cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21979/n9/h4t4ny
title: Preregistration Documents for "Causal language in child-directed speech in Singapore"

description: Causal reasoning is an important cognitive competency that allows us to make predictions, categorise items, make decisions, problem-solve and more (Waldmann & Hagmayer, 2013). A causal event structure involves a cause: a prior event that occurs, and an effect: a result that occurs because of the prior event. When describing this cause-effect relationship, people use causal language to describe the events. Causal language could include phrases like “as a result”, or sentence structures like “because… so…”. Human depth of causal understanding seems to develop from a young age. Infants start using and learning causal language from 12-24 months (Gopnik, 1982). Research shows that structural cues of causal language facilitates casual understanding in young children, and parental use of causal language can predict children’s causal verb comprehension (Aktan-Erciyes & Göksun, 2021; Ger et al., 2021). Given the importance of causal reasoning and the influence of causal language on understanding on causality, this study aims to investigate the developmental trajectory of causal language used by parents with their children in the Singaporean context.
DOI: 10.21979/n9/h5laha
title: Related Data for: Active faults revealed and new constraints on their seismogenic depth from a high-resolution regional focal mechanism catalog in Myanmar (2016-2021)

description: Broadband seismic waveform data from the EOS-DMH-MEC network used in the relocation and gCAP inversion of earthquake focal mechanisms. SAC files for Event #49: 20190529_0154
DOI: 10.21979/n9/h73l8y
title: Supplementary materials and Matlab code for "Rules of co-occurring mutations characterize the antigenic evolution of human influenza A/H3N2, A/H1N1 and B viruses"

description: Background The human influenza viruses undergo rapid evolution (especially in hemagglutinin (HA), a glycoprotein on the surface of the virus), which enables the virus population to constantly evade the human immune system. Therefore, the vaccine has to be updated every year to stay effective. There is a need to characterize the evolution of influenza viruses for a better selection of vaccine candidates and the prediction of pandemic strains. Studies have shown that the influenza hemagglutinin evolution is driven by simultaneous mutations at antigenic sites. Here, we analyze simultaneous or co-occurring mutations in the HA protein of human influenza A/H3N2, A/H1N1 and B viruses to predict potential mutations, characterizing the antigenic evolution. Methods We obtain the rules of mutation co-occurrence using association rule mining after extracting HA1 sequences and detect co-mutation sites under strong selective pressure. Then we predict the potential drifts with specific mutations of the viruses based on the rules and compare the results with the “observed” mutations in different years. Results The sites under frequent mutations are in antigenic regions (epitopes) or receptor binding sites. Conclusions Our study demonstrates the co-occurring site mutations obtained by rule mining can capture the evolution of influenza viruses and confirms that cooperative interactions among sites of HA1 protein drive the influenza antigenic evolution. Electronic supplementary material The online version of this article (doi:10.1186/s12920-016-0230-5) contains supplementary material, which is available to authorized users. Code and data are also available at: https://github.com/Xinrui0523/comutation
DOI: 10.21979/n9/hejn6x
title: Related data for: Genetic regulation of injury induced heterotopic ossification in adult zebrafish

description: Genome-wide bulk RNA sequencing (RNASeq) of contused muscle from the caudal peduncle region of zebrafish at four time points: No injury (Control), 24 hours after single injury (SI), 24 hours after multiple injuries (MI), and 5 days after multiple injuries (D5MI). Dataset contains RNASeq FASTQ files.
DOI: 10.21979/n9/hjgxr3
title: Replication Data for: Low threshold and efficient multiple exciton generation in halide perovskite nanocrystals

description: Multiple exciton generation (MEG) or carrier multiplication, a process that spawns two or more electron–hole pairs from an absorbed high-energy photon (larger than two times bandgap energy Eg), is a promising way to augment the photocurrent and overcome the Shockley–Queisser limit. Conventional semiconductor nanocrystals, the forerunners, face severe challenges from fast hot-carrier cooling. Perovskite nanocrystals possess an intrinsic phonon bottleneck that prolongs slow hot-carrier cooling, transcending these limitations. Herein, we demonstrate enhanced MEG with 2.25Eg threshold and 75% slope efficiency in intermediate-confined colloidal formamidinium lead iodide nanocrystals, surpassing those in strongly confined lead sulfide or lead selenide incumbents. Efficient MEG occurs via inverse Auger process within 90 fs, afforded by the slow cooling of energetic hot carriers. These nanocrystals circumvent the conundrum over enhanced Coulombic coupling and reduced density of states in strongly confined nanocrystals. These insights may lead to the realization of next generation of solar cells and efficient optoelectronic devices.
DOI: 10.21979/n9/hmcb5l
title: data collected

description: from PLC
DOI: 10.21979/n9/i6kxc6
title: Growing Collection of Human Voices - Audio Release Form

description: The Growing Collection It is one of our goals to build up a collection of recordings from different communities around the world, which will help us to answer questions about the function and features of speech produced for different listeners. We are particularly interested in how child directed speech might highlight aspects of language which might facilitate learning, and how these features might differ from other types of speech. The more vocal recordings we add to this collection, the more powerful it will be in helping us to answer these questions. Data in the Growing Collection archives have been collected with the use of Release Forms in which people agree to the their audio recordings being made public. People who have agreed to release their audio into the Growing Collection have indicated their agreement using this form. Note that this Audio Release Form can be used with people whose voices are recorded for a certain purpose (e.g., creating stimuli for a study), and for participants in psychological/linguistic studies, where analysis of the voice is one of the primary targets of investigation. According to the team's research protocols, Release is separate from the Informed Consent to participate in a particular study, as some participant may want to participate, but may not want their audio to be made public. In line with this logic, Informed consent is collected before the recording begins, while Release Forms are completed at the end of a recording session - when a participant has knowledge of what is included in the recording. These release forms can be adapted for other purposes.
DOI: 10.21979/n9/izmnov
title: Cultural Loss and Climate Change – A New Field of Research

description: This paper introduces the field of study of the relationship of culture loss to climate change, its key rubrics, and the Singapore based "Cultural Loss and Climate Change Project". This is an interdisciplinary research project under the auspices of Nanyang Technology University and the National Research Centre for Contemporary Art.
DOI: 10.21979/n9/j8plxz
title: SM4: Regional FRESH plots

description: SM4 is a pdf file containing the regional plots of the cumulative number of FRESH from the associated paper: Burgos, V., Jenkins, S., Bebbington, M., Newhall, C., Taisne, B. (2022). A new perspective on eruption data completeness: insights from the First Recorded EruptionS in the Holocene (FRESH) database. Journal of Volcanology and Geothermal Research
DOI: 10.21979/n9/jn5w15
title: Third-Person Effects Of Pro-Environmental Narratives

description: This was a study of proenvironmental narratives
DOI: 10.21979/n9/frfmxv
title: Related Data for: Modulation of Instagram Number of Followings by Avoidance in Close Relationships in Young Adults Under a Gene x Environment Perspective

description: The advent of Social Networking Sites (SNSs) has determined radical changes in human social life, demanding to deepen investigations on the mechanisms underlying socialization processes on online platforms. The knowledge acquired from previous studies on in-person sociability could guide researchers to consider both environmental and genetic features as candidates of the online socialization. In the current research, we explored the impact of adult attachment's quality and the genetic properties of the Serotonin Transporter Gene (5-HTTLPR) on Instagram social behavior. Experiences in Close Relationships-Revised questionnaire was adopted to assess 57 Instagram users' attachment pattern in close relationship with their partner. Genotypes from the -HTTLPR/rs25531 region were extracted from the users' buccal mucosa and analyzed. Details on users' Instagram social behavior were acquired from four indexes: number of posts, number of followed users ("followings") and number followers, and the Social Desirability Index calculated from the followers to followings ratio. Although no interactions between rs25531 and ECR-R dimensions were found, results suggested an association between avoidance in close relationships and Instagram number of followings. Specifically, post-hoc analyses revealed that adult avoidance from the partner predicts the Instagram number of followings with good evidence. Moreover, users who reported high avoidance levels displayed fewer followings than users who reported low levels of avoidance. This research provides a window into the psychobiological understanding of online socialization on SNSs as Instagram.
DOI: 10.21979/n9/gxqqtb
title: 2d modelling code

description: Code for 2-d modelling of the Shillong-Bhutan GPS data
DOI: 10.21979/n9/hg9v1i
title: Ethereum degree distribution and influential players

description: In-degree and out-degree distribution and most influential wallet addresses for Ethereum
DOI: 10.21979/n9/hgfytj
title: Replication Data for: EMNAPE: Efficient Multi-Dimensional Neural Architecture Pruning for EdgeAI

description: This dataset is created to restore the related data of the following published paper: Hao Kong, Xiangzhong Luo, Shuo Huai, Di Liu, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu*, “EMNAPE: Efficient Multi-Dimensional Neural Architecture Pruning for EdgeAI”, ACM/IEEE Design, Automation and Test in Europe (DATE), 2023.
DOI: 10.21979/n9/hlicmo
title: Replication Data for: Review of Infant Neuroimaging Studies in the Past Decade (2009-2019)

description: The past decade has seen the emergence of neuroimaging studies of infant populations. Incorporating imaging has resulted in invaluable insights about neurodevelopment at the start of life. However, little has been enquired of the experimental specifications and study characteristics of typical findings. This review systematically screened empirical studies that used electroencephalography (EEG), magnetoencephalography (MEG), functional near-infrared spectroscopy (fNIRS), and functional magnetic resonance imaging (fMRI) on infants (max. age of 24 months). From more than 21,000 publications, a total of 710 records were included for analyses. With the exception of EEG studies, infant studies with MEG, fNIRS, and fMRI were most often conducted around birth and at 12 months. The vast majority of infant studies came from North America, with very few studies conducted in Africa, certain parts of South America, and Southeast Asia. Finally, longitudinal neuroimaging studies were inclined to adopt EEG, followed by fMRI, fNIRS, and MEG. These results show that there is compelling need for studies with larger sample sizes, studies investigating a broader range of infant developmental periods, and studies from under- and less-developed regions in the world. Addressing these shortcomings in the future will provide a more representative and accurate understanding of neurodevelopment in infancy.
DOI: 10.21979/n9/hzhbxi
title: Tunable electroluminescence for pure white emission from a perovskite-based LED

description: Raw data for project titled "Tunable electroluminescence for pure white emission from a perovskite-based LED"
DOI: 10.21979/n9/i7mxvp
title: Replication Data for: The yeast FIT2 homologs are necessary to maintain cellular proteostasis and membrane lipid homeostasis

description: Lipid droplets (LDs) are implicated in conditions of lipid and protein dysregulation. The fat storage inducing transmembrane (FIT) family induces LD formation. Here, we establish a model system to study the role of S. cerevisiae FIT homologues (ScFIT), SCS3 and YFT2, in proteostasis and stress response pathways. While LD biogenesis and basal endoplasmic reticulum (ER) stress-induced unfolded protein response (UPR) remain unaltered in ScFIT mutants, SCS3 was found essential for proper stress-induced UPR activation and for viability in the absence of the sole yeast UPR transducer IRE1. Devoid of a functional UPR, muted SCS3 exhibited accumulation of triacylglycerol within the ER along with aberrant LD morphology, suggesting a UPR-dependent compensatory mechanism. Additionally, SCS3 was necessary to maintain phospholipid homeostasis. Strikingly, global protein ubiquitination and the turnover of both ER and cytoplasmic misfolded proteins is impaired in ScFITΔ cells, while a screen for interacting partners of Scs3 identifies components of the proteostatic machinery as putative targets. Together, our data support a model where ScFITs play an important role in lipid metabolism and proteostasis beyond their defined roles in LD biogenesis.
DOI: 10.21979/n9/ibt89i
title: Team learning in laboratories

description: This is the data set for the project on Team Learning in Laboratories. The paper: The Impact of Collaborative Learning on Theoretical Understanding in Electrical Engineering Laboratories: A Quasi-Experimental Study, was presented at Frontiers in Education 2022 (FIE 2022), Upsala, Sweden, 8-11 October 2022 https://www.fie2022.org/detailed-program/
DOI: 10.21979/n9/icjxj3
title: Replication Data for: Importance of tides and winds in influencing the nonstationary behaviour of coastal currents in offshore Singapore

description: This dataset contains observational data of currents collected in Pulau Hantu and Kusu Island from March 2018 to March 2019.
DOI: 10.21979/n9/iwggxl
title: Crash Course in Sensory Psycholinguistics: Session 5

description: Crash Course in Sensory Psycholinguistics (Styles 2018 Ed. 2.2). A self-guided tour through the mysterious workings of our mouths, our ears and our brains and how our senses work together to shape how we experience the world. Session 5. "Neural Systems - Sensation and Connectivity"
DOI: 10.21979/n9/jrqjcb
title: Replication Data for Visible Light Driven Cascade Carbon-Carbon Bond Scission for Organic Transformations and Plastics Recycling

description: Raw data for Gazi, S.; Dokić, M.; Chin, K. F.; Ng, P.; Soo, H. S. Visible Light Driven Cascade Carbon-Carbon Bond Scission for Organic Transformations and Plastics Recycling, Adv. Sci. 2019, 6, 1902020.
DOI: 10.21979/n9/kf8798
title: EdgeSAM

description: We present EdgeSAM, an accelerated variant of the Segment Anything Model (SAM), optimized for efficient execution on edge devices with minimal compromise in performance. Our approach involves distilling the original ViT-based SAM image encoder into a purely CNN-based architecture, better suited for edge devices. We carefully benchmark various distillation strategies and demonstrate that taskagnostic encoder distillation fails to capture the full knowledge embodied in SAM. To overcome this bottleneck, we include both the prompt encoder and mask decoder in the distillation process, with box and point prompts in the loop, so that the distilled model can accurately capture the intricate dynamics between user input and mask generation. To mitigate dataset bias issues stemming from point prompt distillation, we incorporate a lightweight module within the encoder. As a result, EdgeSAM achieves a 37-fold speed increase compared to the original SAM, and it also outperforms MobileSAM/EfficientSAM, being over 7 times as fast when deployed on edge devices while enhancing the mIoUs on COCO and LVIS by 2.3/1.5 and 3.1/1.6, respectively. It is also the first SAM variant that can run at over 30 FPS on an iPhone 14.
DOI: 10.15468/dl.3jh5su
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-100.24081 25.73415,-100.23141 25.73415,-100.23141 25.74132,-100.24081 25.74132,-100.24081 25.73415))",
 "StateProvince is Nuevo León"
 ]
}

 The dataset includes 61 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033862-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21979/n9/h5q9hx
title: Related Data for: Active faults revealed and new constraints on their seismogenic depth from a high-resolution regional focal mechanism catalog in Myanmar (2016-2021)

description: Broadband seismic waveform data from the EOS-DMH-MEC network used in the relocation and gCAP inversion of earthquake focal mechanisms. SAC files for Event #65: 20200304_0020
DOI: 10.21979/n9/hd7qef
title: Replication Data for: The contribution of color information to rapid face categorization in natural scenes

description: The contribution of color information to rapid face categorization in natural scenes
DOI: 10.21979/n9/hexbwr
title: Replication Data for: Reconciling record-breaking ocean temperatures within the Singapore Strait in 2023 with satellite and in-situ data

description: This dataset contains the supplementary files and data that were used to produce the manuscript titled: "Reconciling record-breaking ocean temperatures within the Singapore Strait in 2023 with satellite and in-situ data".
DOI: 10.21979/n9/hi7gt7
title: Substrate profiles for MNPR

description: This data comprises the lossless and seamless profile data of 10 different substrates. In a nutshell: The substrates were scanned using a Canon LiDE 120 at 2400dpi in two directions. The raw scans were reduced, cropped and aligned using Adobe Photoshop The two scans were processed using the Digital Epigraphy Toolbox by Barmpoutis et al. [2010] The extracted 3D substrate profile was normalized and its data rendered using Autodesk Maya The rendered substrate was made seamless using Adobe Photoshop A tutorial on how to replicate this procedure is available here. The seamless substrates are stored within the PNG image files, with the individual data stored in each channel, as follows: Red: u-inclination of the substrate profile Green: v-inclination of the substrate profile Blue: height map of the substrate profile
DOI: 10.21979/n9/hranwm
title: Sci-comms project manual for open access infographics with Prof Primate

description: So, your prof has decided on a science communication project that combines images and text in the form of an infographic. This manual is designed to help you get started on creating an Infographic for a class science communications project that will become an open access educational resource. The manual contains general sci-comms guidance, instructions for how to author and license your new open access work, as well as information about image rights and referencing, and a design guide. The design guide provides pointers to help you to combine text and images in ways that are interesting without being overwhelming for your audience. The manual was first created by Prof Primate for students of ‘An Ape’s Guide to Human Language,’ a second-year course in Psychology at Nanyang Technological University in Singapore. In our class, everyone is randomly allocated a primate as their target species for individualized project work. This means everyone in the class helps to build up our collective knowledge about primates, to be shared in a Festival at the end of semester. At the end of the manual are additional instructions for the Sci-Comms Project for An Ape’s Guide to Human Language in S2 of 2021, NTU Singapore. Prof Primate hopes this manual will be useful for students of all subjects, and may inspire more Profs to incorporate Open Access Comms projects (Sci-Comms, Ling-Comms etc) into their assessable work.
DOI: 10.21979/n9/hsbzbw
title: Related Data for: Active faults revealed and new constraints on their seismogenic depth from a high-resolution regional focal mechanism catalog in Myanmar (2016-2021)

description: Broadband seismic waveform data from the EOS-DMH-MEC network used in the relocation and gCAP inversion of earthquake focal mechanisms. SAC files for Event #60: 20191128_1439
DOI: 10.21979/n9/ihr5fk
title: Replication Data for: Role of Electron−Phonon Coupling in the Thermal Evolution of Bulk Rashba-Like SpinSplit Lead Halide Perovskites Exhibiting DualBand Photoluminescence

description: This dataset contained part of the data which were obtained by NTU.
DOI: 10.21979/n9/ihvbef
title: Replication Data for: Making and Breaking of Exciton Cooling Bottlenecks in Halide Perovskite Nanocrystals

description: Harnessing quantum confinement (QC) effects in semiconductors to retard hot carrier cooling (HCC) is an attractive approach for enabling efficient hot carrier extraction to overcome the Shockley−Queisser limit. However, there is a debate about whether halide perovskite nanocrystals (PNCs) can effectively exploit these effects. To address this, we utilized pump−probe and multipulse pump−push−probe spectroscopy to investigate HCC behavior in PNCs of varying sizes and cation compositions. Our results validate the presence of an intrinsic phonon bottleneck with clear manifestations of QC effects in small CsPbBr3 PNCs exhibiting slower HCC rates compared to those of larger PNCs. However, the replacement of inorganic Cs+ with organic cations suppresses this intrinsic bottleneck. Furthermore, PNCs exhibit distinct size-dependent HCC behavior in response to changes in the cold carrier densities. We attribute this to the enhanced exciton−exciton interactions in strongly confined PNCs that facilitate Auger heating. Importantly, our findings dispel the existing controversy and provide valuable insights into design principles for engineering QC effects in PNC hot carrier applications.
DOI: 10.21979/n9/jkb5qy
title: Replication Data for: Tidal asymmetry and transition in the Singapore Strait revealed by GNSS interferometric reflectometry

description: This dataset contains time series of reflector height generated from GPS and GLONASS SNR data at SSTS and SNSC.
DOI: 10.21979/n9/jnogfe
title: Replication Data for: Novel amphiphilic corannulene additive for moisture-resistant perovskite solar cells

description: This datasets contains figures and raw data used for analysis for research paper entitled "Novel amphiphilic corannulene additive for moisture-resistant perovskite solar cells"
DOI: 10.21979/n9/kem9i8
title: Related Data for: Building Oxime-Ni2+ Complex on Polymeric Carbon Nitride: Molecular-Level Design of Highly Efficient Hydrogen Generation Photocatalysts

description: data for publication “Building Oxime-Ni2+ Complex on Polymeric Carbon Nitride: Molecular-Level Design of Highly Efficient Hydrogen Generation Photocatalysts”, ACS Appl. Mater. Interf. 2020, 12, 868-876.
DOI: 10.21979/n9/hmx8zp
title: Replication Data for: Blast tests and FEA calibration (D6)

description: LS-DYNA input files for blast FEA (Chapter 3) 8-0-1-bare LS-DYNA input files for blast FEA (Chapter 3) steel2-5-2100
DOI: 10.21979/n9/hv4dz2
title: Markus encoded 上清金真玉光八景飛經
DOI: 10.21979/n9/i4tnka
title: Data for Project: Heterologous Production Of Cannabinoids In Proprietary Streptomyces Hosts

description: Enclosed here are genome sequencing data for the two microbial chassis, protocols, methods, and other chemical and biochemical data.