cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.82144/3543bfbb
title: MMS Surveys, SCB 1995-1997

description: Original provider:
Minerals Management Service

Dataset credits:
Credit for this study is shared with OSPR by the Minerals Management Service (MMS), Pacific OCS Region, that provided most observers for surveys flown in Santa Barbara Channel and the Santa Maria Basin; MMS personnel also carried out tape-transcriptions and computer entry for surveys in southern California waters (this portion of the OSPR surveys was conducted under matching-funds between OSPR and the Coastal Marine Institute, University of California, Santa Barbara).

Abstract:
These data were collected from aerial surveys of marine birds and mammals in support of oil spill response and injury assessment, Southern California Bight/MMS Surveys [Birds and Mammals] Study Code: SX, Contract number: FG7407-OS with California Department of Fish and Game (CDFG), Office of Spill Prevention and Response (OSPR); and 14-35-0001-30758 (Task 13293) with the Coastal Marine Institute, University of California, Santa Barbara, Principal investigator: Michael L. Bonnell, Ph.D., Institute of Marine Sciences, University of California, Santa Cruz 

Time period: June 1994 through October 1998 
Study area: Coastal and inland marine waters of California 

Methodology: Aerial surveys were conducted in a variety of California locales with experienced observers and trainees. The aircraft used was a Partenavia PN68 Observer provided by the Department of Air Services, CDFG, flown at an altitude of 200' (60 m) above ground level and at a typical air speed of 90 kts. Two observers (at least one experienced) occupied middle seats and searched a corridor of 50 m on each side of the aircraft. Width was defined by clinometer and simple trigonometric functions. Species, numbers, behavior and other information was described on hand-held tape recorders for later transcription and computer entry. The co-pilot position was occupied by a navigator/computer operator. This individual recorded number of observers on-watch, transect status (i.e., on-effort, off-effort, and commutes), as well as sea state, weather and other observation conditions. Date, time, and position of the aircraft were recorded directly into the data-logging computer with time, latitude and longitude provided by a Global Positioning System (GPS). 

Databases produced: A single database was produced including date, time, latitude/longitude, behavior, observation conditions, and other information for each sighting of marine birds, mammals, and turtles. As stated above, some surveys were solely for the purpose of drills and training, some for systematic data collection, and others for actual oil spill response. 

In this study, 74 one-day surveys were flown through 1997. Through the end of 1997, a total of 670 hours were flown and, 
exclusive of commutes, mapped bird and mammal distribution and abundance along 31,271 km (16,886 nmi) of transects. Data 
from several surveys from 1998 are yet fully analyzed and therefore not included in this dataset.
DOI: 10.15468/dl.4j6ee9
title: Occurrence Download

description: A dataset containing 50200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gaviiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-150 60,-120 60,-120 90,-150 90,-150 60))"
 ]
}

 The dataset includes 50200 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059103-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr31328.v1
title: Annual Parole Survey, 2003
title: Version 1

description: The 2003 Annual Parole Survey provides a count of the
total number of persons supervised in the community on January 1 and
December 31, 2003, and a count of the number entering and leaving
supervision during the year. The survey also provides counts of the number of parolees by certain characteristics, such as gender, race and Hispanic or Latino origin, supervision status, and type of offense. This survey covers all 50 states, the District of Columbia, and the Federal System.
description: Datasets: 
DS1: Annual Parole Survey, 2003
description: All adult parolees conditionally released to parole supervision, whether by parole board decision or by mandatory conditional release, between January 1, 2003, and December 31, 2003. Smallest Geographic Unit: jurisdiction
description: mail questionnaire
DOI: 10.5281/zenodo.15021801
title: Headwaters Hydrology Project (HHP) ML-Based Streamflow Estimates

description: Accurate streamflow estimates in ungaged basins are essential for hydrologic research, water management, and drought/flood monitoring. The Headwaters Hydrology Project (HHP) addresses limitations in existing national-scale models by providing daily, machine learning based streamflow predictions for all Hydrologic Unit Code 10 (HUC-10) watersheds across the contiguous United States. Cross-validation in pseudo-ungaged basins shows that the HHP significantly outperforms the National Hydrologic Model and the National Water Model across multiple performance metrics, including Nash–Sutcliffe Efficiency, Kling–Gupta Efficiency, correlation, and bias. Importantly, the HHP is significantly more accurate in detecting hydrologic extremes such as drought and flood, improving detection at 91-96% of the >1,500 sites tested. The dataset spans 1982-present, updates daily with low latency, and is publicly accessible via an interactive mapping tool and application programming interface. The HHP demonstrates the value of machine learning as a complementary tool to traditional hydrologic models, enabling scalable, real-time insights for monitoring and decision-making.
DOI: 10.5281/zenodo.15021802
title: Headwaters Hydrology Project (HHP) ML-Based Streamflow Estimates

description: Accurate streamflow estimates in ungaged basins are essential for hydrologic research, water management, and drought/flood monitoring. The Headwaters Hydrology Project (HHP) addresses limitations in existing national-scale models by providing daily, machine learning based streamflow predictions for all Hydrologic Unit Code 10 (HUC-10) watersheds across the contiguous United States. Cross-validation in pseudo-ungaged basins shows that the HHP significantly outperforms the National Hydrologic Model and the National Water Model across multiple performance metrics, including Nash–Sutcliffe Efficiency, Kling–Gupta Efficiency, correlation, and bias. Importantly, the HHP is significantly more accurate in detecting hydrologic extremes such as drought and flood, improving detection at 91-96% of the >1,500 sites tested. The dataset spans 1982-present, updates daily with low latency, and is publicly accessible via an interactive mapping tool and application programming interface. The HHP demonstrates the value of machine learning as a complementary tool to traditional hydrologic models, enabling scalable, real-time insights for monitoring and decision-making.
DOI: 10.15468/dl.9wqbr4
title: Occurrence Download

description: A dataset containing 5107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tripleurospermum maritimum (L.) W.D.J.Koch)",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "DatasetKey is one of (Pl@ntNet automatically identified occurrences, Pl@ntNet observations, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, naturgucker, Artportalen (Swedish Species Observation System), Norwegian Species Observation Service, Programme d'observation naturaliste participative avec l'application mobile INPN Espèces - Application INPN Espèces: Observations naturalistes, participatives et opportunistes, fondées sur des photographies, Species recordings from the Danish National portal Arter.dk, Lajitietokeskus/FinBIF - Notebook, general observations, Vascular plant records verified via iRecord, iRecord Surveys)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 500",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 5107 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071253-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ihyzv1
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 {
 "or" : [
 "TaxonKey is Pleurothallis hintonii L.O.Williams",
 "TaxonKey is Physogyne gonzalesii (L.O.Williams) Garay, 1982"
 ]
 }
 ]
}

 The dataset includes 7 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002607-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tutcpz
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Australian National Fish Collection (ANFC)",
 "TaxonKey is Brachaelurus waddi (Bloch & Schneider, 1801)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071264-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5jubb
title: Occurrence Download

description: A dataset containing 84806 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Continent is South America",
 "Continent is North America"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Solanum bonariense L.",
 "TaxonKey is Gleditsia triacanthos L.",
 "TaxonKey is Acacia farnesiana Linnaeus, 1753",
 "TaxonKey is Acacia caven (Molina) Molina",
 "TaxonKey is Coffea L.",
 "TaxonKey is Blighia sapida K.D.Koenig"
 ]
 }
 ]
}

 The dataset includes 84806 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0349241-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gknzt5
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Pseudocranichis thysanochila (B.L.Rob. & Greenm.) Garay"
 ]
}

 The dataset includes 22 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002613-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcn6qy
title: Occurrence Download

description: A dataset containing 67695 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ursidae"
 ]
}

 The dataset includes 67695 records from 407 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071268-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knffaf
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Prosthechea citrina (Lex.) W.E.Higgins"
 ]
}

 The dataset includes 94 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002611-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.prgzz8
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "TaxonKey is Falco biarmicus Temminck, 1825"
 ]
}

 The dataset includes 139 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071911-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.222y8c
title: Occurrence Download

description: A dataset containing 1289 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cordylophora caspia (Pallas, 1771)"
 ]
}

 The dataset includes 1289 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0344614-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6j89wp
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Matsucoccus resinosae Bean, 1955)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043000-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pkgwwm
title: Occurrence Download

description: A dataset containing 10061405 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 10061405 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002616-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxn2vw
title: Occurrence Download

description: A dataset containing 4121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alopecurus magellanicus Lam.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4121 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071230-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.59nyka
title: Occurrence Download

description: A dataset containing 1429948 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bombus terrestris (Linnaeus, 1758), Andrena haemorrhoa (Fabricius, 1781), Xylocopa appendiculata Smith, 1852, Trigona carbonaria Smith, 1854, Melipona beecheii Bennett, 1831, Apis andreniformis Smith, 1857, Apis florea Fabricius, 1787, Apis laboriosa Smith, 1871, Apis dorsata Fabricius, 1793, Apis cerana Fabricius, 1793, Apis mellifera Linnaeus, 1758)",
 "Year 1975-2025"
 ]
}

 The dataset includes 1429948 records from 2110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002422-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvvy38
title: Occurrence Download

description: A dataset containing 4770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Senna spectabilis (DC.) H.S.Irwin & Barneby)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 4770 records from 248 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002702-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fh6xyd
title: Occurrence Download

description: A dataset containing 51063 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Iguana iguana (Linnaeus, 1758))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 51063 records from 304 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002699-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.35zbjy
title: Occurrence Download

description: A dataset containing 388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carex gmelinii Hook. & Arn.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 388 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002703-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zpx4k9
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Senna spectabilis var. spectabilis)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 196 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002704-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c9mngp
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lynx lynx isabellinus (Blyth, 1847)",
 "Year 2000-2025"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002674-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sj54h3
title: Occurrence Download

description: A dataset containing 5704542 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "Year 1989-2025"
 ]
}

 The dataset includes 5704542 records from 3345 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002691-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18112/openneuro.ds005788.v1.0.0
title: Animal, plant, or mineral: disentangling object concepts from visual features
DOI: 10.25549/independent-c69-6144
title: Requests for Commission reports [1], 1991-07

description: Requests for Commission reports. PART OF A SERIES: The series consists of miscellaneous source materials that were collected and analyzed over the course of the Independent Commission's investigation. Included are the following: article clippings pertaining to the Rodney King incident; legal materials related to the Gates v. Board of Los Angeles Police Commissioners case, including appellate documents, court transcripts, preliminary injunctions, and briefs; black-and-white photographs; essays and articles related to police misconduct; issues of The Thin Blue Line, the Los Angeles Police Protective League's monthly publication, and Perspectives on Policing, a newsletter published by the United States Department of Justice; materials regarding policing issues in other major United States cities, including commission reports and Pate and Hamilton's book The Big Six: Policing America's Largest Cities; supplemental materials and appendices to the Independent Commission's report; requests for copies of the Commission report; transcripts from public hearings conducted by members of the Commission; and instructional materials related to the Video Incident Capture System, a video camera system that provides video and audio records of police officers' activities while on patrol.
DOI: 10.15468/dl.fcua6a
title: Occurrence Download

description: A dataset containing 13951 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scytalopus argentifrons Ridgway, 1891"
 ]
}

 The dataset includes 13951 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034195-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-6252
title: Requests for Commission reports [1], 1991-07

description: Requests for Commission reports. PART OF A SERIES: The series consists of miscellaneous source materials that were collected and analyzed over the course of the Independent Commission's investigation. Included are the following: article clippings pertaining to the Rodney King incident; legal materials related to the Gates v. Board of Los Angeles Police Commissioners case, including appellate documents, court transcripts, preliminary injunctions, and briefs; black-and-white photographs; essays and articles related to police misconduct; issues of The Thin Blue Line, the Los Angeles Police Protective League's monthly publication, and Perspectives on Policing, a newsletter published by the United States Department of Justice; materials regarding policing issues in other major United States cities, including commission reports and Pate and Hamilton's book The Big Six: Policing America's Largest Cities; supplemental materials and appendices to the Independent Commission's report; requests for copies of the Commission report; transcripts from public hearings conducted by members of the Commission; and instructional materials related to the Video Incident Capture System, a video camera system that provides video and audio records of police officers' activities while on patrol.
DOI: 10.15468/dl.muamab
title: Occurrence Download

description: A dataset containing 509 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euterpe edulis Mart.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 509 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001417-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxrfd6
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Baccharoides bracteosa (O.Hoffm.) Isawumi, El-Ghazaly & B.Nord."
 ]
}

 The dataset includes 29 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034211-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.