[HTML][HTML] Enhancing global maritime traffic network forecasting with gravity-inspired deep learning models

R Song, G Spadon, R Pelot, S Matwin, A Soares - Scientific Reports, 2024 - nature.com
Aquatic non-indigenous species (NIS) pose significant threats to biodiversity, disrupting
ecosystems and inflicting substantial economic damages across agriculture, forestry, and …

The climate change, conflict and migration nexus: A holistic view

T Watson, T Lenton… - Climate Resilience and …, 2023 - Wiley Online Library
Current discourse relating to climate change, conflict, migration (CCM), and the causal links
thereof, is polarized. It is widely acknowledged that climate change will have a detrimental …

[HTML][HTML] Modelling and predicting forced migration

H Qi, T Bircan - Plos one, 2023 - journals.plos.org
Migration models have evolved significantly during the last decade, most notably the so-
called flow Fixed-Effects (FE) gravity models. Such models attempt to infer how human …

[HTML][HTML] Transcending time and space: survey methods, uncertainty, and development in human migration prediction

T Pu, C Huang, J Yang, M Huang - Sustainability, 2023 - mdpi.com
As a fundamental, holistic, and strategic issue facing human society, human migration is a
key factor affecting the development of countries and cities, given the constantly changing …

Forecasting ukrainian refugee flows with organic data sources

N Wycoff, A Arab, K Donato, L Singh… - International …, 2023 - journals.sagepub.com
Although European countries seek to understand the volume and destinations of forced
migrant flows out of Ukraine, it is difficult to collect timely data for many reasons including …

[HTML][HTML] Modeling climate migration: dead ends and new avenues

RM Beyer, J Schewe, GJ Abel - Frontiers in Climate, 2023 - frontiersin.org
Understanding and forecasting human mobility in response to climatic and environmental
changes has become a subject of substantial political, societal, and academic interest …

[HTML][HTML] Do climate change expectations drive migration? Evidence from migration flows towards OECD countries

S Minehan, D Wesselbaum - Global and Planetary Change, 2023 - Elsevier
In this paper, we provide a novel insight into the driving forces of migration towards OECD
countries. In contrast to the existing literature, we show that not only does current …

The Value of Cultural Similarity for Predicting Migration: Evidence from Food and Drink Interests in Digital Trace Data

C Coimbra Vieira, S Lohmann… - Population and …, 2024 - Wiley Online Library
One of the strongest empirical regularities in spatial demography is that flows of migrants are
positively associated with population stocks at origin and destination and are inversely …

Can Google Trends predict asylum-seekers' destination choices?

H Qi, T Bircan - EPJ Data Science, 2023 - epjds.epj.org
Google Trends (GT) collate the volumes of search keywords over time and by geographical
location. Such data could, in theory, provide insights into people's ex ante intentions to …

[HTML][HTML] Climate change and international migration: Exploring the macroeconomic channel

A Rikani, K Frieler, J Schewe - PLoS One, 2022 - journals.plos.org
International migration patterns, at the global level, can to a large extent be explained
through economic factors in origin and destination countries. On the other hand, it has been …