cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28636565
title: <b>Monthly Temperature and Precipitation Records for Mexico by State (1985-2025)</b>

description: This dataset contains monthly climate records for all states in Mexico from January 1985 to January 2026. It includes both temperature and precipitation data, with values provided in metric and imperial units. The dataset was compiled to support climate analysis, trend studies, and data visualization projects related to environmental conditions across Mexico.Temperature Data:Provided in both Celsius and Fahrenheit, with three key metrics:<b>Minimum average temperature for the month</b><b>Maximum average temperature for the month</b><b>Overall mean temperature for the month</b>Precipitation Data:Available in both millimeters and inches:<b>Monthly total precipitation in millimeters</b><b>Monthly total precipitation in inches</b>Additional Components:A <b>visualization script</b> for generating temperature trend charts efficientlyA <b>sample chart</b> illustrating temperature evolution in Mexico CityA <code><strong>requirements.txt</strong></code> file listing dependencies for running the visualization scriptData Source:The temperature and precipitation data were sourced from the Mexican National Meteorological Service (SMN):<br>https://smn.conagua.gob.mx/es/climatologia/temperaturas-y-lluvias/resumenes-mensuales-de-temperaturas-y-lluvias<br>This dataset is valuable for:Long-term climate change analysisRegional environmental studiesData-driven policy planningEducational and research purposes in meteorology and climatology<br>
DOI: 10.6084/m9.figshare.28636565.v4
title: <b>Monthly Temperature and Precipitation Records for Mexico by State (1985-2025)</b>

description: This dataset contains monthly climate records for all states in Mexico from January 1985 to January 2026. It includes both temperature and precipitation data, with values provided in metric and imperial units. The dataset was compiled to support climate analysis, trend studies, and data visualization projects related to environmental conditions across Mexico.Temperature Data:Provided in both Celsius and Fahrenheit, with three key metrics:<b>Minimum average temperature for the month</b><b>Maximum average temperature for the month</b><b>Overall mean temperature for the month</b>Precipitation Data:Available in both millimeters and inches:<b>Monthly total precipitation in millimeters</b><b>Monthly total precipitation in inches</b>Additional Components:A <b>visualization script</b> for generating temperature trend charts efficientlyA <b>sample chart</b> illustrating temperature evolution in Mexico CityA <code><strong>requirements.txt</strong></code> file listing dependencies for running the visualization scriptData Source:The temperature and precipitation data were sourced from the Mexican National Meteorological Service (SMN):<br>https://smn.conagua.gob.mx/es/climatologia/temperaturas-y-lluvias/resumenes-mensuales-de-temperaturas-y-lluvias<br>This dataset is valuable for:Long-term climate change analysisRegional environmental studiesData-driven policy planningEducational and research purposes in meteorology and climatology<br>
DOI: 10.6084/m9.figshare.28636565.v3
title: <b>Monthly Temperature and Precipitation Records for Mexico by State (1985-2025)</b>

description: This dataset contains monthly climate records for all states in Mexico from January 1985 to September 2025. It includes both temperature and precipitation data, with values provided in metric and imperial units. The dataset was compiled to support climate analysis, trend studies, and data visualization projects related to environmental conditions across Mexico.Temperature Data:Provided in both Celsius and Fahrenheit, with three key metrics:<b>Minimum average temperature for the month</b><b>Maximum average temperature for the month</b><b>Overall mean temperature for the month</b>Precipitation Data:Available in both millimeters and inches:<b>Monthly total precipitation in millimeters</b><b>Monthly total precipitation in inches</b>Additional Components:A <b>visualization script</b> for generating temperature trend charts efficientlyA <b>sample chart</b> illustrating temperature evolution in Mexico CityA <code><strong>requirements.txt</strong></code> file listing dependencies for running the visualization scriptData Source:The temperature and precipitation data were sourced from the Mexican National Meteorological Service (SMN):<br>https://smn.conagua.gob.mx/es/climatologia/temperaturas-y-lluvias/resumenes-mensuales-de-temperaturas-y-lluvias<br>This dataset is valuable for:Long-term climate change analysisRegional environmental studiesData-driven policy planningEducational and research purposes in meteorology and climatology<br>
DOI: 10.7910/dvn/6tn4zm
title: EnokiQA

description: A large-scale dataset for hallucination detection in long-form question answering.
DOI: 10.5281/zenodo.18528820
title: micromeria_gomerensis_spades_02.fasta.gz
DOI: 10.5281/zenodo.18528821
title: micromeria_gomerensis_spades_02.fasta.gz
DOI: 10.15468/dl.5eb37r
title: Occurrence Download

description: A dataset containing 390604 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 33.06103686093294
 AND decimallatitude &lt;= 37.42857426825602
 AND decimallongitude &gt;= -109.37183140870387
 AND decimallongitude &lt;= -100.19009778061415
 AND GBIF_Within('POLYGON ((-100.190098 33.061037, -100.190098 37.428574, -109.371831 37.428574, -109.371831 33.061037, -100.190098 33.061037))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 390604 records were derived from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001690-260208012135463/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/14777234
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18506990
title: Chembl Training Data - Masterthesis - Mario Surlemont

description: This here is a dataset that I compiled to train and validate a machine learning model in the context of my Masterthesis. 

It contains a csv file that holds (lipophile) molecules from the chembl database as SMILES strings. 

Additionally it contains processed files that store a certain pharmacophoric representation of the molecules. The pharmacophores are either stored as pointclouds (in the 3D-space) or corresponding graphs. 

It also contains files that represent the same pharmacophoric representation for the interaction pharmacophore of a few lipophile targets of the DUD-E dataset and their acttives and decoys as well.
DOI: 10.5281/zenodo.18506989
title: Chembl Training Data - Masterthesis - Mario Surlemont

description: This here is a dataset that I compiled to train and validate a machine learning model in the context of my Masterthesis. 

It contains a csv file that holds (lipophile) molecules from the chembl database as SMILES strings. 

Additionally it contains processed files that store a certain pharmacophoric representation of the molecules. The pharmacophores are either stored as pointclouds (in the 3D-space) or corresponding graphs. 

It also contains files that represent the same pharmacophoric representation for the interaction pharmacophore of a few lipophile targets of the DUD-E dataset and their acttives and decoys as well.
DOI: 10.15468/dl.yjp9ze
title: Occurrence Download

description: A dataset containing 195417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trachurus trachurus",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 195417 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001684-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j94aks
title: Occurrence Download

description: A dataset containing 8634 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scomber colias",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 8634 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001695-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18528701
title: Microscopy Images and Metadata of 3D-Printed PLA-Copper/TPU Samples
DOI: 10.5281/zenodo.18528700
title: Microscopy Images and Metadata of 3D-Printed PLA-Copper/TPU Samples
DOI: 10.5281/zenodo.18528859
title: micromeria_herpyllomorpha_spades_02.fasta.gz
DOI: 10.5281/zenodo.18528858
title: micromeria_herpyllomorpha_spades_02.fasta.gz
DOI: 10.15468/dl.zvukcn
title: Occurrence Download

description: A dataset containing 737 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Mexico, Guatemala)",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus crispipilis"
 ]
}

 The dataset includes 737 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001699-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29k5k7
title: Occurrence Download

description: A dataset containing 58800055 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Month is one of (May, April, March, February, January)",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2021-2021"
 ]
}

 The dataset includes 58800055 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001688-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8usnbb
title: Occurrence Download

description: A dataset containing 759297 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 33.06103686093294
 AND decimallatitude &lt;= 37.42857426825602
 AND decimallongitude &gt;= -103.61541922929841
 AND decimallongitude &lt;= -94.62398123724668
 AND GBIF_Within('POLYGON ((-94.623981 33.061037, -94.623981 37.428574, -103.615419 37.428574, -103.615419 33.061037, -94.623981 33.061037))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 759297 records were derived from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001694-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5nu5cs
title: Occurrence Download

description: A dataset containing 51461724 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Month is one of (June, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2021-2021"
 ]
}

 The dataset includes 51461724 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001689-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4npns
title: Occurrence Download

description: A dataset containing 331 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Mexico, Guatemala)",
 "OccurrenceStatus is Present",
 "TaxonKey is Buddleja skutchii"
 ]
}

 The dataset includes 331 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001701-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18528941
title: micromeria_hierrensis_spades_02.fasta.gz
DOI: 10.5281/zenodo.18528940
title: micromeria_hierrensis_spades_02.fasta.gz
DOI: 10.15468/dl.dwcy28
title: Occurrence Download

description: A dataset listing the 473 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-5.38665 36.15515,-5.32103 36.15818,-5.27863 36.28639,-5.3745 36.29414,-5.39977 36.24601,-5.38665 36.15515))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2019-2026"
 ]
}

 The dataset's 473 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001698-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wj4q38
title: Occurrence Download

description: A dataset containing 1030272 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 33.06103686093294
 AND decimallatitude &lt;= 37.42857426825602
 AND decimallongitude &gt;= -97.85900704989292
 AND decimallongitude &lt;= -89.05786469387924
 AND GBIF_Within('POLYGON ((-89.057865 33.061037, -89.057865 37.428574, -97.859007 37.428574, -97.859007 33.061037, -89.057865 33.061037))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 1030272 records were derived from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001700-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fy9nve
title: Occurrence Download

description: A dataset containing 10609074 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Orchidaceae"
 ]
}

 The dataset includes 10609074 records from 6397 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001656-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3yc93
title: Occurrence Download

description: A dataset containing 14401 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Curculio C.Linnaeus, 1758"
 ]
}

 The dataset includes 14401 records from 346 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033098-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cypece
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Inga thibaudiana subsp. peltadenia (Harms) T.D.Penn."
 ]
}

 The dataset includes 69 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0315045-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3brqfh
title: Occurrence Download

description: A dataset containing 711 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A Specimen List of Hymenophyllaceae of Seram and Ambon collected on Indonesian-Japanese botanical expeditions 1983–1986"
 ]
}

 The dataset includes 711 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0304746-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2fpx7w
title: Occurrence Download

description: A dataset containing 2956 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "Geometry POLYGON((-84.35371 10.24544,-84.35921 9.95705,-84.11064 9.95567,-84.10927 10.24269,-84.35371 10.24544))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Semnornis frantzii (P.L.Sclater, 1864)"
 ]
}

 The dataset includes 2956 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014825-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ktnll
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Meizotropis buteiformis Voigt"
 ]
}

 The dataset includes 66 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010803-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.by3zep
title: Occurrence Download

description: A dataset containing 4848 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lemmus sibiricus (Kerr, 1792)"
 ]
}

 The dataset includes 4848 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005451-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ec5xar
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "Geometry POLYGON((107.41042 -3.29011,108.12028 -3.29011,108.12028 -3.00628,107.41042 -3.00628,107.41042 -3.29011))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 349 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051306-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sk5xaq
title: Occurrence Download

description: A dataset containing 5479 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Portulacaceae"
 ]
}

 The dataset includes 5479 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035723-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uft4rr
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Dillenia suffruticosa (Griff.) Martelli",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 134 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009581-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4fmnx
title: Occurrence Download

description: A dataset containing 18089 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Morpho Fabricius, 1807"
 ]
}

 The dataset includes 18089 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041136-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g85ghx
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudobryum cinclidioides (Huebener) T.J.Kop.",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001809-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yj7aqq
title: Occurrence Download

description: A dataset containing 231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carex camposii Boiss. & Reut."
 ]
}

 The dataset includes 231 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075131-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fnwt9t
title: Occurrence Download

description: A dataset containing 1384 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salix pedicellata Desf."
 ]
}

 The dataset includes 1384 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009581-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwcjzv
title: Occurrence Download

description: A dataset containing 9158 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuscuta campestris Yunck."
 ]
}

 The dataset includes 9158 records from 306 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0309185-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.