cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.e4jj9v
title: Occurrence Download

description: A dataset containing 3780 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Myiarchus phaeocephalus P.L.Sclater, 1860"
 ]
}

 The dataset includes 3780 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032582-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yt87sx
title: Occurrence Download

description: A dataset containing 2510 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Craugastor raniformis (Boulenger, 1896)"
 ]
}

 The dataset includes 2510 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044689-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zdmzi2
title: Occurrence Download

description: A dataset containing 3124 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagerstroemia indica L."
 ]
}

 The dataset includes 3124 records from 270 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013081-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zuqc8
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Melanocharis arfakiana (Finsch, 1900)"
 ]
}

 The dataset includes 209 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032604-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxfr22
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nicotiana knightiana Goodsp."
 ]
}

 The dataset includes 64 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044682-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lgkpzq
title: Occurrence Download

description: A dataset containing 495626 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corylus avellana L."
 ]
}

 The dataset includes 495626 records from 899 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013056-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6psq7
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echinops longipenicillatus Mozaff. & Ghahr."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032606-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.61peui
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus flexilis var. reflexa Engelm."
 ]
}

 The dataset includes 37 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013092-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eh5vjf
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Occidozyga celebensis Smith, 1927"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044683-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xd8mw9
title: Occurrence Download

description: A dataset containing 6884 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Koliellaceae)"
 ]
}

 The dataset includes 6884 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032611-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7rtmz9
title: Occurrence Download

description: A dataset containing 38257 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carassius carassius (Linnaeus, 1758)"
 ]
}

 The dataset includes 38257 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042179-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yuyusn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Maeotias marginata",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027381-250920141307145/datasets/export for details.
DOI: 10.15468/dl.ahfvja
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lycopersicon lycopersicum",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027380-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqr7ap
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Maeotias marginata",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027382-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvn7nd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Maeotias marginata",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027383-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.4761492
title: Phenotypic variation in Xenopus laevis tadpoles from contrasting rainfall regimes is the result of adaptation and plasticity

description: Phenotypic variations between populations often correlate with climatic variables. Assessing the adaptation of a species' populations from differing environments over a large spatial scale can provide insight into the mechanisms such as local adaptation and phenotypic plasticity that can result in a species persistence in heterogeneous environments. Amphibians, and especially their larvae, are good models for studies of phenotypic variation as they are especially sensitive to the immediate environment. Few studies have attempted to determine the mechanisms that drive phenotypic variation among populations over a large spatial scale in amphibians especially across contrasting climatic regimes. The African clawed frog, Xenopus laevis, occurs in two regions with contrasting rainfall regimes in southern Africa. We hypothesise that the phenotypic variation of life history traits of X. laevis tadpoles from these regions is a result of a combination of plastic and adaptive responses. We measured larval life history traits such as size development, time to metamorphosis and survival variation in a reciprocal exchange experiment using outdoor mesocosms. Supporting our prediction, we found that the measured variation of all traits was explained by both adaptation and plasticity. However, the reaction norms differed between populations suggesting adaptive plasticity. The phenotypic response to translocation, additionally, came at a cost, as survival was significantly lower when tadpoles were translocated rather than reared in their environment of origin. Our study demonstrates that there is both a genetic and non-genetic basis for phenotypic differences in amphibian larvae, which can explain the persistence across two contrasting rainfall regimes.
DOI: 10.5281/zenodo.17200992
title: Galaxy Zoo: Cosmic Dawn -- morphological classifications for over 41,000 galaxies in the Euclid Deep Field North from the Hawaii Two-0 Cosmic Dawn survey

description: We present morphological classifications of over 41,000 galaxies out to photometric redshifts of ~2.5 across six square degrees of the Euclid Deep Field North (EDFN) from the Hawaii Twenty Square Degree (H20) survey, a part of the wider Cosmic Dawn survey.

This repository contains the data released alongside the research publication "Galaxy Zoo: Cosmic Dawn -- morphological classifications for over 41,000 galaxies in the Euclid Deep Field North from the Hawaii Two-0 Cosmic Dawn survey" (Pearson et al., 2025). Please cite this paper (DOI to follow on publication) when using the data in this repository.

The data consists of classifications made by volunteers through the Galaxy Zoo project on the Zooniverse citizen science platform, as well as predicted classifications made by a deep learning model, Zoobot. Also included are the subject images themselves (in PNG/JPG format), a file of metadata for each subject, and a .csv file of all the tags assigned to the subjects by volunteers. Most files are given in .parquet format, which is a fast csv-like format that can be read in with the pandas Python package as DataFrames using pd.read_parquet(loc, columns=[<columns>]).

A Jupyter notebook gzcd_info_and_example_usage.ipynb is included which provides more details on the data set and examples of how to use it.
DOI: 10.15468/dl.vmtbuh
title: Occurrence Download

description: A dataset containing 18573 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Lindernia dubia)"
 ]
}

 The dataset includes 18573 records from 529 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027384-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/uvqbic
title: Northern Michigan University (NMU) Bird specimens (Arctos)

description: The bird collection of the Northern Michigan University Museum of Zoology is a small (few hundred specimens) collection of skins representing avian diversity of the Great Lakes Region.
DOI: 10.15468/dl.jkhayd
title: Occurrence Download

description: A dataset containing 1945 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nicotiana plumbaginifolia",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1945 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027385-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17220897
title: Brown et al. 2025 Supporting Information

description: Supporting Information affiliated with Brown et al. (2025) "An Ecogeomorphic Evaluation of the Post‐Flood Restoration of the Little Thompson River: A Colorado Front Range (USA) Stream Constrained by Infrastructure." River Research and Applications.
DOI: 10.5281/zenodo.17220898
title: Brown et al. 2025 Supporting Information

description: Supporting Information affiliated with Brown et al. (2025) "An Ecogeomorphic Evaluation of the Post‐Flood Restoration of the Little Thompson River: A Colorado Front Range (USA) Stream Constrained by Infrastructure." River Research and Applications.
DOI: 10.15468/dl.rtmm25
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Maeotias marginata",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027387-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00005563.0
title: Available IPD datapackage for study 'Randomized Phase III Study of Docetaxel or Pemetrexed With or Without Cetuximab in Patients With Recurrent or Progressive Non-Small Cell Lung Cancer After Platinum-Based Therapy'

description: This trial is a multicenter, open-label, randomized, Phase III study in patients with recurrent or progressive Non-Small Cell Lung Cancer (NSCLC) after failure of an initial platinum-based chemotherapy. Patients will receive either Docetaxel or Pemetrexed as chemotherapy at the investigator's choice. Within each chemotherapy group, patients will be randomized to receive Cetuximab plus chemotherapy or chemotherapy alone (Cetuximab & Pemetrexed or Pemetrexed alone; Cetuximab & Docetaxel or Docetaxel alone).
DOI: 10.15468/uxtpey
title: WNMU Bird Collection (Arctos)

description: Western New Mexico University houses a regional collection of bird specimens (about 1100 specimens) focused on the biodiversity of southwestern New Mexico. This collection is part of the Gila Center for Natural History within the Department of Natural Sciences. The collection currently is static, with no growth since 1993.
DOI: 10.5281/zenodo.17220899
title: Linear 3 Point Base vs Non Linear 4 Point base Triangular Voxel Formation -Two Different Encoding Mechanisms
DOI: 10.5281/zenodo.17220900
title: Linear 3 Point Base vs Non Linear 4 Point base Triangular Voxel Formation -Two Different Encoding Mechanisms
DOI: 10.15468/dl.ry5amn
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "OccurrenceStatus is Present",
 "TaxonKey is Pteroplatytrygon violacea",
 "Year 2005-2025"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027389-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzc9pn
title: Occurrence Download

description: A dataset containing 1031 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Physalis angulata",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1031 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027390-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffk5hp
title: Occurrence Download

description: A dataset containing 395 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geukensia demissa",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 395 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027391-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8xxq6p
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geukensia demissa",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027392-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16949084
title: Local Thermal Conductivity Patterning in Rotating Lattice Single Crystals of Anisotropic Sb2S3

description: Content: - Frequency Domain Thermoreflectance (FDTR) data, for thermal conductivity images and single-point measurements, which includes: thermoreflectance phase data, data analysis code yielding thermal conductivity data, thermal conductivity data, measurement sensitivity calculation code

- Electron BackScatter Diffraction (EBSD) data, including: raw data collected with Oxford AZtec including the Kikutchi patterns, scanning electron microscopy (SEM) images, and some images generated from the EBSD data

- lattice thermal conductivity calculations from first principles

 

Collection and analysis method: All the collection, analysis and calculation mothods are specified in a Methods.docx file within each folder. Further information can be found in the source article.

 

Source article: Isotta, Wynnychenko, Mukherjee, Kaman, Sahasrabuddhe, Zheng, Jain, Hautier, Zevalkink,  Musterman, Dierolf, Jain, Snyder, Balogun. Local Thermal Conductivity Patterning in Rotating Lattice Crystals of Anisotropic Sb2S3. Advanced Functional Materials, 202517850, 2025. DOI: 10.1002/adfm.202517850.

 

Funding: Project “MetaSCT: Metamaterials for Thermoelectric Applications - multiscale Structure, Chemistry, Thermal Property relations to uncover the local behavior of grain boundaries” under HORIZON Europe: Marie Skłodowska-Curie Actions Postdoctoral Fellowships (project number 101150912).
DOI: 10.5281/zenodo.16949085
title: Local Thermal Conductivity Patterning in Rotating Lattice Single Crystals of Anisotropic Sb2S3

description: Content: - Frequency Domain Thermoreflectance (FDTR) data, for thermal conductivity images and single-point measurements, which includes: thermoreflectance phase data, data analysis code yielding thermal conductivity data, thermal conductivity data, measurement sensitivity calculation code

- Electron BackScatter Diffraction (EBSD) data, including: raw data collected with Oxford AZtec including the Kikutchi patterns, scanning electron microscopy (SEM) images, and some images generated from the EBSD data

- lattice thermal conductivity calculations from first principles

 

Collection and analysis method: All the collection, analysis and calculation mothods are specified in a Methods.docx file within each folder. Further information can be found in the source article.

 

Source article: Isotta, Wynnychenko, Mukherjee, Kaman, Sahasrabuddhe, Zheng, Jain, Hautier, Zevalkink,  Musterman, Dierolf, Jain, Snyder, Balogun. Local Thermal Conductivity Patterning in Rotating Lattice Crystals of Anisotropic Sb2S3. Advanced Functional Materials, 202517850, 2025. DOI: 10.1002/adfm.202517850.

 

Funding: Project “MetaSCT: Metamaterials for Thermoelectric Applications - multiscale Structure, Chemistry, Thermal Property relations to uncover the local behavior of grain boundaries” under HORIZON Europe: Marie Skłodowska-Curie Actions Postdoctoral Fellowships (project number 101150912).
DOI: 10.15468/zazfgp
title: Northern Michigan University (NMU) Mammal Specimens (Arctos)

description: The mammal collection of Northern Michigan University holds skins, skeletons, and frozen tissues, with strengths in small mammals (especially rodents, insectivores) of the Great Lakes Region and wolves of Michigan's Upper Peninsula.
DOI: 10.15468/dl.azpq7z
title: Occurrence Download

description: A dataset containing 20674 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Prosopis juliflora)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1981",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))"
 ]
}

 The dataset includes 20674 records from 265 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027393-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14832931
title: Comprehensive topographic and land use survey in São Carlos-SP, Brazil, utilizing Metashape and GIS

description: This project involved a detailed topographic and land use survey in São Carlos-SP, Brazil, employing advanced technologies like Metashape and Geographic Information Systems (GIS). The survey aimed to accurately map the terrain and assess land use patterns within the specified area. Utilizing Metashape for precise photogrammetry and GIS for spatial analysis, the project provided critical insights into the topographical features and land utilization of São Carlos. This data is essential for urban planning, environmental management, and future development initiatives in the region.
DOI: 10.5281/zenodo.14832932
title: Comprehensive topographic and land use survey in São Carlos-SP, Brazil, utilizing Metashape and GIS

description: This project involved a detailed topographic and land use survey in São Carlos-SP, Brazil, employing advanced technologies like Metashape and Geographic Information Systems (GIS). The survey aimed to accurately map the terrain and assess land use patterns within the specified area. Utilizing Metashape for precise photogrammetry and GIS for spatial analysis, the project provided critical insights into the topographical features and land utilization of São Carlos. This data is essential for urban planning, environmental management, and future development initiatives in the region.
DOI: 10.15468/dl.w63dhs
title: Occurrence Download

description: A dataset containing 103728 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Loasaceae)"
 ]
}

 The dataset includes 103728 records from 619 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020802-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.