cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4gk427
title: Occurrence Download

description: A dataset containing 689973 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achillea millefolium L.",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 2010"
 ]
}

 The dataset includes 689973 records from 1584 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004408-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsgvp9
title: Occurrence Download

description: A dataset containing 3211 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptodactylus mystaceus (Spix, 1824)"
 ]
}

 The dataset includes 3211 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027054-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkg4fc
title: Occurrence Download

description: A dataset containing 3233 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crassostrea gigas (Thunberg, 1793)"
 ]
}

 The dataset includes 3233 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027851-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.geq87b
title: Occurrence Download

description: A dataset containing 13502 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amazona finschi (P.L.Sclater, 1864)"
 ]
}

 The dataset includes 13502 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059134-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzmwzq
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Zimbabwe",
 "TaxonKey is Aerangis verdickii (De Wild.) Schltr."
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018190-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.upnjae
title: Occurrence Download

description: A dataset containing 67419 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex demissa Hornem."
 ]
}

 The dataset includes 67419 records from 264 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018192-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrjtdk
title: Occurrence Download

description: A dataset containing 10196 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elymus elymoides (Raf.) Swezey"
 ]
}

 The dataset includes 10196 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082987-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbmtmm
title: Occurrence Download

description: A dataset containing 57842 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sicalis flaveola (Linnaeus, 1766)"
 ]
}

 The dataset includes 57842 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001950-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqsgea
title: Occurrence Download

description: A dataset containing 22853 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données de Lépidoptères de Denis Vandromme"
 ]
}

 The dataset includes 22853 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023954-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfyxxy
title: Occurrence Download

description: A dataset containing 7299 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus patula Schiede ex Schltdl. & Cham."
 ]
}

 The dataset includes 7299 records from 237 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059133-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kww81i
title: Occurrence Download

description: A dataset containing 338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-137.4115 26.45096,-83.91907 26.45096,-83.91907 59.32892,-137.4115 59.32892,-137.4115 26.45096))",
 "TaxonKey is Collinsia grandiflora Douglas ex Lindl."
 ]
}

 The dataset includes 338 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027838-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvsjz5
title: Occurrence Download

description: A dataset containing 36013 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bactrocera Macquart, 1835"
 ]
}

 The dataset includes 36013 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027055-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vdkfza
title: Occurrence Download

description: A dataset containing 770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "TaxonKey is Bothrops atrox (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 770 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001950-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.znoymc
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lophornis brachylophus R.T.Moore, 1949"
 ]
}

 The dataset includes 43 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001950-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x2h0na
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Ocimum tenuiflorum L."
 ]
}

 The dataset includes 62 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001950-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpgzsg
title: Occurrence Download

description: A dataset containing 6089 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichodectidae"
 ]
}

 The dataset includes 6089 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020883-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9jfpq6
title: Occurrence Download

description: A dataset containing 508 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scrobicaria Cass."
 ]
}

 The dataset includes 508 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009632-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fy47fr
title: Occurrence Download

description: A dataset containing 98276 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Naturalis Biodiversity Center (NL) - Pisces"
 ]
}

 The dataset includes 98276 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059101-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pghcqy
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventaire des Lépidoptères Rhopalocères et Zygènes de France métropolitaine - Données de Provence-Alpes-Côte d'Azur transmises par Pascal Peyrache."
 ]
}

 The dataset includes 70 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023964-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dypku
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventaire des Lépidoptères Rhopalocères et Zygènes de France métropolitaine - Données de Rhône-Alpes transmises par Pascal Peyrache."
 ]
}

 The dataset includes 42 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023966-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53yrfh
title: Occurrence Download

description: A dataset containing 7554 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Anartia jatrophae (Linnaeus, 1763)"
 ]
}

 The dataset includes 7554 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059137-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzlosu
title: Occurrence Download

description: A dataset containing 43128 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Insectes Coléoptères Scarabéidés Laparosticti de France métropolitaine (enquête 2)"
 ]
}

 The dataset includes 43128 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009641-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2mi2j
title: Occurrence Download

description: A dataset containing 385 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is CardObs : Observations naturalistes issues de l'outil CardObs-Données de TACHET Jean-Louis (SAPROX)"
 ]
}

 The dataset includes 385 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023967-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tv5jbn
title: Occurrence Download

description: A dataset containing 379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-92 -20,-42 -20,-42 69.982,-92 69.982,-92 -20))",
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Spartina patens (Aiton) Muhl.",
 "TaxonKey is Spartina patens var. monogyna (Curtis) Fernald",
 "TaxonKey is Spartina patens var. juncea (Michx.) Hitchc.",
 "TaxonKey is Spartina patens var. patens",
 "TaxonKey is Spartina patens var. caespitosa (Eaton) Hitchc."
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 379 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020882-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x24w3t
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"6634604","matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false},{"type":"equals","key":"BASIS_OF_RECORD","value":"HUMANOBSERVATION","matchCase":false}]}

 The dataset includes 0 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009658-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5z8p1m
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Système d'Information sur la Nature et les Paysages d'Ile de France - Données de la naturaliste Marie Melun"
 ]
}

 The dataset includes 91 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024005-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8zmcc
title: Occurrence Download

description: A dataset containing 1856 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Système d'Information sur la Nature et les Paysages d'Ile de France - Données de la structure Natureparif/ARB Île-de-France provenant de la base de donnée du SINP Île-de-France CETTIA"
 ]
}

 The dataset includes 1856 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024037-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2mguoq
title: Occurrence Download

description: A dataset containing 653 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Système d'Information sur la Nature et les Paysages d'Ile de France - Données de la structure LPO provenant de la base de donnée du SINP Île-de-France CETTIA"
 ]
}

 The dataset includes 653 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024035-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mnj0o
title: Occurrence Download

description: A dataset containing 4127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 2001-2018",
 "HasCoordinate is true",
 "TaxonKey is Dulus dominicus (Linnaeus, 1766)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4127 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001951-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.488cw9
title: Occurrence Download

description: A dataset containing 16005 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salix bebbiana Sarg."
 ]
}

 The dataset includes 16005 records from 206 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0414277-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmntzv
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sigesbeckia orientalis",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043258-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pamhgd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sigesbeckia orientalis",
 "Country is Palau",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043259-250920141307145/datasets/export for details.
DOI: 10.15468/dl.fypc7g
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sigesbeckia orientalis",
 "Country is Papua New Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 57 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043260-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18128/d081.v8.6
title: IPUMS-PMA: Version 8.6

description: IPUMS-PMA is a harmonized data collection of Performance Monitoring for Action [formerly known as Performance Monitoring and Accountability 2020], a high-frequency survey for the measurement of progress toward Family Planning 2020 goals. It consists of individual-level and facility-level microdata collected through household, female, and service delivery point surveys about family planning behaviors, water, sanitation, health, nutrition, and reproductive health care provision in 11 countries of Africa and Asia.
DOI: 10.26023/7qf4-as4z-n505
title: TCI: NOAA P-3 Radar Data. Version 1.0

description: This data set contains the gridded radar data from the National Oceanic and Atmospheric Administration (NOAA) P-3 aircraft tail Doppler radar and sweep file data from the lower fuselage radar for flights into the tropical systems of interest to the Tropical Cyclone Intensity (TCI) field project. The storms included are Erika from the 2015 Atlantic region, Patricia from the 2015 Eastern Pacific region, and Matthew from the 2016 Atlantic region. These data are in a binary format.
DOI: 10.5281/zenodo.17209437
title: Video Data - Fish Species

description: Icelandic River Fish Counter Video Dataset

Abstract

This dataset contains 9,333 underwater video recordings from automated fish counters deployed in three Icelandic rivers (Krossá, Laxá in Leirársveit, and Selá) between 2018-2022. Videos were captured using Vaki Riverwatcher systems with motion-triggered recording and contain three native salmonid species: Atlantic Salmon (Salmo salar), Brown/Sea Trout (Salmo trutta), and Arctic Char (Salvelinus alpinus). Each video is expert-labeled and represents controlled underwater monitoring conditions suitable for computer vision and automated species classification research.

Dataset Composition



Total Videos: 9,333

Species Distribution:



Trout: 3,297 (35.3%)

Salmon: 2,250 (24.1%)

Char: 880 (9.4%)

Not fish (false positives): 2,906 (31.1%)



Collection Sites: Krossá, Laxá in Leirársveit, Selá rivers

Time Period: 2018-2022


Technical Specifications



Format: MP4 video files

Resolution: Primarily 640×400, some 640×360 and 640×480

Frame Rate: Mostly 25 fps (withecpetions, e.g., few videos with 9.8 fps and 7.7 fps)

Recording: Color during daylight, infrared B&W at night

Trigger: Motion-activated via infrared scanner


Data Quality

Videos include diverse conditions: clear water, turbid water, low light, biofouling, debris, and both single and multiple fish scenarios. The high false positive detections (~31% of non-fish videos) reflects real-world monitoring challenges. All species classifications performed by expert ichthyologists at the Marine and Freshwater Research Institute of Iceland.

Applications

Suitable for fish species classification, underwater computer vision, automated monitoring systems, ecological research, and algorithm development for aquatic environments.

Data Provider

Marine and Freshwater Research Institute (MFRI), Iceland

Usage Notes

Each video has a single species label corresponding to the first fish that triggered the motion sensor. Videos may contain environmental artifacts and varying visibility conditions typical of real-world aquatic monitoring systems.
DOI: 10.5281/zenodo.15814458
title: Replication Package for "Structural Change, Land Use and Urban Expansion"

description: Replication packge to reproduce all exhbits and in-text numbers of "Structural Change, Land Use and Urban Expansion", forthcoming Review of Economic Studies, 2025.
DOI: 10.5281/zenodo.15814459
title: Replication Package for "Structural Change, Land Use and Urban Expansion"

description: Replication packge to reproduce all exhbits and in-text numbers of "Structural Change, Land Use and Urban Expansion", forthcoming Review of Economic Studies, 2025.
DOI: 10.15468/dl.ekapq4
title: Occurrence Download

description: A dataset containing 75470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphibia",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2016",
 "Year is less than or equal to 2021",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Country is United Kingdom of Great Britain and Northern Ireland",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 75470 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043241-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bt5zrw
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sigesbeckia orientalis",
 "Country is Samoa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043263-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7nk96z
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sigesbeckia orientalis",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043262-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydt9vg
title: Occurrence Download

description: A dataset containing 29964 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pitcairnia"
 ]
}

 The dataset includes 29964 records from 461 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043261-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.