cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/nmtc4m67d7.2
title: Data on Behavioural Intention to Use AI Copilot Through TAM and AI Ecological Policy Lens

description: The data evaluates the factors influencing the adoption of AI Copilot among faculty and students at Cebu Technological University. It operates under the hypothesis that perceived usefulness and perceived ease of use of TAM alongside with the pedagogical dimension of AI Ecological Education Policy Framework(AIEEPF), impact behavioral intentions toward AI Copilot usage.

The study utilized a quantitative approach through structured surveys targeted at students and instructors. A stratified random sampling method ensured representation across different educational levels and roles. The participants were informed about the study's purpose and confidentiality rights, providing written consent before responding. Surveys were distributed via university email, yielding 414 responses. After excluding 18 low-variability responses, the data were analyzed using Structural Equation Modeling (SEM), including means and correlation analyses.

Findings suggest that respondents scored perceived usefulness at approximately 3.87, and perceived ease of use at 3.71, indicating general agreement on the tool's value and usability for academic tasks. A notable relationship was found between the pedagogical dimension and perceived usefulness, with a path coefficient of 0.446, confirming that well-aligned AI tools are more beneficial. High agreement levels emerged concerning the integration of AI in assessments(mean=3.89), the development of holistic competencies(mean=4.09), and the preparation of an AI-driven workforce(mean=4.02), reflecting strong support for AI-enhanced educational practices.

The data suggests favorable perceptions of AI Copilot among students, highlighting the importance of aligning AI technologies with educational goals. It indicates that institutions should integrate AI tools into curricula, invest in ongoing professional development for faculty, customize AI applications for specific educational settings, and address ethical implications, such as bias and transparency.

This data serves as a resource for understanding user perceptions and behavioral intentions regarding AI in education. Educational leaders can leverage these insights to inform AI integration strategies, ensuring they align with pedagogical and ethical needs. 

The study advocates for further research on the longitudinal effects of AI adoption, facilitating effective implementations that enhance learning outcomes and prepare students for future challenges in an AI-driven environment.
DOI: 10.17632/9xxc4x9dxt
title: AIGCL

description: code for "Adaptive Imbalanced Node Classification Graph Contrastive Learning"
DOI: 10.17632/9xxc4x9dxt.1
title: AIGCL

description: code for "Adaptive Imbalanced Node Classification Graph Contrastive Learning"
DOI: 10.5281/zenodo.15465158
title: Historical weather data since 1980 till 2023
DOI: 10.5281/zenodo.15465018
title: Historical weather data since 1980 till 2023
DOI: 10.15468/dl.5s4qgw
title: Occurrence Download

description: A dataset containing 4387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alipiopsitta xanthops)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 4387 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077946-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwhkb4
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rosa spinosissima",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 31 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077947-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2tfun4
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sinanodonta woodiana",
 "Country is Hungary",
 "HasCoordinate is true"
 ]
}

 The dataset includes 115 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077948-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhjwcg
title: Occurrence Download

description: A dataset containing 821 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 (Ranoidea nannotis)",
 "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 821 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077945-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kc58n3
title: Occurrence Download

description: A dataset containing 181318 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alectura lathami)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 181318 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077908-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/07q-fr0-5hs
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zqn-m5g-xs8
title: Kosmoceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4cv-v8y-9t5
title: Thurmanniceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25549/usctheses-ouc11399li2w
title: Data-Driven Stochastic Learning for Physical Systems
DOI: 10.3535/t7h-l5q-9z0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zz7-svn-g2e
title: Myodes Pallas, 1811

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nc3-4ch-jvf
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xt7-are-bgr
title: †Phylloceras (Phylloceras) serum (Oppel, 1865)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/clt-5jc-0l7
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4bt-qep-k0k
title: †Protetragonites quadrisulcatus (d'Orbigny, 1841)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j49-a4q-tv9
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e59-dp4-6j2
title: †Protetragonites quadrisulcatus (d'Orbigny, 1841)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g60-1bz-mjl
title: Amphibia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/56x-zyj-b1n
title: †Thamnasteria geometrica (Goldfuss, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/870-asv-zay
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rfx-kaw-f2f
title: Galemys Kaup, 1829

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x22-myb-1sn
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5gl-eaa-jj8
title: †Ammonoidea

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sfk-wzt-q0w
title: Diptera

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fn9-xv2-xj9
title: Diptera

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25549/usctheses-ouc11399li2z
title: Tailoring the Thermal Stability of Fe-based Coatings through Designed Interfaces and Amorphous States
DOI: 10.3535/rxd-mcb-rwp
title: †Fusulina Fischer de Waldheim, 1829

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tt7-zjk-1r0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/25a-btx-24k
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hms-l7e-p05
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7qn-zkm-vf2
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/frs-0c8-lcx
title: Neocomites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ttb-gph-52n
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/17y-4x1-83k
title: Erycites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c3w-81c-32p
title: Acadoparadoxides

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4em-ykl-0ml
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a3j-7ke-5b9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qfr-606-l82
title: Talpa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vp2-vx5-31c
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a9v-mjb-g05
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fsy-a04-spv
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.18112/openneuro.ds004572.v1.3.1
title: OTKA PLB-HYP Study1
DOI: 10.3535/bew-p59-f3a
title: Arthropoda

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/he1-krq-k7j
title: Ammonites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25549/usctheses-ouc11399li31
title: Advancing PBPK Predictions of CYP1A2-Mediated DDIs: The Role of Hepatic Sequestration in Neuropharmacotherapy
DOI: 10.3535/7dt-n79-43q
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/axx-kbx-9m4
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kf8-lbm-yv3
title: Cervus elaphus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4vd-wrm-qvm
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bc8-8qm-1p7
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3je-tl2-7j0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xhv-hlx-78y
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jlp-nvw-7cl
title: Spirobranchus lima (Grube, 1862)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nnx-3xk-l9n
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0pz-pay-vjz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4kk-0en-gv2
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aj8-yjk-pf9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wdp-6dw-cg0
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nrs-l37-727
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pz0-7jq-0x3
title: Phacops

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25549/usctheses-ouc11399li2x
title: Targeting the NICDâ€“TBC1D15â€“FIS1 Axis and Mitochondrial Translocation Pathways in Hepatocellular Carcinoma Stemness
DOI: 10.3535/05s-zps-lkq
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/764-ygk-2s5
title: †Exogyra Say, 1820

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dc4-y7r-40q
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jk5-gr2-aw1
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lhm-mpn-ph5
title: Pholadomya G. B. Sowerby I, 1823

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25921/4aw6-mh63
title: NOAA/WDS Paleoclimatology - Solomina - Tolstik Cape - B75S - PISY - ITRDB RUS322

description: The data set presented represents 15 years of collection. It contains tree-ring width measurements from 64 sites of living trees and ten historical chronologies based on archaeological and construction wood up to year 572 CE, altogether 2909 tree-ring series and more than 450000 measured and cross-dated tree rings. It covers the vast territory of European Russia, including its forested northern and central parts, and the Northern Caucasus mountains. The potential use of these data include climatic reconstructions of regional and hemispheric scale, dendrochronological dating of historical and cultural wood, ecological and remote sensing studies.
description: Site information: on the way to cape Tolstik (young and middle-aged pines) NOAA Template Raw Measurements file added 2022-05-31.
DOI: 10.25921/4n62-5t59
title: NOAA/WDS Paleoclimatology - Solomina - Zhigulevskiy Preserve Strelnaya - T07S - PISY - ITRDB RUS364

description: The data set presented represents 15 years of collection. It contains tree-ring width measurements from 64 sites of living trees and ten historical chronologies based on archaeological and construction wood up to year 572 CE, altogether 2909 tree-ring series and more than 450000 measured and cross-dated tree rings. It covers the vast territory of European Russia, including its forested northern and central parts, and the Northern Caucasus mountains. The potential use of these data include climatic reconstructions of regional and hemispheric scale, dendrochronological dating of historical and cultural wood, ecological and remote sensing studies.
description: Site information: Ziguly national reserve, broadleaf-pine and pine forests on carbonate and gray soils. Due to the high fracturing of limestone rocks on the territory of the reserve there are no permanent streams. The cite locates on the western slope of Strelnaya hill NOAA Template Raw Measurements file added 2022-05-31.
DOI: 10.25921/480j-hq17
title: NOAA/WDS Paleoclimatology - Chaparro - INPA Parket ltda. Concession - CEMC - ITRDB BOL017

description: A seasonal period of water deficit characterizes tropical dry forests (TDFs). There, sympatric tree species exhibit a diversity of growth rates, functional traits, and responses to drought, suggesting that each species may possess different strategies to grow under different conditions of water availability. The evaluation of the long-term growth responses to changes in the soil water balance should provide an understanding of how and when coexisting tree species respond to water deficit in TDFs. Furthermore, such differential growth responses may be linked to functional traits related to water storage and conductance. We used dendrochronology and climate data to retrospectively assess how the radial growth of seven coexisting deciduous tree species responded to the seasonal soil water balance in a Bolivian TDF. Linear mixed-effects models were used to quantify the relationships between basal area increment and seasonal water balance. We related these relationships with wood density and sapwood production to assess if they affect the growth responses to climate. The growth of all species responded positively to water balance during the wet season, but such responses differed among species as a function of their wood density. For instance, species with a strong growth response to water availability averaged a low wood density which may facilitate the storage of water in the stem. By contrast, species with very dense wood were those whose growth was less sensitive to water availability. Coexisting tree species thus show differential growth responses to changes in soil water balance during the wet season. Our findings also provide a link between wood density, a trait related to the ability of trees to store water in the stem, and wood formation in response to water availability.
description:  Rings were dated according to the Southern Hemisphere convention of assigning the year based on when ring formation began (Schulman, 1956). NOAA Template Raw Measurements file added 2022-04-04.
DOI: 10.25921/4138-hj97
title: NOAA/WDS Paleoclimatology - Sass-Klaassen - Menagesha-Suba - JUPC - ITRDB ETH005

description: Tree ring data from the International Tree Ring Data Bank and World Data Center for Paleoclimatology archives.  Most data sets include raw treering measurements (most are annual ring width, with some collections of earlywood or latewood width or wood density), plus chronologies (standardized growth indices for a site compiled from multiple treering samples). Reconstructions of climate variables are included with some of these data sets.  Each data type is stored in a separate data file; the data type is coded into the file name. For details please see: http://www.ncdc.noaa.gov/paleo/treeinfo.htmll
description: NOAA Template Raw Measurements file added 2022-04-04.
DOI: 10.25921/4kpp-5998
title: NOAA/WDS Paleoclimatology - Age model, biogenic opal contents and sedimentary U/Th for the last 150 ka at sites J1002 and J1007, Chilean Margin

description: Sediment cores recently collected from the Chilean Margin during D/V JOIDES Resolution Expedition 379T (JR100) document variability in shipboard-generated records of the green/blue (G/B) ratio. These changes show a strong coherence with benthic foraminiferal d 18O, Antarctic ice core records, and sediment lithology (e.g., higher diatom abundances in greener sediment intervals), suggesting a climate-related control on the G/B. Here, we test the utility of G/B as a proxy for diatom productivity at Sites J1002 and J1007 by calibrating G/B to measured biogenic opal. Strong exponential correlations between measured opal% and the G/B were found at both sites. We use the empirical regressions to generate high-resolution records of opal contents (opal%) on the Chilean Margin. Higher productivity tends to result in more reducing sedimentary conditions. Redox-sensitive sedimentary U/Th generally co-varies with the reconstructed opal% at both sites, supporting the association between sediment color, sedimentary U/Th, and productivity. Lastly, we calculated opal mass accumulation rate (MAR) at Site J1007 over the last ~150,000 years. The G/B-derived opal MAR record from Site J1007 largely tracks existing records derived from traditional wet-alkaline digestion from the south and eastern equatorial Pacific (EEP) Ocean, with a common opal flux peak at ~50 ka suggesting that increased diatom productivity in the EEP was likely driven by enhanced nutrient supply from the Southern Ocean rather than dust inputs as previously suggested. Collectively, our results identify the G/B ratio as a useful tool with the potential to generate reliable, high-resolution paleoceanographic records that circumvent the traditionally laborious methodology.