Spellman Patricia, Gulley Jason, Pain Andrea, Flint Madison, Kim Sunhye, Rath Sagarika
University of South Florida, School of Geosciences, Tampa, FL 33620, United States of America.
University of South Florida, School of Geosciences, Tampa, FL 33620, United States of America.
Sci Total Environ. 2022 Sep 10;838(Pt 2):156041. doi: 10.1016/j.scitotenv.2022.156041. Epub 2022 May 18.
Over the last several decades, rising nitrate concentrations in springs discharging from north Florida's karstic Upper Floridan Aquifer have coincided with proliferation of algae in Florida spring runs and subsequent ecosystem degradation. As agriculture and development are primary contributors to groundwater nitrate and are predicted to continue expanding, understanding unique contributions and transmission pathways of nitrate pollution is vital to restoring impaired spring ecosystems. In this study, we use statistics and signal processing to analyze continuous nitrate timeseries data collected over five years at four north Florida springs. We quantified a significant, low-frequency annual signal in nitrate concentrations superimposed on increasing nitrate trends. We show nitrate concentrations at springs increase during the rainy season, potentially in response to recharge and seasonal fertilizer application. Thus, we suggest seasonal fluctuations observed in nitrate concentrations are caused by increased recharge of nutrient-rich soil waters through fractures that deliver water on relatively short timescales to conduits during the rainy season. We further speculate the steady, monotonically increasing concentration is maintained by accumulation of Nitrogen as slow flow through matrix porosity through the remainder of the year. Seasonal nitrate concentrations resulting from flow through karst aquifers may thus be poorly simulated using equivalent porous media models that are increasingly being used for nutrient management, because they do not capture heterogenous flow and transport dynamics.
在过去几十年中,佛罗里达州北部岩溶上佛罗里达含水层涌出的泉水中硝酸盐浓度不断上升,与此同时,佛罗里达州泉水溪流中的藻类大量繁殖,随后生态系统退化。由于农业和开发活动是地下水中硝酸盐的主要来源,并且预计还会继续扩张,了解硝酸盐污染的独特贡献和传输途径对于恢复受损的泉水生态系统至关重要。在本研究中,我们使用统计和信号处理方法,分析了在佛罗里达州北部四个泉水处收集的连续五年的硝酸盐时间序列数据。我们量化了叠加在硝酸盐上升趋势上的一个显著的低频年度信号。我们发现泉水中的硝酸盐浓度在雨季会增加,这可能是对补给和季节性施肥的响应。因此,我们认为观察到的硝酸盐浓度季节性波动是由于在雨季,营养丰富的土壤水通过裂缝增加补给,这些裂缝在相对较短的时间尺度上将水输送到管道中。我们进一步推测,在一年的剩余时间里,由于氮通过基质孔隙缓慢流动而积累,从而维持了稳定且单调增加的浓度。因此,使用越来越多地用于养分管理的等效多孔介质模型可能无法很好地模拟通过岩溶含水层流动产生的季节性硝酸盐浓度,因为它们无法捕捉非均质的流动和输运动态。