cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.cm845n
title: Occurrence Download

description: A dataset containing 65589 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "GadmGid is CAN.2_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinales"
 ]
}

 The dataset includes 65589 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003743-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13911933
title: Determination of the chemical equator from GEOS-Chem model simulation: a focus on the Tropical Western Pacific region

description: The code used for calculating the Chemical Equator is available at https://github.com/XiaoyuSun-n/Chemical-Equator/branches.

CE_Ex.zip: the results of Chemical Equator from 2015-2019. '_Ex' means experiment numbers from 1-6.

E1_201x.zip: the simulation results of experiment 1 in the year 201x (from 2015-2019).

E2_201x.zip: the simulation results of experiment 2 in the year 201x (from 2015-2019).

New for 2020-2022 published available in 2024-10-10 in CE_E1_15-22.zip
description: Please don't use this version for CE in 2020-2022, but use version 3.
DOI: 10.5281/zenodo.14762438
title: Determination of the chemical equator from GEOS-Chem model simulation: a focus on the Tropical Western Pacific region

description: The code used for calculating the Chemical Equator is available at https://github.com/XiaoyuSun-n/Chemical-Equator/branches.

CE_Ex.zip: the results of Chemical Equator from 2015-2019. '_Ex' means experiment numbers from 1-6.

E1_201x.zip: the simulation results of experiment 1 in the year 201x (from 2015-2019).

E2_201x.zip: the simulation results of experiment 2 in the year 201x (from 2015-2019).

New for 2020-2022 published available in 2024-10-10 in CE_E1_15-22.zip
DOI: 10.5281/zenodo.7018390
title: Determination of the chemical equator from GEOS-Chem model simulation: a focus on the Tropical Western Pacific region

description: The code used for calculating the Chemical Equator is available at https://github.com/XiaoyuSun-n/Chemical-Equator/branches.

CE_Ex.zip: the results of Chemical Equator from 2015-2019. '_Ex' means experiment numbers from 1-6.

E1_201x.zip: the simulation results of experiment 1 in the year 201x (from 2015-2019).

E2_201x.zip: the simulation results of experiment 2 in the year 201x (from 2015-2019).

New for 2020-2022 published available in 2024-10-10 in CE_E1_15-22.zip
DOI: 10.5281/zenodo.7018391
title: Determination of the chemical equator from GEOS-Chem model simulation: a focus on the Tropical Western Pacific region

description: The code used for calculating the Chemical Equator is available at https://github.com/XiaoyuSun-n/Chemical-Equator/branches. CE_Ex.zip: the results of Chemical Equator from 2015-2019. '_Ex' means experiment numbers from 1-6. E1_201x.zip: the simulation results of experiment 1 in the year 201x (from 2015-2019). E2_201x.zip: the simulation results of experiment 2 in the year 201x (from 2015-2019).
DOI: 10.57780/esa-n5g1585
title: MEX-M-OMEGA-2-EDR-FLIGHT-EXT9

description: N/A
DOI: 10.6084/m9.figshare.28303052
title: PCA of Nanofluidic Memristor

description: Dataset and code for Principal Component Analysis (PCA) of nanochannels, including the obtained PCA results as a separate file.
DOI: 10.6084/m9.figshare.28303052.v1
title: PCA of Nanofluidic Memristor

description: Dataset and code for Principal Component Analysis (PCA) of nanochannels, including the obtained PCA results as a separate file.
DOI: 10.15468/dl.2u66mb
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Oceania",
 "TaxonKey is Notoryctes typhlops (Stirling, 1889)"
 ]
}

 The dataset includes 309 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003745-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10609017
title: Full TMDB Movies Dataset 2024 (1M Movies)
DOI: 10.15468/dl.ntk8kz
title: Occurrence Download

description: A dataset listing the 4020178 species recorded in GBIF matching the query:
{ }

 The dataset's 4020178 records were derived from 70736 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003738-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48612/msupe/9zfa-4vrp-x8mv
title: Использование FM-систем для улучшения слухоречевого восприятия у детей с РАС. Данные пилотного исследования

description: Представлены данные пилотного исследования использования FM-систем для улучшения слухоречевого восприятия у детей младшего школьного возраста с РАС. FM-системы позволяют улучшить соотношение сигнал/шум, что облегчает слухоречевое восприятие у детей, имеющих нарушения центральной слуховой обработки. База содержит результаты детей с РАС в возрасте от 7,6 до 12,7 лет (Средний возраст — 8,8 лет) в тесте "Слова в шуме", экспериментальной задаче "Повторение предложений" в условиях фонового шума с и без использования FM-системы, а также данные о слухоречевом восприятии детей, полученные от родителей и учителей.
DOI: 10.17863/cam.113606
title: International Organisations’ (WTO, UN, OECD and NATO) Policy Documents Dataset on Artificial Intelligence (2016-2024)

description: The dataset contains a list of policy documents and thematic analysis from four major international organisations: the World Trade Organization (143 documents; 2016 - March 2024), the United Nations (63 documents; 2017 - March 2024), the Organisation for Economic Co-operation and Development (363 documents; 2016 - March 2024), and North Atlantic Treaty Organization (145 documents; 2016 - March 2024). Please refer to the accompanying ReadMe file and Codebook for detailed information regarding the data collection protocol and file structure.
DOI: 10.6084/m9.figshare.28303037
title: Dataset for SERS-Based EV Detection of Hepatotoxicity

description: This dataset supports our study on the label-free detection of drug-induced liver injury (hepatotoxicity) using <b>surface-enhanced Raman spectroscopy (SERS) of extracellular vesicles (EVs)</b>. Our platform enables rapid and sensitive analysis of EV molecular content, requiring only <b>1.3 microliters</b> of sample and providing results in under <b>ten minutes</b>. Using hepatic cell cultures exposed to <b>acetaminophen</b>, we captured distinct and reproducible <b>EV spectral signatures</b> that correlate strongly with conventional hepatotoxicity biomarkers.The dataset includes:<b>Raw and processed Raman spectra</b> of EVs under different conditions<b>Code for spectral preprocessing, feature selection, and regression analysis</b><b>Figures illustrating spectral differences, statistical analysis, and model performance</b><b>Supplementary data, including control experiments and validation results</b>Our findings demonstrate the potential of <b>EV-based SERS for dynamic monitoring of drug responses</b>, offering a non-invasive and scalable tool for hepatotoxicity assessment.<b>Folder Structure</b>📂 <b>Fig 1 - Fig 5</b> <i>(Each contains associated data, code, and figures)</i><br>📂 <b>Supplementary</b> <i>(Additional validation and extended data figures: FigS1, FigS2, FigS3)</i><b>Data Availability & Reuse</b><b>License:</b> <i>CC BY 4.0</i> (Attribution Required)Further information is available from the corresponding author upon request.This dataset enables further exploration of <b>Raman-based EV sensing</b>, hepatotoxicity assessment, and spectral analysis methodologies. For questions or collaboration inquiries, please contact <b>utkan@stanford.edu / berkusta@gmail.com / parlatan@stanford.edu</b>.
DOI: 10.6084/m9.figshare.28303037.v1
title: Dataset for SERS-Based EV Detection of Hepatotoxicity

description: This dataset supports our study on the label-free detection of drug-induced liver injury (hepatotoxicity) using <b>surface-enhanced Raman spectroscopy (SERS) of extracellular vesicles (EVs)</b>. Our platform enables rapid and sensitive analysis of EV molecular content, requiring only <b>1.3 microliters</b> of sample and providing results in under <b>ten minutes</b>. Using hepatic cell cultures exposed to <b>acetaminophen</b>, we captured distinct and reproducible <b>EV spectral signatures</b> that correlate strongly with conventional hepatotoxicity biomarkers.The dataset includes:<b>Raw and processed Raman spectra</b> of EVs under different conditions<b>Code for spectral preprocessing, feature selection, and regression analysis</b><b>Figures illustrating spectral differences, statistical analysis, and model performance</b><b>Supplementary data, including control experiments and validation results</b>Our findings demonstrate the potential of <b>EV-based SERS for dynamic monitoring of drug responses</b>, offering a non-invasive and scalable tool for hepatotoxicity assessment.<b>Folder Structure</b>📂 <b>Fig 1 - Fig 5</b> <i>(Each contains associated data, code, and figures)</i><br>📂 <b>Supplementary</b> <i>(Additional validation and extended data figures: FigS1, FigS2, FigS3)</i><b>Data Availability & Reuse</b><b>License:</b> <i>CC BY 4.0</i> (Attribution Required)Further information is available from the corresponding author upon request.This dataset enables further exploration of <b>Raman-based EV sensing</b>, hepatotoxicity assessment, and spectral analysis methodologies. For questions or collaboration inquiries, please contact <b>utkan@stanford.edu / berkusta@gmail.com / parlatan@stanford.edu</b>.
DOI: 10.15468/dl.htaexm
title: Occurrence Download

description: A dataset containing 713 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Flora del Área Protegida Esteros y Algarrobales del Rio Uruguay"
 ]
}

 The dataset includes 713 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003746-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hyym9h
title: Occurrence Download

description: A dataset containing 276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Teucrium murcicum Sennen"
 ]
}

 The dataset includes 276 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003747-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/mt5-zgt-qtv
title: †Sowerbyella Jones, 1928

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.fpqeea
title: Occurrence Download

description: A dataset containing 118797 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lantana camara L."
 ]
}

 The dataset includes 118797 records from 994 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004092-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/vpc-vp4-qvt
title: †Sowerbyella Jones, 1928

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.6cakew
title: Occurrence Download

description: A dataset containing 6058 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crocodylus acutus (Cuvier, 1807)"
 ]
}

 The dataset includes 6058 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0261648-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qfge8
title: Occurrence Download

description: A dataset containing 677 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypecoum erectum L."
 ]
}

 The dataset includes 677 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006872-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5udzx
title: Occurrence Download

description: A dataset containing 1483 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "GadmGid is one of (COL.7_2)",
 "TaxonKey is one of (Strigidae)",
 "StateProvince ~boyacá"
 ]
 }
 ]
}

 The dataset includes 1483 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176818-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4u7hej
title: Occurrence Download

description: A dataset containing 521 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kallstroemia rosei Rydb."
 ]
}

 The dataset includes 521 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000734-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnwfh9
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Erythrolamprus lamonae (Dunn, 1944), Erythrolamprus epinephelus lamonae (Dunn, 1944))"
 ]
}

 The dataset includes 50 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0200294-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63q6ge
title: Occurrence Download

description: A dataset containing 815 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Savignya parviflora (Delile) Webb"
 ]
}

 The dataset includes 815 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064679-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwuynv
title: Occurrence Download

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

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176819-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8cqz4x
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sarcodraba karraikensis (Speg.) Gilg & Muschl."
 ]
}

 The dataset includes 34 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064677-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.upnr3d
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aconitum jaluense Kom.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 55 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0200282-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r46b5g
title: Occurrence Download

description: A dataset listing the 9 species recorded in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gobiidae",
 "Country is United States of America",
 "StateProvince is Maryland",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 9 records were derived from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0284334-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5achmz
title: Occurrence Download

description: A dataset containing 10892 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "StateProvince ~Santander",
 "TaxonKey is one of (Lepidoptera)"
 ]
 }
 ]
}

 The dataset includes 10892 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176821-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2nf3as
title: Occurrence Download

description: A dataset containing 36949 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ROU",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Lycaenidae, Nymphalidae, Pieridae, Hesperiidae, Papilionidae)"
 ]
}

 The dataset includes 36949 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0284332-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.88a6sq
title: Occurrence Download

description: A dataset containing 114574 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Brazil",
 "InstitutionCode is mpeg",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 114574 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176827-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hd75ak
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helichrysum dracaenifolium Humbert"
 ]
}

 The dataset includes 75 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238856-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ej32y
title: Occurrence Download

description: A dataset containing 2573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Iris Tourn. ex L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2573 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207967-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75cvd7
title: Occurrence Download

description: A dataset containing 1152198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Apidae"
 ]
}

 The dataset includes 1152198 records from 202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0284336-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhrsr3
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Material citation, Specimen, Fossil, Living Specimen, Occurrence evidence)",
 "Geometry POLYGON((-40.2 73.0089,-89.4 43.88522,-94.2 18.60182,-54.6 -23.56828,-71.4 -55.07434,-73.8 -82.82299,16.2 -78.87864,-40.2 73.0089))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Actinauge longicornis (Verrill, 1882)"
 ]
}

 The dataset includes 159 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176833-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hby6en
title: Occurrence Download

description: A dataset containing 14174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Swiss National Amphibian Databank",
 "OccurrenceStatus is Present",
 "TaxonKey is Alytes obstetricans (Laurenti, 1768)"
 ]
}

 The dataset includes 14174 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238852-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.26cbvn
title: Occurrence Download

description: A dataset containing 333 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Alternanthera philoxeroides (Mart.) Griseb.",
 "Year 1950-2023"
 ]
}

 The dataset includes 333 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238815-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xw39bm
title: Occurrence Download

description: A dataset listing the 25283 species recorded in GBIF matching the query:
{
 "or" : [
 "Geometry POLYGON((29.83273 4.2459,34.8892 4.2459,34.8892 4.31676,29.83273 4.31676,29.83273 4.2459))",
 "Geometry POLYGON((29.32333 -1.51617,35.50706 -1.51617,35.50706 4.2816,29.32333 4.2816,29.32333 -1.51617))"
 ]
}

 The dataset's 25283 records were derived from 639 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176831-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38sd74
title: Occurrence Download

description: A dataset containing 12080 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Thamnophilus pelzelni Hellmayr, 1924"
 ]
}

 The dataset includes 12080 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006874-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.