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NASADEM_HGT 和 ALOS AW3D30 DEM 与巴西大地测量基准站高程的一致性:巴西塞拉多的案例研究。

Conformity of the NASADEM_HGT and ALOS AW3D30 DEM with the Altitude from the Brazilian Geodetic Reference Stations: A Case Study from Brazilian Cerrado.

机构信息

Image Processing and GIS Lab (LAPIG), Federal University of Goiás (UFG), Goiânia 74001-970, Brazil.

Embrapa Cerrados, Planaltina 73301-970, Brazil.

出版信息

Sensors (Basel). 2021 Apr 22;21(9):2935. doi: 10.3390/s21092935.

Abstract

The Brazilian Cerrado (tropical savanna) is the second largest biome in South America and the main region in the country for agricultural production. Altitude is crucial information for decision-makers and planners since it is directly related to temperature that conditions, for example, the climatic risk of rainfed crop plantations. This study analyzes the conformity of two freely available digital elevation models (DEMs), the NASADEM Merged Digital Elevation Model Global 1 arc second (NASADEM_HGT) version 1 and the Advanced Land Observing Satellite Global Digital Surface Model (ALOS AW3D30), version 3.1, with the altitudes provided by 1695 reference stations of the Brazilian Geodetic System. Both models were evaluated based on the parameters recommended in the Brazilian Cartographic Accuracy Standard for Digital Cartographic Products (PEC-PCD), which defines error tolerances according to eight different scales (from 1:1000 to 1:250,000) and classes A (most strict tolerance, for example, 0.17 m for 1:1000 scale), B, C, and D (least strict tolerance, for example, 50 m for 1:250,000 scale). Considering the class A, the NASADEM_HGT meets 1:250,000 and lower scales, while AW3D30 meets 1:100,000 and lower scales; for class B, NASADEM_HGT meets 1:100,000 scale and AW3D30 meets 1:50,000. AW3D30 presented lower values of root mean square error, standard deviation, and bias, indicating that it presents higher accuracy in relation to the NASADEM_HGT. Within eight of Cerrado's municipalities with the highest grain production, the differences between average altitudes, measured by the Cohen's effect size, were statistically insignificant. The results obtained by the PEC-PCD for the Cerrado biome indicate that both models can be employed in different DEM-dependent applications over this biome.

摘要

巴西塞拉多(热带稀树草原)是南美洲第二大生物群系,也是该国农业生产的主要区域。海拔高度是决策者和规划者的重要信息,因为它与温度直接相关,而温度又影响着雨养作物种植园的气候风险等条件。本研究分析了两个免费可用的数字高程模型(DEM),即美国宇航局合并数字高程模型全球 1 弧秒(NASADEM_HGT)版本 1 和先进陆地观测卫星全球数字表面模型(ALOS AW3D30)版本 3.1,与巴西大地测量系统的 1695 个参考站提供的海拔高度的一致性。这两个模型都根据巴西数字制图产品精度标准(PEC-PCD)中推荐的参数进行了评估,PEC-PCD 根据八个不同的比例尺(从 1:1000 到 1:250000)和 A、B、C 和 D 类(最严格的容差,例如,1:1000 比例尺的 0.17 米)定义误差容限。考虑到 A 类,NASADEM_HGT 符合 1:250000 及以下比例尺,而 AW3D30 符合 1:100000 及以下比例尺;对于 B 类,NASADEM_HGT 符合 1:100000 比例尺,AW3D30 符合 1:50000 比例尺。AW3D30 的均方根误差、标准差和偏差值较低,表明其与 NASADEM_HGT 相比具有更高的精度。在塞拉多八个粮食产量最高的城市中,通过 Cohen 效应大小测量的平均海拔差异在统计学上并不显著。PEC-PCD 在塞拉多生物群系中的结果表明,这两个模型都可以在该生物群系的不同依赖于 DEM 的应用中使用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c1fc/8122711/1531dd77d799/sensors-21-02935-g001.jpg

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