<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">AJPS</journal-id><journal-title-group><journal-title>American Journal of Plant Sciences</journal-title></journal-title-group><issn pub-type="epub">2158-2742</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/ajps.2019.106065</article-id><article-id pub-id-type="publisher-id">AJPS-92984</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Biomedical&amp;Life Sciences</subject></subj-group></article-categories><title-group><article-title>
 
 
  Biomass Production of Cup Plant (&lt;i&gt;Silphium perfoliatum&lt;/i&gt; L.) in Response to Variation in Plant Population Density in the North Central USA
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Arvid</surname><given-names>Boe</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Kenneth</surname><given-names>A. Albrecht</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Paul</surname><given-names>J. Johnson</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Jixiang</surname><given-names>Wu</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib></contrib-group><aff id="aff2"><addr-line>Department of Agronomy, University of Wisconsin, Madison, WI, USA</addr-line></aff><aff id="aff1"><addr-line>Agronomy, Horticulture, and Plant Science Department, South Dakota State University, Brookings, SD, USA</addr-line></aff><aff id="aff3"><addr-line>Insect Biodiversity Laboratory, South Dakota State University, Brookings, SD, USA</addr-line></aff><pub-date pub-type="epub"><day>31</day><month>05</month><year>2019</year></pub-date><volume>10</volume><issue>06</issue><fpage>904</fpage><lpage>910</lpage><history><date date-type="received"><day>24,</day>	<month>April</month>	<year>2019</year></date><date date-type="rev-recd"><day>10,</day>	<month>June</month>	<year>2019</year>	</date><date date-type="accepted"><day>13,</day>	<month>June</month>	<year>2019</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
   The North American genus 
  Silphium is receiving global attention for its potential in the development of new food, forage, and industrial crops, including cellulosic biomass for biofuel. Little is known about the effect of plant population density on biomass production in large, coarse perennial forbs. Our objective was to evaluate the effect of variation in plant density on biomass production and stand morphology of cup plant (
  Silphium perfoliatum L.). Plant population densities of 17,000, 34,000, and 68,000 plants ha
  <sup>-1</sup> were evaluated for biomass production in a single-harvest per annum system for three years at Brookings, SD and Arlington, WI. Biomass increased linearly by 43% between the low and high density at Brookings; whereas, at Arlington, response to variation in plant density was year dependent. Shoots plant
  <sup>-1</sup> was inversely related to plant density with linear regression explaining &gt;95% of the variation. Our results strongly suggested that further studies of effects of plant population density on biomass production in cup plant should include evaluation of, in addition to, densities higher than 68,000 plants ha
  <sup>-1</sup>. 
 
</p></abstract><kwd-group><kwd>Biofuel</kwd><kwd> Shoot Density</kwd><kwd> Shoots Plant&lt;sup&gt;-1&lt;/sup&gt;</kwd><kwd> Stand Morphology</kwd><kwd> Cup Plant Moth</kwd><kwd> &lt;i&gt;Eucosma giganteana&lt;/i&gt; Riley</kwd><kwd> Biotic Stress</kwd><kwd> Abiotic Stress</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>The genus Silphium is receiving global attention for its potential in the development of new food, forage, and industrial crops [<xref ref-type="bibr" rid="scirp.92984-ref1">1</xref>] , including cellulosic biomass for biofuel [<xref ref-type="bibr" rid="scirp.92984-ref2">2</xref>]. High yields of biomass have been achieved for cup plant (S. perfoliatum L.) in Wisconsin [<xref ref-type="bibr" rid="scirp.92984-ref2">2</xref>] and South Dakota [<xref ref-type="bibr" rid="scirp.92984-ref3">3</xref>] indicating its potential for profitable production of forage [<xref ref-type="bibr" rid="scirp.92984-ref4">4</xref>] and/or biofuel in multiple regions of North America. However, no studies have addressed impact of variation in population density on biomass production. Therefore, the objective of this research was to evaluate three plant population densities of cup plant for biomass production for multiple years in the northern Great Plains and Midwest in USA.</p></sec><sec id="s2"><title>2. Materials and Methods</title><p>Four-month-old greenhouse-grown seedlings of a population of cup plant derived from open pollination between natural populations from Illinois and Minnesota [<xref ref-type="bibr" rid="scirp.92984-ref2">2</xref>] were transplanted in three population densities at Brookings, SD and Arlington WI in June 2010. The soil at Brookings was a McKranz (fine-silty, mixed, superactive, frigid, AericCalciaquolls)-Badger (fine, smectitic, frigid Vertic Aquiaquolls) silty clay loam. It is considered marginal for conventional crop production due to poor drainage. The soil at Arlington was a Huntsville silt loam (fine-silty, mixed, mesic CumulicHapludoll) that was in a low-lying area with a capability class of II because of potential for flood damage from water retention.</p><p>At Brookings, no fertilizer was applied during the study. Soil nutrient levels were not determined at planting. The previous crop was soybean [(Glycine max L. Merr.)]. Therefore, we assumed that about 45 kg N ha<sup>−1</sup> would be available during the growing season of the establishment year (i.e., 2010) [<xref ref-type="bibr" rid="scirp.92984-ref5">5</xref>]. Historically, the marginal land area was in a long-term wheat (Triticum aestivum L.)-soybean rotation, which was subject to frequent modification by wet soil conditions that precluded timely planting of these grain crops in the spring. At Arlington, the previous crop was alfalfa (Medicago sativa L.). Nitrogen fertilizer was applied annually to both prime and marginal land components at 180 kg N ha<sup>−1</sup> in the form of ammonium nitrate. Soil P and K were maintained at optimum levels for maize silage production, based on University of Wisconsin recommendations [<xref ref-type="bibr" rid="scirp.92984-ref6">6</xref>].</p><p>Plant populations were 17,000, 34,000, and 68,000 plants ha<sup>−1</sup> in 3.1 m &#215; 2.3 m plots as demonstrated in <xref ref-type="fig" rid="fig1">Figure 1</xref>. A randomized complete block design with four replications was employed. The center row of each plot was harvested during mid-September in each of 2011-2013 at Arlington and during mid-October in each of 2011-2013 at Brookings. Plants were harvested at a 10-cm stubble height. Plot wet weights were taken in the field. Grab samples were dried at 60˚C for 72 hours to determine dry matter concentrations for biomass calculation. Shoots plant<sup>−1</sup> were counted at harvest for each of 2011 and 2012 at both locations. Weed control was by hand methods.</p><p>Biomass yield and shoot density data were analyzed by location using the repeated measures procedure in Statistix 9 [<xref ref-type="bibr" rid="scirp.92984-ref7">7</xref>]. Plant density was the between-subject factor and year was the within-subject factor. Partitioning of plant</p><p>population density sums of squares between linear and non-linear components was accomplished using the polynomial contrasts procedure. Year and plant population density were considered fixed effects; replications were considered random. Growing season monthly (March through September) total precipitation data for Brookings, SD and Arlington, WI during 2011, 2012 and 2013 are presented in <xref ref-type="table" rid="table1">Table 1</xref>.</p></sec><sec id="s3"><title>3. Results</title><p>At Brookings, significant differences were found among populations (P &lt; 0.05) and among years (P &lt; 0.01) for biomass production (<xref ref-type="fig" rid="fig2">Figure 2</xref>). The population &#215; year interaction mean square was not significant (P = 0.07). Annual means ranged from 1.62 Mg∙ha<sup>−1</sup> in 2012 to 7.45 Mg∙ha<sup>−1</sup> in 2011. The linear regression model accounted for 99% of the population density sums of squares. The increase in biomass yield in response to increase in population was 43% between the low and high plant densities (<xref ref-type="fig" rid="fig2">Figure 2</xref>).</p><p>A significant (P &lt; 0.01) population &#215; year interaction occurred for biomass production at Arlington (<xref ref-type="fig" rid="fig3">Figure 3</xref>). No differences occurred among populations in either 2011 or 2013; however, the difference between the high (14.23 Mg∙ha<sup>−1</sup>) and low (10.82 Mg∙ha<sup>−1</sup>) densities was significant in 2012.</p><p>At Brookings, highly significant (P &lt; 0.01) differences occurred between years and among populations for shoots plant<sup>−1</sup>, which increased by nearly 100% between 2011 (6.6 shoots plant<sup>−1</sup>) and 2012 (12.7 shoots plant<sup>−1</sup>). Linear regression sums of squares accounted for 95% of the total population sums of squares, with</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Monthly growing season total precipitation (cm) during 2011, 2012, and 2013 compared with 30-year averages for Brookings, SD and Arlington, WI</title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" >Mar</th><th align="center" valign="middle" >Apr</th><th align="center" valign="middle" >May</th><th align="center" valign="middle" >Jun</th><th align="center" valign="middle" >Jul</th><th align="center" valign="middle" >Aug</th><th align="center" valign="middle" >Sep</th><th align="center" valign="middle" >Total</th></tr></thead><tr><td align="center" valign="middle" >Brookings</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >2011</td><td align="center" valign="middle" >2.0</td><td align="center" valign="middle" >6.6</td><td align="center" valign="middle" >15.7</td><td align="center" valign="middle" >10.2</td><td align="center" valign="middle" >12.4</td><td align="center" valign="middle" >3.8</td><td align="center" valign="middle" >0.2</td><td align="center" valign="middle" >51.2</td></tr><tr><td align="center" valign="middle" >2012</td><td align="center" valign="middle" >1.4</td><td align="center" valign="middle" >6.8</td><td align="center" valign="middle" >17.5</td><td align="center" valign="middle" >4.1</td><td align="center" valign="middle" >3.5</td><td align="center" valign="middle" >6.3</td><td align="center" valign="middle" >1.8</td><td align="center" valign="middle" >41.4</td></tr><tr><td align="center" valign="middle" >2013</td><td align="center" valign="middle" >2.5</td><td align="center" valign="middle" >6.6</td><td align="center" valign="middle" >7.6</td><td align="center" valign="middle" >15.0</td><td align="center" valign="middle" >9.1</td><td align="center" valign="middle" >3.8</td><td align="center" valign="middle" >5.8</td><td align="center" valign="middle" >50.4</td></tr><tr><td align="center" valign="middle" >30-year</td><td align="center" valign="middle" >2.9</td><td align="center" valign="middle" >5.3</td><td align="center" valign="middle" >7.4</td><td align="center" valign="middle" >10.9</td><td align="center" valign="middle" >8.4</td><td align="center" valign="middle" >7.9</td><td align="center" valign="middle" >5.3</td><td align="center" valign="middle" >48.1</td></tr><tr><td align="center" valign="middle" >Arlington</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >2011</td><td align="center" valign="middle" >8.6</td><td align="center" valign="middle" >8.9</td><td align="center" valign="middle" >5.6</td><td align="center" valign="middle" >10.4</td><td align="center" valign="middle" >6.3</td><td align="center" valign="middle" >3.8</td><td align="center" valign="middle" >9.9</td><td align="center" valign="middle" >53.5</td></tr><tr><td align="center" valign="middle" >2012</td><td align="center" valign="middle" >6.1</td><td align="center" valign="middle" >7.9</td><td align="center" valign="middle" >7.4</td><td align="center" valign="middle" >0.8</td><td align="center" valign="middle" >10.9</td><td align="center" valign="middle" >7.4</td><td align="center" valign="middle" >2.8</td><td align="center" valign="middle" >43.3</td></tr><tr><td align="center" valign="middle" >2013</td><td align="center" valign="middle" >5.8</td><td align="center" valign="middle" >13.7</td><td align="center" valign="middle" >15.2</td><td align="center" valign="middle" >19.0</td><td align="center" valign="middle" >7.6</td><td align="center" valign="middle" >4.6</td><td align="center" valign="middle" >7.6</td><td align="center" valign="middle" >73.5</td></tr><tr><td align="center" valign="middle" >30-year</td><td align="center" valign="middle" >4.8</td><td align="center" valign="middle" >8.9</td><td align="center" valign="middle" >9.4</td><td align="center" valign="middle" >11.9</td><td align="center" valign="middle" >10.7</td><td align="center" valign="middle" >9.9</td><td align="center" valign="middle" >8.9</td><td align="center" valign="middle" >64.5</td></tr></tbody></table></table-wrap><p>population means decreasing from 12.1 shoots plant<sup>−1</sup> at the low population (17,000 plants ha<sup>−1</sup>) to 7.4 shoots plant<sup>−1</sup> at the high population (68,000 plants ha<sup>−1</sup>).</p><p>At Arlington, a significant population &#215; year interaction occurred for shoots plant<sup>−1</sup>. Although mean shoots plant<sup>−1</sup> more than doubled between 2011 and 2012, populations failed to rank the same across years (<xref ref-type="fig" rid="fig4">Figure 4</xref>).</p></sec><sec id="s4"><title>4. Discussion</title><p>Temporal variations in abiotic and biotic factors had large impacts on biomass production of cup plant populations in the northern Great Plains. In South Dakota, as demonstrated in <xref ref-type="fig" rid="fig1">Figure 1</xref>, a severe drought (growing season precipitation was 38% of the 30-year average) that coincided with inordinately heavy apical meristem infestation (&gt;90%) by the larvae of the cup plant moth (Eucosma giganteana Riley) in 2012 resulted in biomass yields less than 25% of those of each of the bracketing years (i.e., 2011 and 2013), which had more favorable distributions and amounts of precipitation (<xref ref-type="table" rid="table1">Table 1</xref>). However, the resiliency of cup plant was demonstrated by its ability to recover from abiotic and biotic stresses in 2012 with a 3.5-fold increase in biomass production in 2013, in response to improved moisture and reduced insect pressure [<xref ref-type="bibr" rid="scirp.92984-ref2">2</xref>].</p><p>On the other hand, because of greater rainfall and the soil type and site near a marsh at Arlington, moisture was not considered to be limiting in any year contributing to substantially greater yields at Arlington than at Brookings in 2012 and 2013. Larvae of the cup plant moth and Uroleucon sp. aphids were observed in patchy distribution in the plot area, contributing to variability. Minor damage from wild turkeys (Meleagris gallopavo L.) and white tail deer (Odocoileus virginianus Zimmermann) early in each season was also observed. Stem and leaf rust (Puccinia silphii Schwein.) was observed on some plants, causing stems to lodge at the soil surface long before harvest, and these were not included in harvested biomass or stem counts.</p><p>Only a few studies have evaluated biomass production of cup plant in replicated multi-year trials (e.g., [<xref ref-type="bibr" rid="scirp.92984-ref2">2</xref>] ). In each, a single population density was employed. However, these studies demonstrated that cup plant can be highly productive across a wide range of plant population densities. For example, in the USA Albrecht and Goldstein [<xref ref-type="bibr" rid="scirp.92984-ref4">4</xref>] reported yields of 11 Mg∙ha<sup>−1</sup> from 10,000 plants ha<sup>−1</sup> in Wisconsin, Zilverberg et al. [<xref ref-type="bibr" rid="scirp.92984-ref3">3</xref>] reported 25 Mg∙ha<sup>−1</sup> from 110,000 plants ha<sup>−1</sup> in South Dakota, and Asseffa et al. [<xref ref-type="bibr" rid="scirp.92984-ref2">2</xref>] observed 10.5 Mg∙ha<sup>−1</sup> from 28,000 plants ha<sup>−1</sup> in South Dakota. In Europe, Wever et al. [<xref ref-type="bibr" rid="scirp.92984-ref8">8</xref>] reported yields of 17.2 Mg∙ha<sup>−1</sup> from 40,000 plants ha<sup>−1</sup> in Germany, and Šiaudinis et al. [<xref ref-type="bibr" rid="scirp.92984-ref9">9</xref>] achieved 21.9 Mg∙ha<sup>−1</sup> from 20,000 plants ha<sup>−1</sup> in Lithuania.</p><p>To the best of our knowledge, this study was the first of its kind to investigate the effect of variation in plant population density on biomass production of a large perennial that had demonstrated high biomass production and associated enhancement of ecosystem goods and services in the northern Great Plains [<xref ref-type="bibr" rid="scirp.92984-ref3">3</xref>] and Midwest [<xref ref-type="bibr" rid="scirp.92984-ref4">4</xref>]. In its natural environment, we have observed cup plant occurring in relatively dense stands or in isolated clumps. Its growth habit tends to be caudexal and very erect. Individual proaxes produce three short rhizomes during autumn; generally, only one or two produces a new shoot the following spring (A. Boe, unpublished data).</p><p>The advantage of increasing population density as a cultural practice to increase biomass production of cup plant was more evident at Brookings than at Arlington. However, breaking down the population &#215; year interaction for biomass production at Arlington, indicated no advantage for the low population density; whereas, depending on temporal variation, the high population density was superior. These results suggested, since 99 % of the variation for biomass production among the three plant population densities could be explained by linear regression, that further studies should be conducted to include plant population densities greater than the highest (i.e., 68,000 plants ha<sup>−1</sup>) evaluated in this study.</p></sec><sec id="s5"><title>Acknowledgements</title><p>This research was supported by funding from the North Central Regional Sun Grant Center at South Dakota State University through US Department of Energy Bioenergy Technologies Office under award numbers DE-FG36-08G088073 and SA1500640. It was also partially supported the USDA-NIFA Hatch Project under award number 1005459.</p></sec><sec id="s6"><title>Conflicts of Interest</title><p>The authors declare no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s7"><title>Cite this paper</title><p>Boe, A., Albrecht, K.A., Johnson, P.J. and Wu, J.X. (2019) Biomass Production of Cup Plant (Silphium perfoliatum L.) in Response to Variation in Plant Population Density in the North Central USA. American Journal of Plant Sciences, 10, 904-910. https://doi.org/10.4236/ajps.2019.106065</p></sec></body><back><ref-list><title>References</title><ref id="scirp.92984-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Van Tassel, D.L., Albrecht, K.A., Bever, J.D., Boe, A.A., Brandvain, Y., Crews, T.E., Gansberger, M., Gerstberger, P., Gonzalez-Paleo, L., Hulke, B.S., Kane, N.C., Johnson, P.J., Pestsova, E.G., Risso, V.D.P., Prasifka, J.R., Ravetta, D.A., Schlautman, B., Sheaffer, C.C., Smith, K.P., Speranza, P.R., Turner, M.K., Vilela, A.E., von Gehren, P. and Wever, C. (2017) Accelerating Silphium Domestication: An Opportunity to Develop New Crop Ideotypes and Breeding Strategies Informed by Multiple Disciplines. Crop Science, 57, 1274-1284. https://doi.org/10.2135/cropsci2016.10.0834</mixed-citation></ref><ref id="scirp.92984-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">Assefa, T., Wu, J.X., Albrecht, K.A., Johnson, P.J. and Boe, A. (2015) Genetic Variation for Biomass and Related Morphological Traits in Cup Plant (Silphium perfoliatum L.). American Journal of Plant Sciences, 6, 1098-1108.  
https://doi.org/10.4236/ajps.2015.68114</mixed-citation></ref><ref id="scirp.92984-ref3"><label>3</label><mixed-citation publication-type="other" xlink:type="simple">Zilverberg, C.J., Teoh, K., Boe, A., Johnson, W.C. and Owens, V. (2016) Strategic Use of Native Species on Environmental Gradients Increases Diversity and Biomass Relative to Switchgrass Monocultures. Agiculture, Ecosystems, and Environment, 215, 110-121. https://doi.org/10.1016/j.agee.2015.09.006</mixed-citation></ref><ref id="scirp.92984-ref4"><label>4</label><mixed-citation publication-type="other" xlink:type="simple">Albrecht, K.A. and Goldstein, W. (1997) Silphium perfoliatum: A North American Prairie Plant with Potential as a Forage Crop. The XVIII International Grassland Congress, Winnipeg.</mixed-citation></ref><ref id="scirp.92984-ref5"><label>5</label><mixed-citation publication-type="other" xlink:type="simple">Hoeft, R.G., Nafziger, E.D., Johnson, R.R. and Aldrich, S.R. (2000) Modern Corn and Soybean Production. MCSP Publications, Champaign.</mixed-citation></ref><ref id="scirp.92984-ref6"><label>6</label><mixed-citation publication-type="other" xlink:type="simple">Laboski, C.A.M. and Peters, J.B. (2012) Nutrient Application Guidelines for Field, Vegetable, and Fruit Crops in Wisconsin. University of Wisconsin Extension Bulletin A2809, University of Wisconsin Cooperative Extension Service, Madison.</mixed-citation></ref><ref id="scirp.92984-ref7"><label>7</label><mixed-citation publication-type="other" xlink:type="simple">Statistix (2009) Statistix 9: Analytical Software Tallahassee, FL.</mixed-citation></ref><ref id="scirp.92984-ref8"><label>8</label><mixed-citation publication-type="other" xlink:type="simple">Wever, C., Holler M., Becker, L., Biertümpfel, A., Kohler, J., van Inghelandt, D., Westhoff, P., Pude, R. and Pestsova, E. (2019) Towards High-Biomass Yielding Bioenergy Crop Silphium perfoliatum L.: Phenotypic and Genotypic Evaluation of Five Cultivated Populations. Biomass and Bioenergy, 124, 102-113.  
https://doi.org/10.1016/j.biombioe.2019.03.016</mixed-citation></ref><ref id="scirp.92984-ref9"><label>9</label><mixed-citation publication-type="other" xlink:type="simple">Siaudinis, G., Jasinskas, A., Slepetiene, A. and Karcauskiene, D. (2012) The Evaluation of Biomass and Energy Productivity of Common Mugwort (Artemisia vulgaris L.) and Cup Plant (Silphium perfoliatum L.) in Albeluvisol. Zemdirbyste Agriculture, 99, 357-362.</mixed-citation></ref></ref-list></back></article>