cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30140920.v1
title: Modeling FTIR Spectra of Ramie Non-Woven Fabrics with Corona Plasma Treatment: ANN, SVR, Random Forest, XGBoost

description: This study used machine learning techniques such as artificial neural networks, support vector regression, random forest, and XGBoost to examine the effect of Corona plasma treatment parameters on non-woven fabrics and evaluate the model’s ability to predict Fourier Transform Infrared Spectroscopy (FTIR) spectral information from FTIR measurements. We examined the FTIR spectra information of non-woven fabrics based on FTIR measurements by varying the variables associated with Corona plasma treatment. FTIR percent transmission (T%) was predicted based on three input parameters: wavenumber, electrode distance, and exposure time. Our study is unique in that we used an artificial neural network (ANN) to model the plasma treatment on non-woven materials made from ramie fiber and the FTIR spectra accurately for the first time. According to this study, the random forest (RF), XGBoost, and ANN with three hidden layers were appropriate for determining FTIR percent transmission (T%). Based on this research, the values of R2 for determining the percent transmission (T%) for random forest, XGBoost, and ANN were 0.97, 0.99 and 0.999 respectively. This study leverages artificial intelligence to simulate FTIR spectra of plasma-treated textiles, demonstrating the potential of machine learning–driven modeling to advance plasma treatment research for non-woven materials.
DOI: 10.60707/yrt8-2c17
title: SEM data from polished Bennu paticles
DOI: 10.25574/25550
title: Chandra X-ray Observatory ObsId 25550

description: A Systematic Survey of Extreme X-ray Variability of Weak-Line Quasars
DOI: 10.60707/jd6n-1p30
title: SEM data from polished Bennu paticles
DOI: 10.60707/7x9n-zp62
title: SEM data from polished Bennu paticles
DOI: 10.25574/28121
title: Chandra X-ray Observatory ObsId 28121

description: PHANGS-Chandra: A Legacy Survey for Detailing the First Billion Years of X-ray Evolution in Galaxies
DOI: 10.60707/34z0-jx97
title: SEM data from polished Bennu paticles
DOI: 10.60707/xkby-ry60
title: SEM data from polished Bennu paticles
DOI: 10.5281/zenodo.17136845
title: LACM Cossidae specimen records pulled 2025-09-16

description: This is a current list of specimen records in the LACM Entomology collection.  It is incomplete, as the majority of specimens are not digitized.  The slide records are for dissected parts, not whole specimens.
DOI: 10.5281/zenodo.17136846
title: LACM Cossidae specimen records pulled 2025-09-16

description: This is a current list of specimen records in the LACM Entomology collection.  It is incomplete, as the majority of specimens are not digitized.  The slide records are for dissected parts, not whole specimens.
DOI: 10.25574/28542
title: Chandra X-ray Observatory ObsId 28542

description: PHANGS-Chandra: A Legacy Survey for Detailing the First Billion Years of X-ray Evolution in Galaxies
DOI: 10.60707/m950-pn91
title: SEM data from polished Bennu paticles
DOI: 10.25574/28543
title: Chandra X-ray Observatory ObsId 28543

description: PHANGS-Chandra: A Legacy Survey for Detailing the First Billion Years of X-ray Evolution in Galaxies
DOI: 10.60707/kbbj-cg81
title: SEM data from polished Bennu paticles
DOI: 10.25574/28545
title: Chandra X-ray Observatory ObsId 28545

description: PHANGS-Chandra: A Legacy Survey for Detailing the First Billion Years of X-ray Evolution in Galaxies
DOI: 10.6073/pasta/129b75c156d4e825e691b6d5ed401300
title: Small mammal species composition data for Niwot Ridge, 1981 - 1990.

description: Small mammals were live trapped during the summer of each year at
 various locations on Niwot Ridge. Species trapped included pikas
 (Ochotona princeps), marmots (Marmota flaviventris), deer mice
 (Peromyscus maniculatus), voles (Microtus longicaudus, Microtus
 montanus, and Phenacomys intermedius), and pocket gophers (Thomomys
 talpoides). Pocket gophers were only trapped through the summer of
 1983. Mice and voles were trapped using Sherman traps, while
 Tomahawk traps were used to trap both the pikas and marmots. Sherman
 gopher traps were used to trap gophers. The mice and vole traps were
 placed 10 meters apart in parallel rows in grids containing from 25
 to 100 traps; weather permitting, these traps were placed for 3
 consecutive nights every 1 or 2 weeks from June to August. The
 pikas, marmots, and gophers were trapped during late summer of each
 year; consult Halfpenny et al. (1984; 1987) for a general
 description of these trap locations, as well as descriptions of
 baiting and handling techniques and surrounding vegetation
 communities. Pika and marmot traps were selectively placed in areas
 where evidence of these animals existed. In the case of the pocket
 gophers, traps were placed below ground in active mounds. For pikas,
 marmots and pocket gophers, traps were set during the day and were
 checked every 2 hours. After determining and recording species, sex,
 age, reproductive status, weight, health, and trap location, trapped
 animals were permanently tagged and released.
 
 
 An additional quality-controlled, derived data-table
 (pikas_no_recap.cr.data.csv) was added to the original dataset in
 2022. This data table is derived from the original capture data, but
 includes only year-unique captures, where each year-unique capture
 is the "best" one for comparison with other year-unique
 captures. For comparability among years, the best capture for
 comparability among years is usually the first capture of the year,
 representing the animal's baseline weight for the year (weight
 appears to decrease with repeated captures, probably due to
 capture-induced stress; this weight-loss is most evident in adults,
 because they're no longer growing, but may also retard the normal
 weight gain in juveniles). These derived data were prepared by Chris
 Ray using several lines of evidence for each determination.
DOI: 10.15468/dl.hmgyet
title: Occurrence Download

description: A dataset containing 358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Muridae"
 ]
}

 The dataset includes 358 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007524-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96yub9
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007527-250914085247600/datasets/export for details.
DOI: 10.15468/dl.hbrc7q
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007525-250914085247600/datasets/export for details.
DOI: 10.15468/dl.w9r8cp
title: Occurrence Download

description: A dataset containing 516241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "DatasetKey is one of (Museo Nacional de Ciencias Naturales, Madrid: MNCN_ICTIO, KUBI Herpetology Collection, Données piscicoles et astacicoles des cours d'eau de France métropolitaine bancarisées dans ASPE (OFB) - Données acquises selon le protocole de pêche complète à un ou plusieurs passages - ASPE - OFB, Monitoreo biológico de especies de anfibios desarrollado por el proyecto PARG, Fishes in MZNA-VERT: foraging ecology of the kingfisher. PhD project, Antonio Vilches, iNaturalist Research-grade Observations)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 516241 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007505-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pshy77
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tradescantia virginiana",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 105 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007528-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2nffg0
title: CCDC 2455772: Experimental Crystal Structure Determination

description: Related Article: Diego Mirani, Antonio J. Riquelme, Samuel Fauvel, Cyril Aumaître, Pascale Maldivi, Jacques Pécaut, Renaud Demadrill|2025|Mater. Chem. Front.|9|2770|doi:10.1039/d5qm00412h
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/ccdc.csd.cc2nffh1
title: CCDC 2455773: Experimental Crystal Structure Determination

description: Related Article: Diego Mirani, Antonio J. Riquelme, Samuel Fauvel, Cyril Aumaître, Pascale Maldivi, Jacques Pécaut, Renaud Demadrill|2025|Mater. Chem. Front.|9|2770|doi:10.1039/d5qm00412h
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/ccdc.csd.cc2nqt8h
title: CCDC 2464787: Experimental Crystal Structure Determination

description: Related Article: Christopher J. Reyes, Jeanet Conradie, Abhik Ghosh, Hadi D. Arman, Zachary J. Tonzetich|2025|Inorg.Chem.|64|17418|doi:10.1021/acs.inorgchem.5c02758
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/ccdc.csd.cc2nqt9j
title: CCDC 2464788: Experimental Crystal Structure Determination

description: Related Article: Christopher J. Reyes, Jeanet Conradie, Abhik Ghosh, Hadi D. Arman, Zachary J. Tonzetich|2025|Inorg.Chem.|64|17418|doi:10.1021/acs.inorgchem.5c02758
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/ccdc.csd.cc2nqtbk
title: CCDC 2464789: Experimental Crystal Structure Determination

description: Related Article: Christopher J. Reyes, Jeanet Conradie, Abhik Ghosh, Hadi D. Arman, Zachary J. Tonzetich|2025|Inorg.Chem.|64|17418|doi:10.1021/acs.inorgchem.5c02758
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: 10.5281/zenodo.17135909
title: Performance Evaluation of a Distributed Ledger-Based Platform for Renewable Energy Trading

description: The file contains performance measurements for a distributed energy-trading system. Metrics include RAM usage, execution time for transaction batches, and energy consumption during batch execution on a Beowulf cluster.
DOI: 10.5281/zenodo.17135908
title: Performance Evaluation of a Distributed Ledger-Based Platform for Renewable Energy Trading

description: The file contains performance measurements for a distributed energy-trading system. Metrics include RAM usage, execution time for transaction batches, and energy consumption during batch execution on a Beowulf cluster.
DOI: 10.15468/dl.n8xr2d
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hemibrycon mikrostiktos)",
 "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/0007530-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/31479
title: Chandra X-ray Observatory ObsId 31479

description: PHANGS-Chandra: A Legacy Survey for Detailing the First Billion Years of X-ray Evolution in Galaxies
DOI: 10.15468/dl.6m77u4
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-81.93144 -5.1425,-75.07097 -5.1425,-75.07097 1.49403,-81.93144 1.49403,-81.93144 -5.1425))",
 "HasGeospatialIssue is false",
 "TaxonKey is Coniophanes dromiciformis"
 ]
}

 The dataset includes 87 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007531-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ee7jxz
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tradescantia virginiana",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 39 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007532-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r3m2t9
title: Occurrence Download

description: A dataset containing 3269 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tradescantia virginiana",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3269 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007533-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33m7ek
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007534-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pj7txt
title: Occurrence Download

description: A dataset containing 8 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)"
 ]
 }
 },
 {
 "not" : {
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
 }
 },
 "TaxonKey is Leptodactylus oreomantis"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007537-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vtjw2
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tradescantia virginiana",
 "Country is Ukraine",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007540-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85pctb
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tradescantia virginiana",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 53 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007541-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f927vt
title: Occurrence Download

description: A dataset containing 2740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Argopecten gibbus",
 "Year 2000-2025"
 ]
}

 The dataset includes 2740 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007539-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5067/is-40e/tempo/no2_l2.004
title: TEMPO NO2 tropospheric, stratospheric, and total columns V04
DOI: 10.15468/dl.2rpvfs
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Imparfinis microps)",
 "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 69 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007543-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c42e5k
title: Occurrence Download

description: A dataset containing 2079 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Leopardus pardalis"
 ]
}

 The dataset includes 2079 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007542-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcevl6
title: Occurrence Download

description: A dataset containing 9992 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is France",
 "Country is Spain"
 ]
 },
 "TaxonKey is Rupicapra pyrenaica Bonaparte, 1845"
 ]
}

 The dataset includes 9992 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034852-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jlns7n
title: Occurrence Download

description: A dataset containing 432 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cathorops melanopus (Günther, 1864)"
 ]
}

 The dataset includes 432 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002527-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m66y7m
title: Occurrence Download

description: A dataset containing 56383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abrostola tripartita (Hufnagel, 1766))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 56383 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168797-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.emnunm
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Didymosphenia geminatum (Lyngbye) M.Schmidt, 1899"
 ]
}

 The dataset includes 251 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005156-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wuybly
title: Occurrence Download

description: A dataset containing 604 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Year 2000-2018",
 "TaxonKey is Procyon lotor (Linnaeus, 1758)"
 ]
}

 The dataset includes 604 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011443-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.