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Transforming Drainage Research Data (USDA-NIFA Award No. 2015-68007-23193)

Transforming Drainage logo

This dataset contains research data compiled by the “Managing Water for Increased Resiliency of Drained Agricultural Landscapes” project a.k.a. Transforming Drainage. This project was funded from 2015-2021 by the United States Department of Agriculture, National Institute of Food and Agriculture (USDA-NIFA, Award No. 2015-68007-23193). Data are also available from a separate web-accessible application (drainagedata.org). At drainagedata.org, users can visualize the data with customized tools, query based on specific sites and measurements of interest, and access site photographs, maps, summaries, and publications. Additional data or edits made following the publication of this data here at USDA NAL Ag Data Commons will be posted under the Versions tab on drainagedata.org.

These data began in 1996 and include plot- and field-level measurements for 39 experiments across the Midwest and North Carolina. Practices studied include controlled drainage, drainage water recycling, and saturated buffers. In total, 219 variables are reported and span 207 site-years for tile drainage, 154 for nitrate-N load, 181 for water quality, 92 for water table, and 201 for crop yield.

The Transforming Drainage Project worked to advance the process of designing and implementing agricultural drainage systems for storing water in the landscape to improve the resiliency and productivity of agricultural systems. At each site, a control plot was paired with a plot with one of the following three practices to assess impacts.

  1. Controlled Drainage (CD) is the practice of using a water control structure to raise the depth of the drainage outlet, holding water in the field during periods when drainage is not needed.

  2. Drainage Water Recycling (DWR) diverts subsurface drainage water into on-farm ponds or reservoirs, where it is stored until it can be used by the crop later in the season through supplemental irrigation.

  3. Saturated Buffers (SB) remove nitrate from subsurface drainage water by diverting it into the buffer where it can be taken up by growing vegetation or removed by denitrification.

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FieldValue
Tags
drainage
tile drainage
drainage water management
subsurface drainage
drainage water recycling
saturated buffer
controlled drainage
crop yield
NP211
Modified
2022-06-03
Release Date
2021-03-18
Frequency
Daily
Identifier
21be1db9-ecb6-4d8e-8304-214a467068c2
Spatial / Geographical Coverage Area
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Publisher
Ag Data Commons
Spatial / Geographical Coverage Location
Primarily Midwest production agriculture fields at University research farms or leased ground on farmer fields: Indiana, Iowa, Minnesota, Missouri, North Carolina, North Dakota, Ohio, South Dakota
Temporal Coverage
January 1, 1996 to December 31, 2018
License
Creative Commons Attribution
Data Dictionary

https://data.nal.usda.gov/dataset/transforming-drainage-research-data-us...
Contact Name
Chighladze, Giorgi
Contact Email
isudatateam@iastate.edu
Public Access Level
Public
Program Code
005:040 - Department of Agriculture - National Research
Bureau Code
005:18 - Agricultural Research Service
Extended Metadata: 
FieldValue
Authors
Chighladze, Giorgi (ORCID)
Abendroth, Lori J. (ORCID)
Herzmann, Daryl (Google Scholar)
Helmers, Matthew J. (ORCID)
Ahiablame, Laurent (ORCID)
Allred, Barry (ORCID)
Bowling, Laura (ORCID)
Brown, Larry C. (ORCID)
Fausey, Norman (Scopus Author ID)
Frankenberger, Jane (Google Scholar)
Jaynes, Dan (ORCID)
Jia, Xinhua (ORCID)
King, Kevin (Google Scholar)
Kjaersgaard, Jeppe (Google Scholar)
Kladivko, Eileen (ORCID)
Nelson, Kelly (ORCID)
Pease, Lindsay (ORCID)
Reinhart, Benjamin (ORCID)
Strock, Jeffrey (ORCID)
Youssef, Mohamed (Google Scholar)
Peer Reviewed
No
Intended Use
This project generated data that can provide a comprehensive understanding of hydrologic, environmental, and agronomic processes in agroecosystems with subsurface drainage across several Midwest states and North Carolina. Scientists, modelers, producers, and policymakers can gain a unique insight into the impacts of drainage water management practices on water quantity and quality, as well as on crop yield. The data will be of great use for calibrating or validating hydrologic models at ever-larger scales (field, farm, and landscape), which can be coupled with projections from regional climate models to extrapolate the observed results to climate regimes not included within the study period.
Use Limitations
Research data have been collected across 39 sites over a period of more than two decades. However, sites vary in the length of experimentation, years of available data, and variables reported. Most of the experiments were not coordinated at time of initiation, hence research data collected and protocols used vary among the sites. To ensure compatibility and integrity of the data, variables have been standardized across the sites and years as possible. We strongly recommend all users to reference the uploaded file detailing methods at each site used for collecting/measuring variables. Occasionally, site-specific protocols were not adhered to because of technical or environmental constraints resulting in missing or non-standard measurements (e.g. soil samples collected at different depths due to soil freezing). Monitoring instrumentation and data logger malfunctioning were main reasons for missing water data (e.g. depth of water table); care should be taken when interpolating or aggregating these data (e.g. when estimating monthly drain flow). Some of the missing drain flow data were filled in using a special imputation method developed by the project team and are available with the original drain flow data in this dataset. It should be noted that dielectric probes used to measure volumetric soil water content did not have soil-specific calibration. Therefore, syntheses of soil moisture data from different sites should be done with caution. Users should also be aware that at some sites, subsurface drainage systems were established at the onset of the project while others were drained for decades. Hence, the treatment effect and dynamics of certain measurements can differ based on length of history. We encourage everyone to become familiar with the history and details of each research site before starting data analysis.
Funding Sources
National Institute of Food and Agriculture
2015-68007-23193
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Almen, K., Jia, X., DeSutter, T., Scherer, T., & Lin, M. (2021). Impact of Controlled Drainage and Subirrigation on Water Quality in the Red River Valley. Water, 13(3), 308. https://doi.org/10.3390/w13030308

Gunn, K. M., Baule, W. J., Frankenberger, J. R., Gamble, D. L., Allred, B. J., Andresen, J. A., & Brown, L. C. (2018). Modeled climate change impacts on subirrigated maize relative yield in northwest Ohio. Agricultural Water Management, 206, 56-66. https://doi.org/10.1016/j.agwat.2018.04.034

Jaynes, D. B., & Isenhart, T. M. (2019). Performance of Saturated Riparian Buffers in Iowa, USA. Journal of Environmental Quality, 48(2), 289-296. https://doi.org/10.2134/jeq2018.03.0115

Kolars, K., Jia, X., Steele, D. D., & Scherer, T. F. (2019). A Soil Water Balance Model for Subsurface Water Management. Applied Engineering in Agriculture, 35(4), 633-646. https://doi.org/10.13031/aea.13038

Nash, P. R., Singh, G., & Nelson, K. A. (2020). Nutrient loss from floodplain soil with controlled subsurface drainage under forage production. Journal of Environmental Quality, 49(4), 1000-1010. https://doi.org/10.1002/jeq2.20072

Negm, L. M., Youssef, M. A., & Jaynes, D. B. (2017). Evaluation of DRAINMOD-DSSAT simulated effects of controlled drainage on crop yield, water balance, and water quality for a corn-soybean cropping system in central Iowa. Agricultural Water Management, 187, 57-68. https://doi.org/10.1016/j.agwat.2017.03.010

Nelson, K. A. (2017). Soybean Yield Variability of Drainage and Subirrigation Systems in a Claypan Soil. Applied Engineering in Agriculture, 33(6), 801-809. https://doi.org/10.13031/aea.12276

Niaghi, A. R., Jia, X., Scherer, T., & Steele, D. (2019). Measurement of Unirrigated Turfgrass Evapotranspiration Rate in the Red River Valley. Vadose Zone Journal, 18(1), 1-11. https://doi.org/10.2136/vzj2018.11.0202

Rashid Niaghi, A., & Jia, X. (2019). New Approach to Improve the Soil Water Balance Method for Evapotranspiration Estimation. Water, 11(12), 2478. https://doi.org/10.3390/w11122478

Rashid Niaghi, A., Jia, X., Steele, D. D., & Scherer, T. F. (2019). Drainage water management effects on energy flux partitioning, evapotranspiration, and crop coefficients of corn. Agricultural Water Management, 225, 105760. https://doi.org/10.1016/j.agwat.2019.105760

Reinhart, B. D., Frankenberger, J. R., Hay, C. H., & Helmers, M. J. (2019). Simulated water quality and irrigation benefits from drainage water recycling at two tile-drained sites in the U.S. Midwest. Agricultural Water Management, 223, 105699. https://doi.org/10.1016/j.agwat.2019.105699

Roy, D., Jia, X., Steele, D. D., & Lin, D. (2018). Development and Comparison of Soil Water Release Curves for Three Soils in the Red River Valley. Soil Science Society of America Journal, 82(3), 568-577. https://doi.org/10.2136/sssaj2017.09.0324

Roy, D., Jia, X., Steele, D. D., Chu, X., & Lin, Z. (2020). Infiltration into Frozen Silty Clay Loam Soil with Different Soil Water Contents in the Red River of the North Basin in the USA. Water, 12(2), 321. https://doi.org/10.3390/w12020321

Saadat, S., Bowling, L., Frankenberger, J., & Kladivko, E. (2018). Estimating drain flow from measured water table depth in layered soils under free and controlled drainage. Journal of Hydrology, 556, 339-348. https://doi.org/10.1016/j.jhydrol.2017.11.001

Saadat, S., Bowling, L., Frankenberger, J., & Kladivko, E. (2018). Nitrate and phosphorus transport through subsurface drains under free and controlled drainage. Water Research, 142, 196-207. https://doi.org/10.1016/j.watres.2018.05.040

Saadat, S., Bowling, L., Frankenberger, J., & Brooks, K. (2017). Effects of Controlled Drainage on Water Table Recession Rate. Transactions of the ASABE, 60(3), 813-821. https://doi.org/10.13031/trans.11922

Singh, G., & Nelson, K. A. (2021). Long-term drainage, subirrigation, and tile spacing effects on maize production. Field Crops Research, 262, 108032. https://doi.org/10.1016/j.fcr.2020.108032

Saadat, S., Frankenberger, J., Bowling, L., & Ale, S. (2020). Evaluation of surface ponding and runoff generation in a seasonally frozen drained agricultural field. Journal of Hydrology, 588, 124985. https://doi.org/10.1016/j.jhydrol.2020.124985

Willison, R. S., Nelson, K. A., Abendroth, L. J., Chighladze, G., Hay, C. H., Jia, X., Kjaersgaard, J., Reinhart, B. D., Strock, J. S., & Wikle, C. K. (2021). Corn yield response to subsurface drainage water recycling in the midwestern United States. Agronomy Journal, 113(2), 1865-1881. https://doi.org/10.1002/agj2.20579

Helmers, M., Abendroth, L., Reinhart, B., Chighladze, G., Pease, L., Bowling, L., Youssef, M., Ghane, E., Ahiablame, L., Brown, L., Fausey, N., Frankenberger, J., Jaynes, D., King, K., Kladivko, E., Nelson, K., & Strock, J. (2022). Impact of controlled drainage on subsurface drain flow and nitrate load: A synthesis of studies across the U.S. Midwest and Southeast. Agricultural Water Management, 259, 107265. https://doi.org/10.1016/j.agwat.2021.107265

Abendroth, L. J., Chighladze, G., Frankenberger, J. R., Bowling, L. C., Helmers, M. J., Herzmann, D. E., Jia, X., Kjaersgaard, J., Pease, L. A., Reinhart, B. D., Strock, J., & Youssef, M. (2022). Paired field and water measurements from drainage management practices in row-crop agriculture. Scientific Data, 9(1). https://doi.org/10.1038/s41597-022-01358-7
Method Citation

Kladivko, E. J., Helmers, M. J., Abendroth, L. J., Herzmann, D., Lal, R., Castellano, M. J., Mueller, D. S., Sawyer, J. E., Anex, R. P., Arritt, R. W., Basso, B., Bonta, J. V., Bowling, L. C., Cruse, R. M., Fausey, N. R., Frankenberger, J. R., Gassman, P. W., Gassmann, A. J., Kling, C. L., … Villamil, M. B. (2014). Standardized research protocols enable transdisciplinary research of climate variation impacts in corn production systems. Journal of Soil and Water Conservation, 69(6), 532-542. https://doi.org/10.2489/jswc.69.6.532

Herzmann, D. E., Abendroth, L. J., & Bunderson, L. D. (2014). Data management approach to multidisciplinary agricultural research and syntheses. Journal of Soil and Water Conservation, 69(6), 180A-185A. https://doi.org/10.2489/jswc.69.6.180a
Dataset DOI (digital object identifier)
10.15482/USDA.ADC/1521092
Product Type
Dataset
Related Content
Transforming Drainage Research Data website
Transforming Drainage Project website
FieldValue
OSTI Identifier
ISO Topic(s)
economy
environment
farming
inlandWaters
State or Territory
Indiana
Iowa
Minnesota
Missouri
North Carolina
North Dakota
Ohio
South Dakota
National Agricultural Library Thesaurus Term
data collection
agricultural land
National Institute of Food and Agriculture
drainage water
water reuse
buffers
tile drainage
nitrate nitrogen
water quality
water table
field experimentation
water storage
subsurface drainage
ponds
irrigation
crops
management systems
viability
tillage
soil properties
fertilizer application
harvesting
planting
meteorological data
soil water
agronomy
Indiana
Iowa
Minnesota
North Dakota
Ohio
South Dakota
North Carolina
Missouri
Ag Data Commons Keywords
  • Agroecosystems & Environment
  • Agroecosystems & Environment
  • Water
  • Agroecosystems & Environment
  • Water
  • Hydrology
  • Agroecosystems & Environment
  • Water
  • Water quality
  • Agroecosystems & Environment
  • Management
  • Plants & Crops
  • Plants & Crops
  • Crop production

Suggested Citation:

(dataset) Chighladze, Giorgi; Abendroth, Lori J.; Herzmann, Daryl; Helmers, Matthew J.; Ahiablame, Laurent; Allred, Barry; Bowling, Laura; Brown, Larry C.; Fausey, Norman; Frankenberger, Jane; Jaynes, Dan; Jia, Xinhua; King, Kevin; Kjaersgaard, Jeppe; Kladivko, Eileen; Nelson, Kelly; Pease, Lindsay; Reinhart, Benjamin; Strock, Jeffrey; Youssef, Mohamed (2021). Transforming Drainage Research Data (USDA-NIFA Award No 2015-68007-23193). Ag Data Commons. https://doi.org/10.15482/USDA.ADC/1521092. Accessed 2023-09-24.