cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18391298
title: THE HARD AND SOFT OF IT: THE ROLE OF SUBSTRATE IN PATTERNS OF PHASE DOMINANCE AND PHENOLOGY IN GRACILARIA VERMICULOPHYLLA

description: Raw data and associated supplemental tables with a phenology study of Gracilaria vermiuclophylla.

10.1111/jpy70139

We thank S. Fate, P.G. Ross, R. Snyder, E. Smith, J. Lewis, H.F. Parks, G. Brundage, and J. Paul for logistical support at the Virginia Institute of Marine Science Eastern Shore Laboratory (VIMS ESL). We also thank R. Hadfield, B. Thornton, T. Williams, A. Brinegar, O. Melendez Vera, and H. Rippin for additional field and lab assistance. The UAB Department of Biology provided logistical support for travel to VIMS ESL. Support for this project was provided by start-up funds from the College of Arts and Sciences at The University of Alabama at Birmingham (to SAKH), the International Phycological Society Paul Silva Student Grant (to APO), the National Science Foundation CAREER Award (DEB-2141971 [UAB] and DEB-2436117 [VIMS|WM] to SAKH), and NSF OIA-1946412 (to SAKH). The water quality monitoring station at Wachapreague was supported with funds from R.A. Snyder at VIMS ESL and the station at Willis Wharf was supported by donations from S. and B. Johnsen. We also thank Cherrystone Aquafarms for providing the site support and utilities for the Willis Wharf station. The Owens Foundation at VIMS ESL partially supported A. Brinegar during her visit at VIMS ESL. H. Rippin and O. Melendez Vera were supported by the Bonnie Sue Summer Scholarship. SAKH was supported by the NSF CAREER award (DEB-2141971), NSF EAGER award (DEB-2113745), and the Norma Lang Early Career Fellowship from the Phycological Society of America. APO was supported by a UAB Blazer Fellowship. WHR was supported by the NIH-IRACDA MERIT Post-doctoral Fellowship program at UAB (NIH K12GM088010).
DOI: 10.15468/dl.vamum2
title: Occurrence Download

description: A dataset containing 444 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abronia taeniata"
 ]
}

 The dataset includes 444 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009400-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10048769
title: Evergreen needleleaf forest pigment, MONI-PAM, eddy-covariance, and tower-scale remote sensing data across four different sites

description: The data presented here are from four evergreen needleleaf forests, which include boreal forest locations in Alaska (DEJU, mean annual temperature = 0.4 degrees Celsius [°C], latitude = 63.9 degrees north [°N]) and Saskatchewan, Canada (Ca-Obs, 1.3°C, 54.0°N), a high elevation forest in Colorado (US-NR1, 2.8°C, 40.0°N), and a longleaf pine forest in Florida (OSBS, 21.1°C, 29.7°N).

Included are needle-scale pigment data from the DEJU, US-NR1, and OSBS sites; MONI-PAM fluoresence data from the DEJU and US-NR1 sites, tower-scale eddy-covariance, meterological, and remotely sensed solar-induced fluoresence and vegetation index data across all four sites. 

More information on these data can be found in the accompanying publications: 







Pierrat, Z.A., Magney, T., Maguire, A., Brissette, L., Doughty, R., Bowling, D.R., Logan, B., Parazoo, N., Frankenberg, C., Stutz, J., 2024. Seasonal timing of fluorescence and photosynthetic yields at needle and canopy scales in evergreen needleleaf forests. Ecology 105, e4402. https://doi.org/10.1002/ecy.4402

 





Pierrat, Z.A., Magney, T.S., Cheng, R., Maguire, A.J., Wong, C.Y.S., Nehemy, M.F., Rao, M., Nelson, S.E., Williams, A.F., Grosvenor, J.A.H., Smith, K.R., Reblin, J.S., Stutz, J., Richardson, A.D., Logan, B.A., Bowling, D.R., 2024. The biological basis for using optical signals to track evergreen needleleaf photosynthesis. BioScience 74, 130–145. https://doi.org/10.1093/biosci/biad116

 

This version of the dataset includes longer timeseries of MONI-PAM fluoresence data used in Pierrat et al., 2024 Ecology. Users of the data are highly encouraged to contact the data producers for futher information on usage and limitations of this dataset.
DOI: 10.5281/zenodo.18614980
title: Evergreen needleleaf forest pigment, MONI-PAM, eddy-covariance, and tower-scale remote sensing data across four different sites

description: The data presented here are from four evergreen needleleaf forests, which include boreal forest locations in Alaska (DEJU, mean annual temperature = 0.4 degrees Celsius [°C], latitude = 63.9 degrees north [°N]) and Saskatchewan, Canada (Ca-Obs, 1.3°C, 54.0°N), a high elevation forest in Colorado (US-NR1, 2.8°C, 40.0°N), and a longleaf pine forest in Florida (OSBS, 21.1°C, 29.7°N).

Included are needle-scale pigment data from the DEJU, US-NR1, and OSBS sites; MONI-PAM fluoresence data from the DEJU and US-NR1 sites, tower-scale eddy-covariance, meterological, and remotely sensed solar-induced fluoresence and vegetation index data across all four sites. 

More information on these data can be found in the accompanying publications: 







Pierrat, Z.A., Magney, T., Maguire, A., Brissette, L., Doughty, R., Bowling, D.R., Logan, B., Parazoo, N., Frankenberg, C., Stutz, J., 2024. Seasonal timing of fluorescence and photosynthetic yields at needle and canopy scales in evergreen needleleaf forests. Ecology 105, e4402. https://doi.org/10.1002/ecy.4402

 





Pierrat, Z.A., Magney, T.S., Cheng, R., Maguire, A.J., Wong, C.Y.S., Nehemy, M.F., Rao, M., Nelson, S.E., Williams, A.F., Grosvenor, J.A.H., Smith, K.R., Reblin, J.S., Stutz, J., Richardson, A.D., Logan, B.A., Bowling, D.R., 2024. The biological basis for using optical signals to track evergreen needleleaf photosynthesis. BioScience 74, 130–145. https://doi.org/10.1093/biosci/biad116

 

This version of the dataset includes longer timeseries of MONI-PAM fluoresence data used in Pierrat et al., 2024 Ecology. Users of the data are highly encouraged to contact the data producers for futher information on usage and limitations of this dataset.
DOI: 10.15468/dl.h3p7cg
title: Occurrence Download

description: A dataset containing 444 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abronia taeniata"
 ]
}

 The dataset includes 444 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009401-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2puemw
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Marcgraviastrum pendulum"
 ]
}

 The dataset includes 44 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009402-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rc9r7w
title: Occurrence Download

description: A dataset containing 444 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abronia taeniata"
 ]
}

 The dataset includes 444 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009404-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fg7dp2
title: Occurrence Download

description: A dataset containing 444 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abronia taeniata"
 ]
}

 The dataset includes 444 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009403-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87pxtn
title: Occurrence Download

description: A dataset containing 23171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-113.41681 40.57994,-111.7492 40.57994,-111.7492 41.83447,-113.41681 41.83447,-113.41681 40.57994))",
 "HasGeospatialIssue is false",
 "TaxonKey is Podiceps nigricollis"
 ]
}

 The dataset includes 23171 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009405-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kmh5f
title: Occurrence Download

description: A dataset containing 550980 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Phoenicopteridae"
 ]
}

 The dataset includes 550980 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009309-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwfjmc
title: Occurrence Download

description: A dataset containing 444 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abronia taeniata"
 ]
}

 The dataset includes 444 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009406-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83q7zx
title: Occurrence Download

description: A dataset containing 444 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abronia taeniata"
 ]
}

 The dataset includes 444 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009407-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ab4jnx
title: Occurrence Download

description: A dataset containing 579 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corybas aconitiflorus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 579 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009408-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6quhfx
title: Occurrence Download

description: A dataset containing 444 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abronia taeniata"
 ]
}

 The dataset includes 444 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009409-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/qvqv-8r46
title: "Flight Recommendation System"

description: "With the development of technology, purchasing tickets via airline websites has grown easier as air travel becomes more and more popular. But it's still difficult to suggest the ideal airline ticket for a customer based on their unique requirements, particularly given the erratic price swings caused by several factors. Conventional recommendation algorithms primarily anticipate pricing during particular times and pinpoint the lowest-priced periods. In this context, we provide a novel real-time flight recommendation system that deviates from existing standards by implementing an algorithm that uses a three-factor approach: price, comfort, and safety scores. Our algorithm provides sophisticated recommendations that closely correspond with the tastes of each user by balancing these factors. This technique is built using Python and based on the Model-View-Control (MVC) design pattern for a user-focused Flask web application. The system's incredibly responsive and straightforward user interface is intended to improve the overall flight selection experience for users. Our study describes the algorithm's development and methods, highlighting how it balances important travel considerations\u2014a significant departure from traditional approaches. This work represents a breakthrough in personalized flight selection tools by demonstrating the substantial potential of specialized algorithmic methods in improving user experience in trip planning."
DOI: 10.15468/dl.y2rjfq
title: Occurrence Download

description: A dataset containing 122600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salamandra atra, Ichthyosaura alpestris, Triturus cristatus, Triturus carnifex, Triturus dobrogicus, Lissotriton vulgaris, Bombina bombina, Bombina variegata, Pelobates fuscus, Bufo bufo, Rana arvalis, Rana dalmatina, Rana temporaria, Pelophylax lessonae, Pelophylax esculentus, Pelophylax ridibundus, Lissotriton graecus, Hyla arborea)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Austria)"
 ]
}

 The dataset includes 122600 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009346-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5aqsm
title: Occurrence Download

description: A dataset containing 444 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abronia taeniata"
 ]
}

 The dataset includes 444 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009410-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ju968f
title: Occurrence Download

description: A dataset containing 2679 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Year 2021-2025",
 "IucnRedListCategory is one of (CR, EN, VU, NT, LC)",
 "GadmGid is one of (COL.12.14_2)",
 "PublishingOrg is one of (1a2bfe99-b7ca-4e3c-a5a2-18c85789e7d1, 188fd36a-2d61-4f35-8b67-d5529efb0005, e2e717bf-551a-4917-bdc9-4fa0f342c530, 8ee4c3d9-b194-4f81-b41a-402e5c077e05, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, 67c63221-0c74-4c18-97f9-e2b2acb739ce, 2a7e3080-28a9-11dd-97cd-b8a03c50a862, 112087f6-a6c0-4cee-8441-387f900d34f9, 69ad50d2-2560-42a4-b522-171f6eca4fa3, b8b274e0-3216-48b8-afea-5616ec326ce1)",
 "Country is one of (Colombia)",
 "BasisOfRecord is one of (Human Observation, Material sample, Machine Observation)",
 "OccurrenceStatus is one of (Present)",
 "StateProvince is one of (Cesar, La Jagua de Ibirico)",
 "TaxonKey is one of (Mammalia [GBIF Backbone Taxonomy])"
 ]
 }
 ]
}

 The dataset includes 2679 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009411-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18615022
title: DEVELOPING MEDIA LITERACY THROUGH ARTIFICIAL INTELLIGENCE TOOLS IN THE EDUCATION SYSTEM

description: In the context of rapid digital transformation, media literacy has become a core competence for learners at all levels of education. The increasing volume of digital content, the spread of misinformation, and the growing influence of algorithm-driven media environments require learners to develop critical thinking, analytical skills, and ethical awareness. At the same time, artificial intelligence (AI) technologies are being actively integrated into educational systems, offering new opportunities to enhance teaching and learning processes. This article explores the role of artificial intelligence tools in developing media literacy within the education system. It analyzes theoretical approaches to media literacy, examines the pedagogical potential of AI-based tools, and discusses key challenges related to ethics, data privacy, and equity. The study argues that when applied thoughtfully, AI technologies can significantly support media literacy education by fostering critical evaluation of information, personalized learning, and active learner engagement. The article concludes with practical recommendations for integrating AI-driven media literacy instruction into contemporary educational contexts.
DOI: 10.5281/zenodo.18615021
title: DEVELOPING MEDIA LITERACY THROUGH ARTIFICIAL INTELLIGENCE TOOLS IN THE EDUCATION SYSTEM

description: In the context of rapid digital transformation, media literacy has become a core competence for learners at all levels of education. The increasing volume of digital content, the spread of misinformation, and the growing influence of algorithm-driven media environments require learners to develop critical thinking, analytical skills, and ethical awareness. At the same time, artificial intelligence (AI) technologies are being actively integrated into educational systems, offering new opportunities to enhance teaching and learning processes. This article explores the role of artificial intelligence tools in developing media literacy within the education system. It analyzes theoretical approaches to media literacy, examines the pedagogical potential of AI-based tools, and discusses key challenges related to ethics, data privacy, and equity. The study argues that when applied thoughtfully, AI technologies can significantly support media literacy education by fostering critical evaluation of information, personalized learning, and active learner engagement. The article concludes with practical recommendations for integrating AI-driven media literacy instruction into contemporary educational contexts.
DOI: 10.15468/dl.fku3n7
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corydoras pygmaeus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 26 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009412-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5wcbnf
title: Occurrence Download

description: A dataset containing 3460 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Chaetoceros teres"
 ]
}

 The dataset includes 3460 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009414-260208012135463/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/14811815
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.5y5qtu
title: Occurrence Download

description: A dataset containing 1057145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is bb108780-00da-49a7-ba12-40a25192a626",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Locality is not null"
 ]
}

 The dataset includes 1057145 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009391-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tj85ry
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heterocondylus pumilus",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 232 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009415-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7h5ug
title: Occurrence Download

description: A dataset containing 104260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is ARG.2_1",
 "OccurrenceStatus is Present",
 "Year 1000-2026"
 ]
}

 The dataset includes 104260 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009351-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ekad9q
title: Occurrence Download

description: A dataset containing 2563409 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-115.7507 41.25457,-108.83392 41.25457,-108.83392 42.75472,-115.7507 42.75472,-115.7507 41.25457))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2563409 records from 634 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009331-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7brfvz
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-114.72583 37.45726,-108.84592 37.45726,-108.84592 43.12717,-114.72583 43.12717,-114.72583 37.45726))",
 "OccurrenceStatus is Present",
 "TaxonKey is Calliopsis zonalis"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009417-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gca5r5
title: Occurrence Download

description: A dataset containing 30006 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalus atrox"
 ]
}

 The dataset includes 30006 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009416-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ggrsd8
title: Occurrence Download

description: A dataset containing 624485845 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 624485845 records from 13980 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022539-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.22305.20327
title: 'g2f' Find and Fill Gaps in Metabolic Networks
DOI: 10.17898/adp_pomoc12_v1/1
title: pomoc12_p1_sl_v1_r3.tab

description: :unav
DOI: 10.17898/adp_pomoc12_v1/2
title: pomoc12_rm1_sl_v2_r0.pdf

description: :unav
DOI: 10.15468/dl.adhwpz
title: Occurrence Download

description: A dataset listing the 65701 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "BasisOfRecord is one of (Human Observation)"
 ]
}

 The dataset's 65701 records were derived from 1273 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001051-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.