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Cortés Arbués, I. (author), Chatzivasileiadis, T. (author), Ivanova, Olga (author), Storm, S.T.H. (author), Bosello, Francesco (author), Filatova, T. (author)Economic costs of climate change are conventionally assessed at the aggregated global and national levels, while adaptation is local. When present, regionalised assessments are confined to direct damages, hindered by both data and models’ limitations. This article goes beyond the aggregated analysis to explore direct and indirect economic...journal article 2024
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Berger, Uta (author), Bell, Andrew (author), Barton, C. Michael (author), Chappin, E.J.L. (author), Dreßler, Gunnar (author), Filatova, T. (author), Fronville, Thibault (author), Lee, Allen (author), van Loon, Emiel (author), Lorscheid, Iris (author), Meyer, Matthias (author), Müller, Birgit (author), Piou, Cyril (author), Radchuk, Viktoriia (author), Roxburgh, Nicholas (author), Schüler, Lennart (author), Troost, Christian (author), Wijermans, Nanda (author), Williams, Tim G. (author), Wimmler, Marie Christin (author), Grimm, Volker (author)Despite the increasing use of standards for documenting and testing agent-based models (ABMs) and sharing of open access code, most ABMs are still developed from scratch. This is not only inefficient, but also leads to ad hoc and often inconsistent implementations of the same theories in computational code and delays progress in the...journal article 2024
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Taberna, A. (author), Filatova, T. (author), Hadjimichael, Antonia (author), Noll, B.L. (author)Despite the growing calls to integrate realistic human behavior in sustainability science models, the representative rational agent prevails. This is especially problematic for climate change adaptation that relies on actions at various scales: from governments to individuals. Empirical evidence on individual adaptation to climate-induced...journal article 2023
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Wijermans, Nanda (author), Scholz, G. (author), Chappin, E.J.L. (author), Heppenstall, Alison (author), Filatova, T. (author), Polhill, J. Gareth (author), Semeniuk, Christina (author), Stöppler, Frithjof (author)Agent-based models are particularly suitable to reflect the dynamics of humans, nature, and their interactions, making them a crucial approach for understanding social-ecological systems. The formalisations of human decision-making are central to resulting model behaviours. Despite awareness of the complexity of human behaviour in social...journal article 2023
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Taberna, A. (author), Filatova, T. (author), Hochrainer-Stigler, Stefan (author), Nikolic, I. (author), Noll, B.L. (author)Climate change intensifies the likelihood of extreme flood events worldwide, amplifying the potential for compound flooding. This evolving scenario represents an escalating risk, emphasizing the urgent need for comprehensive climate change adaptation strategies across society. Vital to effective response are models that evaluate damages,...journal article 2023
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Mutlu, A. (author), Roy, Debraj (author), Filatova, T. (author)Nature-based solutions (NbS) are a cornerstone of climate change adaptation worldwide. Yet, evidence on their economic benefits is scarce, especially since the provided environmental amenities usually spatially correlate with climate-induced hazards, effects of which NbS aim to curb. This lack of empirical evidence creates obscurity regarding...journal article 2023
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Troost, Christian (author), Huber, Robert (author), Bell, Andrew R. (author), van Delden, Hedwig (author), Filatova, T. (author), Le, Quang Bao (author), Lippe, Melvin (author), Niamir, Leila (author), Polhill, J. Gareth (author), Sun, Zhanli (author), Berger, Thomas (author)There has so far been no shared understanding of validity in agent-based simulation. We here conceptualise validation as systematically substantiating the premises on which conclusions from simulation analysis for a particular modelling context are built. Given such a systematic perspective, validity of agent-based models cannot be ensured if...journal article 2023
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Ngo, Hieu (author), Bomers, Anouk (author), Augustijn, Denie C.M. (author), Ranasinghe, Roshanka (author), Filatova, T. (author), van der Meulen, Bas (author), Herget, Jürgen (author), Hulscher, Suzanne J.M.H. (author)Reconstructions of the most severe historic flood events contribute to improved quantification of design discharges corresponding to large return periods. Reducing the uncertainty of design discharges has a great significance in constructing proper flood defences to protect the hinterland from future flooding. However, reconstructions of the...journal article 2023
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Assaduzzaman, Mohammad (author), Filatova, T. (author), Lovett, Jon C. (author), Coenen, Frans H.J.M. (author)Climate change effects are not uniform and have disproportionate impacts among different groups of people within communities. It is therefore important to understand the underlying issues of intersectionality for climate change adaptation and human well-being. This paper aims to measure human capabilities and freedom of choice by analyzing...journal article 2023
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Noll, B.L. (author), Filatova, T. (author), Need, Ariana (author)As climate change increases the probability and severity of natural hazards, the need for coordinated adaptation at all levels of society intensifies. Governmental-level adaptation measures are essential, but insufficient in the face of growing risks, necessitating complementary action from households. Apprehending the drivers of household...journal article 2022
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Noll, B.L. (author), Filatova, T. (author), Need, Ariana (author), de Vries, Peter (author)Risk assessments are key for the effective management of potential environmental threats. Across probabilistic phenomena, climate change is an exemplar of paramount uncertainties. These uncertainties have been embraced in supporting governments’ decisions; yet receive scarce attention when studying individual behavior. Analyzing a survey...journal article 2022
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Savin, Ivan (author), Creutzig, Felix (author), Filatova, T. (author), Foramitti, Joël (author), Konc, Théo (author), Niamir, Leila (author), Safarzynska, Karolina (author), van den Bergh, Jeroen (author)Ambitious climate mitigation policies face social and political resistance. One reason is that existing policies insufficiently capture the diversity of relevant insights from the social sciences about potential policy outcomes. We argue that agent-based models can serve as a powerful tool for integration of elements from different disciplines....journal article 2022
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Taghikhah, Firouzeh (author), Voinov, Alexey (author), Filatova, T. (author), Polhill, J. Gareth (author)While agent-based modeling (ABM) has become one of the most powerful tools in quantitative social sciences, it remains difficult to explain their structure and performance. We propose to use artificial intelligence both to build the models from data, and to improve the way we communicate models to stakeholders. Although machine learning is...journal article 2022
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Taberna, A. (author), Filatova, T. (author), Roventini, Andrea (author), Lamperti, Francesco (author)By 2050 about 70% of the world's population is expected to live in cities. Cities offer spatial economic advantages that boost agglomeration forces and innovation, fostering further concentration of economic activities. For historic reasons urban centers cluster along coasts, which are prone to climate-induced flooding and sea level rise. To...journal article 2022
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Juhola, Sirkku (author), Filatova, T. (author), Hochrainer-Stigler, Stefan (author), Mechler, Reinhard (author), Scheffran, Jürgen (author), Schweizer, Pia Johanna (author)Physical tipping points have gained a lot of attention in global and climate change research to understand the conditions for system transitions when it comes to the atmosphere and the biosphere. Social tipping points have been framed as mechanisms in socio-environmental systems, where a small change in the underlying elements or behavior of...journal article 2022
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Silva, Fabio (author), Coward, Fiona (author), Davies, Kimberley (author), Elliott, Sarah (author), Jenkins, Emma (author), Newton, A.C. (author), Riris, Philip (author), Vander Linden, Marc (author), Filatova, T. (author)Human beings are an active component of every terrestrial ecosystem on Earth. Although our local impact on the evolution of these ecosystems has been undeniable and extensively documented, it remains unclear precisely how our activities are altering them, in part because ecosystems are dynamic systems structured by complex, non-linear feedback...journal article 2022
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Ghorbani, Amineh (author), Nascimento, Leonardo (author), Filatova, Tatiana (author)Local energy initiatives (LEIs) are communities of households who self-organize to meet their energy demand with locally produced green energy. They facilitate citizen participation by developing context-specific solutions, which calls for leadership and complex social dynamics. We present an agent-based simulation model to explore the...journal article 2020
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Bouziane, Cheima (author), Filatova, O.G. (author), Schrantee, Anouk (author), Caan, Matthan W.A. (author), Vos, F.M. (author), Reneman, Liesbeth (author)Background: Methylphenidate (MPH) is highly effective in treating attention-deficit/hyperactivity disorder (ADHD). However, not much is known about its effect on the development of human brain white matter (WM). Purpose: To determine whether MPH modulates WM microstructure in an age-dependent fashion in a randomized double-blind placebo...journal article 2019
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Filatova, O.G. (author), van Vliet, L.J. (author), Schouten, A.C. (author), Kwakkel, Gert (author), van der Helm, F.C.T. (author), Vos, F.M. (author)Better insight into white matter (WM) alterations after stroke onset could help to understand the underlying recovery mechanisms and improve future interventions. MR diffusion imaging enables to assess such changes. Our goal was to investigate the relation of WM diffusion characteristics derived from diffusion models of increasing complexity...journal article 2018
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Filatova, O.G. (author), Yang, Y. (author), Dewald, J.P.A. (author), Tian, Runfeng (author), Maceira-Elvira, Pablo (author), Takeda, Yusuke (author), Kwakkel, Gert (author), Yamashita, Okito (author), van der Helm, F.C.T. (author)In hemiparetic stroke, functional recovery of paretic limb may occur with the reorganization of neural networks in the brain. Neuroimaging techniques, such as magnetic resonance imaging (MRI), have a high spatial resolution which can be used to reveal anatomical changes in the brain following a stroke. However, low temporal resolution of MRI...journal article 2018