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Submissions from 2022

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A supervised rare anomaly detection technique via cooperative co-evolution-based feature selection using benchmark UNSW_NB15 dataset, A N M BAZLUR RASHID, Mohiuddin Ahmed, and Sheikh R. Islam

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Anomaly detection in cybersecurity datasets via cooperative co-evolution-based feature selection, Bazlur A. N. M. Rashid, Mohiuddin Ahmed, Leslie F. Sikos, and Paul Haskell-Dowland

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Faking smart industry: A honeypot-driven approach for exploring cyber security threat landscape, S. M. Z. U. Rashid, Ashfaqul Haq, Sayed T. Hasan, Md Hasan Furhad, Mohiuddin Ahmed, and Abu S.S.M. Barkat Ullah

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How a 7-week food literacy cooking program affects cooking confidence and mental health: Findings of a quasi-experimental controlled intervention trial, Joanna Rees, Shih Ching Fu, Johnny Lo, Ros Sambell, Joshua R. Lewis, Claus T. Christophersen, Matthew F. Byrne, Robert U. Newton, Siobhan Boyle, and Amanda Devine

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Mathematics assessment integrity during lockdown: Experiences in running online un-invigilated exams, Steven Richardson

Seagrass soils as paleoenvironmental tools and biogeochemical sinks for management, Cristian C. Salinas Zapata

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Characterisation of lung function trajectories and associated early-life predictors in an Australian birth cohort study, Francesca Sanna, Francesca Locatelli, Peter D. Sly, Elisha White, Jane Heyworth, Graham L. Hall, Rachel E. Foong, and David Blake

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Automatic and fast classification of barley grains from images: A deep learning approach, Syed Afaq Ali Shah, Hao Luo, Putu Dita Pickupana, Alexander Ekeze, Ferdous Sohel, Hamid Laga, Chengdao Li, Blakely Paynter, and Penghao Wang

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Effects of fine-scale population structure on the distribution of heterozygosity in a long-term study of antirrhinum majus, Parvathy Surendranadh, Louise Arathoon, Carina A. Baskett, David L. Field, Melinda Pickup, and Nicholas H. Barton

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Tracking the impacts of nutrient inputs on estuary ecosystem function, Alessandra L. Suzzi, Troy F. Gaston, Louise McKenzie, Debashish Mazumder, and Megan J. Huggett

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Evaluation of protein extraction methods for in-depth proteome analysis of narrow-leafed lupin (Lupinus angustifolius) seeds, Arineh Tahmasian, James A. Broadbent, Angéla Juhász, Mitchell Nye-Wood, Thao T. Le, Utpal Bose, and Michelle L. Colgrave

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Evaluation of the major seed storage proteins, the conglutins, across genetically diverse narrow-leafed lupin varieties, Arineh Tahmasian, Angéla Juhász, James A. Broadbent, Mitchell G. Nye-Wood, Thao T. Le, and Michelle L. Colgrave

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Stochastic modelling of mineral exploration targets, Hassan Talebi, Ute Mueller, Luk J. M. Peeters, Alex Otto, Patrice de Caritat, Raimon Tolosana-Delgado, and K. Gerald van den Boogaart

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A truly spatial random forests algorithm for geoscience data analysis and modelling, Hassan Talebi, Luk J. M. Peeters, Alex Otto, and Raimon Tolosana-Delgado

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Genetic insights into the introduction history of black rats into the eastern Indian Ocean, Vicki A A. Thomson, Andrew S. Wiewel, Russell Palmer, Neil Hamilton, Dave Algar, Caitlyn Pink, Harriet Mills, Ken P. Aplin, Geoffrey Clark, Atholl Anderson, Michael B. Herrera, Steven Myers, Terry Bertozzi, Philip J. Piper, Hitoshi Suzuki, and Steve Donnellan

Potential for resource competition between the boodie (Bettongia lesueur) and mala (Lagorchestes hirsutus) in the fenced Matuwa reserve, central Western Australia, Shannon Treloar

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Unsupervised learning for maximum consensus robust fitting: A reinforcement learning approach, Giang Truong, Huu Le, Erchuan Zhang, David Suter, and Syed Zulqarnain Gilani

Robust fitting: Assisted by semantic analysis and reinforcement learning, Ha-Giang Truong

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Being bombarded with delivery and post office text scams? Here’s why — and what can be done, Ismini Vasileiou and Paul Haskell-Dowland

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Effects of Tai Chi on the quality of life, mental wellbeing, and physical function of adults with chronic diseases: Protocol for a single-blind, two-armed, randomised controlled trial, Carol Chunfeng Wang, Johnny Lo, Sadie Geraghty, and Angela Wei Hong Yang

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Light acupuncture and five-element music therapy for nurses' mental health and well-being during and post-COVID-19: protocol for a randomised cross-over feasibility study, Carol Chunfeng Wang, Johnny Lo, Rosemary Saunders, Esther Adama, Caroline Bulsara, Christopher Etherton-Beer, and Angela Wei Hong Yang

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Filter-enhanced multi-user scheme for spatial modulation based optical wireless communication systems, Ke Wang, Kandeepan Sithamparanathan, and Kamal Alameh

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Morphology-dependent photocatalysis of graphitic carbon nitride for sustainable remediation of aqueous pollutants: A mini review, Shuaijun Wang, Jinqiang Zhang, Bin Li, Hongqi Sun, Shaobin Wang, and Xiaoguang Duan

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Probabilistic accumulate-then-transmit in wireless-powered covert communications, Yida Wang, Shihao Yan, Weiwei Yang, Caijun Zhong, and Derrick Wing Kwan Ng

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Porewater salinity influences germination of Ruppia polycarpa in variable estuarine habitats, Chanelle Webster

The influence of abiotic and biotic conditions on life cycle stages is critical for estuarine seagrass resilience, Chanelle Webster, Caitlyn O'Dea, Marta Sanchez, Paul Lavery, and Kathryn McMahon

Reconstruction of environmental change during the Holocene based on the multiproxy study of sedimentary archives, Axel Werner

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Towards evaluating the effectiveness of botnet detection techniques, Ashley Woodiss-Field, Michael N. Johnstone, and Paul Haskell-Dowland

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Voicing rivers, Sandra Wooltorton, Laurie Guimond, Peter Reason, Anne Poelina, and Pierre Horwitz

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Superstructures with atomic-level arranged perovskite and oxide layers for advanced oxidation with an enhanced non-free radical pathway, Li Yang, Yong Jiao, Xiaomin Xu, Yangli Pan, Chao Su, Xiaoguang Duan, Hongqi Sun, Shaomin Liu, Shaobin Wang, and Zongping Shao

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Unzipping MWCNTs for controlled edge- and heteroatom-defects in revealing their roles in gas-phase oxidative dehydrogenation of ethanol to acetaldehyde, Qi Yang, Xiaoxiong Huang, Jiaqi Zhang, Zhichang Xiao, Xiaoguang Duan, Shanke Zhou, Yue Niu, Hongqi Sun, Linjie Zhi, and Shaobin Wang

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Network forensics in the era of artificial intelligence, Wencheng Yang, Michael N. Johnstone, Song Wang, Nickson M. Karie, Nor M. B. Sahri, and James J. Kang

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A privacy-preserving ECG-based authentication system for securing wireless body sensor networks, Wencheng Yang and Song Wang

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Multimedia security and privacy protection in the internet of things: research developments and challenges, Wencheng Yang, Song Wang, Jiankun Hu, and Nickson M. Karie

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A linear convolution-based cancelable fingerprint biometric authentication system, Wencheng Yang, Song Wang, James Jin Kang, Michael N. Johnstone, and Aseel Bedari

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Crystallinity and valence states of manganese oxides in fenton-like polymerization of phenolic pollutants for carbon recycling against degradation, Yangyang Yang, Panpan Zhang, Kunsheng Hu, Peng Zhou, Yuxian Wang, Abdul Hannan Asif, Xiaoguang Duan, Hongqi Sun, and Shaobin Wang

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Atomic H* mediated fast decontamination of antibiotics by bubble-propelled magnetic iron-manganese oxides core-shell micromotors, Heng Ye, Shengnan Wang, Yong Wang, Peiting Guo, Liying Wang, Chengke Zhao, Shuqing Chen, Yimai Chen, Hongqi Sun, Shaobin Wang, and Xing Ma

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Human-robot interaction torque estimation methods for a lower limb rehabilitation robotic system with uncertainties, Juan C. Yepes, Santiago Rúa, Marisol Osorio, Vera Z. Pérez, Jaime A. Moreno, Adel Al-Jumaily, and Manuel J. Betancur

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Highly dispersive ru confined in porous ultrathin g-C3N4 nanosheets as an efficient peroxymonosulfate activator for removal of organic pollutants, Yu Yin, Mengxuan Liu, Lei Shi, Shu Zhang, Rajan Arjan Kalyan Hirani, Chengzhang Zhu, Chuanxiang Chen, Aihua Yuan, Xiaoguang Duan, Shaobin Wang, and Hongqi Sun

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One-pot synthesis of boron and nitrogen co-doped nanocarbons for efficient catalytic reduction of nitrophenols, Jie Zhang, Weixiang Geng, Lei Shi, Chun Yang, Xiaoxin Zhang, Yi Geng, Rajan Arjan Kalyan Hirani, Xinyuan Xu, Juntao Wei, Yu Jing, Shu Zhang, Hong Zhang, Shaobin Wang, and Hongqi Sun

Submissions from 2021

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Deep ocean metagenomes provide insight into the metabolic architecture of bathypelagic microbial communities, Silvia G. Acinas, Pablo Sánchez, Guillem Salazar, Francisco M. Cornejo-Castillo, Marta Sebastián, Ramiro Logares, Marta Royo-Llonch, Lucas Paoli, Shinichi Sunagawa, Pascal Hingamp, Hiroyuki Ogata, Gipsi Lima-Mendez, Simon Roux, José M. González, Jesús M. Arrieta, Intikhab S. Alam, Allan Kamau, Chris Bowler, Jeroen Raes, Stéphane Pesant, Peer Bork, Susana Agustí, Takashi Gojobori, Dolors Vaqué, Matthew B. Sullivan, Carlos Pedrós-Alió, Ramon Massana, Carlos M. Duarte, and Josep M. Gasol

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The psychosocial impact of rare diseases among children and adolescents attending mainstream schools in Western Australia, Esther A. Adama, Diana Arabiat, Mandie Foster, Ebenezer Afrifa-Yamoah, K. Runions, R. Vithiatharan, and A. Lin

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Denitrification within the sediments and epiphyton of tropical macrophyte stands, Maria F. Adame, Nathan J. Waltham, Naima Iram, Bahareh S. Farahani, Cristian Salinas, Michele Burford, and Mike Ronan

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Mangroves in arid regions: Ecology, threats, and opportunities, M. F. Adame, R. Reef, N. S. Santini, E. Najera, M. P. Turschwell, M. A. Hayes, Pere Masqué, and C. E. Lovelock

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Construct validity of the suboptimal health status questionnaire-25 in a Ghanaian population, Eric Adua, Ebenezer Afrifa-Yamoah, Kwasi Frimpong, Esther A. Adama, Shantha P. Karthigesu, Enoch Odame Anto, Emmanuel Aboagye, Yuxiang Yan, Youxin Wang, Xuerui Tan, and Wei Wang

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Predictive model and feature importance for early detection of type II diabetes mellitus, Eric Adua, Emmanuel A. Kolog, Ebenezer Afrifa-Yamoah, Bright Amankwah, Christian Obirikorang, Enoch O. Anto, Emmanuel Acheampong, Wei Wang, and Antonia Y. Tetteh

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N-glycosylation profiling of Type 2 diabetes mellitus from baseline to follow-up: An observational study in a Ghanaian population, Eric Adua, Elham Memarian, Ebenezer Afrifa-Yamoah, Alyce Russell, Irena Trbojević-Akmačić, Ivan Gudelj, Julija Jurić, Peter Roberts, Gordan Lauc, and Wei Wang

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Imputation, modelling and optimal sampling design for digital camera data in recreational fisheries monitoring, Ebenezer Afrifa-Yamoah

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Imputation of missing count data of recreational boat retrievals from remote camera surveys in the Perth Metropolitan region, Western Australia, Ebenezer Afrifa-Yamoah, S. M. Taylor, C J. Desfosses, and Ute A. Mueller

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Modelling climatic and temporal influences on boating traffic with relevance to digital camera monitoring of recreational fisheries, Ebenezer Afrifa-Yamoah, Stephen M. Taylor, and Ute A. Mueller

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A novel deep neuroevolution-based image classification method to diagnose coronavirus disease (COVID-19), Sajad Ahmadian, Seyed Mohammad Jafar Jalali, Syed Mohammed Shamsul Islam, Abbas Khosravi, Ebrahim Fazli, and Saeid Nahavandi

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New Chia cryptocurrency promises to be greener than Bitcoin, but may drive up hard drive prices, Mohiuddin Ahmed

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ECU-IoHT: A dataset for analyzing cyberattacks in Internet of health things, Mohiuddin Ahmed, Surender Byreddy, Anush Nutakki, Leslie F. Sikos, and Paul Haskell-Dowland

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Is Google getting worse? Increased advertising and algorithm changes may make it harder to find what you’re looking for, Mohiuddin Ahmed and Paul Haskell-Dowland

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A blockchain-based emergency message transmission protocol for cooperative VANET, Mohiuddin Ahmed, Nour Moustafa, A. F. M. S. Akhter, Imran Razzak, Ehsanuzzaman Surid, Adnan Anwar, A. F. M. S. Shah, and Ahmet Zengin

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Yet another investigation on blockchain in smart healthcare, Mohiuddin Ahmed, Shahrin Zubair, A. F.M. Suaib Akhter, and Abu S. S. M. Barkat Ullah

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A blockchain-based authentication protocol for cooperative vehicular ad hoc network, A. F. M. S. Akhter, Mohiuddin Ahmed, A. F. M. S. Shah, Adnan Anwar, A. S. M. Kayes, and Ahmet Zengin

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A secured privacy-preserving multi-level blockchain framework for cluster based VANET, A. F.M.Suaib Akhter, Mohiuddin Ahmed, A. F.M.Shahen Shah, Adnan Anwar, and Ahmet Zengin

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Resetting the baseline: CT-based COVID-19 diagnosis with deep transfer learning is not as accurate as widely thought, Fouzia Altaf, Syed M. S. Islam, and Naveed Akhtar

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Boosting deep transfer learning for COVID-19 classification, Fouzia Altaf, Syed M. S. Islam, Naeem K. Janjua, and Naveed Akhtar

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Enhancement of healthcare data performance metrics using neural network machine learning algorithms, Qi An, Patryk Szewczyk, Michael N. Johnstone, and James Jin Kang

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Fabrication of black silicon via metal-assisted chemical etching—a review, Mohammad Yasir Arafat, Mohammad Aminul Islam, Ahmad W. B. Mahmood, Fairuz Abdullah, Mohammad Nur-E-Alam, Tiong Sieh Kiong, and Nowshad Amin

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Tidal and nontidal marsh restoration: A trade-off between carbon sequestration, methane emissions, and soil accretion, Ariane Arias-Ortiz, Patricia Y. Oikawa, Joseph Carlin, Pere Masqué, Julie Shahan, Sadie Kanneg, Adina Paytan, and Dennis D. Baldocchi

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Exploring abandoned mines through a public lens, Adam D. Ashby and Eddie J. B. van-Etten

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Dynamics and fate of blue carbon in a mangrove–seagrass seascape: Influence of landscape configuration and land-use change, Maria E. Asplund, Martin Dahl, Rashid O. Ismail, Ariane Arias-Ortiz, Diana Deyanova, João N. Franco, Linus Hammar, Arielle I. Hoamby, Hans W. Linderholm, Liberatus D. Lyimo, Diana Perry, Lina M. Rasmusson, Samantha N. Ridgway, Gloria Salgado Gispert, Stéphanie D’Agata, Leah Glass, Jamal Angelot Mahafina, Volanirina Ramahery, Pere Masque, Mats Björk, and Martin Gullström

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A novel augmented deep transfer learning for classification of COVID-19 and other thoracic diseases from X-rays, Fouzia Atlaf, Syed M. S. Islam, and Naeem K. Janjua

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Whisper: A location privacy-preserving scheme using transmission range changing for internet of vehicles, Messaoud Babaghayou, Nabila Labraoui, Ado A. Abba Ari, Mohamed A. Ferrag, Leandros Maglaras, and Helge Janicke

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Application of mass spectrometry-based proteomics to barley research, Mahya Bahmani, Clare E. O'Lone, Angéla Juhász, Mitchell Nye-Wood, Hugh Dunn, Ian B. Edwards, and Michelle L. Colgrave

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Comparison of streamflow recession between plantations and native forests in small catchments in Central-Southern Chile, Francisco Balocchi, Neftali Flores, José Luis Arumí, Andrés Iroumé, Don A. White, Richard P. Silberstein, and Pablo Ramírez de Arellano

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Forestal arauco experimental research catchments; Daily rainfall-runoff for 10 catchments with different forest types in Central-Southern Chile, Francisco Balocchi, Don A. White, Richard P. Silberstein, and Pablo Ramírez de Arellano

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RMIT attack underlines need to train all uni staff in cyber safety, Abu Barkat ullah and Mohiuddin Ahmed

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Design, development, and characterization of low distortion advanced semitransparent photovoltaic glass for buildings applications, Mohammad Khairul Basher, Mohammad N. E. Alam, and Kamal Alameh

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Evaluating the impact of sandbox applications on live digital forensics investigation, Reem Bashir, Helge Janicke, and Wen Zeng

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Edible coatings maintain the phytochemicals in cold-stored ‘Kinnow’ mandarin (Citrus nobilis Lour x C. deliciosa Tenora) fruit, Arvind Kumar Baswal, Harvinder Singh Dhaliwal, Zora Singh, Bal Vipan Chander Mahajan, and Anu Kalia

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Infrequent pattern detection for reliable network traffic analysis using robust evolutionary computation, A. N. M. Bazlur Rashid, Mohiuddin Ahmed, and Al-Sakib K. Pathan

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Design of cancelable MCC-based fingerprint templates using dyno-key model, Aseel Bedari, Song Wang, and Wencheng Yang

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Thermal optima of gross primary productivity are closely aligned with mean air temperatures across Australian wooded ecosystems, Alison C. Bennett, Stefan K. Arndt, Lauren T. Bennett, Jürgen Knauer, Jason Beringer, Anne Griebel, Nina Hinko-Najera, Michael J. Liddell, Daniel Metzen, Elise Pendall, Richard P. Silberstein, Timothy J. Wardlaw, William Woodgate, and Vanessa Haverd

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Is Australia really lost in space?, Brett Biddington

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Fire in organic-rich wetland sediments: Inorganic responses in porewater, David Blake, Mary C. Boyce, William D. Stock, and Pierre Horwitz

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Aquatic ecosystems of the anthropocene: Limnology and microbial ecology of mine pit lakes, Melanie L. Blanchette and Mark A. Lund

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Taking an environmental ethics perspective to understand what we should expect from EIA in terms of biodiversity protection, Alan Bond, Jenny Pope, Angus Morrison-Saunders, and Francois Retief

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Protein extraction protocols for optimal proteome measurement and arginine kinase quantitation from cricket Acheta domesticus for food safety assessment, Utpal Bose, James A. Broadbent, Angéla Juhász, Shaymaviswanathan Karnaneedi, Elecia B. Johnston, Sally Stockwell, Keren Byrne, Vachiranee Limviphuvadh, Sebastian Maurer-Stroh, Andreas L. Lopata, and Michelle L. Colgrave

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Proteome and nutritional shifts observed in hordein double-mutant barley lines, Utpal Bose, Angéla Juhász, Ronald Yu, Mahya Bahmani, Keren Byrne, Malcolm Blundell, James A. Broadbent, Crispin A. Howitt, and Michelle L. Colgrave

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Quantitative mass spectrometry-based analysis of proteins related to cattle and their products – focus on cows’ milk beta-casein proteoforms, James A. Broadbent, Mark R. Condina, and Michelle L. Colgrave

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Phylogeography and population structure of the putative relict Reedia spathacea F.Muell. (Cyperaceae), Jessica Bruce

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To dine in or not to dine in: A comparison of food selection and preparation behaviours in those with and without food security, Lucy M. Butcher, Therese A. O’Sullivan, Maria M. Ryan, Johnny Lo, Julie Nyanjom, Hugh C. Wilkins, and Amanda Devine

Architectural analysis and customised deployment of deceptive cowrie and conpot honeypots, Warren Cabral

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Advanced cowrie configuration to increase honeypot deceptiveness, Warren Z. Cabral, Craig Valli, Leslie F. Sikos, and Samuel G. Wakeling

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Analysis of Conpot and Its BACnet features for cyber-deception, Warren Z. Cabral, Craig Valli, Leslie F. Sikos, and Samuel G. Wakeling

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Kynurenic acid may underlie sex-specific immune responses to COVID-19, Yuping Cai, Daniel J. Kim, Takehiro Takahashi, David I. Broadhurst, Hong Yan, Shuangge Ma, Nicholas J. W. Rattray, Arnau Casanovas-Massana, Benjamin Israelow, Jon Klein, Carolina Lucas, Tianyang Mao, Adam J. Moore, M. Catherine Muenker, Ji Eun Oh, Julio Silva, Patrick Wong, Albert I. Ko, Sajid A. Khan, Akiko Iwasaki, Caroline H. Johnson, and Yale IMPACT Research team

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An integrated approach to re-evaluate the validity of the family Leptobathynellidae (Crustacea: Bathynellacea), Ana I. Camacho, Paloma Mas-Peinado, Yenumula R. Reddy, Elia Bandari, Shabbudin Shaik, Giulia Perina, Beatriz A. Dorda, Adrian Casado, and Isabel Rey

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Degradation of selected pharmaceuticals detected in wastewater systems using an enzyme-mediator system and identification of resulting transformation products, Ionut Daniel Caraene, Yolanta Gruchlik, Francesco Busetti, Kathryn L. Linge, and Cynthia A. Joll

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Pathways to spatial subsidies by kelp in seagrass meadows, Audrey E. Cartraud, Paul S. Lavery, Caitlin M. Rae, and Glenn A. Hyndes

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Addressing the spectrum of strategic environmental assessment potential: Evolving practice in Thailand and its effectiveness, Chaunjit Chanchitpricha, Kanokporn Swangjang, and Angus Morrison-Saunders

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Quantum robust fitting, Tat-Jun Chin, David Suter, Shin-Fang Ch’ng, and James Quach

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Review of the analysis of 234Th in small volume (2–4 L) seawater samples: Improvements and recommendations, Samantha J. Clevenger, Claudia R. Benitez-Nelson, Jessica Drysdale, Steven Pike, Viena Puigcorbé, and Ken O. Buesseler

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What lies beneath: Predicting seagrass below-ground biomass from above-ground biomass, environmental conditions and seagrass community composition, C. J. Collier, L. M. Langlois, Kathryn M. McMahon, J. Udy, M. Rasheed, E. Lawrence, A. B. Carter, M. W. Fraser, and L. J. McKenzie

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Why bother calculating pi to 62.8 trillion digits? It’s both useless and fascinating, Julia Collins

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How to encourage cyber-safe behaviour at work without becoming the office grouch, Nathalie Collins, Jeff Volkheimer, and Paul Haskell-Dowland

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Thirty critical research needs for managing an ecologically and culturally unique remote marine environment: The Kimberley region of Western Australia, C. Cvitanovic, M. Mackay, R. Kelly, S. K. Wilson, K. Waples, K. L. Nash, E. I. van Putten, S. Field, T. Botterill-James, B. J. Austin, L. E. Beckley, F. Boschetti, M. Depczynski, R. J. Dobbs, R. D. Evans, M. Feng, R. K. Goater, A. R. Halford, A. Kendrick, G. A. Kendrick, G. D. B. Lincoln, L. J. Ludgerus, R. J. Lowe, Kathryn McMahon, J. K. Munro, S. J. Newman, C. Nutt, L. Pearson, M. J. O'Leary, Z. T. Richards, W. D. Robbins, D. I. Rogers, Chandra P. Salgado Kent, V. Schoepf, M. J. Travers, M. Thums, A. D. Tucker, J. N. Underwood, S. Whiting, D. Matthews, and Dambimangari Aboriginal Corporation