cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27991178
title: Bayesian information criteria for multiple regression models: A study of robustness and comparisons

description: It is recommended to employ robust versions of selection criteria for variables in linear regression when extreme outliers and high leverage points present. This article investigates the robust version of the Bayesian information criterion based on the <i>MM</i>-estimation scale <i>BIC<sub>MM</sub></i>. Furthermore, the robustness properties of the proposed <i>BIC<sub>MM</sub></i> criterion are examined <i>via</i> its breakdown point, influence function, and gross-error sensitivity. Performance of the proposed criterion is compared to existing non-robust and robust Bayesian information criterion, robust Akaike’s information criterion, robust Mallows’ Cp, and robust Schwarz information criterion, based on the least-trimmed squares estimator. Simulation studies and applications on real data reveal that <i>BIC<sub>MM</sub></i> selects more suitable models in situations where there are outliers or leverage points. Consequently, when multicollinearity exists, the proposed robust <i>BIC<sub>MM</sub></i> can be used to select the tuning parameter in shrinkage regression methods such as <i>ridge</i> and <i>lasso</i> regression.
DOI: 10.6084/m9.figshare.27991178.v1
title: Bayesian information criteria for multiple regression models: A study of robustness and comparisons

description: It is recommended to employ robust versions of selection criteria for variables in linear regression when extreme outliers and high leverage points present. This article investigates the robust version of the Bayesian information criterion based on the <i>MM</i>-estimation scale <i>BIC<sub>MM</sub></i>. Furthermore, the robustness properties of the proposed <i>BIC<sub>MM</sub></i> criterion are examined <i>via</i> its breakdown point, influence function, and gross-error sensitivity. Performance of the proposed criterion is compared to existing non-robust and robust Bayesian information criterion, robust Akaike’s information criterion, robust Mallows’ Cp, and robust Schwarz information criterion, based on the least-trimmed squares estimator. Simulation studies and applications on real data reveal that <i>BIC<sub>MM</sub></i> selects more suitable models in situations where there are outliers or leverage points. Consequently, when multicollinearity exists, the proposed robust <i>BIC<sub>MM</sub></i> can be used to select the tuning parameter in shrinkage regression methods such as <i>ridge</i> and <i>lasso</i> regression.
DOI: 10.15468/dl.x8b6cv
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Salvia chazaroana"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012355-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xd9akv
title: Occurrence Download

description: A dataset containing 1901 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coniophanes imperialis"
 ]
}

 The dataset includes 1901 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012356-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dm3j5z
title: Occurrence Download

description: A dataset containing 16564 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pusa hispida",
 "Year 2000-2020"
 ]
}

 The dataset includes 16564 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012357-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vh94pn
title: Occurrence Download

description: A dataset containing 37 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 countrycode countrycode,
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, countrycode, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, countrycode, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, countrycode, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, countrycode, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, countrycode, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, countrycode, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'MX'
 AND occurrence.hascoordinate = TRUE
 AND occurrence.hasgeospatialissues = FALSE
 AND (CAST(occurrence.taxonkey AS INTEGER) = 2878200 OR CAST(occurrence.acceptedtaxonkey AS INTEGER) = 2878200 OR CAST(occurrence.kingdomkey AS INTEGER) = 2878200 OR CAST(occurrence.phylumkey AS INTEGER) = 2878200 OR CAST(occurrence.classkey AS INTEGER) = 2878200 OR CAST(occurrence.orderkey AS INTEGER) = 2878200 OR CAST(occurrence.familykey AS INTEGER) = 2878200 OR CAST(occurrence.genuskey AS INTEGER) = 2878200 OR CAST(occurrence.specieskey AS INTEGER) = 2878200)
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL AND occurrence.hascoordinate = TRUE)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year",
 occurrence.countrycode

 The dataset's 37 records were derived from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012325-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wk8bzz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasCoordinate is true",
 "Geometry POLYGON ((-119.4818 34.93816, -119.479 34.93803, -119.4791 34.93828, -119.482 34.93902, -119.4821 34.93864, -119.4818 34.93816))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012358-251120083545085/datasets/export for details.
DOI: 10.15468/dl.gxxh7j
title: Occurrence Download

description: A dataset containing 710171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Tremellomycetes"
 ]
}

 The dataset includes 710171 records from 1015 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012319-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u8accs
title: Occurrence Download

description: A dataset containing 125400064 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 125400064 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026452-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mak8mc
title: Occurrence Download

description: A dataset containing 6769 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zosterops erythropleurus",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6769 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026763-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.shnep5
title: Occurrence Download

description: A dataset containing 40776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Meum athamanticum"
 ]
}

 The dataset includes 40776 records from 439 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026759-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15151/esrf-es-2233834884
title: Structural studies of insulin and lysozyme microcrystals

description: Structural studies of insulin and lysozyme microcrystals
DOI: 10.15468/dl.qt67za
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer pseudoplatanus",
 "Geometry POLYGON ((4.350227 50.78323, 4.350227 50.79168, 4.3597 50.79168, 4.3597 50.78323, 4.350227 50.78323))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026764-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15139/s3/miwcyq
title: Data Management and Sharing Plan for: IIHS RRFB Study Phase 2

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.15468/dl.dwwdb5
title: Occurrence Download

description: A dataset containing 15595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphibia",
 "Geometry POLYGON ((18.2494 -34.8049, 19.1382 -35.0665, 19.1382 -33.9401, 17.8437 -33.9401, 17.8729 -34.3757, 18.2494 -34.8049))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)"
 ]
}

 The dataset includes 15595 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026762-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/25377
title: Chandra X-ray Observatory ObsId 25377

description: Chandra observations of merging and interacting galaxy pairs
DOI: 10.25574/25463
title: Chandra X-ray Observatory ObsId 25463

description: A Chandra Snapshot Survey of the First Gamma-ray detected BAL Quasars
DOI: 10.15468/dl.e2rugf
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pentaschistis borussica",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 155 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026765-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17055700
title: GenBank Accession Numbers of Genetic Analysis as a Tool to Improve the Monitoring of Stranded Cetaceans in Chile

description: This dataset contains 39 GenBank accession numbers of mitochondrial control region sequences from different cetaceans. Information on collection date, locality, species identification (lab and field), sex identification (lab and field), and conservation status (RCE and IUCN) is also included.
description: Cetacean strandings are a valuable source of information for several studies from species richness to conservation and management. During the examination of strandings, taxonomic and sex identification might be hindered for several reasons. Molecular techniques are valuable tools to obtain that missing information. This study evaluates how gene fragment amplification protocols can support the records of strandings done in the field in Chile by identifying, corroborating, or correcting the identification of the species and sex of the recorded individuals. Through a collaboration between a scientific laboratory and government institution in Chile, 63 samples were analyzed. Thirty-nine samples were successfully identified to the species level. In total, 17 species of six families were detected, including six species of conservation interest. Of the 39 samples, 29 corresponded to corroborations of field identifications. Seven corresponded to unidentified samples and three to corrected misidentifications, adding up to 28% of the identified samples. Sex was successfully identified for 58 of the 63 individuals. Twenty were corroborations, 34 were previously unidentified, and four were corrections. Applying this method improves the stranding database of Chile and provides new data for future management and conservation tasks.
description: This study is also funded by Centro de Investigación EUTROPIA
DOI: 10.5281/zenodo.17055699
title: GenBank Accession Numbers of Genetic Analysis as a Tool to Improve the Monitoring of Stranded Cetaceans in Chile

description: This dataset contains 39 GenBank accession numbers of mitochondrial control region sequences from different cetaceans. Information on collection date, locality, species identification (lab and field), sex identification (lab and field), and conservation status (RCE and IUCN) is also included.
description: Cetacean strandings are a valuable source of information for several studies from species richness to conservation and management. During the examination of strandings, taxonomic and sex identification might be hindered for several reasons. Molecular techniques are valuable tools to obtain that missing information. This study evaluates how gene fragment amplification protocols can support the records of strandings done in the field in Chile by identifying, corroborating, or correcting the identification of the species and sex of the recorded individuals. Through a collaboration between a scientific laboratory and government institution in Chile, 63 samples were analyzed. Thirty-nine samples were successfully identified to the species level. In total, 17 species of six families were detected, including six species of conservation interest. Of the 39 samples, 29 corresponded to corroborations of field identifications. Seven corresponded to unidentified samples and three to corrected misidentifications, adding up to 28% of the identified samples. Sex was successfully identified for 58 of the 63 individuals. Twenty were corroborations, 34 were previously unidentified, and four were corrections. Applying this method improves the stranding database of Chile and provides new data for future management and conservation tasks.
description: This study is also funded by Centro de Investigación EUTROPIA
DOI: 10.15468/dl.rs9ec6
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Mongolia)",
 "Geometry POLYGON((73.30538 20.23654,154.69462 20.23654,154.69462 52.76346,73.30538 52.76346,73.30538 20.23654))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Potentilla sischanensis"
 ]
}

 The dataset includes 273 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026767-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzqsm6
title: Occurrence Download

description: A dataset containing 1971 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Moenchia erecta",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1971 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026768-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f8ad5n
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Moenchia erecta",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 53 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026769-250827131500795/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.cc2fvdc2
title: CCDC 2259694: Experimental Crystal Structure Determination

description: Related Article: Sandip Mondal, Sayanta Roy, Asmita Sikdar, Angel Bodar, Ankita Paul, Bhubaneswar Mandal|2024|Chem. Sel.|9|e202403634|doi:10.1002/slct.202403634
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.5udp6h
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026770-250827131500795/datasets/export for details.
DOI: 10.5517/ccdc.csd.cc2fvdpd
title: CCDC 2259704: Experimental Crystal Structure Determination

description: Related Article: Sandip Mondal, Sayanta Roy, Asmita Sikdar, Angel Bodar, Ankita Paul, Bhubaneswar Mandal|2024|Chem. Sel.|9|e202403634|doi:10.1002/slct.202403634
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.cc2jx2g0
title: CCDC 2350682: Experimental Crystal Structure Determination

description: Related Article: Swah Mohd. Nashre-ul-Islam, Kamala Kanta Borah, Füreya Elif Öztürkkan, Muhammad Asam Raza, Peter A. Sidhom, Ashraf M.M. Abdelbacki, Shaban R.M. Sayed, Shahzeb Khan, Kasim Sakran Abass, Al-shimaa S.M. Rady, Mahmoud A.A. Ibrahim|2025|Inorg.Chem.Commun.|181|115142|doi:10.1016/j.inoche.2025.115142
description: Related Article: Swah Islam|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.wea9da
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Brachypetersius cadwaladeri)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026771-250827131500795/datasets/export for details.
DOI: 10.5517/ccdc.csd.cc2m4ljx
title: CCDC 2417489: Experimental Crystal Structure Determination

description: Related Article: Yi Wu, Anqi He, Da Li, Limin Yang, Yizhuang Xu, Yukihiro Ozaki, Isao Noda|2025|Inorg.Chem.|64|16441|doi:10.1021/acs.inorgchem.5c02187
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.cc2m4llz
title: CCDC 2417491: Experimental Crystal Structure Determination

description: Related Article: Yi Wu, Anqi He, Da Li, Limin Yang, Yizhuang Xu, Yukihiro Ozaki, Isao Noda|2025|Inorg.Chem.|64|16441|doi:10.1021/acs.inorgchem.5c02187
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.r4a5z3
title: Occurrence Download

description: A dataset containing 18841 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tayassu pecari"
 ]
}

 The dataset includes 18841 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026772-250827131500795/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.29885930.v36
title: Logic 14 pdf NEW

description: Logic innovation
DOI: 10.5517/ccdc.csd.cc2pdrsn
title: CCDC 2484922: Experimental Crystal Structure Determination

description: Related Article: ling gao|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.