cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5zaq9j
title: Occurrence Download

description: A dataset containing 14249 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)"
 ]
 }
 },
 "TaxonKey is Rubus chamaemorus",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 14249 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006392-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17179369
title: Prediction of protonation states of ChEMBL33 compounds with MW <= 500

description: These are structures retrieved from ChEMBL33, which were filtered by MW <= 500, for each compounds the stable tautomer was generated by chemaxon and all stereoisomers were enumerated by RDKit.

chembl_stereo.smi is a tab-separated file with SMILES for all enumerated stereoisomers, which can be used to predict protonation states by approaches using 3D representation for which stereoinformation should be important.

Example of the content

start_smi    id    base_id    stereo_idO=c1oc(Nc2ccc(I)cc2)nc2ccccc12    CHEMBL10000_1    CHEMBL10000    1N[C@@H](Cc1c[nH]cn1)C(=O)N[C@@H](Cc1c[nH]cn1)C(=O)N[C@@H](Cc1c[nH]cn1)C(=O)O    CHEMBL100001_1    CHEMBL100001    1CCC[C@@H]1C(C(=O)OC)=C(C)NC(C)=C1C(=O)OCC    CHEMBL100003_1    CHEMBL100003    1CCC[C@H]1C(C(=O)OC)=C(C)NC(C)=C1C(=O)OCC    CHEMBL100003_2    CHEMBL100003    2

 

chembl_nostereo.smi is a tab-separated file with unsteric SMILES for the same ChEMBL compounds as above and predicted protonation states at pH 7.4 by Chemaxon, MolGpKa, MolGpKa and pkasolver both integrated in EasyDock (there some fixes were implemented)

Example of the content

start_smi_nostereo    base_id    chemaxon_nostereo    molgpka_nostereo    molgpka_easydock_nostereo    pkasolver_easydock_nostereoCS(=O)c1ccc(-c2nc(-c3ccc(F)cc3)c(-c3ccncc3)[nH]2)cc1    CHEMBL10    CS(=O)c1ccc(-c2nc(-c3ccc(F)cc3)c(-c3ccncc3)[nH]2)cc1    CS(=O)c1ccc(-c2nc(-c3ccc(F)cc3)c(-c3ccncc3)[nH]2)cc1    CS(=O)c1ccc(-c2nc(-c3ccc(F)cc3)c(-c3ccncc3)[nH]2)cc1    CS(=O)c1ccc(-c2nc(-c3ccc(F)cc3)c(-c3ccncc3)[nH]2)cc1CC1(C)Oc2ccc(C#N)cc2C(N2CCCC2=O)C1O    CHEMBL100    CC1(C)Oc2ccc(C#N)cc2C(N2CCCC2=O)C1O    CC1(C)Oc2ccc(C#N)cc2C(N2CCCC2=O)C1O    CC1(C)Oc2ccc(C#N)cc2C(N2CCCC2=O)C1O    CC1(C)Oc2ccc(C#N)cc2C(N2CCCC2=O)C1OO=C(O)COCCN1CCN(C(c2ccccc2)c2ccc(Cl)cc2)CC1    CHEMBL1000    O=C([O-])COCC[NH+]1CCN(C(c2ccccc2)c2ccc(Cl)cc2)CC1    O=C([O-])COCCN1CCN(C(c2ccccc2)c2ccc(Cl)cc2)CC1    O=C([O-])COCCN1CCN(C(c2ccccc2)c2ccc(Cl)cc2)CC1    O=C([O-])COCC[NH+]1CC[NH+](C(c2ccccc2)c2ccc(Cl)cc2)CC1O=c1oc(Nc2ccc(I)cc2)nc2ccccc12    CHEMBL10000    O=c1oc(Nc2ccc(I)cc2)nc2ccccc12    O=c1oc(Nc2ccc(I)cc2)nc2ccccc12    O=c1oc(Nc2ccc(I)cc2)nc2ccccc12    O=c1oc(Nc2ccc(I)cc2)nc2ccccc12

 

chembl_nostereo_changed_only.smi is a subset of chembl_nostereo.smi with removed structures which were not changed in all programs. This may facilitate further tests and the analysis.
DOI: 10.15468/dl.x948fr
title: Occurrence Download

description: A dataset containing 294 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brycon orbignyanus"
 ]
}

 The dataset includes 294 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006393-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.saz88z
title: Occurrence Download

description: A dataset containing 1047 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dermacentor andersoni"
 ]
}

 The dataset includes 1047 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006395-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qqvcek
title: Occurrence Download

description: A dataset containing 294 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brycon orbignyanus"
 ]
}

 The dataset includes 294 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006396-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6dwmp
title: Occurrence Download

description: A dataset containing 10203 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bat occurrences from Bulgaria"
 ]
}

 The dataset includes 10203 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006397-250920141307145/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.30182422
title: Theoretical Foundations and Practical Implementation of Common Mode Impedance Characterization for IEC 61000-4-6 Conducted Immunity Testing

description: This published research presents a comprehensive theoretical and experimental investigation into the fundamental physics governing conducted electromagnetic immunity testing protocols as specified in IEC 61000-4-6. The work establishes corrected theoretical foundations for electromagnetic compatibility (EMC) testing while providing critical revisions to existing literature that have propagated inaccuracies throughout the field for decades.The investigation addresses fundamental gaps in current EMC theory through systematic application of transmission line theory to common mode propagation phenomena. The analysis rigorously derives the theoretical basis for the empirically-determined 150-Ω impedance specification through electromagnetic field calculations, demonstrating that this value represents an optimization based on statistical analysis of real-world cable installations rather than a fundamental electromagnetic constant. This clarification resolves longstanding misconceptions about the physical origins of standardized impedance requirements.A particularly significant contribution involves the correction of amplitude modulation power calculations that have been incorrectly cited across EMC literature. Through rigorous mathematical analysis, the research demonstrates that 80% amplitude modulation produces a +1.21 dB RMS power increase, correcting the commonly cited but erroneous +2.04 dB value. This correction has profound implications for RF amplifier sizing, calibration procedures, and cost optimization in EMC test facilities worldwide.The study presents systematic experimental validation across 47 different coupling/decoupling network configurations, demonstrating exceptional common mode impedance control within ±2.1% accuracy across the 150 kHz to 80 MHz frequency range. The research quantifies substantial power efficiency advantages of coupling/decoupling networks over bulk current injection methods, revealing consistent 24:1 power reduction factors that enable more cost-effective laboratory implementations while maintaining measurement accuracy.The work establishes corrected calibration methodologies based on the two-phase testing approach mandated by IEC 61000-4-6, properly accounting for the 6 dB substitution method required to maintain consistent test stress levels despite impedance variations between calibration and actual immunity testing phases. These corrected procedures directly impact the design, operation, and cost optimization of EMC test facilities globally.The research methodology integrates classical electromagnetic theory with precision measurement techniques, providing both theoretical rigor and practical validation. The comprehensive analysis bridges fundamental physics principles with engineering implementation challenges, offering essential guidance for EMC test engineers, laboratory managers, equipment manufacturers, and regulatory bodies involved in electromagnetic compatibility assessment and standardization.
DOI: 10.6084/m9.figshare.30182422.v1
title: Theoretical Foundations and Practical Implementation of Common Mode Impedance Characterization for IEC 61000-4-6 Conducted Immunity Testing

description: This published research presents a comprehensive theoretical and experimental investigation into the fundamental physics governing conducted electromagnetic immunity testing protocols as specified in IEC 61000-4-6. The work establishes corrected theoretical foundations for electromagnetic compatibility (EMC) testing while providing critical revisions to existing literature that have propagated inaccuracies throughout the field for decades.The investigation addresses fundamental gaps in current EMC theory through systematic application of transmission line theory to common mode propagation phenomena. The analysis rigorously derives the theoretical basis for the empirically-determined 150-Ω impedance specification through electromagnetic field calculations, demonstrating that this value represents an optimization based on statistical analysis of real-world cable installations rather than a fundamental electromagnetic constant. This clarification resolves longstanding misconceptions about the physical origins of standardized impedance requirements.A particularly significant contribution involves the correction of amplitude modulation power calculations that have been incorrectly cited across EMC literature. Through rigorous mathematical analysis, the research demonstrates that 80% amplitude modulation produces a +1.21 dB RMS power increase, correcting the commonly cited but erroneous +2.04 dB value. This correction has profound implications for RF amplifier sizing, calibration procedures, and cost optimization in EMC test facilities worldwide.The study presents systematic experimental validation across 47 different coupling/decoupling network configurations, demonstrating exceptional common mode impedance control within ±2.1% accuracy across the 150 kHz to 80 MHz frequency range. The research quantifies substantial power efficiency advantages of coupling/decoupling networks over bulk current injection methods, revealing consistent 24:1 power reduction factors that enable more cost-effective laboratory implementations while maintaining measurement accuracy.The work establishes corrected calibration methodologies based on the two-phase testing approach mandated by IEC 61000-4-6, properly accounting for the 6 dB substitution method required to maintain consistent test stress levels despite impedance variations between calibration and actual immunity testing phases. These corrected procedures directly impact the design, operation, and cost optimization of EMC test facilities globally.The research methodology integrates classical electromagnetic theory with precision measurement techniques, providing both theoretical rigor and practical validation. The comprehensive analysis bridges fundamental physics principles with engineering implementation challenges, offering essential guidance for EMC test engineers, laboratory managers, equipment manufacturers, and regulatory bodies involved in electromagnetic compatibility assessment and standardization.
DOI: 10.15468/dl.qqrps8
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diplachne fusca",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006398-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzbvtc
title: Occurrence Download

description: A dataset containing 337648 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Nigerian Bird Atlas Project (Adhoc Records)"
 ]
}

 The dataset includes 337648 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006371-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3q8zh3
title: Occurrence Download

description: A dataset containing 1794 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)"
 ]
 }
 },
 "TaxonKey is Rudbeckia hirta",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 1794 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006399-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15025024
title: HOGS: Passerine and Non-Passerine Map Dataset

description: Two .zip files containing all Passerine and Non-Passerine images used in HOGS data analysis.
DOI: 10.5281/zenodo.15025023
title: HOGS: Passerine and Non-Passerine Map Dataset

description: Two .zip files containing all Passerine and Non-Passerine images used in HOGS data analysis.
DOI: 10.15468/dl.n6g2mp
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myloplus tiete"
 ]
}

 The dataset includes 134 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006401-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2xzkx
title: Occurrence Download

description: A dataset containing 400 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Coleoptera collection of National Museum of Nature and Science",
 "TaxonKey is Elmidae"
 ]
}

 The dataset includes 400 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006400-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvsz5w
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diplachne fusca",
 "Country is Korea, Republic of",
 "HasCoordinate is true"
 ]
}

 The dataset includes 147 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006403-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbkgeu
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006402-250920141307145/datasets/export for details.
DOI: 10.15468/dl.jmu66k
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diplachne fusca",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 184 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006404-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17603/ds2-ev2k-3q55
title: Crisis Cleanup: San Antonio, Texas Windstorm & Wildfires 60-Day Volunteer Cleanup Report (Mar. 9, 2025–May 8, 2025)

description: [176_1_6 San Antonio Wind] This report documents how voluntary (VOAD) organizations help their communities clean up after disasters. It quantifies $8,783 of volunteer services to communities between March 09, 2025–May 08, 2025, saving survivors many multiples of that amount and jump-starting long-term recovery. It quantifies the work of 2 dedicated voluntary organizations that help neighbors in 1 individual county report in 1 state. It is a 60-day snapshot of property cleanup documented by relief organizations through crisiscleanup.org. It covers 10 requests for cleanup, and compares this incident with 35 other similar incidents coordinated by Crisis Cleanup in 12 years. It includes data for the following municipalities: Bexar County, TX (10 cases); San Antonio, TX (8 cases).
DOI: 10.15468/dl.yjzmrz
title: Occurrence Download

description: A dataset containing 262 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)"
 ]
 }
 },
 "TaxonKey is Ruellia humilis",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 262 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006405-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.56p6xu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Living Specimen)",
 "DatasetKey is Shorefishes of the Tropical Eastern Pacific: online information system: Coiba: Fishes Checklist",
 "Geometry POLYGON((-111.48673 21.00035,-105.26498 15.95001,-90.22434 8.64736,-83.90307 1.97263,-82.29142 0.07504,-80.17771 -0.01235,-76.94096 4.01516,-77.2275 4.59037,-77.33119 6.5443,-77.78263 6.87851,-78.49985 8.69983,-79.30637 8.92253,-79.80695 8.6276,-81.07391 7.82447,-86.98186 12.96861,-94.35711 16.26777,-105.30103 20.8522,-109.59644 22.02147,-111.48673 21.00035))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Coordinate rounded",
 "OccurrenceStatus is Present",
 "PublishingOrg is b94c4428-77c1-47e0-a8c2-2b08228d8dd8",
 "TaxonKey is Mustelus henlei"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006407-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6apmrq
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melanorivulus egens"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006408-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxq2xx
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Colección de Anfibios del Instituto de Investigación de Recursos Biológicos Alexander von Humboldt (IAvH-Am)",
 "TaxonKey is Dendropsophus mathiassoni"
 ]
}

 The dataset includes 178 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006406-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpp38a
title: Occurrence Download

description: A dataset containing 59981 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Calidris canutus",
 "Year 2000-2025"
 ]
}

 The dataset includes 59981 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006345-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epm9fr
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinaria capitata",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006409-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdy7cf
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinaria capitata",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006410-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2hwvt5
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinochloa inundata",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006414-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pav3pa
title: Occurrence Download

description: A dataset containing 1290 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Plethodon cheoah)"
 ]
}

 The dataset includes 1290 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006412-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.