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Carroll OH, Seabloom EW, Borer ET, Harpole WS, Wilfahrt P, Arnillas CA, Bakker JD, Blumenthal DM, Boughton E, Bugalho MN, Caldeira M, Campbell MM, Catford J, Chen Q, Dickman CR, Donohue I, DuPre ME, Eskelinen A, Estrada C, Fay PA, Fraser EDG, Hagenah N, Hautier Y, Hersh-Green E, Jónsdóttir IS, Kadoya T, Komatsu K, Lannes L, Liang M, Venterink HO, Peri P, Power SA, Price JN, Ren Z, Risch AC, Sonnier G, Veen GF, Virtanen R, Wardle GM, Waring EF, Wheeler G, Yahdjian L, MacDougall AS. Frequent failure of nutrients to increase plant biomass supports the need for precision fertilization in agriculture. Sci Rep 2025; 15:14564. [PMID: 40281087 PMCID: PMC12032013 DOI: 10.1038/s41598-025-99071-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Accepted: 04/16/2025] [Indexed: 04/29/2025] Open
Abstract
Implementing precision fertilization to maximize crop yield while minimizing economic and environmental impacts has become critical for agriculture. Variability in biomass response to fertilization within fields, among regions, and over time creates simultaneous risks of under-yielding and overfertilization. We quantify factors determining fertilization responsiveness (i.e., biomass increases with fertilization) up to 15 years in 61 unfertilized rangelands on six continents. We demonstrate widespread multi-year variability in responsiveness, with fertilization increasing average yield by 43% but failing to improve biomass 26% of the time. All sites were responsive at least once, but only four of 61 responded in all plots and years. Modelled management scenarios highlighted that fertilizer cessation is likely to generate sizable economic savings but always reduces yield because of the difficulty in predicting when and where biomass will be unresponsive. This work reveals substantial scale-dependent variability in fertilization responsiveness globally, while clarifying the prospects and pitfalls of managing more spatially and temporally precise nutrient application.
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Affiliation(s)
- Oliver H Carroll
- Department of Integrative Biology, University of Guelph, Guelph, ON, Canada
| | - Eric W Seabloom
- Department of Ecology, Evolution, and Behaviour, University of Minnesota, St. Paul, MN, USA
| | - Elizabeth T Borer
- Department of Ecology, Evolution, and Behaviour, University of Minnesota, St. Paul, MN, USA
| | - W Stanley Harpole
- German Centre for Integrative Biodiversity Research, Leipzig University, Leipzig, Germany
| | - Peter Wilfahrt
- Department of Ecology, Evolution, and Behaviour, University of Minnesota, St. Paul, MN, USA
| | - Carlos A Arnillas
- Department of Physical and Environmental Sciences, University of Toronto at Scarborough, Scarborough, ON, Canada
| | - Jonathan D Bakker
- School of Environmental and Forest Sciences, University of Washington, Seattle, WA, USA
| | - Dana M Blumenthal
- Rangeland Resources & Systems Research Unit, USDA-ARS, Fort Collins, CO, USA
| | | | - Miguel N Bugalho
- Center for Applied Ecology, School of Agriculture, University of Lisbon, Lisbon, Portugal
| | - Maria Caldeira
- Center for Forest Studies, Associated Laboratory TERRA, School of Agriculture, University of Lisbon, Lisbon, Portugal
| | - Malcolm M Campbell
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, ON, Canada
- Laurentian University, Sudbury, ON, Canada
| | - Jane Catford
- Department of Geography, King's College London, London, UK
| | - Qingqing Chen
- German Centre for Integrative Biodiversity Research, Leipzig University, Leipzig, Germany
| | - Christopher R Dickman
- School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW, Australia
| | - Ian Donohue
- School of Natural Sciences, Trinity College Dublin, Dublin, Ireland
| | | | - Anu Eskelinen
- Ecology and Genetics Unit, University of Oulu, Oulu, Finland
| | | | - Philip A Fay
- USDA Agricultural Research Service, Washington, DC, USA
| | - Evan D G Fraser
- Department of Geography, University of Guelph, Guelph, ON, Canada
| | - Nicole Hagenah
- Mammal Research Institute, Department of Zoology and Entomology, University of Pretoria, Pretoria, South Africa
| | - Yann Hautier
- Department of Biology, Utrecht University, Utrecht, Netherlands
| | - Erika Hersh-Green
- Department of Biological Sciences, Michigan Technical University, Houghton, MI, USA
| | | | - Taku Kadoya
- National Institute for Environmental Studies, Tsukuba, Japan
| | - Kimberly Komatsu
- Biology Department, University of North Carolina at Greensboro, Greensboro, NC, USA
| | - Luciola Lannes
- Department of Biology and Animal Sciences, State University of Sao Paulo, Sao Paulo, Brazil
| | - Maowei Liang
- Cedar Creek Ecosystem Science Reserve, University of Minnesota, East Bethel, MN, USA
| | - Harry Olde Venterink
- Wildness, Biodiversity and Ecosystems under change (WILD), Vrije Universiteit Brussel, Brussels, Belgium
| | - Pablo Peri
- Universidad Nacional de la Patagonia Austral-INTA-CONICET, La Plata, Argentina
| | - Sally A Power
- Hawkesbury Institute for the Environment, Western Sydney University, Penrith, NSW, Australia
| | - Jodi N Price
- Gulbali Institute, Charles Sturt University, Bathurst, NSW, Australia
| | - Zhengwei Ren
- College of Ecology, Lanzhou University, Lanzhou, Gansu, China
| | - Anita C Risch
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
| | | | - G F Veen
- Netherlands Institute of Ecology, Wageningen, the Netherlands
| | - Risto Virtanen
- Ecology and Genetics Unit, University of Oulu, Oulu, Finland
| | - Glenda M Wardle
- School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW, Australia
| | - Elizabeth F Waring
- Department of Natural Sciences, Northeastern State University, Tahlequah, OK, USA
| | - George Wheeler
- School of Biological Sciences, University of Nebraska-Lincoln, Lincoln, NE, USA
| | - Laura Yahdjian
- Cátedra de Ecología, Facultad de Agronomía, Instituto de Investigaciones Fisiológicas y Ecológicas Vinculadas a la Agricultura (IFEVA-CONICET), Universidad de Buenos Aires, Buenos Aires, Argentina
| | - Andrew S MacDougall
- Department of Integrative Biology, University of Guelph, Guelph, ON, Canada.
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Fay PA, Gherardi LA, Yahdjian L, Adler PB, Bakker JD, Bharath S, Borer ET, Harpole WS, Hersch-Green E, Huxman TE, MacDougall AS, Risch AC, Seabloom EW, Bagchi S, Barrio IC, Biederman L, Buckley YM, Bugalho MN, Caldeira MC, Catford JA, Chen Q, Cleland EE, Collins SL, Daleo P, Dickman CR, Donohue I, DuPre ME, Eisenhauer N, Eskelinen A, Hagenah N, Hautier Y, Heckman RW, Jónsdóttir IS, Knops JMH, Laungani R, Martina JP, McCulley RL, Morgan JW, Olde Venterink H, Peri PL, Power SA, Raynaud X, Ren Z, Roscher C, Smith MD, Spohn M, Stevens CJ, Tedder MJ, Virtanen R, Wardle GM, Wheeler GR. Interactions among nutrients govern the global grassland biomass-precipitation relationship. Proc Natl Acad Sci U S A 2025; 122:e2410748122. [PMID: 40215280 PMCID: PMC12012460 DOI: 10.1073/pnas.2410748122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Accepted: 03/06/2025] [Indexed: 04/24/2025] Open
Abstract
Ecosystems are experiencing changing global patterns of mean annual precipitation (MAP) and enrichment with multiple nutrients that potentially colimit plant biomass production. In grasslands, mean aboveground plant biomass is closely related to MAP, but how this relationship changes after enrichment with multiple nutrients remains unclear. We hypothesized the global biomass-MAP relationship becomes steeper with an increasing number of added nutrients, with increases in steepness corresponding to the form of interaction among added nutrients and with increased mediation by changes in plant community diversity. We measured aboveground plant biomass production and species diversity in 71 grasslands on six continents representing the global span of grassland MAP, diversity, management, and soils. We fertilized all sites with nitrogen, phosphorus, and potassium with micronutrients in all combinations to identify which nutrients limited biomass at each site. As hypothesized, fertilizing with one, two, or three nutrients progressively steepened the global biomass-MAP relationship. The magnitude of the increase in steepness corresponded to whether sites were not limited by nitrogen or phosphorus, were limited by either one, or were colimited by both in additive, or synergistic forms. Unexpectedly, we found only weak evidence for mediation of biomass-MAP relationships by plant community diversity because relationships of species richness, evenness, and beta diversity to MAP and to biomass were weak or opposing. Site-level properties including baseline biomass production, soils, and management explained little variation in biomass-MAP relationships. These findings reveal multiple nutrient colimitation as a defining feature of the global grassland biomass-MAP relationship.
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Affiliation(s)
- Philip A. Fay
- United States Department of Agriculture, Agricultural Research Service, Grassland, Soil, and Water Lab, Temple, TX76502
| | - Laureano A. Gherardi
- Department of Environmental Sciences, Policy, and Management, University of California, Berkeley, CA94720
| | - Laura Yahdjian
- Instituto de Investigaciones Fisiológicas y Ecológicas Vinculadas a la Agricultura-Consejo Nacional de Investigaciones Científicas y Técnicas, Cátedra de Ecología, Facultad de Agronomía, Universidad de Buenos Aires, Ciudad Autónoma de Buenos AiresC1417DSE, Argentina
| | - Peter B. Adler
- Department of Wildland Resources and the Ecology Center, Utah State University, Logan, UT84322
| | - Jonathan D. Bakker
- School of Environmental and Forest Sciences, University of Washington, Seattle, WA98195
| | - Siddharth Bharath
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, MN55108
| | - Elizabeth T. Borer
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, MN55108
| | - W. Stanley Harpole
- German Centre for Integrative Biodiversity Research, Halle-Jena-Leipzig, Leipzig04103, Germany
- Department of Physiological Diversity, Helmholtz Center for Environmental Research, Leipzig04318, Germany
- Martin Luther University Halle-Wittenberg, Halle (Saale)06108, Germany
| | - Erika Hersch-Green
- Department of Biological Sciences, Michigan Technological University, Houghton, MI49930
| | - Travis E. Huxman
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA92697
| | - Andrew S. MacDougall
- Department of Integrative Biology, University of Guelph, Guelph, ONN1G 2W1, Canada
| | - Anita C. Risch
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf8903, Switzerland
| | - Eric W. Seabloom
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, MN55108
| | - Sumanta Bagchi
- Centre for Ecological Sciences, Indian Institute of Science, Bangalore560012, India
| | - Isabel C. Barrio
- Faculty of Environmental and Forest Sciences, Agricultural University of Iceland, Reykjavík112, Iceland
| | - Lori Biederman
- Department of Ecology, Evolution, and Organismal Biology, Iowa State University, Ames, IA50011
| | - Yvonne M. Buckley
- Co-Centre for Climate + Biodiversity + Water, School of Natural Sciences, Trinity College Dublin, Dublin 2, Ireland
| | - Miguel N. Bugalho
- Center for Applied Ecology “Prof. Baeta Neves”-Research Network in Biodiversity and Evolutionary Biology, School of Agriculture, University of Lisbon, Lisbon1349-017, Portugal
| | - Maria C. Caldeira
- Forest Research Centre, Associate Laboratory TERRA, School of Agriculture, University of Lisbon, Lisbon1349-017, Portugal
| | - Jane A. Catford
- Department of Geography, King’s College London, LondonWC2B 2BG, United Kingdom
- Fenner School of Environment & Society, Australian National University, Canberra, ACT2600, Australia
| | - QingQing Chen
- German Centre for Integrative Biodiversity Research, Halle-Jena-Leipzig, Leipzig04103, Germany
- Senckenberg Museum for Natural History Görlitz, GörlitzD-02826, Germany
| | - Elsa E. Cleland
- Ecology, Behavior & Evolution Department, University of California San Diego, La Jolla, CA92103
| | - Scott L. Collins
- Department of Biology, University of New Mexico, Albuquerque, NM87131
| | - Pedro Daleo
- Instituto de Investigaciones Marinas y Costeras, Facultad de Ciencias Exactas y Naturales, Universidad Nacional de Mar del Plata-Consejo Nacional de Investigaciones Científicas y Técnicas, Mar del PlataB7600WAG, Argentina
| | - Christopher R. Dickman
- Desert Ecology Research Group, School of Life and Environmental Sciences, The University of Sydney, NSW2006, Australia
| | - Ian Donohue
- Zoology, School of Natural Sciences, Trinity College Dublin, Dublin2, Ireland
| | | | - Nico Eisenhauer
- German Centre for Integrative Biodiversity Research, Halle-Jena-Leipzig, Leipzig04103, Germany
- Institute of Biology, Leipzig University, Leipzig04103, Germany
| | - Anu Eskelinen
- German Centre for Integrative Biodiversity Research, Halle-Jena-Leipzig, Leipzig04103, Germany
- Department of Physiological Diversity, Helmholtz Center for Environmental Research, Leipzig04318, Germany
- Ecology and Genetics Unit, University of Oulu, OuluFI-90014, Finland
| | - Nicole Hagenah
- Department of Zoology and Entomology, Mammal Research Institute, University of Pretoria, Pretoria400364, South Africa
| | - Yann Hautier
- Department of Biology, Ecology and Biodiversity Group, Utrecht University, Utrecht3584 CH, The Netherlands
| | - Robert W. Heckman
- Department of Biology, University of North Carolina, Chapel Hill, NC27599
- Department of Integrative Biology, University of Texas at Austin, Austin, TX78712
| | | | - Johannes M. H. Knops
- Department of Health and Environmental Sciences, Xi’an Jiaotong-Liverpool University, Suzhou215123, China
| | - Ramesh Laungani
- Department of Environmental Science and Policy, Marist College, Poughkeepsie, NY12601
| | - Jason P. Martina
- Department of Biology, Texas State University, San Marcos, TX78666
| | - Rebecca L. McCulley
- Department of Plant and Soil Sciences, University of Kentucky, Lexington, KY40546
| | - John W. Morgan
- Department of Environment and Genetics, La Trobe University, Bundoora, VIC3083, Australia
| | - Harry Olde Venterink
- Department of Biology-Wildness, Biodiversity, and Ecosystems Under Change, Vrije Universiteit Brussel, Brussels1050, Belgium
| | - Pablo L. Peri
- Universidad Nacional de la Patagonia Austral-Instituto Nacional de Tecnología Agropecuaria-Consejo Nacional de Investigaciones Científicas y Técnicas, Rio GallegosCP9400, Santa Cruz, Argentina
| | - Sally A. Power
- Hawkesbury Institute for the Environment, Western Sydney University, Penrith, NSW2751, Australia
| | - Xavier Raynaud
- Sorbonne Université, Université de Paris- Cité, Université Paris-Est Créteil, Institut de Recherche pour le Développement, Centre National de la Recherche Scientifique, Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement, Institut d'Ecologie et des Sciences de l'Envrionnement de Paris, Paris75005, France
| | - Zhengwei Ren
- College of Ecology, Lanzhou University, Lanzhou City730000, China
- Gansu Gannan Grassland Ecosystem National Observation and Research Station, Maqu County747300, Gansu Province, China
| | - Christiane Roscher
- German Centre for Integrative Biodiversity Research, Halle-Jena-Leipzig, Leipzig04103, Germany
- Department of Physiological Diversity, Helmholtz Center for Environmental Research, Leipzig04318, Germany
| | - Melinda D. Smith
- Department of Biology, Colorado State University, Fort Collins, CO80523
| | - Marie Spohn
- Department of Soil and Environment, Swedish University of Agricultural Sciences, Uppsala75007, Sweden
| | - Carly J. Stevens
- Lancaster Environment Centre, Lancaster University, LancasterLA1 4YQ, United Kingdom
| | - Michelle J. Tedder
- Centre for Functional Biodiversity, School of Life Sciences, University of KwaZulu-Natal, Pietermaritzburg3209, South Africa
| | - Risto Virtanen
- Ecology and Genetics Unit, University of Oulu, OuluFI-90014, Finland
| | - Glenda M. Wardle
- School of Life and Environmental Sciences, ARC Training Centre in Data Analytics for Resources and Environments, The University of Sydney, Sydney, NSW2006, Australia
| | - George R. Wheeler
- Department of Biological Sciences, Michigan Technological University, Houghton, MI49930
- School of Biological Sciences, University of Nebraska-Lincoln, Lincoln, NE68588
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