cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/hxv-fz2-3v1
title: Zygogynum haplopus (B. L. Burtt) Vink

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p0z-dn6-ksb
title: Puccinellia frigida (Phil.) I.M.Johnst.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/e43-sfn-74l
title: Allium kharputense Freyn & Sint.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vv7-513-d0x
title: Luzula × lepetitiana Beyer

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/161-m4p-y90
title: Juncus rohtangensis Goel & Aswal

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/k1t-ds8-0lk
title: Luzula acutifolia Nordensk.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bgb-9er-6l5
title: Senecio jacobaea L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gca-qw9-b2x
title: Senecio jacobaea L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5fl-tj6-91q
title: Senecio jacobaea L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3yq-yzc-dx2
title: Allium mairei H.Lév.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ksa-32e-vsg
title: Trisetaria dufourei (Boiss. & Reut.) Paunero

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dep-skf-z6c
title: Senecio jacobaea L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/yem-w26-2ex
title: Juncus rechingeri Snogerup

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/h12-pvp-qm4
title: Senecio jacobaea L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wl0-n3r-fjx
title: Juncus leucomelas Royle ex D. Don

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7k2-mxb-wpv
title: Juncus kraussii subsp. australiensis (Buchenau) Snogerup

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/x5w-ztf-0ys
title: Juncus leucanthus Royle ex D. Don

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.21233/n37t5c
title: Site 54 (Ritchie, J.C. 1974) pollen surface sample dataset

description: Raw data for the Site 54 (Ritchie, J.C. 1974) pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.3535/k5s-be0-ydw
title: Juncus leucanthus Royle ex D. Don

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tlk-drs-rh3
title: Poa versicolor Besser

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zmn-snl-vr9
title: Poa pratensis subsp. pratensis

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0m2-7a6-nes
title: Allium blomfieldianum Asch. & Schweinf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pgg-tlz-qxa
title: Poa sintenisii H.Lindb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/btw-6sx-dbs
title: Poa nemoralis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zw3-c5s-q7b
title: Allium brulloi Salmeri

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0px-erx-n2c
title: Poa novarae Reichardt

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/n2f-74j-0ab
title: Luzula sylvatica subsp. sylvatica

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/r68-97r-9h4
title: Allium commutatum Guss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0ft-nzs-mrn
title: Luzula philippinensis M. E. Jansen

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/eqc-a8w-89w
title: Poa pratensis subsp. pratensis

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2vx-jmm-5sr
title: Poa pratensis subsp. pratensis

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zjv-d79-f6k
title: Luzula sylvatica subsp. sylvatica

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/sqn-gfc-wwp
title: Luzula × lepetitiana Beyer

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/797-t6y-h34
title: Luzula multiflora subsp. snogerupii Kirschner

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fgy-mas-f0b
title: Smilax annulata Warb. ex K.Krause

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bkx-tx1-mt3
title: Smilax annulata Warb. ex K.Krause

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rt2-6q1-4rx
title: Smilax anguina K.Krause

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.21233/n3442d
title: Site 6 (Ritchie, J.C. 1974) pollen surface sample dataset

description: Raw data for the Site 6 (Ritchie, J.C. 1974) pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.3535/m8p-fj0-dvs
title: Scilla gracillima Engl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/r93-rk5-r77
title: Scilla dimartinoi Brullo & Pavone

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/e2e-ww8-q5h
title: Paspalum ellipticum Döll

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tp0-fa8-ms7
title: Smilax anguina K.Krause

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mq0-xjm-1e2
title: Smilax amblyobasis K.Krause

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/55s-grg-n7n
title: Paspalum ellipticum Döll

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/f13-gsp-v64
title: Petrosavia sakuraii (Makino) J.J.Sm. ex Steenis

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.2krkg2
title: Occurrence Download

description: A dataset containing 2706750 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry POLYGON((-122.51 22.73,-99.31 22.73,-99.31 33.01,-122.51 33.01,-122.51 22.73))",
 "HasCoordinate is true",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 2706750 records from 614 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107949-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18496793
title: IODP Expedition 329 Rig instrumentation

description: Operational rig information data were measured using a variety of sensors and compiled using the RigWatch software package. Approximately 50 channels of drilling/coring data are captured in real time during the expedition. Data are presented as ASCII files extracted from the proprietary RigWatch data files and are presented by expedition. RigWatch data in time or depth domain can be imported into graphics and analysis programs to be merged and correlated with core physical properties data to enhance assessment of poor core recovery intervals.
DOI: 10.5281/zenodo.18496792
title: IODP Expedition 329 Rig instrumentation

description: Operational rig information data were measured using a variety of sensors and compiled using the RigWatch software package. Approximately 50 channels of drilling/coring data are captured in real time during the expedition. Data are presented as ASCII files extracted from the proprietary RigWatch data files and are presented by expedition. RigWatch data in time or depth domain can be imported into graphics and analysis programs to be merged and correlated with core physical properties data to enhance assessment of poor core recovery intervals.
DOI: 10.15468/dl.nhyrya
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Annickia ambigua",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 35 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014277-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31267909
title: data in manuscript "Bridging Pedagogical Competence and Technology Acceptance: The Role AI-Related Training in Chinese TVET"

description: This study explored how AI-related training affects Chinese TVET teachers' AI-TPACK competency, technological acceptance, and behavioral intention to utilize AI in teaching. A cross-sectional quantitative design was used. Data were collected from 437 in-service instructors at higher vocational colleges in Shandong Province, China, using an anonymous online questionnaire and systematic random selection. The TAM and TPACK scales were developed into measurement devices and tested for reliability and validity. Tests of direct, mediating, and predictive associations were done using PLS-SEM. Data collection followed institutional ethics, participation was voluntary, and informed consent was acquired.
DOI: 10.6084/m9.figshare.31267909.v2
title: data in manuscript "Bridging Pedagogical Competence and Technology Acceptance: The Role AI-Related Training in Chinese TVET"

description: This study explored how AI-related training affects Chinese TVET teachers' AI-TPACK competency, technological acceptance, and behavioral intention to utilize AI in teaching. A cross-sectional quantitative design was used. Data were collected from 437 in-service instructors at higher vocational colleges in Shandong Province, China, using an anonymous online questionnaire and systematic random selection. The TAM and TPACK scales were developed into measurement devices and tested for reliability and validity. Tests of direct, mediating, and predictive associations were done using PLS-SEM. Data collection followed institutional ethics, participation was voluntary, and informed consent was acquired.
DOI: 10.6084/m9.figshare.31267909.v1
title: data in manuscript "Bridging Pedagogical Competence and Technology Acceptance: The Role AI-Related Training in Chinese TVET"

description: This study explored how AI-related training affects Chinese TVET teachers' AI-TPACK competency, technological acceptance, and behavioral intention to utilize AI in teaching. A cross-sectional quantitative design was used. Data were collected from 437 in-service instructors at higher vocational colleges in Shandong Province, China, using an anonymous online questionnaire and systematic random selection. The TAM and TPACK scales were developed into measurement devices and tested for reliability and validity. Tests of direct, mediating, and predictive associations were done using PLS-SEM. Data collection followed institutional ethics, participation was voluntary, and informed consent was acquired.
DOI: 10.11588/duerer.online.6984b970eacb1
title: Brustbild eines Mannes, https://d-nb.info/gnd/1199019534
DOI: 10.57745/xi5q2h
title: DictionnaireVariables_2023-10.pdf

description: :unav
DOI: 10.57745/uh6eil
title: BD_2020_anonymisee.zip

description: :unav
DOI: 10.57745/n91t1h
title: BATIALIM_StructureEtVariables_BD_2020-10.pdf

description: :unav
DOI: 10.57745/fixrkz
title: script_cah.txt

description: :unav
DOI: 10.57745/wgomd5
title: TAB.ANA.FINAL.txt

description: :unav
DOI: 10.57745/uyqioe
title: Données des permis de construire en zone agricole dans l’Hérault (34) et les Bouches du Rhône (13) en 2018

description: Ce jeu de données comporte la base de données des permis de construire créée lors du projet BatiAlim en 2018, ainsi que le fichier d’analyse sur lequel est basée la typologie de bâtiments présentée en 2024 dans l’article Land Use Policy (Nougarèdes et al.), mentionné ci-après.
DOI: 10.57745/xp2r3u
title: README.txt

description: :unav
DOI: 10.15468/dl.f37ykk
title: Occurrence Download

description: A dataset containing 8096 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vitex negundo",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8096 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014279-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wyz7n6
title: Occurrence Download

description: A dataset containing 4865710 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 1994",
 "Geometry POLYGON((-25.0 44.0, 45.0 44.0, 45.0 49.0, -25.0 49.0, -25.0 44.0))"
 ]
}

 The dataset includes 4865710 records from 408 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014243-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehc59r
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Material citation, Specimen)",
 "Geometry POLYGON((-70.02 -55.4,-66.36 -55.4,-66.36 -54.8,-70.02 -54.8,-70.02 -55.4))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Priapulida"
 ]
}

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014264-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15784171
title: Data supporting the publication "Linear corner-mode instability of magnetohydrodynamic Rayleigh-Benard convection in a rectangular domain"

description: The file contains the raw data for Figs. 6, 7b, 14, 15 and 16a of the paper Linear corner-mode instability of magnetohydrodynamic Rayleigh-Benard convection in a rectangular domain published in Phys. Rev. Fluids (2026).
DOI: 10.5281/zenodo.15784172
title: Data supporting the publication "Linear corner-mode instability of magnetohydrodynamic Rayleigh-Benard convection in a rectangular domain"

description: The file contains the raw data for Figs. 6, 7b, 14, 15 and 16a of the paper Linear corner-mode instability of magnetohydrodynamic Rayleigh-Benard convection in a rectangular domain published in Phys. Rev. Fluids (2026).
DOI: 10.15468/dl.8hnng9
title: Occurrence Download

description: A dataset containing 5450642 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Birda - Global Observation Dataset"
 ]
}

 The dataset includes 5450642 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014268-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18496817
title: DEVELOPING COMPREHENSIVE PROFESSIONAL FRAMEWORKS: INTERNATIONAL PERSPECTIVES ON TEACHER COMPETENCY STANDARDS

description: This paper explores the critical role of professional standards in advancing teacher competencies, with particular emphasis on research capabilities and pedagogical excellence. Drawing from international frameworks and recent educational reforms, the study examines how standardized competency models can strengthen teacher preparation and professional development. The analysis encompasses successful models from multiple countries, providing insights for developing robust national standards that integrate research competence as a fundamental component of teacher professionalism.
DOI: 10.5281/zenodo.18496816
title: DEVELOPING COMPREHENSIVE PROFESSIONAL FRAMEWORKS: INTERNATIONAL PERSPECTIVES ON TEACHER COMPETENCY STANDARDS

description: This paper explores the critical role of professional standards in advancing teacher competencies, with particular emphasis on research capabilities and pedagogical excellence. Drawing from international frameworks and recent educational reforms, the study examines how standardized competency models can strengthen teacher preparation and professional development. The analysis encompasses successful models from multiple countries, providing insights for developing robust national standards that integrate research competence as a fundamental component of teacher professionalism.
DOI: 10.15468/dl.gwdpk9
title: Occurrence Download

description: A dataset containing 1819 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Annona glabra",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1819 records from 203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014280-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18496650
title: Annual Mangrove Extent and Change Maps from 1988 to 2022 in the Sundarbans

description: This dataset provides annual maps of mangrove forest extent and change in the Sundarbans region from 1988 to 2022, generated using a time-series analysis of Landsat surface reflectance data. The data were produced using a novel temporal consistency checking algorithm (TCC-CS) that integrates both spectral time-series and classification trajectories to improve detection of true mangrove changes and minimize artifacts caused by classification errors.

The dataset includes:





Annual mangrove extent maps (1988–2022):Binary raster layers where each pixel is classified as mangrove or non-mangrove for each calendar year. Stored in the file AnnualMangroveMaps.zip.




Mangrove change maps from 1988 to 2022:Raster layers indicating loss, gain, or stable mangrove pixels between 1988 and 2022. Stored in the file MangroveChanges.zip.




Loss/Gain agent maps:Raster layers identifying dominant processes driving the most recent mangrove loss (e.g., erosion, degradation, aquaculture) and gain. Stored in the file MangroveChanges.zip.


Loss/Gain year maps:Raster layers identifying the year the most recent mangrove losss or gain occured. Stored in the file MangroveChanges.zip.


For more information and citation:Zhang, Z., Ahmed, M. R., Zhang, Q., Li, Y., & Li, Y. (2023). Monitoring of 35-year mangrove wetland change dynamics and agents in the sundarbans using temporal consistency checking. Remote Sensing, 15(3), 625.
DOI: 10.5281/zenodo.18496651
title: Annual Mangrove Extent and Change Maps from 1988 to 2022 in the Sundarbans

description: This dataset provides annual maps of mangrove forest extent and change in the Sundarbans region from 1988 to 2022, generated using a time-series analysis of Landsat surface reflectance data. The data were produced using a novel temporal consistency checking algorithm (TCC-CS) that integrates both spectral time-series and classification trajectories to improve detection of true mangrove changes and minimize artifacts caused by classification errors.

The dataset includes:





Annual mangrove extent maps (1988–2022):Binary raster layers where each pixel is classified as mangrove or non-mangrove for each calendar year. Stored in the file AnnualMangroveMaps.zip.




Mangrove change maps from 1988 to 2022:Raster layers indicating loss, gain, or stable mangrove pixels between 1988 and 2022. Stored in the file MangroveChanges.zip.




Loss/Gain agent maps:Raster layers identifying dominant processes driving the most recent mangrove loss (e.g., erosion, degradation, aquaculture) and gain. Stored in the file MangroveChanges.zip.


Loss/Gain year maps:Raster layers identifying the year the most recent mangrove losss or gain occured. Stored in the file MangroveChanges.zip.


For more information and citation:Zhang, Z., Ahmed, M. R., Zhang, Q., Li, Y., & Li, Y. (2023). Monitoring of 35-year mangrove wetland change dynamics and agents in the sundarbans using temporal consistency checking. Remote Sensing, 15(3), 625.
DOI: 10.57906/h81b-mq25
title: Administrative Data | Agriculture Research Collection - England
DOI: 10.15468/dl.u3udfg
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Argentina",
 "DatasetKey is Museo Argentino de Ciencias Naturales \"Bernardino Rivadavia\" (MACN). Mammalogy National Collection (MACNMa)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cerdocyon thous"
 ]
}

 The dataset includes 62 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014281-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3khquh
title: Occurrence Download

description: A dataset containing 343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vitex parviflora",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 343 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014283-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.