cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3hj2zu
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "StateProvince is one of (Mato Grosso, Mato Grosso Do Sul)",
 "TaxonKey is Eulophia alta (L.) Fawc. & Rendle"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010382-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zch2rc
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "GadmGid is ESP.5_1",
 "TaxonKey is Mustela nivalis Linnaeus, 1766",
 "Year 2019-2024"
 ]
}

 The dataset includes 24 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010383-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qu4va2
title: Occurrence Download

description: A dataset containing 214481 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Aponogeton distachyos L.f., Arthurdendyus triangulatus (Dendy, 1895), Cabomba caroliniana A.Gray, Callosciurus finlaysonii (Horsfield, 1823), Cherax destructor Clark, 1936, Corvus splendens Vieillot, 1817, Crassula helmsii (Kirk) Cockayne, Elodea densa (Planch.) Casp., Eriocheir sinensis H.Milne Edwards, 1853, Erythranthe guttata (DC.) G.L.Nesom, Faxonius immunis (Hagen, 1870), Faxonius juvenilis (Hagen, 1870), Faxonius rusticus (Girard, 1852), Faxonius virilis (Hagen, 1870), Gambusia affinis (Baird & Girard, 1853), Heracleum mantegazzianum Sommier & Levier, Heracleum persicum Desf. ex Fisch., C.A.Mey. & Avé-Lall., Heracleum pubescens (Hoffm.) M.Bieb., Houttuynia cordata Thunb., Hydrocotyle ranunculoides L.f., Impatiens glandulifera Royle, Koenigia polystachya (Wall. ex Meisn.) T.M.Schust. & Reveal, Lagarosiphon major (Ridl.) Moss, Lepomis gibbosus (Linnaeus, 1758), Limnoperna fortunei (Dunker, 1857), Ludwigia grandiflora (Michx.) Greuter & Burdet, Ludwigia peploides (Kunth) P.H.Raven, Lysichiton americanus Hultén & H.St.John, Morone americana (Gmelin, 1789), Muntiacus reevesi (Ogilby, 1839), Myriophyllum aquaticum (Vell.) Verdc., Myriophyllum heterophyllum Michx., Pacifastacus leniusculus (Dana, 1852), Petasites japonicus (Siebold & Zucc.) Maxim., Pontederia cordata L., Procambarus acutus (Girard, 1852), Procambarus clarkii (Girard, 1852), Procambarus virginalis Lyko, 2017, Pseudorasbora parva (Temminck & Schlegel, 1846), Pycnonotus cafer (Linnaeus, 1766), Saururus cernuus L., Sciurus carolinensis Gmelin, 1788, Sciurus niger Linnaeus, 1758, Solenopsis invicta Buren, 1972, Solenopsis richteri Forel, 1909, Threskiornis aethiopicus (Latham, 1790), Vespa velutina Lepeletier, 1836, Zizania latifolia (Griseb.) Hance ex F.Muell.)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 214481 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010340-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pv6y78
title: Occurrence Download

description: A dataset containing 2722 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Colombia",
 "TaxonKey is Sciurus granatensis Humboldt, 1811"
 ]
}

 The dataset includes 2722 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010384-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8hpam
title: Occurrence Download

description: A dataset containing 1074651 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus (Linnaeus, 1766), Myocastor coypus (Molina, 1782))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1074651 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010339-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14257136
title: SG - November 2024

description: Measurements of SG (Global) in November 2024 

 Light Pollution Laboratorie info
DOI: 10.5281/zenodo.14257137
title: SG - November 2024

description: Measurements of SG (Global) in November 2024 

 Light Pollution Laboratorie info
DOI: 10.17632/9r4bdzdmjr.1
title: Data for: Evaluating the effects of fringing vegetation and predation risk at artificial water sites

description: Recent literature suggests that many terrestrial birds in arid environments will become increasingly reliant on surface water from sources such as waterholes as air temperatures increase with a warming climate. To do this however, they must often transition away from their preferred foraging habitat and, in doing so, expose themselves to predation. We conducted two field experiments at the Alice Springs Desert Park to test whether the presence of vegetative cover and predation risk affected terrestrial bird visits to experimental water sites placed in the landscape. We predicted that small and intermediate-sized canopy-foraging birds would spend a significantly greater amount of time at vegetated water sites than those in the open, even when perceived predation risk was high. Linear mixed effects models were used to test differences in the mean amount of time per day (seconds) birds spent at vegetated and open sites in each experiment. The presence of a decoy predator did not affect the amount of time birds spent at either vegetated or open sites. This result was likely due to the stationary nature of the decoy predator model used in the predation experiment. Vegetated sites, irrespective of decoy predators, had a significant positive effect on the Western Bowerbird (intermediate canopy forager), while open sites had a significant positive effect on the Zebra Finch (small ground forager). These results show that the habitat various birds have adapted to exploit while foraging for food items, along with other behavioural traits (e.g. flocking behaviour), strongly influences where they will attempt to access surface water when transitioning away from food items. While predation pressure has previously been shown to affect avian decision making when accessing food resources, further investigation is required to determine if predation risks influence prey species attempting to access water sites.
DOI: 10.17632/zcz8743fcv.2
title: Multiplexed Images of Melanoma Lymph Node Metastases

description: MIBI data containing 0.8x0.8mm2 multiplexed images from lymph nodes of multiple patients with melanoma metastases.
The data includes the clean images of multiple proteins, cell segmentation and cell classification.
The data is saved in CellSighter input format and was used to train and evaluate CellSighter on the task of cell classification. Further information can be found in our paper "CellSighter: A neural network to classify cells in highly multiplexed images".
DOI: 10.17632/zcz8743fcv.1
title: Multiplexed Images of Melanoma Lymph Node Metastases

description: MIBI data containing 0.8x0.8mm2 multiplexed images from lymph nodes of multiple patients with melanoma metastases.
The data includes the clean images of multiple proteins, cell segmentation and cell classification.
The data is saved in CellSighter input format and was used to train and evaluate CellSighter on the task of cell classification. Further information can be found in our paper "CellSighter: A neural network to classify cells in highly multiplexed images".
DOI: 10.15468/dl.uw2g83
title: Occurrence Download

description: A dataset containing 316530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Geometry POLYGON((-86.87548 13.85448,-84.2616 13.85448,-84.2616 15.65653,-86.87548 15.65653,-86.87548 13.85448))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 316530 records from 291 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010380-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14257139
title: LPL1 - November 2024

description: Measurements of LPL1 (Teide NP) in November 2024 
Tenerife
 Light Pollution Laboratorie info
DOI: 10.5281/zenodo.14257140
title: LPL1 - November 2024

description: Measurements of LPL1 (Teide NP) in November 2024 
Tenerife
 Light Pollution Laboratorie info
DOI: 10.5281/zenodo.14257141
title: LPL2 - November 2024

description: Measurements of LPL2 (Caldera de Taburiente NP) in November 2024 
La Palma
 Light Pollution Laboratorie info
DOI: 10.5281/zenodo.14257142
title: LPL2 - November 2024

description: Measurements of LPL2 (Caldera de Taburiente NP) in November 2024 
La Palma
 Light Pollution Laboratorie info
DOI: 10.5281/zenodo.12665948
title: HOCON34k: A Corpus of Hate speech in Online Comments from German Newspapers

description: We have compiled a dataset containing 34,223 comments in German, authored by users from online-platforms associated with public discourse in German newspapers. Each comment was annotated for hate speech and the adequacy of contextual information by a group of 29 volunteers, using a binary annotation approach. The inter-rater reliability for hate speech is 0.4428 across all annotators and increases to 0.6078 when considering an optimized subset of 12 annotators, as measured by Fleiss’ Kappa. Additionally, we present a baseline text classification using BERT, achieving an MCC-score up to 0.32 and an F2-score up to 0.64 in our initial experiment on this new corpus. The data set, named HOCON34k, comprising German hate speech comments from newspapers, is publicly available for research purposes.
DOI: 10.6084/m9.figshare.27936396.v1
title: Exploring the Perspectives of Single Young Women in Jordan on Vaginal Birth and Cesarean Section

description: This is a cross-sectional survey. Data was collected through face-to-face interviews. The questionnaire consists of 30 questions. The study sample included any unmarried Jordanian woman aged between 18 and 25 years.It aimed to explore the perceptions, knowledge, and attitude of unmarried Jordanian women towards vaginal birth (VB) and CS, as well as discovering their preference, and their predominant source of information regarding the two modes of birth.
DOI: 10.6084/m9.figshare.27936396
title: Exploring the Perspectives of Single Young Women in Jordan on Vaginal Birth and Cesarean Section

description: This is a cross-sectional survey. Data was collected through face-to-face interviews. The questionnaire consists of 30 questions. The study sample included any unmarried Jordanian woman aged between 18 and 25 years.It aimed to explore the perceptions, knowledge, and attitude of unmarried Jordanian women towards vaginal birth (VB) and CS, as well as discovering their preference, and their predominant source of information regarding the two modes of birth.
DOI: 10.5281/zenodo.10250829
title: MALDI-TOF-MS spectra of archaeological bone associated with fishhook manufacture from Moloka'i, Hawai'i, for ZooMS (Zooarchaeology by Mass Spectrometry)

description: MALDI-TOF-MS spectra for archaeological bone fragments associated with fishhook manufacture from Moloka'i, Hawai'i. All spectra are uploaded in .mzml format.
DOI: 10.5281/zenodo.14257143
title: LPL3 - November 2024

description: Measurements of LPL3 (Madeira East Coast) in November 2024 
Madeira
 Light Pollution Laboratorie info
DOI: 10.5281/zenodo.14257144
title: LPL3 - November 2024

description: Measurements of LPL3 (Madeira East Coast) in November 2024 
Madeira
 Light Pollution Laboratorie info
DOI: 10.5281/zenodo.14257145
title: LPL4 - November 2024

description: Measurements of LPL4 (Ilha do Corvo) in November 2024 
Corvo
 Light Pollution Laboratorie info
DOI: 10.5281/zenodo.14257146
title: LPL4 - November 2024

description: Measurements of LPL4 (Ilha do Corvo) in November 2024 
Corvo
 Light Pollution Laboratorie info
DOI: 10.5281/zenodo.14257147
title: LPL5 - November 2024

description: Measurements of LPL5 (Tejeda) in November 2024 
Gran Canaria
 Light Pollution Laboratorie info
DOI: 10.5281/zenodo.14257148
title: LPL5 - November 2024

description: Measurements of LPL5 (Tejeda) in November 2024 
Gran Canaria
 Light Pollution Laboratorie info
DOI: 10.5281/zenodo.14257149
title: LPL7 - November 2024

description: Measurements of LPL7 (Archipielago Chinijo) in November 2024 
Archipielago Chinijo
 Light Pollution Laboratorie info
DOI: 10.5281/zenodo.14257150
title: LPL7 - November 2024

description: Measurements of LPL7 (Archipielago Chinijo) in November 2024 
Archipielago Chinijo
 Light Pollution Laboratorie info
DOI: 10.5281/zenodo.14257151
title: LPL8 - November 2024

description: Measurements of LPL8 (Timanfaya NP) in November 2024 
Lanzarote
 Light Pollution Laboratorie info
DOI: 10.5281/zenodo.14257152
title: LPL8 - November 2024

description: Measurements of LPL8 (Timanfaya NP) in November 2024 
Lanzarote
 Light Pollution Laboratorie info
DOI: 10.5281/zenodo.14257153
title: LPL11 - November 2024

description: Measurements of LPL11 (Frontera Rural Park) in November 2024 
El Hierro
 Light Pollution Laboratorie info
DOI: 10.5281/zenodo.14257154
title: LPL11 - November 2024

description: Measurements of LPL11 (Frontera Rural Park) in November 2024 
El Hierro
 Light Pollution Laboratorie info
DOI: 10.5281/zenodo.14257155
title: LPL12 - November 2024

description: Measurements of LPL12 (Ilhas Desertas) in November 2024 
Madeira
 Light Pollution Laboratorie info
DOI: 10.5281/zenodo.14257156
title: LPL12 - November 2024

description: Measurements of LPL12 (Ilhas Desertas) in November 2024 
Madeira
 Light Pollution Laboratorie info
DOI: 10.15468/dl.3cbxdq
title: Occurrence Download

description: A dataset containing 1407 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysuronia lilliae (Stone, 1917)"
 ]
}

 The dataset includes 1407 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010387-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbvq5f
title: Occurrence Download

description: A dataset containing 175213 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Canis lupus Linnaeus, 1758"
 ]
}

 The dataset includes 175213 records from 706 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010378-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-37459
title: Claims (GX 17033 - GX 17639), 1990

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1990. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.scec37
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Musca domestica Linnaeus, 1758",
 "Geometry POLYGON((7 47,7 51,15 51,15 47,7 47))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 158 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002157-150221044754056/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-37473
title: Claims (GX 17033 - GX 17639), 1990

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1990. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.cyy4cg
title: Occurrence Download

description: A dataset containing 434 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Cetacean distribution around Mayotte Island"
 ]
}

 The dataset includes 434 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053776-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-40758
title: Open cases claims (GX 17569 - GX 17639), 1990-1991

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc. - open cases, 1990. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.vwrpsv
title: Occurrence Download

description: A dataset containing 6104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opiliones",
 {
 "or" : [
 "Country is United States of America",
 "Country is Mexico",
 "Country is Canada"
 ]
 }
 ]
}

 The dataset includes 6104 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002157-150504100648427/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykxt9x
title: Occurrence Download

description: A dataset containing 511 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Synsepalum dulcificum (Schumach. & Thonn.) Daniell"
 ]
}

 The dataset includes 511 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000870-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-37481
title: Claims (GX 17033 - GX 17639), 1990

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1990. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.25549/independent-c69-37507
title: Claims (GX 17033 - GX 17639), 1990

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1990. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.1w4fdr
title: Occurrence Download

description: A dataset containing 79140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 {
 "or" : [
 "TaxonKey is Festuca vasconcensis (Markgr.-Dann.) Auquier & Kerguélen",
 "TaxonKey is Frankenia pulverulenta L.",
 "TaxonKey is Pinus halepensis Mill.",
 "TaxonKey is Satureja montana L.",
 "TaxonKey is Festuca rubra L.",
 "TaxonKey is Ononis natrix subsp. ramosissima (Desf.) Batt.",
 "TaxonKey is Lathyrus tournefortii Rouy, 1899",
 "TaxonKey is Thymelaea coridifolia (Lam.) Endl.",
 "TaxonKey is Juniperus turbinata Guss.",
 "TaxonKey is Juniperus communis subsp. hemisphaerica (Jacq. & C.Presl) Nyman",
 "TaxonKey is Crepis oporinoides Boiss. ex Froel.",
 "TaxonKey is Pinus nigra J.F.Arnold",
 "TaxonKey is Cistus populifolius var. populifolius",
 "TaxonKey is Convolvulus althaeoides L.",
 "TaxonKey is Puccinellia distans subsp. distans",
 "TaxonKey is Puccinellia rupestris (With.) Fernald & Weath.",
 "TaxonKey is Sagina nodosa (L.) Fenzl",
 "TaxonKey is Abies nebrodensis (Lojac.) Mattei",
 "TaxonKey is Acis nicaeensis (Ardoino) Lledó, A.P.Davis & M.B.Crespo",
 "TaxonKey is Aconitum corsicum Gáyer",
 "TaxonKey is Aconitum firmum subsp. moravicum Skalický",
 "TaxonKey is Adenophora lilifolia Ledeb.",
 "TaxonKey is Adonis distorta Ten.",
 "TaxonKey is Agrimonia pilosa Ledeb.",
 "TaxonKey is Aichryson dumosum (Lowe) Praeger"
 ]
 }
 ]
}

 The dataset includes 79140 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002157-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-40763
title: Open cases claims (GX 17569 - GX 17639), 1990-1991

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc. - open cases, 1990. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.