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

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eruca vesicaria",
 "Country is Kyrgyzstan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030197-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ekgg8
title: Occurrence Download

description: A dataset containing 1201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achyranthes japonica",
 "Country is Korea, Republic of",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1201 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030199-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/8qq1-x841
title: ICARUS Chamber Experiment: Ziemann_20071109_Tetradecane/Methyl nitrite/Nitric oxide_Hydroxyl radical_DOS

description: Goals: Determine SOA yield of OH radical oxidation of the VOCSummary: Alkanes were reacted with OH radicals in the presence of NOx in a 5900 L PTFE environmental chamber filled with clean, dry air (less than 5 ppbv hydrocarbons, less than 1% RH) at 25 C and atmospheric pressure. The reaction mixture contained 200 - 400 ug/m^3 of dioctyl sebacate (DOS) seed particles added from an evaporation condensation aerosol generator and 1 (0.5 heptadecane), 10, and 10 ppmv alkane, methyl nitrite, and NO. Reactions were initiated by turning on blacklights to form OH radicals by methyl nitrite photolysis. The average OH radical concentration for 60 minutes of reaction was 3 x 107 cm^-3 , and 50-85% of the alkane reacted.Organization: Ziemann Lab Affiliation: University of Colorado, Boulder, Boulder, CO, USA Chamber: UC Riverside (APRC)Experiment Category: Gas phase chemical reaction, Photolysis, any phase, Aerosol formation, Aerosol aging Oxidant: Hydroxyl radical Reactants: Tetradecane, Methyl nitrite, Nitric oxide Reaction Type: Photooxidation Relative Humidity: 1 Temperature: 25 Seed Name: DOS Pressure: 740 Torr
DOI: 10.6084/m9.figshare.29464787
title: Needs analysis responses, student artifacts (rap and poetry compositions),interview transcripts, and analytical matrices derived from a research on hip-hop literacies under publication process

description: This dataset is part of a larger research project currently under manuscript preparation. Although it is shared under a CC BY 4.0 license, I kindly ask that users refrain from publishing analyses based on these data without proper citation and prior communication with the author.Estos datos forman parte de un proyecto de investigación más amplio que se encuentra en proceso de redacción de artículo académico. Aunque se comparten bajo la licencia CC BY 4.0, solicito amablemente que no se publiquen análisis o interpretaciones basadas en estos datos sin la debida citación y comunicación previa.The findings have been presented at four academic conferences. Los hallazgos ya han sido presentados en cuatro eventos académicos, lo cual respalda su autoría.<b>Citation / Citación</b>:<br>Forero-Mondragón, A. J. (2025). <i>Needs analysis responses, student artifacts (rap and poetry compositions), interview transcripts, and analytical matrices</i>. Figshare. https://doi.org/10.6084/m9.figshare.29464787Contacto / Contact: [alber.forero@uniminuto.edu]
DOI: 10.6084/m9.figshare.29464787.v3
title: Needs analysis responses, student artifacts (rap and poetry compositions),interview transcripts, and analytical matrices derived from a research on hip-hop literacies under publication process

description: This dataset is part of a larger research project currently under manuscript preparation. Although it is shared under a CC BY 4.0 license, I kindly ask that users refrain from publishing analyses based on these data without proper citation and prior communication with the author.Estos datos forman parte de un proyecto de investigación más amplio que se encuentra en proceso de redacción de artículo académico. Aunque se comparten bajo la licencia CC BY 4.0, solicito amablemente que no se publiquen análisis o interpretaciones basadas en estos datos sin la debida citación y comunicación previa.The findings have been presented at four academic conferences. Los hallazgos ya han sido presentados en cuatro eventos académicos, lo cual respalda su autoría.<b>Citation / Citación</b>:<br>Forero-Mondragón, A. J. (2025). <i>Needs analysis responses, student artifacts (rap and poetry compositions), interview transcripts, and analytical matrices</i>. Figshare. https://doi.org/10.6084/m9.figshare.29464787Contacto / Contact: [alber.forero@uniminuto.edu]
DOI: 10.6084/m9.figshare.29464787.v2
title: Needs analysis responses, student artifacts (rap and poetry compositions),interview transcripts, and analytical matrices

description: In this folder, I have stored a dataset with needs analysis responses, interview transcripts, student artifacts (rap and poetry compositions), and analytical matrices of the study "Hip-Hop(ing) Literacies in a North American Literature Course: A Case Study".
DOI: 10.15468/dl.nmcaqa
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eruca vesicaria",
 "Country is Uzbekistan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030201-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8d6sq3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Myotis daubentonii)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030203-250717081556266/datasets/export for details.
DOI: 10.15468/dl.m9uyvk
title: Occurrence Download

description: A dataset containing 815 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achyranthes japonica",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 815 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030200-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a36zff
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Myotis daubentonii)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030204-250717081556266/datasets/export for details.
DOI: 10.15468/dl.46hydv
title: Occurrence Download

description: A dataset containing 99053 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eschscholzia californica"
 ]
}

 The dataset includes 99053 records from 768 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030127-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5r20s94h
title: MassIVE MSV000100782 - 20260209_Bigelow_Algae_Lib_Round_7_RAW_mzML
title: This dataset contains metabolomics samples (divided in supernatant and pellet) for an Algae Library from the Bigelow Laboratory, Maine.
DOI: 10.15468/dl.rp6mn7
title: Occurrence Download

description: A dataset containing 1220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Inga cylindrica",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1220 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003680-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18568108
title: CORGI Input Dataset

description: This is the input dataset for the planetary interior simulation code package CORGI [GitHub link]. After extracting, all files should be put under the Data/ directory.

 

For details about CORGI, refer to: 



Lin, Z., Seager, S., & Weiss, B. P. 2025, Planet Sci J, 6, 27 [ADS link].
DOI: 10.5281/zenodo.18568107
title: CORGI Input Dataset

description: This is the input dataset for the planetary interior simulation code package CORGI [GitHub link]. After extracting, all files should be put under the Data/ directory.

 

For details about CORGI, refer to: 



Lin, Z., Seager, S., & Weiss, B. P. 2025, Planet Sci J, 6, 27 [ADS link].
DOI: 10.15468/dl.7xfm9k
title: Occurrence Download

description: A dataset containing 53524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anguilla anguilla"
 ]
}

 The dataset includes 53524 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003596-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6yx6d
title: Occurrence Download

description: A dataset containing 1453 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glycosmis trifoliata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1453 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003681-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rj5da
title: Occurrence Download

description: A dataset containing 153841 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;= 51.21395264452012
 AND decimallatitude &lt;= 56.135291543055025
 AND decimallongitude &gt;= -136.71469357869645
 AND decimallongitude &lt;= -120.26588429503694
 AND GBIF_Within('POLYGON ((-120.265884 51.213953, -120.265884 56.135292, -136.714694 56.135292, -136.714694 51.213953, -120.265884 51.213953))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 153841 records were derived from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003651-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9763k
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhytiodus argenteofuscus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 162 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003683-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfn8ea
title: Occurrence Download

description: A dataset containing 6956 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Inga edulis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 6956 records from 360 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003686-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzhsst
title: Occurrence Download

description: A dataset containing 3146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Micromelum minutum",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 3146 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003687-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.992343
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhytiodus lauzannei",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 33 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003688-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/a9a7444cc5078bcc0cfdf806d3f0855f
title: Dry meadow seedbank composition, Saddle, 1989 - 2023.

description: To evaluate the composition of the seed bank in the dry meadow of the saddle at Niwot Ridge, we collected soil samples from eight plots and performed seed bank grow-outs in the greenhouse. Sample collection and grow-outs were conducted twice, once in 1989 (Humphries 1993) and once in 2023. We also collected data on aboveground species composition at each plot in 2024.
 
 References
 Humphries, H. C. 1993. An individual-based approach to alpine plant distributions (Ph.D. Thesis). Colorado State University, Ann Arbor, United States.
DOI: 10.15468/dl.nbbmue
title: Occurrence Download

description: A dataset containing 15811 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Carduus nutans"
 ]
}

 The dataset includes 15811 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003690-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18567386
title: [Dataset] Spatial Centroids and Network Representations of Stomata in Three Plant Species under Environmental Stress

description: This dataset corresponds to the data used in manuscript Machicao et al. (2026) "Pattern Recognition of Stomatal Distribution: A Network Automata Approach to Identify Plasticity under Environmental Stress", for submission.

It contains:





Microscopic Images: Original captures of stomatal distributions for three plant species.




Expert-Validated Centroids: Spatial coordinates (x, y) of stomata, manually identified using GIMP to ensure high ground-truth accuracy.




Stomatal Networks: Proximity graphs and distance matrices derived from the centroids.



This data enables the characterization of phenotypic plasticity through spatial pattern recognition and network science.

Stomata Dataset

•Ctenanthe oppenheimiana: Plants, measuring 5 to 8 cm, were planted in standard Carolina substrate (Carolina soil, Brazil). Samples were acclimated in a controlled growth chamber (Eletrolab EL212/4G-RS) with continuous 55% relative humidity, a photon flux of 100μmol/m2 ×s, and temperature of 25◦C. Two light/dark photoperiods were tested: 24 hours (L24) and 4 hours (L4) per day for 60 days, resulting in 18 images per condition. 

•Tradescantia zebrina: Plants were acclimated in the same controlled growth chamber under identical conditions for 68 days. A third group was maintained under uncontrolled conditions in an external environment. A total of 6 images were obtained for each condition. This collection was previously described by Florindo et al. (2015).

• Callisia repens: Three experimental groups were used. The first was sealed in a bottle with Carolina soil and subjected to a CO2 gas stream (1500 ppm for 6 hours/day over 30 days). The second group was treated similarly but without the CO2 flow. In both bottled groups, relative humidity was maintained between 85 and 90% during the daily 6-hours cycle. A third group was collected from a natural, uncontrolled environment in July 2015 (georeferenced at -22.007 S; -47.894 W). Five images were captured for each condition.

Regarding imaging specifications, images were captured at different magnifications depending on the species. For Ctenanthe oppenheimiana, a 100x objective lens was used, resulting in a pixel scale of 0.347μm/px and a resolution of 2560 × 1920 pixels. For Tradescantia zebrina and Callisia repens, images were captured at 15x magnification, corresponding to 4.65935μm/px and 1388 × 1038 pixels. These specific optical scales were used for all subsequent spatial measurements and pixel-to-micron conversions.

Stomata Network Dataset

The files are in edgelist.

For Ctenanthe oppenheimiana, we used 7 thresholds ranging from Tini = 140 to TQ = 260 μm. For Tradescantia zebrina and Callisia repens, the feature vector was expanded to 16 thresholds from Tini = 400 to TQ = 640 μm.
DOI: 10.5281/zenodo.18567387
title: [Dataset] Spatial Centroids and Network Representations of Stomata in Three Plant Species under Environmental Stress

description: This dataset corresponds to the data used in manuscript Machicao et al. (2026) "Pattern Recognition of Stomatal Distribution: A Network Automata Approach to Identify Plasticity under Environmental Stress", for submission.

It contains:





Microscopic Images: Original captures of stomatal distributions for three plant species.




Expert-Validated Centroids: Spatial coordinates (x, y) of stomata, manually identified using GIMP to ensure high ground-truth accuracy.




Stomatal Networks: Proximity graphs and distance matrices derived from the centroids.



This data enables the characterization of phenotypic plasticity through spatial pattern recognition and network science.

Stomata Dataset

•Ctenanthe oppenheimiana: Plants, measuring 5 to 8 cm, were planted in standard Carolina substrate (Carolina soil, Brazil). Samples were acclimated in a controlled growth chamber (Eletrolab EL212/4G-RS) with continuous 55% relative humidity, a photon flux of 100μmol/m2 ×s, and temperature of 25◦C. Two light/dark photoperiods were tested: 24 hours (L24) and 4 hours (L4) per day for 60 days, resulting in 18 images per condition. 

•Tradescantia zebrina: Plants were acclimated in the same controlled growth chamber under identical conditions for 68 days. A third group was maintained under uncontrolled conditions in an external environment. A total of 6 images were obtained for each condition. This collection was previously described by Florindo et al. (2015).

• Callisia repens: Three experimental groups were used. The first was sealed in a bottle with Carolina soil and subjected to a CO2 gas stream (1500 ppm for 6 hours/day over 30 days). The second group was treated similarly but without the CO2 flow. In both bottled groups, relative humidity was maintained between 85 and 90% during the daily 6-hours cycle. A third group was collected from a natural, uncontrolled environment in July 2015 (georeferenced at -22.007 S; -47.894 W). Five images were captured for each condition.

Regarding imaging specifications, images were captured at different magnifications depending on the species. For Ctenanthe oppenheimiana, a 100x objective lens was used, resulting in a pixel scale of 0.347μm/px and a resolution of 2560 × 1920 pixels. For Tradescantia zebrina and Callisia repens, images were captured at 15x magnification, corresponding to 4.65935μm/px and 1388 × 1038 pixels. These specific optical scales were used for all subsequent spatial measurements and pixel-to-micron conversions.

Stomata Network Dataset

The files are in edgelist.

For Ctenanthe oppenheimiana, we used 7 thresholds ranging from Tini = 140 to TQ = 260 μm. For Tradescantia zebrina and Callisia repens, the feature vector was expanded to 16 thresholds from Tini = 400 to TQ = 640 μm.
DOI: 10.15468/dl.abb8fq
title: Occurrence Download

description: A dataset containing 742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jacaratia digitata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 742 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003691-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2qt5qz
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhytiodus microlepis",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 169 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003692-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.