cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18609425
title: Data and code for: Climate change reshapes the distribution of Triatoma and increases future human exposure across the Americas

description: This repository contains the data and code supporting the analyses presented in the manuscript “Climate change reshapes the distribution of Triatoma and increases future human exposure across the Americas.”

The archive includes processed occurrence records, selected climatic predictors, cross-validation metrics, ensemble climatic suitability projections, binary suitability maps derived using the maximum sensitivity plus specificity threshold (maxSS), population exposure summaries, and the R script used for modelling and projection.

Occurrence data were obtained from the Global Biodiversity Information Facility (GBIF). Climate predictors were derived from WorldClim and CMIP6 projections. Population data were sourced from the WorldPop project.

All materials are provided to ensure full reproducibility of the modelling workflow and exposure estimates reported in the study.
DOI: 10.58119/ulg/bvgfpw
title: DATASET of the paper: "FTIR Analysis of Experimental Adhesives: Investigating Spectral Reproducibility, Chemometric Approaches, and Archaeological Applications"

description: This repository contains the datasets associated with the paper “FTIR Analysis of Experimental Adhesives: Investigating Spectral Reproducibility, Chemometric Approaches, and Archaeological Applications.” It includes FTIR spectra from Experiment 91 generated on two instruments (KBr/LN-MCT-B and ZnSe/TE-MCT-A) with both raw and processed data, as well as additional raw and processed spectra from the ZnSe/TE-MCT-A instrument collected for an orientation test. It also contains FTIR spectra from Experiment 121 generated on ZnSe/TE-MCT-A, which serve as a validation dataset for chemometric modeling. Measurement units for the associated spectral files are in Absorbance Units (arbitrary measurement, y-axis) and wavenumbers (x-axis). All FTIR spectra are provided in CSV format, and a single metadata file is included for the statistical comparability tests performed in R. The associated R scripts used for data processing and analysis are available both on GitHub and in this repository as .R files. Chemometric modeling files used to develop and validate classification models are also provided as MATLAB files.
DOI: 10.5281/zenodo.18609563
title: Dataset of "How much platinum is enough? Stability of Pt-coated titanium films for porous transport layers (PTLs) in acidic and fluoride-containing electrolyte"

description: Platinum-coated titanium porous transport layers (PTLs) are commonly used in proton exchange membrane water electrolyzers (PEMWE) to ensure electrical contact and corrosion resistance on the anode side. While the impact of platinum on interfacial performance has been extensively studied, the effect of Pt coating thickness on dissolution stability is not well understood. In this study, model Pt/Ti thin films with precisely controlled Pt thicknesses ranging from 1 to 100 nm were fabricated using magnetron sputtering. The films were examinedusing operando scanning flow cell inductively coupled plasma mass spectrometry (SFC–ICP-MS). Our findings revealed that thin Pt coatings allowed Ti dissolution under the tested conditions, while coatings of 20 nm or thicker delayed Ti exposure during dynamic operation. In fluoride-containing electrolytes, only coatings of 100 nm effectively prevented Ti dissolution. These results highlight critical Pt thickness thresholds necessary to suppress Ti corrosion under the operating conditions typical in PEMWE and provide a mechanistic foundation for the rational design of PTL coatings before validating at the device level.
DOI: 10.5281/zenodo.17779378
title: Dataset of "How much platinum is enough? Stability of Pt-coated titanium films for porous transport layers (PTLs) in acidic and fluoride-containing electrolyte"

description: Platinum-coated titanium porous transport layers (PTLs) are commonly used in proton exchange membrane water electrolyzers (PEMWE) to ensure electrical contact and corrosion resistance on the anode side. While the impact of platinum on interfacial performance has been extensively studied, the effect of Pt coating thickness on dissolution stability is not well understood. In this study, model Pt/Ti thin films with precisely controlled Pt thicknesses ranging from 1 to 100 nm were fabricated using magnetron sputtering. The films were examinedusing operando scanning flow cell inductively coupled plasma mass spectrometry (SFC–ICP-MS). Our findings revealed that thin Pt coatings allowed Ti dissolution under the tested conditions, while coatings of 20 nm or thicker delayed Ti exposure during dynamic operation. In fluoride-containing electrolytes, only coatings of 100 nm effectively prevented Ti dissolution. These results highlight critical Pt thickness thresholds necessary to suppress Ti corrosion under the operating conditions typical in PEMWE and provide a mechanistic foundation for the rational design of PTL coatings before validating at the device level.
DOI: 10.15468/dl.97u7pe
title: Occurrence Download

description: A dataset containing 1912 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficus luschnathiana",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1912 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008394-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvbbtv
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gelanoglanis varii",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008395-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65s8sf
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Goniothalamus griffithii",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 110 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008393-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ugmtg7
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ixia latifolia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 101 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008391-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qwung
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Bothriochloa exaristata"
 ]
}

 The dataset includes 63 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008396-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18609590
title: MILLIY UYG'ONISH DAVRI IJODKORLARINING O'XSHATISHLARDAN FOYDALANISH MAHORATI

description: Maqolada milliy uyg‘onish davri ijodkorlari tomonidan yaratilgan o‘xshatishlar ijodkor uslubining o‘ziga xosligi sifatida namoyon bo‘ladi.  Bu davr ijodkorlari asarlaridan misollar keltirilgan.
DOI: 10.5281/zenodo.18609591
title: MILLIY UYG'ONISH DAVRI IJODKORLARINING O'XSHATISHLARDAN FOYDALANISH MAHORATI

description: Maqolada milliy uyg‘onish davri ijodkorlari tomonidan yaratilgan o‘xshatishlar ijodkor uslubining o‘ziga xosligi sifatida namoyon bo‘ladi.  Bu davr ijodkorlari asarlaridan misollar keltirilgan.
DOI: 10.5517/cc69d40
title: CCDC 187771: Experimental Crystal Structure Determination

description: Related Article: S.Neeraj, M.L.Noy, C.N.R.Rao, A.K.Cheetham|2002|Solid State Sciences|4|1231|doi:10.1016/S1293-2558(02)00003-1
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccs3c07
title: CCDC 718208: Experimental Crystal Structure Determination

description: Related Article: H.Kumagai, H.Sobukawa, M.Kurmoo|2008|J.Mater.Sci.|43|2123|doi:10.1007/s10853-007-2033-8
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.5nsya3
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nepal",
 "TaxonKey is Apis florea"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008399-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4gsqzr
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ixia scillaris",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 164 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008401-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zftqwf
title: Occurrence Download

description: A dataset containing 4817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gynostemma pentaphyllum",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 4817 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008402-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16911859
title: Survey of science teachers on AI self-efficacy expectations, perceived usefulness, and expectations of colleagues' AI skills for adaptive teaching
DOI: 10.5281/zenodo.16911860
title: Survey of science teachers on AI self-efficacy expectations, perceived usefulness, and expectations of colleagues' AI skills for adaptive teaching
DOI: 10.15468/dl.rm4jxc
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pleroma hatschbachii",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 190 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008403-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hy5tag
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Liosomadoras morrowi",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 15 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008404-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17552517
title: Hate_annotated_data_Bhojpuri_hindi_english

description: This is a multilingual dataset that contains about 7000 comments extracted from Social media platforms . The comments are recorded in three languages: Hindi, English and Bhojpuri(a dialect of Hindi). The samples are in both Roman as well as Devanagari scripts. There are two classes to identify the samples, namely O(offensive) and NO(not offensive). Any comment that incites hate, uses objectionable words or is targeted against any community is considered as O(objectionable), the others are NO(non objectionable). Annotators were hired to annotate the data to the best case.
DOI: 10.5281/zenodo.17642853
title: Hate_annotated_data_Bhojpuri_hindi_english

description: This is a multilingual dataset that contains about 7000 comments extracted from Social media platforms . The comments are recorded in three languages: Hindi, English and Bhojpuri(a dialect of Hindi). The samples are in both Roman as well as Devanagari scripts. There are two classes to identify the samples, namely O(offensive) and NO(not offensive). Any comment that incites hate, uses objectionable words or is targeted against any community is considered as O(objectionable), the others are NO(non objectionable). Annotators were hired to annotate the data to the best case.
DOI: 10.15468/dl.6xv27m
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Bothriochloa glabra"
 ]
}

 The dataset includes 251 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008405-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2s5d8
title: Occurrence Download

description: A dataset containing 234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Carios vespertilionis, Argas vespertilionis)"
 ]
}

 The dataset includes 234 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008406-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/ddbr-dj02
title: "Integrated noise reduction algorithm"

description: "Through the cascaded processing of four stages: adaptive notch filtering, multi-feature fusion Wiener filtering, 3D Kalman filtering, and lightweight residual convolutional network, collaborative enhancement from the time-frequency domain to the deep learning domain is achieved. Experiments show that this method can achieve an average signal-to-noise ratio improvement of over 12 dB in a 1-7 kHz interference environment, and its robustness and enhancement quality are significantly better than traditional single-domain algorithms."
DOI: 10.5281/zenodo.18609649
title: TILSHUNOSLIKDA TERMINOLOGIYA VA TERMINGA NAZARIY-ILMIY YONDASHUVLAR

description: Ushbu maqolada terminologiya va termin tushunchalariga oid nazariy-ilmiy yondashuvlar tizimli ravishda tahlil qilinadi. Termin atamasining kelib chiqishi, uning atama va istiloh bilan bog‘lanishi, klassik hamda zamonaviy terminshunos olimlar — O. Vinokur, A. Gerd, V. G. Gak, V. P. Danilenko qarashlari asosida yoritiladi. Shuningdek, Yevgeniy Vyuster tomonidan ishlab chiqilgan xalqaro terminologiyani standartlashtirish tamoyillari, ISO/TC 37 qo‘mitasining tashkil topishi va uning ilmiy amaliyotdagi ahamiyati tahlil qilinadi. Zamonaviy tilshunoslikda kognitiv yondashuvlar, jumladan A. Vejbitskaning Tabiiy Semantik Meta-til nazariyasi termin tahlilidagi o‘rni bilan ko‘rib chiqiladi. Maqolada terminologik tizimlarning shakllanish tamoyillari, bitta belgi — bitta ma’no talabi, terminlarning umumtil birliklaridan farqi ilmiy asosda izohlanadi. Tadqiqot natijalari terminologiyaning fan-texnika taraqqiyotidagi o‘rni va yangi ilmiy tushunchalarni ifodalashdagi dolzarbligini ochib beradi.
DOI: 10.5281/zenodo.18609650
title: TILSHUNOSLIKDA TERMINOLOGIYA VA TERMINGA NAZARIY-ILMIY YONDASHUVLAR

description: Ushbu maqolada terminologiya va termin tushunchalariga oid nazariy-ilmiy yondashuvlar tizimli ravishda tahlil qilinadi. Termin atamasining kelib chiqishi, uning atama va istiloh bilan bog‘lanishi, klassik hamda zamonaviy terminshunos olimlar — O. Vinokur, A. Gerd, V. G. Gak, V. P. Danilenko qarashlari asosida yoritiladi. Shuningdek, Yevgeniy Vyuster tomonidan ishlab chiqilgan xalqaro terminologiyani standartlashtirish tamoyillari, ISO/TC 37 qo‘mitasining tashkil topishi va uning ilmiy amaliyotdagi ahamiyati tahlil qilinadi. Zamonaviy tilshunoslikda kognitiv yondashuvlar, jumladan A. Vejbitskaning Tabiiy Semantik Meta-til nazariyasi termin tahlilidagi o‘rni bilan ko‘rib chiqiladi. Maqolada terminologik tizimlarning shakllanish tamoyillari, bitta belgi — bitta ma’no talabi, terminlarning umumtil birliklaridan farqi ilmiy asosda izohlanadi. Tadqiqot natijalari terminologiyaning fan-texnika taraqqiyotidagi o‘rni va yangi ilmiy tushunchalarni ifodalashdagi dolzarbligini ochib beradi.
DOI: 10.15468/dl.uundse
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Klattia flava",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 33 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008407-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17032/shu-0000000300
title: Reading Post-Postmodernist Fictions of the Digital project: reader review study

description: These datasets were collected in May 2024 as part of the "Reading Post-Postmodernist Fictions of the Digital" project. They comprise reader reviews taken from the website Goodreads.com. 

The following were collected:
- 100 reviews of A Visit from the Goon Squad by Jennifer Egan (2011), filtered by the keyword 'Powerpoint', 'English language, 'newest first'. 
- 100 reviews of Where'd You Go, Bernadette by Maria Semple (2012), filtered by the keyword 'Email', 'English language, 'newest first'. 
- 100 reviews of Conversations with Friends By Sally Rooney (2017), filtered by the keyword 'Email', 'English language, 'newest first'. 
- 99 reviews of Open Water by Caleb Azumah Nelson (2021), filtered by the keyword 'playlist', 'English language, 'newest first'. There are only 99 reviews as opposed to 100 because, at the time of data collection, only 99 reviews met the collection criteria as outlined here. 
- 100 reviews of Night Film by Marisha Pessl (2013), filtered by the keyword 'app', 'English language', and published on the website between 21.8.2013-8.12.2020. This time period was set because it represents the period of time in which the accompanying Night Film decoder app was available and functioning. It thus allowed us to collect data from readers who had used the app alongside the novel.

The reviews have been anonymized via the use of pseudonyms. Any potentially identifying/sensitive data has been redacted.
DOI: 10.5281/zenodo.18604173
title: Hurong_20220617_D2_F1
DOI: 10.5281/zenodo.18604174
title: Hurong_20220617_D2_F1
DOI: 10.15468/dl.afm632
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hedychium forrestii",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 95 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008410-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cphd2e
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudepapterus cucuhyensis",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 36 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008408-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2rhv63
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pleroma marumbiense",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 26 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008409-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2nv4e4
title: Occurrence Download

description: A dataset containing 77550 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((483.69389 9.51911,484.70843 9.51911,484.70843 10.17061,483.69389 10.17061,483.69389 9.51911))"
 ]
}

 The dataset includes 77550 records from 216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008286-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/dzvnzo
title: Metagenomic dataset from 17 various fermented vegetables samples

description: The tabulated file contains all metadata from the 17 samples of the METASIMFOOD-FLEGME metagenomic dataset.
DOI: 10.57745/t6k56w
title: Flegme_metagenomic_dataset_metadata_final.tab

description: metadata_samples
DOI: 10.17032/shu-0000000301
title: "Reading Post-Postmodernist Fictions of the Digital" project: reading group study.

description: These datasets were collected as part of the "Reading Post-Postmodernist Fictions of the Digital" project. They comprise reading groups discussions in which readers discussed one of the following texts: 
- A Visit from the Goon Squad by Jennifer Egan (2011), 
- Where'd You Go, Bernadette by Maria Semple (2012), 
- Conversations with Friends By Sally Rooney (2017), 
- Open Water by Caleb Azumah Nelson (2021),
- Night Film by Marisha Pessl (2013).

The transcripts have been anonymized via the use of pseudonyms which the participants were given the option to choose. Any potentially identifying/sensitive data has been redacted.

File titles encode the novels discussed as follows: GS = A Visit from the Goon Squad; WB = Where'd You Go, Bernadette; CW = Conversations with Friends; OW = Open Water; NF = Night Film