the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Seasonal nitrate-carbon-oxygen coupling along the Lambayeque coast in the northern Humboldt upwelling system: association with land-based nitrogen pressure
Abstract. Coastal nitrate variability along the northern Humboldt upwelling margin reflects the combined influence of ocean circulation, biological transformation, and land-derived inputs. We examined monthly surface fields from the Copernicus Marine Service for 2022–2025 in two marine sectors adjacent to agricultural drain outlets along the Lambayeque coast, Peru. A northern sector used a 0.25° grid cell with one drain outlet and a southern sector used a 0.25° grid cell with three drain outlets. Nitrate (NO3−) was analysed with total alkalinity, dissolved inorganic carbon, surface pCO2, chlorophyll a, phytoplankton carbon, net primary production, and dissolved oxygen. Annual rice production and regional urea imports were retained only as contextual indicators of land-based nitrogen pressure. Their four-point annual relationships with marine nitrate were positive but not statistically significant and were interpreted descriptively. Surface NO3− generally increased from May to October and remained higher in the southern sector. Within-year correlations showed recurrent positive covariation of NO3− with dissolved inorganic carbon and pCO2 and inverse covariation with O2, with the most persistent multivariable structure in the southern sector. These patterns identify a recurrent nitrate-carbon-oxygen structure in an under-studied coastal segment of the Humboldt system. They do not quantify land-to-sea nitrogen flux or establish source attribution, but they show that nitrate variability in Lambayeque must be interpreted together with upwelling variability, carbonate-system behaviour, and oxygenation.
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Status: open (until 25 Sep 2026)
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RC1: 'Comment on egusphere-2026-3633', Anonymous Referee #1, 31 Jul 2026
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AC1: 'Reply on RC1', Walter Manuel Hoyos Alayo, 02 Aug 2026
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Thank you for your careful evaluation of our manuscript and for your constructive comments. We have addressed each observation and incorporated the corresponding revisions into the manuscript.
A detailed point-by-point response letter and the revised manuscript are attached for your consideration.
We remain attentive to any further comments or requirements.
Sincerely,
The Authors
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AC1: 'Reply on RC1', Walter Manuel Hoyos Alayo, 02 Aug 2026
reply
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RC2: 'Comment on egusphere-2026-3633', Anonymous Referee #2, 31 Jul 2026
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This manuscript presents a scientifically sound, carefully delimited and technically rigorous assessment of seasonal nitrate variability and its covariance with carbonate-system, biological and oxygen-related variables along an under-observed sector of the northern Humboldt upwelling margin. The study makes effective use of co-located Copernicus Marine Service fields, clearly distinguishes marine biogeochemical covariance from the contextual land-based indicators, and consistently avoids unsupported source attribution or causal inference. The analytical framework is coherent, the principal statistical and spatial limitations are reported transparently, and the results provide relevant evidence of a recurrent nitrate-carbon-oxygen structure, particularly in the southern marine sector.
The manuscript is well organised and maintains close correspondence among its objectives, methodology, results, discussion and conclusions. The figures communicate the spatial configuration, seasonal nitrate dynamics and multivariable correlation patterns effectively. The English is precise, technically mature and appropriate for an international oceanographic journal. I have two minor comments intended to improve methodological reproducibility and interpretative precision.
Methodology, Sect. 2.2, lines 74-81. The authors state that the three-dimensional variables were extracted from the first available model depth layer. Please report the nominal depth, in metres, represented by this layer and provide the measurement units for all extracted marine variables, rather than for nitrate alone. If the nominal depth differs among the Copernicus product components, this should also be stated. A concise sentence or compact supplementary table would be sufficient and would make the extraction procedure fully reproducible.
Discussion, Sects. 4.3-4.5, lines 205-240. Please add a brief qualification indicating that the recurrent NO₃⁻-DIC-pCO₂-O₂ correlations may partly reflect shared seasonal forcing and covariance represented within the same operational biogeochemical model, alongside environmental coupling within the marine system. The manuscript already avoids causal interpretation, but an explicit distinction between covariance observed in model fields and independently validated process coupling would further strengthen the discussion. This clarification does not require any additional analysis.Citation: https://doi.org/10.5194/egusphere-2026-3633-RC2 -
AC2: 'Reply on RC2', Walter Manuel Hoyos Alayo, 02 Aug 2026
reply
Thank you for your careful review and for the comments provided to improve the methodological reproducibility and interpretative precision of our manuscript. We have considered all your observations and incorporated the corresponding changes into the revised version.
A detailed point-by-point response letter and the revised manuscript are attached for your consideration.
We remain attentive to any further comments or requirements.
Sincerely,
The Authors
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AC2: 'Reply on RC2', Walter Manuel Hoyos Alayo, 02 Aug 2026
reply
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This manuscript constitutes a technically rigorous, conceptually coherent, and scientifically relevant contribution to the characterisation of coastal biogeochemical variability within an under-observed sector of the northern Humboldt upwelling system. Its principal merit lies in the identification of a recurrent and spatially differentiated covariance structure among NO₃⁻, dissolved inorganic carbon, total alkalinity, surface pCO₂, biological indicators, and O₂, based on spatially co-located monthly marine fields. The analytical framework is methodologically transparent, reproducible, and appropriately constrained. The authors consistently distinguish statistical covariation from mechanistic interpretation and source attribution, which is essential given the observational design and the absence of direct measurements of terrestrial nitrogen fluxes. The manuscript is logically organised, written in precise and technically mature English, and supported by graphical material that communicates the spatial configuration, seasonal behaviour, and multivariable correlation patterns effectively. The public availability of the dataset and supplementary material further reinforces the reproducibility and scientific integrity of the study. I found no methodological deficiency that invalidates the reported seasonal or sectoral patterns.
These revisions do not modify the principal findings or conclusions. They would strengthen the methodological traceability, metrological precision, and process-based interpretation of an otherwise credible and technically mature contribution.