cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.23802342.v1
title: Fuka and Orrock Ecosphere

description: Invasive shrubs dramatically reduce the biodiversity of native plants, making invaded areas important targets of conservation and restoration. Adding se­­eds of native plant species, in addition to the removal of invasive plants, is a potentially promising means for restoration of native plant communities. However, because seed survival may vary among seasons, it is essential to understand temporal patterns of seed survival. For example, dense habitats created by invasive shrubs exhibit seasonal changes in structure and food resources that could create seasonal variation in seed survival by altering the activity and abundance of native seed-eating rodents. Despite the potential for invasive shrubs to generate seasonal changes in granivory, we lack experimental studies to evaluate changes in granivory caused by invasive plants over a full year. We mechanically removed the widespread invasive species common buckthorn (<i>Rhamnus cathartica</i>) from half of 14 sites (20 x 20m) in a deciduous oak-maple forest to track rodent and arthropod granivory of three native tree species, basswood (<i>Tilia americana</i>), black cherry (<i>Prunus serotina</i>), and sugar maple (<i>Acer saccharum</i>) and the invasive shrub <i>R. cathartica</i> over a year. Our results reveal that the effect of invasive shrubs on granivory changed across seasons. Seeds in invaded habitats experienced, on average, 25.9% higher seed removal than seeds in areas with <i>R. cathartica</i> removed, with the largest difference in removal occurring in winter. Seed removal was almost entirely due to rodent granivores that removed seeds at similar rates among species. These results indicate that, following removal of invasive shrubs, sowing seeds in winter may optimize seedling establishment by minimizing granivory. Our findings further reinforce the importance of removing invasive shrubs as an important restoration tool because invasions may amplify granivory throughout the year. Understanding the mechanisms that could be affecting seasonal granivory within invaded systems, the important role of rodent granivores, and the similarities in seed consumption between native and nonnative seeds are critical for continual conservation and restoration efforts aimed at promoting forest regeneration.
DOI: 10.15468/dl.4p78qg
title: Occurrence Download

description: A dataset containing 7458 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudognaphalium californicum (DC.) Anderb.",
 "Geometry POLYGON((-141 24, -53 24, -53 83, -141 83, -141 24))"
 ]
}

 The dataset includes 7458 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017930-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ca3wwk
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saurida wanieso Shindo & Yamada, 1972",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 102 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017931-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3dpd7h
title: Occurrence Download

description: A dataset containing 1508 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Coleonyx elegans Gray, 1845"
 ]
}

 The dataset includes 1508 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017932-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9zs45f
title: Occurrence Download

description: A dataset containing 631 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllorhiza punctata von Lendenfeld, 1884"
 ]
}

 The dataset includes 631 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017933-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsddhy
title: Occurrence Download

description: A dataset containing 4661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Buglossidium luteum (Risso, 1810)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4661 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017934-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15769744
title: Data presented in Panta et al. 2025 "Unveiling single-particle composition, size, shape, and mixing state of freshly emitted Icelandic dust via electron microscopy analysis", Atmos. Chem. Phys.

description: The elemental composition, size, and shape of freshly emitted dust were analyzed using Scanning Electron Microscopy (SEM) coupled with Energy-Dispersive X-ray Spectrometry (EDX), as reported in Panta et al. (2025). The data were collected during an intensive field campaign conducted as part of the FRontiers in dust minerAloGical coMposition and its Effects upoN climaTe (FRAGMENT) project, and the Iceland as a model for high-latitude dust sources – a combined experimental and modeling approach for characterization of dust emission and transport processes (HiLDA) project. The campaign took place in Iceland’s most prolific dust source region—the Dyngjunsandur desert—during August and September 2021.
DOI: 10.5281/zenodo.15769745
title: Data presented in Panta et al. 2025 "Unveiling single-particle composition, size, shape, and mixing state of freshly emitted Icelandic dust via electron microscopy analysis", Atmos. Chem. Phys.

description: The elemental composition, size, and shape of freshly emitted dust were analyzed using Scanning Electron Microscopy (SEM) coupled with Energy-Dispersive X-ray Spectrometry (EDX), as reported in Panta et al. (2025). The data were collected during an intensive field campaign conducted as part of the FRontiers in dust minerAloGical coMposition and its Effects upoN climaTe (FRAGMENT) project, and the Iceland as a model for high-latitude dust sources – a combined experimental and modeling approach for characterization of dust emission and transport processes (HiLDA) project. The campaign took place in Iceland’s most prolific dust source region—the Dyngjunsandur desert—during August and September 2021.
DOI: 10.15468/dl.8asf47
title: Occurrence Download

description: A dataset containing 112175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psittacula krameri (Scopoli, 1769)",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 112175 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078219-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4q8j8
title: Occurrence Download

description: A dataset containing 869 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon (L.) Pers.",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 869 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078241-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.br53du
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon (L.) Pers.",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078239-250525065834625/datasets/export for details.
DOI: 10.15468/dl.yyebyp
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon (L.) Pers.",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078240-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83q8z7
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon (L.) Pers.",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078246-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9bm9g3
title: Occurrence Download

description: A dataset containing 650 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon (L.) Pers.",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 650 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078245-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3w3f6
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon (L.) Pers.",
 "Country is Kiribati",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078247-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4p52c
title: Occurrence Download

description: A dataset containing 2840 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Puerto Rico, Virgin Islands (U.S.))",
 "Geometry POLYGON((-66.53767 18.50982,-67.26803 18.54886,-67.32919 17.89011,-66.09396 17.869,-64.92122 18.20431,-64.64536 18.32288,-64.68217 18.37786,-64.80552 18.35778,-64.91883 18.39842,-65.55231 18.42089,-66.01415 18.4883,-66.53767 18.50982))",
 "TaxonKey is Eleutherodactylus coqui Thomas, 1966"
 ]
}

 The dataset includes 2840 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078250-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/qxdgkp
title: US State-Level Socio-Political and Environmental Contextual Indicators

description: This dataset organizes a range of contextual variables at the U.S. state level, designed to support multi-domain research and analysis. It combines information from four different sections that include political details (like which party controls the legislature in a given year), social and demographic facts (such as education levels by age and gender), national economic figures (like the value of mineral production), and fixed environmental or geographic features (like river lengths and state size). This data can be used as a supplementary resource for studies on a multitude of subjects.
DOI: 10.15468/dl.en7a69
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon (L.) Pers.",
 "Country is Malaysia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078253-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxkcp2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon (L.) Pers.",
 "Country is Marshall Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078254-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29433434
title: Figshare Metadata Entry Draft - Copy.docx

description: This study explores how the legacy of slavery and embedded racial ideologies have influenced the development of international relations and contemporary human rights frameworks. Using the Emancipation Proclamation as a historical anchor, the study draws connections between racial capitalism, postcolonial critique, and modern global governance structures. The dataset includes literature review highlights, thematic coding summaries, and ethical statements derived from qualitative analysis of treaties, scholarly works, and archival sources. The study contributes to ongoing conversations in international law, race theory, and global justice.
DOI: 10.6084/m9.figshare.29433434.v1
title: Figshare Metadata Entry Draft - Copy.docx

description: This study explores how the legacy of slavery and embedded racial ideologies have influenced the development of international relations and contemporary human rights frameworks. Using the Emancipation Proclamation as a historical anchor, the study draws connections between racial capitalism, postcolonial critique, and modern global governance structures. The dataset includes literature review highlights, thematic coding summaries, and ethical statements derived from qualitative analysis of treaties, scholarly works, and archival sources. The study contributes to ongoing conversations in international law, race theory, and global justice.
DOI: 10.7910/dvn/1vwqwn
title: Mining Indicators

description: This is the core dataset we pulled variables from for our study. It is a state-level panel dataset integrating annual economic and environmental variables related to sand and gravel mining (SGM) from 2000 to 2024. Key variables include the value and production of SGM and other minerals, the number and status of mines, SGM end use, and key state-level contextual variables such as population and political control.
description: This dataset includes specific information related to our study, such as using a 50ft buffer around rivers and determining the amount of mines within that buffer.
DOI: 10.15468/dl.8h2j2q
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon (L.) Pers.",
 "Country is Kyrgyzstan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078252-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15769618
title: Front Toolbox benchmark data

description: Fronts-toolbox is a collection of tools to detect oceanic fronts in Python.

Some front-detection algorithms are complex and thus may perform poorly when written directly in Python.This library provides a framework of Numba accelerated functions that can be applied easily to Numpy arrays, Dask arrays, or Xarray data.It could also support Cuda arrays if necessary.This makes creating and modifying those functions easier (especially for non-specialists) than if they were written in Fortran or C extensions.

The data in this repository is to be used to test and showcase the various algorithms.
description: SST4 - MODIS Aqua, L3 Mapped, daily, 4km. Downloaded from Ocean Color

SST - ESA-CCI / C3S, L4, daily, 4km. Downloaded from CDS
DOI: 10.15468/dl.p7yemw
title: Occurrence Download

description: A dataset containing 939 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "DatasetKey is Pl@ntNet observations",
 "OccurrenceStatus is Present",
 "PublishingOrg is da86174a-a605-43a4-a5e8-53d484152cd3",
 "TaxonKey is Brassica napus L.",
 "Year 2023-2024"
 ]
}

 The dataset includes 939 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078255-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vk9nt
title: Occurrence Download

description: A dataset containing 73906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Laurus azorica (Seub.) Franco, Laurus novocanariensis Rivas Mart., Lousã, Fern.Prieto, E.Días, J.C.Costa & C.Aguiar, Laurus nobilis L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 73906 records from 854 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078237-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25326/rd0s-wj06
title: IR spectrum: E-BUTENDIAL || E-butenedial
DOI: 10.25326/w2fm-5v52
title: IR spectrum: ACETOL || HYDROXYACETONE
DOI: 10.25326/d1v0-ed39
title: IR spectrum: 2-METHYL-1,3-BUTADIENE || ISOPRENE
DOI: 10.25326/y8ws-kb07
title: IR spectrum: ETHYLENE DIFORMATE || ETHYLENE GLYCOL DIFORMATE
DOI: 10.25326/3cwh-r816
title: IR spectrum: BENZENE
DOI: 10.25326/734v-1j46
title: IR spectrum: 2-METHYLPROPANE (g) || i-Butane || ISOBUTANE
DOI: 10.25326/03y5-3b48
title: IR spectrum: FORMIC ACID
DOI: 10.25326/h4x2-4695
title: IR spectrum: IPAC || ISOPROPYL ACETATE
DOI: 10.25326/6we3-mq45
title: IR spectrum: 2,2,4-TRIMETHYL PENTANE || ISOOCTANE
DOI: 10.25326/9h7x-hq33
title: IR spectrum: BENZENE
DOI: 10.25326/v88w-t791
title: IR spectrum: ISOPENTANAL || ISOVALERALDEHYDE
DOI: 10.25326/zkv8-6983
title: IR spectrum: BIFORMILE || GLYOXAL || Oxalaldehyde
DOI: 10.25326/1ha2-9314
title: IR spectrum: 1-methylethyl Hydroperoxide || i-propyl hydroperoxide || iso-propyl hydroperoxide || Isopropyl hydroperoxide
DOI: 10.25326/b076-3058
title: IR spectrum: BUTANAL || BUTYRALDEHYDE
DOI: 10.5281/zenodo.15769662
title: Single Ag-In-Zn-S QDs spectral diffusion data

description: This dataset contains raw data on spectral diffussion of two QDs and statistical data of a set of > 80 QDs.
DOI: 10.5281/zenodo.15769663
title: Single Ag-In-Zn-S QDs spectral diffusion data

description: This dataset contains raw data on spectral diffussion of two QDs and statistical data of a set of > 80 QDs.
DOI: 10.15468/dl.k3dq7t
title: Occurrence Download

description: A dataset containing 825 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Keteleeria davidiana (Bertrand) Beissn., Keteleeria evelyniana Mast.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 825 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078258-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15769718
title: Seasonality, land use, and diversity shape microbiome-pathogen interactions in wild populations of Arabidopsis thaliana

description: data associated with manuscript: Seasonality, land use, and diversity shape microbiome-pathogen interactions in wild populations of Arabidopsis thaliana
DOI: 10.5281/zenodo.15769719
title: Seasonality, land use, and diversity shape microbiome-pathogen interactions in wild populations of Arabidopsis thaliana

description: data associated with manuscript: Seasonality, land use, and diversity shape microbiome-pathogen interactions in wild populations of Arabidopsis thaliana
DOI: 10.25326/3rp9-sr46
title: IR spectrum: Glyoxylic acid || GLYOXYLIC ACID, SOLUTION 50 %
DOI: 10.25326/ybcm-qx43
title: IR spectrum: gamma-1,2,3,4,5,6-HEXACHLOROCYCLOHEXANE || Lindan || LINDANE
DOI: 10.25326/928f-sc47
title: IR spectrum: (E)-2-butenal || trans-2-Butenal || trans-Crotonaldehyde
DOI: 10.25326/aqqt-2w87
title: IR spectrum: ISOXAZOLE
DOI: 10.25326/apxa-z418
title: IR spectrum: 2,5-FURANDIONE || cis-butendial || MALEIC ANHYDRIDE || maleic dialdehyde
DOI: 10.25326/1zw1-3802
title: IR spectrum: 3-METHYLPHENOL || m-CRESOL
DOI: 10.25326/hrjp-pf63
title: IR spectrum: CYCLOBUTANOL
DOI: 10.25326/rwp2-me95
title: IR spectrum: 2-METHYLPROPENE (g) || ISOBUTENE
DOI: 10.25326/39gt-f986
title: IR spectrum: 2-METHYL-1,3-BUTADIENE || ISOPRENE
DOI: 10.25326/drqg-ae11
title: IR spectrum: METHACRYLIC ACID
DOI: 10.25326/ar5b-b650
title: IR spectrum: METHACROLEIN
DOI: 10.25326/b2s9-9d87
title: IR spectrum: CYCLOHEXANE || Hexahydrobenzene
DOI: 10.25326/hhwd-9b52
title: IR spectrum: Methoxymethyl formate
DOI: 10.25326/pm98-dy50
title: IR spectrum: 2-PROPANOL || Isopropanal || ISOPROPANOL
DOI: 10.25326/g95y-tk67
title: IR spectrum: 4-Allylanisole || Chavicol methyl ether || Methylchavicol
DOI: 10.25326/srf0-t652
title: IR spectrum: CYCLOHEXANONE
DOI: 10.34740/kaggle/dsv/12323732
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.15758089
title: Salt-induced suppression of Phtheirospermum japonicum (datasets)
DOI: 10.5281/zenodo.15758090
title: Salt-induced suppression of Phtheirospermum japonicum (datasets)
DOI: 10.15468/dl.cg3dty
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-136.59277 -23.62742,-23.40723 -23.62742,-23.40723 21.62742,-136.59277 21.62742,-136.59277 -23.62742))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (90fd6680-349f-11d8-aa2d-b8a03c50a862, 8e1a97a0-3ca8-11d9-8439-b8a03c50a862, 33d232b5-5cc2-4521-8bd6-121c5bb41c32, 2e149736-4cc6-44d4-a068-ccb2041baf75, 5184e024-2899-4635-884b-c9d769e72cdd, 698acf43-05cd-4b45-8107-7c666d87f77c, 715f7f6c-ddcd-4d41-a836-e89e4d868391, bc092ff0-02e4-11dc-991f-b8a03c50a862, c1da06f0-580e-11dc-8a9e-b8a03c50a862)",
 "TaxonKey is Urtica leptophylla Kunth"
 ]
}

 The dataset includes 53 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078260-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmkp6a
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon (L.) Pers.",
 "Country is Nauru",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078263-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.