Regionalization of oceanic waters based on satellite bio-optical properties in the central and southern Gulf of Mexico

IF 4.5 Q2 ENVIRONMENTAL SCIENCES
Uriel Mirabal , Lorena Linacre , Reginaldo Durazo , Eduardo Santamaría-del-Ángel , Enric Pallàs-Sanz , José R. Lara-Lara
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Abstract

The absorption or scattering of photosynthetically active radiation (PAR) in the ocean by its components is crucial in determining the extent of the euphotic zone. This stratum is the ocean's uppermost layer, where light availability governs primary productivity in marine ecosystems. This study aims to bio-optically categorize Gulf of Mexico oceanic waters based on regional differences in water transparency and the euphotic zone depth using remotely sensed diffuse attenuation coefficient data (Kd490) validated with in situ observations (KdPAR) from cruises conducted between May 2016 and June 2019. An overestimation of about 15 % of remotely sensed depths was found, which was significantly reduced using in-water records. A 22-year climatological analysis on the calibrated euphotic zone depths derived from satellite-based Kd identified three optical regions in the Gulf of Mexico (I, IA, and IB). Deeper euphotic zones were observed in Region I (in central waters), while Region IB (in the Bay of Campeche) had shallower euphotic zones. The differences in PAR light penetration were linked to variations in chlorophyll-a, which were modulated by mesoscale circulation and river discharges. Our findings support the extent of the euphotic zone down to 0.1 % of incident surface light, especially in Region I, where the large anticyclonic eddies detached from the Loop Current have the most influence in the oceanic waters of the Gulf of Mexico. This study contributes to understanding important optical variables that can be used to improve models for estimating primary productivity and carbon fluxes in oligotrophic surface layers.
基于卫星生物光学特性的墨西哥湾中部和南部海域区划
海洋中光合有效辐射(PAR)的组分对其的吸收或散射是决定光带范围的关键。这一层是海洋的最上层,光的可用性支配着海洋生态系统的初级生产力。本研究旨在利用2016年5月至2019年6月期间进行的邮轮现场观测(KdPAR)验证的遥感弥散衰减系数数据(Kd490),基于水域透明度和透光区深度的区域差异,对墨西哥湾海域进行生物光学分类。发现遥感深度高估了约15%,而使用水中记录则大大降低了这一数值。对基于卫星Kd的校准光带深度的22年气候分析确定了墨西哥湾的三个光学区(I, IA和IB)。在I区(中部水域)观察到较深的透光区,而在IB区(坎佩切湾)观察到较浅的透光区。PAR光穿透的差异与叶绿素-a的变化有关,叶绿素-a的变化受中尺度环流和河流流量的调节。我们的研究结果支持光区的范围低至入射表面光的0.1%,特别是在I区,从环流分离的大型反气旋涡流对墨西哥湾海域的影响最大。这项研究有助于理解重要的光学变量,这些变量可用于改进估计少营养表层初级生产力和碳通量的模型。
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来源期刊
CiteScore
8.00
自引率
8.50%
发文量
204
审稿时长
65 days
期刊介绍: The journal ''Remote Sensing Applications: Society and Environment'' (RSASE) focuses on remote sensing studies that address specific topics with an emphasis on environmental and societal issues - regional / local studies with global significance. Subjects are encouraged to have an interdisciplinary approach and include, but are not limited by: " -Global and climate change studies addressing the impact of increasing concentrations of greenhouse gases, CO2 emission, carbon balance and carbon mitigation, energy system on social and environmental systems -Ecological and environmental issues including biodiversity, ecosystem dynamics, land degradation, atmospheric and water pollution, urban footprint, ecosystem management and natural hazards (e.g. earthquakes, typhoons, floods, landslides) -Natural resource studies including land-use in general, biomass estimation, forests, agricultural land, plantation, soils, coral reefs, wetland and water resources -Agriculture, food production systems and food security outcomes -Socio-economic issues including urban systems, urban growth, public health, epidemics, land-use transition and land use conflicts -Oceanography and coastal zone studies, including sea level rise projections, coastlines changes and the ocean-land interface -Regional challenges for remote sensing application techniques, monitoring and analysis, such as cloud screening and atmospheric correction for tropical regions -Interdisciplinary studies combining remote sensing, household survey data, field measurements and models to address environmental, societal and sustainability issues -Quantitative and qualitative analysis that documents the impact of using remote sensing studies in social, political, environmental or economic systems
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