Integrating thermal and hyperspectral remote sensing for the detection of coastal springs and submarine groundwater discharges

高光谱成像 遥感 环境科学 潜艇 图像分辨率 中分辨率成像光谱仪 光谱辐射计 浊度 地质学 卫星 海洋学 反射率 计算机科学 物理 光学 人工智能 航空航天工程 工程类
作者
Polychronis Kolokoussis,Vassilia Karathanassi,Δ. Ρόκος,Demetre P. Argialas,Aristomenis P. Karageorgis,Dimitris Georgopoulos
出处
期刊:International Journal of Remote Sensing [Informa]
卷期号:32 (23): 8231-8251 被引量:11
标识
DOI:10.1080/01431161.2010.533209
摘要

Abstract This research focuses on the investigation of remote-sensing techniques for the detection of coastal sub-aerial springs and submarine groundwater discharges using airborne thermal and hyperspectral imagery. Very high spatial resolution thermal and hyperspectral images were acquired using Thermal Airborne Broadband Imager 320 (TABI-320) and Compact Airborne Spectrographic Imager 550 (CASI-550) sensors. Extensive in situ spectroradiometer and oceanographic measurements were carried out in parallel with thermal and hyperspectral image acquisitions. Experiments and analysis of the data show that the combined use of very high spatial resolution airborne thermal and hyperspectral sensors for the detection of relatively small sub-aerial coastal springs and submarine groundwater discharges proves to be a very efficient and operational method. Very high spatial resolution thermal data were able to detect even very small coastal sub-aerial springs. On the other hand, the hyperspectral data were the most appropriate for detecting relatively small submarine groundwater discharges, which were not detected on thermal imagery, due to the increase in turbidity that these discharges cause. This is confirmed by the strong correlations between the hyperspectral data and the in situ measured turbidity-related water inherent optical properties. Acknowledgement This study was carried out within the framework of the project 'Development of an airborne remote-sensing hyperspectral system for the detection of submarine and coastal springs' funded by the Greek General Secretariat for Research and Development.

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