cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gffs34
title: Occurrence Download

description: A dataset containing 1153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 {
 "or" : [
 "DatasetKey is Estudios bióticos: Plantas, artropofauna edáfica, anfibios y aves del Complejo de Páramos Iguaque Merchán",
 "DatasetKey is Estudios bióticos (Plantas, Fauna Edáfica, Anfibios y Aves) en los Complejos de páramos Tota-Bijagual-Mamapacha",
 "DatasetKey is Herbario de la Universidad Pedagógica y Tecnológica de Colombia",
 "DatasetKey is iNaturalist Research-grade Observations",
 "DatasetKey is Abundancia, estructura y productividad de frutos de la especie agraz (Vaccinium meridionale) en bosques altoandinos del municipio Ráquira, Boyacá",
 "DatasetKey is Flora vascular y no vascular: expedición El Valle - Proyecto Boyacá BIO UPTC",
 "DatasetKey is Colección Herbario Federico Medem Bogotá - FMB",
 "DatasetKey is Flora vascular y no vascular: expedición Rabanal - Proyecto Boyacá BIO UPTC",
 "DatasetKey is Briófitos epífitos en el páramo de Rabanal, municipio de Ventaquemada",
 "DatasetKey is Caracterización vegetal y rasgos funcionales de plantas colectadas en un gradiente altitudinal de bosque altoandino a páramo en el Santuario de Fauna y Flora Iguaque"
 ]
 },
 {
 "or" : [
 "Geometry POLYGON((-73.77594 5.40092,-73.19733 5.40092,-73.19733 5.80183,-73.77594 5.80183,-73.77594 5.40092))",
 "Geometry POLYGON((-73.91121 5.69756,-73.48366 5.71129,-73.19984 5.74242,-73.1916 6.14433,-73.89839 6.14799,-73.91121 5.69756))",
 "Geometry POLYGON((-73.91121 5.69756,-73.48366 5.71129,-73.19984 5.74242,-73.1916 6.14433,-73.89931 6.1013,-73.91121 5.69756))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 "TaxonKey is Plantae",
 "Year 2010-2021"
 ]
}

 The dataset includes 1153 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005947-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b60flb
title: Occurrence Download

description: A dataset containing 6154249 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "Country is Mexico",
 "Year 1000-2018"
 ]
}

 The dataset includes 6154249 records from 578 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030584-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.teq9vm
title: Occurrence Download

description: A dataset containing 6670 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Metasequoia glyptostroboides H.H.Hu & W.C.Cheng"
 ]
}

 The dataset includes 6670 records from 311 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001095-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jhru72
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orthomnion dilatatum (Wilson ex Mitt.) P.C.Chen"
 ]
}

 The dataset includes 81 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181871-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.elkjub
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dyckia consimilis Mez"
 ]
}

 The dataset includes 37 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030584-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ez7h22
title: Occurrence Download

description: A dataset containing 9655 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 9655 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001099-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ysu3a
title: Occurrence Download

description: A dataset containing 3666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Cactaceae"
 ]
}

 The dataset includes 3666 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189092-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dy4l0h
title: Occurrence Download

description: A dataset containing 1320 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colletotrichum acutatum J.H.Simmonds"
 ]
}

 The dataset includes 1320 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030584-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcbwan
title: Occurrence Download

description: A dataset containing 64263 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Gunma Museum of Natural History, Vascular Plant Specimen"
 ]
}

 The dataset includes 64263 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001102-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rx7jgt
title: Occurrence Download

description: A dataset containing 1027 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Argyrosomus japonicus (Temminck & Schlegel, 1843)"
 ]
}

 The dataset includes 1027 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191316-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1pgp4t
title: Occurrence Download

description: A dataset containing 210300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Chenopodium album L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 210300 records from 590 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030585-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15047610
title: EPA CAMPD (Clean Air Markets Program Data) emission data: Daily emissions for 2014 by state

description: This dataset contains EPA CAMPD (Clean Air Markets Program Data) daily emissions data for 2014 by state. It includes detailed information on emissions for the specified period. The data was collected from the EPA CAMPD system and is intended for use in environmental analysis and reporting in February 2025.
DOI: 10.5281/zenodo.15047611
title: EPA CAMPD (Clean Air Markets Program Data) emission data: Daily emissions for 2014 by state

description: This dataset contains EPA CAMPD (Clean Air Markets Program Data) daily emissions data for 2014 by state. It includes detailed information on emissions for the specified period. The data was collected from the EPA CAMPD system and is intended for use in environmental analysis and reporting in February 2025.
DOI: 10.5066/p14ts3sk
title: Stable Isotopes of Fish, Invertebrates, and Vegetation in the Northern Sacramento-San Joaquin Delta, California, 2022-2024

description: This dataset includes lab data for stable isotopes of fish tissue, invertebrates, and vegetation collected during daylight hours in the Northern Sacramento-San Joaquin Delta and drainage channels of the Yolo By-Pass, California, USA during summer 2022, 2023, and 2024. This data release includes all animal taxa and isotope values.
DOI: 10.15468/dl.9m56jc
title: Occurrence Download

description: A dataset containing 49583 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 2025-02-21",
 "EventDate is less than or equal to 2025-03-23",
 {
 "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 49583 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015476-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9mkz9
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myzus cymbalariae Stroyan, 1954",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 55 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015478-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7284/163691
title: Singlebeam Echosounder data collected during research cruise AR81-02 using a Kongsberg SBP-29 instrument system onboard the platform RV Neil Armstrong

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/163692
title: Singlebeam Echosounder data collected during research cruise AR81-02 using a Kongsberg SBP-29 instrument system onboard the platform RV Neil Armstrong

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/110025
title: CTD (Conductivity, Temperature, Depth) data collected during research cruise ZHNG10RR using a SeaBird SBE-911+ instrument system onboard the platform RV Roger Revelle

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.15468/dl.vbmpwe
title: Occurrence Download

description: A dataset containing 55282 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemitriccus margaritaceiventer (Orbigny & Lafresnaye, 1837)"
 ]
}

 The dataset includes 55282 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015455-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7284/107699
title: Expendable Probe data collected during research cruise ZHNG10RR using a Sippican MK21 instrument system onboard the platform RV Roger Revelle

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107697
title: GNSS (Global Navigation Satellite System) data collected during research cruise ZHNG10RR using a Ashtech ADU2 instrument system onboard the platform RV Roger Revelle

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107704
title: GNSS (Global Navigation Satellite System) data collected during research cruise ZHNG10RR using a Trimble NT-200D instrument system onboard the platform RV Roger Revelle

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/110017
title: Gravimeter data collected during research cruise ZHNG10RR using a Bell BGM-3 instrument system onboard the platform RV Roger Revelle

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107698
title: Meteorological Station data collected during research cruise ZHNG10RR using a SIO MET-System instrument system onboard the platform RV Roger Revelle

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107702
title: Multibeam Echosounder data collected during research cruise ZHNG10RR using a Kongsberg EM120 instrument system onboard the platform RV Roger Revelle

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107700
title: Winch data collected during research cruise ZHNG10RR using a Markey DUTW-9-11 instrument system onboard the platform RV Roger Revelle

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.34740/kaggle/dsv/11078513
title: Balochi Language to English Translation Dataset
DOI: 10.15468/dl.3u4a3h
title: Occurrence Download

description: A dataset containing 165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Woodsia meyerwaardeni Krefft, 1973, Woodsia nonsuchae (Beebe, 1932))"
 ]
}

 The dataset includes 165 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015481-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bgrmhk
title: Occurrence Download

description: A dataset containing 10354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Vinciguerria attenuata (Cocco, 1838), Vinciguerria lucetia (Garman, 1899), Vinciguerria mabahiss Johnson & Feltes, 1984, Vinciguerria nimbaria (Jordan & Williams, 1895), Vinciguerria poweriae (Cocco, 1838), Vinciguerria poweriae (Chevrolat, 1863))"
 ]
}

 The dataset includes 10354 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015480-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bgv2fk
title: Occurrence Download

description: A dataset containing 81522 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 Bromus tectorum L."
 ]
}

 The dataset includes 81522 records from 1086 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015460-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8n8n7f
title: Occurrence Download

description: A dataset containing 931 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Yarrella argenteola (Garman, 1899), Yarrella blackfordi Goode & Bean, 1896)"
 ]
}

 The dataset includes 931 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015482-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/ypz6-7785
title: Text Mining Data - SET

description: Emotional classification (valence) in textual data has proved to be central to human experience analysis and natural language processing (NLP). This study implements a text mining model and algorithm - TM-EV (Text Mining for Emotional Valence Analysis) - that determines the impact of emotional valence (EV) shown by undergraduate students in their feedback (n=665860) during the program (pre- and post-course to determine its relationship with the learning outcome and performance. The method is grounded on appraisal theories and component process models (CPM) that study degree of pleasantness or goal achievement as an effect of valence judgements. The model (TM-EV) identifies top terms in the students’ data using Corpus feature selection and Term document matrix libraries in R software. It further utilizes the EV scores (quantified data) extracted from the (textual) data to statistically test the association and effect it has with the Evaluation periods and Academic level of the students. Data analysis was done using Sentiment Analysis libraries (sentimentr, syuzhet, pander) in R, and Statistical Analysis methods (Multiple Linear Regression, ANOVA, ANCOVA) in IBM SPSS v30. The results show that individually the Evaluation periods and Academic level do not directly impact EV scores of the students (p&gt;0.05), but a combined interaction effect of the two factors impacts the EV scores (p=0.003). The paper sheds light on the pedagogical and socio-technical implications of the study’s findings toward achieving improved learning outcomes and sustainable educational practices.
DOI: 10.15468/dl.jxpz49
title: Occurrence Download

description: A dataset containing 854691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Parasponia Miq., Allocasuarina L.A.S.Johnson, Casuarina L., Gymnostoma L.A.S.Johnson, Ceuthostoma L.A.S.Johnson, Coriaria L., Cycas L., Datisca L., Elaeagnus L., Hippophae L., Lepargyrea Raf., Shepherdia Nutt., Morella Lour., Myrica L., Comptonia L'Hér. ex Aiton, Canacomyrica Guillaumin, Adolphia Meisn., Ceanothus L., Discaria Hook., Colletia Comm. ex Juss., Kentrothamnus Suess. & Overkott, Retanilla (DC.) Brongn., Trevoa Miers, Cowania D.Don, Dryas L., Cercocarpus Kunth, Chamaebatia Benth., Purshia DC., Bowenia Hook., Stangeria T.Moore, Zamia L., Ceratozamia Brongn., Dioon Lindl., Encephalartos Lehm., Lepidozamia Regel, Microcycas (Miq.) A.DC., Macrozamia Miq., Augea Thunb., Balanites Delile, Bulnesia Gay, Fagonia L., Guaiacum L., Izozogia G.Navarro, Kallstroemia Scop., Larrea Cav., Malacocarpus, Metharme Phil. ex Engl., Morkillia Rose & J.H.Painter, Neoluederitzia Schinz, Neoschroetera Briq., Pintoa Gay, Plectrocarpa Gillies ex Hook. & Arn., Porlieria Ruiz & Pav., Sarcozygium Bunge, Schroeterella Briq., Seetzenia R.Br., Sericodes A.Gray, Sisyndite E.Mey. ex Sond., Zygophyllum L., Tetraena Maxim., Tribulus L., Viscainoa Greene)",
 "Year 1950-2025"
 ]
}

 The dataset includes 854691 records from 1429 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012759-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-22592
title: Judgment and settlement source material: docket cards (1986-1991), [1991]

description: Judgment and settlement source material: docket cards (1986-1991), [1991]. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.
DOI: 10.15468/dl.jyg1ig
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psophia viridis viridis"
 ]
}

 The dataset includes 28 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000606-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjcec8
title: Occurrence Download

description: A dataset containing 3762 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polioptila albiventris Lawrence, 1885"
 ]
}

 The dataset includes 3762 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059731-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-23628
title: Summaries of and City Attorney recommendations for settlement cases (1-4 of 4), 1983 Dec. 19 - 1990 Dec. 11

description: Summaries of and City Attorney Recommendation for settlement cases (1-4 of 4), 1983 December 19 - 1990 December 11. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.
DOI: 10.15468/dl.jqdzju
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iolana andreasi Sheljuzhko, 1919"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000606-150504100648427/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.