to water, water-body identifiers and lake-centre locations. The water-body identifier dataset locates the water bodies assigning the identifiers of the Global Lakes and Wetlands Database (GLWD), and lake centres are defined for in-land waters for which GLWD IDs were determined. The new datasets therefore link recent lake/reservoir/wetlands extent to the GLWD, together with a set of coordinates which locates unambiguously the water bodies in the database. Information on distance-to-land for each water cell and the distance-to-water for each land cell has many potential applications in remote sensing, where the applicability of geophysical retrieval algorithms may be affected by the presence of water or land within a satellite field of view (image pixel). During the generation and validation of the datasets some limitations of the GLWD database and of the LC CCI water-bodies mask have been found. Some examples of the inaccuracies/limitations are presented and discussed. Temporal change in water-body extent is common. Future versions of the LC CCI dataset are planned to represent temporal variation, and this will permit these derived datasets to be updated.
欧洲航天局陆地覆盖气候变化倡议(LC CCI)最近发布了分辨率约为300米(1/360)的用于定位和识别水体的数据集,这些数据集包含了定位静态水体的信息。LC CCI水体数据集是基于2005年至2010年期间Envisat上的ASAR记录的后向散射强度时间序列的多时间指标获得的。新生成的数据集连贯地提供了:到陆地的距离、到水体的距离、水体标识符和湖中心位置。水体标识符数据集通过分配全球湖泊和湿地数据库(GLWD)的标识符来定位水体,并且为确定了GLWD ID的内陆水域定义了湖中心。因此,新数据集将最近的湖泊/水库/湿地范围与GLWD联系起来,并提供了一组能在数据库中明确水体位置的坐标。每个水体单元到陆地的距离以及每个陆地单元到水体的距离信息在遥感中有许多潜在应用,在遥感中,地球物理反演算法的适用性可能会受到卫星视场(图像像素)内水体或陆地存在的影响。在数据集的生成和验证过程中,发现了GLWD数据库和LC CCI水体掩膜的一些局限性。文中给出并讨论了一些不准确/局限性的例子。水体范围的时间变化很常见。计划在LC CCI数据集的未来版本中体现时间变化,这将使这些派生数据集得以更新。