cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2pcj7v
title: CCDC 2483727: Experimental Crystal Structure Determination

description: Related Article: Tsholofelo S. Nthehang, Ibrahim Waziri, Tunde L. Yusuf, Samson O. Oselusi, Alfred J. Muller|2026|J.Mol.Struct.|1352||doi:10.1016/j.molstruc.2025.144508
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pvrbn
title: CCDC 2498362: Experimental Crystal Structure Determination

description: Related Article: wenlei Zhang, Jinpeng Li|2025|Inorg.Chim.Acta|533|1|doi:10.1016/j.solidstatesciences.2025
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.fxun88
title: Occurrence Download

description: A dataset containing 3605 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Fossil, Specimen)",
 "DatasetKey is one of (Fossil and Subfossil Mammal Collection, AMNH Mammal Collections, The mammals collection (ZM) of the Muséum national d'Histoire naturelle (MNHN - Paris), NHMD Quaternary Zoology Collection, NMNH Extant Specimen Records (USNM, US), Naturalis Biodiversity Center (NL) - Paleontology, Museum of Comparative Zoology, Harvard University)",
 "TaxonKey is Canis familiaris"
 ]
}

 The dataset includes 3605 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004924-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3hnv9
title: Occurrence Download

description: A dataset containing 1416 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Country is Sweden",
 "GadmGid is SWE",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anemonoides nemorosa"
 ]
}

 The dataset includes 1416 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004927-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aesjac
title: Occurrence Download

description: A dataset containing 31829 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Country is Sweden",
 "GadmGid is SWE",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Actaea spicata"
 ]
}

 The dataset includes 31829 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004919-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kznb7b
title: Occurrence Download

description: A dataset containing 57972 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycorma delicatula"
 ]
}

 The dataset includes 57972 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004896-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uyexuh
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004926-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5e4gey
title: Occurrence Download

description: A dataset containing 3965 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salix bicolor"
 ]
}

 The dataset includes 3965 records from 200 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004925-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5g6t9
title: Occurrence Download

description: A dataset containing 998619 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((18.229776657356858 -33.98521916044138, 18.683050572888995 -33.98521916044138, 18.683050572888995 -33.60678351661085, 18.229776657356858 -33.60678351661085, 18.229776657356858 -33.98521916044138))"
 ]
}

 The dataset includes 998619 records from 436 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004889-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18340182
title: My new project
DOI: 10.5281/zenodo.18340183
title: My new project
DOI: 10.15468/3sckuk
title: FORMICA_LEPIDOPTERA - Lepidoptera along edge-to-core transects in open and dense forests in the framework of the Forest Microclimate Assessment (FORMICA) project

description: FORMICA_LEPIDOPTERA is a sampling event dataset published by Ghent University. It contains information on 128 sampling events with 1595 validated occurrences of macro-moths in 2020. It contains information on 128 sampling events with 1595 validated occurrences of macro-moths in 2020. This dataset originates from research conducted by Vangansbeke et al. (2025), which investigated the influence of canopy structure and edge-to-interior gradients on macro-moth communities in Belgium and northern France. Light traps were employed for data collection. The study revealed lower moth abundance and species richness at forest edges, and reduced moth populations in open forest stands compared to closed stands. These findings highlight the critical role of functional forest interior habitats and structurally complex, relatively undisturbed forests for moth conservation.
Issues with the dataset can be reported at https://github.com/inbo/fornalab-datasets/issues.We have released this dataset to the public domain under a Creative Commons Zero waiver. If you have any questions regarding this dataset, don't hesitate to contact us via the contact information provided in the metadata.This sampling took place in the framework of the Forest Microclimate Assessment (&lt;a href="https://formica.ugent.be/"&gt;FORMICA&lt;/a&gt;) project and was funded by the European Research Council (ERC Starting Grant FORMICA 757833). This dataset was published with technical support provided by the Research Institute for Nature and Forest (INBO).
DOI: 10.5281/zenodo.18340160
title: Syntactico-semantic shifts triggered by preverbation in Classical Greek
DOI: 10.5281/zenodo.18340161
title: Syntactico-semantic shifts triggered by preverbation in Classical Greek
DOI: 10.15468/dl.v4wxr2
title: Occurrence Download

description: A dataset containing 1426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Scinax x-signatus"
 ]
}

 The dataset includes 1426 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004932-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/nbsd-xb42
title: "Laparoscopic Camera Navigation Maze"

description: "This data includes 6-DOF trajectory data from 67 participants completing a maze-based laparoscopic camera navigation assessment.  "
DOI: 10.5281/zenodo.18340079
title: Somatic Fertilization as a Mechanism of Malignant Transformation

description: Malignant transformation is traditionally understood as the cumulative result of genetic instability, environmental insults, and dysregulated cellular signaling. This article revisits a conceptual model first proposed in 1975, suggesting that carcinogenic stress may induce meiotic like events in somatic cells, producing haploid products that subsequently fuse to form a diploid cell with altered developmental potential (1). Modern findings now show that many cancers activate germ cell programs, may undergo spontaneous cell fusion, and adopt metabolic and transcriptional features characteristic of early embryonic development. These parallels suggest that malignant growth may represent a misdirected form of embryogenesis occurring in tissues unable to provide the regulatory cues required for orderly development. By integrating historical insight with contemporary evidence, this article presents a unified framework linking meiotic activation, somatic cell fusion, and embryonic like behavior in the etiology of cancer. This perspective invites renewed examination of malignant transformation through the lens of developmental biology, evolutionary logic, and cellular energetics.
DOI: 10.5281/zenodo.18340080
title: Somatic Fertilization as a Mechanism of Malignant Transformation

description: Malignant transformation is traditionally understood as the cumulative result of genetic instability, environmental insults, and dysregulated cellular signaling. This article revisits a conceptual model first proposed in 1975, suggesting that carcinogenic stress may induce meiotic like events in somatic cells, producing haploid products that subsequently fuse to form a diploid cell with altered developmental potential (1). Modern findings now show that many cancers activate germ cell programs, may undergo spontaneous cell fusion, and adopt metabolic and transcriptional features characteristic of early embryonic development. These parallels suggest that malignant growth may represent a misdirected form of embryogenesis occurring in tissues unable to provide the regulatory cues required for orderly development. By integrating historical insight with contemporary evidence, this article presents a unified framework linking meiotic activation, somatic cell fusion, and embryonic like behavior in the etiology of cancer. This perspective invites renewed examination of malignant transformation through the lens of developmental biology, evolutionary logic, and cellular energetics.
DOI: 10.6084/m9.figshare.28996592
title: Robust and Efficient Confidence Limits for Phylogenomic Inference of Organismal Relationships

description: Robust and Efficient Confidence Limits for Phylogenomic Inference of Organismal Relationships
DOI: 10.6084/m9.figshare.28996592.v1
title: Robust and Efficient Confidence Limits for Phylogenomic Inference of Organismal Relationships

description: Robust and Efficient Confidence Limits for Phylogenomic Inference of Organismal Relationships
DOI: 10.5281/zenodo.18340205
title: A Mathematical Framework for Enhanced Cancer Eradication Using DNBT-CureX Nanocomplex: Integrating Nanotechnology, siRNA, and STING Agonists with Advanced Modeling

description: This conceptual paper presents a rigorous mathematical framework for DNBT-CureX, a hypothetical nanocomplex designed to achieve asymptotic tumor extinction incancer by integrating doxorubicin, siRNA, and STING agonists within a nanoparticledelivery system. Drawing from pharmacodynamics, pharmacokinetics, gene expressiondynamics, and immuno-oncology, the model employs a system of ordinary differen-tial equations (ODEs) to describe drug distribution, release, cellular interactions, andtumor eradication. Enhancements include detailed toxicity modeling for healthy cells,drug resistance dynamics mitigated by siRNA, nanoparticle clearance by the reticuloen-dothelial system (RES), detailed modeling of cancer stem cells (CSCs) with expandeddynamics including quiescence and niche interactions, refined immune response mod-eling with expanded details on specific immune cells (e.g., macrophages Mϕ, NK cellsNK, dendritic cells DC, CD4+ helper T cells T h, CD8+ cytotoxic T cells T c, andB cells B for antibody production), specific adaptations for immunity in solid tumorswith hypoxia-induced suppression, modeling of hematological tumors, and a section forbrain tumors considering the blood-brain barrier (BBB) and glioma-specific dynamics.We derive analytical approximations, perform numerical simulations using Python, andincorporate sensitivity analysis, quantitative statistics, Bayesian inference, uncertaintyquantification, and falsifiability assessments. Supported by real-world data analogiesfrom literature and reproducible code, the framework demonstrates asymptotic tumorextinction under optimized parameters while preserving healthy tissue. While theoreti-cal, this model provides a blueprint for future empirical validation in nanomedicine andprecision oncology.
DOI: 10.5281/zenodo.18340206
title: A Mathematical Framework for Enhanced Cancer Eradication Using DNBT-CureX Nanocomplex: Integrating Nanotechnology, siRNA, and STING Agonists with Advanced Modeling

description: This conceptual paper presents a rigorous mathematical framework for DNBT-CureX, a hypothetical nanocomplex designed to achieve asymptotic tumor extinction incancer by integrating doxorubicin, siRNA, and STING agonists within a nanoparticledelivery system. Drawing from pharmacodynamics, pharmacokinetics, gene expressiondynamics, and immuno-oncology, the model employs a system of ordinary differen-tial equations (ODEs) to describe drug distribution, release, cellular interactions, andtumor eradication. Enhancements include detailed toxicity modeling for healthy cells,drug resistance dynamics mitigated by siRNA, nanoparticle clearance by the reticuloen-dothelial system (RES), detailed modeling of cancer stem cells (CSCs) with expandeddynamics including quiescence and niche interactions, refined immune response mod-eling with expanded details on specific immune cells (e.g., macrophages Mϕ, NK cellsNK, dendritic cells DC, CD4+ helper T cells T h, CD8+ cytotoxic T cells T c, andB cells B for antibody production), specific adaptations for immunity in solid tumorswith hypoxia-induced suppression, modeling of hematological tumors, and a section forbrain tumors considering the blood-brain barrier (BBB) and glioma-specific dynamics.We derive analytical approximations, perform numerical simulations using Python, andincorporate sensitivity analysis, quantitative statistics, Bayesian inference, uncertaintyquantification, and falsifiability assessments. Supported by real-world data analogiesfrom literature and reproducible code, the framework demonstrates asymptotic tumorextinction under optimized parameters while preserving healthy tissue. While theoreti-cal, this model provides a blueprint for future empirical validation in nanomedicine andprecision oncology.
DOI: 10.5281/zenodo.18069759
title: Algorithmic Contestability Cases Database

description: Supplementary dataset for "Beyond Explanation: A Case for Evidentiary Rights in Algorithmic Accountability" (FAccT '25). Contains 174 legal cases, regulatory actions, and administrative proceedings involving algorithmic decision-making systems across six domains: Employment, Housing, Healthcare, Criminal Justice, Government Benefits, and Credit/Consumer.
DOI: 10.5281/zenodo.18069760
title: Algorithmic Contestability Cases Database

description: Supplementary dataset for "Beyond Explanation: A Case for Evidentiary Rights in Algorithmic Accountability" (FAccT '25). Contains 174 legal cases, regulatory actions, and administrative proceedings involving algorithmic decision-making systems across six domains: Employment, Housing, Healthcare, Criminal Justice, Government Benefits, and Credit/Consumer.
DOI: 10.5066/p1gkkc5c
title: Aquaculture and irrigation water-use model (AIWUM) version 1.1 estimates and related datasets for the Mississippi Alluvial Plain, 2020–2023

description: This data release contains monthly and annual water-use estimates from the Aquaculture and Irrigation Water-Use Model (AIWUM) version 1.1 for the Mississippi Alluvial Plain (MAP) from 2020 to 2023. Aquaculture and irrigation estimates contained in this data release are representative of groundwater withdrawal for six different categories: aquaculture, cotton, corn, rice, soybeans, and all other crops. Contained in this data release are monthly and annual estimates by land-use category and monthly and annual total estimates. Monthly and annual totals are a summation of water use for aquaculture, cotton, corn, rice, soybeans, and all other crops, by month and by year. Also contained in this data release are lands permitted to withdraw groundwater from the Mississippi River Valley Alluvial Aquifer as well as flowmeter data from the Mississippi Department of Environmental Quality. Estimates are provided here in multiple forms: monthly estimates by use, monthly total estimates, annual estimates by use, annual total estimates, and total estimates by water year. All estimates are in units of in cubic meters per square kilometer.

Further details about this application of the AIWUM model can be found in the related primary publication. The primary publication can be accessed through links in the related external resources section below. These data provide updates to the previously published AIWUM version 1.1 estimates for 2000 to 2019 in https://doi.org/10.5066/P9RGZOBZ, and AIWUM version 1.0 estimates for 1999 to 2017 in https://doi.org/10.5066/P9JMO9G4.
DOI: 10.5281/zenodo.18339798
title: INKLYUZIV TA'LIMDA AXBOROT TEXNOLOGIYALARIDAN FOYDALANISHNING PEDAGOGIK ASOSLARI

description: Mazkur ilmiy maqolada inklyuziv ta’lim jarayonida axborot texnologiyalaridan foydalanishning pedagogik asoslari kompleks tarzda tahlil qilinadi. Tadqiqotda raqamli texnologiyalarning imkoniyati cheklangan o‘quvchilar ta’lim sifati, o‘quv motivatsiyasi va ijtimoiy moslashuviga ta’siri o‘rganildi. Metodologik yondashuv sifatida pedagogik kuzatuv, taqqoslash, so‘rovnoma va statistik tahlil usullaridan foydalanildi. Tadqiqot natijalari axborot texnologiyalarining inklyuziv ta’limda individual yondashuvni ta’minlash, ta’limdagi tenglikni mustahkamlash hamda o‘quvchilarning mustaqil fikrlash ko‘nikmalarini rivojlantirishdagi ahamiyatini ko‘rsatdi. Maqolada olingan ilmiy xulosalar inklyuziv ta’lim amaliyotini takomillashtirish uchun pedagogik tavsiyalar bilan boyitilgan.
DOI: 10.5281/zenodo.18339797
title: INKLYUZIV TA'LIMDA AXBOROT TEXNOLOGIYALARIDAN FOYDALANISHNING PEDAGOGIK ASOSLARI

description: Mazkur ilmiy maqolada inklyuziv ta’lim jarayonida axborot texnologiyalaridan foydalanishning pedagogik asoslari kompleks tarzda tahlil qilinadi. Tadqiqotda raqamli texnologiyalarning imkoniyati cheklangan o‘quvchilar ta’lim sifati, o‘quv motivatsiyasi va ijtimoiy moslashuviga ta’siri o‘rganildi. Metodologik yondashuv sifatida pedagogik kuzatuv, taqqoslash, so‘rovnoma va statistik tahlil usullaridan foydalanildi. Tadqiqot natijalari axborot texnologiyalarining inklyuziv ta’limda individual yondashuvni ta’minlash, ta’limdagi tenglikni mustahkamlash hamda o‘quvchilarning mustaqil fikrlash ko‘nikmalarini rivojlantirishdagi ahamiyatini ko‘rsatdi. Maqolada olingan ilmiy xulosalar inklyuziv ta’lim amaliyotini takomillashtirish uchun pedagogik tavsiyalar bilan boyitilgan.
DOI: 10.15468/dl.y56afe
title: Occurrence Download

description: A dataset listing the 883 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.86275 47.80354,-1.78722 47.80354,-1.78722 47.83659,-1.86275 47.83659,-1.86275 47.80354))",
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862"
 ]
}

 The dataset's 883 records were derived from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004904-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48338/vu01-ph2k50
title: Responsiveness of the CALERA Research Sensor to heat-acclimation-induced reductions in rectal temperature.

description: Contains all raw and cleaned data used for analysis of the corresponding paper titled: "Responsiveness of the CALERA Research Sensor to heat-acclimation-induced reductions in rectal temperature". Only heat flux data is not published. Additionally, all scripts to clean and analyze data are in this data package.
DOI: 10.5281/zenodo.18340132
title: Processed InSAR deformation products and clustering/model-selection results for permafrost time-series analysis in the Qilian Mountains (2017–2023)

description: This dataset contains processed InSAR deformation products and derived results for permafrost deformation analysis in the Eastern Qilian Mountains (Menyuan area), China, covering 2017–2023. It includes ascending/descending LOS deformation time series (CSV), vertical (UD) and east–west (EW) deformation time series samples (CSV), PCA + K-means++ clustering outputs, and model-selection results based on multiple hypothesis testing using the B-method. Geographic coordinates are provided in WGS-84 (lon/lat), and grid coordinates (X/Y) are provided in a Gauss projection with central meridian 102°E.
DOI: 10.5281/zenodo.18340131
title: Processed InSAR deformation products and clustering/model-selection results for permafrost time-series analysis in the Qilian Mountains (2017–2023)

description: This dataset contains processed InSAR deformation products and derived results for permafrost deformation analysis in the Eastern Qilian Mountains (Menyuan area), China, covering 2017–2023. It includes ascending/descending LOS deformation time series (CSV), vertical (UD) and east–west (EW) deformation time series samples (CSV), PCA + K-means++ clustering outputs, and model-selection results based on multiple hypothesis testing using the B-method. Geographic coordinates are provided in WGS-84 (lon/lat), and grid coordinates (X/Y) are provided in a Gauss projection with central meridian 102°E.
DOI: 10.5281/zenodo.18185198
title: DATASET for Long-term protection of crystalline zinc phosphide (Zn3P2) under atmospheric conditions

description: Dataset for the work titled: Long-term protection of crystalline zinc phosphide (Zn₃P₂) under atmospheric conditions

This dataset contains experimental measurement data and analysis files used to generate the figures of the associated publication. It includes raw and modeled spectroscopic ellipsometry data, X-ray diffraction (XRD), Raman spectroscopy, secondary-ion mass spectrometry (SIMS), X-ray photoelectron spectroscopy (XPS), and photoluminescence data.

The data are organized by manuscript figure and supplementary figure number and are provided together with Jupyter notebooks used for data processing and visualization. Detailed information on data acquisition is provided in the associated publication, while the dataset structure and usage are described in the accompanying README file.

Transmission electron microscopy (TEM) and scanning transmission electron microscopy (STEM) data are provided in a separate associated dataset archived at https://doi.org/10.34810/data2689.