气候变化领域集成服务门户(CCPortal): Hyperspectral imager (UHI) data files acquired on SONNE cruise SO242/2, ROV dive SO242/191-1

CCPortal

DOI	https://doi.org/10.1594/PANGAEA.874408
	Hyperspectral imager (UHI) data files acquired on SONNE cruise SO242/2, ROV dive SO242/191-1
	Dumke; Ines; Nornes; Stein
发布日期	2017-04-10
数据集类型	dataset
英文简介	Hyperspectral seafloor surveys using airborne or spaceborne sensors are generally limited to shallow coastal areas, due to the requirement for target illumination by sunlight. Deeper marine environments devoid of sunlight cannot be imaged by conventional hyperspectral imagers. Instead, a close-range, sunlight-independent hyperspectral survey approach is required. In this study, we present the first hyperspectral image data from the deep seafloor. The data were acquired in approximately 4200 m water depth using a new Underwater Hyperspectral Imager (UHI) mounted on a remotely operated vehicle (ROV). UHI data were recorded for 112 spectral bands between 378 nm and 805 nm, with a high spectral (4 nm) and spatial resolution (1 mm per image pixel). The study area was located in a manganese nodule field in the Peru Basin (SE Pacific), close to the DISCOL (DISturbance and reCOLonization) experimental area. To test whether underwater hyperspectral imaging can be used for detection and mapping of mineral deposits in potential deep-sea mining areas, we compared two supervised classification methods, the Support Vector Machine (SVM) and the Spectral Angle Mapper (SAM). The results show that SVM is superior to SAM and is able to accurately detect nodule surfaces. The UHI therefore represents a promising tool for high-resolution seafloor exploration and characterisation prior to resource exploitation.
空间范围	Median Latitude: -7.089720 * Median Longitude: -88.446084 * South-bound Latitude: -7.090050 * West-bound Longitude: -88.446302 * North-bound Latitude: -7.089529 * East-bound Longitude: -88.445941
时间范围	2015-09-13T16:00:04 - 2015-09-14T18:18:03
语种	英语
国家	国际
学科大类	气候变化
学科子类	气候变化
文献类型	数据集
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/216526
推荐引用方式 GB/T 7714	Dumke,Ines,Nornes,et al. Hyperspectral imager (UHI) data files acquired on SONNE cruise SO242/2, ROV dive SO242/191-1.2017-04-10.https://doi.org/10.1594/PANGAEA.874408.