ArticleHuman brain mapping2021
Microstates in complex and dynamical environments: Unraveling situational awareness in critical helicopter landing maneuvers.
Article in Human brain mapping, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.
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Who cites it
14 citing papers in PubMed, 1 synthesis or guideline pooled it, 30 citations in OpenAlex.
- The Functional Aspects of Resting EEG Microstates: A Systematic Review.Brain topography · 2024Pooled it
- Signs of Problematic Internet use Affect Resting-State EEG Microstates.Brain topography · 2025Article
- EEG Microstates Signatures of rTMS Response Over the lDLPFC: A Band-Specific Analysis.Brain topography · 2025Article
- Assessing Brain Network Dynamics During Postural Control Task Using EEG Microstates.Brain topography · 2025Article
- Effects of Mental Workload Manipulation on Electroencephalography Spectrum Oscillation and Microstates in Multitasking Environments.Brain and behavior · 2025Article
- Resting-State Functional Networks Correlate with Motor Performance in a Complex Visuomotor Task: An EEG Microstate Pilot Study on Healthy Individuals.Brain topography · 2024Article
- EEG Microstate Dynamics Associated with Dream-Like Experiences During the Transition to Sleep.Brain topography · 2024Article
- Electrocorticographic Activation Patterns of Electroencephalographic Microstates.Brain topography · 2024Article
- EEG-Meta-Microstates: Towards a More Objective Use of Resting-State EEG Microstate Findings Across Studies.Brain topography · 2024Article
- Valence-specific EEG microstate modulations during self-generated affective states.Frontiers in psychology · 2024Article
- Spatiotemporal Dynamics of Memory Encoding and Memory Retrieval States.Journal of cognitive neuroscience · 2023Article
- Influencing factors of novice pilot SA based on DEMATEL-AISM method: From pilots' view.Heliyon · 2023Article
- Quantitative assessment of pilot-endured workloads during helicopter flying emergencies: an analysis of physiological parameters during an autorotation.Scientific reports · 2021Article
- Microstates in complex and dynamical environments: Unraveling situational awareness in critical helicopter landing maneuvers.Human brain mapping · 2021Article
Corrections and comments
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Authors and funding
10 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Understanding decision-making in complex and dynamic environments is relevant for designing strategies targeting safety improvements and error rate reductions. However, studies evaluating brain dynamics in realistic situations are scarce in the literature. Given the evidence that specific microstates may be associated with perception and attention, in this work we explored for the first time the application of the microstate model in an ecological, dynamic and complex scenario. More specifically, we evaluated elite helicopter pilots during engine-failure missions in the vicinity of the so called "dead man's curve," which establishes the operational limits for a safe landing after the execution of a recovery maneuver (autorotation). Pilots from the Brazilian Air Force flew a AS-350 helicopter in a certified aerodrome and physiological sensor data were synchronized with the aircraft's flight test instrumentation. We assessed these neural correlates during maneuver execution, by comparing their modulations and source reconstructed activity with baseline epochs before and after flights. We show that the topographies of our microstate templates with 4, 5, and 6 classes resemble the literature, and that a distinct modulation characterizes decision-making intervals. Moreover, the source reconstruction result points to a differential activity in the medial prefrontal cortex, which is associated to emotional regulation circuits in the brain. Our results suggest that microstates are promising neural correlates to evaluate realistic situations, even in a challenging and intrinsically noisy environment. Furthermore, it strengthens their usage and expands their application for studying cognition under more realistic conditions.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.