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Assessing external exposome by implementing an Environmental Data Management System using Open Data

  • Sofia Tagliaferro,
  • Sara Maio,
  • Federico Pirona,
  • Ilaria Stanisci,
  • Giuseppe Sarno,
  • Patrizia Silvi,
  • Marianthi Kermenidou,
  • Nafsika Papaioannou,
  • Reena Perchard,
  • Igor Prpic,
  • Kinga Polanska,
  • Joanna Jerzynska,
  • Elisabete Ramos,
  • Joaquim Rovira,
  • Jordina Belmonte,
  • Janja Snoj Snoj Tratnik,
  • Milena Horvat,
  • David Kocman,
  • Zdravko Spiric,
  • Jacqueline Zickella,
  • Salvatore Fasola,
  • Stefania La Grutta,
  • Velia Malizia,
  • Laura Montalbano,
  • Bart Keijser,
  • Jasper Kieboom,
  • Martin Larsen,
  • Marta Schumacher,
  • Tim van den Broek,
  • Rémy Villette,
  • Nour Baiz,
  • Henrique Barros,
  • John Bartzis,
  • Norhidayah Binti Ahmad,
  • Beatrice Bocca,
  • Sonia Brescianini,
  • Gemma Calamandrei,
  • Anthoula Chatzimpaloglou,
  • Eugenia Dogliotti,
  • Ingrid Falnoga,
  • Maria João Fonseca,
  • Catherine Gabriel,
  • Amir Gamil,
  • Alberto Gotti,
  • Wojciech Hanke,
  • Edward Johnstone,
  • Joanna Jurewicz,
  • Michael Kabesch,
  • Katarzyna Kalska-Sochacka,
  • Spyros Karakitsios,
  • David Kocman,
  • Vikas Kumar,
  • Darja Mazej,
  • Filomena Mazzei,
  • Ettore Meccia,
  • Luisa Minghetti,
  • Lorenza Nisticò,
  • Eduardo de Oliveira Fernandes,
  • Reena Perchard,
  • Anna Pino,
  • Dimosthenis Sarigiannis,
  • Marta Schumacher,
  • Maria Antonietta Stazi,
  • Kamila Szcześniak,
  • Patrizia Tancredi,
  • Gabriela Ventura Silva,
  • Giovanni Viegi,
  • Sandra Baldacci,
  • Isabella Annesi-Maesano

摘要

Due to the increasing importance of exposome in environmental epidemiology, feasibility and usefulness of an Environmental Data Management System (EDMS) using Open Data was evaluated. The EDMS includes data from 10 European cities (Celje (Slovenia), Łódź (Poland), Manchester (UK), Palermo (Italy), Paris (France), Porto (Portugal), Regensburg (Germany), Reus (Spain), Rijeka (Croatia), Thessaloniki (Greece)) about external non-specific and specific exposome factors at the city or country level (2017–2020). Findings showed that the highest values of life expectancy were in Reus females (86 years) and Palermo males (81 years). UK had the highest obesity rate (28%), Croatia the highest prescribed drug consumption (62%), Greece and Portugal the highest smoking rates (37%, 42%) and daily alcohol consumption (21%), respectively. The most polluted cities were Thessaloniki for PM10 (38 µg/m3), Łódź for PM2.5 (25 µg/m3), Porto for NO2 (62 µg/m3) and Rijeka for O3 (92 µg/m3). Thessaloniki had the highest grey space (98%) and Łódź the highest cumulative amount of pollen (39,041 p/m3). The highest daily noise levels ≥ 55 dB was in Reus (81% to traffic) and Regensburg (21% to railway). In drinking water, arsenic had the highest value in Thessaloniki (6.4 µg/L), boron in Celje (24 mg/L) and lead in Paris (46.7 µg/L). Portugal and Greece showed the highest pesticide residues in food (7%). In conclusion, utilizing open-access databases enables the translation of research findings into actionable strategies for public health interventions.