cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.m57gke
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Streblosa axilliflora Merr."
 ]
}

 The dataset includes 20 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0145473-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-79876
title: Redemption tidings, vol. 59, nos. 1-52, 6 Jan. - 29 Dec. 1983

description: [description english/roman)] Issued weekly. "The pentecostal voice of Assemblies of God" -- subtitle.
DOI: 10.15468/dl.ogthsv
title: Occurrence Download

description: A dataset containing 291819 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1000-2018",
 "TaxonKey is Myxomycetes"
 ]
}

 The dataset includes 291819 records from 281 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003191-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.siq8hc
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Pinus ayacahuite Ehrend.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009663-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.titv91
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Drosera mannii Cheek"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009665-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmx8pe
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diplazium microphyllum Desv."
 ]
}

 The dataset includes 15 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026335-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45adst
title: Occurrence Download

description: A dataset containing 334423 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elanus caeruleus (Desfontaines, 1789)",
 "HasCoordinate is True",
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 2021",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False"
 ]
}

 The dataset includes 334423 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000663-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahtuhf
title: Occurrence Download

description: A dataset containing 6471 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bombus campestris (Panzer, 1801)"
 ]
}

 The dataset includes 6471 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009666-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yq8tt6
title: Occurrence Download

description: A dataset containing 5933 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-0.22768 47.35878,-0.23866 47.36102,-0.25081 47.36067,-0.25639 47.35973,-0.26072 47.35745,-0.26357 47.35594,-0.26456 47.3546,-0.26696 47.35136,-0.27054 47.34677,-0.27154 47.3442,-0.27174 47.34096,-0.27183 47.33791,-0.27194 47.33461,-0.26859 47.32986,-0.26286 47.32584,-0.25521 47.32243,-0.2428 47.3222,-0.23341 47.32265,-0.22737 47.32561,-0.21948 47.33209,-0.21731 47.33948,-0.21764 47.34379,-0.21731 47.3497,-0.222 47.35448,-0.22768 47.35878))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 5933 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026330-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32yjw8
title: Occurrence Download

description: A dataset containing 18127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Circus spilonotus Kaup, 1847",
 "HasCoordinate is True",
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 2021",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False"
 ]
}

 The dataset includes 18127 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0347802-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ryvqcj
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "GadmGid is one of (COL.15.96_2, COL.15.93_2, COL.15.88_2)",
 "OccurrenceStatus is Present",
 "TaxonKey is Reptilia"
 ]
}

 The dataset includes 77 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168848-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xf2yek
title: Occurrence Download

description: A dataset containing 1263 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllops falcatus (Gray, 1839)"
 ]
}

 The dataset includes 1263 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026332-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5mwwz
title: Occurrence Download

description: A dataset containing 4020 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "PublishingOrg is 06867940-0867-4b4a-abb2-a57a16fcf2dc"
 ]
}

 The dataset includes 4020 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0128288-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rrzqny
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vickifunkia altissima (Pojark.) C.Ren, L.Wang, I.D.Illar. & Q.E.Yang"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132900-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fh9ybz
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Driessenia sessiliflora C.Hansen"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026417-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrto61
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sciurus igniventris Wagner, 1842",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 126 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009666-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcb7sy
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Kroenleinia grusonii (Hildm.) Lodé"
 ]
}

 The dataset includes 19 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002425-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpfqu0
title: Occurrence Download

description: A dataset listing the 67 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-100.96875 20.9204,-99.66797 18.95409,-96.53906 18.2377,-98.15625 23.34629,-99.63281 23.95011,-100.79297 23.17672,-101.10937 21.62475,-100.96875 20.9204))",
 "TaxonKey is Macrobrachium carcinus (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 67 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009666-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r33bpq
title: Occurrence Download

description: A dataset containing 299970 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Colchicaceae)"
 ]
}

 The dataset includes 299970 records from 1389 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026367-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dsw458
title: Occurrence Download

description: A dataset containing 1394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-118.51034 37.94305,-122.02858 36.7427,-122.11934 35.57802,-119.47067 32.59845,-117.77053 32.40517,-114.62566 32.73994,-113.94504 33.92901,-114.51047 35.12021,-118.23136 37.99211,-118.51034 37.94305))",
 "OccurrenceStatus is Present",
 "TaxonKey is Cicadidae"
 ]
}

 The dataset includes 1394 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025635-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xug8r3
title: Occurrence Download

description: A dataset containing 1076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-118.51034 37.94305,-122.02858 36.7427,-122.11934 35.57802,-119.47067 32.59845,-117.77053 32.40517,-114.62566 32.73994,-113.94504 33.92901,-114.51047 35.12021,-118.23136 37.99211,-118.51034 37.94305))",
 "OccurrenceStatus is Present",
 "TaxonKey is Opiliones"
 ]
}

 The dataset includes 1076 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025636-240906103802322/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/6692044
title: Tesla Used Cars
DOI: 10.5281/zenodo.13824217
title: EMS3D-KITTI-Synthetic: A Synthetic 3D Dataset in KITTI Format with Balanced EMS Vehicle Distribution for Autonomous Driving AI Model Training

description: A 3D synthetic dataset in KITTI format, focused on emergency vehicles such as ambulances and police cars. The dataset was generated across 8 towns within the CARLA simulator and converted into the KITTI format, ensuring compatibility for direct use in AI model training for autonomous driving applications.
DOI: 10.5281/zenodo.13824218
title: EMS3D-KITTI-Synthetic: A Synthetic 3D Dataset in KITTI Format with Balanced EMS Vehicle Distribution for Autonomous Driving AI Model Training

description: A 3D synthetic dataset in KITTI format, focused on emergency vehicles such as ambulances and police cars. The dataset was generated across 8 towns within the CARLA simulator and converted into the KITTI format, ensuring compatibility for direct use in AI model training for autonomous driving applications.
DOI: 10.15468/dl.f3ztu2
title: Occurrence Download

description: A dataset containing 1452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Nelima elegans (Weed, 1889), Lednia tumana (Ricker, 1952), Corynoneura incuria Fu, 2022, Anadara broughtonii (Schrenck, 1867), Rhithrogena corcontica Sowa & Soldán, 1986, Euglesa hallae (Kuiper, 1983), Megalothorax willemi C.Schneider & C.A.D'Haese, 2013, Liposcelis pearmani Lienhard, 1990, Pisidium insigne Gabb, 1868, Eubosmina longispina (Leydig, 1860), Hemeromyia anthracina Collin, 1949, Krenopsectra acuta (Goetghebuer, 1934), Shaanxinus atayal Linnaeus, 2019)"
 ]
}

 The dataset includes 1452 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025637-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13824639
title: Mapping Soil Organic Carbon in the World's Largest Arid Mangrove Forest (Indus Delta, Pakistan): A Multi-Sensor Remote Sensing and Machine Learning Approach

description: Mangrove forests play a crucial role in carbon sequestration, especially in arid regions where their ability to store carbon in soil is vital for mitigating climate change. The Indus Delta in Pakistan, the world’s largest arid mangrove forest system, lacks spatially explicit data on Soil Organic Carbon (SOC) despite its importance for conservation and carbon budgeting. This study aims to establish a baseline SOC map 2020 at 10 m spatial resolution using Sentinel-1 (Synthetic Aperture Radar) and Sentinel-2 (MultiSpectral Instrument) satellite imagery, integrated with in-situ soil sampling. SOC predictions were made using a Classification and Regression Tree (CART) machine learning model within the Google Earth Engine platform, leveraging 40 predictor variables, including spectral bands and derived indices. A total of 53 topsoil (0-10 cm) samples were collected in February 2020 across the Indus Delta, and SOC was analyzed using the Walkley-Black method. The results showed an average SOC value of 65.88 Mg C ha⁻¹ with substantial spatial variability, ranging from 15.06 Mg C ha⁻¹ to 138.03 Mg C ha⁻¹ with a total of 0.91 Pg C. The CART model demonstrated high accuracy, with an R² of 0.95 and an RMSE of 9.18 Mg C ha⁻¹. However, the region faces challenges such as seawater intrusion and salinity, which threaten its ability to sequester carbon. With the first high-resolution SOC map for the Indus Delta, this study provides valuable insights for ecosystem management, conservation planning, and carbon budgeting. These findings of this study have the potential to significantly influence initiatives like REDD+ and Blue Carbon projects, which aim to enhance carbon sequestration while addressing the ecological challenges facing Pakistan’s mangroves
DOI: 10.5281/zenodo.13824640
title: Mapping Soil Organic Carbon in the World's Largest Arid Mangrove Forest (Indus Delta, Pakistan): A Multi-Sensor Remote Sensing and Machine Learning Approach

description: Mangrove forests play a crucial role in carbon sequestration, especially in arid regions where their ability to store carbon in soil is vital for mitigating climate change. The Indus Delta in Pakistan, the world’s largest arid mangrove forest system, lacks spatially explicit data on Soil Organic Carbon (SOC) despite its importance for conservation and carbon budgeting. This study aims to establish a baseline SOC map 2020 at 10 m spatial resolution using Sentinel-1 (Synthetic Aperture Radar) and Sentinel-2 (MultiSpectral Instrument) satellite imagery, integrated with in-situ soil sampling. SOC predictions were made using a Classification and Regression Tree (CART) machine learning model within the Google Earth Engine platform, leveraging 40 predictor variables, including spectral bands and derived indices. A total of 53 topsoil (0-10 cm) samples were collected in February 2020 across the Indus Delta, and SOC was analyzed using the Walkley-Black method. The results showed an average SOC value of 65.88 Mg C ha⁻¹ with substantial spatial variability, ranging from 15.06 Mg C ha⁻¹ to 138.03 Mg C ha⁻¹ with a total of 0.91 Pg C. The CART model demonstrated high accuracy, with an R² of 0.95 and an RMSE of 9.18 Mg C ha⁻¹. However, the region faces challenges such as seawater intrusion and salinity, which threaten its ability to sequester carbon. With the first high-resolution SOC map for the Indus Delta, this study provides valuable insights for ecosystem management, conservation planning, and carbon budgeting. These findings of this study have the potential to significantly influence initiatives like REDD+ and Blue Carbon projects, which aim to enhance carbon sequestration while addressing the ecological challenges facing Pakistan’s mangroves
DOI: 10.15468/dl.v498wa
title: Occurrence Download

description: A dataset containing 294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhadinaea gaigeae Bailey, 1937"
 ]
}

 The dataset includes 294 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025638-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e149061
title: Data and Code for: College Majors, Occupations, and the Gender Wage Gap

description: The paper assesses gender differences in pre-labor market specialization among the college-educated and highlights how those differences have evolved over time. Women choose majors with lower potential earnings (based on male wages associated with those majors) and subsequently sort into occupations with lower potential earnings given their major choice. These differences have narrowed over time, but recent cohorts of women still choose majors and occupations with lower potential earnings. Differences in undergraduate major choice explain a substantive portion of gender wage gaps for the college-educated above and beyond simply controlling for occupation. Collectively, our results highlight the importance of understanding gender differences in the mapping between college major and occupational sorting when studying the evolution of gender differences in labor market outcomes over time.
DOI: 10.3886/e149061v1-156887
title: Data and Code for: College Majors, Occupations, and the Gender Wage Gap

description: The paper assesses gender differences in pre-labor
market specialization among the college-educated and highlights how those
differences have evolved over time. 
Women choose majors with lower potential earnings (based on male wages
associated with those majors) and subsequently sort into occupations with lower
potential earnings given their major choice. 
These differences have narrowed over time, but recent cohorts of women
still choose majors and occupations with lower potential earnings. Differences in undergraduate major choice
explain a substantive portion of gender wage gaps for the college-educated
above and beyond simply controlling for occupation. Collectively, our results highlight the
importance of understanding gender differences in the mapping between college
major and occupational sorting when studying the evolution of gender differences
in labor market outcomes over time.
DOI: 10.15468/dl.mk38gh
title: Occurrence Download

description: A dataset containing 487 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bourreria huanita (La Llave & Lex.) Hemsl."
 ]
}

 The dataset includes 487 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025640-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4c6vnd
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-118.51034 37.94305,-122.02858 36.7427,-122.11934 35.57802,-119.47067 32.59845,-119.00919 32.54599,-117.77053 32.40517,-114.62566 32.73994,-113.94504 33.92901,-114.51047 35.12021,-118.23136 37.99211,-118.51034 37.94305))",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Amblypygi, Palpigradi, Schizomida, Ricinulei, Uropygi)"
 ]
}

 The dataset includes 64 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025641-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nybfdq
title: Occurrence Download

description: A dataset containing 968175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2024-07-27",
 "EventDate is less than or equal to 2024-08-26",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 968175 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025639-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53pbrr
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Invasive Species in the Toloa Rainforest"
 ]
}

 The dataset includes 36 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025644-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dydky5
title: Occurrence Download

description: A dataset containing 604 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-115.99990 21.12631,-92.84003 21.12631,-92.84003 30.39505,-115.99990 30.39505,-115.99990 21.12631))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Canis lupus baileyi Nelson & Goldman, 1929"
 ]
}

 The dataset includes 604 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025645-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13823257
title: The supplementary test data of GeoNet
DOI: 10.5281/zenodo.13823256
title: The supplementary test data of GeoNet
DOI: 10.5281/zenodo.13824662
title: The supplementary test data of GeoNet