RT Journal Article T1 Assessing citizen science data quality for bird monitoring in the Iberian Peninsula A1 Prenda Marín, José A1 Domínguez Olmedo, Juan Luis A1 López Lozano, E. A1 Fernández de Villarán-San Juan, Rubén A1 Negro, Juan José AB Citizen science data on biodiversity has experienced signifcant growth, largely driven byadvancements in technology that facilitate data sharing. In recent years, mobile applications haveprovided a substantial boost to both the collection and sharing of this data. While this accessibleinformation is undoubtedly valuable, we must consider the numerous biases present in this data whenused for high-quality research. In this study, we analyse citizen science data for the birds of the IberianPeninsula, comprising over 23 million unique records after fltering for duplicates (i.e., instances wherethe same observation was uploaded more than once). Using a 10 × 10 km square grid, we presentinformation on well-surveyed cells (completeness) as well as temporal, taxonomic, geographical, andland use coverages. We found that the completeness of information is generally high, with bettercoverage around densely populated areas such as major cities and coastal regions, as well as popularbirding destinations, which are frequently visited. The Mediterranean ecoregion and wetlands exhibitthe highest levels of surveying. Furthermore, we observed an increase in temporal coverage sincethe 1980s and broad taxonomic coverage across all bird orders in the Iberian region. Our resultsunderscore the utility of citizen science for many locations, as expressed in 10 × 10 km cells. However,they also highlight the inadequate data completeness across part of the territory, particularly inforested or sparsely inhabited areas. These fndings not only identify cells suitable for bird diversityor conservation studies but also indicate areas where citizen-driven bird recording eforts should beencouraged PB Nature Research SN 2045-2322 (electrónico) YR 2024 FD 2024-09 LK https://hdl.handle.net/10272/24245 UL https://hdl.handle.net/10272/24245 LA eng NO Prenda, J., Domínguez-Olmedo, J. L., López-Lozano, E., Fernández de Villarán, R., & Negro, J. J. (2024). Assessing citizen science data quality for bird monitoring in the Iberian Peninsula. In Scientific Reports (Vol. 14, Issue 1). Springer Science and Business Media LLC. https://doi.org/10.1038/s41598-024-70827-3 NO Tis work was fnancially supported by the following three projects: (1) “Agricultura y conservación de la avifauna esteparia en Andalucía. Evaluación de la biodiversidad a partir de conocimiento accesible digital (DAK)y estudios in situ” (Andalusian Research Plan 2014–2020. Ref. P20_00354) (Operative FEDER Program); (2)“Procesos de extinción en paisajes agrarios mediterráneos: evaluación de biodiversidad al inicio de una nuevaPolítica Agraria Común mediante conocimiento accesible digital (DAK) y estudios in situ” (Ref. UHU-202076)(Operative FEDER Program) and (3) “Infuencia sobre la avifauna del uso y ocupación del territorio en el medioagrario andaluz por plantas fotovoltaicas y olivar intensivo y superintensivo” (BIOD22_00033_15_PPCB. PlanComplementario de I+D+i de Biodiversidad). Gross data for this study were provided by GBIF, eBird, andObservation.org. We extend special gratitude to Julio Rabadán from Observation.org for his invaluable support DS Repositorio Institucional de la Universidad de Huelva RD 1 jun 2026