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Species richness and functional diversity enhance winter annual forage productivity and nutritive value
Corresponding Author
Hannah L. Rusch
Agronomy Department, University of Florida, Gainesville, Florida, USA
Correspondence
Hannah L. Rusch, Agronomy Dep., Univ. of Florida, 1676 McCarty Drive, 3105 McCarty Hall B, Gainesville, FL 32608, USA.
Email: [email protected]
Contribution: Data curation, Formal analysis, Investigation, Project administration, Visualization, Writing - original draft, Writing - review & editing
Search for more papers by this authorJose C. B. Dubeux Jr.
North Florida Research and Education Center-Marianna, University of Florida, Marianna, Florida, USA
Contribution: Conceptualization, Funding acquisition, Methodology, Resources, Supervision, Writing - review & editing
Search for more papers by this authorLuana M. Dantas Queiroz
North Florida Research and Education Center-Marianna, University of Florida, Marianna, Florida, USA
Contribution: Data curation, Investigation, Project administration, Writing - review & editing
Search for more papers by this authorMarcelo O. Wallau
Agronomy Department, University of Florida, Gainesville, Florida, USA
Contribution: Conceptualization, Funding acquisition, Methodology, Resources, Supervision, Writing - review & editing
Search for more papers by this authorChris H. Wilson
Agronomy Department, University of Florida, Gainesville, Florida, USA
Contribution: Data curation, Formal analysis, Supervision, Validation, Writing - review & editing
Search for more papers by this authorCorresponding Author
Hannah L. Rusch
Agronomy Department, University of Florida, Gainesville, Florida, USA
Correspondence
Hannah L. Rusch, Agronomy Dep., Univ. of Florida, 1676 McCarty Drive, 3105 McCarty Hall B, Gainesville, FL 32608, USA.
Email: [email protected]
Contribution: Data curation, Formal analysis, Investigation, Project administration, Visualization, Writing - original draft, Writing - review & editing
Search for more papers by this authorJose C. B. Dubeux Jr.
North Florida Research and Education Center-Marianna, University of Florida, Marianna, Florida, USA
Contribution: Conceptualization, Funding acquisition, Methodology, Resources, Supervision, Writing - review & editing
Search for more papers by this authorLuana M. Dantas Queiroz
North Florida Research and Education Center-Marianna, University of Florida, Marianna, Florida, USA
Contribution: Data curation, Investigation, Project administration, Writing - review & editing
Search for more papers by this authorMarcelo O. Wallau
Agronomy Department, University of Florida, Gainesville, Florida, USA
Contribution: Conceptualization, Funding acquisition, Methodology, Resources, Supervision, Writing - review & editing
Search for more papers by this authorChris H. Wilson
Agronomy Department, University of Florida, Gainesville, Florida, USA
Contribution: Data curation, Formal analysis, Supervision, Validation, Writing - review & editing
Search for more papers by this authorAssigned to Associate Editor Marta M. Kohmann.
Abstract
Winter annual forages can extend grazing into the cool-season in the US southeast, however uncertainty regarding potential tradeoffs between winter annual mixtures versus monocultures exists. We examined increasingly species-rich and functionally diverse winter annual forage mixtures at two Florida locations to evaluate impacts of including more plant species with distinct traits (e.g., different maturities and nitrogen [N] scavenging vs. N2-fixing capabilities) on forage accumulation (FA), nutritive value, and evenness of forage distribution across the cool-season compared with a rye (Secale cereale L.) monoculture. Furthermore, we quantified the N2-fixing potential of winter annual legumes to measure their contribution to soil fertility and ecosystem N cycling. We found that greater species richness enhanced total cool-season FA at both sites, ranging from 0.92 to 4.38 Mg DM ha−1 in Gainesville and 6.48 to 9.11 Mg DM ha−1 in Marianna. In Marianna, where legumes accounted for approximately 25% or more of the biomass accumulated by winter annual forage mixtures, legume inclusion enhanced forage shoot N concentration. Furthermore, >50% of the N in legume tissues derived from the atmosphere, supplying 0.18–2 kg N ha−1 in Gainesville and 30–52 kg N ha−1 in Marianna. Altogether, our data suggest that species richness enhanced winter annual forage production and legume inclusion improved forage nutritive value although these responses were site-specific. Thus, our multi-site study provides information that can guide decision-making regarding appropriate winter annual forage selections to increase cool-season forage production in the southeastern United States.
CONFLICT OF INTEREST STATEMENT
The authors declare no conflicts of interest.
Supporting Information
Filename | Description |
---|---|
csc221071-sup-0001-FigureS1.jpeg669.4 KB | Supplemental Figure S1. Contribution of a) grasses, b) legumes, and c) Brassicas functional groups as a proportion of total winter annual forage accumulated by increasingly species rich mixtures. |
csc221071-sup-0002-FigureS2.jpeg489.2 KB | Supplemental Figure S2. Proportion of total winter annual harvested forage that was a) legumes and b) Brassica spp. at each of three harvesting events during the cool season. |
csc221071-sup-0003-SuppMat.docx429.5 KB | Supporting information |
Please note: The publisher is not responsible for the content or functionality of any supporting information supplied by the authors. Any queries (other than missing content) should be directed to the corresponding author for the article.
REFERENCES
- Bates, D., Mächler, M., Bolker, B., & Walker, S. (2015). Fitting linear mixed-effects models using lme4. Journal of Statistical Software, 67(1), 1–48. https://doi.org/10.18637/jss.v067.i01
- Beck, P., Hess, T., Hubbell, D., Gadberry, M. S., Jennings, J., & Sims, M. (2017a). Replacing synthetic N with clovers or alfalfa in bermudagrass pastures. 1. Herbage mass and pasture carrying capacity. Animal Production Science, 57(3), 539–546. https://doi.org/10.1071/AN15045
- Beck, P., Hess, T., Hubbell, D., Gadberry, M. S., Jennings, J., & Sims, M. (2017b). Replacing synthetic N with clovers or alfalfa in bermudagrass pastures. 3. Performance of growing steers. Animal Production Science, 57(3), 556–562. https://doi.org/10.1071/AN15045
- Beck, P., Hess, T., Hubbell, D., Jennings, J., Gadberry, M. S., & Sims, M. (2017). Replacing synthetic N with clovers or alfalfa in bermudagrass pastures. 2. Herbage nutritive value for growing beef steers. Animal Production Science, 57(3), 547–555. https://doi.org/10.1071/AN15047
- Brink, G. E. (1990). Seasonal dry matter, nitrogen, and dinitrogen fixation patterns of crimson and subterranean clovers. Crop Science, 30(5), 1115–1118. https://doi.org/10.2135/cropsci1990.0011183x003000050031x
- Brink, G. E., Sanderson, M. A., & Casler, M. D. (2015). Grass and legume effects on nutritive value of complex forage mixtures. Crop Science, 55(3), 1329–1337. https://doi.org/10.2135/cropsci2014.09.0666
- Brown, A. N., Ferreira, G., Teets, C. L., Thomason, W. E., & Teutsch, C. D. (2018). Nutritional composition and in vitro digestibility of grass and legume winter (cover) crops. Journal of Dairy Science, 101(3), 2037–2047. https://doi.org/10.3168/jds.2017-13260
- Bybee-Finley, K. A., Cordeau, S., Yvoz, S., Mirsky, S. B., & Ryan, M. R. (2022). Finding the right mix: A framework for selecting seeding rates for cover crop mixtures. Ecological Applications, 32(1), 1–17. https://doi.org/10.1002/eap.2484
- Collins, M., & Hannaway, D. B. (2003). Forage-related animal disorders. In R. F. Barnes, C. J. Nelson, M. Collins, & K. J. Moore (Eds.), Forages: An introduction to grassland agriculture (pp. 415–441). Iowa State Press.
- Derouen, S. M., Prichard, D. L., Baker, F. S., & Stanley, R. L. J. (1991). Cool-season annuals for supplementing perennial pasture on beef cow-calf productivity. Journal of Production Agriculture, 4(4), 481–485.
10.2134/jpa1991.0481 Google Scholar
- Dubeux, J. C. B., Dilorenzo, N., Blount, A., Mackowiak, C., Santos, E. R. S., Silva, H. M. S., Ruiz-Moreno, M., & Schulmeister, T. (2016). Animal performance and pasture characteristics on cool-season annual grass mixtures in North Florida. Crop Science, 56(5), 2841–2852. https://doi.org/10.2135/cropsci2016.03.0141
- Ehleringer, J. (1978). Implications of quantum yield differences on the distributions of C3 and C4 grasses. Oecologia, 31(598), 255–267.
- Ellis, K. E., & Barbercheck, M. E. (2015). Management of overwintering cover crops influences floral resources and visitation by native bees. Environmental Entomology, 44(4), 999–1010. https://doi.org/10.1093/ee/nvv086
- Finn, J. A., Kirwan, L., Connolly, J., Sebastià, M. T., Helgadottir, A., Baadshaug, O. H., Bélanger, G., Black, A., Brophy, C., Collins, R. P., Čop, J., Dalmannsdóttir, S., Delgado, I., Elgersma, A., Fothergill, M., Frankow-Lindberg, B. E., Ghesquiere, A. n., Golinska, B., Golinski, P., … Lüscher, A. (2013). Ecosystem function enhanced by combining four functional types of plant species in intensively managed grassland mixtures: A 3-year continental-scale field experiment. Journal of Applied Ecology, 50(2), 365–375. https://doi.org/10.1111/1365-2664.12041
- Fonatelli, R. S., Sollenberger, L. E., & Staples, C. R. (2000). Seeding date effects on yield and nutritive value of cool-season annual forage mixtures. Soil and Crop Science Society of Florida, 59, 60–67.
- Han, K. J., Smith, D. J., & Pitman, W. D. (2018). Potential of cool-season species as cover crops and forage in the Southeastern United States. Crop, Forage & Turfgrass Management, 4(1), 1–7. https://doi.org/10.2134/cftm2017.05.0038
- Høgh-Jensen, H., & Schjoerring, J. K. (1994). Measurement of biological dinitrogen fixation in grassland: Comparison of the enriched 15N dilution and the natural 15N abundance methods at different nitrogen application rates and defoliation frequencies. Plant and Soil, 166(2), 153–163. https://doi.org/10.1007/BF00008328
- Huston, M. A. (1997). Hidden treatments in ecological experiments: Re-evaluating the ecosystem function of biodiversity. Oecologia, 110(4), 449–460. https://doi.org/10.1007/s004420050180
- Jaramillo, D. M., Dubeux, J. C. B., Sollenberger, L. E., Vendramini, J. M. B., Mackowiak, C., Dilorenzo, N., Garcia, L., D Queiroz, L. M., Santos, E. R. S., Homem, B. G. C., Cleef, F., & Ruiz-Moreno, M. (2021). Water footprint, herbage, and livestock responses for nitrogen-fertilized grass and grass–legume grazing systems. Crop Science, 61(5), 3844–3858. https://doi.org/10.1002/csc2.20568
- Kirwan, L., Lüscher, A., Sebastià, M. T., Finn, J. A., Collins, R. P., Porqueddu, C., Helgadottir, A., Baadshaug, O. H., Brophy, C., Coran, C., Dalmannsdóttir, S., Delgado, I., Elgersma, A., Fothergill, M., Frankow-Lindberg, B. E., Golinski, P., Grieu, P., Gustavsson, A. M., Höglind, M., … Connolly, J. (2007). Evenness drives consistent diversity effects in intensive grassland systems across 28 European sites. Journal of Ecology, 95(3), 530–539. https://doi.org/10.1111/j.1365-2745.2007.01225.x
- Kohmann, M. M., Sollenberger, L. E., Dubeux, J. C. B., Silveira, M. L., & Moreno, L. S. B. (2019). Legume proportion in grassland litter affects decomposition dynamics and nutrient mineralization. Agronomy Journal, 111(3), 1079–1089. https://doi.org/10.2134/agronj2018.09.0603
- Leanne Dillard, S., Hancock, D. W., Harmon, D. D., Kimberly Mullenix, M., Beck, P. A., & Soder, K. J. (2018). Animal performance and environmental efficiency of cool- and warm-season annual grazing systems. Journal of Animal Science, 96(8), 3491–3502. https://doi.org/10.1093/jas/sky025
- Liu, Z., Lin, C., & Guo, Y. (2008). Measuring plant-associated nitrogen fixation in agricultural systems. ACIAR. https://doi.org/10.1007/s11431-006-0257-5
10.1007/s11431?006?0257?5 Google Scholar
- Macmillan, J., Adams, C. B., Hinson, P. O., Delaune, P. B., Rajan, N., & Trostle, C. (2022). Biological nitrogen fixation of cool-season legumes in agronomic systems of the Southern Great Plains. Agrosystems, Geosciences and Environment, 5(1), 1–10. https://doi.org/10.1002/agg2.20244
10.1002/agg2.20244 Google Scholar
- Macoon, B., Daniel, J. B., Rogers, J., & Franzluebbers, A. (2016). Introducing annuals in grazed pastures. Paper presented at the 2016 Southern SARE Cover Crop Conference, Mount Olive and Goldsboro, NC.
- Mueller, K. E., Tilman, D., Fornara, D. A., & Hobbie, S. E. (2013). Root depth distribution and diversity-productivity relationship in a long-term grassland experiment. Ecology, 94(4), 787–793.
- Omokanye, A., Hernandez, G., Lardner, H. A., Al-Maqtari, B., Gill, K. S., & Lee, A. (2021). Alternative forage feeds for beef cattle in Northwestern Alberta, Canada: Forage yield and nutritive value of forage brassicas and forbs. Journal of Applied Animal Research, 49(1), 203–210. https://doi.org/10.1080/09712119.2021.1933990
- Peoples, M. B., Brockwell, J., Hunt, J. R., Swan, A. D., Watson, L., Hayes, R. C., Li, G. D., Hackney, B., Nuttall, J. G., Davies, S. L., & Fillery, I. R. P. (2012). Factors affecting the potential contributions of N2 fixation by legumes in Australian pasture systems. Crop and Pasture Science, 63(9), 759–786. https://doi.org/10.1071/CP12123
- Polley, H. W., Isbell, F. I., & Wilsey, B. J. (2013). Plant functional traits improve diversity-based predictions of temporal stability of grassland productivity. Oikos, 122(9), 1275–1282. https://doi.org/10.1111/j.1600-0706.2013.00338.x
- Prevatt, C. G. (2017). An economic analysis of grazing cool-season annual forages. Journal of Animal Science, 95(Suppl 1), 09. https://doi.org/10.2527/ssasas2017.017
- R Core Team. (2021). R: A language and environment for statistical computing. R Foundation for Statistical Computing. https://doi.org/10.4135/9781473920446.n12
- Sanderson, M. A., Skinner, R. H., Barker, D. J., Edwards, G. R., Tracy, B. F., & Wedin, D. A. (2004). Plant species diversity and management of temperate forage and grazing land ecosystems. Crop Science, 44, 1132–1144.
- Sanderson, M. A., Soder, K. J., Muller, L. D., Klement, K. D., Skinner, R. H., & Goslee, S. C. (2005). Forage mixture productivity and botanical composition in pastures grazed by dairy cattle. Agronomy Journal, 97(5), 1465–1471. https://doi.org/10.2134/agronj2005.0032
- Silvertown, J., Poulton, P., Johnston, E., Edwards, G., Heard, M., & Biss, P. M. (2006). The Park Grass Experiment 1856–2006: Its contribution to ecology. Journal of Ecology, 94(4), 801–814. https://doi.org/10.1111/j.1365-2745.2006.01145.x
- Sollenberger, L. E., & Dubeux, J. C. B. (2022). Warm-climate, legume-grass forage mixtures versus grass-only swards: An ecosystem services comparison. Revista Brasileira de Zootecnia, 51(2018). https://doi.org/10.37496/RBZ5120210198
10.37496/RBZ5120210198 Google Scholar
- Sollenberger, L. E., & Vanzant, E. S. (2011). Interrelationships among forage nutritive value and quantity and individual animal performance. Crop Science, 51, 410–432. https://doi.org/10.2135/cropsci2010.07.0408
- Swisher, M. E., & Clare, D. K. (1995). Florida's ranches: Sustainable or not? Proceedings of Soil and Crop Science Society of Florida, 54, 94–100.
- Teague, R., Delaune, P. B., & Dowhower, S. L. (2019). Impacts of over-seeding bermudagrass pasture with multispecies cover crops on soil water availability, microbiology, and nutrient status in North Texas. Agriculture, Ecosystems and Environment, 273, 117–129. https://doi.org/10.1016/j.agee.2018.12.013
- Tilman, D., & Downing, J. A. (1994). Biodiversity and stability in grasslands. Nature, 367(6461), 363–365. https://doi.org/10.1038/367363a0
- Tilman, D., Knops, J., Wedin, D., Reich, P., Ritchie, M., & Siemann, E. (1997). The influence of functional diversity and composition on ecosystem processes. Science, 277(5330), 1300–1302. https://doi.org/10.1126/science.277.5330.1300
- Tracy, B. F., Foster, J. L., Butler, T. J., Islam, M. A., Toledo, D., & Vendramini, J. M. B. (2018). Resilience in forage and grazinglands. Crop Science, 58(1), 31–42. https://doi.org/10.2135/cropsci2017.05.0317
- Tracy, B. F., & Sanderson, M. A. (2004). Productivity and stability relationships in mowed pasture communities of varying species composition. Crop Science, 44(6), 2180–2186. https://doi.org/10.2135/cropsci2004.2180
- USDA NRCS. (2014). Orangeburg series. https://soilseries.sc.egov.usda.gov/OSD_Docs/O/ORANGEBURG.html
- USDA NRCS. (2023). Web soil survey. https://websoilsurvey.nrcs.usda.gov/app/WebSoilSurvey.aspx
- Vendramini, J. M. B., Sollenberger, L. E., Dubeux, J. C. B., Interrante, S. M., Stewart, R. L., & Arthington, J. D. (2006). Concentrate supplementation effects on forage characteristics and performance of early weaned calves grazing rye-ryegrass pastures. Crop Science, 46(4), 1595–1600. https://doi.org/10.2135/cropsci2005.11-0419
- Vibart, R. E., Vogeler, I., Dodd, M., & Koolaard, J. (2016). Simple versus diverse temperate pastures: Aspects of soil–plant–animal interrelationships central to nitrogen leaching losses. Agronomy Journal, 108(6), 2174–2188. https://doi.org/10.2134/agronj2016.04.0193
- Wallau, M., Blount, A. R., Rios, E., Vendramini, J. M. B., Dubeux, J. C. B., Babar, M. A., Kenworthy, K. E., Mulvaney, M., & Quesenberry, K. H. (2021). 2021 Cool-season forage variety recommendations for Florida. EDIS, 2021(4), 1–7. https://doi.org/10.32473/edis-aa266-2021
10.32473/edis?aa266?2021 Google Scholar
- Wallau, M., Vendramini, J., & Jennings, E. (2022). Forage planting and establishment methods on prepared seedbed. EDIS, 2022(1), 1–9. https://doi.org/10.32473/edis-ag107-2022
10.32473/edis-ag107-2022 Google Scholar
- Wortman, S. E., Francis, C. A., & Lindquist, J. L. (2012). Cover crop mixtures for the western Corn Belt: Opportunities for increased productivity and stability. Agronomy Journal, 104(3), 699–705. https://doi.org/10.2134/agronj2011.0422
- Wrage, N., Strodthoff, J., Cuchillo, H. M., Isselstein, J., & Kayser, M. (2011). Phytodiversity of temperate permanent grasslands: Ecosystem services for agriculture and livestock management for diversity conservation. Biodiversity and Conservation, 20(14), 3317–3339. https://doi.org/10.1007/s10531-011-0145-6
- Wright, D. L., Blount, A. R., George, S., & Small, I. (2018). Tillage and overseeding pastures for winter forage production in North Florida. UF-IFAS Extension, SS-AGR-43.
- Wu, G.-L., Liu, Y., Tian, F.-P., & Shi, Z.-H. (2017). Legumes functional group promotes soil organic carbon and nitrogen storage by increasing plant diversity. Land Degradation and Development, 28(4), 1336–1344. https://doi.org/10.1002/ldr.2570