Skip to main content
Top
Published in: Environmental Management 1/2013

01-01-2013

Assessing Sediment Yield for Selected Watersheds in the Laurentian Great Lakes Basin Under Future Agricultural Scenarios

Authors: Yang Shao, Ross S. Lunetta, Alexander J. Macpherson, Junyan Luo, Guo Chen

Published in: Environmental Management | Issue 1/2013

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

In the Laurentian Great Lakes Basin (GLB), corn acreage has been expanding since 2005 in response to high demand for corn as an ethanol feedstock. This study integrated remote sensing-derived products and the Soil and Water Assessment Tool (SWAT) within a geographic information system (GIS) modeling environment to assess the impacts of cropland change on sediment yield within four selected watersheds in the GLB. The SWAT models were calibrated during a 6 year period (2000–2005), and predicted stream flows were validated. The R 2 values were 0.76, 0.80, 0.72, and 0.81 for the St. Joseph River, the St. Mary River, the Peshtigo River, and the Cattaraugus Creek watersheds, respectively. The corresponding E (Nash and Sutcliffe model efficiency coefficient) values ranged from 0.24 to 0.79. The average annual sediment yields (tons/ha/year) ranged from 0.12 to 4.44 for the baseline (2000 to 2008) condition. Sediment yields were predicted to increase for possible future cropland change scenarios. The first scenario was to convert all “other” agricultural row crop types (i.e., sorghum) to corn fields and switch the current/baseline crop rotation into continuous corn. The average annual sediment yields increased 7–42 % for different watersheds. The second scenario was to further expand the corn planting to hay/pasture fields. The average annual sediment yields increased 33–127 % compared with baseline conditions.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
go back to reference Allan JD, Erickson DL, Fay J (1997) The influence of catchment land use on stream integrity across multiple spatial scales. Freshwater Biology 37:149–161CrossRef Allan JD, Erickson DL, Fay J (1997) The influence of catchment land use on stream integrity across multiple spatial scales. Freshwater Biology 37:149–161CrossRef
go back to reference Ambrosio JD, Ward A, Witter J, King K, Williams L (2007) Olentangy River watershed total maximum daily load study. Report to the Environmental Protection Agency (EPA) Ambrosio JD, Ward A, Witter J, King K, Williams L (2007) Olentangy River watershed total maximum daily load study. Report to the Environmental Protection Agency (EPA)
go back to reference Arnold JG, Allen PM (1999) Automated methods for estimating baseflow and ground water recharge from streamflow records. Journal of the American Water Resources Association 35:411–424CrossRef Arnold JG, Allen PM (1999) Automated methods for estimating baseflow and ground water recharge from streamflow records. Journal of the American Water Resources Association 35:411–424CrossRef
go back to reference Arnold JG, Srinivasan R, Muttiah RS, Williams JR (1998) Large area hydrologic modeling and assessment. Part 1: model development. Journal of the American Water Resources Association 34:73–89CrossRef Arnold JG, Srinivasan R, Muttiah RS, Williams JR (1998) Large area hydrologic modeling and assessment. Part 1: model development. Journal of the American Water Resources Association 34:73–89CrossRef
go back to reference Bhaduri B, Harbor J, Engel B, Grove M (2000) Assessing watershed-scale, long-term hydrologic impacts of land-use change using a GIS-NPS model. Environmental Management 26:643–658CrossRef Bhaduri B, Harbor J, Engel B, Grove M (2000) Assessing watershed-scale, long-term hydrologic impacts of land-use change using a GIS-NPS model. Environmental Management 26:643–658CrossRef
go back to reference Borah DK, Bera M (2004) Watershed-scale hydrologic and nonpoint-source pollution models: review of applications. Transactions of the ASAE 47:789–803 Borah DK, Bera M (2004) Watershed-scale hydrologic and nonpoint-source pollution models: review of applications. Transactions of the ASAE 47:789–803
go back to reference Chang J, Hansen MC, Pittman K, Carroll M, DiMiceli C (2007) Corn and soybean mapping in the United States using MODN time-series data sets. Agronomy Journal 99:1654–1664CrossRef Chang J, Hansen MC, Pittman K, Carroll M, DiMiceli C (2007) Corn and soybean mapping in the United States using MODN time-series data sets. Agronomy Journal 99:1654–1664CrossRef
go back to reference Chen E, Mackay DS (2004) Effects of distribution-based parameter aggregation on a spatially distributed agricultural nonpoint source pollution model. Journal of Hydrology 295:211–224CrossRef Chen E, Mackay DS (2004) Effects of distribution-based parameter aggregation on a spatially distributed agricultural nonpoint source pollution model. Journal of Hydrology 295:211–224CrossRef
go back to reference Crosbie B, Chow-Fraser P (1999) Percentage land use in the watershed determines the water and sediment quality of 22 marshes in the Great Lakes Basin. Canadian Journal of Fisheries and Aquatic Sciences 56:1781–1791 Crosbie B, Chow-Fraser P (1999) Percentage land use in the watershed determines the water and sediment quality of 22 marshes in the Great Lakes Basin. Canadian Journal of Fisheries and Aquatic Sciences 56:1781–1791
go back to reference Detenbeck NE, Galatowitsch SM, Atkinson J, Ball H (1999) Evaluating perturbations and developing restoration strategies for inland wetlands in the Great Lakes Basin. Wetlands 19:789–820CrossRef Detenbeck NE, Galatowitsch SM, Atkinson J, Ball H (1999) Evaluating perturbations and developing restoration strategies for inland wetlands in the Great Lakes Basin. Wetlands 19:789–820CrossRef
go back to reference Donner SD, Kucharik CJ (2008) Corn-based ethanol production compromises goal of reducing nitrogen export by the Mississippi River. Proceedings of the National Academy of Sciences of the United States of America 105(11):4513–4518CrossRef Donner SD, Kucharik CJ (2008) Corn-based ethanol production compromises goal of reducing nitrogen export by the Mississippi River. Proceedings of the National Academy of Sciences of the United States of America 105(11):4513–4518CrossRef
go back to reference FitzHugh TW, Mackay DS (2000) Impacts of input parameter spatial aggregation on an agricultural nonpoint source pollution model. Journal of Hydrology 236:35–53CrossRef FitzHugh TW, Mackay DS (2000) Impacts of input parameter spatial aggregation on an agricultural nonpoint source pollution model. Journal of Hydrology 236:35–53CrossRef
go back to reference Fohrer N, Haverkamp S, Eckhardt K, Frede HG (2001) Hydrologic response to land use changes on the catchment scale. Physics and Chemistry of the Earth Part B 26:577–582CrossRef Fohrer N, Haverkamp S, Eckhardt K, Frede HG (2001) Hydrologic response to land use changes on the catchment scale. Physics and Chemistry of the Earth Part B 26:577–582CrossRef
go back to reference Foster GR, Highfill RE (1983) Effect of terraces on soil loss: USLE P factor values for terraces. Journal of Soil and Water Conservation 38:48–51 Foster GR, Highfill RE (1983) Effect of terraces on soil loss: USLE P factor values for terraces. Journal of Soil and Water Conservation 38:48–51
go back to reference Gassman PW (2008) Simulation assessment of the Boone River watershed: baseline calibration/validation results and issues, and future research needs. Dissertation, Iowa State University Gassman PW (2008) Simulation assessment of the Boone River watershed: baseline calibration/validation results and issues, and future research needs. Dissertation, Iowa State University
go back to reference Gassman PW, Jha M, Secchi S, Arnold J (2003) Initial calibration and validation of the SWAT model for the upper Mississippi River basin. In: Proceedings of the 7th international conference on diffuse pollution and basin management, IWA Publisher, Dublin, 17–22 August 2003, p 10–40 Gassman PW, Jha M, Secchi S, Arnold J (2003) Initial calibration and validation of the SWAT model for the upper Mississippi River basin. In: Proceedings of the 7th international conference on diffuse pollution and basin management, IWA Publisher, Dublin, 17–22 August 2003, p 10–40
go back to reference 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 ASABE 50(4):1211–1250 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 ASABE 50(4):1211–1250
go back to reference Ghidey F, Sadler EJ, Lerch RN, Baffaut C (2007) Scaling up the SWAT model from goodwater creek experimental watershed to the long branch watershed. ASABE Paper No. 072043. St. Joseph, American Society of Agricultural and Biological Engineers, Michigan Ghidey F, Sadler EJ, Lerch RN, Baffaut C (2007) Scaling up the SWAT model from goodwater creek experimental watershed to the long branch watershed. ASABE Paper No. 072043. St. Joseph, American Society of Agricultural and Biological Engineers, Michigan
go back to reference Green CH, Tomer MD, Di LM, Arnold JG (2006) Hydrologic evaluation of the Soil and Water Assessment Tool for a large tile-drained watershed in Iowa. Transactions of the ASABE 49:413–422 Green CH, Tomer MD, Di LM, Arnold JG (2006) Hydrologic evaluation of the Soil and Water Assessment Tool for a large tile-drained watershed in Iowa. Transactions of the ASABE 49:413–422
go back to reference Harbor JM (1994) A practical method for estimating the impact of land-use change on surface runoff, groundwater recharge and wetland hydrology. Journal of the American Planning Association 60:95–108CrossRef Harbor JM (1994) A practical method for estimating the impact of land-use change on surface runoff, groundwater recharge and wetland hydrology. Journal of the American Planning Association 60:95–108CrossRef
go back to reference Johnson DM (2008) A comparison of coincident Landsat-5 TM and Resourcesat-1 AWiFS imagery for classifying croplands. Photogrammetric Engineering and Remote Sensing 74:1413–1423 Johnson DM (2008) A comparison of coincident Landsat-5 TM and Resourcesat-1 AWiFS imagery for classifying croplands. Photogrammetric Engineering and Remote Sensing 74:1413–1423
go back to reference Keeney R, Hertel TW (2009) The indirect land use impacts of United States biofuel policies: the importance of acreage, yield, and bilateral trade responses. American Journal of Agricultural Economics 91:895–909CrossRef Keeney R, Hertel TW (2009) The indirect land use impacts of United States biofuel policies: the importance of acreage, yield, and bilateral trade responses. American Journal of Agricultural Economics 91:895–909CrossRef
go back to reference Lunetta RS, Greene RG, Lyon JG (2005) Modeling the distribution of diffuse source nitrogen sources and sinks in the Neuse River Basin of North Carolina, USA. JAWRA 41(5):1129–1147 Lunetta RS, Greene RG, Lyon JG (2005) Modeling the distribution of diffuse source nitrogen sources and sinks in the Neuse River Basin of North Carolina, USA. JAWRA 41(5):1129–1147
go back to reference Lunetta RS, Shao Y, Ediriwickrema J, Lyon JG (2010) Monitoring agricultural cropping patterns across the Laurentian Great Lakes Basin using MODIS-NDVI data. International Journal of Applied Earth Observation and Geoinformation 12:81–88CrossRef Lunetta RS, Shao Y, Ediriwickrema J, Lyon JG (2010) Monitoring agricultural cropping patterns across the Laurentian Great Lakes Basin using MODIS-NDVI data. International Journal of Applied Earth Observation and Geoinformation 12:81–88CrossRef
go back to reference Miller SN, Kepner WG, Mehaffey MH, Hernandez M, Miller RC, Goodrich DC, Devonald K, Heggem D, Miller WP (2002) Integrating landscape assessment and hydrologic modeling for land cover change analysis. Journal of the American Water Resources Association 38:915–929CrossRef Miller SN, Kepner WG, Mehaffey MH, Hernandez M, Miller RC, Goodrich DC, Devonald K, Heggem D, Miller WP (2002) Integrating landscape assessment and hydrologic modeling for land cover change analysis. Journal of the American Water Resources Association 38:915–929CrossRef
go back to reference Naef F, Scherrer S, Weiler M (2002) A process based assessment of the potential to reduce flood runoff by land use change. Journal of Hydrology 267:74–79CrossRef Naef F, Scherrer S, Weiler M (2002) A process based assessment of the potential to reduce flood runoff by land use change. Journal of Hydrology 267:74–79CrossRef
go back to reference Pimentel D, Patzek T (2005) Ethanol production using corn, switchgrass, and wood; biodiesel production using soybean and sunflower. Natural Resources Research 14:65–76CrossRef Pimentel D, Patzek T (2005) Ethanol production using corn, switchgrass, and wood; biodiesel production using soybean and sunflower. Natural Resources Research 14:65–76CrossRef
go back to reference Searchinger T, Heimlich R, Houghton RA, Dong FX, Elobeid A, Fabiosa J, Tokgoz S, Hayes D, Yu TH (2008) Use of US croplands for biofuels increases greenhouse gases through emissions from land-use change. Science 319:1238–1240CrossRef Searchinger T, Heimlich R, Houghton RA, Dong FX, Elobeid A, Fabiosa J, Tokgoz S, Hayes D, Yu TH (2008) Use of US croplands for biofuels increases greenhouse gases through emissions from land-use change. Science 319:1238–1240CrossRef
go back to reference Secchi S, Lyubov K, Gassman PW, Hart C (2011) Land use change in a biofuels hotspot: the case of Iowa, USA. Biomass and Bioenergy 35:2391–2400CrossRef Secchi S, Lyubov K, Gassman PW, Hart C (2011) Land use change in a biofuels hotspot: the case of Iowa, USA. Biomass and Bioenergy 35:2391–2400CrossRef
go back to reference Shao Y, Lunetta RS, Ediriwickrema J, Liames J (2010) Mapping cropland and major crop types across the Great Lakes Basin using MODIS-NDVI data. Photogrammetric Engineering and Remote Sensing 76:73–84 Shao Y, Lunetta RS, Ediriwickrema J, Liames J (2010) Mapping cropland and major crop types across the Great Lakes Basin using MODIS-NDVI data. Photogrammetric Engineering and Remote Sensing 76:73–84
go back to reference Srinivasan R, Ramanarayanan TS, Arnold JG, Bednarz ST (1998) Large area hydrologic modeling and assessment. Part II: model application. Journal of the American Water Resources Association 34:91–101CrossRef Srinivasan R, Ramanarayanan TS, Arnold JG, Bednarz ST (1998) Large area hydrologic modeling and assessment. Part II: model application. Journal of the American Water Resources Association 34:91–101CrossRef
go back to reference Stern AJ, Doraiswamy P, Akhmedov B (2008) Crop rotation changes in Iowa due to ethanol production. In: International geoscience and remote sensing symposium, Boston, 6–11 July 2008 Stern AJ, Doraiswamy P, Akhmedov B (2008) Crop rotation changes in Iowa due to ethanol production. In: International geoscience and remote sensing symposium, Boston, 6–11 July 2008
go back to reference Stonefelt MD, Fontaine TA, Hotchkiss RH (2000) Impacts of climate change on water yield in the Upper Wind River Basin. Journal of the American Water Resources Association 36:321–336CrossRef Stonefelt MD, Fontaine TA, Hotchkiss RH (2000) Impacts of climate change on water yield in the Upper Wind River Basin. Journal of the American Water Resources Association 36:321–336CrossRef
go back to reference Tang Z, Engel BA, Pijanowski BC, Lim KJ (2005) Forecasting land use change and its environmental impact at a watershed scale. Journal of Environmental Management 76:35–45CrossRef Tang Z, Engel BA, Pijanowski BC, Lim KJ (2005) Forecasting land use change and its environmental impact at a watershed scale. Journal of Environmental Management 76:35–45CrossRef
go back to reference Tong STY, Chen WL (2002) Modeling the relationship between land use and surface water quality. Journal of Environmental Management 66:377–393CrossRef Tong STY, Chen WL (2002) Modeling the relationship between land use and surface water quality. Journal of Environmental Management 66:377–393CrossRef
go back to reference Van Liew MW, Veith TL, Bosch D, Arnold JG (2007) Suitability of SWAT for the conservation effects assessment project: a comparison on USDA-ARS experimental watersheds. Journal of Hydrologic Engineering 12(2):173–189CrossRef Van Liew MW, Veith TL, Bosch D, Arnold JG (2007) Suitability of SWAT for the conservation effects assessment project: a comparison on USDA-ARS experimental watersheds. Journal of Hydrologic Engineering 12(2):173–189CrossRef
go back to reference Wardlow BD, Egbert SL, Kastens JH (2007) Analysis of time-series MODIS 250 m vegetation index data for crop classification in the US Central Great Plains. Remote Sensing of Environment 108:290–310CrossRef Wardlow BD, Egbert SL, Kastens JH (2007) Analysis of time-series MODIS 250 m vegetation index data for crop classification in the US Central Great Plains. Remote Sensing of Environment 108:290–310CrossRef
go back to reference Weller DE, Jordan TE, Correll DL, Liu ZJ (2003) Effects of land-use change on nutrient discharges from the Patuxent River watershed. Estuaries 26:244–266CrossRef Weller DE, Jordan TE, Correll DL, Liu ZJ (2003) Effects of land-use change on nutrient discharges from the Patuxent River watershed. Estuaries 26:244–266CrossRef
go back to reference Whiting PJ (2003) Estimating TMDL background sediment loading from existing data: final report to the Great Lakes commission Whiting PJ (2003) Estimating TMDL background sediment loading from existing data: final report to the Great Lakes commission
go back to reference Winchell M, Srinivasan R, Di LM, Arnold JG (2007) ArcSWAT interface for SWAT user’s guide. Blackland Research Center, Texas Agricultural Experiment station and USDA Agricultural Research Service Winchell M, Srinivasan R, Di LM, Arnold JG (2007) ArcSWAT interface for SWAT user’s guide. Blackland Research Center, Texas Agricultural Experiment station and USDA Agricultural Research Service
go back to reference Wolter PT, Johnston CA, Niemi GJ (2006) Land use land cover change in the US Great Lakes basin 1992 to 2001. Journal of Great Lakes Research 32:607–628CrossRef Wolter PT, Johnston CA, Niemi GJ (2006) Land use land cover change in the US Great Lakes basin 1992 to 2001. Journal of Great Lakes Research 32:607–628CrossRef
Metadata
Title
Assessing Sediment Yield for Selected Watersheds in the Laurentian Great Lakes Basin Under Future Agricultural Scenarios
Authors
Yang Shao
Ross S. Lunetta
Alexander J. Macpherson
Junyan Luo
Guo Chen
Publication date
01-01-2013
Publisher
Springer-Verlag
Published in
Environmental Management / Issue 1/2013
Print ISSN: 0364-152X
Electronic ISSN: 1432-1009
DOI
https://doi.org/10.1007/s00267-012-9903-9

Other articles of this Issue 1/2013

Environmental Management 1/2013 Go to the issue