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RESEARCH ARTICLE (Open Access)

Nitrogen and phosphorus leaching losses under cropping and zone-specific variable-rate irrigation

John J. Drewry https://orcid.org/0000-0002-8781-2604 A * , Carolyn B. Hedley https://orcid.org/0000-0002-6998-0997 B , Stephen J. McNeill C , Ahmed G. El-Naggar https://orcid.org/0000-0003-3487-5326 E , Kishor K. Karakkattu A and David J. Horne D
+ Author Affiliations
- Author Affiliations

A Soils and Landscapes, Manaaki Whenua – Landcare Research, Private Bag 11052, Palmerston North, New Zealand.

B Land Use and Ecosystems, Manaaki Whenua – Landcare Research, Private Bag 11052, Palmerston North, New Zealand.

C Informatics, Manaaki Whenua – Landcare Research, PO Box 69040, Lincoln, New Zealand.

D School of Agriculture and Environment, Massey University, Private Bag 11222, Palmerston North, New Zealand.

E Present address: Land and Water Management Department, IHE Delft Institute for Water Education, Delft 2611AX, The Netherlands.

* Correspondence to: drewryj@landcareresearch.co.nz

Handling Editor: Nick Dickinson

Soil Research 62, SR23136 https://doi.org/10.1071/SR23136
Submitted: 11 July 2023  Accepted: 20 November 2023  Published: 19 December 2023

© 2024 The Author(s) (or their employer(s)). Published by CSIRO Publishing. This is an open access article distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (CC BY-NC-ND)

Abstract

Context

Agricultural land use is intensifying globally. Irrigation and other farm practices associated with intensification, such as cultivation, grazing, and fertiliser application, can increase nutrient losses. Variable rate irrigation (VRI) systems manage irrigation to spatially variable soils and different crops (zones). We lack knowledge on nutrient losses under zone-specific irrigation for mixed-cropping systems (combined crop and livestock grazing).

Aims

This study evaluated drainage, nitrogen, and phosphorus leaching losses under zone-specific irrigation for a temperate mixed-cropping system.

Methods

The study site had sheep grazing and crops including peas, beans, wheat, turnips, plantain, and ryegrass-white clover pasture. It had a variable-rate centre-pivot irrigator for two soil zones (free draining Zone 1; poorly drained Zone 2). Drainage flux meters (DFMs) collected drainage leachate, and samples for measurement of nitrogen (N) and phosphorus (P) concentrations. Soil water balance data and statistical modelling evaluated nutrient leaching losses over 5 years.

Key results

The mean leaching load of NOx-N (nitrate + nitrite) across 5 years was 133 (s.d. 77) and 121 (s.d. 97) kg N/ha/year for Zone 1 and Zone 2, respectively. Similarly, the mean leaching load of reactive P across all years was 0.17 (s.d. 0.30) and 0.14 (s.d. 0.14) kg P/ha/year for Zone 1 and Zone 2, respectively. The nitrogen concentrations and loads generally had greater uncertainty in Zone 2.

Conclusions

The DFMs worked well for the free draining sandy soil. However, fewer samples were collected in the silt soil, requiring the statistical modelling developed in this study. This study gave a reasonable estimate of annual leaching load means, but the indicators of their within-year variation were not reliable, partly due to differences in sampling frequency. With some exceptions, there was generally more NOx-N leaching from the free draining Zone 1. VRI provided a system to control irrigation-related drainage and leaching in these soil zones.

Implications

Drainage flux meters are more reliable in well-drained than in poorly drained soil. Given the lack of published studies, this study has improved knowledge of nutrient losses under zone-specific irrigated mixed-cropping systems in a temperate climate.

Keywords: cropping, drainage, irrigation, nitrate, nitrate leaching, phosphorus, soil water balance, variable rate irrigation, water quality.

References

Allen RG, Pereira LS, Raes D, Smith M (1998) Crop evapotranspiration. Guidelines for computing crop water requirements. FAO Irrigation and drainage paper No. 56. Food and Agriculture Organization of the United Nations, Rome. Available at https://www.researchgate.net/publication/284300773 [Verified 11 June 2018]

Barros R, Isidoro D, Aragüés R (2012) Irrigation management, nitrogen fertilization and nitrogen losses in the return flows of La Violada irrigation district (Spain). Agriculture, Ecosystems & Environment 155, 161-171.
| Crossref | Google Scholar |

Camporese M, Gumiere SJ, Putti M, Botter G (2021) Efficient irrigation of maize through soil moisture monitoring and modeling. Frontiers in Water 3, 627551.
| Crossref | Google Scholar |

Chappell PR (2015) The climate and weather of Manawatu-Wanganui. NIWA Science and Technology Series 66. NIWA, Wellington. Available at https://niwa.co.nz/sites/niwa.co.nz/files/NIWA_ManawatuWanganui_Climate_WEB.PDF [Verified 31 May 2018]

Cherubin MR, Karlen DL, Franco ALC, Tormena CA, Cerri CEP, Davies CA, Cerri CC (2016) Soil physical quality response to sugarcane expansion in Brazil. Geoderma 267, 156-168.
| Crossref | Google Scholar |

Dodd RJ, McDowell RW, Condron LM (2014) Is tillage an effective method to decrease phosphorus loss from phosphorus enriched pastoral soils? Soil and Tillage Research 135, 1-8.
| Crossref | Google Scholar |

Drewry JJ (2018) Nitrogen and phosphorus loss values for selected land uses. Manaaki Whenua – Landcare Research Number Contract Report: LC3367. Manaaki Whenua – Landcare Research, Lincoln.

Drewry JJ, Manderson AK, Hedley CB (2019) Evaluation of irrigation strategies for arable farms to mitigate nitrogen loss using the OVERSEER model. In ‘Nutrient loss mitigations for compliance in agriculture. Vol. Occasional Report No. 32’. (Eds LD Currie, CL Christensen) pp. 1–11. (Fertilizer and Lime Research Centre, Massey University: Palmerston North) Available at http://flrc.massey.ac.nz/publications.html [Verified 21 February 2019]

Drewry JJ, Carrick S, Penny V, Houlbrooke DJ, Laurenson S, Mesman NL (2021a) Effects of irrigation on soil physical properties in predominantly pastoral farming systems: a review. New Zealand Journal of Agricultural Research 64(4), 483-507.
| Crossref | Google Scholar |

Drewry JJ, Cavanagh J-AE, McNeill SJ, Stevenson BA, Gordon DA, Taylor MD (2021b) Long-term monitoring of soil quality and trace elements to evaluate land use effects and temporal change in the Wellington region, New Zealand. Geoderma Regional 25, e00383.
| Crossref | Google Scholar |

Drewry JJ, McNeill SJ, Carrick S, Lynn IH, Eger A, Payne J, Rogers G, Thomas SM (2021c) Temporal trends in soil physical properties under cropping with intensive till and no-till management. New Zealand Journal of Agricultural Research 64(2), 223-244.
| Crossref | Google Scholar |

Drewry JJ, Carrick S, Penny V, Dando JL, Koele N (2022a) Effect of irrigation on soil physical properties on temperate pastoral farms: a regional New Zealand study. Soil Research 60(8), 760-771.
| Crossref | Google Scholar |

Drewry JJ, Hedley C, Sharp J, Thomas S, Wallace D, El-Naggar A, Roudier P, Ekanayake J, Clothier B (2022b) Improving irrigation efficiency using soil water management and proximal soil sensing. In ‘Adaptive strategies for future farming. Vol. Occasional report No. 34’. (Eds CL Christensen, DJ Horne, R Singh) pp. 1–9. (Farmed Landscapes Research Centre, Massey University: Palmerston North) Available at http://flrc.massey.ac.nz/publications.html [Verified 26 April 2022]

Drewry JJ, Stevenson BA, McNeill SJ, Cavanagh J-AE, Taylor MD (2022c) Impact of volumetric versus gravimetric assessment on Olsen P concentrations. New Zealand Journal of Agricultural Research 65(6), 463-483.
| Crossref | Google Scholar |

Eger A, Stevenson BA, Theng B, Rhodes P, Fraser S, Penny V, Burge OR (2023) Long-term effects of fertilizer application and irrigation on soils under pasture land use. Journal of Soil Science and Plant Nutrition 23, 801-818.
| Crossref | Google Scholar |

El-Naggar AG, Hedley CB, Horne D, Roudier P, Clothier BE (2020) Soil sensing technology improves application of irrigation water. Agricultural Water Management 228, 105901.
| Crossref | Google Scholar |

El-Naggar AG, Hedley CB, Roudier P, Horne D, Clothier BE (2021) Imaging the electrical conductivity of the soil profile and its relationships to soil water patterns and drainage characteristics. Precision Agriculture 22, 1045-1066.
| Crossref | Google Scholar |

Francis GS (1995) Management practices for minimising nitrate leaching after ploughing temporary leguminous pastures in Canterbury, New Zealand. Journal of Contaminant Hydrology 20(3–4), 313-327.
| Crossref | Google Scholar |

Gee GW, Ward AL, Caldwell TG, Ritter JC (2002) A vadose zone water fluxmeter with divergence control. Water Resources Research 38(8), 16-1-16-7.
| Crossref | Google Scholar |

Gee GW, Newman BD, Green SR, Meissner R, Rupp H, Zhang ZF, Keller JM, Waugh WJ, van der Velde M, Salazar J (2009) Passive wick fluxmeters: design considerations and field applications. Water Resources Research 45(4), W04420.
| Crossref | Google Scholar |

González Perea R, Daccache A, Rodríguez Díaz JA, Camacho Poyato E, Knox JW (2018) Modelling impacts of precision irrigation on crop yield and in-field water management. Precision Agriculture 19(3), 497-512.
| Crossref | Google Scholar |

Gradwell MW, Birrell KS (1979) Methods for physical analysis of soils. New Zealand Soil Bureau scientific report 10C. (Department of Scientific and Industrial Research: Lower Hutt) Available at https://doi.org/10.7931/dl1-sbsr-10c [Verified 19 July 2018]

Graham SL, Laubach J, Hunt JE, Mudge PL, Nuñez J, Rogers GND, Buxton RP, Carrick S, Whitehead D (2022) Irrigation and grazing management affect leaching losses and soil nitrogen balance of lucerne. Agricultural Water Management 259, 107233.
| Crossref | Google Scholar |

Gray CW, McDowell RW, Graham SL, Hunt JE, Laubach J, Rogers GND, Carrick S, Whitehead D (2021) Phosphorus transport in subsurface flow from a stony soil under irrigated and non-irrigated lucerne. New Zealand Journal of Agricultural Research 64(3), 429-443.
| Crossref | Google Scholar |

Grizzetti B, Vigiak O, Udias A, Aloe A, Zanni M, Bouraoui F, Pistocchi A, Dorati C, Friedland R, De Roo A, Benitez Sanz C, Leip A, Bielza M (2021) How EU policies could reduce nutrient pollution in European inland and coastal waters. Global Environmental Change 69, 102281.
| Crossref | Google Scholar | PubMed |

Hedley C (2015) The role of precision agriculture for improved nutrient management on farms. Journal of the Science of Food and Agriculture 95(1), 12-19.
| Crossref | Google Scholar | PubMed |

Hedley CB, Yule IJ, Tuohy MP, Vogeler I (2009) Key performance indicators for simulated variable-rate irrigation of variable soils in humid regions. Transactions of the ASABE 52(5), 1575-1584.
| Crossref | Google Scholar |

Hedley CB, Roudier P, Peterson P (2016) Gamma soil surveys – investigating soil patterns for nutrient and water management. In ‘Integrated nutrient and water management for sustainable farming. Vol. Occasional Report No. 29’. (Eds LD Currie, R Singh) pp. 1–8. (Fertilizer and Lime Research Centre, Massey University) Available at http://flrc.massey.ac.nz/workshops/16/Manuscripts/Paper_Hedley_2016.pdf [Verified 24 July 2018]

Herath I, Green S, Horne D, Singh R, Clothier B (2014) Quantifying and reducing the water footprint of rain-fed potato production, part I: measuring the net use of blue and green water. Journal of Cleaner Production 81, 111-119.
| Crossref | Google Scholar |

Hewitt A (2010) ‘New Zealand soil classification.’ (Landcare Research: Lincoln, New Zealand)

IUSS Working Group WRB (2015) World reference base for soil resources 2014, update 2015. International soil classification system for naming soils and creating legends for soil maps. FAO Number World Soil Resources Reports No. 106. (FAO: Rome) Available at https://www.fao.org/3/i3794en/I3794en.pdf

Karakkattu KK, Hedley C, El-Naggar A, Ekanayake J, Drewry J, Horne D, Clothier B (2020) Three years of drainage fluxmeter measurements under a variable rate centre pivot–how do they relate to soil, climate and irrigation?. In ‘Nutrient management in farmed landscapes. Vol. Occasional Report No. 33’. (Eds CL Christensen, DJ Horne, R Singh) pp. 1–9. (Farmed Landscapes Research Centre, Massey University: Palmerston North) Available at http://flrc.massey.ac.nz/publications.html [Verified 5 August 2020]

Khaembah EN, Horrocks A (2018) A modelling approach to assessment and improvement of nitrogen management on New Zealand arable farms: a case study. Agronomy New Zealand 48, 1-11.
| Google Scholar |

Koppe E, Rupollo CZ, de Queiroz R, Uteau Puschmann D, Peth S, Reinert D (2021) Physical recovery of an oxisol subjected to four intensities of dairy cattle grazing. Soil and Tillage Research 206, 104813.
| Crossref | Google Scholar |

Lambert MG, Devantler BP, Nes P, Penny PE (1985) Losses of nitrogen, phosphorus, and sediment in runoff from hill country under different fertiliser and grazing management regimes. New Zealand Journal of Agricultural Research 28(3), 371-379.
| Crossref | Google Scholar |

Lambie SM, Mudge PL, Stevenson BA (2021) Microbial community composition and activity in paired irrigated and non-irrigated pastures in New Zealand. Soil Research 60(4), 337-348.
| Crossref | Google Scholar |

Lisson SN, Cotching WE (2011) Modelling the fate of water and nitrogen in the mixed vegetable farming systems of northern Tasmania, Australia. Agricultural Systems 104(8), 600-608.
| Crossref | Google Scholar |

Loo SE, Zebarth BJ, Ryan MC, Forge TA, Cey EE (2019) Quantifying nitrate leaching under commercial red raspberry using passive capillary wick samplers. Vadose Zone Journal 18(1), 1-12.
| Crossref | Google Scholar |

Lynam T, Drewry J, Higham W, Mitchell C (2010) Adaptive modelling for adaptive water quality management in the Great Barrier Reef region, Australia. Environmental Modelling & Software 25(11), 1291-1301.
| Crossref | Google Scholar |

Macintosh KA, Doody DG, Withers PJA, McDowell RW, Smith DR, Johnson LT, Bruulsema TW, O’Flaherty V, McGrath JW (2019) Transforming soil phosphorus fertility management strategies to support the delivery of multiple ecosystem services from agricultural systems. Science of The Total Environment 649, 90-98.
| Crossref | Google Scholar | PubMed |

Macintosh KA, McDowell RW, Wright-Stow AE, Depree C, Robinson GM (2021) National-scale implementation of mandatory freshwater farm plans: a mechanism to deliver water quality improvement in productive catchments in New Zealand? Nutrient Cycling in Agroecosystems 120(2), 121-129.
| Crossref | Google Scholar |

Malcolm BJ, Cameron KC, Beare MH, Carrick ST, Payne JJ, Maley SC, Di HJ, Richards KK, Dalley DE, de Ruiter JM (2022) Oat catch crop efficacy on nitrogen leaching varies after forage crop grazing. Nutrient Cycling in Agroecosystems 122, 273-288.
| Crossref | Google Scholar |

Manaaki Whenua – Landcare Research (2021) Water testing. Available at https://www.landcareresearch.co.nz/partner-with-us/laboratories-and-diagnostics/environmental-chemistry-laboratory/water-testing/ [Verified 17 September 2021]

Mayel S, Jarrah M, Kuka K (2021) How does grassland management affect physical and biochemical properties of temperate grassland soils? A review study. Grass and Forage Science 76, 215-244.
| Crossref | Google Scholar |

McDowell RW (2017) Does variable rate irrigation decrease nutrient leaching losses from grazed dairy farming? Soil Use and Management 33(4), 530-537.
| Crossref | Google Scholar |

McDowell RW, Houlbrooke DJ (2009) Management options to decrease phosphorus and sediment losses from irrigated cropland grazed by cattle and sheep. Soil Use and Management 25(3), 224-233.
| Crossref | Google Scholar |

McDowell RW, Smith LC (2023) The longevity of cultivation in decreasing the potential for phosphorus loss in runoff. Soil and Tillage Research 227, 105618.
| Crossref | Google Scholar |

McDowell RW, Monaghan RM, Smith C, Manderson A, Basher L, Burger DF, Laurenson S, Pletnyakov P, Spiekermann R, Depree C (2021) Quantifying contaminant losses to water from pastoral land uses in New Zealand III. What could be achieved by 2035? New Zealand Journal of Agricultural Research 64(3), 390-410.
| Crossref | Google Scholar |

Meissner R, Rupp H, Seeger J, Ollesch G, Gee GW (2010) A comparison of water flux measurements: passive wick-samplers versus drainage lysimeters. European Journal of Soil Science 61(4), 609-621.
| Crossref | Google Scholar |

Monaghan R, Manderson A, Basher L, Spiekermann R, Dymond J, Smith C, Muirhead R, Burger D, McDowell R (2021) Quantifying contaminant losses to water from pastoral landuses in New Zealand II. The effects of some farm mitigation actions over the past two decades. New Zealand Journal of Agricultural Research 64(3), 365-389.
| Crossref | Google Scholar |

Morton JD, Roberts AHC (2009) ‘Fertiliser use on New Zealand sheep and beef farms.’ (New Zealand Fertiliser Manufacturers’ Research: Auckland)

Nicholls A, van der Weerden T, Morton J, Metherell A, Sneath G (2009) ‘Managing soil fertility on cropping farms.’ (New Zealand Fertiliser Manufacturers’ Research Association: Wellington)

Norris M, Johnstone PR, Green SR, Trolove SN, Liu J, Arnold N, Sorensen I, van den Dijssel C, Dellow S, van der Klei G, Wright P, Clark G, Cummins M, Bromley S, Wallace D (2023) Using drainage fluxmeters to measure inorganic nitrogen losses from New Zealand’s arable and vegetable production systems. New Zealand Journal of Crop and Horticultural Science 51(2), 274-296.
| Crossref | Google Scholar |

O’Shaughnessy SA, Evett SR, Colaizzi PD, Andrade MA, Marek TH, Heeren DM, Lamm FR, LaRue JL (2019) Identifying advantages and disadvantages of variable rate irrigation: an updated review. Applied Engineering in Agriculture 35(6), 837-852.
| Crossref | Google Scholar |

Pollok J, Nelson P, Touhy M, Gillingham S, Alexander M (2003) Massey University soil map. Massey University, Palmerston North. Available at arcgisweb.massey.ac.nz

R Core Team (2022) ‘R: a language and environment for statistical computing.’ (R Foundation for Statistical Computing) Available at https://www.R-project.org/ [Verified 19 January 2023]

Rodriguez MJ, Navarrete S, Horne DJ, Hanly JA, Bishop P, Kemp PD (2023) Can secondary metabolites of plantain reduce N losses from urine patches? New Zealand Journal of Agricultural Research 66(1), 83-100.
| Crossref | Google Scholar |

Snelder TH, Whitehead AL, Fraser C, Larned ST, Schallenberg M (2020) Nitrogen loads to New Zealand aquatic receiving environments: comparison with regulatory criteria. New Zealand Journal of Marine and Freshwater Research 54(3), 527-550.
| Crossref | Google Scholar |

Srinivasan MS, Muirhead RW, Singh SK, Monaghan RM, Stenger R, Close ME, Manderson A, Drewry JJ, Smith LC, Selbie D, Hodson R (2020) Development of a national-scale framework to characterise transfers of N, P and Escherichia coli from land to water. New Zealand Journal of Agricultural Research 64(3), 286-313.
| Crossref | Google Scholar |

Tsimba R, Gunn T, Densley R, Williams I, Edmeades G, Millar J (2021) Quantification and mitigation of nitrogen leaching in a maize silage cropping system. Journal of New Zealand Grasslands 83, 163-170.
| Crossref | Google Scholar |

Viglizzo EF, Frank FC, Carreño LV, Jobbágy EG, Pereyra H, Clatt J, Pincén D, Ricard MF (2011) Ecological and environmental footprint of 50 years of agricultural expansion in Argentina. Global Change Biology 17(2), 959-973.
| Crossref | Google Scholar |

Vogeler I, Thomas S, van der Weerden T (2019) Effect of irrigation management on pasture yield and nitrogen losses. Agricultural Water Management 216, 60-69.
| Crossref | Google Scholar |

Wood SN (2017) ‘Generalized additive models: an introduction with R.’ (Chapman and Hall/CRC: New York)

Zhu Y, Fox RH, Toth JD (2002) Leachate collection efficiency of zero-tension pan and passive capillary fiberglass wick lysimeters. Soil Science Society of America Journal 66(1), 37-43.
| Crossref | Google Scholar |