cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.22491502.v1
title: Data for Måsviken et al. 2023 Ecosphere in press

description: Data for Måsviken et al. 2023. Elevational variation of spider and insect communities in the Swedish mountains. Ecosphere In press. <br> Data consist of presence absence matrices for insect and spider taxa at sampling transects at three different sites along the Swedish mountains.
DOI: 10.6084/m9.figshare.22491502.v2
title: Data for Måsviken et al. 2023 Ecosphere 14:e4540

description: Data for Måsviken et al. 2023. Elevational variation of spider and insect communities in the Swedish mountains. Ecosphere 14:e4540 <br> Data consist of presence absence matrices for insect and spider taxa at sampling transects at three different sites along the Swedish mountains.
DOI: 10.5281/zenodo.7997739
title: Hainan gibbon (Nomascus hainanus) bioacoustics dataset for machine learning

description: Data accompanying the paper: "<strong>Empowering Deep Learning Acoustic Classifiers with Human-like Ability to Utilize Contextual Information for Wildlife Monitoring</strong>" We provide the audio data (.wav) used to test our neural network classifier along with the corresponding labelled text files (.svl). The audio and labelled files can easily be viewed in Sonic Visualiser. Drag and drop the audio file. Create the spectrogram layer. Drag and drop the corresponding .svl file. The dataset provided here is a subset of the full dataset provided here: 10.5281/zenodo.3991714. This dataset has additional files that were manually annotated, which were not manually verified in the original version (10.5281/zenodo.3991714). <strong>Files provided</strong> <strong>Audio_x.zip</strong> -- we provide x number of .zip files containing audio files, numbered 1 to 4. These were created in batches to simplify downloads. <strong>Annotations.zip -</strong>- .svl files which contain the manually verified labels. These files can be read in Sonic Visualiser, or as .XML files in a programming language. We took care to annotate the start and stop time of each gibbon call. The height of each bounding box is not important as the frequency range of Hainan gibbons is already known. <strong>model_weights_tensorflow.hdf5 </strong>-- the Tensorflow model. Load the model using: model = tf.keras.models.load_model(model_filepath) note that the model expects a three channel input as explained in the research article.
description: ED is supported by a research chairship from the African Institute for Mathematical Sciences South Africa. This work was carried out with the aid of a grant from the International Development Research Centre, Ottawa, Canada, www.idrc.ca, and with financial support from the Government of Canada, provided through Global Affairs Canada (GAC), www.international.gc.ca.
DOI: 10.5281/zenodo.7997738
title: Hainan gibbon (Nomascus hainanus) bioacoustics dataset for machine learning

description: Data accompanying the paper: "<strong>Empowering Deep Learning Acoustic Classifiers with Human-like Ability to Utilize Contextual Information for Wildlife Monitoring</strong>" We provide the audio data (.wav) used to test our neural network classifier along with the corresponding labelled text files (.svl). The audio and labelled files can easily be viewed in Sonic Visualiser. Drag and drop the audio file. Create the spectrogram layer. Drag and drop the corresponding .svl file. The dataset provided here is a subset of the full dataset provided here: 10.5281/zenodo.3991714. This dataset has additional files that were manually annotated, which were not manually verified in the original version (10.5281/zenodo.3991714). <strong>Files provided</strong> <strong>Audio_x.zip</strong> -- we provide x number of .zip files containing audio files, numbered 1 to 4. These were created in batches to simplify downloads. <strong>Annotations.zip -</strong>- .svl files which contain the manually verified labels. These files can be read in Sonic Visualiser, or as .XML files in a programming language. We took care to annotate the start and stop time of each gibbon call. The height of each bounding box is not important as the frequency range of Hainan gibbons is already known. <strong>model_weights_tensorflow.hdf5 </strong>-- the Tensorflow model. Load the model using: model = tf.keras.models.load_model(model_filepath) note that the model expects a three channel input as explained in the research article.
description: ED is supported by a research chairship from the African Institute for Mathematical Sciences South Africa. This work was carried out with the aid of a grant from the International Development Research Centre, Ottawa, Canada, www.idrc.ca, and with financial support from the Government of Canada, provided through Global Affairs Canada (GAC), www.international.gc.ca.
DOI: 10.5519/qd.86mvahyn
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1970 records)
DOI: 10.25451/flinders.23299691
title: Water table fluctuation method

description: Data set - 1000 hypothetical hydrographs Notebooks to estimate recharge estimate error using the LRC and MRC approaches
DOI: 10.25451/flinders.23299691.v1
title: Water table fluctuation method

description: Data set - 1000 hypothetical hydrographs Notebooks to estimate recharge estimate error using the LRC and MRC approaches
DOI: 10.5281/zenodo.8005785
title: Raw data in SPSS Software

description: Raw data used for analysis in SPSS Software
DOI: 10.5281/zenodo.8005784
title: Raw data in SPSS Software

description: Raw data used for analysis in SPSS Software
DOI: 10.57906/yszs-qr22
title: Business Structure Database Longitudinal - UK
DOI: 10.6084/m9.figshare.23300417
title: Matilda Moiwo HH data capture 6-6-2023.xlsx

description: Hand hygiene compliance data collected in two tertiary hospitals ( 34<sup>th </sup><sub>Military Hospital and Connaught Hospital), Freetown, Sierra Leone.</sub> The first data set does not include informatiion on gloves whilst the second data set is comprehensive, including gloves.
DOI: 10.6084/m9.figshare.23300417.v1
title: Matilda Moiwo HH data capture 6-6-2023.xlsx

description: Hand hygiene compliance data collected in two tertiary hospitals ( 34<sup>th </sup><sub>Military Hospital and Connaught Hospital), Freetown, Sierra Leone.</sub> The first data set does not include informatiion on gloves whilst the second data set is comprehensive, including gloves.
DOI: 10.25549/pcra-c14-55585
title: Redemption tidings, vol. 36, nos. 1-52, 1 Jan. - 23 Dec. 1960

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.genwo9
title: Occurrence Download

description: A dataset containing 384325 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The Taiwan Breeding Bird Survey Data"
 ]
}

 The dataset includes 384325 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002380-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yx5sze
title: Occurrence Download

description: A dataset containing 284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is JPN.23_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Asteraceae",
 "Year 2000-2022"
 ]
}

 The dataset includes 284 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0384101-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fjbn6
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Polybia quadricincta de Saussure, 1854"
 ]
}

 The dataset includes 33 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092615-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fyur6e
title: Occurrence Download

description: A dataset containing 9415 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astrocaryum urostachys Burret"
 ]
}

 The dataset includes 9415 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001771-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-52824
title: Redemption tidings, vol. 34, nos. 1-52, 3 Jan. - 25 Dec. 1958

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.ju5pnx
title: Occurrence Download

description: A dataset containing 342 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Registros de mamíferos de las Reservas Distritales de Humedal de Bogotá, D.C."
 ]
}

 The dataset includes 342 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081056-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pxg4wz
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parodon caliensis Boulenger, 1895"
 ]
}

 The dataset includes 49 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0322628-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbzg7j
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sagittaria sagittifolia Don"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006495-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-53010
title: Redemption tidings, vol. 34, nos. 1-52, 3 Jan. - 25 Dec. 1958

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.x5u5k8
title: Occurrence Download

description: A dataset containing 929 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Coccyzus euleri Cabanis, 1873"
 ]
}

 The dataset includes 929 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0205057-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nw8xww
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kobresia cercostachys (Franch.) C.B.Clarke",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 44 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0322630-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ju3wvz
title: Occurrence Download

description: A dataset containing 2303 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mimosa foliolosa Benth."
 ]
}

 The dataset includes 2303 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041472-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.thc5sf
title: Occurrence Download

description: A dataset containing 39345 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tetraonid line transect surveys from Norway: Data from Fjellstyrene"
 ]
}

 The dataset includes 39345 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017202-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cth93s
title: Occurrence Download

description: A dataset containing 799 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aetomylaeus bovinus (Geoffroy Saint-Hilaire, 1817)"
 ]
}

 The dataset includes 799 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003111-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-52776
title: Redemption tidings, vol. 34, nos. 1-52, 3 Jan. - 25 Dec. 1958

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.3zeafh
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Panama",
 "Country is Costa Rica",
 "Country is Mexico",
 "Country is Nicaragua",
 "Country is United States of America",
 "Country is Colombia",
 "Country is Guatemala",
 "Country is El Salvador"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Lobotes pacificus Gilbert, 1898",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 2 records were derived from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027520-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8rkqq
title: Occurrence Download

description: A dataset containing 3800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Polybia occidentalis (Olivier, 1791)"
 ]
}

 The dataset includes 3800 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092614-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7n5bqy
title: Occurrence Download

description: A dataset containing 683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is JPN.39_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Asteraceae",
 "Year 2000-2022"
 ]
}

 The dataset includes 683 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0384115-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-52758
title: Redemption tidings, vol. 34, nos. 1-52, 3 Jan. - 25 Dec. 1958

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.ws462e
title: Occurrence Download

description: A dataset containing 468 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1950-2020",
 "HasCoordinate is true",
 "TaxonKey is Rhagoletis cerasi (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 468 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042529-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhk79g
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Piptochaetium burkartianum Parodi"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081064-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-52744
title: Redemption tidings, vol. 34, nos. 1-52, 3 Jan. - 25 Dec. 1958

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.2as363
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kobresia macrantha Boeckeler",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 159 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0322645-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtyspq
title: Occurrence Download

description: A dataset containing 105004 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is PlutoF platform reference-based occurrences"
 ]
}

 The dataset includes 105004 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002386-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvaz6e
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polyotidium huebneri (Mansf.) Garay"
 ]
}

 The dataset includes 27 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092632-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vagkkw
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hippocampus tyro Randall & Lourie, 2009"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0322646-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86yqat
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pterostylis macrocalymma M.A.Clem. & D.L.Jones"
 ]
}

 The dataset includes 31 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097862-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dknqhr
title: Occurrence Download

description: A dataset containing 1319 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chionochloa rigida (Raoul) Zotov"
 ]
}

 The dataset includes 1319 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010985-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-54961
title: Redemption tidings, vol. 36, nos. 1-52, 1 Jan. - 23 Dec. 1960

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.8uw33w
title: Occurrence Download

description: A dataset containing 62360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Prunus domestica L., Prunus domestica L., Prunus dulcis (Mill.) D.A.Webb)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 62360 records from 373 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250438-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9vizv
title: Occurrence Download

description: A dataset containing 7695 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxygastra curtisii Dale, 1834"
 ]
}

 The dataset includes 7695 records from 151 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002398-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t5awe8
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mimosa orbignyana Barneby"
 ]
}

 The dataset includes 19 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041494-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x9987z
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Galphimia glauca Cav."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250530-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lbrpwb
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Drepanoides anomalus (Jan, 1863)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 39 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001771-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r96qn5
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Koenigia zaravschanica (Zakirov)"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092620-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.