arXiv:2503.05843physics.ao-phcs.CV2025-03被引 2

用陆地卫星8号数据精细捕捉南澳沿海海温变化,助力渔业养殖

Decadal analysis of sea surface temperature patterns, climatology, and anomalies in temperate coastal waters with Landsat-8 TIRS observations

论文配图:Decadal analysis of sea surface temperature patterns, climatology, and anomalies in temperate coastal waters with Landsat-8 TIRS observations
图 1 · 摘自论文原文
  • 利用陆地卫星8号热红外数据,实现100米分辨率海温反演
  • 发现近岸浅水区夏季更暖、冬季更冷,季节波动显著
  • 识别出斯宾塞湾和圣文森特湾等区域异常海温高发

海表温度(SST)是表征海面热状态的基本物理参数。由于陆地、海洋与大气间复杂的热交换,沿岸水域的海温空间梯度常比开阔海域更精细。搭载于陆地卫星8号的热红外传感器(TIRS)具有100米空间分辨率,为揭示传统粗分辨率传感器难以捕捉的细尺度沿岸海温特征提供了可能。本研究基于2014至2023年数据,开发了从陆地卫星8号TIRS获取海温的业务化方法,并在南澳皮特林顿海岸部署浮标验证反演精度。构建了日尺度、100米分辨率的海温基准气候态,实现了对异常事件的检测与分析。结果表明:(1)卫星反演海温与实测值高度一致;(2)半封闭、浅水的上斯宾塞湾与上圣文森特湾夏季更暖、冬季更冷,季节变化幅度显著高于外海区域;(3)斯宾塞湾、圣文森特湾近岸浅水区及袋鼠岛周边区域异常海温发生概率更高;(4)异常事件多集中于温暖月份。研究成果可为南澳沿岸渔业与水产养殖提供支持。

原文摘要 · Abstract (English)

Sea surface temperature (SST) is a fundamental physical parameter characterising the thermal state of sea surface. Due to the intricate thermal interactions between land, sea, and atmosphere, the spatial gradients of SST in coastal waters often appear at finer spatial scales than those in open ocean waters. The Thermal Infrared Sensor (TIRS) onboard Landsat-8, with its 100-meter spatial resolution, offers a unique opportunity to uncover fine-scale coastal SST patterns that would otherwise be overlooked by coarser-resolution thermal sensors. In this study, we first analysed the spatiotemporal patterns of SST in South Australia's temperate coastal waters from 2014 to 2023 by developing an operational approach for SST retrieval from the Landsat-8 TIRS sensor. A buoy was deployed off the coast of Port Lincoln, South Australia, to validate the quality of SST retrievals. Then the daily baseline climatology of SST with 100 m resolution was constructed, which allowed for the detection and analysis of anomalous SST events. Our results suggest the following: (1) the satellite-derived SST data aligned well with the in-situ measured SST values; (2) the semi-enclosed, shallow regions of Upper Spencer Gulf and Upper St Vincent Gulf showed higher temperatures during summer and cooler temperatures during winter than waters closer to the open ocean, resulting in a higher seasonal variation in SST; (3) the near-shore shallow areas in Spencer Gulf and St Vincent Gulf, and regions surrounding Kangaroo Island, were identified to have a higher probability of SST anomalies compared to the rest of the study area; and (4) anomalous SST events were more likely to happen during the warm months than the cool months. We hope these findings would be helpful in supporting the fishing and aquaculture industries in the coastal waters of South Australia.

海表温度卫星遥感沿岸水体气候分析

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