cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18628731
title: A curated list of computational tools, databases, and software for metabolomics research published between 2021-2025.

description: Methodology


We compiled this comprehensive list of computational tools and databases through a systematic approach. We began with manual curation of published metabolomics resources starting in 2021, building upon our prior review efforts (Misra, 2021; Misra and van der Hooft, 2015). To ensure complete coverage and minimize gaps, we subsequently employed three complementary strategies:



Computational screening: Used AI-assisted tools and Google Scholar to identify emerging metabolomics software and databases across the 2021–2025 period

Literature review: Systematically examined citations and references in recent comprehensive metabolomics reviews for each functional category

Field experts: Reviewed our compilation with domain experts across different metabolomics subdisciplines


Details at https://github.com/enveda/computational-metabolomics-review/
DOI: 10.5281/zenodo.18628568
title: Pronounced Interannual Abyssal Temperature Variability in the Philippine Basin and its Impact on Trend Estimation

description: This dataset contains repeated hydrographic observations along the 130°E section (130E0_Potential_temperature_raw_data.mat and Readme.txt) and transport data observed by the mooring at the Kyushu-Palau Ridge (Mooring data.xlsx). It is supplementary of the paper "Pronounced Interannual Abyssal Temperature Variability in the Philippine Basin and its Impact on Trend Estimation" submitted to the Geophysical Research Letters. Please let me know if you need any more information.
DOI: 10.5281/zenodo.18628569
title: Pronounced Interannual Abyssal Temperature Variability in the Philippine Basin and its Impact on Trend Estimation

description: This dataset contains repeated hydrographic observations along the 130°E section (130E0_Potential_temperature_raw_data.mat and Readme.txt) and transport data observed by the mooring at the Kyushu-Palau Ridge (Mooring data.xlsx). It is supplementary of the paper "Pronounced Interannual Abyssal Temperature Variability in the Philippine Basin and its Impact on Trend Estimation" submitted to the Geophysical Research Letters. Please let me know if you need any more information.
DOI: 10.15468/dl.h526v9
title: Occurrence Download

description: A dataset containing 1898 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nephroma arcticum",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 1898 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014549-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wv86cn
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gardenia brighamii",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 22 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014550-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syr9xr
title: Occurrence Download

description: A dataset containing 1358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nephroma resupinatum",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 1358 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014551-260208012135463/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/14826088
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.15468/dl.vj2kuk
title: Occurrence Download

description: A dataset containing 653 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kadua affinis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 653 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014552-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2fzs4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Torreya grandis"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014553-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57724/jci_20250221_popeye2_co2
title: POPEYE2: air CO2 concentration at soil level over byrophyte community in the viccinities of "Juan Carlos I" research station, summer 2025
DOI: 10.6084/m9.figshare.31323931
title: <b>Slope displacement simulation data under different rainfall conditions</b>

description: <b>This dataset is a simulated displacement dataset based on real slope parameters, and we have anonymized the coordinates of each pixel.</b>
DOI: 10.6084/m9.figshare.31323931.v1
title: 不同降雨条件下的边坡形变模拟数据

description: 该数据集为基于真实边坡参数的模拟位移数据集，我们在X和Y坐标上做了隐私化处理。
DOI: 10.6084/m9.figshare.31323931.v2
title: <b>Slope displacement simulation data under different rainfall conditions</b>

description: <b>This dataset is a simulated displacement dataset based on real slope parameters, and we have anonymized the coordinates of each pixel.</b>
DOI: 10.15468/dl.znc488
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nephroma helveticum",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014554-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hrujbw
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neraudia angulata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014555-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1285/i24212113v12i1_1p1
title: Engaging reflexice decolonial practices in community psychology inquiry and education
DOI: 10.15468/dl.wwfx48
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Abies chensiensis"
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014556-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1285/i24212113v12i1_1p19
title: Learning through messy attempts at heart-centered reflective praxis

description: This article wrestles with the question, How can solidarity work be about the settler and not about the settler at the same time (D'Arcangelis, 2015, p. 268)? The author is a non-Indigenous psychotherapist by training who works with diasporic Maya peoples living in the United States. While confronting state persecution and terror with displaced Maya communities, I grappled with the ways in which my position as a Western-trained social worker contributes to the oppression at the heart of Maya peoples' struggles. Within efforts toward coalition building and world-traveling (Lugones, 2003), a paradox develops in which one's positionality must be interrogated but not centered so that colonial dynamics can be dismantled and Indigenous voices made principal. In this paper, I attempt to make visible the ways in which relational accountability provoked both rupture and growth toward more responsible solidarity work. I do so through the lens of two personal experiences in which interpersonal nuances reflected the larger structural dynamics of colonial dehumanization. I offer what I learned about messy heart-centered work in scholar-activism. By doing so, I add to discourse on how feeling and affect impact political efficacy. The Maya communities with whom I worked offered lessons for aspiring non-Indigenous allies who seek to build a better world which supports the flourishing of Indigenous peoples.
DOI: 10.34740/kaggle/dsv/14826121
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.5281/zenodo.18608219
title: Inter-row flowering strips enhance pest suppression and improve tree physiological performance in pine nurseries

description: Arthropod abundances for analyses:

This dataset contains abundance metrics (Abundance) of different trophic groups (Trophic group) of arthropod invertebrates (predators, herbivores, omnivores). It also includes taxonomic information (Taxonomy), species/type identification (Species/type), locality number (Locality), tree number (Tree.number; for arthropods collected by beating from tree canopies), and inter-row management type (Management). For herbivores, additional information is provided on feeding strategy (Feeding mode guild) and host specialization (Host-association guild).The dataset consists of two separate sheets: one containing arthropods collected by beating and the other containing arthropods collected by sweeping.

Vitality indicators for analyses.xlsx:

This dataset contains selected tree vitality indicator metrics, specifically relative chlorophyll content (SPAD index), linear electron flow (LEF), non-photochemical quenching equivalent (NPQt), and the amount of photosynthetically active radiation (PAR). For each measurement, the dataset also includes tree number, row (Locality), inter-row management type (Management), and month of measurement. The second sheet contains data on dry needle biomass (Biomass, g) and damage (%) for individual trees (Tree.number), including information on row (Locality) and inter-row management type (Management).

Arthropod abundances analyses.R:

This R script was used for model fitting and plotting. For each invertebrate group (spiders, insect predators, all herbivores, sap-suckers, chewers, and omnivores), we fitted a model testing the relationship between the abundance of the respective invertebrate group and inter-row management type. Models were fitted separately for tree canopies and for inter-rows. The script reports the best-fitting model for each case, selected based on AIC comparison.

Vitality analyses.R:

This R script was used for model fitting and plotting of selected vitality indicators of pine trees. For SPAD, needle biomass, and needle damage, we fitted models testing the relationship between the respective indicator and inter-row management type. For LEF and NPQt, we tested how the relationship between the vitality indicator and the amount of photosynthetically active radiation (PAR) was influenced by inter-row management type. The script reports the best-fitting models, selected based on AIC comparison.
DOI: 10.5281/zenodo.18608220
title: Inter-row flowering strips enhance pest suppression and improve tree physiological performance in pine nurseries

description: Arthropod abundances for analyses:

This dataset contains abundance metrics (Abundance) of different trophic groups (Trophic group) of arthropod invertebrates (predators, herbivores, omnivores). It also includes taxonomic information (Taxonomy), species/type identification (Species/type), locality number (Locality), tree number (Tree.number; for arthropods collected by beating from tree canopies), and inter-row management type (Management). For herbivores, additional information is provided on feeding strategy (Feeding mode guild) and host specialization (Host-association guild).The dataset consists of two separate sheets: one containing arthropods collected by beating and the other containing arthropods collected by sweeping.

Vitality indicators for analyses.xlsx:

This dataset contains selected tree vitality indicator metrics, specifically relative chlorophyll content (SPAD index), linear electron flow (LEF), non-photochemical quenching equivalent (NPQt), and the amount of photosynthetically active radiation (PAR). For each measurement, the dataset also includes tree number, row (Locality), inter-row management type (Management), and month of measurement. The second sheet contains data on dry needle biomass (Biomass, g) and damage (%) for individual trees (Tree.number), including information on row (Locality) and inter-row management type (Management).

Arthropod abundances analyses.R:

This R script was used for model fitting and plotting. For each invertebrate group (spiders, insect predators, all herbivores, sap-suckers, chewers, and omnivores), we fitted a model testing the relationship between the abundance of the respective invertebrate group and inter-row management type. Models were fitted separately for tree canopies and for inter-rows. The script reports the best-fitting model for each case, selected based on AIC comparison.

Vitality analyses.R:

This R script was used for model fitting and plotting of selected vitality indicators of pine trees. For SPAD, needle biomass, and needle damage, we fitted models testing the relationship between the respective indicator and inter-row management type. For LEF and NPQt, we tested how the relationship between the vitality indicator and the amount of photosynthetically active radiation (PAR) was influenced by inter-row management type. The script reports the best-fitting models, selected based on AIC comparison.
DOI: 10.1285/i24212113v12i1_1p35
title: Using critical reflexivity to decolonise community research: Listening to the voices of mothers navigating an early childhood support system in Chile

description: Community psychology has advanced in questioning the colonial biases embedded in its practices—biases that continue to reproduce power inequalities between the Global North and the Global South and impose specific notions of identity and the self. However, further methodological guidance is still needed to operationalize research that challenges the hegemony of Western knowledge and colonial ways of thinking, while offering alternative approaches for the co-production of knowledge committed to social change in favor of oppressed and marginalized groups. This study contributes to this effort through a first-person account of the researcher's embodied experience during a 15-month follow-up of a low-income mother classified as high psychosocial risk and a user of the Chile Grows with You (ChGY) system. A narrative autoethnographic strategy is employed to analyze how the reflexive strategies adopted shaped the research process and outcomes. The findings reveal that critical reflexivity enabled the researcher to recognize and overcome individualistic biases, integrate an ecological and situated understanding of motherhood in contexts of oppression, and transform their role toward ethical psychosocial accompaniment aligned with the principles of critical community psychology. The study underscores the importance of training reflexive researchers and promoting contextualized epistemologies that make visible power dynamics and oppression in work with marginalized communities.
DOI: 10.15468/dl.vapdfb
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nephroma tropicum",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014557-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57724/jci_20250221_popeye2_acs
title: POPEYE2: Complex algae communities in Antarctic snow in the vicinity of the "Juan Carlos I" research station, summer 2025
DOI: 10.15468/dl.sgceea
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Touchardia latifolia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 134 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014558-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1285/i24212113v12i1_1p86
title: Embodying decoloniality within community psychology research and evaluation practices

description: Community Psychology (CP) reflects diverse approaches and practices, yet many approaches continue to reproduce colonial assumptions about what constitutes valid knowledge. As Community Psychologists working in Canada, Egypt, México, and the United States, we have navigated these tensions across our professional journeys. Drawing from our distinct contexts and lived experiences, we offer a reflexive, collaborative case study examining how colonial logics shape how we approach our research and practice, and how we attempt to work differently within (and despite) existing constraints. Our reflections interrogate our understanding of decoloniality, practices and approaches we use to embody it, why we use them, and the challenges of reconciling with embodied, intuitive, relational, and community-centered ways of knowing, being, and doing. Individually, Aaron Stewart is configuring how to work within conventional academic and evaluative paradigms while simultaneously creating space for community-rooted ways of strengthening local social ecologies; Salma explores the intersections between different organizational forms and social change, as well as more holistic and regenerative pathways to change; and Cari centers love, kindness, and stories as evaluative practice. Through individual and collective reflection, we trace the doubts, disruptions, and adaptations involved in delinking from dominant epistemologies embedded in the Colonial Matrix of Power. We discuss emerging practices that cultivate relational accountability, center community wisdom, and foster cultures of love, kindness, and systemic change.
DOI: 10.1285/i24212113v12i1_1p108
title: Decolonizing the discipline: A critical discourse analysis of the psychology curriculum at Zayed University

description: This study explores how colonial discourse is reproduced, resisted, or reimagined within the psychology curriculum at Zayed University, using Fairclough's Critical Discourse Analysis within a critical theory paradigm. As higher education in Arab and other non-Western regions continues to rely on Western-centric models of knowledge, psychology, rooted in Euro-American epistemologies, offers a particularly relevant site of inquiry. Guided by Fairclough's three-dimensional framework, the research unfolds in three phases. Phase 1 involved a textual analysis of course syllabi and textbooks to identify patterns of epistemic dominance, theoretical exclusions, and the framing of psychological knowledge. Phase 2 used reflexive narratives written by the authors, three student-researchers, to examine how institutional discourse is internalized or challenged. Phase 3 extended the analysis into applied settings through semi-structured interviews with seven recent graduates working or interning in the field. Findings reveal a persistent privileging of Western theories, limited cultural representation, and varying levels of student and graduate resistance. This study also highlights the significance of researcher positionality, particularly when insiders conduct critical work within their institutions. This research calls for a more inclusive, context-sensitive psychology curriculum in the UAE, one that centers local epistemologies, supports collective well-being, and moves away from universalist assumptions.