1. Do Remote Sensing Population Datasets Provide a Realistic Picture of the Spatial Distribution of Populations in the Arctic? Empirical Comparison with Data from the Swedish Population Register. • Thibaud Bureau du Colombier, Université de Strasbourg.

2. Examining Cross-Border Influences on Family Dynamics: An Analysis of Non-Marital Birth Rates in the France-Belgium-Luxembourg Border Region (1968-2017) • Amira Hamieh, French National Centre for Scientific Research (CNRS); Yoann Doignon, French National Centre for Scientific Research (CNRS); Adrita Banerjee, French National Centre for Scientific Research (CNRS); Oumar Mbath, French National Centre for Scientific Research (CNRS).

3. Assessing Health Infrastructure Vulnerability in Low Elevation Coastal Zones of Latin America and the Caribbean: A Population Perspective • Sabrina Juran, United Nations Population Fund (UNFPA); Luis de la Rua Rodriguez, United Nations Population Fund (UNFPA); Andrew J. Tatem, University of Southampton.

4. Estimating Demographic and Health Surveys (DHS) Indicators at Finer Subnational Administrative Levels Using Machine Learning and Geospatial Models • Benjamin Mayala, ICF International (MEASURE-DHS); Rose Donohue, ICF International (DHS); Trevor Croft, ICF International (DHS).

5. A Spatio-Temporal Contextual Approach for Evaluating the Unfolding Landscapes of U.S Population Loss • Gainbi Park, Newcastle University; Rachel Franklin, Newcastle University; Eric Seymour, Rutgers University.