cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14585161
title: Functional and evolutionary synergy of trait components can explain the existence of leaf masquerade

description: All raw data, R analysis code, calibrated targets used in the field experiment, all lightbox images used in the online survey and all mounted tegmen images used in our analyses (Wainwright et al. 2025).
DOI: 10.15468/dl.rmud5u
title: Occurrence Download

description: A dataset containing 7827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Psychomyia pusilla (Fabricius, 1781), Pteris cretica L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 7827 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325575-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-924
title: Maiak = [Lighthouse], vol. 12, no. 3 (1934)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.nnz4fn
title: Occurrence Download

description: A dataset containing 41015 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-72.70962 7.37571,-72.72212 7.33611,-72.69783 7.28661,-72.65325 7.28025,-72.60868 7.27706,-72.5657 7.28184,-72.53146 7.32482,-72.49759 7.37857,-72.47473 7.50498,-72.47175 7.55536,-72.4731 7.57812,-72.49239 7.61458,-72.52383 7.6375,-72.46534 7.90008,-72.49279 7.93748,-72.47246 8.04265,-72.3301 8.2688,-72.37467 8.43595,-72.50203 8.43277,-72.56252 8.30701,-72.6292 8.01914,-72.6437 7.9568,-72.64848 7.89949,-72.65644 7.87402,-72.67395 7.77214,-72.68529 7.69774,-72.68734 7.68365,-72.67938 7.50979,-72.70962 7.37571))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 41015 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014133-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qh444m
title: Occurrence Download

description: A dataset containing 626 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pterostichus pumilio (Dejean, 1828), Pterostichus rutilans (Dejean, 1828))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 626 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325607-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zv4swt
title: Occurrence Download

description: A dataset containing 474 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Arctocephalus townsendi Merriam, 1897"
 ]
}

 The dataset includes 474 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129485-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4t6ecy
title: Occurrence Download

description: A dataset containing 445 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vochysia tucanorum Mart."
 ]
}

 The dataset includes 445 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016966-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-1150
title: Maiak = [Lighthouse], vol. 13, no. 6-7 (1935)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.thdew9
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ethiopia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ficus sur Forssk."
 ]
}

 The dataset includes 119 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016683-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g9pjav
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Datura metel L."
 ]
}

 The dataset includes 316 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018770-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.se4zbk
title: Occurrence Download

description: A dataset containing 2074 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pterostichus unctulatus (Duftschmid, 1812), Pterula multifida (Chevall.) Fr.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 2074 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325614-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-1005
title: Maiak = [Lighthouse], vol. 12, no. 9 (1934)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.4qemvq
title: Occurrence Download

description: A dataset containing 5421 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boa constrictor Linnaeus, 1758"
 ]
}

 The dataset includes 5421 records from 237 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325623-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fp67yv
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Indigofera poliotes Eckl. & Zeyh."
 ]
}

 The dataset includes 20 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018781-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-1140
title: Maiak = [Lighthouse], vol. 13, no. 6-7 (1935)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.snr7sc
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sida acuta Burm.fil."
 ]
}

 The dataset includes 187 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000842-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smmwhz
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cribroheros altifrons (Kner, 1863)"
 ]
}

 The dataset includes 35 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325622-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-707
title: Puteshestvennik = The traveller, vol. 7, no. 4 (April 1930)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.yrnw9k
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Mozambique",
 "TaxonKey is Arthroleptis troglodytes Poynton, 1963"
 ]
}

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009365-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t6bt38
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alosa suworowi (Berg, 1913)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325587-210914110416597/datasets/export for details.
DOI: 10.15468/dl.r3n9xk
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phryganophilus ruficollis (Fabricius, 1798)",
 "Country is Norway",
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2023"
 ]
}

 The dataset includes 36 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002528-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvfhbj
title: Occurrence Download

description: A dataset containing 8901 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Psophus stridulus (Linnaeus, 1758), Psora globifera (Ach.) A.Massal., Psyche crassiorella Bruand, 1850)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 8901 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325570-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-15210
title: Druzheskoe slovo = Palavra do amigo = [A friendly word], vol. 9, no. 1 (January 1936)

description: [description english/roman)] Monthly
DOI: 10.5281/zenodo.11075458
title: Co-curricular Quantitative Data Analytics Training Program (CQDATP) for Undergraduate Natural Science Students

description: While data analytics has increasingly become an essential skill for various professionals in natural science fields, college curricula often cannot be updated frequently to meet the emerging changes of the workforce’s needs. A drastic curricular change is particularly difficult at small colleges with limited availability of faculty. This study proposes a co-curricular training program that enables natural science students to master skills of applying quantitative data analytics on real datasets without requiring a significant curricular change. The training program was developed and implemented as a sequence of in-person one-hour training sessions at a small four-year college. The results show that the approach is effective in improving students’ data analytics skills. This program can be adapted by other small institutions to achieve similar goals.

 

This dataset include the training materials and deidentified student performance and survey responses.
DOI: 10.5281/zenodo.7947120
title: Co-curricular Quantitative Data Analytics Training Program (CQDATP) for Undergraduate Natural Science Students

description: While data analytics has increasingly become an essential skill for various professionals in natural science fields, college curricula often cannot be updated frequently to meet the emerging changes of the workforce’s needs. A drastic curricular change is particularly difficult at small colleges with limited availability of faculty. This study proposes a co-curricular training program that enables natural science students to master skills of applying quantitative data analytics on real datasets without requiring a significant curricular change. The training program was developed and implemented as a sequence of in-person one-hour training sessions at a small four-year college. The results show that the approach is effective in improving students’ data analytics skills. This program can be adapted by other small institutions to achieve similar goals.

 

This dataset include the training materials and deidentified student performance and survey responses.
DOI: 10.15468/dl.685uce
title: Occurrence Download

description: A dataset containing 32712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhinella marina (Linnaeus, 1758)"
 ]
}

 The dataset includes 32712 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008744-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k42eq3
title: Occurrence Download

description: A dataset containing 251289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Robinia pseudoacacia L.)",
 "HasCoordinate is true",
 "Geometry POLYGON ((25.280527 74.385866, 34 74.516506, 34 35.773364, 32.861584 35.588421, 26.375071 34.609982, 22.816449 34.504241, 13.627633 36.690862, 10.001544 38.719154, -0.356862 36.404548, -9.323257 35.627079, -12.292937 57.408982, 25.280527 74.385866))"
 ]
}

 The dataset includes 251289 records from 1810 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010980-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6k4jjr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Potentilla erecta (L.) Raeusch."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005386-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z36bzs
title: Occurrence Download

description: A dataset containing 7479 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lycalopex griseus (Gray, 1837)"
 ]
}

 The dataset includes 7479 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000419-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/fbcd9a70-92be-47aa-8c49-cb469188e9a2
title: Data associated with the article "Effect of upscaling nature-based coastal protection on estuarine biodiversity using foreshores and transitional polders"

description: This dataset contains the data and R code used in the manuscript: <em>Effect of Upscaling Nature-Based Coastal Protection on Estuarine Biodiversity Using Foreshores and Transitional Polders</em>.The study presents an integrated modeling approach to predict the long-term biodiversity outcomes of nature-based coastal protection schemes in estuarine environments. We employ a Bayesian hierarchical model as a species distribution model to estimate the distributions of plants and benthic animals under varying environmental conditions.The dataset includes:Species distribution data: Observations of benthos and plant species collected from the Western Scheldt estuary, located in the southwestern Netherlands.Environmental variables: Corresponding abiotic factors influencing species distributions.R code: Scripts used for data processing, model implementation, and result visualization.
DOI: 10.4121/fbcd9a70-92be-47aa-8c49-cb469188e9a2.v1
title: Data associated with the article "Effect of upscaling nature-based coastal protection on estuarine biodiversity using foreshores and transitional polders"

description: This dataset contains the data and R code used in the manuscript: <em>Effect of Upscaling Nature-Based Coastal Protection on Estuarine Biodiversity Using Foreshores and Transitional Polders</em>.The study presents an integrated modeling approach to predict the long-term biodiversity outcomes of nature-based coastal protection schemes in estuarine environments. We employ a Bayesian hierarchical model as a species distribution model to estimate the distributions of plants and benthic animals under varying environmental conditions.The dataset includes:Species distribution data: Observations of benthos and plant species collected from the Western Scheldt estuary, located in the southwestern Netherlands.Environmental variables: Corresponding abiotic factors influencing species distributions.R code: Scripts used for data processing, model implementation, and result visualization.
DOI: 10.15468/dl.4bqb7c
title: Occurrence Download

description: A dataset containing 1015 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Digitalis lanata Ehrh.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 1015 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000420-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14168968
title: Dataset for "Improvement of Morphology and Electrical Properties of Boron-doped Diamond Films via Seeding with HPHT Nanodiamonds Synthesized from 9-Borabicyclononane"
DOI: 10.5281/zenodo.14168969
title: Dataset for "Improvement of Morphology and Electrical Properties of Boron-doped Diamond Films via Seeding with HPHT Nanodiamonds Synthesized from 9-Borabicyclononane"
DOI: 10.5281/zenodo.14935187
title: Dataset for "Improvement of Morphology and Electrical Properties of Boron-doped Diamond Films via Seeding with HPHT Nanodiamonds Synthesized from 9-Borabicyclononane"