cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15482/usda.adc/28873127
title: Data from: Detection of viral, bacterial, and protozoan pathogens and microbial source tracking markers in paired large- and small-volume water samples

description: This repository contains data supporting the publication, "Detection of viral, bacterial, and protozoan pathogens and microbial source tracking markers in paired large- and small-volume water samples." The dataset comprises qPCR concentrations of microbial targets in paired large volume and small volume samples from field studies and laboratory recovery experiments, as described in the main publication. "Field studies.csv" contains sample data and target concentrations for three field studies, two in groundwater and one in surface water. In the "Groundwater - Private wells (n = 138)" study, large volume samples taken by dead-end ultrafiltration were compared to small volume grab samples. In the remaining two studies, large volume dead-end ultrafiltration and small volume samples were collected synchronously to remove the effect of spatial/temporal heterogeneity during collection. Only the 15 qPCR assays with detections and common to all studies are included. Geographic information is not included to protect the privacy of study participants. "Recovery data.csv" contains laboratory data for large volume and small volume method recovery of three microbial targets (a bacterium, a virus, and a protozoan) at varying initial concentrations."Storage data.csv" contains laboratory data for microbial target decay during storage prior to processing. Liquid small volume samples and large volume ultrafilters were stored at 4 C to simulate normal sample storage and transport conditions. Concentrations of three microbial targets (a bacterium, a virus, and a protozoan) were determined for storage times from 0 to 96 hours.Descriptive data for all microbial targets is provided in "Target data.csv". An explanation of variables (with units) for all data files can found in "Key to variables.csv".
DOI: 10.15482/usda.adc/28873127.v1
title: Data from: Detection of viral, bacterial, and protozoan pathogens and microbial source tracking markers in paired large- and small-volume water samples

description: This repository contains data supporting the publication, "Detection of viral, bacterial, and protozoan pathogens and microbial source tracking markers in paired large- and small-volume water samples." The dataset comprises qPCR concentrations of microbial targets in paired large volume and small volume samples from field studies and laboratory recovery experiments, as described in the main publication. "Field studies.csv" contains sample data and target concentrations for three field studies, two in groundwater and one in surface water. In the "Groundwater - Private wells (n = 138)" study, large volume samples taken by dead-end ultrafiltration were compared to small volume grab samples. In the remaining two studies, large volume dead-end ultrafiltration and small volume samples were collected synchronously to remove the effect of spatial/temporal heterogeneity during collection. Only the 15 qPCR assays with detections and common to all studies are included. Geographic information is not included to protect the privacy of study participants. "Recovery data.csv" contains laboratory data for large volume and small volume method recovery of three microbial targets (a bacterium, a virus, and a protozoan) at varying initial concentrations."Storage data.csv" contains laboratory data for microbial target decay during storage prior to processing. Liquid small volume samples and large volume ultrafilters were stored at 4 C to simulate normal sample storage and transport conditions. Concentrations of three microbial targets (a bacterium, a virus, and a protozoan) were determined for storage times from 0 to 96 hours.Descriptive data for all microbial targets is provided in "Target data.csv". An explanation of variables (with units) for all data files can found in "Key to variables.csv".
DOI: 10.15468/dl.6zqyry
title: Occurrence Download

description: A dataset containing 24715 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Theria primaria"
 ]
}

 The dataset includes 24715 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047989-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwtngh
title: Occurrence Download

description: A dataset containing 3498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence)",
 "TaxonKey is Ursus arctos horribilis"
 ]
}

 The dataset includes 3498 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047990-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbw3c6
title: Occurrence Download

description: A dataset containing 3498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence)",
 "TaxonKey is Ursus arctos horribilis"
 ]
}

 The dataset includes 3498 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047991-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/r69u0c
title: PAN-00136920 - Knickfibel

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00136920&lt;/p&gt;
description: Modified: 2025-06-03T12:08:43+02:00
DOI: 10.15468/dl.tvtbs8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((110.53 -0.561816, 110.459734 -0.567383, 110.391197 -0.583945, 110.326077 -0.611096, 110.265977 -0.648166, 110.212376 -0.694244, 110.166594 -0.748194, 110.129759 -0.80869, 110.102777 -0.874241, 110.086313 -0.943233, 110.080772 -1.013969, 110.086293 -1.084706, 110.10274 -1.153703, 110.129708 -1.21926, 110.166535 -1.279764, 110.212314 -1.333724, 110.265917 -1.379811, 110.326026 -1.41689, 110.39116 -1.444048, 110.459714 -1.460615, 110.53 -1.466183, 110.600286 -1.460615, 110.66884 -1.444048, 110.733974 -1.41689, 110.794083 -1.379811, 110.847686 -1.333724, 110.893465 -1.279764, 110.930292 -1.21926, 110.95726 -1.153703, 110.973707 -1.084706, 110.979228 -1.013969, 110.973687 -0.943233, 110.957223 -0.874241, 110.930241 -0.80869, 110.893406 -0.748194, 110.847624 -0.694244, 110.794023 -0.648166, 110.733923 -0.611096, 110.668803 -0.583945, 110.600266 -0.567383, 110.53 -0.561816))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047992-251120083545085/datasets/export for details.
DOI: 10.15468/dl.egknc3
title: Occurrence Download

description: A dataset containing 18668 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is LACM Rancho La Brea"
 ]
}

 The dataset includes 18668 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047993-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qe7wuj
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Styrax aureus"
 ]
}

 The dataset includes 152 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047994-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/8bnhh4
title: PAN-00161249 - terra sigillata bowl type Drag. 37 (SG)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00161249&lt;/p&gt;
description: Modified: 2025-11-03T10:30:59+01:00
DOI: 10.5281/zenodo.17667736
title: SIP Dataset: Sites in Pieces as Disaggregated Construction Phase 3D Scans

description: The SIP Dataset (Sites in Pieces) is a collection of single-scan 3D LiDAR point clouds captured in active construction environments using a FARO terrestrial laser scanner. Each scene includes the raw scan and detailed per-object annotations, enabling research on semantic segmentation and providing a foundation for broader analysis of construction scene understanding.

The dataset provides construction-phase scans with XYZRGB, intensity, and normal information. Object categories include structural elements, temporary construction objects, and mechanical components, supporting fine-grained analysis of jobsite environments.

Code, and detailed dataset structure are available on GitHub: https://github.com/syoi92/SIP_dataset/
DOI: 10.5281/zenodo.17667735
title: SIP Dataset: Sites in Pieces as Disaggregated Construction Phase 3D Scans

description: The SIP Dataset (Sites in Pieces) is a collection of single-scan 3D LiDAR point clouds captured in active construction environments using a FARO terrestrial laser scanner. Each scene includes the raw scan and detailed per-object annotations, enabling research on semantic segmentation and providing a foundation for broader analysis of construction scene understanding.

The dataset provides construction-phase scans with XYZRGB, intensity, and normal information. Object categories include structural elements, temporary construction objects, and mechanical components, supporting fine-grained analysis of jobsite environments.

Code, and detailed dataset structure are available on GitHub: https://github.com/syoi92/SIP_dataset/
DOI: 10.15468/dl.um9yed
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((114.272 -0.557816, 114.201734 -0.563383, 114.133197 -0.579945, 114.068077 -0.607096, 114.007977 -0.644166, 113.954376 -0.690244, 113.908595 -0.744194, 113.871759 -0.80469, 113.844777 -0.870241, 113.828313 -0.939233, 113.822773 -1.009969, 113.828294 -1.080706, 113.844741 -1.149703, 113.871709 -1.21526, 113.908536 -1.275764, 113.954314 -1.329724, 114.007918 -1.375811, 114.068027 -1.41289, 114.13316 -1.440048, 114.201714 -1.456615, 114.272 -1.462183, 114.342286 -1.456615, 114.41084 -1.440048, 114.475973 -1.41289, 114.536082 -1.375811, 114.589686 -1.329724, 114.635464 -1.275764, 114.672291 -1.21526, 114.699259 -1.149703, 114.715706 -1.080706, 114.721227 -1.009969, 114.715687 -0.939233, 114.699223 -0.870241, 114.672241 -0.80469, 114.635405 -0.744194, 114.589624 -0.690244, 114.536023 -0.644166, 114.475923 -0.607096, 114.410803 -0.579945, 114.342266 -0.563383, 114.272 -0.557816))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047995-251120083545085/datasets/export for details.
DOI: 10.5281/zenodo.17903166
title: Data for: Insights into the Overcharge-Induced Failure Mechanism of Lithium–Sulfur Batteries

description: In the pursuit of durable lithium–sulfur (Li–S) batteries, consider-able research has been devoted to extending cycle life by devel-oping advanced cathode materials. However, there exists acommon overcharging problem which leads to the disfunctionof Li–S batteries but has been largely overlooked. This studysystematically investigates the overcharging failure and its under-lying mechanisms. Experimental results reveal that failure comesfrom a soft internal short circuit (ISCs) caused by excessive lithiumdendrite growth, primarily driven by the sulfur cathode ratherthan the lithium anode. Electrochemical processes duringovercharging are examined, revealing the generation of a specificby-product. By analyzing the structural properties of the sulfurcathode such as topography and pore connectivity, and throughcombined experiments and theoretical simulations, the complexmechanisms through which the cathode influences lithium den-drite growth are elucidated. Finally, an effective "interlayer" strat-egy is proposed to mitigate the overcharging failure. This worksheds light on the overcharging mechanisms and emphasizesthe critical importance of cathode design in improving the safetyand reliability of Li–S batteries
DOI: 10.5281/zenodo.17903165
title: Data for: Insights into the Overcharge-Induced Failure Mechanism of Lithium–Sulfur Batteries

description: In the pursuit of durable lithium–sulfur (Li–S) batteries, consider-able research has been devoted to extending cycle life by devel-oping advanced cathode materials. However, there exists acommon overcharging problem which leads to the disfunctionof Li–S batteries but has been largely overlooked. This studysystematically investigates the overcharging failure and its under-lying mechanisms. Experimental results reveal that failure comesfrom a soft internal short circuit (ISCs) caused by excessive lithiumdendrite growth, primarily driven by the sulfur cathode ratherthan the lithium anode. Electrochemical processes duringovercharging are examined, revealing the generation of a specificby-product. By analyzing the structural properties of the sulfurcathode such as topography and pore connectivity, and throughcombined experiments and theoretical simulations, the complexmechanisms through which the cathode influences lithium den-drite growth are elucidated. Finally, an effective "interlayer" strat-egy is proposed to mitigate the overcharging failure. This worksheds light on the overcharging mechanisms and emphasizesthe critical importance of cathode design in improving the safetyand reliability of Li–S batteries
DOI: 10.15468/dl.kqzve4
title: Occurrence Download

description: A dataset containing 248630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Myiarchus tyrannulus)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1951",
 "Year is less than or equal to 2024",
 "Month is greater than or equal to April",
 "Month is less than or equal to July",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 248630 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047963-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/gqgm6d
title: PAN-00146736 - shallow terra sigillata plate with flat bottom

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00146736&lt;/p&gt;
description: Modified: 2025-09-02T08:48:07+02:00
DOI: 10.15468/dl.kjbhe5
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vellozia alata"
 ]
}

 The dataset includes 66 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047996-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ufja4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((110.196 -0.547816, 110.125734 -0.553383, 110.057197 -0.569945, 109.992077 -0.597096, 109.931977 -0.634166, 109.878377 -0.680244, 109.832595 -0.734195, 109.79576 -0.79469, 109.768778 -0.860241, 109.752314 -0.929233, 109.746774 -0.999969, 109.752295 -1.070706, 109.768742 -1.139703, 109.79571 -1.205261, 109.832537 -1.265764, 109.878316 -1.319724, 109.931919 -1.365812, 109.992028 -1.402891, 110.057161 -1.430048, 110.125715 -1.446615, 110.196 -1.452183, 110.266285 -1.446615, 110.334839 -1.430048, 110.399972 -1.402891, 110.460081 -1.365812, 110.513684 -1.319724, 110.559463 -1.265764, 110.59629 -1.205261, 110.623258 -1.139703, 110.639705 -1.070706, 110.645226 -0.999969, 110.639686 -0.929233, 110.623222 -0.860241, 110.59624 -0.79469, 110.559405 -0.734195, 110.513623 -0.680244, 110.460023 -0.634166, 110.399923 -0.597096, 110.334803 -0.569945, 110.266266 -0.553383, 110.196 -0.547816))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047997-251120083545085/datasets/export for details.
DOI: 10.15468/dl.vrvfa2
title: Occurrence Download

description: A dataset containing 32401283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 32401283 records from 4511 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047917-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uazeq3
title: Occurrence Download

description: A dataset containing 57660 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset includes 57660 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029880-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15621161
title: Infiltration
DOI: 10.5281/zenodo.15621162
title: Infiltration
DOI: 10.15468/dl.bzp7pj
title: Occurrence Download

description: A dataset containing 3279 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atelopus ignescens (Cornalia, 1849)"
 ]
}

 The dataset includes 3279 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029883-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.101850
title: KELLIA_nb_1965_07021

description: Référence : nb_1965_07021<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : QR_219<br />Type : photographie<br />
DOI: 10.15468/dl.5aupza
title: Occurrence Download

description: A dataset containing 44166226 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 44166226 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0364593-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.101849
title: KELLIA_nb_1965_07020

description: Référence : nb_1965_07020<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : Espace oratoire communautaire (QR_219); QR_219<br />Type : photographie<br />
DOI: 10.15468/dl.o8kszs
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oenothera wigginsii W.M.Klein"
 ]
}

 The dataset includes 104 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027960-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.101848
title: KELLIA_nb_1965_07019

description: Référence : nb_1965_07019<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : QR_219<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.101847
title: KELLIA_nb_1965_07018

description: Référence : nb_1965_07018<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : QR_219<br />Type : photographie<br />
DOI: 10.15468/dl.6ynzsa
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agatea pancheri (Brongn.) K.Schum. ex Melch."
 ]
}

 The dataset includes 229 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199607-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfdus2
title: Occurrence Download

description: A dataset containing 24654 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Anser erythropus (Linnaeus, 1758)"
 ]
}

 The dataset includes 24654 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106342-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.101846
title: KELLIA_nb_1965_07017

description: Référence : nb_1965_07017<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : QR_219<br />Type : photographie<br />
DOI: 10.15468/dl.xjodyt
title: Occurrence Download

description: A dataset containing 3200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Atalaya hemiglauca F.Muell. ex Benth.",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3200 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041708-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.101845
title: KELLIA_nb_1965_07016

description: Référence : nb_1965_07016<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : QR_219<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.101844
title: KELLIA_nb_1965_07015

description: Référence : nb_1965_07015<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : QR_219<br />Type : photographie<br />