Digital Commons Network^™

Rapid Triage For Ischemic Stroke: A Machine Learning-Driven Approach In The Context Of Predictive, Preventive And Personalised Medicine, Yulu Zheng, Zheng Guo, Yanbo Zhang, Jianjing Shang, Leilei Yu, Ping Fu, Yizhi Liu, Xingang Li, Hao Wang, Ling Ren, Wei Zhang, Haifeng Hou, Xuerui Tan, Wei Wang, Global Health Epidemiology Reference Group (Gherg)

Research outputs 2022 to 2026

Background

Recognising the early signs of ischemic stroke (IS) in emergency settings has been challenging. Machine learning (ML), a robust tool for predictive, preventive and personalised medicine (PPPM/3PM), presents a possible solution for this issue and produces accurate predictions for real-time data processing.

Methods

This investigation evaluated 4999 IS patients among a total of 10,476 adults included in the initial dataset, and 1076 IS subjects among 3935 participants in the external validation dataset. Six ML-based models for the prediction of IS were trained on the initial dataset of 10,476 participants (split participants into a training set [80%] and an internal …

Do Bird Communities Differ With Post-Fire Age In Banksia Woodlands Of South-Western Australia?, Robert A. Davis, Leonie E. Valentine, Michael D. Craig

Research outputs 2022 to 2026

Prescribed fire is a widespread management practice in fire-prone ecosystems that can have significant effects on fauna. To inform the development of appropriate prescribed burning regimes, we explored bird responses to time since fire in threatened Banksia woodlands in south-western Australia. We used area searches to estimate bird densities on 20 plots ranging from 1 to 26 years post fire. Fire had no significant effect on the overall bird community or any foraging guilds and there was no clear post-fire succession. Of the 26 frequently occurring species analysed, only two showed responses to fire, with yellow-rumped thornbills more abundant in …

Narrative Information On Secondhand Products In E-Commerce, Jian Xu, Zhe Li, Xuequn Wang, Chunyu Xia

Research outputs 2022 to 2026

Our study aims to examine how narrative information influences consumers’ perceived persuasiveness of secondhand product information. We conducted three experiments. The results show that narrative information leads to higher perceived persuasiveness when secondhand products are for self-use and lower perceived persuasiveness when secondhand products are not for self-use (studies 1, 2, and 3). Furthermore, its effect is mediated by reactance (studies 1 and 3). Our study contributes to the literature by clarifying the effect of narrative information on online secondhand shopping. For sellers, our study highlights how information dealing with usage-based attributes should be presented. For consumers, our study emphasizes …

A Large-Scale Genome-Wide Cross-Trait Analysis Reveals Shared Genetic Architecture Between Alzheimer’S Disease And Gastrointestinal Tract Disorders, Emmanuel O. Adewuyi, Eleanor K. O'Brien, Dale R. Nyholt, Tenielle Porter, Simon Laws

Research outputs 2022 to 2026

Consistent with the concept of the gut-brain phenomenon, observational studies suggest a relationship between Alzheimer’s disease (AD) and gastrointestinal tract (GIT) disorders; however, their underlying mechanisms remain unclear. Here, we analyse several genome-wide association studies (GWAS) summary statistics (N = 34,652–456,327), to assess the relationship of AD with GIT disorders. Findings reveal a positive significant genetic overlap and correlation between AD and gastroesophageal reflux disease (GERD), peptic ulcer disease (PUD), gastritis-duodenitis, irritable bowel syndrome and diverticulosis, but not inflammatory bowel disease. Cross-trait meta-analysis identifies several loci (P_{meta-analysis} < 5 × 10⁻⁸) shared by AD and GIT disorders (GERD and PUD) including …

5-Ht2 Receptor Antagonism Reduces Human Motoneuron Output To Antidromic Activation But Not To Stimulation Of Corticospinal Axons, Jacob R. Thorstensen, Janet L. Taylor, Justin J. Kavanagh

Research outputs 2022 to 2026

The intrinsic electrical properties of motoneurons strongly affect motoneuron excitability to fast-acting excitatory ionotropic inputs. Serotonin (5-HT) is a neurochemical that alters the intrinsic properties of motoneurons, whereby animal models and in vitro experiments indicate that 5-HT increases motoneuron excitability by activating 5-HT2 receptors on the somato-dendritic compartment. In the current study, we examined how antagonism of the 5-HT2 receptor affects motoneuron excitability in humans. We hypothesised that motoneuron excitability would be reduced. The 5-HT2 antagonist cyproheptadine was administered to 10 healthy participants in a double-blinded, placebo-controlled, crossover trial. Electrical cervicomedullary stimulation was used to deliver a synchronised excitatory volley …

Curriculum Reform In Wales: Physical Education Teacher Educators' Negotiation Of Policy Positions, David Aldous, Victoria Evans, Dawn Penney

Research outputs 2022 to 2026

This paper reports on research that explored the experiences of secondary Physical Education Teacher Education (PETE) professionals' simultaneous negotiation and implementation of the new Curriculum for Wales (CfW) Health and Well-Being (HWB) Area of Learning and Experience (AoLE) and policies focused on the transformation of Initial Teacher Education (ITE) in Wales. The study was an exploratory case study of PETE professionals working within one university's ITE programme. Data were generated through documentary analysis of PETE and ITE programme materials and semi-structured interviews with staff involved in programme management and delivery. Data analysis employed Ball and colleagues' conceptualisation of policy actors …

Fine-Grained Ship Image Recognition Based On Bcnn With Inception And Am-Softmax, Zhilin Zhang, Ting Zhang, Zhaoying Liu, Peijie Zhang, Shanshan Tu, Yujian Li, Muhammad Waqas

Research outputs 2022 to 2026

The fine-grained ship image recognition task aims to identify various classes of ships. However, small inter-class, large intra-class differences between ships, and lacking of training samples are the reasons that make the task difficult. Therefore, to enhance the accuracy of the fine-grained ship image recognition, we design a fine-grained ship image recognition network based on bilinear convolutional neural network (BCNN) with Inception and additive margin Softmax (AM-Softmax). This network improves the BCNN in two aspects. Firstly, by introducing Inception branches to the BCNN network, it is helpful to enhance the ability of extracting comprehensive features from ships. Secondly, by adding …

Openness About Sexual Orientation And Exposure To Workplace Bullying, Helge Hoel, Duncan Lewis, Anna Einarsdottir, Guy Notelaers

Research outputs 2022 to 2026

Previous studies of workplace bullying have not investigated whether Lesbian, Gay and Bisexual (LGB) employees experience bullying in similar or different ways to their heterosexual counterparts. This study reports on how and to what extent sexuality or sexual orientation influences the experience of workplace bullying and whether openness about sexual orientation elevates risks and shapes exposure to bullying. Using a large and rigorously compiled sample of the British working population comprising 500 non-heterosexuals and 722 heterosexuals (N = 1,222) and applying latent Class Cluster Analysis, a similar behavioural pattern of bullying for LGB employees emerged as for heterosexuals, although LGB …

Psychological Distress And Quality Of Life In Asymptomatic Adults Following Provision Of Imaging Results For Prevention Of Cardiovascular Disease Events: A Scoping Review, Reindolf Anokye, Ben Jackson, James Dimmock, Joanne M. Dickson, Lauren C. Blekkenhorst, Jonathan M. Hodgson, Joshua R. Lewis, Mandy Stanley

Research outputs 2022 to 2026

Aims Psychological distress and changes in health-related quality of life (HRQoL) may occur after screening for disease. Reporting outcomes related to potential benefits and harms of screening is a key recommendation in the guidelines for reporting high-quality trials or interventions. However, no reviews have directly investigated outcomes related to psychological distress and/or changes in HRQoL following imaging assessment of cardiovascular risk and communication of cardiovascular findings to asymptomatic adults. A scoping review was conducted to map research on psychological distress and/or HRQoL following screening. Methods and results

Six electronic databases (MEDLINE, PsychINFO, Social Work Abstracts, Psychology and Behavioural Sciences Collection, …

Suffering To Save Lives: Torture, Cruelty, And Moral Disengagement In Australia’S Offshore Detention Centres, Jamal Barnes

Research outputs 2022 to 2026

Since Australia re-established offshore processing on Manus Island and Nauru in 2012, there have been ongoing reports that asylum seekers and refugees are being subjected to torture and cruel, inhuman or degrading treatment or punishment (CIDT). People in detention have endured indefinite detention, inadequate provision of health care, and sexual, physical, and mental harm as the government attempts to ‘stop the boats’ and prevent deaths at sea. How can Australia continue to violate the UN Convention against Torture and Other Cruel, Inhuman or Degrading Treatment or Punishment, while at the same time, promote its offshore detention policies worldwide? This article …

Mediation Roles Of Pedagogical Approaches And Personality Traits In Entrepreneurial Curriculum Design And Entrepreneurial Intention Nexus, Victor Fannam Nunfam, Ebenezer Afrifa-Yamoah, Akanganngang Joseph Asitik

Research outputs 2022 to 2026

Planned behaviour theory was used in a path analysis modelling to investigate the serial mediation role of teaching methods and personality traits (locus of control, need for achievement and entrepreneurial attitude) in the relationship between entrepreneurship curriculum and entrepreneurial intention among university students in Ghana. A proposed 40-item instrument was used to measure outcomes for six constructs (3 personality trait constructs, entrepreneurship curriculum, teaching methods and entrepreneurial intention) for 324 participants. Acceptable convergent, divergent and construct validity scores were observed for the instrument. Teaching methods fully mediated the first-order relationships between entrepreneurial curriculum and each personality traits. The three constructs …

Determinants Of Switching Intention In The Electricity Markets - An Integrated Structural Model Approach, Shahid Hussain, Pi-Shen Seet, Maria Ryan, Mohammad Iranmanesh, Helen Cripps, Abdul Salam

Research outputs 2022 to 2026

This study adopts an integrated approach and combines the theory of planned behavior and push-pull theory to unpack the antecedents of customer switching intention in a contextual setting (Western Australia) that has a regulated electricity market. Partial least squares structural equation modeling was used to analyze data from a survey of 405 retail electricity consumers, which reveals that perceived relative price, electronic word-of-mouth, customer-based reputation of a service provider, past switching experience, and subjective norms significantly influence attitude toward switching and switching intention. Our findings contribute to the literature on retail electricity markets by showing the importance of customer-based reputation …

“It Only Hurts When I Laugh”: Tolerating Bullying Humour In Order To Belong At Work, Barbara Plester, Tim Bentley, Emily Brewer

Research outputs 2022 to 2026

Our study examines the impacts on workers when organisational humour is repeated, sustained, dominating, and potentially harmful, and thus can be considered to be bullying. In an ethnographic study of an idiosyncratic New Zealand IT company, we observed humour that was sexualised, dominating, and perpetrated by the most powerful organizational members. We argue that the compelling need for belonging in this extreme organizational culture influenced workers to accept bullying humour as just a joke and therefore acceptable and harmless even when it contravened societal workplace norms. Our contribution is in identifying and extending the significant theoretical relationship between workplace humour …

Addressing Filicide In Ghana: Linking Cultural Understanding With The Law Against Filicide. Does The Law Work?, Alhassan Abdullah, Margarita Frederico, Felix Mensah, Hajara Bentum, Yihang Wang, Jennifer Litela Asare

Research outputs 2022 to 2026

Introduction: Consistent with international promulgation on the criminalization of filicide, Ghana’s Children’s Act 1998 (560) and the Criminal Justice Act criminalizes any form of torture against children. Yet, perpetrators of filicide in Ghana may go unpunished due to the beliefs in cultural norms that justify filicide acts. The cultural narratives of filicide can impede on the application and effectiveness of the laws of filicide. Method: The study employed a vignette approach to explore the views of 19 adults, who were parents between 69 years of age and 30 years of age, in rural and urban Ghana on the laws of …

Ancestral Sars-Cov-2, But Not Omicron, Replicates Less Efficiently In Primary Pediatric Nasal Epithelial Cells, Yanshan Zhu, Keng Yih Chew, Melanie Wu, Anjana C. Karawita, Georgina Mccallum, Lauren E. Steele, Ayaho Yamamoto, Larisa I. Labzin, Tejasri Yarlagadda, Alexander A. Khromykh, Xiaohui Wang, Julian D. J. Sng, Claudia J. Stocks, Yao Xia, Tobias R. Kollmann, David Martino, Merja Joensuu, Frédéric A. Meunier, Giuseppe Balistreri, Helle Bielefeldt-Ohmann, Asha C. Bowen, Anthony Kicic, Peter D. Sly, Kirsten M. Spann, Kirsty R. Short

Research outputs 2022 to 2026

Children typically experience more mild symptoms of Coronavirus Disease 2019 (COVID-19) when compared to adults. There is a strong body of evidence that children are also less susceptible to Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infection with the ancestral viral isolate. However, the emergence of SARS-CoV-2 variants of concern (VOCs) has been associated with an increased number of pediatric infections. Whether this is the result of widespread adult vaccination or fundamental changes in the biology of SARS-CoV-2 remain to be determined. Here, we use primary nasal epithelial cells (NECs) from children and adults, differentiated at an air-liquid interface to …

Assessment And Monitoring Of Achilles Tendinopathy In Clinical Practice: A Qualitative Descriptive Exploration Of The Barriers Clinicians Face, Myles Calder Murphy, James Debenham, Caroline Bulsara, Paola Chivers, Ebonie Kendra Rio, Sean Docking, Mervyn Travers, William Gibson

Research outputs 2022 to 2026

Our primary objective was to explore the barriers preventing clinicians from implementing what they think is ideal practice as it relates to using tools to aid diagnosis and monitor progress in mid-portion Achilles tendinopathy. Our secondary objectives were to describe the assessments employed by clinicians in their own practice to aid with (a) diagnosis and (b) monitoring progress in Achilles tendinopathy and explore the outcome measure domains clinicians believe to be the most and least important when managing patients with Achilles tendinopathy. We employed a qualitative descriptive study design. Thirteen participants (eight female, five male) from across Australia, consisting of …

Barriers And Facilitators To Hiv Prevention Interventions For Reducing Risky Sexual Behavior Among Youth Worldwide: A Systematic Review, Fungai Mbengo, Esther Adama, Amanda Towell-Barnard, Arvin Bhana, Maggie Zgambo

Research outputs 2022 to 2026

Background: Interventions aimed at reducing risky sexual behavior are considered an important strategy for averting Human Immunodeficiency Virus (HIV) infection among youth (15-24 years) who continue to be at risk of the disease. Enhancing intervention success requires a comprehensive understanding of the barriers and facilitators to interventions targeting youth. However, there is lack of a systematic review of both quantitative and qualitative studies to comprehensively identify and synthesize barriers and facilitators to HIV prevention interventions for reducing risky sexual behavior among youth worldwide. This review aimed to identify and synthesize barriers and facilitators to HIV prevention interventions for reducing risky …

Bioturbation By Echidna (Tachyglossus Aculeatus) In A Forest Habitat, South-Western Australia, Shannon J. Dundas, Lara Osborne, Anna J. M. Hopkins, Katinka X. Ruthrof, Patricia A. Fleming

Research outputs 2022 to 2026

Bioturbation by digging animals is important for key forest ecosystem processes such as soil turnover, decomposition, nutrient cycling, water infiltration, seedling recruitment, and fungal dispersal. Despite their widespread geographic range, little is known about the role of the short-beaked echidna (Tachyglossus aculeatus) in forest ecosystems. We measured the density and size of echidna diggings in the Northern Jarrah Forest, south-western Australia, to quantify the contribution echidna make to soil turnover. We recorded an overall density of 298 echidna diggings per hectare, 21 % of which were estimated to be less than 1 month old. The average size of digs was …

Changes To The Gut Microbiome In Young Children Showing Early Behavioral Signs Of Autism, Jacquelyn Jones, Stacey N. Reinke, Mahsa Mousavi-Derazmahalleh, Debra J. Palmer, Claus T. Christophersen

Research outputs 2022 to 2026

The human gut microbiome has increasingly been associated with autism spectrum disorder (ASD), which is a neurological developmental disorder, characterized by impairments to social interaction. The ability of the gut microbiota to signal across the gut-brain-microbiota axis with metabolites, including short-chain fatty acids, impacts brain health and has been identified to play a role in the gastrointestinal and developmental symptoms affecting autistic children. The fecal microbiome of older children with ASD has repeatedly shown particular shifts in the bacterial and fungal microbial community, which are significantly different from age-matched neurotypical controls, but it is still unclear whether these characteristic shifts …

Cohort Profile: The Growing Up Healthy Study (Guhs)—A Prospective And Observational Cohort Study Investigating The Long-Term Health Outcomes Of Offspring Conceived After Assisted Reproductive Technologies, Roger J. Hart, Blagica Penova-Veselinovic, Laura A. Wijs, John L. Yovich, Peter Burton

Research outputs 2022 to 2026

Worldwide, over 8 million children and adults are conceived following assisted reproductive technologies (ART), and their long-term health is of consequential public health interest. The objective of this paper is to describe the Growing up Healthy Study (GUHS) cohort in detail, publicise it and invite collaboration. Combining the data collected in the GUHS with other cohorts or databases will improve the much-needed knowledge about the effects of ART, and allow for better understanding of the long-term health outcomes of offspring conceived after ART. The GUHS cohort is a prospective observational study of adolescents and young adults conceived after assisted reproductive …

Covid-19 Restrictions And Psychological Well-Being Of Fathers With Infants Admitted To Nicu—An Exploratory Cross-Sectional Study, Esther Abena Adama, Flora Koliouli, Livio Provenzi, Nancy Feeley, Edwin Van Teijlingen, Jillian Ireland, Frances Thomson-Salo, Minesh Khashu, Finesse Group

Research outputs 2022 to 2026

Aim

To describe the impact of the COVID-19 restrictions on the caregiving activities and psychological well-being of fathers with infants admitted to neonatal units.

Methods

Cross-sectional study using adapted COPE-IS and COPE-IU tools. Participants' recruitment occurred online via social media and parents' associations. Online survey in English, French and Italian were distributed and promoted via websites and social media platforms of parent's associations. The study was undertaken across 12 countries in Asia, Australia, Africa and Europe.

Results

A total of 108 fathers of NICU infants completed the survey. COVID-19 related restrictions were categorised into 3 types: no restrictions, partial and …

Editorial: Fire Regimes In Desert Ecosystems: Drivers, Impacts And Changes, Eddie J. B. Van Etten, Matthew L. Brooks, Aaron C. Greenville, Glenda M. Wardle

Research outputs 2022 to 2026

Although not commonly associated with fire, many desert ecosystems across the globe do occasionally burn, and there is evidence that fire incidences are increasing, leading to altered fire regimes in this biome. The increased prevalence of megafires (wildfires > 10,000 ha in size and typically damaging) in most global biomes is linked to climate change, although those occurring in deserts have received far less attention, from both a research and policy perspective, than that of forested ecosystems (Linley et al., 2022). Understanding the drivers of desert fires, from climate to landscape patterns of hydrology and soil, and how these may be …

Congenital Anomaly Epidemiological Correlates Of Δ8thc Across Usa 2003–16: Panel Regression And Causal Inferential Study, Albert Stuart Reece, Gary Kenneth Hulse

Research outputs 2022 to 2026

Δ8-Tetrahydrocannabinol (Δ8THC) is marketed in many US states as ‘legal weed’. Concerns exist relating to class-wide genotoxic cannabinoid effects. We conducted an epidemiological investigation of Δ8THC-related genotoxicity expressed as 57 congenital anomaly (CA) rates (CARs) in the USA. CARs were taken from the Centers for Disease Control, Atlanta, Georgia. Drug exposure data were taken from the National Survey of Drug Use and Health, with a response rate of 74.1%. Ethnicity and income data were taken from the US Census Bureau. National cannabinoid exposure was taken from Drug Enforcement Agency publications and multiplied by state cannabis use data to derive state-based …

Evidence For Global Health Care Interventions For Preterm Or Low Birth Weight Infants: An Overview Of Systematic Reviews, Karen Edmond, Natalie Strobel

Research outputs 2022 to 2026

Contex: Twenty-four research questions (framed as population, intervention, comparator, and outcomes) for global health care interventions for preterm and low birth weight (LBW) infants were identified at a World Health Organization guideline development group expert meeting in December 2020. Objective: To describe which systematic reviews had addressed these research questions in the last 3 years. Data sources: Medline (Ovid); the Cochrane Database of Systematic Reviews; the Cochrane Database of Systematic Review Protocols; and the PROSPERO International prospective register of systematic reviews databases from January 1, 2019 to December 31, 2021 were used.Randomized controlled trials or observational studies. Two reviewers independently …

Explaining Adults’ Mental Health Help-Seeking Through The Lens Of The Theory Of Planned Behavior: A Scoping Review, Claire Adams, Eyal Gringart, Natalie Strobel

Research outputs 2022 to 2026

Background: Despite evidence-based efficacy, mental health services are underutilized due to low rates of help-seeking, leaving unmet mental health needs a global concern. The Theory of Planned Behavior (TPB) has been applied to understand the help-seeking process and in the development of behavior change interventions. The aim of this scoping review was to map the literature on the TPB as applied to mental health help-seeking in adults aged > 18 years. Methods: This scoping review was conducted based on the methodology presented by Arksey and O’Malley (2005). Six databases (CINAHL, PsycINFO, MEDLINE, ProQuest Health and Medicine, ProQuest Dissertations and Theses, Web …

Flavonoid Intakes Inversely Associate With Copd In Smokers, Nicola P. Bondonno, Benjamin H. Parmenter, Frederik Dalgaard, Kevin Murray, Daniel Bech Rasmussen, Cecilie Kyrø, Aedin Cassidy, Catherine P. Bondonno, Joshua R. Lewis, Kevin D. Croft, Gunnar Gislason, Augustin Scalbert, Anne Tjønneland, Kim Overvad, Anja Olsen, Jonathan M. Hodgson

Research outputs 2022 to 2026

Introduction: Higher flavonoid intakes are beneficially associated with pulmonary function parameters; however, their association with chronic obstructive pulmonary disease (COPD) is unknown. This study aimed to examine associations between intakes of 1) total flavonoids, 2) flavonoid subclasses and 3) major flavonoid compounds with incident COPD in participants from the Danish Diet, Cancer and Health study. Methods: This prospective cohort included 55 413 men and women without COPD, aged 50-65 years at recruitment. Habitual flavonoid intakes at baseline were estimated from a food frequency questionnaire using Phenol-Explorer. Danish nationwide registers were used to identify incident cases of COPD. Associations were modelled …

Finding Geodesics Joining Given Points, Lyle Noakes, Erchuan Zhang

Research outputs 2022 to 2026

Finding a geodesic joining two given points in a complete path-connected Riemannian manifold requires much more effort than determining a geodesic from initial data. This is because it is much harder to solve boundary value problems than initial value problems. Shooting methods attempt to solve boundary value problems by solving a sequence of initial value problems, and usually need a good initial guess to succeed. The present paper finds a geodesic γ: [0 , 1] → M on the Riemannian manifold M with γ(0) = x0 and γ(1) = x1 by dividing the interval [0,1] into several sub-intervals, preferably just …

Effects Of Cannabis On Congenital Limb Anomalies In 14 European Nations: A Geospatiotemporal And Causal Inferential Study, Albert Stuart Reece, Gary Kenneth Hulse

Research outputs 2022 to 2026

Cannabinoid exposure is increasing in some European nations. Europe therefore provides an interesting test environment for the recently reported link between cannabis exposure and congenital limb anomaly (CLA) rates (CLARs). Exponential genotoxic dose–response relationships make this investigation both intriguing and imperative. Annual CLAR in 14 nations were from Epidemiological Surveillance of Congenital Anomalies. Drug use rates were from European Monitoring Centre for Drugs and Drug Dependency. Median household income was from the World Bank. E-values provide a quantitative measure of robustness of results to confounding by extraneous covariates. Inverse probability weighting is an important technique for equalizing exposures across countries …

Indigenous Online Creative Responses To The Covid-19 Pandemic Lockdown In Western Australia, Amy Budrikis, Clint Bracknell

Research outputs 2022 to 2026

In response to the worldwide COVID-19 pandemic in 2020, many communities of endangered Indigenous languages have utilised digital technologies and created online language resources with renewed motivation. In this article we explore the ways that Noongar community members have shifted, adapted and persisted in creating new language revitalisation resources for their endangered Aboriginal language, describing three case studies of video content created and shared online through social media as localised responses to the pressing need for easily produced, accessible and engaging online approaches to support Indigenous communities and their languages.

Impacts Of Atmospheric Stilling And Climate Warming On Cyanobacterial Blooms: An Individual-Based Modelling Approach, Mohammad Hassan Ranjbar, David P. Hamilton, Amir Etemad-Shahidi, Fernanda Helfer

Research outputs 2022 to 2026

Harmful algal blooms of the freshwater cyanobacteria genus Microcystis are a global problem and are expected to intensify with climate change. In studies of climate change impacts on Microcystis blooms, atmospheric stilling has not been considered. Stilling is expected to occur in some regions of the world with climate warming, and it will affect lake stratification regimes. We tested if stilling could affect water column Microcystis distributions using a novel individual-based model (IBM). Using the IBM coupled to a three-dimensional hydrodynamic model, we assessed responses of colonial Microcystis biomass to wind speed decrease and air temperature increase projected under a …