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Emilio Mayorga Senior Oceanographer emiliom@uw.edu Phone 206-543-6431 |
Education
B.S. Environmental Engineering Science, Massachusetts Institute of Technology, 1992
Ph.D. Chemical Oceanography, University of Washington, 2004
Projects
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Sampling QUantitative Internal-wave Distributions SQUID Our goals are to understand the generation, propagation, and dissipation mechanisms for oceanic internal gravity waves to enable seamless, skillful modeling & forecasts of these internal waves between the deep ocean and the shore. |
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26 Feb 2024
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The SQUID team will provide a globally distributed observing program for shear, energy flux, and mixing by internal waves. We will use profiling floats measuring temperature, salinity, velocity, and turbulence that will yield new insights into internal wave regimes and parameterizations, and that will provide direct and derived data products tailored for use by modeling groups for comparison and validation. |
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GeoHackWeek: Workshop on Geospatial Data Science APL-UW researchers teamed with University and industry partners to explore open source geospatial software development during a workshop held 1418 November. |
14 Nov 2016
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BiGCZ: Cyberinfrastructure for Bio and Geoscience processes in the Critical Zone The goal of this project is to co-develop with the "Critical Zone" science community a high-performance web-based integration and visualization environment for joint analysis of cross-scale Bio and Geoscience processes in the Critical Zone (BiGCZ), spanning experimental and observational designs. |
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1 Dec 2013
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The Critical Zone (CZ) is Earth's permeable near-surface layer -- from the atmosphere at the vegetation's canopy to the lower boundary of actively circulating groundwaters. The BiGCZ system will be an open-source software system leveraging the ODM2 information model and specifically designed to address the challenges of managing, sharing, analyzing and integrating diverse data from the multiple disciplines encompassing CZ science. |
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ODM2: Observations Data Model 2 ODM2 is a community information model aimed at extending interoperability of feature-based earth observations derived from sensors and samples and improve the capture, sharing, and archival of these data. ODM2 has been designed from a general perspective, with extensibility for achieving interoperability across multiple disciplines and systems that support publication of earth observations. |
1 Aug 2012
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NVS: NANOOS Visualization System The NANOOS Visualization System (NVS) is your tool for easy access to data. NVS gathers data across a wide range of assets such as buoys, shore stations, and coastal land-based stations. Never before available downloads and visualizations are provided in a consistent format. You can access plots and data for almost all in-situ assets for the previous 30-day period. |
2 Nov 2009
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NANOOS: Northwest Association of Networked Ocean Observing Systems This Pacific Northwest regional association is a partnership of information producers and users allied to manage coastal ocean observing systems for the benefit of stakeholders and the public. NANOOS is creating customized information and tools for Washington, Oregon, and Northern California. |
1 Jan 2004
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Publications |
2000-present and while at APL-UW |
An inclusive, collaborative approach to developing oceanography data science skills Mitchell, C., and 9 others including W.-J. Lee and E. Mayorga, "An inclusive, collaborative approach to developing oceanography data science skills," Oceanography, 39, 50-55, doi:10.5670/oceanog.2026.e104, 2026. |
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1 Mar 2026 |
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Over the last two decades, there has been an explosion of oceanographic data from a broad array of ocean observing platforms, as well as dramatic improvements in the ability of ocean models to resolve processes across multiple temporal and spatial scales. Ocean researchers' ability to leverage computing tools and resources are key to effectively understanding and monitoring our ocean, the marine ecosystems it supports, and the response of the Earth system to climate change. Therefore, data science skills have become essential in the scientific discovery process, and it is becoming increasingly important to have computational skills in our research toolbox. OceanHackWeek was launched in 2018 to build an inclusive community that promotes data and software proficiency in oceanography. With a mission to meet, collaborate, and learn at the intersection of ocean and data sciences, OceanHackWeek provides a vibrant, diverse, and inclusive community that embodies the vision of an open ocean science future. In this article we present the OceanHackWeek model, provide an overview of the curriculum and formats of the events, and discuss the lessons learned and recommendations for implementing an OceanHackWeek-style event. |
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Harnessing marine open data science for ocean sustainability in Africa, South Asia, and Latin America Martin, P.E., E.E. Holmes, E. Mayorga, and 25 others, "Harnessing marine open data science for ocean sustainability in Africa, South Asia, and Latin America," Oceanography, 38, doi:10.5670/oceanog.2025.121, 2025. |
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1 Mar 2025 |
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One of the biggest barriers to conducting ocean science around the globe is limited access to computational tools and resources, including software, computing infrastructure, and data. Open tools, such as open-source software, open data, and online computing resources, offer promising solutions toward more equitable access to scientific resources. Here, we discuss the enabling power of these tools in under-resourced and non-English speaking regions, based on experience gained in the organization of three independent programs in West African, Latin American, and Indian Ocean nations. These programs have embraced the "hackweek" learning model that bridges the gap between data science and domain applications. Hackweeks function as knowledge exchange forums and foster meaningful international and regional connections among scientists. Lessons learned across the three case studies include the importance of using open computational and data resources, tailoring programs to regional and cultural differences, and the benefits and challenges of using cloud-based infrastructure. Sharing capacity in marine open data science through the regional hackweek approach can expand the participation of more diverse scientific communities and help incorporate different perspectives and broader solutions to threats to marine ecosystems and communities. |
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Interoperable and scalable echosounder data processing with Echopype Lee, W.-J., L. Setiawan, C. Tuguinay, E. Mayorga, and V. Staneva, "Interoperable and scalable echosounder data processing with Echopype," ICES J. Mar. Sci., EOR, doi:10.1093/icesjms/fsae133, 2024. |
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12 Oct 2024 |
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Echosounders are high-frequency sonar systems used to sense fish and zooplankton underwater. Their deployment on a variety of ocean observing platforms is generating vast amounts of data at an unprecedented speed from the oceans. Efficient and integrative analysis of these data, whether across different echosounder instruments or in combination with other oceanographic datasets, is crucial for understanding marine ecosystem response to the rapidly changing climate. Here we present Echopype, an open-source Python software library designed to address this need. By standardizing data as labeled, multi-dimensional arrays encoded in the widely embraced netCDF data model following a community convention, Echopype enhances the interoperability of echosounder data, making it easier to explore and use. By leveraging scientific Python libraries optimized for distributed computing, Echopype achieves computational scalability, enabling efficient processing in both local and cloud computing environments. Echopype's modularized package structure further provides a unified framework for expanding support for additional instrument raw data formats and incorporating new analysis functionalities. We plan to continue developing Echopype by supporting and collaborating with the echosounder user community, and envision that the growth of this package will catalyze the integration of echosounder data into broader regional and global ocean observation strategies. |
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Riverine impact on future projections of marine primary production and carbon uptake Gao, S., J. Schwinger, J. Tjiputra, I. Bethke, J. Hartmann, E. Mayorga, and C. Heinze, "Riverine impact on future projections of marine primary production and carbon uptake," Biogeosciences, 20, 93-119, doi:10.5194/bg-20-93-2023, 2023. |
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9 Jan 2023 |
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Riverine transport of nutrients and carbon from inland waters to the coastal and finally the open ocean alters marine primary production (PP) and carbon (C) uptake regionally and globally. So far, this process has not been fully represented and evaluated in the state-of-the-art Earth system models. Here we assess changes in marine PP and C uptake projected under the Representative Concentration Pathway 4.5 climate scenario using the Norwegian Earth system model, with four riverine transport configurations for nutrients (nitrogen, phosphorus, silicon, and iron), carbon, and total alkalinity: deactivated, fixed at a recent-past level, coupled to simulated freshwater runoff, and following four plausible future scenarios. The inclusion of riverine nutrients and carbon at the 1970 level improves the simulated contemporary spatial distribution of annual mean PP and air–sea CO2 fluxes relative to observations, especially on the continental margins (5.4% reduction in root mean square error (RMSE) for PP) and in the North Atlantic region (7.4% reduction in RMSE for C uptake). While the riverine nutrients and C input is kept constant, its impact on projected PP and C uptake is expressed differently in the future period from the historical period. Riverine nutrient inputs lessen nutrient limitation under future warmer conditions as stratification increases and thus lessen the projected decline in PP by up to 0.66 ±â€‰0.02 Pg C yr-1 (29.5%) globally, when comparing the 19501999 with the 20502099 period. The riverine impact on projected C uptake depends on the balance between the net effect of riverine-nutrient-induced C uptake and riverine-C-induced CO2 outgassing. In the two idealized riverine configurations the riverine inputs result in a weak net C sink of 0.030.04 ±â€‰0.01 Pg C yr-1, while in the more plausible riverine configurations the riverine inputs cause a net C source of 0.11 ±â€‰0.03 Pg C yr-1. It implies that the effect of increased riverine C may be larger than the effect of nutrient inputs in the future on the projections of ocean C uptake, while in the historical period increased nutrient inputs are considered the largest driver. The results are subject to model limitations related to resolution and process representations that potentially cause underestimation of impacts. High-resolution global or regional models with an adequate representation of physical and biogeochemical shelf processes should be used to assess the impact of future riverine scenarios more accurately. |
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Continental-scale patterns of extracellular enzyme activity in the subsoil: An overlooked reservoir of microbial activity Dove, N.C., and 17 others including E. Mayorga, "Continental-scale patterns of extracellular enzyme activity in the subsoil: An overlooked reservoir of microbial activity," Environ. Res. Lett., 15, 104A1, doi:10.1088/1748-9326/abb0b3, 2020. |
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9 Oct 2020 |
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Chemical stabilization of microbial-derived products such as extracellular enzymes (EE) onto mineral surfaces has gained attention as a possibly important mechanism leading to the persistence of soil organic carbon (SOC). While the controls on EE activities and their stabilization in the surface soil are reasonably well-understood, how these activities change with soil depth and possibly diverge from those at the soil surface due to distinct physical, chemical, and biotic conditions remains unclear. We assessed EE activity to a depth of 1 m (10 cm increments) in 19 soil profiles across the Critical Zone Observatory Network, which represents a wide range of climates, soil orders, and vegetation types. For all EEs, activities per mass of soil correlated positively with microbial biomass (MB) and SOC, and all three of these variables decreased logarithmically with depth (p < 0.05). Across all sites, over half of the potential EE activities per mass soil consistently occurred below 20 cm for all measured EEs. Activities per unit MB or SOC were substantially higher at depth (soils below 20 cm accounted for 80% of whole-profile EE activity), suggesting an accumulation of stabilized (i.e. mineral sorbed) EEs in subsoil horizons. The pronounced enzyme stabilization in subsurface horizons was corroborated by mixed-effects models that showed a significant, positive relationship between clay concentration and MB-normalized EE activities in the subsoil. Furthermore, the negative relationships between soil C, N, and P and C-, N-, and P-acquiring EEs found in the surface soil decoupled below 20 cm, which could have also been caused by EE stabilization. This finding suggests that EEs may not reflect soil nutrient availabilities deeper in the soil profile. Taken together, our results suggest that deeper soil horizons hold a significant reservoir of EEs, and that the controls of subsoil EEs differ from their surface soil counterparts. |
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Better regional ocean observing through cross-national cooperation: A case study from the Northeast Pacific Barth, J.A., and 30 others including E. Mayorga and J. Newton, "Better regional ocean observing through cross-national cooperation: A case study from the Northeast Pacific," Front. Mar. Sci., 6, doi:10.3389/fmars.2019.00093, 2019. |
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28 Mar 2019 |
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The ocean knows no political borders. Ocean processes like summertime, wind-driven upwelling stretch thousands of kilometers along the Northeast Pacific (NEP) coast. This upwelling drives marine ecosystem productivity and is modulated by weather systems and seasonal to interdecadal ocean-atmosphere variability. Major ocean currents in the NEP transport water properties like heat, fresh water, nutrients, dissolved oxygen, pCO2 and pH close to shore. The eastward North Pacific Current bifurcates offshore in the NEP, delivering open-ocean signals south into the California Current and north into the Gulf of Alaska. There are a large and growing number of NEP ocean observing elements operated by government agencies, Native American Tribes, First Nations groups, not-for-profit organizations, and private entities. Observing elements include moored and mobile platforms, shipboard repeat cruises, and land-based and estuarine stations. A wide range of multidisciplinary ocean sensors are deployed to track, for example, upwelling, downwelling, ocean productivity, harmful algal blooms, ocean acidification and hypoxia, seismic activity and tsunami wave propagation. Data delivery to shore and observatory control are done through satellite and cell phone communication, and via seafloor cables. Remote sensing from satellites and land-based coastal radar provide broader spatial coverage. Numerical circulation and biogeochemical modeling complement ocean observing efforts. Models span from the deep ocean into the inland Salish Sea and estuaries. NEP ocean observing systems are used to understand regional processes and, together with numerical models, to provide ocean forecasts. By sharing data, experiences and lessons learned, the regional ocean observatory is better than the sum of its parts. |
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Spatially explicit fate factors of waterborne nitrogen emissions at the global scale Cosme, N., E. Mayorga, and M.Z. Hauschild, "Spatially explicit fate factors of waterborne nitrogen emissions at the global scale," Int. J. Life Cycle Assess., 23, 1286-1296, doi:10.1007/s11367-017-1349-0, 2017. |
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1 Jun 2018 |
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Modeling sources of nutrients in rivers draining into the Bay of Bengal A scenario analysis Pedde, S., C. Kroeze, E. Mayorga, and S.P. Seitzinger, "Modeling sources of nutrients in rivers draining into the Bay of Bengal A scenario analysis," Reg. Environ. Change, 17, 2495-2506, doi:10.1007/s10113-017-1176-7, 2017. |
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1 Dec 2017 |
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We model future trends in river export of nutrients to the Bay of Bengal, and the sources of this pollution. We focus on total nitrogen (TN), total phosphorus (TP), and dissolved silica (DSi) inputs to the Bay of Bengal Large Marine Ecosystem (BOB LME) in the years 2000, 2030, and 2050. In 2000, rivers exported 7.1 Tg N and 1.5 Tg P to the BOB LME. Three rivers (Ganges, Godavari, Irrawaddy) account for 7580% of the total river export of N and P. For 2050, we calculate an increase in river export of N to 8.6 Tg, while P export stabilizes at the 2000 level. Future trends are the net effect of increasing river export of dissolved N (by 40%) and P (by 80%), and decreasing river export of particulate N and P. The increases in dissolved N and P loads are associated primarily with increased N and P losses from agriculture and sewage systems. The decreasing export of particulate N and P is associated with damming of rivers and increased human water consumption. There are large differences in nutrient export among rivers. Rivers draining into the western BOB LME generally export more N and P than eastern BOB LME rivers. Most N and P in western BOB LME rivers are from anthropogenic sources. Future increases in dissolved inorganic N and P (DIN and DIP) export can be large for individual rivers: up to more than a factor of five for DIP and more than a doubling for DIN. The calculated nutrient export ratios (N and P relative to DSi) indicate an increasing risk for blooms of non-siliceous algal species, which can potentially produce toxins and otherwise disrupt coastal ecosystems. Our results indicate that basin-specific management may be the most effective approach towards reducing the risk of coastal eutrophication in the BOB LME. |
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Enhancing interoperability and capabilities of earth science data using the Observations Data Model 2 (ODM2) Hsu, L., and 5 others including E. Mayorga, "Enhancing interoperability and capabilities of earth science data using the Observations Data Model 2 (ODM2)," Data Sci. J., 16, doi:10.5334/dsj-2017-004, 2017. |
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6 Feb 2017 |
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Earth Science researchers require access to integrated, cross-disciplinary data in order to answer critical research questions. Partially due to these science drivers, it is common for disciplinary data systems to expand from their original scope in order to accommodate collaborative research. The result is multiple disparate databases with overlapping but incompatible data. In order to enable more complete data integration and analysis, the Observations Data Model Version 2 (ODM2) was developed to be a general information model, with one of its major goals to integrate data collected by in situ sensors with those by ex-situ analyses of field specimens. Four use cases with different science drivers and disciplines have adopted ODM2 because of benefits to their users. The disciplines behind the four cases are diverse hydrology, rock geochemistry, soil geochemistry, and biogeochemistry. For each case, we outline the benefits, challenges, and rationale for adopting ODM2. In each case, the decision to implement ODM2 was made to increase interoperability and expand data and metadata capabilities. One of the common benefits was the ability to use the flexible handling and comprehensive description of specimens and data collection sites in ODM2's sampling feature concept. We also summarize best practices for implementing ODM2 based on the experience of these initial adopters. The descriptions here should help other potential adopters of ODM2 implement their own instances or to modify ODM2 to suit their needs. |
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Observations Data Model 2: A community information model for spatially discrete Earth observations Horsburgh, J.S., and 11 others, including E. Mayorga, "Observations Data Model 2: A community information model for spatially discrete Earth observations," Environ. Modell. Software, 79, 55-74, doi:10.1016/j.envsoft.2016.01.010, 2016. |
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1 May 2016 |
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Land-based nutrient loading to LMEs: A global watershed perspective on magnitudes and sources Lee, R.Y., S. Seitzinger, and E. Mayorga, "Land-based nutrient loading to LMEs: A global watershed perspective on magnitudes and sources," Environ. Dev., 17, Suppl. 1, 220-229, doi:10.1016/j.envdev.2015.09.006, 2016. |
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1 Jan 2016 |
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Coastal resource management initiatives in recent years have moved towards ecosystem approaches such as embodied by Large Marine Ecosystems (LMEs). In this study, land-based dissolved inorganic nitrogen (DIN) loading to LMEs was evaluated using a spatially-explicit river export model (Global NEWS 2) for the year 2000 conditions and for a current trends analysis for the year 2050. Watershed export was aggregated by LME to estimate total DIN load and attribution to diffuse and point sources including natural biological fixation, agricultural biological fixation, fertilizer, manure, atmospheric deposition and sewage. Biological fixation in natural landscapes was the primary source of DIN to many LMEs, but in most (73%) LMEs, over half of the total DIN load was related to anthropogenic sources. Most of the anthropogenic DIN load across LMEs was related to agricultural sources especially fertilizer and manure. Fertilizer was the primary source of DIN to LMEs in most of Europe and Asia, while manure was the primary source in most of Central and South America. Agricultural biological fixation, sewage and atmospheric deposition in general supported a minor fraction of the DIN exported to LMEs although each was a dominant source to a few LMEs. If current trends continue, DIN export to coastal systems by 2050 relative to 2000 is predicted to increase by approximately 4045% from Africa, South America, South Asia and Oceania. Almost half of the total global increase in DIN is from South Asia. Relatively smaller increases are predicted for North America, with slight decreases in Australia and Europe. |
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Large Marine Ecosystems: Status and Trends IOC-UNESCO and UNEP, "Large Marine Ecosystems: Status and Trends" (Nairobi, Kenya: United Nations Environment Programme, 2016). |
1 Jan 2016 |
Transboundary River Basins: Status and Trends UNEP-DHI and UNEP, "Transboundary River Basins: Status and Trends" (Nairobi, Kenya: United Nations Environment Programme, 2016). |
1 Jan 2016 |
Data management strategy to improve global use of ocean acidification data and information Garcia, H.E., and 14 others., including E. Mayorga and J.A. Newton, "Data management strategy to improve global use of ocean acidification data and information," Oceanography, 28, 226-228, doi:10.5670/oceanog.2015.45, 2015. |
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1 Jun 2015 |
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Ocean acidification (OA) refers to the general decrease in pH of the global ocean as a result of absorbing anthropogenic CO2 emitted in the atmosphere since preindustrial times (Sabine et al., 2004). There is, however, considerable variability in ocean acidification, and many careful measurements need to be made and compared in order to obtain scientifically valid information for the assessment of patterns, trends, and impacts over a range of spatial and temporal scales, and to understand the processes involved. A single country or institution cannot undertake measurements of worldwide coastal and open ocean OA changes; therefore, international cooperation is needed to achieve that goal. The OA data that have been, and are being, collected represent a significant public investment. To this end, it is critically important that researchers (and others) around the world are easily able to find and use reliable OA information that range from observing data (from time-series moorings, process studies, and research cruises), to biological response experiments (e.g., mesocosm), data products, and model output. |
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A full greenhouse gases budget of Africa: Synthesis, uncertainties, and vulnerabilities Valentini, R., et al., including E. Mayorga, "A full greenhouse gases budget of Africa: Synthesis, uncertainties, and vulnerabilities," Biogeosciences, 11, 381-407, doi:10.5194/bg-11-381-2014, 2014. |
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28 Jan 2014 |
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This paper, developed under the framework of the RECCAP initiative, aims at providing improved estimates of the carbon and GHG (CO2, CH4 and N2O) balance of continental Africa. The various components and processes of the African carbon and GHG budget are considered, existing data reviewed, and new data from different methodologies (inventories, ecosystem flux measurements, models, and atmospheric inversions) presented. Uncertainties are quantified and current gaps and weaknesses in knowledge and monitoring systems described in order to guide future requirements. The majority of results agree that Africa is a small sink of carbon on an annual scale, with an average value of 0.61 ± 0.58 Pg C yr-1. Nevertheless, the emissions of CH4 and N2O may turn Africa into a net source of radiative forcing in CO2 equivalent terms. At sub-regional level, there is significant spatial variability in both sources and sinks, due to the diversity of biomes represented and differences in the degree of anthropic impacts. Southern Africa is the main source region; while central Africa, with its evergreen tropical forests, is the main sink. Emissions from land-use change in Africa are significant (around 0.32 ± 0.05 Pg C yr-1), even higher than the fossil fuel emissions: this is a unique feature among all the continents. There could be significant carbon losses from forest land even without deforestation, resulting from the impact of selective logging. Fires play a significant role in the African carbon cycle, with 1.03 ± 0.22 Pg C yr1 of carbon emissions, and 90% originating in savannas and dry woodlands. A large portion of the wild fire emissions are compensated by CO2 uptake during the growing season, but an uncertain fraction of the emission from wood harvested for domestic use is not. Most of these fluxes have large interannual variability, on the order of ± 0.5 Pg C yr-1 in standard deviation, accounting for around 25% of the year-to-year variation in the global carbon budget. |
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Global carbon dioxide emissions from inland waters Raymond, P.A., et al., including E. Mayorga, "Global carbon dioxide emissions from inland waters," Nature, 503, 355-359, doi:10.1038/nature12760, 2013. |
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20 Nov 2013 |
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Carbon dioxide (CO2) transfer from inland waters to the atmosphere, known as CO2 evasion, is a component of the global carbon cycle. Global estimates of CO2 evasion have been hampered, however, by the lack of a framework for estimating the inland water surface area and gas transfer velocity and by the absence of a global CO2 database. Here we report regional variations in global inland water surface area, dissolved CO2 and gas transfer velocity. We obtain global CO2 evasion rates of 1.8 +0.25/-0.25 petagrams of carbon (Pg C) per year from streams and rivers and 0.32 +0.25/-0.25 Pg C yr-1 from lakes and reservoirs, where the upper and lower limits are respectively the 5th and 95th confidence interval percentiles. The resulting global evasion rate of 2.1 Pg C yr-1 is higher than previous estimates owing to a larger stream and river evasion rate. Our analysis predicts global hotspots in stream and river evasion, with about 70 per cent of the flux occurring over just 20 per cent of the land surface. The source of inland water CO2 is still not known with certainty and new studies are needed to research the mechanisms controlling CO2 evasion globally. |
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The carbon budget of South Asia Patra, P.K., et al., including E. Mayorga, "The carbon budget of South Asia," Biogeosciences, 10, 513-527, doi:10.5194/bg-10-513-2013, 2013. |
25 Jan 2013 |
NANOOS partnerships for assessing ocean acidification in the Pacific Northwest Newton, J., D. Martin, E. Mayorga, A. Devol, R. Feely, S. Alin, B. Dewey, B. Eudeline, A. Barton, and A. Suhbier, "NANOOS partnerships for assessing ocean acidification in the Pacific Northwest," Proc. MTS/IEEE Oceans 2012, 14-19 October, Hampton Road, VA, doi:10.1109/OCEANS.2012.6405086, 2012. |
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14 Oct 2012 |
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Ocean acidification has serious implications for the economy and ecology of the Pacific Northwest United States. A combination of factors renders the Pacific coast and coastal estuaries particularly vulnerable to acidified water. The Northwest Association of Networked Ocean Observing Systems, NANOOS, the Regional Association of the United States Integrated Ocean Observing System, IOOS, is set up to deliver coastal data to serve the needs and decisions of its region. NANOOS has worked through IOOS with the NOAA Ocean Acidification Program, NOAA PMEL, academic, local, and commercial and tribal shellfish growing partners to provide existing observing assets to accommodate pCO2 and pH sensors, to deliver data streams from these and other providers, including that from sensors in shellfish hatcheries, and to network this capacity regionally and nationally. This increase in data access regarding OA is of value to scientists, managers, educators, and shellfish growers who are especially appreciative of the near real-time readouts of the data, upon which to make hatchery and remote setting decisions. This is a regional example of NANOOS and IOOS contributions to societal impacts from ocean acidification. |
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The carbon budget of terrestrial ecosystems in East Asia over the last two decades Piao, S.L., and 38 others including E. Mayorga, "The carbon budget of terrestrial ecosystems in East Asia over the last two decades," Biogeosciences, 9, 3571-3586, doi:10.5194/bg-9-3571-2012, 2012. |
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7 Sep 2012 |
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This Regional Carbon Cycle Assessment and Processes regional study provides a synthesis of the carbon balance of terrestrial ecosystems in East Asia, a region comprised of China, Japan, North and South Korea, and Mongolia. We estimate the current terrestrial carbon balance of East Asia and its driving mechanisms during 19902009 using three different approaches: inventories combined with satellite greenness measurements, terrestrial ecosystem carbon cycle models and atmospheric inversion models. The magnitudes of East Asia's terrestrial carbon sink from these three approaches are comparable: 0.293±0.033 PgC yr-1 from inventoryremote sensing modeldata fusion approach, 0.413±0.141 PgC y-1 (not considering biofuel emissions) or 0.224±0.141 PgC yr-1 (considering biofuel emissions) for carbon cycle models, and 0.270±0.507 PgC yr-1 for atmospheric inverse models. Here and in the following, the numbers behind ± signs are standard deviations. The ensemble of ecosystem modeling based analyses further suggests that at the regional scale, climate change and rising atmospheric CO2 together resulted in a carbon sink of 0.289±0.135 PgC yr-1, while land-use change and nitrogen deposition had a contribution of 0.013±0.029 PgC yr-1 and 0.107±0.025 PgC yr-1, respectively. Although the magnitude of climate change effects on the carbon balance varies among different models, all models agree that in response to climate change alone, southern China experienced an increase in carbon storage from 1990 to 2009, while northern East Asia including Mongolia and north China showed a decrease in carbon storage. Overall, our results suggest that about 1327% of East Asia's CO2 emissions from fossil fuel burning have been offset by carbon accumulation in its terrestrial territory over the period from 1990 to 2009. The underlying mechanisms of carbon sink over East Asia still remain largely uncertain, given the diversity and intensity of land management processes, and the regional conjunction of many drivers such as nutrient deposition, climate, atmospheric pollution and CO2 changes, which cannot be considered as independent for their effects on carbon storage. |
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The European land and inland water CO2, CO, CH4 and N2O balance between 2001 and 2005 Luyssaert, S., et al., including E. Mayorga, "The European land and inland water CO2, CO, CH4 and N2O balance between 2001 and 2005," Biogeosciences, 9, 3357-3380, doi:10.5194/bg-9-3357-2012, 2012. |
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24 Aug 2012 |
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Globally, terrestrial ecosystems have absorbed about 30% of anthropogenic greenhouse gas emissions over the period 20002007 and inter-hemispheric gradients indicate that a significant fraction of terrestrial carbon sequestration must be north of the Equator. We present a compilation of the CO2, CO, CH4 and N2O balances of Europe following a dual constraint approach in which (1) a land-based balance derived mainly from ecosystem carbon inventories and (2) a land-based balance derived from flux measurements are compared to (3) the atmospheric data-based balance derived from inversions constrained by measurements of atmospheric GHG (greenhouse gas) concentrations. Good agreement between the GHG balances based on fluxes (1294 ± 545 Tg C in CO2-eq yr-1), inventories (1299 ± 200 Tg C in CO2-eq yr-1) and inversions (1210 ± 405 Tg C in CO2-eq yr-1) increases our confidence that the processes underlying the European GHG budget are well understood and reasonably sampled. However, the uncertainty remains large and largely lacks formal estimates. Given that European net land to atmosphere exchanges are determined by a few dominant fluxes, the uncertainty of these key components needs to be formally estimated before efforts could be made to reduce the overall uncertainty. The net land-to-atmosphere flux is a net source for CO2, CO, CH4 and N2O, because the anthropogenic emissions by far exceed the biogenic sink strength. The dual-constraint approach confirmed that the European biogenic sink removes as much as 205 ± 72 Tg C yr-1 from fossil fuel burning from the atmosphere. However, This C is being sequestered in both terrestrial and inland aquatic ecosystems. If the C-cost for ecosystem management is taken into account, the net uptake of ecosystems is estimated to decrease by 45% but still indicates substantial C-sequestration. However, when the balance is extended from CO2 towards the main GHGs, C-uptake by terrestrial and aquatic ecosystems is offset by emissions of non-CO2 GHGs. As such, the European ecosystems are unlikely to contribute to mitigating the effects of climate change. |
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Riverine coupling of biogeochemical cycles between land, oceans, and atmosphere Aufdenkampe A. K., E. Mayorga, P.A. Raymond, J.M. Melack, S.C. Doney, S.R. Alin, R.E. Aalto, and K. Yoo, "Riverine coupling of biogeochemical cycles between land, oceans, and atmosphere," Frontiers Ecol. Environ., 9, 53-60, doi: 10.1890/100014, 2011. |
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1 Feb 2011 |
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Streams, rivers, lakes, and other inland waters are important agents in the coupling of biogeochemical cycles between continents, atmosphere, and oceans. The depiction of these roles in global-scale assessments of carbon (C) and other bioactive elements remains limited, yet recent findings suggest that C discharged to the oceans is only a fraction of that entering rivers from terrestrial ecosystems via soil respiration, leaching, chemical weathering, and physical erosion. Most of this C influx is returned to the atmosphere from inland waters as carbon dioxide (CO2) or buried in sedimentary deposits within impoundments, lakes, floodplains, and other wetlands. Carbon and mineral cycles are coupled by both erosion-deposition processes and chemical weathering, with the latter producing dissolved inorganic C and carbonate buffering capacity that strongly modulate downstream pH, biological production of calcium-carbonate shells, and CO2 outgassing in rivers, estuaries, and coastal zones. Human activities substantially affect all of these processes. |
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The NANOOS Visualization System (NVS): Lessons learned in data aggregation, management and reuse, for a user application Mayorga, E., T. Tanner, R. Blair, A.V. Jaramillo, N. Lederer, C.M. Risien, and C. Seaton, "The NANOOS Visualization System (NVS): Lessons learned in data aggregation, management and reuse, for a user application," In Proceedings, MTS/IEEE OCEANS 2010, Seattle, 20-23 September, doi:10.1109/OCEANS.2010.5663792 (MTS/IEEE, 2010). |
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20 Sep 2010 |
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The mission of NANOOS is to coordinate and support the development, implementation, and operations of a regional coastal ocean observing system (RCOOS) for the Pacific Northwest region, as part of the U.S. IOOS. A key objective for NANOOS is to provide data and user-defined products to a diverse group of stakeholders in a timely fashion, and at spatial and temporal scales appropriate for their needs. To this end, NANOOS developed the NANOOS Visualization System (NVS), which aggregates, displays and serves meteorological and oceanographic data, derived from buoys, gliders, tide gauges, HF Radar, meteorological stations and satellites, as well as model forecast information in such a way that it presents end users with a rich, informative and user friendly experience. |
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Global Nutrient Export from WaterSheds 2 (NEWS 2): Model development and implementation Mayorga, E., S.P. Seitzinger, J.A. Harrison, E. Dumont, A.H.W. Beusen, A.F. Bouwman, B. Fekete, C. Kroeze, and G. Van Drecht, "Global Nutrient Export from WaterSheds 2 (NEWS 2): Model development and implementation," Environ. Model. Softw., 25, 837-853, doi:10.1016/j.envsoft.2010.01.007, 2010. |
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1 Jul 2010 |
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Global NEWS is a global, spatially explicit, multi-element and multi-form model of nutrient exports by rivers. Here we present NEWS 2, the new version of Global NEWS developed as part of a Millennium Ecosystem Assessment scenario implementation from hindcast (1970) to contemporary (2000) and future scenario trajectories (2030 & 2050). We provide a detailed model description and present an overview of enhancements to input datasets, emphasizing an integrated view of nutrient form sub-models and contrasts with previous NEWS models (NEWS 1). An important difference with NEWS 1 is our unified model framework (multi-element, multi-form) that facilitates detailed watershed comparisons regionally and by element or form. NEWS 2 performs approximately as well as NEWS 1 while incorporating previously uncharacterized factors. Although contemporary global river export estimates for dissolved inorganic nitrogen (DIN) and particulates show notable reductions, they are within the range of previous studies; global exports for other nutrient forms are comparable to NEWS 1. NEWS 2 can be used as an effective tool to examine the impact of polices to reduce coastal eutrophication at regional to global scales. Continued enhancements will focus on the incorporation of other forms and sub-basin spatial variability in drivers and retention processes. |
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Sub-regional and downscaled-global scenarios of nutrient transfer in river basins: The Seine-Scheldt-Somme case study Thieu, V., E. Mayorga, G. Billen, and J. Garnier, "Sub-regional and downscaled-global scenarios of nutrient transfer in river basins: The Seine-Scheldt-Somme case study," Glob. Biogeochem. Cycles, 24, doi:10.1029/2009GB003561, 2010. |
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29 May 2010 |
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In an attempt to downscale the global prospective scenarios established by the Millennium Ecosystem Assessment to the level of three individual watersheds (the Seine, Somme, and Scheldt rivers), we examined the application of the regional RIVERSTRAHLER model, based on a mechanistic representation of in-stream processes, in tandem with the semiempirical Global Nutrient Export from Watersheds (NEWS) model, by downscaling the input data of the latter into information required by the former. Overall, the model simulates the major trends of the changes that occurred in 19702000, although with some discrepancies revealing the weakness of certain hypothesis in the global approach. For the future, the prediction is a significant decrease in total nitrogen and phosphorus fluxes into the sea compared to those of 2000. We showed the benefits of combining a process-based approach of nutrient transfer at the local scale with the use of global-scale models for integrating the development of socioeconomic driving forces acting at the global level. |
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Global nutrient river export: A scenario analysis of past and future trends Seitzinger, S., E. Mayorga, A.F. Bouwman, C. Kroeze, A.H.W. Beusen, G. Billen, G. Van Drecht, E. Dumont, B.M. Fekete, J. Garnier, and J.A. Harrison, "Global nutrient river export: A scenario analysis of past and future trends," Glob. Biogeochem. Cycles, 24, doi:10.1029/2009GB003587, 2010. |
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13 May 2010 |
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An integrated modeling approach was used to connect socioeconomic factors and nutrient management to river export of nitrogen, phosphorus, silica and carbon based on an updated Global NEWS model. Past trends (19702000) and four future scenarios were analyzed. Differences among the scenarios for nutrient management in agriculture were a key factor affecting the magnitude and direction of change of future DIN river export. |
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Nutrients export by rivers to the coastal waters of Africa: Past and future trends Yasin, J.A., C. Kroeze, and E. Mayorga, "Nutrients export by rivers to the coastal waters of Africa: Past and future trends," Glob. Biogeochem. Cycles, 24, doi:10.1029/2009GB003568, 2010. |
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11 May 2010 |
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We analyze past and future trends in nitrogen (N), phosphorus (P), and carbon (C) export by rivers to the coastal waters of Africa as calculated by the Global Nutrient Export to WaterShed (NEWS) models for the period 19702050. Between 1970 and 2000 the total nutrient export by African rivers increased by 1080%. For future years (20002050) we calculate an increase in the total loads of dissolved forms of N and P, but decreasing trends for dissolved organic C and particulate forms of N and P. There are large regions that deviate from these pan-African trends. We explore the regional patterns and the underlying processes, in particular for the Nile, Zaire, Niger, and Zambezi. In the future, anthropogenic sources may, in large parts of Africa, become larger contributors to riverine nutrient loads than natural sources. |
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Increasing anthropogenic nitrogen inputs and riverine DIN exports from the Changjiang River basin under changing human pressures Yan, W., E. Mayorga, X. Li, S.P. Seitzinger, and A.F. Bouwman, "Increasing anthropogenic nitrogen inputs and riverine DIN exports from the Changjiang River basin under changing human pressures," Glob. Biogeochem. Cycles, 24, doi:10.1029/2009GB002575, 2010. |
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24 Apr 2010 |
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In this paper, we estimate the inputs of nitrogen (N) and exports of dissolved inorganic nitrogen (DIN) from the Changjiang River to the estuary for the period 19702003, by using the global NEWS-DIN model. Modeled DIN yields range from 260 kg N km-2 yr-1 in 1970 to 895 kg N km-2 yr-1 in 2003, with an increasing trend. The study demonstrated a varied contribution of different N inputs to river DIN yields during the period 19702003. Chemical fertilizer and manure together contributed about half of the river DIN yields, while atmospheric N deposition contributed an average of 21% of DIN yields in the period 19702003. Biological N fixation contributed 40% of DIN yields in 1970, but substantially decreased to 13% in 2003. Point sewage N input also showed a decreasing trend in contribution to DIN yields, with an average of 8% over the whole period. We also discuss possible future trajectories of DIN export based on the Global NEWS implementation of the Millennium Ecosystem Assessment scenarios. Our result indicates that anthropogenically enhanced N inputs dominate and will continue to dominate river DIN yields under changing human pressures in the basin. Therefore, nitrogen pollution is and will continue to be a great challenge to China. |
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Magnitudes and sources of dissolved inorganic phosphorus inputs to surface fresh waters and the coastal zone: A new global model Harrison, J.A., A.F. Bouwman, E. Mayorga, and S. Seitzinger, "Magnitudes and sources of dissolved inorganic phosphorus inputs to surface fresh waters and the coastal zone: A new global model," Global Biogeochem. Cycles, 24, doi: 10.1029/2009GB003590, 2010. |
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20 Jan 2010 |
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As a limiting nutrient in aquatic systems, phosphorus (P) plays an important role in controlling freshwater and coastal primary productivity and ecosystem dynamics, increasing frequency and severity of harmful and nuisance algae blooms and hypoxia, as well as contributing to loss of biodiversity. Although dissolved inorganic P (DIP) often constitutes a relatively small fraction of the total P pool in aquatic systems, its bioavailability makes it an important determinant of ecosystem function. |
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The NANOOS Visualization System: Aggregating, displaying, and serving data Risien, C.M., J.C. Allan, R. Blair, A.V. Jaramillo, D. Jones, P.M. Kosro, D. Martin, E. Mayorga, J.A. Newton, T. Tanner, and S.A. Uczekaj, "The NANOOS Visualization System: Aggregating, displaying, and serving data," In Proceedings, MTS/IEEE Oceans, Biloxi, MS, 26-29 October (MTS/IEEE, 2009). |
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26 Oct 2009 |
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The Northwest Association of Networked Ocean Observing Systems (NANOOS) is one of eleven Regional Associations of the US Integrated Ocean Observing System (IOOS). NANOOS serves the Pacific Northwest from the US/Canada border to Cape Mendocino on the northern California coast. Its mission is to coordinate and support the development, implementation, and operations of a regional coastal ocean observing system (RCOOS) for the Pacific Northwest region, as part of IOOS. A key objective for NANOOS is to provide data and user-defined products regarding the coast, estuaries and ocean to a diverse group of end users in a timely fashion, and at spatial and temporal scales appropriate for their needs. |
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The Earth's natural water cycles Vorosmarty, C., D. Conley, P. Doll, J. Harrison, P. Letitre, E. Mayorga, J. Milliman, S. Seitzinger, J. van der Gun, and W. Wollheim, "The Earth's natural water cycles," in The United Nations World Water Development Report 3: Water in a Changing World, 166-180 (Paris: UNESCO World Water Assessment Programme, 2009). |
16 Mar 2009 |
Fluxes of nutrients and selected organic pollutants carried by rivers Liu, K.-K., S. Seitzinger, E. Mayorga, J. Harrison, and V. Ittekkot, "Fluxes of nutrients and selected organic pollutants carried by rivers," in Watersheds, Bays, and Bounded Seas: The Science and Management of Semi-Enclosed Marine Systems, E.R. Urban, Jr., et al., eds., 141-167 (Washington, D.C., Island Press, 2009). |
1 Jan 2009 |
The regional and global significance of nitrogen removal in lakes and reservoirs Harrison, J., R. Maranger, R. Alexander, A. Giblin, P.A. Jacinthe, E. Mayorga, S. Seitzinger, D. Sobota, and W. Wollheim, "The regional and global significance of nitrogen removal in lakes and reservoirs," Biogeochemistry, 93, 143-157, 2009. |
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1 Jan 2009 |
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Human activities have greatly increased the transport of biologically available nitrogen (N) through watersheds to potentially sensitive coastal ecosystems. Lentic water bodies (lakes and reservoirs) have the potential to act as important sinks for this reactive N as it is transported across the landscape because they offer ideal conditions for N burial in sediments or permanent loss via denitrification. However, the patterns and controls on lentic N removal have not been explored in great detail at large regional to global scales. |
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