Source: UNIV OF WISCONSIN submitted to NRP
FACTORS DRIVING ADAPTATION TO INSECTICIDES IN AGRICULTURAL LANDSCAPES
Sponsoring Institution
National Institute of Food and Agriculture
Project Status
COMPLETE
Funding Source
Reporting Frequency
Annual
Accession No.
1015425
Grant No.
2018-67011-28058
Cumulative Award Amt.
$43,739.00
Proposal No.
2017-07218
Multistate No.
(N/A)
Project Start Date
Apr 15, 2018
Project End Date
Apr 14, 2020
Grant Year
2018
Program Code
[A7101]- AFRI Predoctoral Fellowships
Recipient Organization
UNIV OF WISCONSIN
21 N PARK ST STE 6401
MADISON,WI 53715-1218
Performing Department
Forest & Wildlife Ecology
Non Technical Summary
The Colorado potato beetle is one of the most important pests of the $3.8 billion United States potato industry, and has become a posterchild of rapid evolution of resistance to insecticides. In many parts of the USA, protecting potato crops from Colorado potato beetle requires a rigorous insecticide spray program, often requiring multiple insecticide applications per field, per year. However, in some regions, including the Pacific Northwest, where 50% of USA potatoes are grown, resistance to insecticides is not widespread, and Colorado potato beetle populations can be effectively managed with one at-planting application. What could account for such disparate pest management outcomes, and can we learn from this situation to slow resistance evolution in other populations?This proposal aims to determine why some populations of a notoriously adaptive pest have not become highly resistant to insecticides, by testing the importance of four factors that could be driving (or mitigating) evolution of insecticide resistance: 1) pest genetic variability, 2) permeability of the landscape to beetle migration, 3) regional patterns of insecticide use, and 4) suitability of local climate for beetle survival. Major actionable outcomes relevant to potato producers will be recommendations for how to leverage crop rotation to minimize Colorado potato beetle migration, and justification for diversifying management practices. Ultimately, this research will contribute to the successful management of a major potato pest, and improved land use and pest management practices that reduce the economic and environmental burden of insecticide use.
Animal Health Component
0%
Research Effort Categories
Basic
100%
Applied
0%
Developmental
0%
Classification

Knowledge Area (KA)Subject of Investigation (SOI)Field of Science (FOS)Percent
2111310108025%
2111310113025%
2111310102025%
2111310107025%
Goals / Objectives
The overarching goal of this research proposal is to determine why some populations of a notoriously adaptive pest have not become highly resistant to insecticides. Project results could be applied to slow resistance evolution in other populations, and perhaps be useful in designing new management practices for Colorado potato beetle, in addition to other insect pests.This proposal aims to deliver two actionable outcomes for growers:New knowledge about how marginal agricultural habitat and crops used in rotation with potato influence genetic similarity (via gene flow) among Colorado potato beetle populations, which could be used to modify farm land cover to maximize isolating effects of the agricultural landscape.Evidence linking the intensity of insecticide-based management practices and underlying pest genetic variability with expected levels of insecticide resistance evolution. Many growers understand this in theory, but need to see hard evidence to be convinced of the potential benefits of diversifying pest management.Colorado potato beetle is among the most adaptive agricultural insect pests, particularly with regard to insecticide resistance. However, susceptibility to insecticides has been maintained in some populations; most notably, in the Pacific Northwest, where roughly 50% of USA potatoes are grown. Despite a wealth of agricultural entomology literature aimed at enhancing pest managers' understanding of individual- and population-level mechanisms of insecticide resistance, previous research is limited in geographic and genomic scope, and does not address the underlying factors driving adaptation to insecticidesThrough a novel integration of approaches from the fields of population genomics, landscape ecology, and economic entomology, I propose to test the importance of 1) pest genetic variability, 2) landscape composition and configuration, 3) insecticide regimes, and 4) climate in driving local and regional variation in adaptation to insecticides in the Colorado potato beetle, Leptinotarsa decemlineata (Say).Objective 1.Quantify underlying genetic variability, or standing genetic variation, among L. decemlineata populations in the Midwest and Pacific Northwest.I expect to find reduced nucleotide diversity in pesticide resistance genes among L. decemlineata in the Pacific Northwest, associated with reduced capacity to evolve insecticide resistance. An alternative finding might be that nucleotide diversity is maintained in resistance genes; if I observe this pattern, I would conclude that levels of standing genetic variation have not played a significant role in differential insecticide resistance evolution between regions.Objective 2.Compare landscape composition and configuration in the Midwest and Pacific Northwest, by quantifying a) the effect of land cover types on gene flow among L. decemlineata populations, and b) differences in connectivity among potato fields over space and time.This research will identify landscape features that reduce gene flow among Colorado potato beetle populations. This knowledge could motivate the modification of marginal agricultural habitat or the spatial configuration and temporal sequence of crops rotated with potato. For example, I might find evidence that grain crops impede gene flow, and would then recommend grains be rotated with potato such that resistance to gene flow is maximized from year to year. As another example, I might find that forest does not present a barrier to gene flow, and would encourage growers to increase distances among potato crops otherwise considered "isolated" by forest.Objective 3.Measure within- and between-region variation in the intensity and diversity of insecticide applications to potato in the Midwest and Pacific Northwest.This research will quantify differences in insecticide use (diversity, frequency, spatial patterns) in the Columbia Basin of Oregon and Washington, and Central Sands of Wisconsin. Anecdotal evidence suggests growers in the Columbia Basin are more judicious in their insecticide use (personal communications), but no one has quantitatively tested this with field-level data. If the difference in insecticide resistance evolution between regions can be logically related to differences in management practices, Midwestern and Eastern potato producers could benefit from the management model of the Northwest. However, if management practices do not differ substantially, it will be important to continue reinforcing insecticide resistance management principles in the Northwest (an ongoing endeavor for extension entomologists), as the onset of insecticide resistance may be delayed further by wise stewardship.Objective 4.Evaluate the role climate in reducing L. decemlineata population size in the Pacific Northwest, but assessing evidence for physiological adaptation to low humidity.This research will evaluate whether the climate in Pacific Northwest potato-producing regions reduces Colorado potato beetle population sizes, thus working against selection for resistance to insecticides by increasing the relative strength of genetic drift. Differences in water loss under desiccating conditions will provide evidence for whether climate in the Pacific Northwest influences the adaptive potential of L. decemlineata. Numerous personal communications with Pacific Northwestern potato producers revealed a common perception that climate plays a significant role in pest management outcomes. This research will provide evidence relevant to that perception.
Project Methods
Scientific methods:This research represents a novel integration of approaches from the fields of population genomics, landscape ecology, and economic entomology for the study of adaptation in an agricultural insect pest. Notably, the genetic methods utilized in this study have yet to become widely applied to agricultural insect pests. Specifically, this research will:Quantify genetic diversity and differentiation from genome-wide single nucleotide polymorphism and whole-genome resequencing datasets.Produce cover-specific maps of landscape resistance to Colorado potato beetle gene flow, and test for an effect of landscape resistance on genetic differentiation, while controlling for geographic distance, using a Bayesian modeling framework.Combine field-explicit grower insecticide application reports with USDA-NASS Agricultural Chemical Use Program survey data to evaluate regional differences in the intensity, diversity, and spatial pattern of insecticide regimes in potato.Use physiology experiments to test for evidence of adaptation to desiccating conditions in the semi-arid potato producing region, the Columbia Basin of Oregon and Washington.Efforts:Efforts that will be used to cause a change in knowledge, actions, and conditions of the target audience include:Publication of research findings in peer-reviewed journals.Presentation of research findings in grower and entomology conferences, and agricultural research station field days.Personal communications and sharing of tailored reports to cooperating growers.Evaluation:Evaluation of the quality of scientific evidence produced by this project will be done by the primary mentor and PhD advisory committee, through regular meetings and two formal meetings within the duration of this project. Evidence of success will be acceptance of research findings in peer-reviewed journals and graduation of the PD.The impact of this research on entomologists working on agricultural pests will be evaluated through the number of downloads of resulting publications on ResearchGate, and could be assessed in the future based on numbers of citations in other peer-reviewed publications.Evaluation of impact on potato growers will occur informally through personal correspondences with cooperating growers (emails, phone conversations, meetings at grower conferences and field days). Impacts could be formally assessed in the future by issuing surveys to growers and extension agents; survey participation could be enhanced by conducting them in grower/extension conferences, or by providing monetary or Certified Crop Advisor credit incentives. Specific impacts (e.g. on crop rotation schemes) could also be quantitatively assessed by analyzing the composition and configuration of agricultural habitat and crop rotation schemes using USDA-NASS Cropland Data Layer (i.e. applying methods used in this project to future land cover datasets) maps produced between 2018-2028.

Progress 04/15/18 to 04/14/20

Outputs
Target Audience:The target audience reached by my efforts during this reporting period included: 1) potato growers and pest management professionals in Northwestern and Midwestern USA, 2) cooperative Extension agents and research entomologists throughout the USA, and 3) high school, undergraduate, and graduate students, and post-docs, including those from underrepresented groups in the USA. • Extension: Our support of potato growers and pest management professionals involved personal farm visits, speaking at extension/grower conferences, and reporting to cooperating grower associations. We communicated with the Wisconsin Potato and Vegetable Growers about our research at their annual Research Conference in August 2018. • Research: We continue to engage with the community of researchers investigating insect pest evolution, and have communicated research findings through regular meetings with collaborators in Vermont and Maryland, and through the Entomological Society of America annual meeting. Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided?The project has provided training and professional development opportunities for Dr. Michael Crossley (Ph.D. 2019). Michael attended conferences to present his research on this project (see below), and has since moved to a postdoctoral position at the University of Georgia. During the project, the fellow mentored two high school students, three undergraduate students, and one graduate student in laboratory techniques, data analysis methods, and broadly engaging in the process of science. The fellow took a course called "The International Agricultural Economy", increasing his proficiency in linking crop protection actions with economic drivers and consequences. The fellow also completed a WISCIENCE Scientific Teaching Fellowship, which provided the opportunity to design and teach a course geared toward 1st-year students considering majoring in biology, and enrolling a large number of students from underrepresented groups and 1st-generation college students. The fellow traveled and presented research findings at scientific meetings (Entomological Society of America meeting in Vancouver, BC, Canada, and the University of Wisconsin Extension and Wisconsin Potato and Vegetable Growers Association conference in Stevens Point, WI), and lead a collaborative effort to publish a manuscript in a scientific journal based on the findings of this project. How have the results been disseminated to communities of interest?We communicated with the Wisconsin Potato and Vegetable Growers about our research at their annual Research Conference in August 2018. Michael Crossley presented the results of his research at the Entomological Society of America annual meeting in November, 2019, in Vancouver, Canada. We published three peer-reviewed papers and have one book chapter accepted, as well as one book chapter that is in revision. -Dively, G.P., M.S. Crossley, S.D. Schoville, N. Steinhauer, N., and D. J. Hawthorne.2020. Regional differences in gene regulation may underlie patterns of sensitivity to novel insecticides in Leptinotarsa decemlineata. Pest Management Science -Crossley, M.S., S. Rondon, and S.D. Schoville. 2019. Effects of contemporary agricultural land cover on Colorado potato beetle genetic differentiation in the Columbia Basin and Central Sands. Ecology and Evolution 9(16):9385-9394. -Crossley, M., S.I. Rondon, and S.D. Schoville. 2019. Patterns of genetic differentiation in Colorado potato beetle correlate with contemporary, not historic, potato land cover. Evolutionary Applications 12: 804-814. -Accepted, 2020: Crossley, M.S., Z. Cohen*, B. Pélissié*, S. Rondon, Y. Chen, A. Alyokhin, D. Hawthorne, and S.D. Schoville. "Limiting a superpest: Ecological and evolutionary factors mitigating Colorado potato beetle (Coleoptera: Chrysomelidae) adaptation to insecticides." In: A. Alyokhin, editor. Insect Pests of Potato, 2nd ed. -In Revision, 2020. Schoville, S.D., Z. Cohen, and M.S. Crossley. Population genomic insights into insecticide resistance in the Colorado potato beetle. In: J. Dupuis and O. Rajora, editors. Population Genomics: Insects What do you plan to do during the next reporting period to accomplish the goals? Nothing Reported

Impacts
What was accomplished under these goals? This project improved potato producers' and pest management scientists' knowledge about the causes of insecticide resistance in Colorado potato beetle, a major pest of potatoes worldwide. The project generated direct collaboration among two land grant universities (Oregon State University, University of Wisconsin) and over 10 commercial potato producers in Oregon, Washington, and Wisconsin, where a combined total of approximately 272,000 acres of potatoes are grown, at a value of $1.3 billion. Actions that could emerge from this project include modifications of crop rotation schemes, insecticide use, and management of marginal crop land, all of which can improve crop production efficiency and environmental health. In addition to knowledge gained, research activities initiated during this project enabled the hands-on training of two high school students, three undergraduate students, and one graduate student, and learner-centered teaching of 100 first-year undergraduate students, including members of underrepresented groups in biological sciences and the US and first-generation college students. Finally, funding for this project enabled completion of the USDA-NIFA fellow's PhD, and the addition of one skilled and passionate agricultural pest management professional to the US workforce. Five publications were generated as a result of this fellowship. Objective 1. Quantify underlying genetic variability, or standing genetic variation, among L. decemlineata populations in the Midwest and Pacific Northwest. I compared DNA sequence variation among Colorado potato beetles in Northwestern and Midwestern USA, to test if the maintenance of susceptibility to insecticides in Northwestern populations could be due to reduced genetic variation (and potential to adapt). I found that levels of genome-wide genetic diversity were indeed lower (by 25%), but that specific genes known to be involved in insecticide resistance exhibited similar levels of diversity. These findings suggest that Colorado potato beetles in the Northwest possess the genetic variation needed to adapt to insecticides, and that Northwestern potato growers should strongly consider reducing insecticide use in potato to avoid generating severe insecticide resistance issues in Colorado potato beetle akin to what is encountered by Midwestern and Eastern potato growers. Objective 2. Compare landscape composition and configuration in the Midwest and Pacific Northwest, by quantifying a) the effect of land cover types on gene flow among L. decemlineata populations, and b) differences in connectivity among potato fields over space and time. I compared landscape composition and configuration in the Northwest and Midwest, and found that crop rotation schemes in both regions resulted in similar levels of potential connectivity for Colorado potato beetle populations (fields were rotated on average < 1 km away from the previous year's potato). However, I found a greater effect of non-potato land cover on genetic connectivity in the Northwest than Midwest, likely due to the absence of forest cover (which can enhance winter survival) in Northwestern agricultural landscapes. An important implication of this result for potato growers is that forested field margins should no longer be considered a barrier to Colorado potato beetle dispersal; if anything, they should be seen as a feature of the landscape that enhances connectivity. Objective 3. Measure within- and between-region variation in the intensity and diversity of insecticide applications to potato in the Midwest and Pacific Northwest. I assessed the level of variation on a farm-to-farm basis of insecticide management intensity by comparing the frequency and composition of insecticide sprays among cooperating growers in Wisconsin and Oregon. I also compared statewide trends over the last two decades using USDA-NASS Chemical Survey data. I found significant variation in insecticide management strategies among farms, but similarly high insecticide coverage of potato crops at the state-level. This result suggests that the reduced evolution of insecticide resistance among Colorado potato beetle populations in the Northwest is unlikely due to reduced insecticide use. When combined with results from Objective 1, results underscore the need for a change in management practices in the Northwest if resistance problems are to be avoided in the future. Objective 4. Evaluate the role climate in reducing L. decemlineata population size in the Pacific Northwest, but assessing evidence for physiological adaptation to low humidity. I used data from weather station networks and in-field weather-monitoring stations to quantify regional differences in climate, and found that the Northwestern climate is significantly drier than the Midwest, whereas temperature did not differ in a biologically meaningful way. I conducted an experiment to measure the effect of dry climate on water loss rates in Colorado potato beetle, and found that Colorado potato beetles possess mechanisms of reducing water loss, and that Northwestern beetles are more adept and regulating water loss than Midwestern beetles. These results suggest that climate could be an important factor limiting Colorado potato beetle populations in the Northwest, but that these effects need to be precisely quantified due to the potential for improved water balance among Northwestern populations.

Publications

  • Type: Theses/Dissertations Status: Published Year Published: 2019 Citation: Crossley, M.S. 2019. Colorado potato beetle adaptation to changing agricultural landscapes and management practices. Ph.D. Dissertation, University of Wisconsin-Madison.
  • Type: Journal Articles Status: Published Year Published: 2020 Citation: Dively, G.P., M.S. Crossley, S.D. Schoville, N. Steinhauer, N., and D. J. Hawthorne.2020. Regional differences in gene regulation may underlie patterns of sensitivity to novel insecticides in Leptinotarsa decemlineata. Pest Management Science.
  • Type: Journal Articles Status: Published Year Published: 2019 Citation: Crossley, M.S., S. Rondon, and S.D. Schoville. 2019. Effects of contemporary agricultural land cover on Colorado potato beetle genetic differentiation in the Columbia Basin and Central Sands. Ecology and Evolution 9(16):9385-9394.
  • Type: Journal Articles Status: Published Year Published: 2019 Citation: Crossley, M., S.I. Rondon, and S.D. Schoville. 2019. Patterns of genetic differentiation in Colorado potato beetle correlate with contemporary, not historic, potato land cover. Evolutionary Applications 12: 804-814.
  • Type: Book Chapters Status: Accepted Year Published: 2020 Citation: Accepted, 2020: Crossley, M.S., Z. Cohen*, B. P�lissi�*, S. Rondon, Y. Chen, A. Alyokhin, D. Hawthorne, and S.D. Schoville. Limiting a superpest: Ecological and evolutionary factors mitigating Colorado potato beetle (Coleoptera: Chrysomelidae) adaptation to insecticides. In: A. Alyokhin, editor. Insect Pests of Potato, 2nd ed.
  • Type: Book Chapters Status: Other Year Published: 2020 Citation: In Revision, 2020. Schoville, S.D., Z. Cohen, and M.S. Crossley. Population genomic insights into insecticide resistance in the Colorado potato beetle. In: J. Dupuis and O. Rajora, editors. Population Genomics: Insects


Progress 04/15/18 to 04/14/19

Outputs
Target Audience: Nothing Reported Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided?During the project, the fellow mentored two high school students, three undergraduate students, and one graduate student in laboratory techniques, data analysis methods, and broadly engaging in the process of science. The fellow took a course called "The International Agricultural Economy", increasing his proficiency in linking crop protection actions with economic drivers and consequences. The fellow also completed a WISCIENCE Scientific Teaching Fellowship, which provided the opportunity to design and teach a course geared toward 1st-year students considering majoring in biology, and enrolling a large number of students from underrepresented groups and 1st-generation college students. The fellow traveled and presented research findings at scientific meetings (Entomological Society of America meeting in Vancouver, BC, Canada, and the University of Wisconsin Extension and Wisconsin Potato and Vegetable Growers Association conference in Stevens Point, WI), and lead a collaborative effort to publish a manuscript in a scientific journal based on the findings of this project. How have the results been disseminated to communities of interest?Results from this project have been communicated with growers through in-person meetings and a presentation at an Extension-grower conference. Results have been communicated to entomologists and pest management professionals through peer-reviewed publications in scientific journals and a presentation at the annual Entomological Society of America meeting. What do you plan to do during the next reporting period to accomplish the goals?We have requested an extension. Work that remains is to complete the publication and continue presenting findings at potato grower and entomology conferences.

Impacts
What was accomplished under these goals? This project improved potato producers' and pest management scientists' knowledge about the causes of insecticide resistance in Colorado potato beetle, a major pest of potatoes worldwide. The project generated direct collaboration among two land grant universities (Oregon State University, University of Wisconsin) and over 10 commercial potato producers in Oregon, Washington, and Wisconsin, where a combined total of approximately 272,000 acres of potatoes are grown, at a value of $1.3 billion. Actions that could emerge from this project include modifications of crop rotation schemes, insecticide use, and management of marginal crop land, all of which can improve crop production efficiency and environmental health. In addition to knowledge gained, research activities initiated during this project enabled the hands-on training of two high school students, three undergraduate students, and one graduate student, and learner-centered teaching of 100 first-year undergraduate students,including members of underrepresented groups in biological sciences and the US and first-generation college students. Finally, funding for this project enabled completion of the USDA-NIFA fellow's PhD, and the addition of one skilled and passionate agricultural pest management professional to the US workforce. Objective 1. I compared DNA sequence variation among Colorado potato beetles in Northwestern and Midwestern USA, to test if the maintenance of susceptibility to insecticides in Northwestern populations could be due to reduced genetic variation (and potential to adapt). I found that levels of genome-wide genetic diversity were indeed lower (by 25%), but that specific genes known to be involved in insecticide resistance exhibited similar levels of diversity. These findings suggest that Colorado potato beetles in the Northwest possess the genetic variation needed to adapt to insecticides, and that Northwestern potato growers should strongly consider reducing insecticide use in potato to avoid generating severe insecticide resistance issues in Colorado potato beetle akin to what is encountered by Midwestern and Eastern potato growers. Objective 2. I compared landscape composition and configuration in the Northwest and Midwest, and found that crop rotation schemes in both regions resulted in similar levels of potential connectivity for Colorado potato beetle populations (fields were rotated on average < 1 km away from the previous year's potato). However, I found a greater effect of non-potato land cover on genetic connectivity in the Northwest than Midwest, likely due to the absence of forest cover (which can enhance winter survival) in Northwestern agricultural landscapes. An important implication of this result for potato growers is that forested field margins should no longer be considered a barrier to Colorado potato beetle dispersal; if anything, they should be seen as a feature of the landscape that enhances connectivity. Objective 3. I assessed the level of variation on a farm-to-farm basis of insecticide management intensity by comparing the frequency and composition of insecticide sprays among cooperating growers in Wisconsin and Oregon. I also compared statewide trends over the last two decades using USDA-NASS Chemical Survey data. I found significant variation in insecticide management strategies among farms, but similarly high insecticide coverage of potato crops at the state-level. This result suggests that the reduced evolution of insecticide resistance among Colorado potato beetle populations in the Northwest is unlikely due to reduced insecticide use. When combined with results from Objective 1, results underscore the need for a change in management practices in the Northwest if resistance problems are to be avoided in the future. Objective 4. I used data from weather station networks and in-field weather-monitoring stations to quantify regional differences in climate, and found that the Northwestern climate is significantly drier than the Midwest, whereas temperature did not differ in a biologically meaningful way. I conducted an experiment to measure the effect of dry climate on water loss rates in Colorado potato beetle, and found that Colorado potato beetles possess mechanisms of reducing water loss, and that Northwestern beetles are more adept at regulating water loss than Midwestern beetles. These results suggest that climate could be an important factor limiting Colorado potato beetle populations in the Northwest, but that these effects need to be precisely quantified due to the potential for improved water balance among Northwestern populations.

Publications

  • Type: Conference Papers and Presentations Status: Other Year Published: 2018 Citation: Crossley, M.S., Cohen, Z., Pelissie, B., Rondon, S.I., Hawthorne, D.J., Chen, Y.H., Alyokhin, A., and Schoville, S.D. 2018. When a superpest fails: Ecological and evolutionary factors mitigating Colorado potato beetle adaptation to insecticides. Entomological Society of America Annual Meeting, Vancouver, BC, Canada.
  • Type: Conference Papers and Presentations Status: Other Year Published: 2019 Citation: Crossley, M.S. and Schoville, S.D. 2019. The role of nightshades and natural enemies in Colorado potato beetle management. University of Wisconsin Extension and Wisconsin Potato and Vegetable Growers Association annual conference, Stevens Point, WI.
  • Type: Journal Articles Status: Published Year Published: 2019 Citation: Crossley, M.S., S.I. Rondon, S.D. Schoville. 2019. Patterns of genetic differentiation in Colorado potato beetle correlate with contemporary, not historic, potato land cover. Evolutionary Applications 12:804-814. https://doi.org/10.1111/eva.12757
  • Type: Journal Articles Status: Under Review Year Published: 2019 Citation: Crossley, M.S., S.I. Rondon, S.D. Schoville. Effects of contemporary agricultural land cover on Colorado potato beetle genetic differentiation in the Columbia Basin and Central Sands. Ecology and Evolution (in review).
  • Type: Journal Articles Status: Other Year Published: 2019 Citation: Crossley, M.S., B. P�lissi�, Z. Cohen, S.I. Rondon, D. Hawthorne, Y.H. Chen, A. Alyokhin, S.D. Schoville. Limiting a superpest: Ecological and evolutionary factors mitigating Colorado potato beetle adaptation to insecticides. (in preparation to become a chapter in the 2nd edition of "Insect Pests of Potato").
  • Type: Journal Articles Status: Accepted Year Published: 2019 Citation: Crossley, M.S., Rondon, S.I., and Schoville, S.D. 2019. Patterns of genetic differentiation in Colorado potato beetle correlate with contemporary, not historic, potato land cover. Evolutionary Applications (Accepted)
  • Type: Journal Articles Status: Under Review Year Published: 2019 Citation: Crossley, M.S., Cohen, Z., Pelissie, B., Rondon, S.I., Hawthorne, D.J., Chen, Y.H., Alyokhin, A., and Schoville, S.D. 2019. When a superpest fails: Ecological and evolutionary factors mitigating Colorado potato beetle adaptation to insecticides. Annals of the Entomological Society of America. (In Review)