{"title":"Global Patterns of Marine Phytoplankton Pigment Package and Composition Influencing Light Absorption","authors":"Yu Huan, Deyong Sun, Shengqiang Wang, Qiwei Hu, Jiawen Fang","doi":"10.1029/2026JC024447","DOIUrl":null,"url":null,"abstract":"<p>Phytoplankton are fundamental to marine ecosystems, influencing global biogeochemical cycles and climate. A key to understanding their abundance and function lies in their light absorption properties (<i>a</i><sub>ph</sub>), which are primarily governed by two intrinsic factors: the package effect (<i>Q</i><sub><i>a</i></sub>*, the efficiency loss in specific absorption caused by cellular self-shading) and pigment composition (<i>a</i><sub>pig</sub>*). However, our understanding of the non-linear bio-optical relationships between <i>a</i><sub>ph</sub>, <i>a</i><sub>pig</sub>*, and <i>Q</i><sub><i>a</i></sub>* has been largely constrained by localized studies, leaving a significant gap in our knowledge of their dynamics and interactions across the global ocean. This study aims to quantify the global-scale (60°S–60°N) causal relationships between <i>a</i><sub>ph</sub> and its drivers, <i>Q</i><sub><i>a</i></sub>* and <i>a</i><sub>pig</sub>*, based on 22 years of satellite data by refining the bio-optical models. Our results reveal a latitudinal structuring of influence: the package effect was the dominant driver of <i>a</i><sub>ph</sub> variability in mid-latitudes, contributing 40%–50% of the changes in the Atlantic, while its influence was minimal in tropical regions. Pigment composition acted to reduce uncertainty in <i>a</i><sub>ph</sub>, particularly in subtropical zones. Overall, the package effect demonstrated a more active and significant interaction with phytoplankton absorption than pigment composition on a global scale. This work provides a global causal perspective on the mechanisms controlling phytoplankton optical properties. It moves beyond local correlations to reveal a coherent latitudinal pattern in bio-optical control. By elucidating these global latitudinal causal patterns, this study provides a mechanistic basis for refining regionally parameterized bio-optical schemes in Earth System Models, and enhances the interpretation of satellite ocean color data.</p>","PeriodicalId":54340,"journal":{"name":"Journal of Geophysical Research-Oceans","volume":"131 10","pages":""},"PeriodicalIF":3.3000,"publicationDate":"2026-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Geophysical Research-Oceans","FirstCategoryId":"89","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1029/2026JC024447","RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OCEANOGRAPHY","Score":null,"Total":0}
引用次数: 0
Abstract
Phytoplankton are fundamental to marine ecosystems, influencing global biogeochemical cycles and climate. A key to understanding their abundance and function lies in their light absorption properties (aph), which are primarily governed by two intrinsic factors: the package effect (Qa*, the efficiency loss in specific absorption caused by cellular self-shading) and pigment composition (apig*). However, our understanding of the non-linear bio-optical relationships between aph, apig*, and Qa* has been largely constrained by localized studies, leaving a significant gap in our knowledge of their dynamics and interactions across the global ocean. This study aims to quantify the global-scale (60°S–60°N) causal relationships between aph and its drivers, Qa* and apig*, based on 22 years of satellite data by refining the bio-optical models. Our results reveal a latitudinal structuring of influence: the package effect was the dominant driver of aph variability in mid-latitudes, contributing 40%–50% of the changes in the Atlantic, while its influence was minimal in tropical regions. Pigment composition acted to reduce uncertainty in aph, particularly in subtropical zones. Overall, the package effect demonstrated a more active and significant interaction with phytoplankton absorption than pigment composition on a global scale. This work provides a global causal perspective on the mechanisms controlling phytoplankton optical properties. It moves beyond local correlations to reveal a coherent latitudinal pattern in bio-optical control. By elucidating these global latitudinal causal patterns, this study provides a mechanistic basis for refining regionally parameterized bio-optical schemes in Earth System Models, and enhances the interpretation of satellite ocean color data.