The DOI matches its Crossref record; 33 of the 33 references it cites were found in a registry or an index.
Identifying the landscape drivers of agricultural insecticide use leveraging evidence from 100,000 fields
Open accessAbstract
Significance: Ecological theory predicts simplified agricultural landscapes composed of large-scale, homogeneous cropland will have increased pest problems due to fewer natural enemies and concentrated host plants, which will result in increased pesticide use and associated environmental degradation. Using detailed data from Kern County, California, for 100,000 field-year observations, we parse apart how different components of landscape simplification affect insecticide use. We find insecticide use decreases with increases in crop diversity and increases with field size, whereas the effect of cropland extent depends on the spatial scale. This refined spatial perspective provides unique understanding of how different components of landscape simplification influence insecticide use, and indicates that neither the traditionally conceived “simplified” nor “complex” agricultural landscape is most beneficial to pest control.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Greater crop diversity is linked to higher bird diversity in agricultural landscapes.
“Strobl ( 97 ) found that greater crop diversity is linked to higher bird diversity in agricultural landscapes”
From Environmental impacts of genetically modified crops (2024) · cites this paper as [97]
The Results (p. 3) link greater crop diversity to lower insecticide use, not to bird diversity. A search for bird diversity and avian species richness found no passage in our copy assessing the claimed relationship. (LLM, conf=0.76)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
(2001) · RePEc: Research Papers in Economics · Cited by 27,577
Global Consequences of Land Use
Foley, J. A., DeFries, R., Asner, G. P., Barford, C., Bonan, G., Carpenter, S. R., Chapin, F. S., Coe, M. T., Daily, G. C., Gibbs, H. K., et al. (2005) · Science · doi:10.1126/science.1111772 · Cited by 13,272
Agricultural sustainability and intensive production practices
Tilman, D., Cassman, K. G., Matson, P. A., Naylor, R., & Polasky, S. (2002) · Nature · doi:10.1038/nature01014 · Cited by 7,957
A Practitioner’s Guide to Cluster-Robust Inference
Colin Cameron, A., & Miller, D. L. (2015) · Journal of Human Resources · doi:10.3368/jhr.50.2.317 · Cited by 5,037
Landscape perspectives on agricultural intensification and biodiversity—Ecosystem service management
Tscharntke, T., Klein, A. M., Kruess, A., Steffan‐Dewenter, I., & Thies, C. (2005) · Ecology Letters · doi:10.1111/j.1461-0248.2005.00782.x · Cited by 4,455
Habitat management to conserve natural enemies of arthropod pests in agriculture
Landis, D. A., Wratten, S. D., & Gurr, G. M. (2000) · Annual Review of Entomology · doi:10.1146/annurev.ento.45.1.175 · Cited by 3,100
Global diets link environmental sustainability and human health
Tilman, D., & Clark, M. (2014) · Nature · doi:10.1038/nature13959 · Cited by 3,026
Root, R. B. (1973) · Ecological Monographs · doi:10.2307/1942161 · Cited by 3,023
Global food security, biodiversity conservation and the future of agricultural intensification
Tscharntke, T., Clough, Y., Wanger, T. C., Jackson, L., Motzke, I., Perfecto, I., Vandermeer, J. H., & Whitbread, A. M. (2012) · Biological Conservation · doi:10.1016/j.biocon.2012.01.068 · Cited by 2,229
A meta-analysis of crop pest and natural enemy response to landscape complexity
Chaplin‐Kramer, R., O’Rourke, M. E., Blitzer, E. J., & Kremen, C. (2011) · Ecology Letters · doi:10.1111/j.1461-0248.2011.01642.x · Cited by 1,037
Pesticides reduce regional biodiversity of stream invertebrates
Beketov, M. A., Kefford, B. J., Schäfer, R. B., & Liess, M. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1305618110 · Cited by 924
Does plant diversity benefit agroecosystems? A synthetic review
Letourneau, D. K., Armbrecht, I., Rivera, B. S., Lerma, J. M., Carmona, E. J., Daza, M. C., Escobar, S., Galindo, V., Gutiérrez, C., López, S. D., et al. (2011) · Ecological Applications · doi:10.1890/09-2026.1 · Cited by 888
When natural habitat fails to enhance biological pest control – Five hypotheses
Tscharntke, T., Karp, D. S., Chaplin‐Kramer, R., Batáry, P., DeClerck, F., Gratton, C., Hunt, L. G., Ives, A. R., Jonsson, M., Larsen, A., et al. (2016) · Biological Conservation · doi:10.1016/j.biocon.2016.10.001 · Cited by 661
Self-citationMeasures of the effects of agricultural practices on ecosystem services
Dale, V. H., & Polasky, S. (2007) · Ecological Economics · doi:10.1016/j.ecolecon.2007.05.009 · Cited by 525
Agricultural landscape simplification and insecticide use in the Midwestern United States
Meehan, T. D., Werling, B. P., Landis, D. A., & Gratton, C. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1100751108 · Cited by 419
Philpott, S. M., & Armbrecht, I. (2006) · Ecological Entomology · doi:10.1111/j.1365-2311.2006.00793.x · Cited by 393
Biodiversity conservation in agriculture requires a multi-scale approach
Gonthier, D. J., Ennis, K. K., Farinas, S., Hsieh, H., Iverson, A. L., Batáry, P., Sjögren, J., Tscharntke, T., Cardinale, B. J., & Perfecto, I. (2014) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2014.1358 · Cited by 380
What conservationists need to know about farming
Balmford, A. P., Green, R. E., & Phalan, B. (2012) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2012.0515 · Cited by 318
Enhancing the crops to feed the poor
Huang, J., Pray, C. E., & Rozelle, S. (2002) · Nature · doi:10.1038/nature01015 · Cited by 315
Thies, C., Haenke, S., Scherber, C., Bengtsson, J., Bommarco, R., Clement, L. W., Ceryngier, P., Dennis, C., Emmerson, M., Gagić, V., et al. (2011) · Ecological Applications · doi:10.1890/10-0929.1 · Cited by 206
Martin, E. A., Seo, B., Park, C., Reineking, B., & Steffan-Dewenter, I. D. (2016) · Ecological Applications · doi:10.1890/15-0856 · Cited by 198
Pest Management in Food Systems: An Economic Perspective
Waterfield, G., & Zilberman, D. (2012) · Annual Review of Environment and Resources · doi:10.1146/annurev-environ-040911-105628 · Cited by 144
Pest control experiments show benefits of complexity at landscape and local scales
Chaplin‐Kramer, R., & Kremen, C. (2012) · Ecological Applications · doi:10.1890/11-1844.1 · Cited by 134
Multi-scale effects of landscape complexity and crop management on pollen beetle parasitism rate
Rusch, A., Valantin‐Morison, M., Sarthou, J., & Roger‐Estrade, J. (2011) · Landscape Ecology · doi:10.1007/s10980-011-9573-7 · Cited by 124
Twig‐Nesting Ants: The Hidden Predators of the Coffee Berry Borer in Chiapas, Mexico
Larsen, A., & Philpott, S. M. (2009) · Biotropica · doi:10.1111/j.1744-7429.2009.00603.x · Cited by 84
Self-citationLethal risk to birds from insecticide use in the United States—a spatial and temporal analysis
Mineau, P., & Whiteside, M. (2006) · Environmental Toxicology and Chemistry · doi:10.1897/05-035r.1 · Cited by 63
Agricultural landscape simplification does not consistently drive insecticide use
Larsen, A. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1301900110 · Cited by 53
Self-citationPrivate eradication of mobile public bads
Costello, C., Quérou, N., & Tomini, A. (2017) · European Economic Review · doi:10.1016/j.euroecorev.2017.02.005 · Cited by 38
Landscape crop composition effects on cotton yield, Lygus hesperus densities and pesticide use
Meisner, M. H., Zaviezo, T., & Rosenheim, J. A. (2016) · Pest Management Science · doi:10.1002/ps.4290 · Cited by 31
Taken as a given: Evaluating the accuracy of remotely sensed crop data in the USA
Larsen, A., Hendrickson, B. T., Dedeic, N., & MacDonald, A. J. (2015) · Agricultural Systems · doi:10.1016/j.agsy.2015.10.008 · Cited by 26
Self-citationSpatiotemporal variation in the relationship between landscape simplification and insecticide use
Larsen, A., Gaines, S. D., & Deschênes, O. (2015) · Ecological Applications · doi:10.1890/14-1283.1 · Cited by 18
Self-citationReduction of Crop Diversity Does Not Drive Insecticide Use
Yang, W., Grieneisen, M., Chen, H., & Zhang, M. (2015) · Journal of Agricultural Science · doi:10.5539/jas.v7n10p1 · Cited by 11
California Pesticide Use Data and Endangered Species
Wilhoit, L. R. (2012) · ACS symposium series · doi:10.1021/bk-2012-1111.ch007 · Cited by 2
Flagged first, then by citations
Research works printed but not linked: 1
- ; CDFA California Agricultural Statistics Review 2013–2014 (California Department of Food and Agriculture, Sacramento, CA), pp. 1–16 (2014).
Cited by
Sorted by citations
Environmental impacts of genetically modified crops
Noack, F., Engist, D., Gantois, J., Gaur, V., Hyjazie, B. F., Larsen, A., M’Gonigle, L. K., Missirian, A., Qaim, M., Sargent, R. D., et al. (2024) · Science · doi:10.1126/science.ado9340 · Cited by 70
Self-citation
Metadata
- Authors
- Larsen, A. E., & Noack, F.
- Affiliations
- University of California, Santa Barbara (US)
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2017-05-08
- Volume
- 114
- Issue
- 21
- Pages
- 5473-5478
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC5448227
- OpenAlex
- W2612345401
- Cited by
- 79
- References
- 33
- Citations by year
- 2026: 4 · 2025: 15 · 2024: 5 · 2023: 9 · 2022: 12 · 2021: 10 · 2020: 11 · 2019: 5 · 2018: 7 · 2017: 1
- FWCI
- 6.08
- Type
- journal article
- Language
- en
- Update notices
- correction (2017-12-18)
- Open access
- bronze
- doi.org
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- German Research Foundation (1109/1-1)
- Topics
- Life Sciences › Agricultural and Biological Sciences › Insect Science › Insect-Plant Interactions and Control
- Physical Sciences › Environmental Science › Global and Planetary Change › Land Use and Ecosystem Services
- Life Sciences › Agricultural and Biological Sciences › General Agricultural and Biological Sciences › Agricultural Innovations and Practices
- Keywords
- insecticide application, crop diversity, field size, cropland extent, landscape drivers, natural pest control, spatial dependence, Kern County, crop production
- MeSH terms
- Agriculture, California, Insecticides, Crops, Agricultural, Biodiversity, Spatial Analysis
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review