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

description: A dataset containing 1371 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "TaxonKey is Cymbidium canaliculatum R.Br."
 ]
}

 The dataset includes 1371 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077688-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.34f68p
title: Occurrence Download

description: A dataset containing 435 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trochalopteron henrici Oustalet, 1892"
 ]
}

 The dataset includes 435 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0373644-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2cs5yf
title: Occurrence Download

description: A dataset containing 531 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bolitoglossa lincolni (Stuart, 1943)"
 ]
}

 The dataset includes 531 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0131621-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2ghe8
title: Occurrence Download

description: A dataset containing 5849 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trochalopteron affine (Blyth, 1843)"
 ]
}

 The dataset includes 5849 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0373637-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zw4p2f
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Satyrium monophyllum Kraenzl."
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114630-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2u27c
title: Occurrence Download

description: A dataset containing 2152 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psephotus dissimilis Collett, 1898"
 ]
}

 The dataset includes 2152 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0373641-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6z2qgn
title: Occurrence Download

description: A dataset containing 1455 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cyperus sphacelatus Rottb."
 ]
}

 The dataset includes 1455 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000007-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3puks
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.24_1, USA.50_1, USA.16_1, USA.15_1, USA.14_1, USA.23_1)",
 "TaxonKey is Carex livida (Wahlenb.) Willd."
 ]
}

 The dataset includes 128 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024534-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p54xw6
title: Occurrence Download

description: A dataset containing 12320 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Eurypanopeus depressus (SI Smith, 1869))"
 ]
}

 The dataset includes 12320 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024535-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aumdqh
title: Occurrence Download

description: A dataset containing 52025 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bombus pensylvanicus (De Geer, 1773)"
 ]
}

 The dataset includes 52025 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024520-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v2szcv
title: Occurrence Download

description: A dataset containing 6463 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Urophora cardui (Linnaeus, 1758))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6463 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024537-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nset76
title: Occurrence Download

description: A dataset containing 298 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Donax Linnaeus, 1758"
 ]
}

 The dataset includes 298 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024538-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uk24mf
title: Occurrence Download

description: A dataset containing 4242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Living Specimen)",
 "Geometry POLYGON((-120 -60,-25 -60,-25 30,-120 30,-120 -60))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Posoqueria latifolia (Rudge) Schult."
 ]
}

 The dataset includes 4242 records from 232 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024539-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3cy7z
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Urophora sirunaseva (Hering, 1938))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 73 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024540-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11222189
title: Database of homogenized behavior of octet truss structure

description: The following database is a set of training and test data of macroscopic behavior of octet truss structure used to train an LSTM neural network
DOI: 10.5281/zenodo.11222190
title: Database of homogenized behavior of octet truss structure

description: The following database is a set of training and test data of macroscopic behavior of octet truss structure used to train an LSTM neural network
DOI: 10.15468/dl.fcuq78
title: Occurrence Download

description: A dataset containing 540 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Countryside Council for Wales (CCW) Freshwater Fish Ad-hoc Records for Habitats Directive (Council Directive 92/43/EEC) Reporting under Article 17"
 ]
}

 The dataset includes 540 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024541-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7zgwg
title: Occurrence Download

description: A dataset containing 1692 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Urophora quadrifasciata (Meigen, 1826))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1692 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024543-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11219089
title: Data and codes sharing for GRIST forecasts during Meiyu period in 2021

description: This file provide data & scripts for the research "Assessment of rainfall forecasts over eastern China with the Global-to-Regional Integrated forecast SysTem during the Meiyu period". 

Please check ‘README.TXT’ for the information and usage of the dataset.

You can run 'decompression_tar_file.sh' to get *tar.gz into data.
DOI: 10.5281/zenodo.11219090
title: Data and codes sharing for GRIST forecasts during Meiyu period in 2021

description: This file provide data & scripts for the research "Assessment of rainfall forecasts over eastern China with the Global-to-Regional Integrated forecast SysTem during the Meiyu period". 

Please check ‘README.TXT’ for the information and usage of the dataset.

You can run 'decompression_tar_file.sh' to get *tar.gz into data.
DOI: 10.15468/dl.9pvn8h
title: Occurrence Download

description: A dataset containing 1120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Living Specimen)",
 "Geometry POLYGON((-120 -60,-25 -60,-25 30,-120 30,-120 -60))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Poulsenia armata (Miq.) Standl."
 ]
}

 The dataset includes 1120 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024544-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jrprw5
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cassipourea subcordata Britton"
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024545-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.39fe3v
title: Occurrence Download

description: A dataset containing 346144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "IucnRedListCategory is one of (EN, CR, VU)",
 "OccurrenceStatus is Present",
 "Year 2015-2024"
 ]
}

 The dataset includes 346144 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024488-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtg2yd
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Urophora affinis (Frauenfeld, 1857))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 144 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024546-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jg5nrf
title: Occurrence Download

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Living Specimen)",
 "Geometry POLYGON((-120 -60,-25 -60,-25 30,-120 30,-120 -60))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Psychotria racemosa Willd., 1798"
 ]
}

 The dataset includes 239 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024547-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cv8gqj
title: Occurrence Download

description: A dataset containing 3949 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lutzomyia longipalpis (Lutz & Neiva, 1912))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3949 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024548-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2f3zpn
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cassipourea subsessilis Britton"
 ]
}

 The dataset includes 19 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024549-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bx2gue
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Anfibios de la Ecoreserva ASA (Meta, Acacías) - Proyecto FIBRAS"
 ]
}

 The dataset includes 40 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024550-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4b65uy
title: Occurrence Download

description: A dataset containing 290 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.24_1, USA.50_1, USA.15_1, USA.16_1, USA.14_1, USA.23_1)",
 "TaxonKey is Rhynchospora fusca (L.) W.T.Aiton"
 ]
}

 The dataset includes 290 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024552-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwa6xe
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fannia pusio (Wiedemann, 1830))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 200 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024551-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3yzjfg
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Ensis macha (Molina, 1782)"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024553-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fzj2sw
title: Occurrence Download

description: A dataset containing 1411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Living Specimen)",
 "Geometry POLYGON((-120 -60,-25 -60,-25 30,-120 30,-120 -60))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sabicea villosa Willd. ex Schult."
 ]
}

 The dataset includes 1411 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024554-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27seay
title: Occurrence Download

description: A dataset containing 52025 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bombus pensylvanicus (De Geer, 1773)"
 ]
}

 The dataset includes 52025 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024526-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/8469150
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.57967/hf/2267
title: various_topics_articles_azerbaijan
DOI: 10.15468/dl.rxn9ec
title: Occurrence Download

description: A dataset containing 2740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fannia canicularis (Linnaeus, 1761))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2740 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024555-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/8469153
title: Data Analyst Job Postings
DOI: 10.34740/kaggle/dsv/8469154
title: Data Scientist - Linkedin Job Postings
DOI: 10.6084/m9.figshare.25860475
title: 2017 Ghana Maternal Health Survey Dataset (STATA format)

description: This is the dataset for the 2017 Ghana Maternal Health Survey in STATA format (.dta)
DOI: 10.6084/m9.figshare.24511969.v2
title: 1984-2018 Dock Meteorological and Water Level Data, Smithsonian Environmental Research Center

description: 1984-2018 meteorological and water level data collected on various instrumentation at the Smithsonian Environmental Research Center dock (SERC; Edgewater, MD, USA). Meteorological and water level instruments were located at the SERC dock alongside water quality instrumentation.Review the "README_MET.txt" file for more information on instrumentation and quality control.Location: 38.886928, -76.540172
DOI: 10.15468/dl.6c8tgx
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Anfibios y reptiles en el municipio de San Juanito, Meta - Proyecto Colombia BIO"
 ]
}

 The dataset includes 26 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024556-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npkahu
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fannia albitarsis Stein, 1911)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 187 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024557-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10340517
title: Supporting data for "Forest carbon uptake as influenced by snowpack and length of photosynthesis season in seasonally snow-covered forests of North America"

description: This is a supporting dataset for the paper :



Yang, J. C., Bowling, D. R., Smith, K. R., Kunik, L., Raczka, B., Anderegg, W. R. L., Bahn, M., Blanken, P. D., Richardson, A. D., Burns, S. P., Bohrer, G., Desai, A. R., Arain, M. A., Staebler, R. M., Ouimette, A. P., Munger, J. W., and Litvak, M. E.: Forest carbon uptake as influenced by snowpack and length of photosynthesis season in seasonally snow-covered forests of North America, Agricultural and Forest Meteorology, 353, 110054, https://doi.org/10.1016/j.agrformet.2024.110054, 2024.


Descriptions and units for each column can be found in a dedicated page within the data file.  Methods are decribed in the paper.
DOI: 10.5281/zenodo.10340518
title: Supporting data for "Forest carbon uptake as influenced by snowpack and length of photosynthesis season in seasonally snow-covered forests of North America"

description: This is a supporting dataset for the paper :



Yang, J. C., Bowling, D. R., Smith, K. R., Kunik, L., Raczka, B., Anderegg, W. R. L., Bahn, M., Blanken, P. D., Richardson, A. D., Burns, S. P., Bohrer, G., Desai, A. R., Arain, M. A., Staebler, R. M., Ouimette, A. P., Munger, J. W., and Litvak, M. E.: Forest carbon uptake as influenced by snowpack and length of photosynthesis season in seasonally snow-covered forests of North America, Agricultural and Forest Meteorology, 353, 110054, https://doi.org/10.1016/j.agrformet.2024.110054, 2024.


Descriptions and units for each column can be found in a dedicated page within the data file.  Methods are decribed in the paper.
DOI: 10.5281/zenodo.11222157
title: TAM Atlas (Using a pan-cancer atlas to investigate tumour associated macrophages as regulators of immunotherapy response)

description: Included is the TAM atlas associated with the publication "Using a pan-cancer atlas to investigate tumour associated macrophages as regulators of immunotherapy response".

The atlas is a Seurat (v 4.2.0) object stored as a .rds file, which can be loaded in R (v 4.2.2).

Note this atlas does not include raw count data as these can be download from the original sources, but does include log-normalized count data, SCTransformed data and integrated data via RPCA.

The data can be loaded into R as follows:

mac.atlas <- readRDS('mac.atlas.zenodo.200524.rds')
DOI: 10.5281/zenodo.11222158
title: TAM Atlas (Using a pan-cancer atlas to investigate tumour associated macrophages as regulators of immunotherapy response)

description: Included is the TAM atlas associated with the publication "Using a pan-cancer atlas to investigate tumour associated macrophages as regulators of immunotherapy response".

The atlas is a Seurat (v 4.2.0) object stored as a .rds file, which can be loaded in R (v 4.2.2).

Note this atlas does not include raw count data as these can be download from the original sources, but does include log-normalized count data, SCTransformed data and integrated data via RPCA.

The data can be loaded into R as follows:

mac.atlas <- readRDS('mac.atlas.zenodo.200524.rds')
DOI: 10.15468/dl.ddss5s
title: Occurrence Download

description: A dataset containing 756 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Conocephalus albescens (Walker, 1869))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 756 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024558-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxm639
title: Occurrence Download

description: A dataset containing 1587 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Living Specimen)",
 "Geometry POLYGON((-120 -60,-25 -60,-25 30,-120 30,-120 -60))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Schnella guianensis (Aubl.) Wunderlin"
 ]
}

 The dataset includes 1587 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024559-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.