cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21979/n9/1im0md
title: Recorded google speech dataset

description: This dataset contains following items: 1) recorded google speech test dataset by 5 microphones as described in paper 2) recorded corresponding white noise by microphones 3) re-trained model used for evaluation in paer
DOI: 10.21979/n9/1ktuhc
title: She thinks in English, but she wants in Mandarin: Differences in Singaporean bilingual English-Mandarin mothers’ mental-state-talk

description: Chinese-speaking parents are argued to use less cognitive mental-state-talk due to cultural goals of socializing children to follow an interdependence script. To extend this research, we investigated bilingual Mandarin-English Singaporean mothers who associate different functions for each language: English for schooling and Mandarin for in-group contexts. English and Mandarin maternal mental-state-talk from bilingual Mandarin-English mothers with their toddlers was examined. Mothers produced more cognitive terms in English than Mandarin and more desire terms in Mandarin than English. We show that mental-state-talk differs between bilingual parents’ languages, suggesting that mothers adjust their mental-state-talk to reflect each language’s function.
DOI: 10.21979/n9/1lmw8f
title: Talin1 methylation is required for neutrophil infiltration and LPS-induced lethality

description: Talin1 methylation is required for neutrophil infiltration and LPS-induced lethality
DOI: 10.21979/n9/1sqaf5
title: Related data for: Insights from refined Sunda plate motion: Eastward increase in megathrust locking depth from Java to Sumba

description: This dataset contains GNSS velocities in Indonesia compiled from published studies and our study.
DOI: 10.21979/n9/1t6agl
title: Google Earth Engine code

description: Code used in Google Earth Engine to collect, process and classify radar and optical imagery. Github depository: link
DOI: 10.21979/n9/1u1h2d
title: Replication Data for: Generalized Wigner-Smith analysis of resonance perturbations in arbitrary Q non-Hermitian systems

description: Interactive Python notebooks to generate data reported in publication: https://doi.org/10.1103/PhysRevResearch.7.013299
DOI: 10.21979/n9/1ur0f9
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 #29: 20181128_1017
DOI: 10.21979/n9/1xsqfg
title: Replication Data for: Slot-die coated methylammonium-free perovskite solar cells with 18% efficiency

description: One of the major bottlenecks of perovskite photovoltaic modules fabrication is the homogeneous deposition of perovskite material on large-area substrates. Here, we show that slot-die coating technique combined with synergistic gas quenching and substrate heating can produce compact, homogenous and reproducible Cs0.16FA0.84Pb(I0·88Br0.12)3 perovskite films. We demonstrate the fabrication of perovskite solar cells (PSCs) in a planar (n-i-p) device configuration and attain power conversion efficiency (PCE) of 18% over 0.09 cm2 device active area. The versatility of this crystallization strategy, which eliminates the need for complex solvents or additive engineering, was studied using planar SnO2- and TiO2-coated FTO substrates. Our study provides greater insights into achieving controlled coating and homogeneous crystallization of perovskite films over large-area substrates (~10 × 10 cm2) necessary for the commercialization of this technology.
DOI: 10.21979/n9/1z99tc
title: Online Resource 2 - Error analysis

description: Online resource 2 compares the population exposures calculated from modelling with those calculated from radii in terms of their mean percentage error (MPE) and Chi-square error, which are two order-dependent error functions. This gives us information about the dispersion around the 1:1 modelled:radii line. The MPE provides a proportional deviation from the model’s mean prediction but results in larger penalties for overestimations. For instance, negative MPE values (i.e., when the exposure of footprints is lower than buffers) are bounded to -100%, whereas positive MPE values have no upper limit. In contrast, the Chi-square provides a more symmetrical error.
DOI: 10.21979/n9/23p0wu
title: Related Data for: Comparing the Effect of Mn Substitution in Sulfide and Sulfoselenide-Based Kesterite Solar Cells

description: Related Data for: Comparing the Effect of Mn Substitution in Sulfide and Sulfoselenide-Based Kesterite Solar Cells
DOI: 10.21979/n9/26ay8h
title: Uncertainties of Glacial Isostatic Adjustment model predictions in North America associated with 3D structure

description: The mean GIA signals of RSL, u-dot and g-dot with 1σ, 2σ and 3σ uncertainties in North America.
DOI: 10.21979/n9/0tk4yr
title: Replication Data for: Hodge theory-based biomolecular data analysis

description: Hodge theory reveals the deep intrinsic relations of differential forms and provides a bridge between differential geometry, algebraic topology, and functional analysis. Here we use Hodge Laplacian and Hodge decomposition models to analyze biomolecular structures. Different from traditional graph-based methods, biomolecular structures are represented as simplicial complexes, which can be viewed as a generalization of graph models to their higher-dimensional counterparts. Hodge Laplacian matrices at different dimensions can be generated from the simplicial complex. The spectral information of these matrices can be used to study intrinsic topological information of biomolecular structures. Essentially, the number (or multiplicity) of k-th dimensional zero eigenvalues is equivalent to the k-th Betti number, i.e., the number of k-th dimensional homology groups. The associated eigenvectors indicate the homological generators, i.e., circles or holes within the molecular-based simplicial complex. Furthermore, Hodge decomposition-based HodgeRank model is used to characterize the folding or compactness of the molecular structures, in particular, the topological associated domain (TAD) in high-throughput chromosome conformation capture (Hi-C) data. Mathematically, molecular structures are represented in simplicial complexes with certain edge flows. The HodgeRank-based average/total inconsistency (AI/TI) is used for the quantitative measurements of the folding or compactness of TADs. This is the first quantitative measurement for TAD regions, as far as we know.
DOI: 10.21979/n9/15xuki
title: MMDetection3D

description: MMDetection3D is an open source object detection toolbox based on PyTorch, towards the next-generation platform for general 3D detection. It is a part of the OpenMMLab project.
DOI: 10.21979/n9/18mybh
title: Data for: Changes to Tropical Cyclone Trajectories in Southeast Asia under a Warming Climate

description: Data for Garner et al., (2024)
DOI: 10.21979/n9/1mekmg
title: Towards A Deep Reinforcement Learning Approach To Instil Energy-Saving Behavioural Changes For Building Occupants In The Tropical Region

description: This was a project funded by NRF
DOI: 10.21979/n9/1rdz7z
title: Planned seeking of secondary risk information about climate change mitigation

description: This was a study funded by an AcRF Tier 1
DOI: 10.21979/n9/22rmau
title: Replication Data for: Project ANGUS

description: Final report of Project ANGUS
DOI: 10.21979/n9/29t8vj
title: Replication data for: Realization of a three-dimensional photonic topological insulator

description: The band diagrams of the 3D Dirac metamaterial and the 3D photonic topological insulator are numerically simulated with a finite-element method solver (COMSOL Multiphysics RF Module). The simulations of 3D photonic topological insulator surface states are performed in the eigenvalue module of CST Microwave Studio. In these simulations, a vertical domain wall in the middle of a supercell consisting of 16 unit cells is considered. For bulk (surface) band structure calculations, periodic boundary conditions are imposed on all surfaces of the unit cell (supercell) to form an infinite hexagonal (rectangular) lattice.
DOI: 10.21979/n9/2a0hnd
title: Related Data for: Performance Analysis of IRS-assisted Terahertz Communication System

description: In this paper, the performance of an IRS-assisted THz system, with N reflective elements, is systematically analyzed over the deterministic IRS channel gain, the THz path loss model, and the sum of independent and non-identically distributed (i.ni.d.) cascaded α−µ fading channels. The probability density function (PDF) and the cumulative distribution function (CDF) of the proposed system are statistically characterized in terms of programmable multi-variate Fox’s H function. Using derived statistical results, the closed-form solution for outage probability of THz-IRS system is reported along with its simple asymptotic expansions. The analytical results are validated using Monte-Carlo simulations. Results show that, sufficient signal-to-noise ratio (SNR) can be achieved with enough number of IRS antenna elements, making THz communication feasible.
DOI: 10.21979/n9/2amlsn
title: Replication Data for: Influences of Social Distancing and attachment styles on the strength of the Halo Effect

description: The Halo Effect is a widely studied phenomenon that interests multiple disciplines. The relationship between Aesthetics Appearance and perceived Trustworthiness has especially gathered the attention of social scientists. While experimental works compared the strength of the Halo Effect in different situations (e.g. different genders’ faces), little is known about the stability of the Halo. During the COVID-19 pandemic, we have been urged to distance ourselves from others. Similar suggestions may alter the relationship between Aesthetic Appearance and Perceived Trustworthiness. Moreover, previous works reported that individuals’ attachment styles affected their emotional responses to the pandemic. Individuals’ attachment styles may influence the magnitude of change of the Halo. Here we investigate how priming (Social Distancing or Contact with others) affects the strength of the Halo Effect, with respect to individuals’ attachment styles. Participants (N = 298) rated the Aesthetics and Perceived Trustworthiness of strangers’ faces (N = 96) presented twice, before and after the presentation of a prime. Results revealed that individuals’ attachment styles affect the strength of the Halo. However, we found no evidence supporting the fact that different attachment styles lead to differences in the magnitude of changes after priming. Results help shed light on how attachment styles influence individuals’ impression formation.
DOI: 10.21979/n9/2cwhxo
title: Replication Data for: Ammonium sulfate treatment at the TiO2/perovskite interface boosts operational stability of perovskite solar cells

description: This datasets contains raw data and generated figures for published work entitled "Ammonium sulfate treatment at the TiO2/perovskite interface boosts operational stability of perovskite solar cells"
DOI: 10.21979/n9/2dnuo7
title: Replication Data for: Valley-Hall photonic crystal waveguides under non-Hermitian active defect

description: Matlab scripts and data to plot the figures in the manuscript
DOI: 10.21979/n9/2ppr4g
title: Replication Data for: COVID-19 Vaccine intention and hesitancy in Indonesia

description: This dataset contains the result of survey on vaccine intention and hesitance in Jakarta.
DOI: 10.21979/n9/2yjp6x
title: Turnover kinetics of pancreatic macrophages in lean and obese diabetic mice

description: Pancreatic resident macrophages, a heterogeneous family of cells with distinct origins and phenotypes, are the main myeloid cells in exocrine and endocrine tissues. Adult exocrine F4/80hi macrophages consist of three different subsets based on the embryonic marker Tim-4 and MHC II expression. Their frequencies shift during aging and obesity with the Tim-4-MHCII+ fraction becoming the predominant subpopulation in the inter acinar stroma. Endocrine resident F4/80hi macrophages are more homogenous and represent the prevalent leukocyte fraction residing within the islets in both lean and obese mice. We used an adult fate mapping mouse model to characterize turnover kinetics within the pancreatic resident macrophages under normal homeostasis and obese diabetic conditions. We demonstrate that islet resident macrophages show unique replenishment kinetics, with embryonic macrophages being gradually replaced by bone marrow-derived monocytes with increasing age. Their replenishment was independent of the CCL2/CCR2 axis. Furthermore, we confirmed that both exocrine Tim-4+MHCIIlow and Tim-4+MHCII+ fractions are long-lived and primarily independent from bone marrow-derived monocytes. In contrast, exocrine Tim-4-MHCII+ macrophages are gradually replaced through a CCR2-dependent influx of bone marrow-derived monocytes in aging. Moreover, we show that obesity and type 2 diabetes do not affect the turnover kinetics of any macrophage subpopulation residing in the pancreas. Our study uncovers new insights on pancreatic macrophage biology in aging and obesity.
DOI: 10.21979/n9/1zreld
title: SuPreMeChiF – a New Approach to Detect Subtle Changes in Continuous Monitoring Data, with a case study of COVID-19 impact in Singapore through seismic and infrasound recordings

description: This dataset contains infrasound recordings used for analysis for the paper "SuPreMeChiF – a New Approach to Detect Subtle Changes in Continuous Monitoring Data, with a case study of COVID-19 impact in Singapore through seismic and infrasound recordings"
DOI: 10.21979/n9/22ltay
title: Markus encoded 洞真太一帝君太丹隱書洞真玄經
DOI: 10.21979/n9/2bsexr
title: Replication Data for: Active Ultrahigh‐Q (0.2 × 106) THz Topological Cavities on a Chip

description: Rapid scaling of semiconductor devices has led to an increase in the number of processor cores and integrated functionalities onto a single chip to support the growing demands of high-speed and large volume consumer electronics. This burgeoning demand for an ever-increasing on-chip communication bandwidth has been a great challenge over the recent decades and has motivated a plethora of research to improve interconnect capacities in terms of bandwidth density for enhanced throughput and energy efficiency. Low-loss terahertz silicon interconnects with larger bandwidth offers good prospects to solve the existing inter/intra chip bandwidth density and energy efficiency bottleneck to cater to the heavy demands of enhanced on-chip system performance of most computers and embedded systems. Here, we present a low-loss terahertz topological interconnect-cavity system that can actively route signals through the interconnect and cavity with sharp bends, by coupling to a topological whispering gallery mode resonance with an ultra-high-quality (Q) factor of 0.2 × 106. The topologically protected large Q factor cavity enables energy-efficient optical control of the ultra-high-Q resonance showing 50 dB modulation. We further demonstrate the dynamic control of the critical coupling between the topological interconnect-cavity system that provides huge design flexibility for on-chip active tailoring of the cavity resonance linewidth, frequency, and modulation through complete suppression of the back reflection due to the topological protection. The on-chip topological cavity is CMOS-compatible and highly desirable for hybrid electronic-photonic technologies that holds the key for development of the sixth (6G) generation terahertz communication devices, including on-chip modulators, switches, signal routers, antennas, and multiplexers. Ultra-high-Q cavity also paves the path for the design of low threshold topological lasers, quantum integrated circuits, and nonlinear topological photonics.
DOI: 10.21979/n9/2k9o5c
title: Replication Data for: On the Developmental Origin of Intrinsic Honesty

description: Contrary to the self-interestedness assumption, numerous economic studies have documented that people are intrinsically honest. However, little is known about this trait’s developmental origin. This study examines whether and the extent to which children in early childhood incur the intrinsic lying cost. We modified the commonly used coin-flip task into a child-friendly ball-drawing task with 10 trials and conducted the experiment with 225 child participants aged three to eight years old. We found that—although young children, on average, told two lies in the task (an average winning rate of 71%)—they lied significantly less than the maximum level (i.e., lying 100% of the time). The pattern was largely similar across gender and the age range studied. Furthermore, our child subjects’ propensity to lie dropped by approximately 9% when they were randomly assigned to the treatment condition with an increased “perceived” intrinsic cost of lying. Overall, our results align with the innate morality hypothesis: young children, as young as three years old, are willing to give up pecuniary rewards in order to remain honest.
DOI: 10.21979/n9/2lahoh
title: Replication Data for: Perovskite templating via a bathophenanthroline additive for efficient light-emitting devices

description: Identified as emerging light absorbers due to their plethora of unique optoelectronic properties, perovskites have also been touted as a promising candidate for light emission. However, despite the effortless transition of perovskites into the current organic light-emitting diodes (OLEDs), misalignment of energy levels at the hole transporting material (HTM) and perovskite interface limits the efficacy of interfacial charge transport. Herein, it is shown that by incorporating a small organic molecule, bathophenanthroline (BPhen), into the CH3NH3PbBr3 emitter via a solvent engineering technique, the energy band levels of the perovskite can be tailored and the energy mismatch at the HTM/perovskite interface can be ameliorated through the formation of a graded emitter layer and accompanying morphological improvements. With a BPhen concentration of 0.500 mg mL−1, more than ten-fold enhancement of device luminance and efficiency was achieved, thus demonstrating a facile and viable approach for fabricating high-performance perovskite light-emitting diodes (PeLEDs)
DOI: 10.21979/n9/2obigp
title: Replication Data for: Cellular chaining influences biofilm formation and structure in Group A Streptococcus

description: Replication Data for publication: Cellular chaining influences biofilm formation and structure in Group A Streptococcus Includes: RAW data (qPCR, absorbance measurements, microscopic images) Processed data (graphs, statistics) Supplementary data (biofilm images of entire plates, additional replicates not used in figures) See readme.txt for file description.
DOI: 10.21979/n9/2okrre
title: Measuring ageism using VR

description: This dataset consists of the full experimental data for the project: Measuring ageism using VR. The purpose of this project is to examine if virtual reality (VR) can be a novel tool for measuring people’s prejudice towards the elderly (i.e., ageism). Using virtual avatars of different age (i.e., old, young) and gender (i.e., man, woman, we explored if having an ageism attitude will affect how far away people tend to stand from the elderly. In this dataset, you will find data for the relevant variables (i.e., physical distance between participant and each type of avatar, scores on various self-reported measures of ageism, and participants' demographics).
DOI: 10.21979/n9/2vxwwp
title: Replication Data for: Cascading partial rupture of the Flores thrust during the 2018 Lombok earthquake sequence, Indonesia

description: This repository contains the Synthetic Aperture Radar (SAR) Line-of-Sight (LOS) displacements we used to estimate coseismic slip distribution of the 2018 Lombok earthquake sequence, Indonesia. It also contains our estimated coseismic slip distributions. - The processed InSAR data are provided in the files named “downsampled_LOS_disp_*.txt”. Information on methods and how the data were produced are available in the methodology section of the paper. Metadata (SAR sensor, track, path, frame and acquisition dates) are available in Table 1 in the main text. The processed data are provided in this format: longitude, latitude, unit vector in east direction, unit vector in north direction, unit vector in up direction, LOS displacement in cm. - The coseismic slip distributions are contained in the files named “coseismic_slip_*event.grd”.
DOI: 10.21979/n9/2ymoak
title: China in English-language Novels

description: We have built a database of 9,383 passages that include the words CHINA or CHINESE as a preliminary step to identifying keywords and tracing the shifting representation of China in English-language novels. The database currently covers the years 1927 to 2007.
DOI: 10.21979/n9/37io98
title: TEM analysis-part 2

description: Transmission electron microscope analysis
DOI: 10.21979/n9/3kwgku
title: Replication Data for: RG47/21 (2021-T1-001-077)

description: Manuscript datasets for: Award Title: Electrocuring Resins for Advanced Manufacturing Award Number: 021190-00001 Funder: Ministry of Education (MOE) Funder Reference Number: RG47/21 (2021-T1-001-077)
DOI: 10.21979/n9/2suq8v
title: Replication Data for: A Toroidal Metamaterial Switch

description: Toroidal dipole is a localized electromagnetic excitation that plays an important role in determining the fundamental properties of matter due to its unique potential to excite nearly non-radiating charge-current configuration. Toroidal dipoles were recently discovered in metamaterial systems where it has been shown that these dipoles manifest as poloidal currents on the surface of a torus and are distinctly different from the traditional electric and magnetic dipoles. Here, we demonstrate an active toroidal metamaterial switch in which the toroidal dipole could be dynamically switched to the fundamental electric dipole or magnetic dipole, through selective inclusion of active elements in a hybrid metamolecule design. Active switching of non-radiating toroidal configuration into highly radiating electric and magnetic dipoles can have significant impact in controlling the electromagnetic excitations in free space and matter that could have potential applications in designing efficient lasers, sensors, filters, and modulators.
DOI: 10.21979/n9/32skmk
title: Replication Data for: A coral microatoll record of sea-level rise, interseismic deformation, and El Niño in La Union, Philippines since 1906 CE

description: Field data (field notes, field photos, slab photos, raw x-ray images, annotated slab mosaics, survey files), time series, coral tilt correction, tide-gauge data and the associated files and scripts for determining tides and reconstructing water level.
DOI: 10.21979/n9/33fkm6
title: Identities and opportunities: A study of "amateur" and "professional" identities among people pursuing games-related careers in Singapore

description: Interviews with people pursuing games-related careers in Singapore during 2019-2020.