{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,16]],"date-time":"2026-04-16T01:05:23Z","timestamp":1776301523423,"version":"3.50.1"},"reference-count":90,"publisher":"American Mosquito Control Association","issue":"4","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,12]]},"abstract":"<jats:title>ABSTRACT<\/jats:title>\n                  <jats:p>\n                    This study presents an integrated, operational mosquito surveillance effort conducted in Anne Arundel County, Maryland, during the 2023 and 2024 seasons, revealing substantial variation in\n                    <jats:italic>Culex pipiens<\/jats:italic>\n                    s.l. abundance and West Nile virus (WNV) infection risk. In 2024, mosquito abundance and WNV-positive pools increased more than four- and 5-fold, respectively, compared to 2023. Interestingly, strong correlations between weather and mosquito abundance were absent, with the exception of a negative correlation between temperature and abundance at a 5-wk lag in 2023. The temporal overlap between peak mosquito abundance and peak WNV infection was more synchronized in 2024, potentially heightening human transmission risk. These findings guided Maryland Department of Agriculture mosquito control operations, underscoring the value of high-resolution and timely surveillance. The integration of the IDX identification platform enhanced sample triage, cold chain preservation, and species confirmation, enabling rapid, large-scale data logging and testing. This modernized workflow of field collection, automated identification, and WNV testing offers a scalable model for responsive vector surveillance aligned with climate-driven risks and advanced technologies.\n                  <\/jats:p>","DOI":"10.2987\/25-7238","type":"journal-article","created":{"date-parts":[[2026,2,11]],"date-time":"2026-02-11T00:51:39Z","timestamp":1770771099000},"page":"193-202","source":"Crossref","is-referenced-by-count":0,"title":["SURVEILLANCE OF WEST NILE VIRUS IN MARYLAND: INTEGRATING SMART VECTOR IDENTIFICATION WITH ENVIRONMENTAL AND EPIDEMIOLOGICAL INSIGHTS"],"prefix":"10.2987","volume":"41","author":[{"given":"Khushi Anil","family":"Gupta","sequence":"first","affiliation":[{"name":"Vectech Inc. 3600 Clipper Mill Rd, Ste 401 Baltimore, MD 21211"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hannah","family":"Markle","sequence":"additional","affiliation":[{"name":"Vectech Inc. 3600 Clipper Mill Rd, Ste 401 Baltimore, MD 21211"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alyssa","family":"Schultz","sequence":"additional","affiliation":[{"name":"Vectech Inc. 3600 Clipper Mill Rd, Ste 401 Baltimore, MD 21211"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Brian","family":"Prendergast","sequence":"additional","affiliation":[{"name":"Maryland Department of Agriculture, Office of Plant Industries and Pest Management"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Margaret","family":"Glancey","sequence":"additional","affiliation":[{"name":"Vectech Inc. 3600 Clipper Mill Rd, Ste 401 Baltimore, MD 21211"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Autumn","family":"Goodwin","sequence":"additional","affiliation":[{"name":"Vectech Inc. 3600 Clipper Mill Rd, Ste 401 Baltimore, MD 21211"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tristan","family":"Ford","sequence":"additional","affiliation":[{"name":"Vectech Inc. 3600 Clipper Mill Rd, Ste 401 Baltimore, MD 21211"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Roy","family":"Faiman","sequence":"additional","affiliation":[{"name":"Vectech Inc. 3600 Clipper Mill Rd, Ste 401 Baltimore, MD 21211"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1569","reference":[{"key":"i1943-6270-41-4-193-ref01","series-title":"Front Microbiol","article-title":"The remote emerging disease intelligence\u2013NETwork","volume":"13","author":"Achee","year":"2022","unstructured":"Achee N. 2022. 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Timing to temperature: egg\u2010laying dates respond to temperature and are under stronger selection at northern latitudes. Ecosphere 10:e02974. https:\/\/doi.org\/10.1002\/ecs2.2974"},{"key":"i1943-6270-41-4-193-ref44","series-title":"eLife","first-page":"e58511","article-title":"Transmission of West Nile and five other temperate mosquito-borne viruses peaks at temperatures between 23\u00b0C and 26\u00b0C","volume":"9","author":"Shocket","year":"2020","unstructured":"Shocket MS,\nVerwillow AB,\nNumazu MG,\nSlamani H,\nCohen JM,\nEl Moustaid F,\nRohr J,\nJohnson LR,\nMordecai EA. 2020. Transmission of West Nile and five other temperate mosquito-borne viruses peaks at temperatures between 23\u00b0C and 26\u00b0C. eLife 9:e58511. https:\/\/doi.org\/10.7554\/eLife.58511"},{"key":"i1943-6270-41-4-193-ref45","series-title":"Front Epidemiol","article-title":"Uncovering the surge: dengue fever on the rise","volume":"5","author":"Wheaton","year":"2025","unstructured":"Wheaton N,\nWong C,\nGasmelseed H,\nZinabu S,\nSood A,\nRajendran R,\nShead M,\nSanders A,\nNorton T,\nMichael M. 2025. Uncovering the surge: dengue fever on the rise. 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