ACS Publications. Most Trusted. Most Cited. Most Read
My Activity
CONTENT TYPES

Figure 1Loading Img
RETURN TO ISSUEPREVAnthropogenic Impact...Anthropogenic Impacts on the AtmosphereNEXT

Economic Dependence and Vulnerability of United States Agricultural Sector on Insect-Mediated Pollination Service

  • Alex Jordan
    Alex Jordan
    Civil and Environmental Engineering, University of Pittsburgh, Pittsburgh, Pennsylvania 15213, United States
    More by Alex Jordan
  • Harland M. Patch
    Harland M. Patch
    Department of Entomology, Center for Pollinator Research, Huck Institutes of the Life Sciences, Pennsylvania State University, University Park, Pennsylvania 16802, United States
  • Christina M. Grozinger
    Christina M. Grozinger
    Department of Entomology, Center for Pollinator Research, Huck Institutes of the Life Sciences, Pennsylvania State University, University Park, Pennsylvania 16802, United States
  • , and 
  • Vikas Khanna*
    Vikas Khanna
    Civil and Environmental Engineering, University of Pittsburgh, Pittsburgh, Pennsylvania 15213, United States
    Chemical and Petroleum Engineering, University of Pittsburgh, Pittsburgh, Pennsylvania 15213, United States
    *Email: [email protected]
    More by Vikas Khanna
Cite this: Environ. Sci. Technol. 2021, 55, 4, 2243–2253
Publication Date (Web):January 26, 2021
https://doi.org/10.1021/acs.est.0c04786
Copyright © 2021 American Chemical Society

    Article Views

    3233

    Altmetric

    -

    Citations

    49
    LEARN ABOUT THESE METRICS
    Other access options
    Supporting Info (2)»

    Abstract

    Abstract Image

    Deficits in insect-mediated pollination service undermine ecosystem biodiversity and function, human nutrition, and economic welfare. Global pollinator supply continues to decline, while production of pollination-dependent crops increases. Using publicly available price and production data and existing pollination field studies, we quantify economic dependence of United States crops on insect-mediated pollination service at the county level and update existing coefficients of insect dependence of sample crops when possible. Economic value dependent on pollination service totals 34.0 billion USD in 2012. Twenty percent of US counties produce 80% of total economic value attributable to insect pollinators. We compile county-level data and consider the spatial relationship between economic value dependent on insect-mediated pollination, region-specific forage suitability, and crop-specific agricultural areas within US landscapes. We identify vulnerable, highly dependent areas where habitat for wild pollinators has been reduced. These results can help inform future efforts to conserve and bolster managed and wild pollinator populations to ensure sustainable production of key agricultural crops.

    Read this article

    To access this article, please review the available access options below.

    Get instant access

    Purchase Access

    Read this article for 48 hours. Check out below using your ACS ID or as a guest.

    Recommended

    Access through Your Institution

    You may have access to this article through your institution.

    Your institution does not have access to this content. You can change your affiliated institution below.

    Supporting Information

    ARTICLE SECTIONS
    Jump To

    The Supporting Information is available free of charge at https://pubs.acs.org/doi/10.1021/acs.est.0c04786.

    • Crop selection, dependence coefficients, pollination value, spatial analysis, economic details, and bee abundance (PDF)

    • Relative wild bee abundance given by the model developed by Lonsdorf et al, 2015 for each pixel of the contiguous US averaged for each county (XLSX)

    Terms & Conditions

    Electronic Supporting Information files are available without a subscription to ACS Web Editions. The American Chemical Society holds a copyright ownership interest in any copyrightable Supporting Information. Files available from the ACS website may be downloaded for personal use only. Users are not otherwise permitted to reproduce, republish, redistribute, or sell any Supporting Information from the ACS website, either in whole or in part, in either machine-readable form or any other form without permission from the American Chemical Society. For permission to reproduce, republish and redistribute this material, requesters must process their own requests via the RightsLink permission system. Information about how to use the RightsLink permission system can be found at http://pubs.acs.org/page/copyright/permissions.html.

    Cited By

    This article is cited by 49 publications.

    1. Frank B Green, Eric M Peterson, Amanda D Emert, Seenivasan Subbiah, Philip N Smith. Bee Pollinator Mortality Due to Pesticide-Laden Particulate Matter from Beef Cattle Feedyards. Environmental Science & Technology 2023, 57 (40) , 14839-14848. https://doi.org/10.1021/acs.est.3c03135
    2. Michelle L. Hladik, Johanna M. Kraus, Cassandra D. Smith, Mark Vandever, Dana W. Kolpin, Carrie E. Givens, Kelly L. Smalling. Wild Bee Exposure to Pesticides in Conservation Grasslands Increases along an Agricultural Gradient: A Tale of Two Sample Types. Environmental Science & Technology 2023, 57 (1) , 321-330. https://doi.org/10.1021/acs.est.2c07195
    3. Yumeng Li, Long Chen, Sai Liang, Haifeng Zhou, Yu-Rong Liu, Huan Zhong, Zhifeng Yang. Looping Mercury Cycle in Global Environmental–Economic System Modeling. Environmental Science & Technology 2022, 56 (5) , 2861-2879. https://doi.org/10.1021/acs.est.1c03936
    4. Pedro J. Bergamo, Marina Wolowski, Leandro R. Tambosi, Edenise Garcia, Kayna Agostini, Lucas A. Garibaldi, Tiffany M. Knight, Eimear Nic Lughadha, Paulo E. A. M. Oliveira, Marcia C. M. Marques, Pietro K. Maruyama, Márcia M. Maués, Alberto K. Oppata, André R. Rech, Antônio M. Saraiva, Felipe D. S. Silva, Gizele Sousa, Rodrigo Y. Tsukahara, Isabela G. Varassin, Blandina F. Viana, Leandro Freitas. Areas Requiring Restoration Efforts are a Complementary Opportunity to Support the Demand for Pollination Services in Brazil. Environmental Science & Technology 2021, 55 (17) , 12043-12053. https://doi.org/10.1021/acs.est.1c02546
    5. Nicole E. Miller-Struttmann. Climate change predicted to exacerbate declines in bee populations. Nature 2024, 628 (8007) , 270-271. https://doi.org/10.1038/d41586-024-00681-w
    6. Melanie R. Kazenel, Karen W. Wright, Terry Griswold, Kenneth D. Whitney, Jennifer A. Rudgers. Heat and desiccation tolerances predict bee abundance under climate change. Nature 2024, 628 (8007) , 342-348. https://doi.org/10.1038/s41586-024-07241-2
    7. Pablo Andrés Grimaldi, Ana Haydee Ladio, Carolina Laura Morales. Contribution of pollinators to production and reproduction of neglected and underutilized food species in family farming systems in Patagonia. Agroecology and Sustainable Food Systems 2024, 48 (3) , 357-381. https://doi.org/10.1080/21683565.2023.2295862
    8. Eric V. Lonsdorf, Maj Rundlöf, Charlie C. Nicholson, Neal M. Williams. A spatially explicit model of landscape pesticide exposure to bees: Development, exploration, and evaluation. Science of The Total Environment 2024, 908 , 168146. https://doi.org/10.1016/j.scitotenv.2023.168146
    9. Erwan Saouter, Thomas Gibon. A World Full of Energy. 2024, 1-29. https://doi.org/10.1007/978-3-031-51332-9_1
    10. Rogan Tokach, Autumn Smart, Judy Wu-Smart. Re-using food resources from failed honey bee (Apis mellifera L.) colonies and their impact on colony queen rearing capacity. Scientific Reports 2023, 13 (1) https://doi.org/10.1038/s41598-023-44037-2
    11. Frank B. Green, Sonia R. Muñoz, Philip N. Smith. Laboratory Determination of Particulate‐Matter–Bound Agrochemical Toxicity among Honeybees, Mason Bees, and Painted Lady Butterflies. Environmental Toxicology and Chemistry 2023, 42 (12) , 2642-2650. https://doi.org/10.1002/etc.5730
    12. Aphrodite Kantsa, Consuelo M. De Moraes, Mark C. Mescher. Global change and plant–pollinator communities in Mediterranean biomes. Global Ecology and Biogeography 2023, 32 (11) , 1893-1913. https://doi.org/10.1111/geb.13753
    13. Zhongqiang Zhao, Ruifeng Shan, Xiaoyin Sun, Jiayao Sun, Bingyu Wang, Zhi Wang. Mapping and assessing supply and demand of crop pollination services in Shandong Province, China. Journal of Cleaner Production 2023, 426 , 139024. https://doi.org/10.1016/j.jclepro.2023.139024
    14. Kelly Kulhanek, Brandon K. Hopkins, Walter S. Sheppard. Comparison of oxalic acid drip and HopGuard for pre-winter Varroa destructor control in honey bee ( Apis mellifera ) colonies. Journal of Apicultural Research 2023, 62 (5) , 992-998. https://doi.org/10.1080/00218839.2022.2061325
    15. Joshua H. Kestel, Philip W. Bateman, David L. Field, Nicole E. White, Rose Lines, Paul Nevill. eDNA metabarcoding of avocado flowers: ‘Hass’ it got potential to survey arthropods in food production systems?. Molecular Ecology Resources 2023, 23 (7) , 1540-1555. https://doi.org/10.1111/1755-0998.13814
    16. Axel Brockmann. How India Changed My Ideas About Honey Bees. Journal of the Indian Institute of Science 2023, 103 (4) , 981-995. https://doi.org/10.1007/s41745-023-00412-6
    17. Georgia Cullen, Joshua B Gilligan, Joseph G Guhlin, Peter K Dearden, . Germline progenitors and oocyte production in the honeybee queen ovary. GENETICS 2023, 225 (1) https://doi.org/10.1093/genetics/iyad138
    18. Pedro J. Bergamo, Kátia F. Rito, Blandina F. Viana, Edenise Garcia, Eimear Nic Lughadha, Márcia M. Maués, André R. Rech, Felipe D.S. Silva, Isabela G. Varassin, Kayna Agostini, Marcia C.M. Marques, Pietro K. Maruyama, Nirvia Ravena, Lucas A. Garibaldi, Tiffany M. Knight, Paulo E.A. M. Oliveira, Alberto K. Oppata, Antônio M. Saraiva, Leandro R. Tambosi, Rodrigo Y. Tsukahara, Leandro Freitas, Marina Wolowski. Integrating public engagement to intensify pollination services through ecological restoration. iScience 2023, 26 (8) , 107276. https://doi.org/10.1016/j.isci.2023.107276
    19. Elzbieta Iwaszkiewicz-Eggebrecht, Piotr Łukasik, Mateusz Buczek, Junchen Deng, Emily A. Hartop, Harald Havnås, Monika Prus-Frankowska, Carina R. Ugarph, Paulina Viteri, Anders F. Andersson, Tomas Roslin, Ayco J. M. Tack, Fredrik Ronquist, Andreia Miraldo, . FAVIS: Fast and versatile protocol for non-destructive metabarcoding of bulk insect samples. PLOS ONE 2023, 18 (7) , e0286272. https://doi.org/10.1371/journal.pone.0286272
    20. Christopher Michael Menzel. Fruit set is moderately dependent on insect pollinators in strawberry and is limited by the availability of pollen under natural open conditions. The Journal of Horticultural Science and Biotechnology 2023, 45 , 1-30. https://doi.org/10.1080/14620316.2023.2212670
    21. Elzbieta Iwaszkiewicz‐Eggebrecht, Emma Granqvist, Mateusz Buczek, Monika Prus, Jan Kudlicka, Tomas Roslin, Ayco J. M. Tack, Anders F. Andersson, Andreia Miraldo, Fredrik Ronquist, Piotr Łukasik. Optimizing insect metabarcoding using replicated mock communities. Methods in Ecology and Evolution 2023, 14 (4) , 1130-1146. https://doi.org/10.1111/2041-210X.14073
    22. Shannon M. Cruz, Christina M. Grozinger. Mapping student understanding of bees: Implications for pollinator conservation. Conservation Science and Practice 2023, 5 (3) https://doi.org/10.1111/csp2.12902
    23. Giulia Capotorti, Simone Valeri, Arianna Giannini, Valerio Minorenti, Mariagrazia Piarulli, Paolo Audisio. On the Role of Natural and Induced Landscape Heterogeneity for the Support of Pollinators: A Green Infrastructure Perspective Applied in a Peri-Urban System. Land 2023, 12 (2) , 387. https://doi.org/10.3390/land12020387
    24. A-Tai Truong, Mi-Sun Yoo, Soo Kyoung Seo, Tae Jun Hwang, Soon-Seek Yoon, Yun Sang Cho. Prevalence of honey bee pathogens and parasites in South Korea: A five-year surveillance study from 2017 to 2021. Heliyon 2023, 9 (2) , e13494. https://doi.org/10.1016/j.heliyon.2023.e13494
    25. Sai Liang, Qiumeng Zhong. Reducing environmental impacts through socioeconomic transitions: critical review and prospects. Frontiers of Environmental Science & Engineering 2023, 17 (2) https://doi.org/10.1007/s11783-023-1624-1
    26. Deysi Muñoz-Galicia, Carlos Lara, Citlalli Castillo-Guevara, Mariana Cuautle, Claudia Rodríguez-Flores. Impacts of land use change on native plant-butterfly interaction networks from central Mexico. PeerJ 2023, 11 , e16205. https://doi.org/10.7717/peerj.16205
    27. Alex Jordan, Mason Unger, Vikas Khanna. The Significance of Insect Pollinators: Opportunities and Challenges. 2023, 107-134. https://doi.org/10.1007/978-3-031-35692-6_6
    28. Katherine Lunn, Tobias Frøslev, Madeleine Rhodes, Leah Taylor, Hernani F. M. Oliveira, Catherine E. A. Gresty, Elizabeth L. Clare. Non-target effects of agri-environmental schemes on solitary bees and fungi in the United Kingdom. Bulletin of Entomological Research 2022, 112 (6) , 734-744. https://doi.org/10.1017/S0007485322000414
    29. Margaret R. Douglas, Paige Baisley, Sara Soba, Melanie Kammerer, Eric V. Lonsdorf, Christina M. Grozinger. Putting pesticides on the map for pollinator research and conservation. Scientific Data 2022, 9 (1) https://doi.org/10.1038/s41597-022-01584-z
    30. Kelsey K. Graham, Meghan O. Milbrath, Yajun Zhang, Nicolas Baert, Scott McArt, Rufus Isaacs. Pesticide risk to managed bees during blueberry pollination is primarily driven by off-farm exposures. Scientific Reports 2022, 12 (1) https://doi.org/10.1038/s41598-022-11156-1
    31. Alison McAfee, Judy Li, Marianne Otte. Honey Bee Genome Editing. 2022, 359-374. https://doi.org/10.1079/9781800621176.0018
    32. Lisa W. DeVetter, Stan Chabert, Meghan O. Milbrath, Rachel E. Mallinger, Jenna Walters, Rufus Isaacs, Suzette P. Galinato, Clark Kogan, Kayla Brouwer, Andony Melathopoulos, Maxime Eeraerts. Toward evidence-based decision support systems to optimize pollination and yields in highbush blueberry. Frontiers in Sustainable Food Systems 2022, 6 https://doi.org/10.3389/fsufs.2022.1006201
    33. Franziska Dickel, Nick Maria Peter Bos, Huw Hughes, Raquel Martín-Hernández, Mariano Higes, Annette Kleiser, Dalial Freitak. The oral vaccination with Paenibacillus larvae bacterin can decrease susceptibility to American Foulbrood infection in honey bees—A safety and efficacy study. Frontiers in Veterinary Science 2022, 9 https://doi.org/10.3389/fvets.2022.946237
    34. Kathleen L. Prudic, Terese Maxine P. Cruz, Jazmyn I. B. Winzer, Jeffrey C. Oliver, Natalie A. Melkonoff, Hank Verbais, Andrew Hogan. Botanical Gardens Are Local Hotspots for Urban Butterflies in Arid Environments. Insects 2022, 13 (10) , 865. https://doi.org/10.3390/insects13100865
    35. Kristina Garber, Gloria DeGrandi-Hoffman, Robert Curry, Jeffrey M. Minucci, Daniel E. Dawson, Cameron Douglass, Joseph P. Milone, S. Thomas Purucker. Simulating the Effects of Pesticides on Honey Bee (Apis mellifera L.) Colonies with BeePop+. Ecologies 2022, 3 (3) , 275-291. https://doi.org/10.3390/ecologies3030022
    36. Gyan P. Harwood, Vincent Prayugo, Adam G. Dolezal. Butenolide Insecticide Flupyradifurone Affects Honey Bee Worker Antiviral Immunity and Survival. Frontiers in Insect Science 2022, 2 https://doi.org/10.3389/finsc.2022.907555
    37. Clint R.V. Otto, Haochi Zheng, Torre Hovick, Max Post van der Burg, Benjamin Geaumont. Grassland conservation supports migratory birds and produces economic benefits for the commercial beekeeping industry in the U.S. Great Plains. Ecological Economics 2022, 197 , 107450. https://doi.org/10.1016/j.ecolecon.2022.107450
    38. Hong Zhang, Chao Han, Tom D. Breeze, Mengdan Li, Shibonage K. Mashilingi, Jun Hua, Wenbin Zhang, Xuebin Zhang, Shiwen Zhang, Jiandong An. Bumblebee Pollination Enhances Yield and Flavor of Tomato in Gobi Desert Greenhouses. Agriculture 2022, 12 (6) , 795. https://doi.org/10.3390/agriculture12060795
    39. Jose Marcelino, Charles Braese, Krisztina Christmon, Jay D. Evans, Todd Gilligan, Tugrul Giray, Anthony Nearman, Elina L. Niño, Robyn Rose, Walter S. Sheppard, Dennis vanEngelsdorp, James D. Ellis. The Movement of Western Honey Bees (Apis mellifera L.) Among U.S. States and Territories: History, Benefits, Risks, and Mitigation Strategies. Frontiers in Ecology and Evolution 2022, 10 https://doi.org/10.3389/fevo.2022.850600
    40. Makaylee K. Crone, David J. Biddinger, Christina M. Grozinger. Wild Bee Nutritional Ecology: Integrative Strategies to Assess Foraging Preferences and Nutritional Requirements. Frontiers in Sustainable Food Systems 2022, 6 https://doi.org/10.3389/fsufs.2022.847003
    41. Frank T. Farruggia, Kristina Garber, Christine Hartless, Kristin Jones, Lee Kyle, Nicholas Mastrota, Joseph P. Milone, Sujatha Sankula, Keith Sappington, Katherine Stebbins, Thomas Steeger, Holly Summers, Pamela G. Thompson, Michael Wagman, . A retrospective analysis of honey bee (Apis mellifera) pesticide toxicity data. PLOS ONE 2022, 17 (4) , e0265962. https://doi.org/10.1371/journal.pone.0265962
    42. Décio Luiz Gazzoni, João Vitor Ganem Rillo Paz Barateiro, Pedro da Rosa Santos. Supplemental bee pollination effect on the productivity of soybean grown in a low yield potential condition. Journal of Apicultural Research 2022, 57 , 1-13. https://doi.org/10.1080/00218839.2022.2047264
    43. Dawn L. Boncristiani, James P. Tauber, Evan C. Palmer-Young, Lianfei Cao, William Collins, Kyle Grubbs, Jillian A. Lopez, Lyndel W. Meinhardt, Vy Nguyen, Sungtaek Oh, Raymond J. Peterson, Halondra Zamora, Yanping Chen, Jay D. Evans. Impacts of Diverse Natural Products on Honey Bee Viral Loads and Health. Applied Sciences 2021, 11 (22) , 10732. https://doi.org/10.3390/app112210732
    44. Jian Duan, Yong X. U., Haining Jiang, . Trade vulnerability assessment in the grain-importing countries: A case study of China. PLOS ONE 2021, 16 (10) , e0257987. https://doi.org/10.1371/journal.pone.0257987
    45. Kathy Baylis, Elinor M. Lichtenberg, Erik Lichtenberg. Economics of Pollination. Annual Review of Resource Economics 2021, 13 (1) , 335-354. https://doi.org/10.1146/annurev-resource-101420-110406
    46. Jon Zawislak, Gus Lorenz, John Adamczyk, Robert Wiedenmann, Neelendra K. Joshi. Proportion of commodity crop pollens and pesticide contamination in honey bee diets in two different landscapes. Environmental Advances 2021, 5 , 100116. https://doi.org/10.1016/j.envadv.2021.100116
    47. Anthony C. Robinson, Jamie L. Peeler, Tim Prestby, Sarah C. Goslee, Kate Anton, Christina M. Grozinger. Beescape: Characterizing user needs for environmental decision support in beekeeping. Ecological Informatics 2021, 64 , 101366. https://doi.org/10.1016/j.ecoinf.2021.101366
    48. Codey L. Mathis, Darin J. McNeil, Monica R. Lee, Christina M. Grozinger, David I. King, Clint R.V. Otto, Jeffery L. Larkin. Pollinator communities vary with vegetation structure and time since management within regenerating timber harvests of the Central Appalachian Mountains. Forest Ecology and Management 2021, 496 , 119373. https://doi.org/10.1016/j.foreco.2021.119373
    49. Kirsten S. Traynor, Dennis vanEngelsdorp, Zachary S. Lamas. Social disruption: Sublethal pesticides in pollen lead to Apis mellifera queen events and brood loss. Ecotoxicology and Environmental Safety 2021, 214 , 112105. https://doi.org/10.1016/j.ecoenv.2021.112105

    Pair your accounts.

    Export articles to Mendeley

    Get article recommendations from ACS based on references in your Mendeley library.

    Pair your accounts.

    Export articles to Mendeley

    Get article recommendations from ACS based on references in your Mendeley library.

    You’ve supercharged your research process with ACS and Mendeley!

    STEP 1:
    Click to create an ACS ID

    Please note: If you switch to a different device, you may be asked to login again with only your ACS ID.

    Please note: If you switch to a different device, you may be asked to login again with only your ACS ID.

    Please note: If you switch to a different device, you may be asked to login again with only your ACS ID.

    MENDELEY PAIRING EXPIRED
    Your Mendeley pairing has expired. Please reconnect