Wonsook S Ha
Wonsook Ha is a Hydrologist with the USGS Upper Midwest Water Science Center.
Education and Certifications
Ph.D. Soil and Water Sciences (Concentration: Soil Physics), University of Florida
Engineer-in-training (Certificate No.: 131705), California board of registration for professional engineers and land surveyors.
Science and Products
A steady-state groundwater flow model for the Des Moines River alluvial aquifer near Prospect Park, Des Moines, Iowa
The Des Moines River alluvial aquifer is an important source of water for Des Moines Water Works, the municipal water utility that provides residential and commercial water resources to the residents of Des Moines, Iowa, and surrounding municipalities. As an initial step in developing a better understanding of the groundwater resources of the Des Moines River alluvial aquifer, the U.S. Geological
Authors
Kendall M. FitzGerald, Wonsook S. Ha, Adel E. Haj, Lance R. Gruhn, Emilia L. Bristow, Jared R. Weber
Conceptual and numerical groundwater flow model of the Cedar River alluvial aquifer system with simulation of drought stress on groundwater availability near Cedar Rapids, Iowa, for 2011 through 2013
Between July 2011 and February 2013, the City of Cedar Rapids observed water level declines in their horizontal collector wells approaching 11 meters. As a result, pumping from these production wells had to be halted, and questions were raised about the reliability of the alluvial aquifer under future drought conditions. The U.S. Geological Survey, in cooperation with the City of Cedar Rapids, com
Authors
Adel E. Haj, Wonsook S. Ha, Lance R. Gruhn, Emilia L. Bristow, Amy M. Gahala, Joshua F. Valder, Carole D. Johnson, Eric A. White, Shelby P. Sterner
Non-USGS Publications**
S. Ha, W.; R. Diak, G.; F. Krajewski, W. Estimating Near Real-Time Hourly Evapotranspiration Using Numerical Weather Prediction Model Output and GOES Remote Sensing Data in Iowa. Remote Sens. 2020, 12, 2337.
Ha, W., Springer, A. E., O’Donnell, F. C., and Kolb, T. E., 2017. Sensitivity of evapotranspiration models to on-site and off-site meteorological data for a ponderosa pine forest, Current Perspective to Predict Actual Evapotranspiration, Daniel Bucur (Ed.), InTech (Open access book publisher), doi:10.5772/intechopen.684.
W. Ha, T. E. Kolb, A. E. Springer, S. Dore, F. C. O’Donnell, R. M. Morales, S. Masek Lopez, and G. W. Koch, 2015. Evapotranspiration comparisons between eddy covariance measurements and meteorological and remote sensing-based models in disturbed ponderosa pine forests, Ecohydrology, 8, 1335-1350.
Hernandez, J. E., Gowda, P. H., Marek, T. H., Howell, T. A. and Ha, W. 2015. Implications of 3 alternative management policies on groundwater levels in the Texas High Plains, Texas Water Journal, 6 (1), 86-102.
Ha, W., Masek Lopez, S., and Springer, A., 2014. Field considerations for measuring evapotranspiration with the eddy covariance method,Ecological Restoration Institute, Northern Arizona University, Flagstaff, AZ.
Ha, W., Springer, A. E., Kolb, T. E., Dore, S., Masek Lopez, S., O’Donnell, F. C., Morales, R. M., and Koch, G. W., Comparing evapotranspiration between model predictions and eddy covariance measurements in ponderosa pine forests, Northern Arizona, 2014 Evapotranspiration: Challenges in Measurement and Modeling from Leaf to the Landscape Scale and Beyond, Raleigh, NC, Apr. 2014.
Ha, Wonsook & Gowda, Prasanna & Howell, Terry. (2013). A review of downscaling methods for remote sensing-based irrigation management: Part I. Irrigation Science. 31. 10.1007/s00271-012-0331-7.
Ha, Wonsook & Gowda, Prasanna & Howell, Terry. (2013). A review of potential image fusion methods for remote sensing-based irrigation management: Part II. Image fusion. Irrigation Science. 31. 10.1007/s00271-012-0340-6.
Hernández, J. E., Gowda, P. H., Marek, T. H., Howell, T. A. and Ha, W., Texas Water Journal, 4 (1), 22-34, 2013
Ha, W., Suarez, D.L., and Lesch, S.M., 2013. Predicting perchlorate uptake in greenhouse lettuce from perchlorate, nitrate and chloride irrigation water concentrations, Journal of Environmental Quality, 42 (1), 208-218.
Ha, W., Gowda, P. H., and Howell, T. A., 2011. Downscaling of land surface temperature maps in the Texas High Plains with the TsHARP method, GIScience & Remote Sensing, 48 (4), 583-599.
Ha, W., Suarez, D.L., and Lesch, S.M., 2011. Perchlorate uptake in spinach as related to perchlorate, nitrate, and chloride concentrations in irrigation water, Environmental Science & Technology, 45 (21), 9363-9371.
Ha, W., Gowda, P., Oommen, T., Marek, T., Porter, D., and Howell, T., Spatial interpolation of daily reference evapotranspiration in the Texas Panhandle, World Environmental and Water Resources Congress of ASCE 2011, Palm Springs, CA, May 2011.
Gowda, P., Howell, T., Ha, W., Copeland, K., and Rajan, N., Lysimetric evaluation of eddy covariance fluxes over irrigated cotton in the Texas High Plains, 2011 ASA-CSSA-SSSA annual meetings, San Antonio, TX, Oct. 2011.
Wonsook Ha, Prasanna H. Gowda, Terry A. Howell, George Paul, et al.. "Downscaling Surface Temperature Images with TsHARP" St. Joseph5th National Decennial Irrigation Conference Proceedings, 5-8 December 2010, Phoenix Convention Center, Phoenix, Arizona USA (2010).
Available at: http://works.bepress.com/jairo_hernandez/12/
Available at: http://works.bepress.com/jairo_hernandez/12/
Hernandez, J. E., Gowda, P. H., Almas, L. K., Marek, T. H., Howell, T. A., and Ha, W., Modeling groundwater levels in the Northern High Plains of Texas, 2010 ASABE Annual Meeting Paper, Pittsburgh, PA, Jun. 2010.
Ha, W., Gowda, P. H., Oommen, T., Howell, T. A., and Hernandez, J. E. , Downscaling of aircraft-, landsat-, and MODIS-based land surface temperature images with support vector machines, 2010 AGU meeting, San Francisco, CA, Dec. 2010.
Hernandez, J. E., Gowda, P. H., Marek, T. H., Howell, T. A., Ha, W., and Almas, L. K., Evaluation of four economic policies for Ogallala aquifer sustainability in the Texas High Plains, 2010 AGU meeting, San Francisco, CA, Dec. 2010.
Gowda, P. H., Colaizzi, P. D., O’Shaunnessy, S., Ha, W., and Howell, T., A. Reflectance-based estimation of soil heat fluxes in the Texas High Plains, 2010 AGU meeting, San Francisco, CA, Dec. 2010.
Ha, W., Mansell, R. S., Shinde, D., Kim, N.-H., Ajwa, H. A., and Stanley, C. D., 2009. 2-D simulation of non-isothermal fate and transport of a drip-applied fumigant in plastic-mulched soil beds. I. Model development and performance investigation, Transport in Porous Media, 78 (1), 77-99.
Ha, W., Stanley, C. D., Mansell, R. S., and Ajwa, H. A., 2009. 2-D simulation of non-isothermal fate and transport of a drip-applied fumigant in plastic-mulched soil beds. II. Sensitivity analysis and model application, Transport in Porous Media, 76 (3), 431-448.
Ha W., and Suarez, D. L., Predicting perchlorate uptake by lettuce and spinach, 2008 ASA-CSSA-SSSA annual meetings, Houston, TX, Oct. 2008.
Ajwa, H., Shem-Tov, S., Ha, W., Gao, S., Sullivan, D., Segawa, R., Wofford, P., and Shatley, D., Fumigation emissions reduction by using low permeability film and thiosurfate water seal, Annual international research conference on methyl bromide alternatives and emissions reductions, San Diego, CA, Oct. 2007.
Ha, W., Methods of sealing fumigants in soils - VIF vs. commercial plastic mulch, floricultural production with methyl bromide alternatives: A short course presented by University of California-Davis, USDA-ARS Salinas and Parlier, University of California Cooperative Extension Salinas, Ventura, San Diego, and California Cut Flower Commission, Salinas & Ventura, CA, May 15 & 30, 2007.
Ha W., and Ajwa, H. A., Permeabilidad de la cubierta de plástico a los fumigantes del suelo, Spanish strawberry field day, Santa Maria, CA, Mar. 2007.
Ajwa, H., Shem-Tov, S., Ha, W., Gao, S., Sullivan, D., and Segawa R., Fumigant emissions reduction by using thiosulfate and low permeability films, 2007 ASA-CSSA-SSSA annual meetings, New Orleans, LA, Nov. 2007.
Ha W., and Ajwa, H. A., Plastic film permeability to soil fumigants, Annual international research conference on methyl bromide alternatives and emissions reductions, Orlando, FL, Nov. 2006.
Ha, W., Stanley, C., Ajwa, H. A., and Mansell, R., Non-isothermal fate and transport modeling of drip-applied fumigant in plastic-mulched soil beds, 2005 ASA-CSSA-SSSA annual meetings, Salt Lake City, UT, Nov. 2005.
Ha, W., Mansell, B., Stanley, C. D., and Olsen, A., Irrigation effects upon temperature distributions in mulched soil beds with tomato, 2003 ASA-CSSA-SSSA annual meetings, Denver, CO, Nov. 2003.
Ha, W., Mansell, R. S., Stanley, C. D., and Olsen, A., Diurnal thermal regimes in plastic-covered soil beds and implications for pesticide fate/transport, 2002 ASA-CSSA-SSSA annual meetings, Indianapolis, IN, Nov. 2002.
Kim, S. H., Lee, Y. D., Ha, W. S., and Ro, H. M., 1998. A study on the transport phenomena of hydrophobic pesticides influenced by the interfaces of groundwater in unsaturated inorganic porous media. Journal of Korean Society of Environmental Engineer, 20 (11), 1545-1553.
**Disclaimer: The views expressed in Non-USGS publications are those of the author and do not represent the views of the USGS, Department of the Interior, or the U.S. Government.
Python-HBRT model and groundwater levels used for estimating the static, shallow water table depth for the State of Wisconsin
A histrogram-based boosted regression tree (HBRT) method was used to predict the depth to the surficial aquifer water table (in feet) throughout the State of Wisconsin. This method used a combination of discrete groundwater levels from the U.S. Geological Survey National Water Information System, continuous groundwater levels from the National Groundwater Monitoring Network, the State of Wisconsin
Histogram-based gradient boosted regression tree model of mean ages of shallow well samples in the Great Lakes Basin, USA
Green and others (2021) developed a gradient boosted regression tree model to predict the mean groundwater age, or travel time, for shallow wells across a portion of the Great Lakes basin in the United States. Their study applied machine learning methods to predict ages in wells using well construction, well chemistry, and landscape characteristics. For a dataset of age tracers in 961 water sample
Permeameter test data collected in the streambed sediments of the Cedar River near Cedar Rapids, Iowa, 2014
This data release contains a set of permeameter test data collected in February and March of 2014 on the Cedar River near Cedar Rapids, Iowa. The permeameter tests were performed in proximity to five horizontal collector wells (HCs) 1, 2, 3, 4, and 6, and three vertical wells that are operated by the City of Cedar Rapids. Each dataset represents groundwater levels over time while individual HC and
MODFLOW-NWT model used to simulate groundwater levels in the Des Moines River alluvial aquifer near Des Moines, Iowa
The U.S. Geological Survey constructed a steady-state numerical groundwater flow model in cooperation with Des Moines Water Works (DMWW) to simulate groundwater flow conditions in the Des Moines River alluvial aquifer (DMRA) during winter low-flow conditions typical of December 2018-2020. The Des Moines River alluvial aquifer (DMRA) is an important source of water for Des Moines Water Works (DMWW)
MODFLOW-NWT model used to simulate groundwater levels in the Cedar River alluvial aquifer near Cedar Rapids, Iowa
A three-dimensional MODFLOW-NWT model was constructed to better understand the effects of drought stress on the Cedar River alluvial aquifer, the principal source of municipal water for the City of Cedar Rapids, Iowa. Historically, the aquifer supported the production needs of the City of Cedar Rapids and surrounding area but between July 2011 and February 2013, Iowa experienced severe drought con
Science and Products
A steady-state groundwater flow model for the Des Moines River alluvial aquifer near Prospect Park, Des Moines, Iowa
The Des Moines River alluvial aquifer is an important source of water for Des Moines Water Works, the municipal water utility that provides residential and commercial water resources to the residents of Des Moines, Iowa, and surrounding municipalities. As an initial step in developing a better understanding of the groundwater resources of the Des Moines River alluvial aquifer, the U.S. Geological
Authors
Kendall M. FitzGerald, Wonsook S. Ha, Adel E. Haj, Lance R. Gruhn, Emilia L. Bristow, Jared R. Weber
Conceptual and numerical groundwater flow model of the Cedar River alluvial aquifer system with simulation of drought stress on groundwater availability near Cedar Rapids, Iowa, for 2011 through 2013
Between July 2011 and February 2013, the City of Cedar Rapids observed water level declines in their horizontal collector wells approaching 11 meters. As a result, pumping from these production wells had to be halted, and questions were raised about the reliability of the alluvial aquifer under future drought conditions. The U.S. Geological Survey, in cooperation with the City of Cedar Rapids, com
Authors
Adel E. Haj, Wonsook S. Ha, Lance R. Gruhn, Emilia L. Bristow, Amy M. Gahala, Joshua F. Valder, Carole D. Johnson, Eric A. White, Shelby P. Sterner
Non-USGS Publications**
S. Ha, W.; R. Diak, G.; F. Krajewski, W. Estimating Near Real-Time Hourly Evapotranspiration Using Numerical Weather Prediction Model Output and GOES Remote Sensing Data in Iowa. Remote Sens. 2020, 12, 2337.
Ha, W., Springer, A. E., O’Donnell, F. C., and Kolb, T. E., 2017. Sensitivity of evapotranspiration models to on-site and off-site meteorological data for a ponderosa pine forest, Current Perspective to Predict Actual Evapotranspiration, Daniel Bucur (Ed.), InTech (Open access book publisher), doi:10.5772/intechopen.684.
W. Ha, T. E. Kolb, A. E. Springer, S. Dore, F. C. O’Donnell, R. M. Morales, S. Masek Lopez, and G. W. Koch, 2015. Evapotranspiration comparisons between eddy covariance measurements and meteorological and remote sensing-based models in disturbed ponderosa pine forests, Ecohydrology, 8, 1335-1350.
Hernandez, J. E., Gowda, P. H., Marek, T. H., Howell, T. A. and Ha, W. 2015. Implications of 3 alternative management policies on groundwater levels in the Texas High Plains, Texas Water Journal, 6 (1), 86-102.
Ha, W., Masek Lopez, S., and Springer, A., 2014. Field considerations for measuring evapotranspiration with the eddy covariance method,Ecological Restoration Institute, Northern Arizona University, Flagstaff, AZ.
Ha, W., Springer, A. E., Kolb, T. E., Dore, S., Masek Lopez, S., O’Donnell, F. C., Morales, R. M., and Koch, G. W., Comparing evapotranspiration between model predictions and eddy covariance measurements in ponderosa pine forests, Northern Arizona, 2014 Evapotranspiration: Challenges in Measurement and Modeling from Leaf to the Landscape Scale and Beyond, Raleigh, NC, Apr. 2014.
Ha, Wonsook & Gowda, Prasanna & Howell, Terry. (2013). A review of downscaling methods for remote sensing-based irrigation management: Part I. Irrigation Science. 31. 10.1007/s00271-012-0331-7.
Ha, Wonsook & Gowda, Prasanna & Howell, Terry. (2013). A review of potential image fusion methods for remote sensing-based irrigation management: Part II. Image fusion. Irrigation Science. 31. 10.1007/s00271-012-0340-6.
Hernández, J. E., Gowda, P. H., Marek, T. H., Howell, T. A. and Ha, W., Texas Water Journal, 4 (1), 22-34, 2013
Ha, W., Suarez, D.L., and Lesch, S.M., 2013. Predicting perchlorate uptake in greenhouse lettuce from perchlorate, nitrate and chloride irrigation water concentrations, Journal of Environmental Quality, 42 (1), 208-218.
Ha, W., Gowda, P. H., and Howell, T. A., 2011. Downscaling of land surface temperature maps in the Texas High Plains with the TsHARP method, GIScience & Remote Sensing, 48 (4), 583-599.
Ha, W., Suarez, D.L., and Lesch, S.M., 2011. Perchlorate uptake in spinach as related to perchlorate, nitrate, and chloride concentrations in irrigation water, Environmental Science & Technology, 45 (21), 9363-9371.
Ha, W., Gowda, P., Oommen, T., Marek, T., Porter, D., and Howell, T., Spatial interpolation of daily reference evapotranspiration in the Texas Panhandle, World Environmental and Water Resources Congress of ASCE 2011, Palm Springs, CA, May 2011.
Gowda, P., Howell, T., Ha, W., Copeland, K., and Rajan, N., Lysimetric evaluation of eddy covariance fluxes over irrigated cotton in the Texas High Plains, 2011 ASA-CSSA-SSSA annual meetings, San Antonio, TX, Oct. 2011.
Wonsook Ha, Prasanna H. Gowda, Terry A. Howell, George Paul, et al.. "Downscaling Surface Temperature Images with TsHARP" St. Joseph5th National Decennial Irrigation Conference Proceedings, 5-8 December 2010, Phoenix Convention Center, Phoenix, Arizona USA (2010).
Available at: http://works.bepress.com/jairo_hernandez/12/
Available at: http://works.bepress.com/jairo_hernandez/12/
Hernandez, J. E., Gowda, P. H., Almas, L. K., Marek, T. H., Howell, T. A., and Ha, W., Modeling groundwater levels in the Northern High Plains of Texas, 2010 ASABE Annual Meeting Paper, Pittsburgh, PA, Jun. 2010.
Ha, W., Gowda, P. H., Oommen, T., Howell, T. A., and Hernandez, J. E. , Downscaling of aircraft-, landsat-, and MODIS-based land surface temperature images with support vector machines, 2010 AGU meeting, San Francisco, CA, Dec. 2010.
Hernandez, J. E., Gowda, P. H., Marek, T. H., Howell, T. A., Ha, W., and Almas, L. K., Evaluation of four economic policies for Ogallala aquifer sustainability in the Texas High Plains, 2010 AGU meeting, San Francisco, CA, Dec. 2010.
Gowda, P. H., Colaizzi, P. D., O’Shaunnessy, S., Ha, W., and Howell, T., A. Reflectance-based estimation of soil heat fluxes in the Texas High Plains, 2010 AGU meeting, San Francisco, CA, Dec. 2010.
Ha, W., Mansell, R. S., Shinde, D., Kim, N.-H., Ajwa, H. A., and Stanley, C. D., 2009. 2-D simulation of non-isothermal fate and transport of a drip-applied fumigant in plastic-mulched soil beds. I. Model development and performance investigation, Transport in Porous Media, 78 (1), 77-99.
Ha, W., Stanley, C. D., Mansell, R. S., and Ajwa, H. A., 2009. 2-D simulation of non-isothermal fate and transport of a drip-applied fumigant in plastic-mulched soil beds. II. Sensitivity analysis and model application, Transport in Porous Media, 76 (3), 431-448.
Ha W., and Suarez, D. L., Predicting perchlorate uptake by lettuce and spinach, 2008 ASA-CSSA-SSSA annual meetings, Houston, TX, Oct. 2008.
Ajwa, H., Shem-Tov, S., Ha, W., Gao, S., Sullivan, D., Segawa, R., Wofford, P., and Shatley, D., Fumigation emissions reduction by using low permeability film and thiosurfate water seal, Annual international research conference on methyl bromide alternatives and emissions reductions, San Diego, CA, Oct. 2007.
Ha, W., Methods of sealing fumigants in soils - VIF vs. commercial plastic mulch, floricultural production with methyl bromide alternatives: A short course presented by University of California-Davis, USDA-ARS Salinas and Parlier, University of California Cooperative Extension Salinas, Ventura, San Diego, and California Cut Flower Commission, Salinas & Ventura, CA, May 15 & 30, 2007.
Ha W., and Ajwa, H. A., Permeabilidad de la cubierta de plástico a los fumigantes del suelo, Spanish strawberry field day, Santa Maria, CA, Mar. 2007.
Ajwa, H., Shem-Tov, S., Ha, W., Gao, S., Sullivan, D., and Segawa R., Fumigant emissions reduction by using thiosulfate and low permeability films, 2007 ASA-CSSA-SSSA annual meetings, New Orleans, LA, Nov. 2007.
Ha W., and Ajwa, H. A., Plastic film permeability to soil fumigants, Annual international research conference on methyl bromide alternatives and emissions reductions, Orlando, FL, Nov. 2006.
Ha, W., Stanley, C., Ajwa, H. A., and Mansell, R., Non-isothermal fate and transport modeling of drip-applied fumigant in plastic-mulched soil beds, 2005 ASA-CSSA-SSSA annual meetings, Salt Lake City, UT, Nov. 2005.
Ha, W., Mansell, B., Stanley, C. D., and Olsen, A., Irrigation effects upon temperature distributions in mulched soil beds with tomato, 2003 ASA-CSSA-SSSA annual meetings, Denver, CO, Nov. 2003.
Ha, W., Mansell, R. S., Stanley, C. D., and Olsen, A., Diurnal thermal regimes in plastic-covered soil beds and implications for pesticide fate/transport, 2002 ASA-CSSA-SSSA annual meetings, Indianapolis, IN, Nov. 2002.
Kim, S. H., Lee, Y. D., Ha, W. S., and Ro, H. M., 1998. A study on the transport phenomena of hydrophobic pesticides influenced by the interfaces of groundwater in unsaturated inorganic porous media. Journal of Korean Society of Environmental Engineer, 20 (11), 1545-1553.
**Disclaimer: The views expressed in Non-USGS publications are those of the author and do not represent the views of the USGS, Department of the Interior, or the U.S. Government.
Python-HBRT model and groundwater levels used for estimating the static, shallow water table depth for the State of Wisconsin
A histrogram-based boosted regression tree (HBRT) method was used to predict the depth to the surficial aquifer water table (in feet) throughout the State of Wisconsin. This method used a combination of discrete groundwater levels from the U.S. Geological Survey National Water Information System, continuous groundwater levels from the National Groundwater Monitoring Network, the State of Wisconsin
Histogram-based gradient boosted regression tree model of mean ages of shallow well samples in the Great Lakes Basin, USA
Green and others (2021) developed a gradient boosted regression tree model to predict the mean groundwater age, or travel time, for shallow wells across a portion of the Great Lakes basin in the United States. Their study applied machine learning methods to predict ages in wells using well construction, well chemistry, and landscape characteristics. For a dataset of age tracers in 961 water sample
Permeameter test data collected in the streambed sediments of the Cedar River near Cedar Rapids, Iowa, 2014
This data release contains a set of permeameter test data collected in February and March of 2014 on the Cedar River near Cedar Rapids, Iowa. The permeameter tests were performed in proximity to five horizontal collector wells (HCs) 1, 2, 3, 4, and 6, and three vertical wells that are operated by the City of Cedar Rapids. Each dataset represents groundwater levels over time while individual HC and
MODFLOW-NWT model used to simulate groundwater levels in the Des Moines River alluvial aquifer near Des Moines, Iowa
The U.S. Geological Survey constructed a steady-state numerical groundwater flow model in cooperation with Des Moines Water Works (DMWW) to simulate groundwater flow conditions in the Des Moines River alluvial aquifer (DMRA) during winter low-flow conditions typical of December 2018-2020. The Des Moines River alluvial aquifer (DMRA) is an important source of water for Des Moines Water Works (DMWW)
MODFLOW-NWT model used to simulate groundwater levels in the Cedar River alluvial aquifer near Cedar Rapids, Iowa
A three-dimensional MODFLOW-NWT model was constructed to better understand the effects of drought stress on the Cedar River alluvial aquifer, the principal source of municipal water for the City of Cedar Rapids, Iowa. Historically, the aquifer supported the production needs of the City of Cedar Rapids and surrounding area but between July 2011 and February 2013, Iowa experienced severe drought con