  {"id":925,"date":"2026-01-26T11:57:10","date_gmt":"2026-01-26T16:57:10","guid":{"rendered":"https:\/\/carleton.ca\/camg\/?post_type=cu-people&#038;p=925"},"modified":"2026-01-26T11:58:10","modified_gmt":"2026-01-26T16:58:10","slug":"saeed","status":"publish","type":"cu-people","link":"https:\/\/carleton.ca\/camg\/people\/saeed\/","title":{"rendered":"Saeed"},"content":{"rendered":"<p role=\"presentation\" data-olk-copy-source=\"MessageBody\"><strong>Introduction and Research Interests<\/strong><\/p>\n<p role=\"presentation\" data-olk-copy-source=\"MessageBody\">Saeed Nadi is a Ph.D. candidate in Civil and Environmental Engineering with a research focus on air quality modeling, remote sensing, and geospatial data science. His work integrates satellite observations, chemical transport models, ground-based monitoring data, and advanced machine-learning methods to improve high-resolution estimates of ambient PM2.5 and related air pollutants.<\/p>\n<p role=\"presentation\">His research emphasizes the development of spatiotemporally explicit prediction frameworks, including ensemble and deep\u00a0learning approaches, uncertainty quantification, and data fusion techniques that combine heterogeneous environmental datasets. 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