cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jm4z4g
title: Occurrence Download

description: A dataset containing 682130 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Local floras of Russia: records from literature"
 ]
}

 The dataset includes 682130 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064826-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qr7t7d
title: Occurrence Download

description: A dataset containing 3553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-84.74178 38.13547,-67.86598 38.13547,-67.86598 45.16004,-84.74178 45.16004,-84.74178 38.13547))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Litylenchus crenatae Kanzaki, 2019"
 ]
}

 The dataset includes 3553 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064828-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2dyu33
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crepidula porcellana Lamarck, 1801",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064830-241126133413365/datasets/export for details.
DOI: 10.34740/kaggle/dsv/10445933
title: Conflict_Watchlist
DOI: 10.15468/dl.ukxtww
title: Occurrence Download

description: A dataset containing 45540 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ursus americanus Pallas, 1780"
 ]
}

 The dataset includes 45540 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064829-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zez7e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crepidula porcellana Lamarck, 1801",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064832-241126133413365/datasets/export for details.
DOI: 10.15468/dl.fa5xhg
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cryptotermes brevis (Walker, 1853)",
 "Country is Portugal",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 172 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064833-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9veh22
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Melipona fasciculata Smith, 1854",
 "Year 2015-2025"
 ]
}

 The dataset includes 144 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064835-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5f8vbg
title: Occurrence Download

description: A dataset containing 634258 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Hawk Migration Association of North America - HawkCount"
 ]
}

 The dataset includes 634258 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064827-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c335uy
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cryptotermes brevis (Walker, 1853)",
 "Country is United States of America",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 22 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064836-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14633104
title: Orthoimages of the Gorner Glacier, Switzerland, from UAV photogrametry (July 2021)

description: These data contain photogrammetrical data collected by unmanned aerial vehicle (UAV) in July 2021 on the Gorner Glacier. The data include processed data (orthoimage) with the Structure-fom-Motion photogrammetrical software Agisoft Photoscan. The data were georeferenced with a D GPS (Emild Reach) that equipped the UAV (DJI Phantom 4 -- Topodrone). The resulting orthoimages are therefore georeferenced. Data are organized with the following convention YYYYMMDD. In lat/lon coordinate.
DOI: 10.5281/zenodo.14633105
title: Orthoimages of the Gorner Glacier, Switzerland, from UAV photogrametry (July 2021)

description: These data contain photogrammetrical data collected by unmanned aerial vehicle (UAV) in July 2021 on the Gorner Glacier. The data include processed data (orthoimage) with the Structure-fom-Motion photogrammetrical software Agisoft Photoscan. The data were georeferenced with a D GPS (Emild Reach) that equipped the UAV (DJI Phantom 4 -- Topodrone). The resulting orthoimages are therefore georeferenced. Data are organized with the following convention YYYYMMDD. In lat/lon coordinate.
DOI: 10.15468/dl.kcjgjk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Culicoides imicola Kieffer, 1913",
 "Country is Netherlands",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064837-241126133413365/datasets/export for details.
DOI: 10.5281/zenodo.10443312
title: Data supporting GRL submission

description: This record supports manuscript submission, "Deciphering the role of total water storage anomalies in mediating regional flooding".

This dataset includes

 

YangtzeQ.pkl, streamflow records from 2000 to 2023. We extracted Yangtze River Stations at Hankou and Yichang (format Python pickle)

scatterplot_eps.zip, Basin averaged annual maximum events (including annual maxima of precipitation, CSR5d, and streamflow) for all 92 gages analyzed

timeseriesplot.zip, Time series plots of precipitation, CSR5d and streamflow for all 92 gages analyzed

csr5d_basin.zip, raw data of CSR5d, precipitation, and streamflow time series at all 92 gages (formation Python pikcle)

 

[Update 1/11/2025]: Added basinaverage_timeseries.zip, which contains raw basin average time series for each GRDC station. 



File format, dataxxx.pkl, where xxx is GRDC gage id.

To open each pkl file, do



import pandas as pd

res = pd.read_pickle('dataxxx.pkl')



res is a dictionary containing three dataframes, TWS, tp, and Q. For example, res['TWS'] retrieves the dataframe containing TWS data
DOI: 10.5281/zenodo.10443313
title: Yangtze River gage data

description: This record is used to support manuscript "Deciphering the role of total water storage anomalies in mediating regional flooding".

This dataset includes streamflow records from 2000 to 2023. We extracted Yangtze River Stations at Hankou and Yichang.
DOI: 10.5281/zenodo.10463096
title: Data supporting GRL submission

description: This record supports manuscript submission, "Deciphering the role of total water storage anomalies in mediating regional flooding".

This dataset includes

 

YangtzeQ.pkl, streamflow records from 2000 to 2023. We extracted Yangtze River Stations at Hankou and Yichang (format Python pickle)

scatterplot_eps.zip, Basin averaged annual maximum events (including annual maxima of precipitation, CSR5d, and streamflow) for all 92 gages analyzed

timeseriesplot.zip, Time series plots of precipitation, CSR5d and streamflow for all 92 gages analyzed

csr5d_basin.zip, raw data of CSR5d, precipitation, and streamflow time series at all 92 gages (formation Python pikcle)
DOI: 10.5281/zenodo.14633154
title: Data supporting GRL submission

description: This record supports manuscript submission, "Deciphering the role of total water storage anomalies in mediating regional flooding".

This dataset includes

 

YangtzeQ.pkl, streamflow records from 2000 to 2023. We extracted Yangtze River Stations at Hankou and Yichang (format Python pickle)

scatterplot_eps.zip, Basin averaged annual maximum events (including annual maxima of precipitation, CSR5d, and streamflow) for all 92 gages analyzed

timeseriesplot.zip, Time series plots of precipitation, CSR5d and streamflow for all 92 gages analyzed

csr5d_basin.zip, raw data of CSR5d, precipitation, and streamflow time series at all 92 gages (formation Python pikcle)

 

[Update 1/11/2025]: Added basinaverage_timeseries.zip, which contains raw basin average time series for each GRDC station. 



File format, dataxxx.pkl, where xxx is GRDC gage id.

To open each pkl file, do



import pandas as pd

res = pd.read_pickle('dataxxx.pkl')



res is a dictionary containing three dataframes, TWS, tp, and Q. For example, res['TWS'] retrieves the dataframe containing TWS data
DOI: 10.15468/dl.vgbkgk
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cydia pomonella (Linnaeus, 1758)",
 "Country is China",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 48 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064838-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5p3mk
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cydia pomonella (Linnaeus, 1758)",
 "Country is China",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 48 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064839-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a3n433
title: Occurrence Download

description: A dataset containing 659 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "TaxonKey is Quercus canariensis Willd."
 ]
}

 The dataset includes 659 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064840-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uryrz5
title: Occurrence Download

description: A dataset containing 659 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "TaxonKey is Quercus canariensis Willd."
 ]
}

 The dataset includes 659 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064842-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28189925
title: Data_ERL.xlsx

description: Data
DOI: 10.6084/m9.figshare.28189925.v1
title: Data_ERL.xlsx

description: Data
DOI: 10.15468/dl.qj7aua
title: Occurrence Download

description: A dataset containing 286474 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Material citation",
 "Country is Ukraine",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 286474 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064843-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14579521
title: SpatData_Nbg - Datasets

description: This project provides spatial and socioeconomic data for Nuremberg, Germany.
DOI: 10.5281/zenodo.14579522
title: SpatData_Nbg - Datasets

description: This project provides spatial and socioeconomic data for Nuremberg, Germany.
DOI: 10.5281/zenodo.14633167
title: SpatData_Nbg - Datasets

description: This project provides spatial and socioeconomic data for Nuremberg, Germany.
DOI: 10.15468/dl.frf3xk
title: Occurrence Download

description: A dataset containing 659 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "TaxonKey is Quercus canariensis Willd."
 ]
}

 The dataset includes 659 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064845-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xf27h2
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON Z((-74.27337 4.52915 0,-74.24298 4.53182 0,-74.246 4.60641 0,-74.20145 4.6264 0,-74.12605 4.64407 0,-74.13297 4.67886 0,-74.2009 4.67093 0,-74.28007 4.63598 0,-74.28393 4.61604 0,-74.27337 4.52915 0))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 224 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064846-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n75qj7
title: Occurrence Download

description: A dataset containing 56099 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Ictiologia Collection - Instituto Nacional de Pesquisas da Amazônia (INPA)"
 ]
}

 The dataset includes 56099 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064847-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/29758
title: Chandra X-ray Observatory ObsId 29758

description: eROSITA treasure hunt: Accurate localization of high-velocity X-ray sources
DOI: 10.5281/zenodo.14170612
title: Almoril-Porras et al. 2025 Dataset and Analysis Code

description: Datasets and analysis code associated with Almoril-Porras et al.
DOI: 10.5281/zenodo.14170611
title: Almoril-Porras et al. 2025 Dataset and Analysis Code

description: Datasets and analysis code associated with Almoril-Porras et al.
DOI: 10.15468/dl.hzwbey
title: Occurrence Download

description: A dataset containing 593559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is one of (Acer platanoides L., Adelges tsugae Annand, 1924, Agrilus planipennis Fairmaire, 1888, Alliaria petiolata (M.Bieb.) Cavara & Grande, Channa argus (Cantor, 1842), Crocodylus niloticus Laurenti, 1768, Dreissena polymorpha (Pallas, 1771), Faxonius rusticus (Girard, 1852), Frangula alnus Mill., Heracleum mantegazzianum Sommier & Levier, Heracleum sphondylium L., Hydrocharis morsus-ranae L., Impatiens glandulifera Royle, Kali tragus (L.) Scop., Lissachatina fulica (Bowdich, 1822), Lycorma delicatula (White, 1845), Myriophyllum spicatum L., Phragmites australis subsp. australis, Potamogeton crispus L., Pterois volitans (Linnaeus, 1758), Pueraria lobata (Willd.) Ohwi, Python bivittatus Kuhl, 1820, Reynoutria japonica Houtt., Reynoutria sachalinensis (F.Schmidt) Nakai, Reynoutria ×bohemica Chrtek & Chrtková, Rhamnus cathartica L., Rhinella marina (Linnaeus, 1758), Stratiotes aloides L., Trapa natans L., Vincetoxicum nigrum (L.) Moench, Vincetoxicum rossicum (Kleopow) Barbar.)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 593559 records from 590 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064848-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnkjbq
title: Occurrence Download

description: A dataset containing 1575 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Iberodes linifolia (L.) Serrano, R.Carbajal & S.Ortiz",
 "Year 2000-2025"
 ]
}

 The dataset includes 1575 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064849-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14633174
title: Dataset for Review Article

description: This is a dataset of a submited review paper Towards Sustainable Development of Intangible Cultural Heritage: A Review of Influencing Factors, Representations, and Mechanism.

The file Appendix includes all journal publications reviewed in this paper.

The files Scopus 1-6 are the raw, unfiltered search results.

The files R code for Figure 2 and Original data for Figure 3 Wordstream are the data that applied for visualisation.
DOI: 10.5281/zenodo.14633175
title: Dataset for Review Article

description: This is a dataset of a submited review paper Towards Sustainable Development of Intangible Cultural Heritage: A Review of Influencing Factors, Representations, and Mechanism.

The file Appendix includes all journal publications reviewed in this paper.

The files Scopus 1-6 are the raw, unfiltered search results.

The files R code for Figure 2 and Original data for Figure 3 Wordstream are the data that applied for visualisation.
DOI: 10.15468/dl.j4bwzn
title: Occurrence Download

description: A dataset containing 437 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gnathostomulida"
 ]
}

 The dataset includes 437 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064851-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ec2jh6
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dendroctonus micans (J.G.Kugelann, 1794)",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 30 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064852-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2rgs3d
title: Occurrence Download

description: A dataset containing 3572 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Omphalodes linifolia (L.) Moench"
 ]
}

 The dataset includes 3572 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064854-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fqwyf
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Pseudorabdion taylori Leviton & Brown, 1959"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076495-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ilqbir
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ateles chamek (Humboldt, 1812)"
 ]
}

 The dataset includes 64 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021719-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.meuba3
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tillandsia maritima Matuda"
 ]
}

 The dataset includes 38 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021720-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jsk43t
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Habenaria lewallei Geerinck"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015912-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ess5tt
title: Occurrence Download

description: A dataset containing 12049 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ceriops tagal (Perr.) C.B.Rob.",
 "Year 2000-2023"
 ]
}

 The dataset includes 12049 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015966-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qduuym
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Habenaria lisowskiana Geerinck"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015979-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zj4yg4
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tillandsia milagrensis Leme"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021723-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.