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

description: A dataset containing 5437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Chinese Taipei, China, Hong Kong, Macao)",
 "OccurrenceStatus is Present",
 "TaxonKey is Celosia argentea L."
 ]
}

 The dataset includes 5437 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005885-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17483320
title: Data set and Jupyter files to train a machine learning model to predict the hydrogen bond energy based on partial charges, bond orders, bond distances and element types

description: The capabilities of machine learning approaches was investigated to predict the hydrogen bond energy based on partial charges, bond orders, bond distances and element types. Support vector regression in combination with gradient boosting resulted in a mean absolute percentage error of 3 % which is a significant improvement compared to previous models. The best models include Löwdin partial charges and bond orders from BLYP or B3LYP with the def2-SVP double-ζ basis set. Furthermore, the semiempirical GFN2-xTB approach can be employed to calculate Mulliken partial charges and Wiberg bond orders as input features of a regression model resulting in a mean absolute percentage error of 4%. All models were fitted on coupled cluster energies with singles, doubles and perturbative triples extrapolated to the complete basis set limit.  

The data contains the input and output files of all quantum chemistry calculations to get a data set for a regression model as well as the Jupyter notebooks to train and validate a machine learning model. More information can be found in README.txt.
DOI: 10.5281/zenodo.16902602
title: Data set and Jupyter files to train a machine learning model to predict the hydrogen bond energy based on partial charges, bond orders, bond distances and element types

description: The capabilities of machine learning approaches was investigated to predict the hydrogen bond energy based on partial charges, bond orders, bond distances and element types. Support vector regression in combination with gradient boosting resulted in a mean absolute percentage error of 3 % which is a significant improvement compared to previous models. The best models include Löwdin partial charges and bond orders from BLYP or B3LYP with the def2-SVP double-ζ basis set. Furthermore, the semiempirical GFN2-xTB approach can be employed to calculate Mulliken partial charges and Wiberg bond orders as input features of a regression model resulting in a mean absolute percentage error of 4%. All models were fitted on coupled cluster energies with singles, doubles and perturbative triples extrapolated to the complete basis set limit.  

The data contains the input and output files of all quantum chemistry calculations to get a data set for a regression model as well as the Jupyter notebooks to train and validate a machine learning model. More information can be found in README.txt.
DOI: 10.7910/dvn/qrqncf
title: Replication Data for: Measuring Preferences for Income Equality and Income Mobility

description: Lara E., Bernardo, and Shores, Kenneth A., (2024) “Measuring Preferences for Income Equality and Income Mobility.” Review of Economics and Statistics 106:6, 1542–1557.
description: Volume XX, Issue X
DOI: 10.25549/inscriptifact-ouc112042787
title: Cuneiform Tablet 1913.14.1741, Spurlock 1913.14.1741

description: [Text Description:] Popular proverb inscribed by teacher and student: "In the town of the vagrants, the lame is a courier." ❧ [Text or Publication Number Note:] Spurlock 1913.14.1741; CDLI P421592 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) ❧ [Physical Object Note:] 9 x 8.1 x 3.4 cm (179 g)
DOI: 10.15468/dl.ehd487
title: Occurrence Download

description: A dataset containing 1956 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mallotus apelta (Lour.) Müll.Arg."
 ]
}

 The dataset includes 1956 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199534-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z75mpf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ischnoceros kirishimensis Kusigemati, 1984",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226394-220831081235567/datasets/export for details.
DOI: 10.15468/dl.hh9h6u
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is VieKas LIFE project invasive species observations",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202628-210914110416597/datasets/export for details.
DOI: 10.25549/inscriptifact-ouc112036925
title: Cuneiform Tablet 1913.14.1685, Spurlock 1913.14.1685

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1685; CDLI P421536 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 3.2 x 2.2 x 1.6 cm (10 g)
DOI: 10.15468/dl.4k6wdr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clubiona yasudai Ono, 1991",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226419-220831081235567/datasets/export for details.
DOI: 10.15468/dl.ak2whx
title: Occurrence Download

description: A dataset containing 5607 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lathyrus heterophyllus L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5607 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048390-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqutm8
title: Occurrence Download

description: A dataset containing 1003 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-82.5368066999999996 27.8530678000000016, -82.5368066999999996 27.8559574499999982, -82.5368066999999996 27.8580866699999987, -82.5368066999999996 27.8606721499999992, -82.5368066999999996 27.8628013699999997, -82.5368066999999996 27.8659952000000004, -82.5368066999999996 27.8687327700000012, -82.5368066999999996 27.8719265999999983, -82.5340793200000036 27.8719265999999983, -82.5302913000000018 27.8719265999999983, -82.5278669599999972 27.8719265999999983, -82.5251395800000012 27.8719265999999983, -82.5216546000000051 27.8719265999999983, -82.5216546000000051 27.8681244200000009, -82.5216546000000051 27.8658431200000010, -82.5216546000000051 27.8632576400000005, -82.5216546000000051 27.8593033699999992, -82.5216546000000051 27.8559574499999982, -82.5216546000000051 27.8530678000000016, -82.5257456700000063 27.8530678000000016, -82.5289276099999967 27.8530678000000016, -82.5313519399999933 27.8530678000000016, -82.5334732400000064 27.8530678000000016, -82.5368066999999996 27.8530678000000016))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 1003 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084407-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112036757
title: Cuneiform Tablet 1913.14.1685, Spurlock 1913.14.1685

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1685; CDLI P421536 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 3.2 x 2.2 x 1.6 cm (10 g)
DOI: 10.15468/dl.3w92zr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Herochroma cristata (Warren, 1894)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226410-220831081235567/datasets/export for details.
DOI: 10.25549/inscriptifact-ouc112036844
title: Cuneiform Tablet 1913.14.1685, Spurlock 1913.14.1685

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1685; CDLI P421536 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 3.2 x 2.2 x 1.6 cm (10 g)
DOI: 10.15468/dl.snmev3
title: Occurrence Download

description: A dataset containing 290 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "TaxonKey is Helianthus maximiliani Schrad."
 ]
}

 The dataset includes 290 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227936-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2e9r9n
title: Occurrence Download

description: A dataset containing 542 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-74.8440295999999989 40.2431705999999991, -74.8440295999999989 40.2459001699999988, -74.8440295999999989 40.2483086200000031, -74.8440295999999989 40.2513593099999980, -74.8440295999999989 40.2555339500000002, -74.8440295999999989 40.2592269000000016, -74.8414575200000058 40.2592269000000016, -74.8375991000000056 40.2592269000000016, -74.8351875799999959 40.2592269000000016, -74.8313291599999957 40.2592269000000016, -74.8277922700000033 40.2592269000000016, -74.8253807499999937 40.2592269000000016, -74.8221656000000053 40.2592269000000016, -74.8221656000000053 40.2556945099999979, -74.8221656000000053 40.2526438200000030, -74.8221656000000053 40.2500748100000010, -74.8221656000000053 40.2479874899999999, -74.8221656000000053 40.2452579200000002, -74.8221656000000053 40.2431705999999991, -74.8245769100000047 40.2431705999999991, -74.8279530300000033 40.2431705999999991, -74.8330976000000021 40.2431705999999991, -74.8375991000000056 40.2431705999999991, -74.8406536800000026 40.2431705999999991, -74.8440295999999989 40.2431705999999991))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 542 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084485-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9g8vn4
title: Occurrence Download

description: A dataset containing 404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phyllanthus emblica L."
 ]
}

 The dataset includes 404 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202873-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112036930
title: Cuneiform Tablet 1913.14.1685, Spurlock 1913.14.1685

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1685; CDLI P421536 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 3.2 x 2.2 x 1.6 cm (10 g)
DOI: 10.15468/dl.rzzr4e
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polypogon gryphalis (Herrich-Schäffer, 1851)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226406-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8c63qk
title: Occurrence Download

description: A dataset containing 639350 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium robertianum L."
 ]
}

 The dataset includes 639350 records from 2358 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227924-230224095556074/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.cc2ktltt
title: CCDC 2378097: Experimental Crystal Structure Determination

description: Related Article: Edgar Rojas‐Arroyo, Fernando Hernandez‐Borja, Yolanda Alcaraz‐Contreras, Marco A. García‐Revilla, Eduardo Peña‐Cabrera, Marcos Flores‐Alamo, Gabriel Ramos‐Ortiz, Francisco Delgado, Miguel A. Vazquez|2025|ChemPhotoChem|9|e202500147|doi:10.1002/cptc.202500147
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.cc2ktlvv
title: CCDC 2378098: Experimental Crystal Structure Determination

description: Related Article: Edgar Rojas‐Arroyo, Fernando Hernandez‐Borja, Yolanda Alcaraz‐Contreras, Marco A. García‐Revilla, Eduardo Peña‐Cabrera, Marcos Flores‐Alamo, Gabriel Ramos‐Ortiz, Francisco Delgado, Miguel A. Vazquez|2025|ChemPhotoChem|9|e202500147|doi:10.1002/cptc.202500147
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: 10.57702/bfmwwpwc
title: Job Application History and Active Job Posting Records

description: A dataset of user job application history and active job posting records.
DOI: 10.57702/a6ycte0l
title: Face liveness detection using dynamic texture

description: Face liveness detection using dynamic texture
DOI: 10.5281/zenodo.18490372
title: ОСЛОЖНЕНИЯ РАННЕГО ПОСЛЕНАРКОЗНОГО ПЕРИОДА У БОЛЬНЫХ С ОЖИРЕНИЕМ

description: Ожирение является одним из наиболее значимых факторов риска развития осложнений в раннем посленаркозном периоде, что обусловлено выраженными метаболическими, респираторными и сердечно-сосудистыми нарушениями. У пациентов с избыточной массой тела и ожирением чаще наблюдаются гиповентиляция, обструкция верхних дыхательных путей, гипоксемия, а также гемодинамическая нестабильность в первые часы после выхода из наркоза. Существенную роль в формировании осложнений играют особенности фармакокинетики и фармакодинамики анестетиков, трудности в обеспечении проходимости дыхательных путей и повышенный риск аспирации. Кроме того, у данной категории больных чаще регистрируются послеоперационная боль, тошнота и рвота, замедленное восстановление сознания и необходимость пролонгированного мониторинга. Анализ причин и структуры ранних посленаркозных осложнений у пациентов с ожирением имеет важное практическое значение для оптимизации анестезиологического пособия, профилактики неблагоприятных исходов и повышения безопасности хирургического лечения.
DOI: 10.5281/zenodo.18490371
title: ОСЛОЖНЕНИЯ РАННЕГО ПОСЛЕНАРКОЗНОГО ПЕРИОДА У БОЛЬНЫХ С ОЖИРЕНИЕМ

description: Ожирение является одним из наиболее значимых факторов риска развития осложнений в раннем посленаркозном периоде, что обусловлено выраженными метаболическими, респираторными и сердечно-сосудистыми нарушениями. У пациентов с избыточной массой тела и ожирением чаще наблюдаются гиповентиляция, обструкция верхних дыхательных путей, гипоксемия, а также гемодинамическая нестабильность в первые часы после выхода из наркоза. Существенную роль в формировании осложнений играют особенности фармакокинетики и фармакодинамики анестетиков, трудности в обеспечении проходимости дыхательных путей и повышенный риск аспирации. Кроме того, у данной категории больных чаще регистрируются послеоперационная боль, тошнота и рвота, замедленное восстановление сознания и необходимость пролонгированного мониторинга. Анализ причин и структуры ранних посленаркозных осложнений у пациентов с ожирением имеет важное практическое значение для оптимизации анестезиологического пособия, профилактики неблагоприятных исходов и повышения безопасности хирургического лечения.
DOI: 10.15468/dl.zr34h3
title: Occurrence Download

description: A dataset containing 7188 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycalopex sechurae"
 ]
}

 The dataset includes 7188 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013194-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xcv43s
title: Occurrence Download

description: A dataset containing 1183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Fidelia"
 ]
}

 The dataset includes 1183 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013196-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtvwa8
title: Occurrence Download

description: A dataset containing 668697 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Polypodiopsida",
 "Year 2000-2026"
 ]
}

 The dataset includes 668697 records from 987 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013183-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18490386
title: INTERAKTIV TA'LIM METODLARINING SAMARADORLIGI

description: mazkur maqolada hozirgi kunda darslarini samarali tashkillash hamda o‘quvchilarni fanga qiziqtirish bo‘yicha so‘nggi yillarda taklif qilinayitgan interfaol metodlarga bag‘ishlangan maqolalar qiyoslangan holda o‘rganilgan. Tahlilga tortilayotgan metodlar har qanday vaziyatda ham qo‘llash imkoniyatiga egaligi bilan ahamiyatli hisoblanadi.
DOI: 10.15468/dl.8faraa
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Lycalopex culpaeus"
 ]
}

 The dataset includes 141 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013198-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18490385
title: INTERAKTIV TA'LIM METODLARINING SAMARADORLIGI

description: mazkur maqolada hozirgi kunda darslarini samarali tashkillash hamda o‘quvchilarni fanga qiziqtirish bo‘yicha so‘nggi yillarda taklif qilinayitgan interfaol metodlarga bag‘ishlangan maqolalar qiyoslangan holda o‘rganilgan. Tahlilga tortilayotgan metodlar har qanday vaziyatda ham qo‘llash imkoniyatiga egaligi bilan ahamiyatli hisoblanadi.
DOI: 10.15468/dl.r7tzcj
title: Occurrence Download

description: A dataset containing 302 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Taxillus chinensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 302 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013197-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18490021
title: SuperDARN data in netCDF format (2013-Jun)

description: 2013-Jun SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.5281/zenodo.6484924
title: SuperDARN data in netCDF format (2013-Jun)

description: 2013-Jun SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'