settings are coupled with genotype by environmental interactions, the contrastbecomes quite hazardous.10.5 CONCLUSIONIn the end, the question, “Do wild <strong>and</strong> agricultural plants vary in their response to herbivoredamage?” is not appropriate. This question implies that (1) the differencesobserved between settings are due to plant characteristics, (2) a “typical” set of conditionsexist for either agricultural or native habitats, <strong>and</strong> (3) it ignores the fact thattesting conditions for many contrasts are different between wild progenitors <strong>and</strong> theirdomesticated counterparts. In fact, almost every variable that researchers have identifiedas an important modifier for the effects of herbivory has been altered with cropdomestication. Therefore, the answer to the first question is “Yes, but it depends,”which is a relatively unsatisfying answer.If we are interested in answering the question, “Are the observed patterns in wild<strong>and</strong> agricultural systems different?” then we will need to consider the following factors.The datasets for underst<strong>and</strong>ing the responses of agricultural plants in agriculturesettings <strong>and</strong> native plants in native habitats are well represented in the literature.Some information on native plants under agricultural settings is available from plantbreeding literature, but usually only under optimal agricultural conditions until morerecent efforts in international breeding programs. Virtually no information exists forthe fourth square in the 2 2 matrix: agricultural plants in wild habitats. Althoughstudies manipulating single variables such as water stress are extremely useful, theyare not able to simulate the conditions of a wild habitat.An alternative way to approach this contrast is “Does the contrast of wild <strong>and</strong>agricultural plants’ response to herbivory provide insights into previously unexploredareas or independent variables?” <strong>and</strong> “Does either setting provide unique opportunitiesto look at specific variable(s) <strong>and</strong> their interactions?”Underst<strong>and</strong>ing these differences is becoming more important than ever as we seethe pooling of literature across traditional boundaries between native <strong>and</strong> agriculturalhabitats increase over time. 3, 4, 174 The initial resistance to pooling of data sets 1, 4seems to have been replaced by entomologists from traditional agricultural rootssharing common interests in ecology <strong>and</strong> by ecologists looking for larger datasets <strong>and</strong>for application of their research to applied issues.If researchers are interested in the quantitative response of plants to herbivory todetermine the relative importance to plant fitness, then an unconstrained pooling ofliterature has the potential to introduce data with a systematic bias because of systemdifferences <strong>and</strong> history of selection. For example, since the negative impact of herbivoryoften is reduced when resources are not limiting (e.g., nitrogen, water, light),then agriculture with its higher inputs of nutrients <strong>and</strong> water reduced interspecificcompetition due to cultivation <strong>and</strong> herbicide use would be predicted to have less proportionalchanges. Conversely, although the data are variable, the increase in allocationreproductive structures seems to be correlated with decreased tolerance toherbivory. Thus, there are many changes associated with agricultural plants <strong>and</strong> the
associated habitats that are predicted to alter the impact of herbivory in both negative<strong>and</strong> positive directions. In addition, given the strong changes in genotype by environmentinteractions selected for both within <strong>and</strong> between species comparisons, thenthe potential for changes in plant phenotype due to domestication also alters the predictedresponses.Appropriate uses of pooled data might include looking for types of responsesto herbivory in a qualitative sense or looking for potentially novel changes. Finally,the variation in phenotypes generated by artificial selection also allows for examinationof specific plant traits that may have minimal variation for other traits (e.g., contrastsof cultivars with different allocation patterns or contrasts of determinate <strong>and</strong>indeterminate phenotypes). Similarly, environmental conditions can be modifiedwith precision while maintaining uniformity of other factors such as soil type, waterstress levels, <strong>and</strong> topography. Therefore, the pooling of literature remains a richresource for developing <strong>and</strong> addressing particular questions while also potentiallygenerating erroneous patterns by inclusion of the systematic biases across literaturebases.Within agricultural studies, correlates among general vigor, inter- <strong>and</strong> intraspecificcompensatory growth, compensatory gas exchange responses, mechanicalstrength of various plant tissues, differential allocation patterns, <strong>and</strong> plant tolerancehave been observed. 175 Whereas many crop breeding programs have successfullyenhanced or incorporated resistant traits into modern cultivars, 55–57 it has been suggestedthat incorporation of many traits is hindered by difficulties of separating positiveresistant traits from associated negative agronomic traits. 176REFERENCES1. Kogan, M., Plant defense strategies <strong>and</strong> host-plant resistance, in Ecological Theory <strong>and</strong>Integrated Pest Management, Kogan, M., Ed., John Wiley & Sons, New York, 1986, 83.2. Fritz, R. S., <strong>and</strong> Simms, E. L., Ecological genetics of plant-phytophage interactions, inPlant Resistance to Herbivores <strong>and</strong> Pathogens: Ecology, Evolution <strong>and</strong> Genetics, Fritz,R. S., <strong>and</strong> Simms, E. L., Eds., University of Chicago Press, Chicago, 1992, 1.3. Herms, D. A., <strong>and</strong> Mattson, W. J., The dilemma of plants: to grow or defend, Q. Rev.Biol., 67, 283, 1992.4. Trumble, J. T., Kolodny-Hirsch, D. M., <strong>and</strong> Ting, I. P., Plant compensation for arthropodherbivory, in Annual Review of Entomology, Mittler, T. E., Radovsky, F. J., <strong>and</strong> Resh, V.H., Eds., Annual Reviews, Palo Alto, CA, 1993, 93.5. Welter, S. C., Arthropod impact on plant gas exchange, in Plant-insect Interactions,Bernays, E. A., Ed., CRC Press, Boca Raton, 1989, 135.6. Baldwin, I. T., <strong>and</strong> Preston, C. A., The eco-physiological complexity of plant responsesto insect herbivores Planta, 208, 137, 1999.7. Stowe, K. A., Marquis, R. J., Hochwender, C. G., <strong>and</strong> Simms, E. L., The evolutionaryecology of tolerance to consumer damage Annu. Rev. Ecol. Syst., 75, in press.8. Strauss, S. Y., Levels of herbivory <strong>and</strong> parasitism in host hybrid zones Trends Ecol. Evol.,9, 209, 1994.9. Strauss, S. Y., Siemes, D. H., Decher, M. B., <strong>and</strong> Mitchell-Olds, T., Ecological costs ofplant resistance to herbivores in the currency of pollination Evolution, 53, 1105, 1999.
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Biotic Stressand Yield Loss
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Library of Congress Cataloging-in-P
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PrefaceThe idea for this book came
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EditorsRobert K. D. Peterson, Ph.D.
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ContentsChapter 1Illuminating the B
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1Illuminating the Black Box:The Rel
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increase plant tolerance, through p
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the action of a stressor on a plant
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The magnitude and duration of injur
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Plant part injuredrefers to the pla
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cific competition, while agricultur
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2Yield Loss and PestManagementLeon
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direct relationships between the ac
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In keeping with the theme of this b
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egressions. Actually, the title “
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REFERENCES1. Teng, P. S., Crop Loss
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3Techniques for EvaluatingYield Los
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number of species and stage of cutw
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especially if buried in soil, can d
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elationships for some pests. When m
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injury can be precisely controlled
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day. 81, 99 However, except for an
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the literature most likely are actu
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20. Ba-Angood, S. A., and Stewart,
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60. Stewart, J. G., McRae, K. B., a
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99. Shields, E. J., and Wyman, J. A
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4.3.3.1.3 Third generation European
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ing on the developmental stage at t
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4.2.2.1.2 Temperature stressPlant s
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chronic injury. Acute injury result
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ows, roadsides, or small grain fiel
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numbers are present. Stink bugs, Eu
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Oligonychus pratensis, feed on corn
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ECB2. 224.3.3.1.4 The impacts of Eu
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stalk borer, Papaipema nebris, is a
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period prolonged with sufficient co
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Arthropod injuries to developing ea
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esponses to herbivory have been obs
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Midwest, Purdue University CES and
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59. Bailey, W. C., and Pedigo, L. P
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5Phenological Disruptionand Yield L
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ity by animal consumers is the agro
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ously, structural components (e.g.,
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FIGURE 5.2 Generalized alfalfa grow
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601, 1972.9. Gordon, C. H., Derbysh
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do we know about how biotic stresso
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ing both large and small leaf veins
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population. Whole plants may respon
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temporally and spatially, are more
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some systems have allowed for a tra
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injury guilds would center on the f
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apple leaves, HortScience, 19, 815,
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7The Influence of Cultivarand Plant
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unit ground area, and it indicates
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without considering plant architect
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photosynthesis. Regardless of the n
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light interception. 45 Skeletonizin
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Light interception, which intrinsic
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var. Consequently, use of a single
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19. Jarosik, V., Phytoseiulus persi
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62. Caviness, C. E., Registration o
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8Drought Stress, Insects,and Yield
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humidity. Because the relative humi
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temperature and precipitation. Prop
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compared to well watered soybeans.
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- Page 152 and 153: compensatory response. Also, more v
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- Page 162 and 163: de Entomol., 38, 421, 1994.32. Kare
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- Page 168 and 169: 10Stephen C. WelterCONTENTSContrast
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- Page 184 and 185: 10. Kennedy, G. G., and Barbour, J.
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samples per field. Thomas 85 sugges
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external factors such as annual wea
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38. Boznic, A. C., and Swanton, C.
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weeds, Weed Sci., 44, 856, 1996.79.
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competition and weed management. 3-
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per unit biomass (1/W i)(dW i/dt) o
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of light interception). Algorithms
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where G a,iis the water limited pla
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13.4 COMPETITION FOR SOIL NITROGENA
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As with soil water, Equations 13.10
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partitioning of nitrogen to leaves.
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and stems to optimize photosyntheti
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influence of enhanced UV-B conditio
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Systems Approaches at the Field Lev