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Rubin Observatory Legacy Survey of Space and Time (LSST) will observe several Deep Drilling Fields (DDFs) to a greater depth and with a more rapid cadence than the main survey. In this paper, we describe the \u2018DeepDrill\u2019 survey, which used the Spitzer Space Telescope Infrared Array Camera (IRAC) to observe three of the four currently defined DDFs in two bands, centred on 3.6 and 4.5 \u03bcm. These observations expand the area that was covered by an earlier set of observations in these three fields by the Spitzer Extragalactic Representative Volume Survey (SERVS). The combined DeepDrill and SERVS data cover the footprints of the LSST DDFs in the Extended Chandra Deep Field\u2013South (ECDFS) field, the ELAIS-S1 field (ES1), and the XMM-Large-Scale Structure Survey field (XMM-LSS). The observations reach an approximate 5\u03c3 point-source depth of 2\u00a0\u03bcJy (corresponding to an AB magnitude of 23.1; sufficient to detect a 10$^{11} \\, \\mathrm{M}_{\\odot}$ galaxy out to z \u2248 5) in each of the two bands over a total area of $\\approx 29\\,$ deg2. The dual-band catalogues contain a total of 2.35 million sources. In this paper, we describe the observations and data products from the survey, and an overview of the properties of galaxies in the survey. We compare the source counts to predictions from the Shark semi-analytic model of galaxy formation. We also identify a population of sources with extremely red ([3.6]\u2212[4.5] &amp;gt;1.2) colours which we show mostly consists of highly obscured active galactic nuclei.<\/jats:p>","DOI":"10.1093\/mnras\/staa3714","type":"journal-article","created":{"date-parts":[[2020,11,27]],"date-time":"2020-11-27T20:11:18Z","timestamp":1606507878000},"page":"892-910","source":"Crossref","is-referenced-by-count":34,"title":["A <i>Spitzer<\/i> survey of Deep Drilling Fields to be targeted by the Vera C. Rubin Observatory Legacy Survey of Space and Time"],"prefix":"10.1093","volume":"501","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3032-1783","authenticated-orcid":false,"given":"M","family":"Lacy","sequence":"first","affiliation":[{"name":"National Radio Astronomy Observatory, 520 Edgemont Road, Charlottesville, VA 22903, USA"}]},{"given":"J A","family":"Surace","sequence":"additional","affiliation":[{"name":"Infrared Processing and Analysis Center, MS 100-22, California Institute of Technology, Pasadena, CA 91125, USA"}]},{"given":"D","family":"Farrah","sequence":"additional","affiliation":[{"name":"Department of Physics and Astronomy, University of Hawaii, 2505 Correa Road, Honolulu, HI 96822, USA"},{"name":"Institute for Astronomy, 2680 Woodlawn Drive, University of Hawaii, Honolulu, HI 96822, USA"}]},{"given":"K","family":"Nyland","sequence":"additional","affiliation":[{"name":"National Research Council, Resident at the Naval Research Laboratory, Washington, DC 20375, 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