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

description: A dataset containing 842 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lolium multiflorum x perenne, Lolium hybridum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 842 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015908-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18490163
title: PathTIGR: A pathway topology-informed graph representation learning framework for immunotherapy response prediction
DOI: 10.15468/dl.2ag4g4
title: Occurrence Download

description: A dataset containing 1099217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "HasCoordinate is true",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2014",
 "Geometry POLYGON((-25.0 64.0, 45.0 64.0, 45.0 69.0, -25.0 69.0, -25.0 64.0))"
 ]
}

 The dataset includes 1099217 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015878-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfscnx
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.2_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Paradoxornis heudei",
 "Year is 2022"
 ]
}

 The dataset includes 59 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015910-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hf46zk
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "Geometry POLYGON((75 11,77 11,77 13,75 13,75 11))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Naja naja"
 ]
}

 The dataset includes 50 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015911-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18496863
title: Dataset_Mechanisms of vesicle evolution in the fusion crust of the Martian meteorite NWA 10645

description: Data 1 consists of a virtual slice image sequence of the fusion crust of the Martian meteorite NWA 10645 reconstructed from micro-CT data at a voxel resolution of 1.5 µm. The images are provided in TIFF format and represent the reconstructed three-dimensional micro-CT volume of the sample.Data2  contains vesicle size and morphological parameters of the fusion crust of the Martian meteorite NWA 10645 derived from three-dimensional quantitative analysis of micro-CT data using Dragonfly software. The dataset includes a total of 8,645 vesicles with measured parameters including vesicle volume, equivalent radius, and aspect ratio.
DOI: 10.5281/zenodo.18496864
title: Dataset_Mechanisms of vesicle evolution in the fusion crust of the Martian meteorite NWA 10645

description: Data 1 consists of a virtual slice image sequence of the fusion crust of the Martian meteorite NWA 10645 reconstructed from micro-CT data at a voxel resolution of 1.5 µm. The images are provided in TIFF format and represent the reconstructed three-dimensional micro-CT volume of the sample.Data2  contains vesicle size and morphological parameters of the fusion crust of the Martian meteorite NWA 10645 derived from three-dimensional quantitative analysis of micro-CT data using Dragonfly software. The dataset includes a total of 8,645 vesicles with measured parameters including vesicle volume, equivalent radius, and aspect ratio.
DOI: 10.15468/dl.vnt3jn
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphandra natalia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 79 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015913-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18502502
title: EDL-GISNet: An Ensemble Deep Learning Framework for Spatial Identification and GIS-Based Assessment of Environmental Damage

description: EDL-GISNet: An Ensemble Deep Learning Framework for Spatial Identification and GIS-Based Assessment of Environmental Damage
DOI: 10.5281/zenodo.18502503
title: EDL-GISNet: An Ensemble Deep Learning Framework for Spatial Identification and GIS-Based Assessment of Environmental Damage

description: EDL-GISNet: An Ensemble Deep Learning Framework for Spatial Identification and GIS-Based Assessment of Environmental Damage
DOI: 10.15468/dl.mgkdwg
title: Occurrence Download

description: A dataset containing 9653 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lolium multiflorum, Lolium multiflorum, Lolium multiflorum, Lolium multiflorum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 9653 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015912-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/ewy4b
title: Metric Chronetic Theory Phase 7: Empirical Convergence and 19.41 Invariant Dynamics in Non-Dissipative Metric Media

description: Metric Chronetic Theory (MCT) Phase 7: Metric Impedance & Cosmological Validation advances the development of MCT by introducing and formalizing the concept of metric impedance as a chronetic property of structured vacuum media. This phase investigates how chronetic dynamics propagate through lattice‑constrained space‑time and evaluates whether metric impedance provides a measurable bridge between local chronetic behavior and large‑scale cosmological observations.

The project explores predicted signatures, validation pathways, and cross‑scale consistency tests that connect the MCT framework to empirical astrophysical and cosmological data. Phase 7 builds on earlier phases by shifting from theoretical construction and hardware specification toward model evaluation, observational alignment, and the identification of falsifiable predictions. The accompanying preprint contains the full technical development, derivations, and proposed validation strategies.
DOI: 10.15468/rwpw3u
title: Biodiversity occurrence records in Cheki 3, Bunia, Ituri, DRC

description: This dataset contains biodiversity occurrence records collected in Cheki 3, near Bunia, in Ituri Province, Democratic Republic of Congo. The data were gathered through direct field observations conducted by the ADE-CLIMATERRA team during routine activities in agroforestry areas and surrounding habitats. The dataset includes records of plants and animals, covering a wide range of taxonomic groups such as insects (e.g. butterflies, grasshoppers, flies, bees), plants (cultivated species and spontaneous vegetation), and selected vertebrates observed in the area.Observations were recorded opportunistically and are not the result of a systematic biodiversity survey. Each record is associated with a date and geographic coordinates, allowing spatial and temporal interpretation of species presence.
DOI: 10.5281/zenodo.18169295
title: Mathematical Formalization of the Helical Torsion Operator: Addressing Singularity at Infinity and Spectral Stability in the Riemann Zeta Function

description: This supplement provides a rigorous mathematical grounding forthe Helical Unification Theory. By defining the Helical Torsion Op-erator (Tˆ) within a self-organized Hamiltonian framework, we addressthe spectral origin of Riemann zeros and resolve the infinity singularitythrough Riemann Sphere compactification
DOI: 10.15468/dl.5sp3qq
title: Occurrence Download

description: A dataset containing 49012 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "HasCoordinate is true",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2014",
 "Geometry POLYGON((-25.0 69.0, 45.0 69.0, 45.0 72.0, -25.0 72.0, -25.0 69.0))"
 ]
}

 The dataset includes 49012 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015914-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dct5z5
title: Occurrence Download

description: A dataset containing 225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Archontophoenix alexandrae",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 225 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015916-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ju97f
title: Occurrence Download

description: A dataset containing 536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bungarus caeruleus"
 ]
}

 The dataset includes 536 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015918-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18502553
title: PathTIGR: A pathway topology-informed graph representation learning framework for immunotherapy response prediction
DOI: 10.15468/dl.p8ax34
title: Occurrence Download

description: A dataset containing 967 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dipus sagitta"
 ]
}

 The dataset includes 967 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015917-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18502551
title: ماهیت فوتونی مادٔه تاریک در رژیم هم چگال حجمی در چارچوب دینامیک دافعه حجمی پیوسته

description: مادٔه تاریک و فوتون از نظر ماهیت بنیادی هم‌ریشه اند و هر دو از انرژی گرمایی ناشی از همپوشانی ذرات انرژی تاریک سرچشمه میگیرند، با این تفاوت که فوتون در فاز کوانتیده و آزاد، و مادٔه تاریک در فاز اشباع‌شده و محبوس قرار دارد. این تمایز فازی میتواند به طور همزمان عدم برهمکنش فوتون و مادٔه تاریک، و پدیدٔه لنز گرانشی را بدون توسل به نیروی مستقیم توضیح دهد
DOI: 10.15468/dl.bgr3mp
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Areca mandacanii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015920-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmmruv
title: Occurrence Download

description: A dataset containing 84345 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, scientificname, decimallatitude, decimallongitude, eventdate, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= -28.773895969281842
 AND decimallatitude &lt;= -24.552553756517728
 AND decimallongitude &gt;= -54.13000888096006
 AND decimallongitude &lt;= -47.61041350707164
 AND GBIF_Within('POLYGON ((-47.610414 -28.773896, -47.610414 -24.552554, -54.130009 -24.552554, -54.130009 -28.773896, -47.610414 -28.773896))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 84345 records were derived from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015906-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.j00173.00031
title: TTSPD: A Multimodal Traffic Scene Perception Dataset Integrating Tire Data
title: TTSPD: 一种融合轮胎数据的多模态交通场景感知数据集

description: This dataset synchronously collects six types of tire sensor data, including radial acceleration, tire temperature, and tire pressure, during vehicle driving, as well as traffic scene image data covering four typical road surfaces and multiple meteorological conditions, including asphalt, cement, water accumulation, and damage. It provides a new data form for constructing a multimodal traffic scene perception and intelligent decision-making system under the constraint of vehicle grade computing power. To quote this data set, be sure to quote the literature (in typesetting):See: https://jeit.ac.cn/cn/article/doi/10.11999/JEIT260022
description: This dataset synchronously collects six types of tire sensor data, including radial acceleration, tire temperature, and tire pressure, during vehicle driving, as well as traffic scene image data covering four typical road surfaces and multiple meteorological conditions, including asphalt, cement, water accumulation, and damage. It provides a new data form for constructing a multimodal traffic scene perception and intelligent decision-making system under the constraint of vehicle grade computing power. To quote this data set, be sure to quote the literature (in typesetting):See: https://jeit.ac.cn/cn/article/doi/10.11999/JEIT260022
DOI: 10.15468/dl.t74zwp
title: Occurrence Download

description: A dataset containing 888 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asterogyne martiana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 888 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015922-260129131611470/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.31274626
title: The impact of initial depression and anxiety levels on symptom severity change during psychological treatment for common mental disorders: a systematic review

description: Depression and anxiety are highly comorbid conditions, which may impact treatment response. We intended to examine how depression and anxiety symptoms change during psychological interventions for adults and how the initial severity is associated with distinct trajectory classes. We identified papers examining longitudinal changes in depression and anxiety. Trajectory classes were grouped into responders, improvers and non-improvers. Narrative synthesis, alongside meta-analysis, was applied to explore the number and nature of classes, their associations with study characteristics and predictors of trajectory class membership. This study was pre-registered on International Prospective Register of Systematic Reviews (PROSPERO) (CRD42023393155), and the authors followed Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidance. We identified 18 papers, including 22 models with two to six classes. Responding and non-improving classes prevailed. Meta-regression revealed no characteristics associated with the proportion of these classes. Initial depression and anxiety levels predicted trajectory class membership for each other, but not always non-response. Unemployment, suicidality, social functioning impairment, treatment type and medication use predicted following non-responding trajectory. Our findings highlight the complex relationship between initial anxiety and depression severity and their changes during psychological interventions. They provide practitioners with insights into factors associated with non-response patterns of symptom change.
DOI: 10.6084/m9.figshare.31274626.v1
title: The impact of initial depression and anxiety levels on symptom severity change during psychological treatment for common mental disorders: a systematic review

description: Depression and anxiety are highly comorbid conditions, which may impact treatment response. We intended to examine how depression and anxiety symptoms change during psychological interventions for adults and how the initial severity is associated with distinct trajectory classes. We identified papers examining longitudinal changes in depression and anxiety. Trajectory classes were grouped into responders, improvers and non-improvers. Narrative synthesis, alongside meta-analysis, was applied to explore the number and nature of classes, their associations with study characteristics and predictors of trajectory class membership. This study was pre-registered on International Prospective Register of Systematic Reviews (PROSPERO) (CRD42023393155), and the authors followed Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidance. We identified 18 papers, including 22 models with two to six classes. Responding and non-improving classes prevailed. Meta-regression revealed no characteristics associated with the proportion of these classes. Initial depression and anxiety levels predicted trajectory class membership for each other, but not always non-response. Unemployment, suicidality, social functioning impairment, treatment type and medication use predicted following non-responding trajectory. Our findings highlight the complex relationship between initial anxiety and depression severity and their changes during psychological interventions. They provide practitioners with insights into factors associated with non-response patterns of symptom change.
DOI: 10.5281/zenodo.18502382
title: Ronald San Nicolas Farm (LiDAR) June 19 2025

description: This orthomosaic of Inalåhan, Guam was created from 148 images taken on June 19 2025, at 150ft AGL, with a DJI Matrice 350 . The mission was planned using the DJI Pilot application and post-processed using DJI Terra.

This project was made possible through funding by the following grant(s): NACD (Award No. HQ00342020012).
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization. All drone imagery was obtained in accordance with FAA guidelines and applicable local laws, with all necessary authorizations secured to ensure safe and legal operation.

The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.

By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer.

 

 

Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.5281/zenodo.18502104
title: qb Advance no load raw measurements
DOI: 10.5281/zenodo.18502105
title: qb Advance no load raw measurements
DOI: 10.15468/dl.ut9akq
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lydus trimaculatus"
 ]
}

 The dataset includes 182 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015923-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rt7rzm
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astrocaryum alatum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 127 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015924-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18502290
title: Functional molecular diversity governs the persistence of dissolved organic matter after permafrost collapse

description: This dataset contains DOM stability metrics, environmental variables, DOM traits, diversity, microbial features, and DOM-microbe interactions from collapsed and non-collapsed sites.
DOI: 10.5281/zenodo.18502291
title: Functional molecular diversity governs the persistence of dissolved organic matter after permafrost collapse

description: This dataset contains DOM stability metrics, environmental variables, DOM traits, diversity, microbial features, and DOM-microbe interactions from collapsed and non-collapsed sites.
DOI: 10.5281/zenodo.18502588
title: The Influence of FOMO on Consumers Purchase Intention During Livestreaming E-commerce
DOI: 10.48668/dyb2te
title: Interview excerpts of the study titled 'How mindfulness-based intervention alleviates loneliness among older adults: Insights from lived experience and attitudes – A qualitative study'

description: Interview excerpts of the study titled 'How mindfulness-based intervention alleviates loneliness among older adults: Insights from lived experience and attitudes – A qualitative study'
DOI: 10.15468/dl.ewgehx
title: Occurrence Download

description: A dataset containing 354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Attalea butyracea",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 354 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015925-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18502589
title: The Influence of FOMO on Consumers Purchase Intention During Livestreaming E-commerce