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Landscape Influences on Headwater Streams on Fort Stewart, Georgia, USA

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Abstract

Military landscapes represent a mixture of undisturbed natural ecosystems, developed areas, and lands that support different types and intensities of military training. Research to understand water-quality influences of military landscapes usually involves intensive sampling in a few watersheds. In this study, we developed a survey design of accessible headwater watersheds intended to improve our ability to distinguish land–water relationships in general, and training influences, in particular, on Fort Stewart, GA. We sampled and analyzed water from watershed outlets. We successfully developed correlative models for total suspended solids (TSS), total nitrogen (TN), organic carbon (OC), and organic nitrogen (ON), which dominated in this blackwater ecosystem. TSS tended to be greater in samples after rainfall and during the growing season, and models that included %Wetland suggested a “build-and-flush” relationship. We also detected a positive association between TSS and tank-training, which suggests a need to intercept sediment-laden runoff from training areas. Models for OC showed a negative association with %Grassland. TN and ON both showed negative associations with %Grassland, %Wetland, and %Forest. Unexpected positive associations were observed between OC and equipment-training activity and between ON and %Bare ground + Roads. Future studies that combine our survey-based approach with more intensive monitoring of the timing and intensity of training would be needed to better understand the mechanisms for these empirical relationships involving military training. Looking beyond local effects on Fort Stewart streams, we explore questions about how exports of OC and nitrogen from coastal military installations ultimately influence estuaries downstream.

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References

  • Anderson DR (2008) Model based inference in the life sciences: a primer on evidence. Springer, New York

    Book  Google Scholar 

  • Ator SW, Olsen AR, Pitchford AM, Denver JM (2003) Application of a multi-purpose unequal-probability stream survey in the Mid-Atlantic Coastal Plain. Journal of the American Water Resources Association 39:873–886

    Article  Google Scholar 

  • Baker B (2011) A decision support tool for predicting water quality based on land cover Masters project. Duke University, Durham

    Google Scholar 

  • Bhat S, Jacobs JM, Hatfield K, Prenger J (2006) Relationships between stream water chemistry and military land use in forested watersheds in Fort Benning, Georgia. Ecological Indicators 6:458–466

    Article  Google Scholar 

  • Bilotta GS, Brazer RE (2008) Understanding the influence of suspended solids on water quality and aquatic biota. Water Research 42:2849–2861

    Article  CAS  Google Scholar 

  • Bilotta GS, Brazier RE, Haygarth PM, Macleod CJA, Butler R, Granger S, Krueger T, Freer J , Quinton JN (2008) Rethinking the contribution of drained and undrained grasslands to sediment-related water quality problems. Journal of Environment Quality 37:906–914

    Article  CAS  Google Scholar 

  • Burnham KP, Anderson DR (2002) Model selection and multimodel inference: a practical information-theoretic approach, 2nd edn. Springer-Verlag, New York

    Google Scholar 

  • Conrads PA, Roehl EA Jr (1999) Comparing physics-based and neural network models for simulating salinity, temperature, and dissolved oxygen in a complex, tidally affected river basin. In: Proceedings of the South Carolina environmental conference, 15–16 Mar 1999. http://sc.water.usgs.gov/publications/abstracts/NN-modelcomparison-Abstract.html. Accessed 2 Mar 2010

  • Craft CB, Casey WP (2000) Sediment and nutrient accumulation in floodplain and depressional freshwater wetlands of Georgia, USA. Wetlands 20(2):323–332

    Article  Google Scholar 

  • DeBusk WF, Skulnick BL, Prenger JP, Reddy KR (2005) Response of soil organic carbon dynamics to disturbance from military training. Journal of Soil and Water Conservation 60:163–171

    Google Scholar 

  • Don A, Schulze ED (2008) Controls on fluxes and export of dissolved organic carbon in grasslands with contrasting soil types. Biogeochemistry 91:117–131

    Article  Google Scholar 

  • Draft Environmental Impact Statement (2010) The DEIS for training range and garrison support facilities construction and operation at Fort Stewart, Georgia, chap 3, Mar 2010.

  • Efroymson RA, Jager HI, Dale VH, Westerveld J (2009) A framework for developing management goals for species at risk with examples from military installations in the United States. Environmental Management 44:1163–1179

    Article  Google Scholar 

  • Garten CT, Ashwood TL (2004) Modeling soil quality thresholds to ecosystem recovery at Fort Benning, GA, USA. Ecological Engineering 23:351–369

    Article  Google Scholar 

  • Gassman PW, Reyes MR, Green CH, Arnold JG (2007) The soil and water assessment tool: historical development, applications, and future research directions. Transactions of the American Society of Agricultural and Biological Engineering (ASABE) 50:1211–1250

    CAS  Google Scholar 

  • Golladay SW, Battle J (2002) Effects of flooding and drought on water quality on Gulf Coastal Plain streams in Georgia. Journal of Environment Quality 31:1266–1272

    Article  CAS  Google Scholar 

  • Goodale CL, Aber JD, Vitousek PM, McDowell WH (2005) Long-term decreases in stream nitrate: successional causes unlikely; possible links to DOC? Ecosystems 8:334–337

    Article  CAS  Google Scholar 

  • Hamdan LJ, Jonas RB (2006) Seasonal and interannual dynamics of free-living bacterioplankton and microbially labile organic carbon along the salinity gradient of the Potomac River. Estuaries and Coasts 29:40–53

    CAS  Google Scholar 

  • Hendrickson J, Trahan N, Gordon E, Ouyang Y (2007) Estimating relevance of organic carbon, nitrogen, and phosphorus loads to a blackwater river estuary. Journal of the American Water Resources Association 43:264–279

    Article  CAS  Google Scholar 

  • Homer CCH, Yang L, Wylie B, Coan M (2004) Development of a 2001 National Landcover Database for the United States. Photogrammetric Engineering and Remote Sensing 70:829–840

    Google Scholar 

  • Houser JN, Mulholland PJ, Maloney KO (2006) Upland disturbance affects headwater stream nutrients and suspended sediments during baseflow and stormflow. Journal of Environment Quality 35:352–365

    Article  CAS  Google Scholar 

  • Hunsaker CT, Levine DA (1995) Hierarchical approaches to the study of water-quality in rivers. BioScience 45:193–203

    Article  Google Scholar 

  • Jager HI, Bevelhimer MS, Peterson DL (2011) Population viability analysis of the endangered shortnose sturgeon. Final report to SERDP. ORNL/TM-2011/48 (in review). http://www.osti.gov/

  • Jentsch A, Friedrich S, Steinlein T, Beyschlag W, Nezadal W (2009) Assessing conservation action for substitution of missing dynamics on former military training areas in central Europe. Restoration Ecology 17:107–116

    Article  Google Scholar 

  • Jones KB, Neale AC, Nash MS, Van Remortel RD, Wickham JD, Riitters KH et al (2001) Predicting nutrient and sediment loadings to streams from landscape metrics: a multiple watershed study from the United States Mid-Atlantic region. Landscape Ecology 16:301–312

    Article  Google Scholar 

  • Kaushal SS, Lewis WM Jr (2005) Fate and transport of organic nitrogen in minimally disturbed montane streams of Colorado, USA. Biogeochemistry 74:303–321

    Article  CAS  Google Scholar 

  • Leff LG, Meyer JL (1991) Biological availability of dissolved organic matter along the Ogeechee River. Limnology and Oceanography 36(2):315–323

    Article  CAS  Google Scholar 

  • Lehrter JC (2006) Effects of land use and land cover, stream discharge, and interannual climate on the magnitude and timing of nitrogen, phosphorus, and organic carbon concentrations in three Coastal Plain watersheds. Water Environment Research 78:2356–2368

    Article  CAS  Google Scholar 

  • Leis SA, Engle DM, Leslie DM, Fehmi JS (2005) Effects of short- and long-term disturbance resulting from military maneuvers on vegetation and soils in a mixed prairie area. Environmental Management 36:849–861

    Article  Google Scholar 

  • Lewis DB, Grimm NB (2007) Hierarchical regulation of N export from urban catchments: interactions of storms and landscapes. Ecological Applications 17:2347–2364

    Article  Google Scholar 

  • Mallin MA (2009) Comparative impacts of stormwater runoff on water quality of an urban, a suburban, and a rural stream. Environmental Monitoring and Assessment 159:475–491

    Article  CAS  Google Scholar 

  • Mallin MA, McIver MR, Ensign SH, Cahoon LB (2004) Photosynthetic and heterotrophic impacts of nutrient loading to blackwater streams. Ecological Applications 14:823–838

    Article  Google Scholar 

  • Mallin MA, Johnson VL, Ensign SH, MacPherson TA (2006) Factors contributing to hypoxia in rivers, lakes, and streams. Limnology and Oceanography 51(1):690–701

    Article  CAS  Google Scholar 

  • Maloney KO, Feminella JW (2006) Evaluation of single- and multi-metric benthic macroinvertebrate indicators of catchment disturbance over time at the Fort Benning Military Installation, Georgia, USA. Ecological Indicators 6:469–484

    Article  Google Scholar 

  • Maloney KO, Mulholland PJ, Feminella JW (2005a) Influence of catchment-scale military land use on stream physical and organic matter variables in small Southeastern Plain catchments (USA). Environmental Management 35:677–691

    Article  Google Scholar 

  • Maloney KO, Mulholland PJ, Feminella JW (2005b) ERRATUM: influence of catchment-scale military land use on stream physical and organic matter variables in small Southeastern Plain catchments (USA). Environmental Management 36:918

    Article  Google Scholar 

  • Meyer JL (1986) Dissolved organic carbon dynamics in two subtropical blackwater rivers. Archiv fur Hydrobiologie 108:119–134

    CAS  Google Scholar 

  • Meyer JL (1990) A blackwater perspective on riverine ecosystems. BioScience 40:643–651

    Article  Google Scholar 

  • Meyer JL, Edwards RT (1990) Ecosystem metabolism and turnover of organic-carbon along a blackwater river continuum. Ecology 71:668–677

    Article  CAS  Google Scholar 

  • Meyer JL, Benke AC, Edwards RT, Wallace JB (1997) Organic matter dynamics in the Ogeechee River, a blackwater river in Georgia, USA. Journal of the North American Benthological Society 16:82–87

    Article  Google Scholar 

  • Miltner RJ, Rankin ET (1998) Primary nutrients and the biotic integrity of rivers and streams. Freshwater Biology 40:145–158

    Article  CAS  Google Scholar 

  • Pellerin BA, Wollheim WM, Hopkinson CS, McDowell WH, Williams MR, Vorosmarty CJ et al (2004) Role of wetlands and developed land use on dissolved organic nitrogen concentrations and DON/TDN in northeastern US rivers and streams. Limnology and Oceanography 49:910–918

    Article  CAS  Google Scholar 

  • Pinheiro JC, Bates DM (2000) Mixed-effects models in S and S-Plus. Springer-Verlag, New York

    Book  Google Scholar 

  • Pringle CM, Freeman MC, Freeman BJ (2000) Regional effects of hydrologic alterations on riverine macrobiota in the new world: tropical-temperate comparisons. BioScience 50:807–823

    Article  Google Scholar 

  • Quist MC, Fay PA, Guy CS, Knapp AK, Rubenstein BN (2003) Military training effects on terrestrial and aquatic communities on a grassland military installation. Ecological Applications 13:432–442

    Article  Google Scholar 

  • Richter BD, Braun DP, Mendelson MA, Master LL (1997) Threats to imperiled freshwater fauna. Conservation Biology 11(5):1081–1093

    Article  Google Scholar 

  • Sabater F, Meyer JL, Edwards RT (1993) Longitudinal patterns of dissolved organic carbon concentration and suspended bacterial density along a blackwater river. Biogeochemistry 21:73–93

    Article  CAS  Google Scholar 

  • Silveira ML, Comerford NB, Reddy KR, Prenger J, DeBusk WF (2010) Influence of military land uses on soil carbon dynamics in forest ecosystems of Georgia, USA. Ecological Indicators 10:905–909

    Article  CAS  Google Scholar 

  • Strauss EA, Mitchell NL, Lamberti GA (2002) Factors regulating nitrification in aquatic sediments: effects of organic carbon, nitrogen availability, and pH. Canadian Journal of Fisheries and Aquatic Sciences 59(3):554–563

    Article  CAS  Google Scholar 

  • Sun L, Perdue EM, Meyer JL, Weis J (1997) Use of elemental composition to predict bioavailability of dissolved organic matter in a Georgia river. Limnology and Oceanography 42:714–721

    Article  CAS  Google Scholar 

  • United States Environmental Protection Agency (1994) The quality of our nation’s water: 1992. EPA 841-S-94-002. EPA Office of Water, Washington, DC

  • United States Environmental Protection Agency (2000) Ambient water quality criteria recommendations: rivers and streams in nutrient ecoregion XII. EPA-822-B-00-021

  • United States Environmental Protection Agency (2005) Total maximum daily load evaluation for twenty-three stream segments in the Ogeechee River Basin for dissolved oxygen. EPA 841-S-94-002. EPA Office of Water, Washington, DC

  • Utley BC, Vellidis G, Lowrance R, Smith MC (2008) Factors affecting sediment oxygen demand dynamics in blackwater streams of Georgia’s coastal plain. Journal of the American Water Resources Association 44:742–753

    Article  CAS  Google Scholar 

  • Verity PG, Alber M, Bricker MB (2006) Development of hypoxia in well-mixed sub-tropical estuaries in the southeastern USA. Estuaries and Coasts 29:665–673

    CAS  Google Scholar 

  • Vogelmann JE, Sohl TL, Campbell PV, Shaw DM (1998) Regional land cover characterization using Landsat Thematic Mapper data and ancillary data sources. Environmental Monitoring and Assessment 51(1–2):415–428

    Article  Google Scholar 

  • Wang LZ, Robertson DM, Garrison PJ (2007) Linkages between nutrients and assemblages of macroinvertebrates and fish in wadeable streams: implication to nutrient criteria development. Environmental Management 39:194–212

    Article  Google Scholar 

  • Warren SD, Holbrook SW, Dale DA, Whelan NL, Elyn M, Grimm W et al (2007) Biodiversity and the heterogeneous disturbance regime on military training lands. Restoration Ecology 15:606–612

    Article  Google Scholar 

  • Weigel BM, Robertson DM (2007) Identifying biotic integrity and water chemistry relations in non-wadable rivers of Wisconsin: toward the development of nutrient criteria. Environmental Management 40:691–708

    Article  Google Scholar 

  • Weller DE, Jordan TE, Correll DL, Liu ZJ (2003) Effects of land-use change on nutrient discharges from the Patuxent River watershed. Estuaries 26:244–266

    Article  CAS  Google Scholar 

  • Zuur AF, Leno EN, Walker N, Saveliev AA, Smith GM (2009) Mixed effects models and extensions in ecology with R, 1st edn. Springer-Verlag, New York

    Book  Google Scholar 

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Acknowledgements

This research was performed at Oak Ridge National Laboratory (ORNL) and sponsored by the United States Department of Defense Strategic Environmental Research and Development Program (SERDP) through military interagency purchase requisition no. W74RDV83465697. ORNL is managed by UT-Battelle, LLC, for the United States Department of Energy under contract DE-AC05-00OR22725. Many people contributed to this effort, starting with our SERDP program manager, John Hall. Special thanks are due to Patrick Mulholland who provided his considerable expertise and advice in the planning and execution of a hydrology and water chemistry study. Tim Beatty (CIV USA FORSCOM) served as our primary contact in the Natural Resources Division, Fort Stewart, and facilitated all of our sampling. We also appreciate the efforts of others at Fort Stewart, including Larry Carlisle, Ron Owens, and Robert Gosling. We thank Keith Gates (UGA Marine Extension) for arranging for laboratory analysis of water chemistry and sharing water-quality data for the Ogeechee River. GIS data and expertise were provided by Latha Baskaran (ORNL) and Steve Campbell (ORISE). We thank Chuck Garten and Pat Mulholland for collegial reviews of this manuscript and extremely helpful reviews from five reviewers.

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Correspondence to Henriette I. Jager.

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Fig. S1. Plots describing observed versus predicted values (left column) and residuals (right column) for each analyte modeled, including a, b total suspended sediment (TSS); c, d total organic carbon (TOC); e, f dissolved organic carbon (DOC); g, h total nitrogen (TN); and i, j organic nitrogen (ON) (PDF 103 kb)

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Jager, H.I., Bevelhimer, M.S., King, R.L. et al. Landscape Influences on Headwater Streams on Fort Stewart, Georgia, USA. Environmental Management 48, 795–807 (2011). https://doi.org/10.1007/s00267-011-9722-4

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