cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qkcb34
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lophorina intercedens)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011514-250802193616735/datasets/export for details.
DOI: 10.15468/dl.ybvzhq
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lophorina magnifica)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011516-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nv6bfx
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trichomycterus celsae)",
 "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 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011517-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.82zfr6
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lophorina paradisea)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011518-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5eq65
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Empidonax virescens)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011519-250802193616735/datasets/export for details.
DOI: 10.5281/zenodo.16740418
title: Training data for BOLD-GPCR

description: The dataset file contains ligand SMILES, wild-type and mutated GPCR target sequences, and bioactivity labels (active/inactive) sourced from ChEMBL, with additional ligand properties calculated using RDKit.
DOI: 10.5281/zenodo.16740419
title: Training data for BOLD-GPCR

description: The dataset file contains ligand SMILES, wild-type and mutated GPCR target sequences, and bioactivity labels (active/inactive) sourced from ChEMBL, with additional ligand properties calculated using RDKit.
DOI: 10.15468/dl.en3t25
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thinopyrum pycnanthum",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011523-250802193616735/datasets/export for details.
DOI: 10.15468/dl.jg4g79
title: Occurrence Download

description: A dataset containing 21330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Ethiopia",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Year 2000-2025"
 ]
}

 The dataset includes 21330 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011520-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awq2q4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Empidonax virescens)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011521-250802193616735/datasets/export for details.
DOI: 10.15468/dl.zkx9ye
title: Occurrence Download

description: A dataset containing 1400 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea batatas",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1400 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011522-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5w57y
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "GadmGid is COL.30.22_2",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Amanita muscaria"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011524-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5mcb2
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cryptosparas atlantidis"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011525-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3r3wk
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thymus praecox",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 40 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011526-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vg8crj
title: Occurrence Download

description: A dataset containing 87174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CollectionCode is KHD",
 {
 "not" : {
 "EstablishmentMeans" : [
 "is managed"
 ]
 }
 }
 ]
}

 The dataset includes 87174 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011460-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vu3ap
title: Occurrence Download

description: A dataset containing 1848 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Noaea mucronata",
 "Geometry POLYGON ((26.04335 1.226334, 135.0263 1.226334, 135.0263 55.38525, 26.04335 55.38525, 26.04335 1.226334))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1848 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011528-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w455ga
title: Occurrence Download

description: A dataset containing 4758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "Geometry POLYGON((-71.34073 -28.85321,-71.1256 -28.85321,-71.1256 -28.42434,-71.32137 -28.55919,-71.40719 -28.83481,-71.34073 -28.85321))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 4758 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011527-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.breb73
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lophorina victoriae)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011529-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57830/2314373
title: NSNSD CONUS sALR Light Pollution Model 2024

description: This raster dataset provides a simplified model of light pollution across the continental U.S. in units of all-sky average artificial to natural light ratios for the year 2024. The model is generated using the 2024 annual cloud-free composite of VIIRS day/night band satellite imagery (Version 2.2) produced by the Earth Observation Group. The modeling process is described in Duriscoe et al. 2018 (https://doi.org/10.1016/j.jqsrt.2018.04.028).
DOI: 10.57830/2314404
title: NSNSD CONUS sALR Light Pollution Model 2023

description: This raster dataset provides a simplified model of light pollution across the continental U.S. in units of all-sky average artificial to natural light ratios for the year 2023. The model is generated using the 2023 annual cloud-free composite of VIIRS day/night band satellite imagery (Version 2.2) produced by the Earth Observation Group. The modeling process is described in Duriscoe et al. 2018 (https://doi.org/10.1016/j.jqsrt.2018.04.028).
DOI: 10.57830/2314407
title: NSNSD CONUS sALR Light Pollution Model 2022

description: This raster dataset provides a simplified model of light pollution across the continental U.S. in units of all-sky average artificial to natural light ratios for the year 2022. The model is generated using the 2022 annual cloud-free composite of VIIRS day/night band satellite imagery (Version 2.2) produced by the Earth Observation Group. The modeling process is described in Duriscoe et al. 2018 (https://doi.org/10.1016/j.jqsrt.2018.04.028).
DOI: 10.57830/2314408
title: NSNSD CONUS sALR Light Pollution Model 2021

description: This raster dataset provides a simplified model of light pollution across the continental U.S. in units of all-sky average artificial to natural light ratios for the year 2021. The model is generated using the 2021 annual cloud-free composite of VIIRS day/night band satellite imagery (Version 2.1) produced by the Earth Observation Group. The modeling process is described in Duriscoe et al. 2018 (https://doi.org/10.1016/j.jqsrt.2018.04.028).
DOI: 10.15468/dl.wc7uez
title: Occurrence Download

description: A dataset containing 652185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Empidonax virescens)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 652185 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011502-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4f2z4k
title: Occurrence Download

description: A dataset containing 1790 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lophorina superba)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1790 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011530-250802193616735/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.29825162
title: perceptual data overview graphs.xlsx

description: Cleaned dataset from the survey of perception of Chinese cars in Mexico.
DOI: 10.6084/m9.figshare.29825162.v1
title: perceptual data overview graphs.xlsx

description: Cleaned dataset from the survey of perception of Chinese cars in Mexico.
DOI: 10.15468/dl.9b85rr
title: Occurrence Download

description: A dataset containing 7414 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cordylophora"
 ]
}

 The dataset includes 7414 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011531-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3c5ed
title: Occurrence Download

description: A dataset containing 4904 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lophornis adorabilis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 4904 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011532-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qtgjjj
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hisonotus nigricauda)",
 "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 44 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011533-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrmtgg
title: Occurrence Download

description: A dataset containing 4758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "Geometry POLYGON((-71.34073 -28.85321,-71.1256 -28.85321,-71.1256 -28.42434,-71.32137 -28.55919,-71.40719 -28.83481,-71.34073 -28.85321))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 4758 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011534-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16664977
title: Estimated basin-level individual methane emission rates for oil and gas facilities from the continental United States in 2021

description: Zipped file containing 500 separate estimates of individual facility-level methane emission rates for oil and gas facilities within major oil and gas producing basins in the continental United States for the year 2021. Each column contains one full estimate of the individual facility-level emissions, presented in units of kilograms per hour of methane per facility. The facility categories included in these estimates are production well sites, gathering and boosting compressor stations, transmission and storage compressor stations, processing plants, and flares. This data can be used to recreate the emission distributions presented in Figures 5 and S6 in the following manuscript (link: https://acp.copernicus.org/articles/25/1513/2025/). Version 1.2 includes the Denver basin which was absent from Version 1.1.
DOI: 10.5281/zenodo.16740519
title: Estimated basin-level individual methane emission rates for oil and gas facilities from the continental United States in 2021

description: Zipped file containing 500 separate estimates of individual facility-level methane emission rates for oil and gas facilities within major oil and gas producing basins in the continental United States for the year 2021. Each column contains one full estimate of the individual facility-level emissions, presented in units of kilograms per hour of methane per facility. The facility categories included in these estimates are production well sites, gathering and boosting compressor stations, transmission and storage compressor stations, processing plants, and flares. This data can be used to recreate the emission distributions presented in Figures 5 and S6 in the following manuscript (link: https://acp.copernicus.org/articles/25/1513/2025/). Version 1.2 includes the Denver basin which was absent from Version 1.1.
DOI: 10.15468/dl.35aahz
title: Occurrence Download

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

 The dataset includes 1047 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011535-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75zxjw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tecoma capensis",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011537-250802193616735/datasets/export for details.
DOI: 10.15468/dl.837nv3
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cryptopsaras normani"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011540-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgmkx8
title: Occurrence Download

description: A dataset containing 11098 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Ecuador",
 "Geometry POLYGON((-78.96463 1.83207,-80.93821 0.54694,-81.42779 -2.2681,-80.67813 -4.30288,-79.19411 -5.28203,-78.27616 -4.47118,-77.6795 -3.30844,-76.82275 -2.94126,-75.7671 -2.3293,-75.06334 -1.22776,-74.80326 -0.06502,-76.62386 0.83763,-78.96463 1.83207))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Moraceae",
 "Year 1950-2025"
 ]
}

 The dataset includes 11098 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011536-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwwh92
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea batatas",
 "Country is Burundi",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011539-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57830/2314412
title: NSNSD CONUS sALR Light Pollution Model 2020

description: This raster dataset provides a simplified model of light pollution across the continental U.S. in units of all-sky average artificial to natural light ratios for the year 2020. The model is generated using the 2020 annual cloud-free composite of VIIRS day/night band satellite imagery (Version 2.1) produced by the Earth Observation Group. The modeling process is described in Duriscoe et al. 2018 (https://doi.org/10.1016/j.jqsrt.2018.04.028).
DOI: 10.57830/2314413
title: NSNSD CONUS sALR Light Pollution Model 2019

description: This raster dataset provides a simplified model of light pollution across the continental U.S. in units of all-sky average artificial to natural light ratios for the year 2019. The model is generated using the 2019 annual cloud-free composite of VIIRS day/night band satellite imagery (Version 2.1) produced by the Earth Observation Group. The modeling process is described in Duriscoe et al. 2018 (https://doi.org/10.1016/j.jqsrt.2018.04.028).
DOI: 10.6084/m9.figshare.29064530.v7
title: Public Raw Data

description: Below are the links for obtaining data, code, and software in EmbSAM:ITK-SNAP-CVE for Windows/Mac/Linux is stored on figshare.ITK-SNAP-CVE's GUI data is available at: https://drive.google.com/file/d/1F_dkQG8ReiW_mh65juWKep2KMCAXuRfR/view?usp=sharingThe instruction's video for viewing GUI data are as follows: https://youtu.be/XhhtBp1kBAo?si=Q2BjYOulVxjQ7p_k and https://youtu.be/VrzfxgLTXeA?si=shfeB0J3Dn_8irBwFor 7 compressed wild-type embryos, 2 uncompressed wild-type embryos, and 20 RNAi-treated embryos:<br>https://drive.google.com/file/d/1HIFOrZ51F_eN-dybjgZYX4RZrqsnjd7x/view?usp=sharing<br>and<br>https://drive.google.com/drive/folders/1D3vyKu2msSrdHSghHmGV6EGZuUTm5kWv?usp=sharingThe online Colab code for EmbSAM is stored at: https://drive.google.com/file/d/1CA3g2WEhPmwvSzE_QL8wBkd3nD_XWMCE/view?usp=drive_linkThe open-source code for EmbSAM is stored at:<br>https://github.com/CunminZhao/EmbSAM.gitIf you have any questions, please contact Guoye Guan (guanguoye@gmail.com), Cunmin Zhao (zhaocunmin@gmail.com), and Zelin Li (zelinli6-c@my.cityu.edu.hk).