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Welikhe P, Williams MR, King K, Bos J, Akland M, Baffaut C, Beck EG, Bierer A, Bosch DD, Brooks ES, Buda AR, Cavigelli M, Faulkner J, Feyereisen GW, Fortuna A, Gamble J, Hanrahan BR, Hussain MZ, Kovar JL, Lee B, Leytem AB, Liebig MA, Line D, Macrae ML, Moorman TB, Moriasi D, Mumbi R, Nelson N, Ortega-Pieck A, Osmond D, Penn C, Pisani O, Reba ML, Smith DR, Unrine J, Webb P, White KE, Wilson H, Witthaus LM. Uncertainty in phosphorus fluxes and budgets across the U.S. long-term agroecosystem research network. J Environ Qual 2023. [PMID: 37145888 DOI: 10.1002/jeq2.20485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 02/28/2023] [Accepted: 04/21/2023] [Indexed: 05/07/2023]
Abstract
Phosphorus (P) budgets can be useful tools for understanding nutrient cycling and quantifying the effectiveness of nutrient management planning and policies; however, uncertainties in agricultural nutrient budgets are not often quantitatively assessed. The objective of this study was to evaluate uncertainty in P fluxes (fertilizer/manure application, atmospheric deposition, irrigation, crop removal, surface runoff, leachate) and the propagation of these uncertainties to annual P budgets. Data from 56 cropping systems in the P-FLUX database, which spans diverse rotations and landscapes across the U.S. and Canada, were evaluated. Results showed that across cropping systems, average annual P budget was 22.4 kg P ha-1 (range = -32.7 to 340.6 kg P ha-1 ), with an average uncertainty of 13.1 kg P ha-1 (range = 1.0 to 87.1 kg P ha-1 ). Fertilizer/manure application and crop removal were the largest P fluxes across cropping systems and, as a result, accounted for the largest fraction of uncertainty in annual budgets (61 and 37%, respectively). Remaining fluxes individually accounted for <2% of the budget uncertainty. Uncertainties were large enough that determining whether P was increasing, decreasing, or not changing was inconclusive in 39% of the budgets evaluated. Findings indicate that more careful and/or direct measurements of inputs, outputs, and stocks are needed. Recommendations for minimizing uncertainty in P budgets based on the results of the study were developed. Quantifying, communicating, and constraining uncertainty in budgets among production systems and multiple geographies is critical for engaging stakeholders, developing local and national strategies for P reduction, and informing policy. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- P Welikhe
- Department of Agronomy, Purdue University
- National Soil Erosion Research Laboratory, USDA-ARS
| | - M R Williams
- National Soil Erosion Research Laboratory, USDA-ARS
| | - K King
- Soil Drainage Research Unit, USDA-ARS
| | - J Bos
- National Soil Erosion Research Laboratory, USDA-ARS
| | - M Akland
- Department of Plant and Soil Sciences, University of Kentucky
| | - C Baffaut
- Cropping Systems and Water Quality Research Unit, USDA-ARS
| | | | - A Bierer
- Northwest Irrigation and Soils Research Lab, USDA-ARS
| | - D D Bosch
- Southeast Watershed Research Laboratory, USDA-ARS
| | - E S Brooks
- Department of Soil and Water Resources, University of Idaho
| | - A R Buda
- Pasture Systems and Watershed Management Research Unit, USDA-ARS
| | - M Cavigelli
- Sustainable Agricultural Systems Lab, USDA-ARS
| | - J Faulkner
- Department of Plant and Soil Science, University of Vermont
| | | | - A Fortuna
- Grazinglands Research Laboratory, USDA-ARS
| | - J Gamble
- Plant Science Research Unit, USDA-ARS
| | | | - M Z Hussain
- W.K. Kellogg Biological Station, Michigan State University
| | - J L Kovar
- National Laboratory for Agriculture and the Environment, USDA-ARS
| | - B Lee
- Department of Plant and Soil Sciences, University of Kentucky
| | - A B Leytem
- Northwest Irrigation and Soils Research Lab, USDA-ARS
| | - M A Liebig
- Northern Great Plains Research Laboratory, USDA-ARS
| | - D Line
- Department of Crop and Soil Sciences, North Carolina State University
| | - M L Macrae
- Department of Geography and Environmental Management, University of Waterloo
| | - T B Moorman
- National Laboratory for Agriculture and the Environment, USDA-ARS
| | - D Moriasi
- Grazinglands Research Laboratory, USDA-ARS
| | - R Mumbi
- Department of Agronomy, Purdue University
- National Soil Erosion Research Laboratory, USDA-ARS
| | - N Nelson
- Department of Agronomy, Kansas State University
| | - A Ortega-Pieck
- Department of Soil and Water Resources, University of Idaho
| | - D Osmond
- Department of Crop and Soil Sciences, North Carolina State University
| | - C Penn
- National Soil Erosion Research Laboratory, USDA-ARS
| | - O Pisani
- Southeast Watershed Research Laboratory, USDA-ARS
| | - M L Reba
- Delta Water Management Research Unit, USDA-ARS
| | - D R Smith
- Grassland, Soil and Water Research Laboratory, USDA-ARS
| | - J Unrine
- Department of Plant and Soil Sciences, University of Kentucky
- Kentucky Water Resources Research Institute
| | - P Webb
- Department of Crop, Soil, and Environmental Sciences, University of Arkansas
| | - K E White
- Sustainable Agricultural Systems Lab, USDA-ARS
| | - H Wilson
- Agriculture and Agri-Food Canada, Science and Technology Branch, Brandon Research and Development Centre
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Williams MR, Welikhe P, Bos J, King K, Akland M, Augustine D, Baffaut C, Beck EG, Bierer A, Bosch DD, Boughton E, Brandani C, Brooks E, Buda A, Cavigelli M, Faulkner J, Feyereisen G, Fortuna A, Gamble J, Hanrahan B, Hussain M, Kohmann M, Kovar J, Lee B, Leytem A, Liebig M, Line D, Macrae M, Moorman T, Moriasi D, Nelson N, Ortega-Pieck A, Osmond D, Pisani O, Ragosta J, Reba M, Saha A, Sanchez J, Silveira M, Smith D, Spiegal S, Swain H, Unrine J, Webb P, White K, Wilson H, Yasarer L. P-FLUX: A phosphorus budget dataset spanning diverse agricultural production systems in the United States and Canada. J Environ Qual 2022; 51:451-461. [PMID: 35373848 DOI: 10.1002/jeq2.20351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 03/22/2022] [Indexed: 06/14/2023]
Abstract
Quantifying spatial and temporal fluxes of phosphorus (P) within and among agricultural production systems is critical for sustaining agricultural production while minimizing environmental impacts. To better understand P fluxes in agricultural landscapes, P-FLUX, a detailed and harmonized dataset of P inputs, outputs, and budgets, as well as estimated uncertainties for each P flux and budget, was developed. Data were collected from 24 research sites and 61 production systems through the Long-term Agroecosystem Research (LTAR) network and partner organizations spanning 22 U.S. states and 2 Canadian provinces. The objectives of this paper are to (a) present and provide a description of the P-FLUX dataset, (b) provide summary analyses of the agricultural production systems included in the dataset and the variability in P inputs and outputs across systems, and (c) provide details for accessing the dataset, dataset limitations, and an example of future use. P-FLUX includes information on select site characteristics (area, soil series), crop rotation, P inputs (P application rate, source, timing, placement, P in irrigation water, atmospheric deposition), P outputs (crop removal, hydrologic losses), P budgets (agronomic budget, overall budget), uncertainties associated with each flux and budget, and data sources. Phosphorus fluxes and budgets vary across agricultural production systems and are useful resources to improve P use efficiency and develop management strategies to mitigate environmental impacts of agricultural systems. P-FLUX is available for download through the USDA Ag Data Commons (https://doi.org/10.15482/USDA.ADC/1523365).
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Affiliation(s)
- M R Williams
- National Soil Erosion Research Laboratory, USDA-ARS, West Lafayette, IN, USA
| | - P Welikhe
- National Soil Erosion Research Laboratory, USDA-ARS, West Lafayette, IN, USA
- Dep. of Agronomy, Purdue Univ., West Lafayette, IN, USA
| | - J Bos
- National Soil Erosion Research Laboratory, USDA-ARS, West Lafayette, IN, USA
| | - K King
- Soil Drainage Research Unit, USDA-ARS, Columbus, OH, USA
| | - M Akland
- Dep. of Plant and Soil Sciences, Univ. of Kentucky, Lexington, KY, USA
| | - D Augustine
- Rangeland Resources Research Unit, USDA-ARS, Fort Collins, CO, USA
| | - C Baffaut
- Cropping Systems and Water Quality Research Unit, USDA-ARS, Columbia, MO, USA
| | - E G Beck
- Kentucky Geological Survey, Univ. of Kentucky, Henderson, KY, USA
| | - A Bierer
- Northwest Irrigation and Soils Research Lab, USDA-ARS, Kimberly, ID, USA
| | - D D Bosch
- Southeast Watershed Research Laboratory, USDA-ARS, Tifton, GA, USA
| | - E Boughton
- Buck Island Ranch, Archbold Biological Station, Lake Placid, FL, USA
| | - C Brandani
- Dep. of Animal and Range Science, New Mexico State Univ., Las Cruces, NM, USA
| | - E Brooks
- Dep. of Soil and Water Resources, Univ. of Idaho, Moscow, ID, USA
| | - A Buda
- Systems and Watershed Management Research Unit, USDA-ARS, University Park, PA, USA
| | - M Cavigelli
- Sustainable Agricultural Systems Laboratory, USDA-ARS, Beltsville, MD, USA
| | - J Faulkner
- Dep. of Plant and Soil Science, Univ. of Vermont, Burlington, VT, USA
| | - G Feyereisen
- Soil and Water Management Unit, USDA-ARS, St. Paul, MN, USA
| | - A Fortuna
- Grazinglands Research Laboratory, USDA-ARS, El Reno, OK, USA
| | - J Gamble
- Soil and Water Management Unit, USDA-ARS, St. Paul, MN, USA
| | - B Hanrahan
- Soil Drainage Research Unit, USDA-ARS, Columbus, OH, USA
| | - M Hussain
- W.K. Kellogg Biological Station, Michigan State Univ., Hickory Corners, MI, USA
| | - M Kohmann
- Range Cattle Research and Education Center, Univ. of Florida, Ona, FL, USA
| | - J Kovar
- Agroecosystems Management Research, USDA-ARS, Ames, IA, USA
| | - B Lee
- Dep. of Plant and Soil Sciences, Univ. of Kentucky, Lexington, KY, USA
| | - A Leytem
- Northwest Irrigation and Soils Research Lab, USDA-ARS, Kimberly, ID, USA
| | - M Liebig
- Northern Great Plains Research Laboratory, USDA-ARS, Mandan, ND, USA
| | - D Line
- Dep. of Crop and Soil Sciences, North Carolina State Univ., Raleigh, NC, USA
| | - M Macrae
- Dep. of Geography and Environmental Management, Univ. of Waterloo, Waterloo, ON, Canada
| | - T Moorman
- Agroecosystems Management Research, USDA-ARS, Ames, IA, USA
| | - D Moriasi
- Grazinglands Research Laboratory, USDA-ARS, El Reno, OK, USA
| | - N Nelson
- Dep. of Agronomy, Kansas State Univ., Manhattan, KS, USA
| | - A Ortega-Pieck
- Dep. of Soil and Water Resources, Univ. of Idaho, Moscow, ID, USA
| | - D Osmond
- Dep. of Crop and Soil Sciences, North Carolina State Univ., Raleigh, NC, USA
| | - O Pisani
- Southeast Watershed Research Laboratory, USDA-ARS, Tifton, GA, USA
| | - J Ragosta
- USDA-ARS, Jornada Experimental Range, Las Cruces, NM, USA
| | - M Reba
- USDA-ARS, Delta Water Management Research Unit, Arkansas State Univ., Jonesboro, AR, USA
| | - A Saha
- Buck Island Ranch, Archbold Biological Station, Lake Placid, FL, USA
| | - J Sanchez
- Range Cattle Research and Education Center, Univ. of Florida, Ona, FL, USA
| | - M Silveira
- Range Cattle Research and Education Center, Univ. of Florida, Ona, FL, USA
| | - D Smith
- Grassland, Soil and Water Research Laboratory, USDA-ARS, Temple, TX, USA
| | - S Spiegal
- USDA-ARS, Jornada Experimental Range, Las Cruces, NM, USA
| | - H Swain
- Buck Island Ranch, Archbold Biological Station, Lake Placid, FL, USA
| | - J Unrine
- Dep. of Plant and Soil Sciences, Univ. of Kentucky, Lexington, KY, USA
| | - P Webb
- Dep. of Crop, Soil, and Environmental Sciences, Univ. of Arkansas, Fayetteville, AR, USA
| | - K White
- Sustainable Agricultural Systems Laboratory, USDA-ARS, Beltsville, MD, USA
| | - H Wilson
- Science and Technology Branch, Brandon Research and Development Centre, Agriculture and Agri-Food Canada, Brandon, MB, Canada
| | - L Yasarer
- National Sedimentation Laboratory, USDA-ARS, Oxford, MS, USA
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