Climate change impacts on streamflow and nutrient loading to Lake Okeechobee

IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Climatic Change Pub Date : 2023-12-14 DOI:10.1007/s10584-023-03660-8
Jung-Hun Song, Satbyeol Shin, Yogesh P. Khare, Younggu Her
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Abstract

Future streamflow and nutrient projections are necessary for the development of sustainable water resources management plans and practices. Watersheds located in the Northern Lake Okeechobee (NLO) areas serve as a source of water and nutrients to Lake Okeechobee and its downstream areas, including the Everglades, in South Florida. This study investigated how projected changes in climate would affect water and nutrient loading to the lake to help develop watershed management plans for improved sustainability of South Florida. Future ensemble climate projections were prepared using the outputs of 29 Coupled Model Intercomparison Project (CMIP) Phase 5 General Circulation Models (GCMs), which were then incorporated into the Watershed Assessment Model (WAM) developed to simulate the streamflow and nutrient loading from the six study drainage watersheds to the lake. The bias-corrected GCMs projected a consistent increase in air temperature in the 2040s and 2070s under both Representative Concentration Pathways (RCPs) 4.5 and 8.5 scenarios. The projected changes in precipitation substantially varied depending on the GCM selections; uncertainty in the multi-model ensemble precipitation projection was propagated to the hydrological projections. The streamflow and nutrient loading projections were closely related to the projected precipitation depths. The modeling experiment results showed that the total phosphorus loads per unit area would be consistently associated with the percentages of pastureland in both historical and future periods. Overall, nutrient loads were projected to increase. Such findings indicate the need for nutrient control strategies and innovative solutions to make progress toward Lake Okeechobee water quality goals in the face of climate change.

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气候变化对奥基乔比湖溪流和养分负荷的影响
未来的流量和养分预测对于制定可持续水资源管理计划和做法是必要的。位于北奥基乔比湖(NLO)地区的流域是奥基乔比湖及其下游地区(包括南佛罗里达州的大沼泽地)的水源和营养物质的来源。这项研究调查了预计的气候变化将如何影响湖泊的水和营养负荷,以帮助制定流域管理计划,提高南佛罗里达的可持续性。利用29个耦合模式比对项目(CMIP)第5期环流模式(GCMs)的输出,编制了未来整体气候预测,然后将其纳入流域评估模型(WAM),以模拟从6个研究流域到湖泊的流量和养分负荷。经偏差校正的gcm预测,在代表性浓度路径(rcp) 4.5和8.5情景下,2040年代和2070年代气温将持续上升。预估的降水变化在很大程度上取决于GCM的选择;多模式集合降水预估中的不确定性被传播到水文预估中。径流和养分负荷预测与降水深度预测密切相关。模拟实验结果表明,在历史和未来时期,单位面积总磷负荷与草地比例的关系是一致的。总体而言,养分负荷预计会增加。这些发现表明,面对气候变化,需要采取营养控制策略和创新解决方案来实现奥基乔比湖的水质目标。
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来源期刊
Climatic Change
Climatic Change 环境科学-环境科学
CiteScore
10.20
自引率
4.20%
发文量
180
审稿时长
7.5 months
期刊介绍: Climatic Change is dedicated to the totality of the problem of climatic variability and change - its descriptions, causes, implications and interactions among these. The purpose of the journal is to provide a means of exchange among those working in different disciplines on problems related to climatic variations. This means that authors have an opportunity to communicate the essence of their studies to people in other climate-related disciplines and to interested non-disciplinarians, as well as to report on research in which the originality is in the combinations of (not necessarily original) work from several disciplines. The journal also includes vigorous editorial and book review sections.
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