cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.vy895z
title: Occurrence Download

description: A dataset containing 3003 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((1.70083 46.5025,1.70995 46.49088,1.71276 46.48979,1.71245 46.48469,1.71614 46.48225,1.72068 46.47009,1.72527 46.46344,1.74589 46.45044,1.75485 46.45232,1.77067 46.45231,1.78489 46.45534,1.78979 46.45303,1.79831 46.45482,1.8045 46.45818,1.80487 46.46357,1.80916 46.46548,1.80903 46.46784,1.80524 46.47017,1.80471 46.47442,1.81257 46.47382,1.81834 46.47619,1.81258 46.48074,1.80102 46.48182,1.78461 46.49093,1.77763 46.493,1.77341 46.49614,1.77079 46.50084,1.77137 46.50285,1.76529 46.50043,1.76035 46.50245,1.75948 46.50476,1.75037 46.50711,1.75037 46.50854,1.74783 46.50918,1.73459 46.51079,1.73363 46.50889,1.72657 46.50829,1.72624 46.50324,1.71042 46.50968,1.70874 46.50884,1.70893 46.50711,1.70083 46.5025)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3003 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019942-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/dans-zyb-x8m5
title: Archeologische onderzoeken te Gemert - Hofgoed en Bakel - Neerstraat 11A
title: Archeologische Rapporten Maaskant 17

description: &lt;p&gt;De archeologische onderzoeken te Gemert - Hofgoed en Bakel - Neerstraat 1 IA hebben geen onverstoorde archeologische vindplaatsen opgeleverd.&lt;/p&gt;
DOI: 10.15468/dl.jzakbd
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019945-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30750074
title: <b>Leaf longevity products over tropical and subtropical evergreen broadleaved forests</b>

description: <br>This dataset provides 0.25 degree spatial resolution leaf longevity product (2001-2023) over tropical and subtropical evergreen broadleaved forests. The mapped extent is longitude (-180, 180) and latitude (-30, 30).The timeseries dataset is provided in geotif (*.tif) format forleaf longevity product. Data named "Leaf_longevity_025deg_2001.tif" means leaf_longevity mapped in 2001.Any questions about the dataset can be corresponded to Xiuzhi Chen (chenxzh73@mail.sysu.edu.cn).
DOI: 10.6084/m9.figshare.30750074.v1
title: <b>Leaf longevity products over tropical and subtropical evergreen broadleaved forests</b>

description: <br>This dataset provides 0.25 degree spatial resolution leaf longevity product (2001-2023) over tropical and subtropical evergreen broadleaved forests. The mapped extent is longitude (-180, 180) and latitude (-30, 30).The timeseries dataset is provided in geotif (*.tif) format forleaf longevity product. Data named "Leaf_longevity_025deg_2001.tif" means leaf_longevity mapped in 2001.Any questions about the dataset can be corresponded to Xiuzhi Chen (chenxzh73@mail.sysu.edu.cn).
DOI: 10.6084/m9.figshare.29844725
title: Selection of mediators and dependence structure for high-dimensional mediation analysis

description: Causal mediation analysis examines the potential causal pathways between an exposure variable and outcome through intermediate variables with the goal of estimating direct and indirect effects. In practice, intermediate variables may be high-dimensional, in which case one may first aim to identify the true mediators among them. The dependence structure among mediators may then be studied with the goal of identifying a simple sufficient structure. We propose a two-stage penalized estimation procedure to meet these goals. The first stage involves selecting mediators by identifying non-zero indirect effects via a penalized regression. The second stage aims to simplify the correlation structure among selected mediators enabling the estimation of individual, grouped or joint effects. Through transformation of variables, the correlation selection problem can be reformulated as a standard LASSO problem. The two stages can be performed jointly or sequentially and we study the performance of each implementation through simulation studies. Finally, the proposed approach is applied to a psychiatry study in which the aim is to identify methylation loci that mediate the causal effect of childhood trauma on adult stress level.
DOI: 10.6084/m9.figshare.29844725.v1
title: Selection of mediators and dependence structure for high-dimensional mediation analysis

description: Causal mediation analysis examines the potential causal pathways between an exposure variable and outcome through intermediate variables with the goal of estimating direct and indirect effects. In practice, intermediate variables may be high-dimensional, in which case one may first aim to identify the true mediators among them. The dependence structure among mediators may then be studied with the goal of identifying a simple sufficient structure. We propose a two-stage penalized estimation procedure to meet these goals. The first stage involves selecting mediators by identifying non-zero indirect effects via a penalized regression. The second stage aims to simplify the correlation structure among selected mediators enabling the estimation of individual, grouped or joint effects. Through transformation of variables, the correlation selection problem can be reformulated as a standard LASSO problem. The two stages can be performed jointly or sequentially and we study the performance of each implementation through simulation studies. Finally, the proposed approach is applied to a psychiatry study in which the aim is to identify methylation loci that mediate the causal effect of childhood trauma on adult stress level.
DOI: 10.5517/cc89yyf
title: CCDC 247905: Experimental Crystal Structure Determination

description: Related Article: S.Parsons, A.Smith, P.Tasker, P.A.Wood|2004|CSD Communication|||
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.cc2j4lt3
title: CCDC 2328125: Experimental Crystal Structure Determination

description: Related Article: Mehran Feizi-Dehnayebi, Ghodsi Mohammadi Ziarani, Sajjad Rakhshani, Zahra Panahande, Ahmed M Abu-Dief|2025|CSD Communication|||
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.78958p
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((67.68019 17.27208,131.31981 17.27208,131.31981 42.72792,67.68019 42.72792,67.68019 17.27208))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tenuilapotamon"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019949-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f83d75
title: Occurrence Download

description: A dataset containing 3506920724 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3506920724 records from 72964 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019870-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cszsbm
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Melia dubia"
 ]
}

 The dataset includes 19 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019952-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/dans-z42-5fbc
title: Archol Rapport 11: Van steentijd tot middeleeuwen: Archeologisch onderzoek rond een fossiele beekloop te Herpen-Wilgendaal
title: Archeologisch Rapport FA-UL Archeologische Rapoorten Maaskant 17

description: &lt;p&gt;Archeologisch onderzoek in het dorp Herpen, plangebied Wilgendaal fase 2E.&lt;/p&gt;
description: &lt;p&gt;Er zijn vier bootvormige huisplattegronden en daarbij behorende erfstructuren uit de 11e eeuw gevonden. Onder het stuifzand kwamen grote aantallen sporen en vondsten uit de metaaltijden en de steentijd tevoorschijn.&lt;/p&gt;
description: &lt;p&gt;Definitieve opgraving Herpen-Wilgendaal, biografie van een landschap rond een waterloop&lt;/p&gt;
description: &lt;p&gt;Archeologisch Rapport FA-UL Archeologische Rapoorten Maaskant 17&lt;/p&gt;
DOI: 10.5281/zenodo.10673693
title: Molecular Dynamics Simulations and Artificial Intelligence in Scientific Publishing

description: To cite: Biriukov, D.; Vácha, R. Pathways to a Shiny Future: Building the Foundation for Computational Physical Chemistry and Biophysics in 2050. ACS Phys. Chem Au 2024, 4 (4), 302–313. DOI: 10.1021/acsphyschemau.4c00003

Data collected from Scopus as of 21st Dec 2023. The search was based on finding occurrences of "molecular dynamics" either alone ("MD") or in combination with "machine learning", "neural network", "artificial intelligence", and "deep learning" phrases ("MD + AI") within the title, abstract, or keywords of publications indexed in the Scopus database.
DOI: 10.5281/zenodo.10673694
title: Molecular Dynamics Simulations and Artificial Intelligence in Scientific Publishing

description: To cite: Biriukov, D.; Vácha, R. Pathways to a Shiny Future: Building the Foundation for Computational Physical Chemistry and Biophysics in 2050. ACS Phys. Chem Au 2024, 4 (4), 302–313. DOI: 10.1021/acsphyschemau.4c00003

Data collected from Scopus as of 21st Dec 2023. The search was based on finding occurrences of "molecular dynamics" either alone ("MD") or in combination with "machine learning", "neural network", "artificial intelligence", and "deep learning" phrases ("MD + AI") within the title, abstract, or keywords of publications indexed in the Scopus database.
DOI: 10.15468/dl.677qqg
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neotrimmatostroma",
 "HasCoordinate is true"
 ]
}

 The dataset includes 78 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019953-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqsdfg
title: Occurrence Download

description: A dataset containing 1441 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "TaxonKey is Pimpinella major"
 ]
}

 The dataset includes 1441 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019955-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4pcd9r
title: Occurrence Download

description: A dataset containing 276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Angelica sinensis"
 ]
}

 The dataset includes 276 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019956-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xc9k8x
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (Observation.org, Nature data from around the World, iNaturalist Research-grade Observations, Pl@ntNet automatically identified occurrences, Mammal records for Europe via the iMammalia app, Pl@ntNet observations)",
 "Geometry POLYGON((10.06493 53.67871,10.06966 53.67934,10.06641 53.68485,10.06749 53.68512,10.06691 53.68619,10.06189 53.68637,10.06112 53.68798,10.06456 53.68839,10.06379 53.69301,10.05933 53.69278,10.06004 53.68831,10.06441 53.68075,10.06493 53.67871))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year 2022-2025"
 ]
}

 The dataset includes 75 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019958-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/e34h-f515
title: NBDL-HK4A8ADQJAY7ES
DOI: 10.25919/kez9-1y87
title: NBDL-HK4A8ADRMAYKSX
DOI: 10.15468/dl.khutwh
title: Occurrence Download

description: A dataset containing 278624 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saponaria officinalis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 278624 records from 1607 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019927-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtsjaz
title: Occurrence Download

description: A dataset containing 881 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bromeliohyla dendroscarta (Taylor, 1940)"
 ]
}

 The dataset includes 881 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0317661-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j4mhgw
title: Occurrence Download

description: A dataset containing 397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erysiphe platani (Howe) U.Braun & S.Takam.",
 {
 "not" : {
 "Country" : [
 "is United States of America"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is Canada"
 ]
 }
 },
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 }
 ]
}

 The dataset includes 397 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111281-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5yk2re
title: Occurrence Download

description: A dataset containing 252 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pelekium gratum (P.Beauv.) Touw"
 ]
}

 The dataset includes 252 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0317662-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wn2vfm
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Akodon sylvanus Thomas, 1921)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 29 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078693-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zrcwb
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Ipomoea purpurea (L.) Roth"
 ]
}

 The dataset's 2 records were derived from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0345218-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nte3ru
title: Occurrence Download

description: A dataset containing 15536 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Tiliqua rugosa (Gray, 1825))",
 "Year is greater than or equal to 1987",
 "Geometry POLYGON ((111.9294 -44.62147, 160.1646 -44.62147, 160.1646 -8.303999, 111.9294 -8.303999, 111.9294 -44.62147))"
 ]
}

 The dataset includes 15536 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129644-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hssyxs
title: Occurrence Download

description: A dataset containing 190150 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brachythecium rutabulum (Hedw.) Schimp."
 ]
}

 The dataset includes 190150 records from 440 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0317660-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67gfud
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Callicebus personatus (É.Geoffroy Saint-Hilaire, 1812))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 62 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078687-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxuct3
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Pandanobasis curacha Villanueva, 2012)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010820-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5ukqu
title: Occurrence Download

description: A dataset containing 22700 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Platanus hispanica Ten., Platismatia glauca (L.) W.L.Culb. & C.F.Culb.)",
 "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 22700 records from 230 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249517-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ky2hpm
title: Occurrence Download

description: A dataset containing 11282 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Menetia greyii Gray, 1845)",
 "Year is greater than or equal to 1987",
 "Geometry POLYGON ((111.9294 -44.62147, 160.1646 -44.62147, 160.1646 -8.303999, 111.9294 -8.303999, 111.9294 -44.62147))"
 ]
}

 The dataset includes 11282 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129640-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ba95tv
title: Occurrence Download

description: A dataset containing 1381 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Platycerus caprea (Degeer, 1774))",
 "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 1381 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249523-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.