Influence of shrub willow buffers strategically integrated in an Illinois corn-soybean field on soil health and microbial community composition

Zumpf, Colleen; Cacho, Jules; Grasse, Nora; Quinn, John; Hampton-Marcell, Jarrad; Armstrong, Abigail; Campbell, Patty; Negri, M. Cristina; Lee, D. K.

doi:10.1016/j.scitotenv.2021.145674

Title: Influence of shrub willow buffers strategically integrated in an Illinois corn-soybean field on soil health and microbial community composition

Journal Article · Sat Feb 06 00:00:00 EST 2021 · Science of the Total Environment

DOI:https://doi.org/10.1016/j.scitotenv.2021.145674· OSTI ID:1856037

Zumpf, Colleen ^[1]; Cacho, Jules ^[1]; Grasse, Nora ^[1]; Quinn, John ^[1]; Hampton-Marcell, Jarrad ^[1]; Armstrong, Abigail ^[1]; Campbell, Patty ^[1]; Negri, M. Cristina ^[1]; Lee, D. K. ^[2]

Argonne National Lab. (ANL), Lemont, IL (United States)
Univ. of Illinois at Urbana-Champaign, IL (United States)

We report soil serves many important ecological functions and is an integral part of our existence as a society. However, concerns for soil health are growing globally, in part due to the negative impacts of agricultural management on soil resources. The production of perennial bioenergy crops on marginal land in row-crop production systems is one solution that could improve land-use efficiency and address the sustainability of cropland management. Because the relationship between crop management and the environment is complex, more research is needed to evaluate the potential benefits perennial bioenergy crop production has on soil health, as well as other ecosystem services. In this study, shrub willow buffers were strategically integrated into a corn-soybean cropping system with the main objective of reducing nitrate-N leaching from grain crop production while producing biomass for bioenergy. Two buffer systems (defined by landscape positions) were included for comparison, one on marginal land with exposure to nitrate-N leaching from upslope grain (southern plots) and one on fertile soils with less nitrate-N leaching potential (northern plots). Evaluation of soil (chemistry, bulk density, microbial community) and shrub willow vegetation properties ( fine roots, leaf litter decomposition, and nutrient uptake dynamics), showed that landscape position plays an important role in (1) the dynamics of soil chemical properties, (2) shrub willow's influence and productivity, and (3) the provision of additional ecosystem services such as reductions in nitrous oxide emissions and nitrate-N leaching. In addition, the combination of crop type and landscape position (N-grain, N-willow, S-grain, and S-willow) influenced the species composition of the soil microbial community, resulting in unique and identifiable communities. These results highlight the potential application of shrub willow buffers for ecosystem service provision and support of ecosystem processes; however, understanding the relationship between the microbial community, crop type, and landscape is important for understanding the sustainability of the design.

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Research Organization:: Argonne National Laboratory (ANL), Argonne, IL (United States)

Sponsoring Organization:: USDOE Office of Energy Efficiency and Renewable Energy (EERE), Transportation Office. Bioenergy Technologies Office; USDOE Office of Energy Efficiency and Renewable Energy (EERE)

Grant/Contract Number:: AC02-06CH11357; EE0022598

OSTI ID:: 1856037

Alternate ID(s):: OSTI ID: 1818531

Journal Information:: Science of the Total Environment, Vol. 772; ISSN 0048-9697

Publisher:: ElsevierCopyright Statement

Country of Publication:: United States

Language:: English

References (66)

Rcpp : Seamless R and C++ Integration Eddelbuettel, Dirk; François, Romain Journal of Statistical Software, Vol. 40, Issue 8 https://doi.org/10.18637/jss.v040.i08	journal	January 2011
Soil depth and crop determinants of bacterial communities under ten biofuel cropping systems Zhang, Bangzhou; Penton, C. Ryan; Xue, Chao Soil Biology and Biochemistry, Vol. 112 https://doi.org/10.1016/j.soilbio.2017.04.019	journal	September 2017
Associations between species and groups of sites: indices and statistical inference Cáceres, Miquel De; Legendre, Pierre Ecology, Vol. 90, Issue 12 https://doi.org/10.1890/08-1823.1	journal	December 2009
Functional differences in the microbial processing of recent assimilates under two contrasting perennial bioenergy plantations Elias, Dafydd M. O.; Rowe, Rebecca L.; Pereira, M. Glória Soil Biology and Biochemistry, Vol. 114 https://doi.org/10.1016/j.soilbio.2017.07.026	journal	November 2017
Soil Management for Sustainable Agriculture White, Philip J.; Crawford, John W.; Díaz Álvarez, María Cruz Applied and Environmental Soil Science, Vol. 2012 https://doi.org/10.1155/2012/850739	journal	January 2012
Using community analysis to explore bacterial indicators for disease suppression of tobacco bacterial wilt Liu, Xiaojiao; Zhang, Shuting; Jiang, Qipeng Scientific Reports, Vol. 6, Issue 1 https://doi.org/10.1038/srep36773	journal	November 2016
Yield and Water Quality Impacts of Field-Scale Integration of Willow into a Continuous Corn Rotation System Zumpf, Colleen; Ssegane, Herbert; Negri, Maria Cristina Journal of Environment Quality, Vol. 46, Issue 4 https://doi.org/10.2134/jeq2017.02.0082	journal	January 2017
High value of short rotation coppice plantations for phytodiversity in rural landscapes Baum, Sarah; Bolte, Andreas; Weih, Martin GCB Bioenergy, Vol. 4, Issue 6 https://doi.org/10.1111/j.1757-1707.2012.01162.x	journal	February 2012
Impact of different bioenergy crops on N-cycling bacterial and archaeal communities in soil: Impact of bioenergy crops on soil N-cycling archaea and bacteria Mao, Yuejian; Yannarell, Anthony C.; Davis, Sarah C. Environmental Microbiology, Vol. 15, Issue 3 https://doi.org/10.1111/j.1462-2920.2012.02844.x	journal	August 2012
Ecosystem services and agriculture: tradeoffs and synergies Power, Alison G. Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 365, Issue 1554 https://doi.org/10.1098/rstb.2010.0143	journal	September 2010
Characterization and Description of Anaeromyxobacter dehalogenans gen. nov., sp. nov., an Aryl-Halorespiring Facultative Anaerobic Myxobacterium Sanford, R. A.; Cole, J. R.; Tiedje, J. M. Applied and Environmental Microbiology, Vol. 68, Issue 2 https://doi.org/10.1128/AEM.68.2.893-900.2002	journal	February 2002
Global patterns of 16S rRNA diversity at a depth of millions of sequences per sample Caporaso, J. G.; Lauber, C. L.; Walters, W. A. Proceedings of the National Academy of Sciences, Vol. 108, Issue Supplement_1 https://doi.org/10.1073/pnas.1000080107	journal	June 2010
Growth, decay, and turnover rates of fine roots of basket willows Rytter, Rose-Marie; Rytter, Lars Canadian Journal of Forest Research, Vol. 28, Issue 6 https://doi.org/10.1139/x98-063	journal	June 1998
Decay Rates, Nitrogen Fluxes, and Decomposer Communiies of Single- and Mixed-Species Foliar Litter Blair, John M.; Parmelee, Robert W.; Beare, Michael H. Ecology, Vol. 71, Issue 5 https://doi.org/10.2307/1937606	journal	October 1990
Variation in pickleweed root-associated microbial communities at different locations of a saline solid waste management unit contaminated with petroleum hydrocarbons Khan, Abdur Rahim; Reichmann, L. G.; Ibal, J. C. PLOS ONE, Vol. 14, Issue 10 https://doi.org/10.1371/journal.pone.0222901	journal	October 2019
Cellulosic biofuel contributions to a sustainable energy future: Choices and outcomes Robertson, G. Philip; Hamilton, Stephen K.; Barham, Bradford L. Science, Vol. 356, Issue 6345 https://doi.org/10.1126/science.aal2324	journal	June 2017
Effects of energy forestry on soils Makeschin, F. Biomass and Bioenergy, Vol. 6, Issue 1-2 https://doi.org/10.1016/0961-9534(94)90086-8	journal	January 1994
Enhancing the Multifunctionality of US Agriculture Jordan, Nicholas; Warner, Keith Douglass BioScience, Vol. 60, Issue 1 https://doi.org/10.1525/bio.2010.60.1.10	journal	January 2010
The Role of Soil Microorganisms in Plant Mineral Nutrition—Current Knowledge and Future Directions Jacoby, Richard; Peukert, Manuela; Succurro, Antonella Frontiers in Plant Science, Vol. 8 https://doi.org/10.3389/fpls.2017.01617	journal	September 2017
Decomposition of willow-leaf litter in a short-rotation forest in relation to fungal colonization and palatability for earthworms Šlapokas, T.; Granhall, U. Biology and Fertility of Soils, Vol. 10, Issue 4 https://doi.org/10.1007/BF00337374	journal	February 1991
Complete genome sequence of the thermophilic Acidobacteria, Pyrinomonas methylaliphatogenes type strain K22T Lee, Kevin C. Y.; Morgan, Xochitl C.; Power, Jean F. Standards in Genomic Sciences, Vol. 10, Issue 1 https://doi.org/10.1186/s40793-015-0099-5	journal	November 2015
lmerTest Package: Tests in Linear Mixed Effects Models Kuznetsova, Alexandra; Brockhoff, Per B.; Christensen, Rune H. B. Journal of Statistical Software, Vol. 82, Issue 13 https://doi.org/10.18637/jss.v082.i13	journal	January 2017
phyloseq: An R Package for Reproducible Interactive Analysis and Graphics of Microbiome Census Data McMurdie, Paul J.; Holmes, Susan PLoS ONE, Vol. 8, Issue 4 https://doi.org/10.1371/journal.pone.0061217	journal	April 2013
Drought and increased CO ₂ alter floral visual and olfactory traits with context‐dependent effects on pollinator visitation Glenny, William R.; Runyon, Justin B.; Burkle, Laura A. New Phytologist, Vol. 220, Issue 3 https://doi.org/10.1111/nph.15081	journal	March 2018
Changes in soil microbial community under willow coppice: The effect of irrigation with secondary-treated municipal wastewater Truu, Marika; Truu, Jaak; Heinsoo, Katrin Ecological Engineering, Vol. 35, Issue 6 https://doi.org/10.1016/j.ecoleng.2008.08.010	journal	June 2009
Impact on soil quality of a 10-year-old short-rotation coppice poplar stand compared with intensive agricultural and uncultivated systems in a Mediterranean area Pellegrino, Elisa; Di Bene, Claudia; Tozzini, Cristiano Agriculture, Ecosystems & Environment, Vol. 140, Issue 1-2 https://doi.org/10.1016/j.agee.2010.12.011	journal	January 2011
Effect of willow short rotation coppice on soil properties after three years of growth as compared to forest, grassland and arable land uses Stauffer, M.; Leyval, C.; Brun, J. -J. Plant and Soil, Vol. 377, Issue 1-2 https://doi.org/10.1007/s11104-013-1986-4	journal	January 2014
Incorporating bioenergy into sustainable landscape designs Dale, Virginia H.; Kline, Keith L.; Buford, Marilyn A. Renewable and Sustainable Energy Reviews, Vol. 56 https://doi.org/10.1016/j.rser.2015.12.038	journal	April 2016
Long-term effects of short rotation forestry with willows and poplar on soil properties Kahle, Petra; Hildebrand, Elke; Baum, Christel Archives of Agronomy and Soil Science, Vol. 53, Issue 6 https://doi.org/10.1080/03650340701648484	journal	November 2007
Impact of Populus trees on the composition of organic matter and the soil microbial community in Orthic Gray Luvisols in Saskatchewan (Canada) Yannikos, Nils; Leinweber, Peter; Helgason, Bobbi L. Soil Biology and Biochemistry, Vol. 70 https://doi.org/10.1016/j.soilbio.2013.11.025	journal	March 2014
Effects of converting a temperate short-rotation coppice to a silvo-arable alley cropping agroforestry system on soil quality indicators Beuschel, René; Piepho, Hans-Peter; Joergensen, Rainer Georg Agroforestry Systems, Vol. 94, Issue 2 https://doi.org/10.1007/s10457-019-00407-2	journal	May 2019
Environmental justification for short-rotation forestry in Sweden Perttu, Kurth L. Biomass and Bioenergy, Vol. 15, Issue 1 https://doi.org/10.1016/S0961-9534(98)00014-2	journal	July 1998
Differential Impacts of Willow and Mineral Fertilizer on Bacterial Communities and Biodegradation in Diesel Fuel Oil-Contaminated Soil Leewis, Mary-Cathrine; Uhlik, Ondrej; Fraraccio, Serena Frontiers in Microbiology, Vol. 7 https://doi.org/10.3389/fmicb.2016.00837	journal	June 2016
The development of short-rotation willow in the northeastern United States for bioenergy and bioproducts, agroforestry and phytoremediation Volk, T.; Abrahamson, L.; Nowak, C. Biomass and Bioenergy, Vol. 30, Issue 8-9 https://doi.org/10.1016/j.biombioe.2006.03.001	journal	August 2006
Fine root biomass and production in a Salix viminalis and Salix dasyclados plantation Heinsoo, K.; Merilo, E.; Petrovits, M. Estonian Journal of Ecology, Vol. 58, Issue 1 https://doi.org/10.3176/eco.2009.1.03	journal	January 2009
Improving indicator species analysis by combining groups of sites De Cáceres, Miquel; Legendre, Pierre; Moretti, Marco Oikos, Vol. 119, Issue 10 https://doi.org/10.1111/j.1600-0706.2010.18334.x	journal	September 2010
Environmental Filtering of Microbial Communities in Agricultural Soil Shifts with Crop Growth Hargreaves, Sarah K.; Williams, Ryan J.; Hofmockel, Kirsten S. PLOS ONE, Vol. 10, Issue 7 https://doi.org/10.1371/journal.pone.0134345	journal	July 2015
Microbial expression profiles in the rhizosphere of willows depend on soil contamination Yergeau, Etienne; Sanschagrin, Sylvie; Maynard, Christine The ISME Journal, Vol. 8, Issue 2 https://doi.org/10.1038/ismej.2013.163	journal	September 2013
High Microbial Diversity Promotes Soil Ecosystem Functioning Maron, Pierre-Alain; Sarr, Amadou; Kaisermann, Aurore Applied and Environmental Microbiology, Vol. 84, Issue 9 https://doi.org/10.1128/AEM.02738-17	journal	February 2018
Mycorrhizas and biomass crops: opportunities for future sustainable development Rooney, Deirdre C.; Killham, Ken; Bending, Gary D. Trends in Plant Science, Vol. 14, Issue 10 https://doi.org/10.1016/j.tplants.2009.08.004	journal	October 2009
Identifying the Active Microbiome Associated with Roots and Rhizosphere Soil of Oilseed Rape Gkarmiri, Konstantia; Mahmood, Shahid; Ekblad, Alf Applied and Environmental Microbiology, Vol. 83, Issue 22 https://doi.org/10.1128/AEM.01938-17	journal	September 2017
Long-term fertilization changes bacterial diversity and bacterial communities in the maize rhizosphere of Chinese Mollisols Wang, Qingfeng; Jiang, Xin; Guan, Dawei Applied Soil Ecology, Vol. 125 https://doi.org/10.1016/j.apsoil.2017.12.007	journal	April 2018
Soil abiotic variables are more important than Salicaceae phylogeny or habitat specialization in determining soil microbial community structure Erlandson, Sonya; Wei, Xiaojing; Savage, Jessica Molecular Ecology, Vol. 27, Issue 8 https://doi.org/10.1111/mec.14576	journal	April 2018
Transplanting Soil Microbiomes Leads to Lasting Effects on Willow Growth, but not on the Rhizosphere Microbiome Yergeau, Etienne; Bell, Terrence H.; Champagne, Julie Frontiers in Microbiology, Vol. 6 https://doi.org/10.3389/fmicb.2015.01436	journal	December 2015
Input and distribution of photosynthesized carbon in a flooded rice soil: RHIZODEPOSITION IN RICE SOIL Lu, Yahai; Watanabe, Akira; Kimura, Makoto Global Biogeochemical Cycles, Vol. 16, Issue 4 https://doi.org/10.1029/2002GB001864	journal	November 2002
Effect of a Chemical Modified Urea Fertilizer on Soil Quality: Soil Microbial Populations Around Corn Roots Garcia‐Teijeiro, Rosalia; Lightfoot, David A.; Hernandez, Jorge D. Communications in Soil Science and Plant Analysis, Vol. 40, Issue 13-14 https://doi.org/10.1080/00103620902960641	journal	August 2009
Belowground Microbiota and the Health of Tree Crops Mercado-Blanco, Jesús; Abrantes, Isabel; Barra Caracciolo, Anna Frontiers in Microbiology, Vol. 9 https://doi.org/10.3389/fmicb.2018.01006	journal	June 2018
The economics of growing shrub willow as a bioenergy buffer on agricultural fields: A case study in the Midwest Corn Belt: Shrub Willow Economics Ssegane, Herbert; Zumpf, Colleen; Cristina Negri, M. Biofuels, Bioproducts and Biorefining, Vol. 10, Issue 6 https://doi.org/10.1002/bbb.1679	journal	August 2016
Effect of nitrogen fertilizer on greenhouse gas emissions in two willow clones (Salix miyabeana and S. dasyclados) in southern Ontario, Canada Lutes, K.; Oelbermann, M.; Thevathasan, N. V. Agroforestry Systems, Vol. 90, Issue 5 https://doi.org/10.1007/s10457-016-9897-z	journal	January 2016
Greenhouse Gas Potentials of Shrub Willow Biomass Crops Based on Below- and Aboveground Biomass Inventory Along a 19-Year Chronosequence Pacaldo, Renato S.; Volk, Timothy A.; Briggs, Russell D. BioEnergy Research, Vol. 6, Issue 1 https://doi.org/10.1007/s12155-012-9250-y	journal	September 2012
Global Biogeography and Quantitative Seasonal Dynamics of Gemmatimonadetes in Soil DeBruyn, Jennifer M.; Nixon, Lauren T.; Fawaz, Mariam N. Applied and Environmental Microbiology, Vol. 77, Issue 17 https://doi.org/10.1128/AEM.05005-11	journal	July 2011
Designing agricultural landscapes for biodiversity-based ecosystem services Landis, Douglas A. Basic and Applied Ecology, Vol. 18 https://doi.org/10.1016/j.baae.2016.07.005	journal	February 2017
A landscape perspective on sustainability of agricultural systems Dale, Virginia H.; Kline, Keith L.; Kaffka, Stephen R. Landscape Ecology, Vol. 28, Issue 6 https://doi.org/10.1007/s10980-012-9814-4	journal	November 2012
The Variation in the Rhizosphere Microbiome of Cotton with Soil Type, Genotype and Developmental Stage Qiao, Qinghua; Wang, Furong; Zhang, Jingxia Scientific Reports, Vol. 7, Issue 1 https://doi.org/10.1038/s41598-017-04213-7	journal	June 2017
An Integrated Landscape Designed for Commodity and Bioenergy Crops for a Tile-Drained Agricultural Watershed Ssegane, Herbert; Negri, M. Cristina Journal of Environment Quality, Vol. 45, Issue 5 https://doi.org/10.2134/jeq2015.10.0518	journal	January 2016
The Root-Associated Microbial Community of the World’s Highest Growing Vascular Plants Angel, Roey; Conrad, Ralf; Dvorsky, Miroslav Microbial Ecology, Vol. 72, Issue 2 https://doi.org/10.1007/s00248-016-0779-8	journal	May 2016
Willows Beyond Wetlands: Uses of Salix L. Species for Environmental Projects Kuzovkina, Yulia A.; Quigley, Martin F. Water, Air, & Soil Pollution, Vol. 162, Issue 1-4 https://doi.org/10.1007/s11270-005-6272-5	journal	March 2005
Energy Crops and Their Implications on Soil and Environment Blanco-Canqui, Humberto Agronomy Journal, Vol. 102, Issue 2 https://doi.org/10.2134/agronj2009.0333	journal	January 2010
Ultra-high-throughput microbial community analysis on the Illumina HiSeq and MiSeq platforms Caporaso, J. Gregory; Lauber, Christian L.; Walters, William A. The ISME Journal, Vol. 6, Issue 8 https://doi.org/10.1038/ismej.2012.8	journal	March 2012
Microbial diversity drives multifunctionality in terrestrial ecosystems Delgado-Baquerizo, Manuel; Maestre, Fernando T.; Reich, Peter B. Nature Communications, Vol. 7, Issue 1 https://doi.org/10.1038/ncomms10541	journal	January 2016
The Ecology of Acidobacteria: Moving beyond Genes and Genomes Kielak, Anna M.; Barreto, Cristine C.; Kowalchuk, George A. Frontiers in Microbiology, Vol. 7 https://doi.org/10.3389/fmicb.2016.00744	journal	May 2016
Soil-derived trace gas fluxes from different energy crops - results from a field experiment in Southwest Germany Gauder, Martin; Butterbach-Bahl, Klaus; Graeff-Hönninger, Simone GCB Bioenergy, Vol. 4, Issue 3 https://doi.org/10.1111/j.1757-1707.2011.01135.x	journal	October 2011
Decomposition of chestnut oak (Quercus prinus) leaves and nitrogen mineralization in an urban environment Pavao-Zuckerman, Mitchell A.; Coleman, David C. Biology and Fertility of Soils, Vol. 41, Issue 5 https://doi.org/10.1007/s00374-005-0841-z	journal	March 2005
Accumulation of soil organic carbon after cropland conversion to short-rotation willow and poplar Georgiadis, Petros; Vesterdal, Lars; Stupak, Inge GCB Bioenergy, Vol. 9, Issue 8 https://doi.org/10.1111/gcbb.12416	journal	February 2017
Soil microbial communities as potential regulators of in situ N2O fluxes in annual and perennial cropping systems Thompson, K. A.; Bent, E.; Abalos, D. Soil Biology and Biochemistry, Vol. 103 https://doi.org/10.1016/j.soilbio.2016.08.030	journal	December 2016
Consistent effects of nitrogen fertilization on soil bacterial communities in contrasting systems Ramirez, Kelly S.; Lauber, Christian L.; Knight, Rob Ecology, Vol. 91, Issue 12 https://doi.org/10.1890/10-0426.1	journal	December 2010

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