cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.497d5z
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.18.13.8_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "Year 2017-2020"
 ]
}

 The dataset includes 182 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126523-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syrkja
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Themeda idjenensis Jansen"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126526-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wdw4sq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fulgensia bracteata (Hoffm.) Räsänen",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126527-240321170329656/datasets/export for details.
DOI: 10.15468/dl.qnqnam
title: Occurrence Download

description: A dataset containing 449 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sorghum ×almum Parodi"
 ]
}

 The dataset includes 449 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126528-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9hqnz
title: Occurrence Download

description: A dataset containing 213 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Themeda intermedia (Hack.) Bor"
 ]
}

 The dataset includes 213 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126529-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.62wgyd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fumana arabica (L.) Spach",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126531-240321170329656/datasets/export for details.
DOI: 10.18167/dvn1/y5hado
title: Agronomic management of rice blast datasets (®GARP database)

description: Data from GARP project in Madagascar highlands. 2 trials at different altitudes (middle and high). Impact of conservation agriculture cropping systems on plant growth, nitrogen uptake, blast epidemic and yield
DOI: 10.15468/dl.y4xpav
title: Occurrence Download

description: A dataset containing 16040 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Occurrence evidence, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Larix Mill."
 ]
}

 The dataset includes 16040 records from 330 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126530-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kafx29
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fumana bonapartei Maire & Petitm.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126532-240321170329656/datasets/export for details.
DOI: 10.15468/dl.4ke7by
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Themeda laxa (Andersson) A.Camus"
 ]
}

 The dataset includes 30 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126533-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nww7jk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fumana ericifolia Wallr.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126535-240321170329656/datasets/export for details.
DOI: 10.15468/dl.vm6g9j
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Themeda minor L.Liu"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126536-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48jxqr
title: Occurrence Download

description: A dataset containing 114224 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Triglochin palustris L."
 ]
}

 The dataset includes 114224 records from 683 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126525-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10463156
title: TemStaPro Datasets

description: This dataset contains protein sequences used to train, validate, and test binary classifiers that form TemStaPro program, which is applied for protein thermostability prediction with respect to nine temperature thresholds from 40 to 80 degrees Celsius using a step of five degrees.

The data is given in files of FASTA format. Each protein sequence has a header made of three values separated by vertical bar symbols: organism's, to which the protein belongs, UniParc taxonomy identifier; UniProtKB/TrEMBL identifier of the protein sequence; organism's growth temperature taken from the dataset of growth temperatures of over 21 thousand organisms (Engqvist, 2018).

TemStaPro-Major-30 set is composed of 12 files:



one training

one validation

one imbalanced testing

nine balanced samples of 2000 sequences from each of the balanced testing set


TemStaPro-Minor-30 set is composed of cross-validation and testing files all balanced for 65 degrees Celsius temperature threshold.

SupplementaryFileC2EPsPredictions.tsv file contains thermostability predictions using the default mode of TemStaPro program to check the thermostability of different C2EP groups.The detailed description is given in the revised version of the corresponding paper (https://doi.org/10.1093/bioinformatics/btae157).

If you use the data from this dataset, please cite both the paper and the DOI of the dataset.
description: This project has received funding from European Regional Development Fund (project No 13.1.1-LMT-K-718-05-0021) under grant agreement with the Research Council of Lithuania (LMTLT). Funded as European Union's measure in response to COVID-19 pandemic.
DOI: 10.5281/zenodo.7743637
title: TemStaPro Datasets

description: This dataset contains protein sequences used to train, validate, and test binary classifiers that form TemStaPro program, which is applied for protein thermostability prediction with respect to nine temperature thresholds from 40 to 80 degrees Celsius using a step of five degrees.

The data is given in files of FASTA format. Each protein sequence has a header made of three values separated by vertical bar symbols: organism's, to which the protein belongs, UniParc taxonomy identifier; UniProtKB/TrEMBL identifier of the protein sequence; organism's growth temperature taken from the dataset of growth temperatures of over 21 thousand organisms (Engqvist, 2018).

TemStaPro-Major-30 set is composed of 12 files:



one training

one validation

one imbalanced testing

nine balanced samples of 2000 sequences from each of the balanced testing set


TemStaPro-Minor-30 set is composed of cross-validation and testing files all balanced for 65 degrees Celsius temperature threshold.

SupplementaryFileC2EPsPredictions.tsv file contains thermostability predictions using the default mode of TemStaPro program to check the thermostability of different C2EP groups.The detailed description is given in the revised version of the corresponding paper (https://doi.org/10.1093/bioinformatics/btae157).

If you use the data from this dataset, please cite both the paper and the DOI of the dataset.
description: This project has received funding from European Regional Development Fund (project No 13.1.1-LMT-K-718-05-0021) under grant agreement with the Research Council of Lithuania (LMTLT). Funded as European Union's measure in response to COVID-19 pandemic.
DOI: 10.5281/zenodo.7743638
title: TemStaPro Datasets

description: This dataset contains protein sequences used to train, validate, and test binary classifiers that form TemStaPro program, which is applied for protein thermostability prediction with respect to 6 temperature thresholds from 40 to 65 degrees Celsius using a step of 5 degrees. The data is given in files of FASTA format. Each protein sequence has a header made of 3 values separated by vertical bar symbols: organism's, to which the protein belongs, UniParc taxonomy identifier; UniProtKB/TrEMBL identifier of the protein sequence; organism's growth temperature taken from the dataset of growth temperatures of over 21 thousand organisms (Engqvist, 2018). TemStaPro-Major set is composed of 9 files: training, validation, imbalanced and balanced for each of 6 binary classifiers' thresholds testing sets. TemStaPro-Minor set is composed of training, validation, and testing files all balanced for 65 degrees Celsius temperature threshold.<br> <br> The detailed description is given in the corresponding paper (https://doi.org/10.1101/2023.03.27.534365). If you use the data from this dataset, please cite both the paper and the DOI of the dataset.
description: This project has received funding from European Regional Development Fund (project No 13.1.1-LMT-K-718-05-0021) under grant agreement with the Research Council of Lithuania (LMTLT). Funded as European Union's measure in response to COVID-19 pandemic.
description: {"references": ["Engqvist, Martin Karl Magnus. (2018). Growth temperatures for 21,498 microorganisms (1.0.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.1175609", "Engqvist, Martin Karl Magnus. (2018). Correlating enzyme annotations with a large set of microbial growth temperatures reveals metabolic adaptations to growth at diverse temperatures. BMC microbiology, 18, 1-14. Engqvist, M. K. (2018). Correlating enzyme annotations with a large set of microbial growth temperatures reveals metabolic adaptations to growth at diverse temperatures. BMC microbiology, 18, 1-14. https://doi.org/10.1186/s12866-018-1320-7"]}
DOI: 10.5281/zenodo.8151807
title: TemStaPro Datasets

description: This dataset contains protein sequences used to train, validate, and test binary classifiers that form TemStaPro program, which is applied for protein thermostability prediction with respect to nine temperature thresholds from 40 to 80 degrees Celsius using a step of five degrees. The data is given in files of FASTA format. Each protein sequence has a header made of three values separated by vertical bar symbols: organism's, to which the protein belongs, UniParc taxonomy identifier; UniProtKB/TrEMBL identifier of the protein sequence; organism's growth temperature taken from the dataset of growth temperatures of over 21 thousand organisms (Engqvist, 2018). TemStaPro-Major set is composed of 21 files: one training one validation one imbalanced testing nine balanced for each of nine binary classifiers' thresholds testing sets nine balanced samples of 2000 sequences from each of the balanced testing set TemStaPro-Minor set is composed of training, validation, and testing files all balanced for 65 degrees Celsius temperature threshold. SupplementaryFileC2EPsPredictions.tsv file contains thermostability predictions using the default mode of TemStaPro program to check the thermostability of different C2EP groups.<br> <br> The detailed description is given in the corresponding paper (https://doi.org/10.1101/2023.03.27.534365). If you use the data from this dataset, please cite both the paper and the DOI of the dataset.
description: This project has received funding from European Regional Development Fund (project No 13.1.1-LMT-K-718-05-0021) under grant agreement with the Research Council of Lithuania (LMTLT). Funded as European Union's measure in response to COVID-19 pandemic.
description: {"references": ["Engqvist, Martin Karl Magnus. (2018). Growth temperatures for 21,498 microorganisms (1.0.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.1175609", "Engqvist, Martin Karl Magnus. (2018). Correlating enzyme annotations with a large set of microbial growth temperatures reveals metabolic adaptations to growth at diverse temperatures. BMC microbiology, 18, 1-14. Engqvist, M. K. (2018). Correlating enzyme annotations with a large set of microbial growth temperatures reveals metabolic adaptations to growth at diverse temperatures. BMC microbiology, 18, 1-14. https://doi.org/10.1186/s12866-018-1320-7"]}
DOI: 10.15468/dl.z7xvez
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fumana ericoides (Cav.) Gand.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126537-240321170329656/datasets/export for details.
DOI: 10.15468/dl.47qzcq
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phoebe megacalyx H.W.Li"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126538-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsg7by
title: Occurrence Download

description: A dataset listing the 10122 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is CSIC-Real Jardín Botánico-Colección de Hongos (MA-Fungi)"
 ]
}

 The dataset's 10122 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126524-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qeujzp
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tylecodon albiflorus Bruyns"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126539-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffc7ca
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Themeda mooneyi Bor"
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126540-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.drgqbb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fumana procumbens (Dunal) Gren. & Godr.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126541-240321170329656/datasets/export for details.
DOI: 10.15468/dl.wbxwhx
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tylecodon atropurpureus Bruyns"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126542-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ppaybq
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Themeda novoguineensis (Reeder) Jansen"
 ]
}

 The dataset includes 52 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126543-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.drvpbz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fumana thymifolia (L.) Spach ex Webb",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126544-240321170329656/datasets/export for details.
DOI: 10.15468/dl.wbq8kj
title: Occurrence Download

description: A dataset containing 70426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anthemis arvensis L."
 ]
}

 The dataset includes 70426 records from 878 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126534-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/ygp6-nuw9
title: Measurement of Sodium at Bredkälen

description: Measurement of Sodium at Bredkälen
DOI: 10.48597/yw8u-wbzw
title: Measurement of Precipitation_amount at Råö

description: Measurement of Precipitation_amount at Råö
DOI: 10.48597/ywt8-v8dq
title: Measurement of Precipitation_amount at Bredkälen

description: Measurement of Precipitation_amount at Bredkälen
DOI: 10.48597/zg55-38u6
title: Measurement of Nitrate at Råö

description: Measurement of Nitrate at Råö
DOI: 10.48597/ztrz-mcbs
title: Measurement of Calcium at Vavihill

description: Measurement of Calcium at Vavihill
DOI: 10.48597/25gd-9tes
title: Measurement of Temperature at Niembro

description: Measurement of Temperature at Niembro
DOI: 10.48597/zxgz-tks8
title: Measurement of Ammonium at Bredkälen

description: Measurement of Ammonium at Bredkälen
DOI: 10.48597/27jh-dwyd
title: Measurement of Ozone at Doñana

description: Measurement of Ozone at Doñana
DOI: 10.48597/2cpq-matt
title: Measurement of Nitrogen oxides at Niembro

description: Measurement of Nitrogen oxides at Niembro
DOI: 10.48597/2m28-ncpk
title: Measurement of Pressure at Barcarrota

description: Measurement of Pressure at Barcarrota
DOI: 10.48597/3nhz-hxr7
title: Measurement of Nitrogen_dioxide at Doñana

description: Measurement of Nitrogen_dioxide at Doñana
DOI: 10.48597/46gy-rcq4
title: Measurement of Temperature at Penausende

description: Measurement of Temperature at Penausende
DOI: 10.48597/5cnx-mf3a
title: Measurement of Nitrogen_dioxide at Cabo de Creus

description: Measurement of Nitrogen_dioxide at Cabo de Creus
DOI: 10.48597/62sv-8hbc
title: Measurement of Temperature at Els Torms

description: Measurement of Temperature at Els Torms
DOI: 10.48597/6am6-fnjp
title: Measurement of Ozone at Niembro

description: Measurement of Ozone at Niembro
DOI: 10.48597/6fze-nyjg
title: Measurement of Nitrogen oxides at O Saviñao

description: Measurement of Nitrogen oxides at O Saviñao
DOI: 10.48597/74sx-u97g
title: Measurement of Temperature at Noia

description: Measurement of Temperature at Noia
DOI: 10.48597/75bk-cc2q
title: Measurement of Nitrogen_monoxide at San Pablo de los Montes

description: Measurement of Nitrogen_monoxide at San Pablo de los Montes
DOI: 10.48597/7fgw-d23w
title: Measurement of Temperature at Cabo de Creus

description: Measurement of Temperature at Cabo de Creus
DOI: 10.48597/7rgs-yhdr
title: Measurement of Nitrogen_dioxide at Zarra

description: Measurement of Nitrogen_dioxide at Zarra
DOI: 10.48597/7yb2-s7p6
title: Measurement of Nitrogen_monoxide at Penausende

description: Measurement of Nitrogen_monoxide at Penausende
DOI: 10.48597/8vfp-xuyc
title: Measurement of Nitrogen oxides at San Pablo de los Montes

description: Measurement of Nitrogen oxides at San Pablo de los Montes
DOI: 10.48597/9x6u-knvr
title: Measurement of Nitrogen oxides at Noia

description: Measurement of Nitrogen oxides at Noia
DOI: 10.48597/afpb-db4c
title: Measurement of Nitrogen_monoxide at Cabo de Creus

description: Measurement of Nitrogen_monoxide at Cabo de Creus
DOI: 10.48597/bubj-mjpc
title: Measurement of Nitrogen_dioxide at San Pablo de los Montes

description: Measurement of Nitrogen_dioxide at San Pablo de los Montes
DOI: 10.48597/bzf7-7qza
title: Measurement of Temperature at Barcarrota

description: Measurement of Temperature at Barcarrota
DOI: 10.48597/cb4y-89zx
title: Measurement of Nitrogen oxides at Zarra

description: Measurement of Nitrogen oxides at Zarra
DOI: 10.48597/czvf-juqy
title: Measurement of Pressure at Noia

description: Measurement of Pressure at Noia
DOI: 10.48597/d46e-yfnp
title: Measurement of Ozone at San Pablo de los Montes

description: Measurement of Ozone at San Pablo de los Montes
DOI: 10.48597/d54v-8u2v
title: Measurement of Pressure at Campisabalos

description: Measurement of Pressure at Campisabalos
DOI: 10.48597/dgxw-4eev
title: Measurement of Nitrogen_dioxide at Noia

description: Measurement of Nitrogen_dioxide at Noia
DOI: 10.48597/dpcr-3kn3
title: Measurement of Nitrogen_monoxide at Els Torms

description: Measurement of Nitrogen_monoxide at Els Torms
DOI: 10.48597/dtpu-d3jr
title: Measurement of Nitrogen_dioxide at Niembro

description: Measurement of Nitrogen_dioxide at Niembro
DOI: 10.48597/e6ru-gttg
title: Measurement of Pressure at Cabo de Creus

description: Measurement of Pressure at Cabo de Creus
DOI: 10.48597/edmr-7h6x
title: Measurement of Nitrogen_monoxide at Barcarrota

description: Measurement of Nitrogen_monoxide at Barcarrota