cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.pzgf68
title: Occurrence Download

description: A dataset containing 482 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Indotestudo elongata (Blyth, 1854)"
 ]
}

 The dataset includes 482 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031078-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15595152
title: Data of 'Marine heatwaves impact organism developmental time'

description: Data points used as a part of the manuscript  submitted to Communications Earth and Environment (draft title: 'Marine heatwaves impact organism developmental time') and it is represented graphically in Figure 4b. The data points show the effect of temperature (constant conditions, three levels) on developmental time of nematode C. elegans to different stages  (called events). The values found in the file were taken from the literature (Filina et al. 2022 Proc Natl Acad Sci 119: e2123110119). They are not the original data of the above mentioned paper; these are only approximate values from selected points (not all of them) taken with web plot digitiser (https://web.eecs.utk.edu/~dcostine/personal/PowerDeviceLib/DigiTest/index.html). Those values are used as an example to illustrate how to represent stage specific developmental time as a normalised vector in a configuration space defined by the number of stages occurring during development. There is a sheet called "metadata" describing the columns of each of the two addditional sheets of the file.
DOI: 10.5281/zenodo.15595153
title: Data of 'Marine heatwaves impact organism developmental time'

description: Data points used as a part of the manuscript  submitted to Communications Earth and Environment (draft title: 'Marine heatwaves impact organism developmental time') and it is represented graphically in Figure 4b. The data points show the effect of temperature (constant conditions, three levels) on developmental time of nematode C. elegans to different stages  (called events). The values found in the file were taken from the literature (Filina et al. 2022 Proc Natl Acad Sci 119: e2123110119). They are not the original data of the above mentioned paper; these are only approximate values from selected points (not all of them) taken with web plot digitiser (https://web.eecs.utk.edu/~dcostine/personal/PowerDeviceLib/DigiTest/index.html). Those values are used as an example to illustrate how to represent stage specific developmental time as a normalised vector in a configuration space defined by the number of stages occurring during development. There is a sheet called "metadata" describing the columns of each of the two addditional sheets of the file.
DOI: 10.21979/n9/0kbpts
title: Replication Data for: Dirac mass induced by optical gain and loss

description: Experimental data for the paper "Dirac mass induced by optical gain and loss"
DOI: 10.21979/n9/0yi4ht
title: Replication Data for: Out of Distribution Reasoning by Weakly-Supervised Disentangled Logic Variational Autoencoder

description: Replication Data for: Out of Distribution Reasoning by Weakly-Supervised Disentangled Logic Variational Autoencoder
DOI: 10.15468/dl.vdqudd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arthroleptella lightfooti (Boulenger, 1910)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -28.5786,20.509 -28.5786,20.509 -32.9007,25.5395 -32.9007,25.5395 -28.5786))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031079-250525065834625/datasets/export for details.
DOI: 10.21979/n9/45ewuq
title: Replication Data for: Terahertz sensing of 7 nm dielectric film with bound states in the continuum metasurfaces

description: The fingerprint spectral response of several materials with terahertz electromagnetic radiation indicates that terahertz technology is an effective tool for sensing applications. However, sensing few nanometer thin-films of dielectrics with much longer terahertz waves (1 THz = 0.3 mm) is challenging. Here, we demonstrate a quasibound state in the continuum (BIC) resonance for sensing of a nanometer scale thin analyte deposited on a flexible metasurface. The large sensitivity originates from the strong local field confinement of the quasi-BIC Fano resonance state and extremely low absorption loss of a low-index cyclic olefin copolymer substrate. A minimum thickness of 7 nm thin-film of germanium is sensed on the metasurface, which corresponds to a deep subwavelength scale of λ/43 000, where λ is the resonance wavelength. The low-loss, flexible, and large mechanical strength of the quasi-BIC microstructured metamaterial sensor could be an ideal platform for developing ultrasensitive wearable terahertz sensors.
DOI: 10.21979/n9/4exc8g
title: One-Way Reflection-Free Exciton-Polariton Spin-Filtering Channel

description: We consider theoretically exciton-polaritons in a strip of honeycomb lattice with zigzag edges and it is shown that the interplay among the spin-orbit coupling, Zeeman splitting, and an on-site detuning between sublattices can give rise to a band structure where all the edge states of the system split in energy. Within an energy interval, one of the spin-polarized edge states resides with the gapless bulk that has opposite spin. Being surrounded by opposite spin, and the absence of the backward-propagating edge state, ensures both reflection-free and feedback-suppressed one-way flow of polaritons with one particular spin in the system. The edge states in this system are more localized than those in the standard topological-polariton systems and are fully spin polarized. This paves the way for feedback-free spin-selective polariton channels for transferring information in polariton networks.
DOI: 10.21979/n9/6jjp0a
title: Replication Data for: Polariton drag enabled quantum geometric photocurrents in high-symmetry materials

description: Raw data for the paper "Polariton drag enabled quantum geometric photocurrents in high-symmetry materials"
DOI: 10.21979/n9/2j9m9i
title: Related Data for: You Only Search Once: On Lightweight Differentiable Architecture Search for Resource-Constrained Embedded Platforms

description: The related data for "You Only Search Once: On Lightweight Differentiable Architecture Search for Resource-Constrained Embedded Platforms".
DOI: 10.21979/n9/9lbmrg
title: Replication Data for: The Bright Side and Dark Side of Hybrid Organic–Inorganic Perovskites

description: The previously developed bistable amphoteric native defect (BAND) model is used for a comprehensive explanation of the unique photophysical properties and for understanding the remarkable performance of perovskites as photovoltaic materials. It is shown that the amphoteric defects in the donor (acceptor) configuration capture a fraction of photoexcited electrons (holes) dividing them into two groups: higher-energy bright and lower-energy dark electrons (holes). The spatial separation of the dark electrons and dark holes and the k-space separation of the bright and dark charge carriers reduce electron-hole recombination rates, emulating the properties of an ideal photovoltaic material with a balanced, spatially separated transport of electrons and holes. The BAND model also offers a straightforward explanation for the exceptional insensitivity of the photovoltaic performance of polycrystalline perovskite films to structural and optical inhomogeneities. The blue-shifted radiative recombination of bright electrons and holes results in a large anti-Stokes effect that provides a quantitative explanation for the spectral dependence of the laser cooling effect measured in perovskite platelets.
DOI: 10.21979/n9/6qtw2e
title: Replication Data for: Origins of the Long-Range Exciton Diffusion in Perovskite Nanocrystal Films: Photon Recycling vs Exciton Hopping

description: The outstanding optoelectronic performance of lead halide perovskites lies in their exceptional carrier diffusion properties. As the perovskite material dimensionality is reduced to exploit the quantum confinement effects, the disruption to the perovskite lattice, often with insulating organic ligands, raises new questions on the charge diffusion properties. Herein, we report direct imaging of &gt;1 μm exciton diffusion lengths in CH3NH3PbBr3 perovskite nanocrystal (PNC) films. Surprisingly, the resulting exciton mobilities in these PNC films can reach 10 ± 2 cm^2 V^-1 s^-1, which is counterintuitively several times higher than the carrier mobility in 3D perovskite films. We show that this ultralong exciton diffusion originates from both efficient inter-NC exciton hopping (via Förster energy transfer) and the photon recycling process with a smaller yet significant contribution. Importantly, our study not only sheds new light on the highly debated origins of the excellent exciton diffusion in PNC films but also highlights the potential of PNCs for optoelectronic applications.
DOI: 10.21979/n9/a4fnpw
title: TEM images for project "Novel Metal Matrix Quasicrystal Composites with Strong Interface Chemical Bonding for Advanced Applications"

description: These are TEM images collected for this Tier 1 project. Those images show the microstructures of metal-matrix composites and interfaces structures between quasicrystals and titanium.
DOI: 10.21979/n9/7rhdvt
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 #70: 20200621_1046
DOI: 10.21979/n9/7ze51z
title: Histogram of Agreements Between LWRM1 and TFIDF for ACM-TWEB Corpus

description: Python script to plot the histogram comparing the agreement between LWRM1 and TFIDF for the ACM-TWEB corpus.
DOI: 10.21979/n9/ad16oe
title: Markus encoded 太上飛行九晨玉經
DOI: 10.21979/n9/bpd1uw
title: Markus encoded 靈寶無量度人上品妙經
DOI: 10.21979/n9/c40gid
title: Related Data for: Application of Novel Alginate – Powdered Activated Carbon – Quorum Quenching Bacteria (APQ) Beads for the Biofouling Control and Sludge Modification in MBR Systems

description: Membrane bioreactor (MBR) has been widely accepted as an advanced wastewater treatment technology to meet more stringent wastewater discharge standards owing to its distinctive advantages, including high treatment efficiency, low sludge production and a small footprint as compared to conventional activated sludge. Its global market growth rate has been reported to be an average annual growth rate of 11.6-12.7% with around $1.2 billion currently. However, membrane fouling, a combination of pore-blocking on membrane surface and biofilm-growing on the membrane, is still a bottleneck in extensive growth of MBR markets, as around 60% of MBR operating cost is directly related to biofouling. The introduction of quorum quenching (QQ) bacterial, which disrupts the formation of the biofouling layer on the immersed membrane surface, holds the promise to inhibit biofouling problem for MBRs as a new biofouling control paradigm. However, practical issues on the cost and stability of QQ are yet to be resolved, and none existing techniques have been shown to be stable against harsh environmental conditions, and economical feasiblility for large-scale application is not clear. To overcome these issues, we propose a novel QQ microbial immobilization strategy, which utilizes powdered activated carbon (PAC) for sludge modification and incorporates PAC with the QQ bacteria in alginate-PAC-QQ (APQ beads), for enhanced biofouling control. Our proof-of-concept study showed that compared to conventional MBR, the fouling rate of an APQ beads supplemented MBR, was significantly alleviated by 5 times. In addition, it also improves the sludge characteristics by doubling the floc size and enhancing sludge dewaterability. With the modification of sludge properties in MBR, the fouling problem can be further reduced. And more importantly, PAC and QQ bacteria can be recovered and regenerated, thus significantly reduce the operational cost. This proposed project is to construct a pilot-scale of APQ beads supplemented MBR system for long-term
DOI: 10.21979/n9/bpzhgr
title: Coherent transfer of singlet-triplet qubit states in an architecture of triple quantum dots

description: Coherent transfer of singlet-triplet qubit states in an architecture of triple quantum dots
DOI: 10.21979/n9/cqcrc3
title: Replication Data for: An Endergonic Synthesis of Single Sondheimer-Wong Diyne by Local Probe Chemistry

description: This dataset contains experimental data reported in the paper "An Endergonic Synthesis of Single Sondheimer-Wong Diyne by Local Probe Chemistry".
DOI: 10.21979/n9/g4j6hv
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 #66: 20200416_1145
DOI: 10.21979/n9/dzlm5d
title: Animation of the tsunami propagation in the Lombok Strait, Indonesia

description: The animation shows the 1-hour propagation of the tsunami generated by a 5m coseismic slip in the 45-km wide (downdip) ramp of the Flores back-arc thrust.
DOI: 10.21979/n9/gpyd3k
title: Replication Data for: An Interactive Decision Making Model Based on Energy and Reserve for Electric Vehicles and Power Grid Using Generalized Stackelberg Game

description: Simulation code and raw data for paper "An Interactive Decision Making Model Based on Energy and Reserve for Electric Vehicles and Power Grid Using Generalized Stackelberg Game".
DOI: 10.21979/n9/ffn0xh
title: Replication Data for: RNA Alternative Splicing Prediction with Discrete Compositional Energy Network

description: Context Augmented Psi Dataset (CAPD) dataset for benchmarking of RNA splicing models. Contains percent-spliced-in labels for 250 samples from each of the 14 tissue types for all 23 human chromosomes along with auxiliary signals for each sample (RBP transcript abundance levels) and a gene dictionary (same gene sequences for all samples). The dataset is split into training, testing, and validation datasets. Auxiliary signals are provided in a separate archive as a .csv table, where each line represents one sample with a respective tissue label and a number. Labels are stored as .jsonl dictionaries for each sample separately; each entry in the dictionary contains gene name, acceptor, and donor coordinates (with respect to the very first acceptor site of the gene) with respective PSI levels in the range from 0 to 1. Gene dictionary is stored as .jsonl file as well, where each entry is a pre-mRNA gene sequence with 1000nt flanking ends on each side.
DOI: 10.21979/n9/hubnnx
title: A 5251 node directed Bitcoin address subgraph

description: This dataset contains an address subgraph of the Bitcoin network comprising 5251 nodes. Every line contains 2 Bitcoin addresses separated by a comma. This represents a directed edge in this subgraph. This data was extracted from the Bitcoin transaction network by Phetsouvanh Silivanxay.
DOI: 10.21979/n9/hudybn
title: Markus encoded 太上黃庭外景玉經
DOI: 10.21979/n9/hrv6vd
title: Replication Data for: Acoustic higher-order topological insulator on a kagome lattice

description: This dataset contains the data for figures present in the paper titled "acoustic higher-order topologica insulator on a kagome lattice". Simulations are performed with COMSOL Multiphysics. Experiment results are plotted with pyplot pakage within python.
DOI: 10.21979/n9/lpijij
title: Related data for: Visual hull based 3D reconstruction of shocks in under-expanded supersonic bevelled jets

description: Three-dimensional shock structures produced by Mach 1.45 supersonic bevelled jets were digitally reconstructed based on schlieren photography and a voxel-based visual hull technique. By taking advantage of the strong edge features commonly found in schlieren images of shock waves, the proposed technique demonstrates the possibility of performing shock wave reconstruction in supersonic jet applications without prior knowledge of the global density or velocity field. Semi-synthetic camera parameters were introduced as a method to circumvent camera calibration issues faced in the reconstruction procedure. This is key to achieving accurate and high-resolution reconstructed shock waves for both axisymmetric and asymmetric test cases with an average of 2.5% error when validated against raw schlieren images. When applied to bevelled jets with non-uniform nozzle exit geometries, an additional assumption was made to address the problem of schlieren line-of-sight blockage by the non-conventional nozzle, and reconstruction errors were found to be larger near regions of poorer shock wave contrast. Current results indicate that the technique is robust and fast during image calibration and processing, with accuracy of reconstructed shock waves in both conventional and non-conventional nozzles strongly dependent on shock wave contrast. Compared to existing techniques that can be used to reconstruct 3D shock structures, the proposed technique has the advantage of being totally non-intrusive as compared to point or particle-based measurements, requires significantly less computation than tomographic methods, offers high resolution reconstruction even with limited camera resolution and projected schlieren views, and is easy and cost effective to implement.
DOI: 10.21979/n9/jgbx4g
title: Related data for: Contention Minimization in Emerging SMART NoC via Direct and Indirect Routes

description: The related code for the paper.
DOI: 10.21979/n9/kxofg8
title: Replication Data for: Inducing formation of a corrugated, white-light emitting 2D lead-bromide perovskite via subtle changes in templating cation

description: This is the raw data for the publication - Inducing formation of a corrugated, white-light emitting 2D lead-bromide perovskite via subtle changes in templating cation
DOI: 10.21979/n9/ionjaj
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 #52: 20190818_0628
DOI: 10.21979/n9/lvafhb
title: Crash Course in Sensory Psycholinguistics: Session 1

description: Crash Course in Sensory Psycholinguistics Edition 2.2 (2018) Suzy J Styles 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 1. "Language & how we do it"
DOI: 10.15468/dl.dgpurj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arthroleptella lightfooti (Boulenger, 1910)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.7576 -24.3688,20.529 -24.0715,20.509 -24.0715,20.509 -28.5786,25.5395 -28.5786,25.5395 -24.0715,25.1306 -24.0715,24.9333 -24.4571,23.8962 -24.2467,22.8065 -24.295,22.3719 -24.7207,22.2323 -25.547,22.0387 -25.7188,21.7833 -25.7784,21.5388 -25.7113,21.3553 -25.5415,20.7576 -24.3688))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031081-250525065834625/datasets/export for details.
DOI: 10.21979/n9/npwivg
title: Replication Data for: Highly Efficient Thermally Co-evaporated Perovskite Solar Cells and Mini-modules

description: This datasets contains the raw data of the publication that is summarized in the embedded origin files inside power point file.
DOI: 10.21979/n9/n5locr
title: Risk Perception of Covid-19 in Jakarta

description: This dataset contains the results of large-scale surveys on risk perception of Covid-19 in Jakarta, Indonesia conducted in June 2020.
DOI: 10.21979/n9/mh6i2m
title: Systematic Review Data: Evaluating the quality of evidence for Cognitive Behavioural Therapy (CBT) interventions, with or without pharmacotherapy, for children with selective mutism aged 4 to 10 years old

description: Systematic Review Data. Systematic review conducted as part of Undergraduate Final Year Project at NTU (Academic Year: 2022-23) The primary objective of this systematic review is to evaluate the quality of evidence supporting CBT treatment, with or without pharmacotherapy, for selective mutism in young children aged 4 to 10 years old. This review also aims to evaluate the quality of evidence for CBT conducted with pharmacotherapy in relation to treatment schedule. The updated preregistration documents include refinements to the search protocol after piloting, as well as clarifications to some data items allow inclusion of case studies and small sample reports in the qualitative synthesis of evidence, to align more closely with the Cochrane Risk of Bias Tool, and clarify the interpretation of some data items. The Preregistration documents for this project are archived here: Ng, Zeming B; Hassan, Atikah; Dun, Yawen; Styles, Suzy J, 2022, "Preregistration Documents: Evaluating the quality of evidence for Cognitive Behavioural Therapy (CBT) interventions, with or without pharmacotherapy, for children with selective mutism aged 4 to 10 years old", https://doi.org/10.21979/N9/11BTB5, DR-NTU (Data), V2
DOI: 10.21979/n9/lfv2zj
title: Residues of AUD-JPY 1996 to 2004

description: 30-second time series of the residues of AUD-JPY exchange rate from 1996 to 2004, after detrending using a Gaussian kernel with a width of 76 time steps. The time is measured in terms of the number of seconds since 0 CE.
DOI: 10.21979/n9/nbug4c
title: Related Data for: Co-evaporated p-i-n perovskite solar cells with sputtered NiOx hole transport layer

description: Research data for the publication titled 'Co-evaporated p-i-n perovskite solar cells with sputtered NiOx hole transport layer', published in Materials Today Chemistry with a DOI of 10.1016/j.mtchem.2023.101575.
DOI: 10.21979/n9/ovgzz1
title: Replication Data for: Crossbar-Aligned Integer-Only Neural Network Compression for Efficient In-Memory Acceleration

description: Codes for Crossbar-Aligned Integer-Only Neural Network Compression for Efficient In-Memory Acceleration
DOI: 10.21979/n9/pxsl9p
title: Replication Data for: Germylone-Bridged Bimetallic Ir and Rh Complexes

description: This dataset contains publication and experimental data for paper 'Germylone-Bridged Bimetallic Ir and Rh Complexes'
DOI: 10.21979/n9/qnv6cw
title: Light sensors data for blind calibration

description: We collected measurements from 10 high quality light sensors. We use two sensors as reference sensors to provide the ground truth and perturbed the others by covering them with paper. The data is collected in 3 different areas of a passageway. The differences of the light intensity values between areas are greater than those within the same area. In each area, we let the sensors move around together and all the observations collected correspond to the same signal. The perturbations were different in different areas, and thus the gains and offsets of each sensor were different in different areas.
DOI: 10.21979/n9/oxdgip
title: Observation of topological edge states in thermal diffusion

description: Supporting data