cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16983997
title: Dataset of "Structural Evolution of Nanocrystalline Inconel 718 Metal Matrix Composites Reinforced with Solid Lubricants: An In-Situ High-Temperature XRD Study"

description: The dataset contains the raw data used in "Structural Evolution of Nanocrystalline Inconel 718 Metal Matrix Composites Reinforced with Solid Lubricants: An In-Situ High-Temperature XRD Study"

The file "READ ME FIRST" is a list that assigns the file names of the raw data to the figures used in this study.

The dataset contains:



SEM micrographs 

EDS micrographs

EBSD measurements

XRD data 

DSC data
DOI: 10.17611/dp/17999369
title: Moment Tensor for June 13, 2018 MW 5.5 (GCMT) SOUTHWEST OF SUMATRA, INDONESIA
DOI: 10.5281/zenodo.16983789
title: Dataset for: High-performance machine learning for peptide classification from nanopore translocation events, leveraging event kinetics and duration filtering

description: Abstract

Understanding single-molecule translocation dynamics through biological nanopores is fundamental to advancing next-generation biosensing and sequencing technologies. Here, using the anthrax toxin protective antigen nanopore, we describe a high-performance machine learning (ML) framework for classifying a diverse series of guest-host peptides based on individual translocation events. The approach leverages carefully engineered, event-level biophysical features extracted from either scaled current and conductance state sequences. Through systematic UMAP analysis of this feature space, we reveal that filtering away the shortest events effectively enriches the dataset with more discriminative longer events, leading to improved classification. Various deep learning (DL) and traditional ML architectures, including convolutional neural networks (CNN), temporal convolutional networks (TCN), and eXtreme Gradient Boosting (XGBoost), were investigated. The dual-input CNN-Dense model, which utilized current sequences and features, achieved strong classification performance (accuracy ~0.80). However, the most robust classification was achieved with XGBoost acting solely on the engineered feature set, demonstrating superior performance (accuracy ~0.90). This ML approach provided a significant computational advantage in both training and inference over DL models. Notably, these models consistently discriminated between peptides differing only in backbone stereochemistry, highlighting the exquisite sensitivity of the nanopore to subtle conformational dynamics. These findings underscore that carefully engineered event-level features, particularly from longer translocations, combined with efficient tree-based models, offer a highly effective and computationally favorable strategy for high-fidelity peptide classification for biosensing applications.
DOI: 10.15468/dl.scfdar
title: Occurrence Download

description: A dataset containing 233873 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Teucrium chamaedrys"
 ]
}

 The dataset includes 233873 records from 1222 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003880-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21979/n9/5dxp9o
title: Replication Data for: Interfacial Mechanism for Efficient Resistive Switching in Ruddlesden-Popper Perovskites for Non-Volatile Memories

description: Ion migration, one origin of current–voltage hysteresis, is the bane of halide perovskite optoelectronics. Herein, we leverage this unwelcome trait to unlock new opportunities for resistive switching using layered Ruddlesdsen–Popper perovskites (RPPs) and explicate the underlying mechanisms. The ON/OFF ratio of RPP-based devices is strongly dependent on the layers and peaks at n̅ = 5, demonstrating the highest ON/OFF ratio of ∼104 and minimal operation voltage in 1.0 mm2 devices. Long data retention even in 60% relative humidity and stable write/erase capabilities exemplify their potential for memory applications. Impedance spectroscopy reveals a chemical reaction between migrating ions and the external contacts to modify the charge transfer barrier at the interface to control the resistive states. Our findings explore a new family of facile materials and the necessity of ionic population, migration, and their reactivity with external contacts in devices for switching and memory applications.
DOI: 10.21979/n9/9ekpp2
title: Related data for: TECS2019-Hardware-Software Collaborative Thermal Sensing in Optical Network-on-Chip Based Manycore Systems

description: Continuous technology scaling in manycore systems leads to severe overheating issues. To guarantee system reliability, it is critical to accurately yet efficiently monitor runtime temperature distribution for effective chip thermal management. As an emerging communication architecture for new-generation manycore systems, optical network-on-chip (ONoC) satisfies the communication bandwidth and latency requirements with low power dissipation. Moreover, observation shows that it can be leveraged for runtime thermal sensing. In this article, we propose a brand-new on-chip thermal sensing approach for ONoC-based manycore systems by utilizing the intrinsic thermal sensitivity of optical devices and the inter-processor communications in ONoCs. It requires no extra hardware but utilizes existing optical devices in ONoCs and combines them with lightweight software computation in a hardware-software collaborative manner. The effectiveness of the our approach is validated both at the device level and the system level through professional photonic simulations. Evaluation results based on synthetic communication traces and realistic benchmarks show that our approach achieves an average temperature inaccuracy of only 0.6648 K compared to ground-truth values and is scalable to be applied for large-size ONoCs.
DOI: 10.21979/n9/cegkqb
title: Word Rank Plot

description: Python script to generate the word rank plot for the ACM-TWEB corpus.
DOI: 10.21979/n9/afwlar
title: Land use classification for east Palu Valley, Sulawesi, Indonesia

description: Classified land use raster. Raster values are: 1 = urban, 2 = forest, 3 = non-irrigated land, 4 = irrigated paddies and fields
DOI: 10.15468/dl.reh5nr
title: Occurrence Download

description: A dataset containing 10520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-4.6282 36.60023,-4.55842 36.60023,-4.55842 36.6347,-4.6282 36.6347,-4.6282 36.60023))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 10520 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022828-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21979/n9/bneqxt
title: Replication Data for: Self-healable electrochromic ion gels for low power and robust displays

description: This datasets contain the raw data of the publication.
DOI: 10.21979/n9/bwlrqj
title: Comprehensive Index to the Daoist Canon

description: The most comprehensive index of the Kanripo Daoist texts available. This includes dates, attributions, DZ 道藏 numbers, Daozang jiyao 道藏集要 parallel editions, as well as a total index of all the subsections within all the scriptures divided according to the original structure of the Zhengtong DZ 正統道藏. Compiled into a single file. All the *.txt files for the Kanripo Daoist texts can be downloaded from GitHub created by Chris Wittern as part of the Kanseki Repository 漢籍リポジトリ
DOI: 10.21979/n9/esxxzs
title: Replication Data for: Chiral plasmons with twisted atomic bilayers

description: Replication Data for: Chiral plasmons with twisted atomic bilayers
DOI: 10.21979/n9/h9xivz
title: Histogram of Bigram-Based Agreements Between LWRM1 and RAKE for Reuters News Corpus

description: Python script to plot the histogram comparing the bigram-based agreement between LWRM1 and RAKE for the Reuters news corpus.
DOI: 10.21979/n9/e1eczr
title: Effect of the second ring of antiresonant tubes in negative-curvature fibers

description: This dataset contains the data obtained from COMSOL Multiphysics Software used for the paper “Effect of the second ring of antiresonant tubes in negative-curvature fibers”
DOI: 10.21979/n9/fnxbke
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 #42: 20190325_2004
DOI: 10.21979/n9/hnfect
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 #28: 20181119_1903
DOI: 10.21979/n9/hehu27
title: Replication Data for: Polarization Shaping of Free-Electron Radiation by Gradient Bianisotropic Metasurfaces

description: Replication Data for: Polarization Shaping of Free-Electron Radiation by Gradient Bianisotropic Metasurfaces
DOI: 10.15468/dl.6ufqpz
title: Occurrence Download

description: A dataset containing 1106106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus, Myocastor coypus)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1106106 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001719-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zcztzw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clematis terniflora",
 "Country is Armenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001758-250827131500795/datasets/export for details.
DOI: 10.15468/dl.6kv4nq
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clematis terniflora",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 41 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001761-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntmuef
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clematis terniflora",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001763-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwqezy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leioptila annectens",
 "Country is Chinese Taipei",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001760-250827131500795/datasets/export for details.
DOI: 10.15468/dl.6b6j3b
title: Occurrence Download

description: A dataset containing 74077 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Bromus diandrus"
 ]
}

 The dataset includes 74077 records from 945 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001676-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qmjbw
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mogurnda pulchra)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001759-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.paq5hu
title: Occurrence Download

description: A dataset containing 6681 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-77.89009 7.23337,-77.89009 7.23337,-78.03179 7.05427,-77.87045 6.74434,-77.82939 6.54265,-77.76596 6.45717,-77.70289 6.15753,-77.16316 6.36274,-77.26717 6.69445,-77.36179 6.80523,-77.41088 6.82683,-77.45998 6.81505,-77.48748 6.7738,-77.52872 6.75024,-77.53658 6.77773,-77.53069 6.80326,-77.48925 6.82657,-77.39367 6.86312,-77.31215 6.88279,-77.41475 6.93831,-77.44427 7.01421,-77.36275 7.06341,-77.37399 7.1365,-77.426 7.20397,-77.43724 7.31782,-77.56655 7.4162,-77.63964 7.51178,-77.71334 7.50047,-77.75065 7.47101,-77.78797 7.4769,-77.81743 7.47298,-77.89009 7.23337))",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 6681 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001764-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5s7r8q
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clematis terniflora",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 47 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001765-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.teuzsa
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Liocichla omeiensis",
 "Country is Chinese Taipei",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001767-250827131500795/datasets/export for details.
DOI: 10.15468/dl.z5mhy6
title: Occurrence Download

description: A dataset containing 9438 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clematis terniflora",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9438 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001766-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gjq8ce
title: Occurrence Download

description: A dataset containing 248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Astranthium orthopodum"
 ]
}

 The dataset includes 248 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001768-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/8baw0l
title: Table S2

description: Table S2. characteristics of radial arteries. Values are presented as mean ± SEM. “N” is representative of the number of animals, “n” is representative of the number of vessels. Significant differences (p &lt; 0.05) from the control group are denoted by *.
DOI: 10.15468/dl.jmcxyk
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Schizodon borellii)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 151 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001770-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6um72t
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((10.27543 43.93661,10.21763 43.88587,10.26204 43.77944,10.32406 43.73996,10.42415 43.79071,10.36917 43.91758,10.27543 43.93661))",
 "OccurrenceStatus is Present",
 "TaxonKey is Acrocephalus melanopogon"
 ]
}

 The dataset includes 90 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001771-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/cjqulx
title: Table S1

description: Table S1. Antibody sources and concentrations utilized for Western Blot analyses.
DOI: 10.15468/dl.dd6fhn
title: Occurrence Download

description: A dataset containing 352 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.basisofrecord IN ('MATERIAL_SAMPLE', 'PRESERVED_SPECIMEN')
 AND (occurrence.decimallatitude &gt;= 36.44314 AND occurrence.decimallatitude &lt;= 39.85314 AND (occurrence.decimallongitude &gt;= -83.29501 AND occurrence.decimallongitude &lt;= -75.51389) AND GBIF_WITHIN('POLYGON ((-75.51389 36.44314, -76.71192 38.8425, -78.26088 39.85314, -83.29501 36.54468, -81.87916 36.54042, -75.51389 36.44314))', occurrence.decimallatitude, occurrence.decimallongitude) = TRUE)
 AND occurrence.hasgeospatialissues = FALSE
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (CAST(occurrence.taxonkey AS INTEGER) = 1496 OR CAST(occurrence.acceptedtaxonkey AS INTEGER) = 1496 OR CAST(occurrence.kingdomkey AS INTEGER) = 1496 OR CAST(occurrence.phylumkey AS INTEGER) = 1496 OR CAST(occurrence.classkey AS INTEGER) = 1496 OR CAST(occurrence.orderkey AS INTEGER) = 1496 OR CAST(occurrence.familykey AS INTEGER) = 1496 OR CAST(occurrence.genuskey AS INTEGER) = 1496 OR CAST(occurrence.specieskey AS INTEGER) = 1496)
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 352 records were derived from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001738-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.puma32
title: Occurrence Download

description: A dataset containing 3300 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Podiceps gallardoi"
 ]
}

 The dataset includes 3300 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001773-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9yngxa
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clematis viorna",
 "Country is Armenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001774-250827131500795/datasets/export for details.
DOI: 10.15468/dl.9e6m9f
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clematis viorna",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001776-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wd4fw
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Luciocephalus aura)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001777-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3tmde
title: Occurrence Download

description: A dataset containing 16570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 16570 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001775-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bragaj
title: Occurrence Download

description: A dataset containing 93173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Oceania",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dodonaea"
 ]
}

 The dataset includes 93173 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001737-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.