Environmental and economic analysis of using SWAT to simulate the effects of switchgrass production on water quality in an impaired watershed
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The wide expansion in corn ethanol production in the US was projected to generate potential water stress at regional and local scales.
“the wide expansion in corn ethanol production (first-generation biofuel) in US, encouraged by EISA in 2007, was projected to generate potential water stress at regional and local scales”
From Bioenergy production and environmental impacts (2018) · cites this paper as Zhou et al. 2015
Cites
River flow forecasting through conceptual models part I — A discussion of principles
Nash, J. E., & Sutcliffe, J. V. (1970) · Journal of Hydrology · doi:10.1016/0022-1694(70)90255-6 · Cited by 23,830 · see citing works
Model Evaluation Guidelines for Systematic Quantification of Accuracy in Watershed Simulations
Moriasi, D. N., Arnold, J. G., Liew, M. W. V., Bingner, R. L., Harmel, R. D., & Veith, T. L. (2007) · Transactions of the ASABE · doi:10.13031/2013.23153 · Cited by 13,446 · see citing works
Willmott, C. J. (1981) · Physical Geography · doi:10.1080/02723646.1981.10642213 · Cited by 4,916 · see citing works
Gassman, P. W., Reyes, M. R., Green, C. H., & Arnold, J. G. (2007) · Transactions of the ASABE · doi:10.13031/2013.23637 · Cited by 3,040 · see citing works
VALIDATION OF THE SWAT MODEL ON A LARGE RWER BASIN WITH POINT AND NONPOINT SOURCES1
Santhi, C., Arnold, J. G., Williams, J. R., Dugas, W. A., Srinivasan, R., & Hauck, L. M. (2001) · JAWRA Journal of the American Water Resources Association · doi:10.1111/j.1752-1688.2001.tb03630.x · Cited by 1,421 · see citing works
Development of switchgrass (Panicum virgatum) as a bioenergy feedstock in the United States
McLaughlin, S. B., & Adams Kszos, L. (2005) · Biomass and Bioenergy · doi:10.1016/j.biombioe.2004.05.006 · Cited by 1,091 · see citing works
U.S. Billion-Ton Update: Biomass Supply for a Bioenergy and Bioproducts Industry
Downing, M. E., Eaton, L., Graham, R. L., Langholtz, M. H., Perlack, R. D., Turhollow, A., Stokes, B. J., & Brandt, C. C. (2011) · doi:10.2172/1023318 · Cited by 1,006 · see citing works
Load estimator (LOADEST): a FORTRAN program for estimating constituent loads in streams and rivers
Runkel, R. L., Crawford, C. G., & Cohn, T. A. (2004) · Techniques and methods · doi:10.3133/tm4a5 · Cited by 936 · see citing works
Santhi, C., Srinivasan, R., Arnold, J. G., & Williams, J. R. (2005) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2005.05.013 · Cited by 327 · see citing works
Ethanol's Energy Return on Investment: A Survey of the Literature 1990−Present
Hammerschlag, R. (2006) · Environmental Science & Technology · doi:10.1021/es052024h · Cited by 305 · see citing works
Tripathi, M., Panda, R. K., & Raghuwanshi, N. S. (2003) · Biosystems Engineering · doi:10.1016/s1537-5110(03)00066-7 · Cited by 243 · see citing works
A review of soil erosion potential associated with biomass crops
Kort, J., Collins, M., & Ditsch, D. C. (1998) · Biomass and Bioenergy · doi:10.1016/s0961-9534(97)10071-x · Cited by 220 · see citing works
Santhi, C., Arnold, J. G., Williams, J. R., Hauck, L. M., & Dugas, W. A. (2001) · Transactions of the ASAE · doi:10.13031/2013.7041 · Cited by 213 · see citing works
MODELING BACTERIA FATE AND TRANSPORT IN WATERSHEDS TO SUPPORT TMDLS
Benham, B. L., Baffaut, C., Zeckoski, R. W., Mankin, K. R., Pachepsky, Y. A., Sadeghi, A. M., Brannan, K. M., Soupir, M. L., & Habersack, M. J. (2006) · Transactions of the ASABE · doi:10.13031/2013.21739 · Cited by 208 · see citing works
Williams, P. R. D., Inman, D., Aden, A., & Heath, G. A. (2009) · Environmental Science & Technology · doi:10.1021/es900250d · Cited by 206 · see citing works
Renewable fuel standard: potential economic and environmental effects of U.S. biofuel policy
(2012) · Choice Reviews Online · doi:10.5860/choice.49-6308 · Cited by 192 · see citing works
Water Quality Modeling for the Raccoon River Watershed Using SWAT
Jha, M. K., Gassman, P. W., & Arnold, J. G. (2007) · Transactions of the ASABE · doi:10.13031/2013.22660 · Cited by 185 · see citing works
Life Cycle Environmental Impacts of Selected U.S. Ethanol Production and Use Pathways in 2022
Hsu, D. D., Inman, D., Heath, G. A., Wolfrum, E. J., Mann, M., & Aden, A. (2010) · Environmental Science & Technology · doi:10.1021/es100186h · Cited by 165 · see citing works
WATER QUALITY MODEL OUTPUT UNCERTAINTY AS AFFECTED BY SPATIAL RESOLUTION OF INPUT DATA1
Cotter, A. S., Chaubey, I., Costello, T. A., Soerens, T. S., & Nelson, M. (2003) · JAWRA Journal of the American Water Resources Association · doi:10.1111/j.1752-1688.2003.tb04420.x · Cited by 150 · see citing works
Lee, K.-H., Isenhart, T. M., Schultz, R. C., & Mickelson, S. K. (1998) · Agroforestry Systems · doi:10.1023/a:1006201302242 · Cited by 146 · see citing works
EVALUATION OF THE SWAT MODEL ON A COASTAL PLAIN AGRICULTURAL WATERSHED
Bosch, D. D., Sheridan, J. M., Batten, H. L., & Arnold, J. G. (2004) · Transactions of the ASAE · doi:10.13031/2013.17629 · Cited by 135 · see citing works
Chaplot, V. A. M., Saleh, A., Jaynes, D. B., & Arnold, J. G. (2004) · Water Air & Soil Pollution · doi:10.1023/b:wate.0000022973.60928.30 · Cited by 130 · see citing works
PREDICTING SEDIMENT AND PHOSPHORUS LOADS IN THE ROCK RIVER BASIN USING SWAT
Kirsch, K., Kirsch, A. M. E., & Arnold, J. G. (2002) · Transactions of the ASAE · doi:10.13031/2013.11427 · Cited by 130 · see citing works
Maringanti, C., Chaubey, I., Arabi, M., & Engel, B. A. (2011) · Environmental Management · doi:10.1007/s00267-011-9696-2 · Cited by 129 · see citing works
Effect of GIS data quality on small watershed stream flow and sediment simulations
Luzio, M. D., Arnold, J. G., & Srinivasan, R. (2005) · Hydrological Processes · doi:10.1002/hyp.5612 · Cited by 129 · see citing works
Nelson, R., Ascough, J. C., & Langemeier, M. R. (2005) · Journal of Environmental Management · doi:10.1016/j.jenvman.2005.07.013 · Cited by 121 · see citing works
Impact of Biofuel Crop Production on the Formation of Hypoxia in the Gulf of Mexico
Costello, C., Griffin, W. M., Landis, A. E., & Matthews, H. S. (2009) · Environmental Science & Technology · doi:10.1021/es9011433 · Cited by 110 · see citing works
Impacts of biofuels production alternatives on water quantity and quality in the Iowa River Basin
Wu, Y., & Liu, S. (2011) · Biomass and Bioenergy · doi:10.1016/j.biombioe.2011.10.030 · Cited by 102 · see citing works
EFFECTS OF STATSGO AND SSURGO AS INPUTS ON SWAT MODEL'S SNOWMELT SIMULATION1
Wang, X., & Melesse, A. M. (2006) · JAWRA Journal of the American Water Resources Association · doi:10.1111/j.1752-1688.2006.tb05296.x · Cited by 94 · see citing works
Modeling Riverine Nitrate Export from an East‐Central Illinois Watershed Using SWAT
Hu, X., McIsaac, G. F., David, M. B., & Louwers, C. A. L. (2007) · Journal of Environmental Quality · doi:10.2134/jeq2006.0228 · Cited by 88 · see citing works
Love, B. J., & Nejadhashemi, A. P. (2011) · Biomass and Bioenergy · doi:10.1016/j.biombioe.2011.02.041 · Cited by 85 · see citing works
EFFECTS OF STATSGO AND SSURGO AS INPUTS ON SWAT MODEL'S SNOWMELT SIMULATION
Wang, X., & Melesse, A. M. (2006) · JAWRA Journal of the American Water Resources Association · doi:10.1111/j.1752-1688.2006.tb05608.x · Cited by 82 · see citing works
Jha, M. K., Wolter, C. F., Schilling, K. E., & Gassman, P. W. (2010) · Journal of Environmental Quality · doi:10.2134/jeq2009.0392 · Cited by 79 · see citing works
Switchgrass as a Bioenergy Crop
McLaughlin, S. B., & Kszos, L. A. (2004) · CRC Press eBooks · doi:10.1081/e-epcs-120010429 · Cited by 73 · see citing works
Simulated watershed scale impacts of corn stover removal for biofuel on hydrology and water quality
Cibin, R., Chaubey, I., & Engel, B. A. (2011) · Hydrological Processes · doi:10.1002/hyp.8280 · Cited by 72 · see citing works
Nyakatawa, E. Z., Mays, D. A., Tolbert, V. R., GREEN, T., & Bingham, L. (2006) · Biomass and Bioenergy · doi:10.1016/j.biombioe.2006.01.008 · Cited by 68 · see citing works
Integrating APEX Output for Cultivated Cropland with SWAT Simulation for Regional Modeling
Wang, X., Kannan, N., Santhi, C., Potter, S. R., Williams, J. R., & Arnold, J. G. (2011) · Transactions of the ASABE · doi:10.13031/2013.39031 · Cited by 57 · see citing works
Luzio, M. D., Arnold, J. G., & Srinivasan, R. (2004) · Journal of Soil and Water Conservation · doi:10.1080/00224561.2004.12435730 · Cited by 48 · see citing works
SP701-A-Growing and Harvesting Switchgrass for Ethanol Production in Tennessee
Garland, C. D., Bates, G. E., Clark, C. D., Dalton, D. A., Gerloff, D. C., Goddard, J. J., Goddard, K., Howard, L., Keyser, P. D., Newman, M. A., et al. (2008) · Cited by 41 · see citing works
Self-citationGIS-BASED WATER QUALITY MODELING IN THE SANDUSKY WATERSHED, OHIO, USA
Grunwald, S., & Qi, C. (2006) · JAWRA Journal of the American Water Resources Association · doi:10.1111/j.1752-1688.2006.tb04507.x · Cited by 40 · see citing works
Stewart, G. R., Munster, C. L., Vietor, D. M., Arnold, J. G., McFarland, A. M. S., White, R. J., & Provin, T. L. (2006) · Transactions of the ASABE · doi:10.13031/2013.20410 · Cited by 39 · see citing works
Adoption Subsidies and Environmental Impacts of Alternative Energy Crops
Babcock, B. A., Gassman, P. W., Jha, M. K., & Kling, C. L. (2007) · Cited by 35 · see citing works
Modeling nitrogen loss from switchgrass agricultural systems
Sarkar, S., Miller, S. A., Frederick, J. R., & Chamberlain, J. F. (2011) · Biomass and Bioenergy · doi:10.1016/j.biombioe.2011.08.009 · Cited by 33 · see citing works
Metamodelling phosphorus best management practices for policy use: a frontier approach
Johansson, R., Gowda, P. H., MULLA, D. J., & Dalzell, B. J. (2004) · Agricultural Economics · doi:10.1111/j.1574-0862.2004.tb00176.x · Cited by 29 · see citing works
Metamodelling phosphorus best management practices for policy use: a frontier approach
Johansson, R. (2004) · Agricultural Economics · doi:10.1016/j.agecon.2003.10.001 · Cited by 26 · see citing works
Modeling Cellulosic Ethanol Plant Location Using GIS
Wilson, B. S. (2009) · Cited by 20 · see citing works
Sediment characteristics of Tennessee streams and reservoirs
Trimble, S. W., & Carey, W. P. (1984) · Antarctica A Keystone in a Changing World · doi:10.3133/ofr84749 · Cited by 15 · see citing works
Gao, Y. (2011) · Cited by 11 · see citing works
A Hydrological Analysis of Switchgrass Land Cover in East Tennessee
Hayes, J. A. (2014) · Cited by 3 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Bioenergy production and environmental impacts
Wu, Y., Zhao, F., Liu, S., Wang, L., Qiu, L., Alexandrov, G., & Jothiprakash, V. (2018) · Geoscience Letters · doi:10.1186/s40562-018-0114-y · Cited by 138 · see citing works
Trang, N. T. T., Shrestha, S., Shrestha, M., Datta, A., & Kawasaki, A. (2016) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2016.10.138 · Cited by 115 · see citing works
Bioenergy: a foundation to environmental sustainability in a changing global climate scenario
Rather, R. A., Wani, A. W., Mumtaz, S., Padder, S. A., Khan, A. H., Almohana, A. I., Almojil, S. F., Alam, S. S., & Baba, T. R. (2021) · Journal of King Saud University - Science · doi:10.1016/j.jksus.2021.101734 · Cited by 92 · see citing works
Dagnew, A., Gassman, P. W., Schoof, J. T., & Secchi, S. (2016) · Hydrology and earth system sciences · doi:10.5194/hess-20-3325-2016 · Cited by 49 · see citing works
Chen, Y., Ale, S., Rajan, N., & Srinivasan, R. (2017) · Agricultural Water Management · doi:10.1016/j.agwat.2017.07.011 · Cited by 28 · see citing works
The global sustainable bioenergy potential until 2050 in global-national resolution
Mensah, T. N. O., Oyewo, A. S., & Breyer, C. (2025) · Applied Energy · doi:10.1016/j.apenergy.2025.126464 · Cited by 31 · see citing works
Impacts of urbanization and climate change on water quantity and quality in the Carp River watershed
Zango, B.-S., Seidou, O., Sartaj, M., Nakhaei, N., & Stiles, K. (2021) · Journal of Water and Climate Change · doi:10.2166/wcc.2021.158 · Cited by 26 · see citing works
Wang, Y., Bian, J., Lao, W., Zhao, Y., Hou, Z., & Sun, X. (2019) · Water · doi:10.3390/w11061241 · Cited by 21 · see citing works
Lignocellulosic‐based bioenergy and water quality parameters: a review
Acharya, B. S., & Blanco‐Canqui, H. (2018) · GCB Bioenergy · doi:10.1111/gcbb.12508 · Cited by 19 · see citing works
Bi, Z., Zhang, Y., Shi, P., Zhang, X., Shan, Z., & Ren, L. (2021) · Environmental Science and Pollution Research · doi:10.1007/s11356-020-11960-0 · Cited by 19 · see citing works
Khanjarpanah, H., Pishvaee, M. S., & Seyedhosseini, S. M. (2017) · Industrial Crops and Products · doi:10.1016/j.indcrop.2017.09.005 · Cited by 18 · see citing works
Farmer Interest in and Willingness to Grow Pennycress as an Energy Feedstock
Zhou, X. V., Jensen, K. L., Larson, J. A., & English, B. C. (2021) · Energies · doi:10.3390/en14082066 · Cited by 14 · see citing works
Self-citationRecognizing economic value in multifunctional buffers in the lower Mississippi river basin
Hui, X., Wu, M. M., & Ha, M. (2018) · Biofuels Bioproducts and Biorefining · doi:10.1002/bbb.1930 · Cited by 13 · see citing works
Assessing potassium environmental losses from a dairy farming watershed with the modified SWAT model
Wang, C., Jiang, R., Boithias, L., Sauvage, S., Sánchez-Pérez, J. M., Mao, X., Han, Y., Hayakawa, A., Kuramochi, K., & Hatano, R. (2016) · Agricultural Water Management · doi:10.1016/j.agwat.2016.02.007 · Cited by 13 · see citing works
Impact of Bioenergy on Environmental Sustainability
Pathak, K. K., & Das, S. (2019) · Energy, environment, and sustainability · doi:10.1007/978-981-15-0410-5_10 · Cited by 11 · see citing works
Microbial biotechnology for bioenergy: general overviews
Aransiola, S. A., Adeniyi, O. S., Omoregie, I. P., Akinhanmi, F. O., Oniha, M. I., & Maddela, N. R. (2024) · Microbial Biotechnology for Bioenergy · doi:10.1016/b978-0-443-14112-6.00001-8 · Cited by 8 · see citing works
Nair, S. S., McManamay, R. A., DeRolph, C. R., & Allen-Dumas, M. (2019) · MethodsX · doi:10.1016/j.mex.2019.10.010 · Cited by 7 · see citing works
Self-citationZhou, X. V., Clark, C. D., Lambert, D. M., English, B. C., Larson, J. A., & Boyer, C. N. (2015) · Agricultural Systems · doi:10.1016/j.agsy.2015.08.002 · Cited by 6 · see citing works
Self-citationSubstituting Bioenergy for Fossil Fuels and Risks to Energy Security
Sanni, S. E., Uma, P., Oni, B. A., & Okoro, E. E. (2023) · Elsevier eBooks · doi:10.1016/b978-0-323-93940-9.00122-5 · Cited by 6 · see citing works
Bioenergy-Based Sustainable Bioeconomy—Perspectives and Challenges
Vidhya, C. V., Nandhini, S., Sheela, J. M., & Reenaa, M. (2024) · Energy, environment, and sustainability · doi:10.1007/978-981-97-2523-6_2 · Cited by 5 · see citing works
Social, economic, and environmental aspects of bioenergy resources
Kabir, Z. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-822525-7.00003-2 · Cited by 4 · see citing works
Biomass Based Bioenergy: Technologies and Impact on Environmental Sustainability
Mehrez, I., Shobana, S., Semaan, G., Kim, S., & Kumar, G. (2022) · 대한환경공학회지 · doi:10.4491/ksee.2022.44.1.1 · Cited by 4 · see citing works
Optimizing land management for nitrogen reduction: A bio-economic spatial model
Levers, L. R., Dalzell, B. J., & Peterson, J. M. (2025) · Journal of Environmental Management · doi:10.1016/j.jenvman.2025.124702 · Cited by 2 · see citing works
Kim, H., Parajuli, P. B., & Suh, K. (2020) · Desalination and Water Treatment · doi:10.5004/dwt.2020.26116
Using the R Package, nsink, to assess landscape N removal in coastal catchments
Kellogg, D. Q., Hollister, J. W., Arnold, C. L., Gold, A. J., Wilson, E. H., Chadwick, C. B., Dickson, D. W., Lei-Parent, Q., & Forshay, K. J. (2024) · F1000Research · doi:10.12688/f1000research.144100.2
- Authors
- Zhou, X. V., Clark, C. D., Nair, S. S., Hawkins, S. A., & Lambert, D. M.
- Affiliations
- University of Tennessee at Knoxville (US)
- Oak Ridge National Laboratory (US)
- Corresponding author
- Zhou, Xia Vivian
- Venue
- Agricultural Water Management
- Publisher
- Elsevier BV
- Published
- 2015-10
- Volume
- 160
- Pages
- 1-13
- ISSN
- 0378-3774 (ISSN-L)
- OpenAlex
- W1797619006
- Cited by
- 25
- References
- 49
- Citations by year
- 2025: 2 · 2024: 3 · 2023: 1 · 2022: 1 · 2021: 5 · 2020: 1 · 2019: 3 · 2018: 3 · 2017: 2 · 2016: 3 · 2015: 1
- FWCI
- 1.99
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Agricultural Water Management (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Funders
- United States Environmental Protection Agency (EM-83298901)
- Topics
- Physical Sciences › Environmental Science › Water Science and Technology › Hydrology and Watershed Management Studies
- Physical Sciences › Environmental Science › Environmental Chemistry › Soil and Water Nutrient Dynamics
- Life Sciences › Agricultural and Biological Sciences › Agronomy and Crop Science › Bioenergy crop production and management
- Keywords
- switchgrass, land use conversion, biomass feedstock, water quality, nutrient loading, sediment load, nitrate, total nitrogen, total phosphorus, economic feasibility, net present value, cost-effectiveness, SWAT model
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review