cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25417/uic.28646114
title: SARS-CoV-2 wastewater and epidemiological data from Kisumu Kenya

description: This data repository contains wastewater-based and epidemiological data collected in Kisumu, Kenya, between March 29, 2022 and March 8, 2023. Wastewater-based data was generated from samples (n=161) collected and extracted by trained professionals from centralized wastewater treatment sites (n=41) and from decentralized sites: hospitals (n=50), public toilets in markets (n=31), and public toilets at transportation hubs (n=39). The presence or absence of SARS-CoV-2 RNA and its concentration if present were measured using RT-qPCR. Epidemiological data was gathered from two sources, COVID-Dx platform and the Kisumu County Health Information Office. This epidemiological data includes the number of SARS-CoV-2 tests conducted, the number of positive tests, and the number of COVID-19 related admissions from the four largest hospitals in Kisumu: JOOTRH, Kisumu County Referral Hospital, Avenue Hospital, and Aga Khan Hospital. The odds of detecting one or more COVID-19 cases within 4-7 days after a positive WBS sample were 9 times higher than on days with negative WBS samples.T_min : Minimum daily temperatureT_max: Maximum daily temperatureAverage_WBS_conc : Average Wastewater based SARS CoV-2 concentration Gene copies/mlCat_WBS : Absence or presence of SARS CoV-2 in Wastewater samples logconc : Log concentration WWTP : Average WBS concentration in wastewater treatment plant samples Transport_public_toilets : Average WBS concentration in bus terminal wastewater samples Market_public_toilets : Average WBS concentration in market wastewater samples Hospitals : Average WBS concentration in hospital wastewater samples Total_tests : Total number of COVID-19 tests conducted in the four hospitalsTotal_positives : Total number of positive COVID-19 tests from the four hospitalsTotal_admissions : Total number of COVID-19 related admissions in the four hospitalsCum_pos_3daysbefore : Cumulative number of positive COVID-19 tests within 3 days before a wastewater sample collection dateCum_pos_7daysbefore: Cumulative number of positive COVID-19 tests within 7 days before a wastewater sample collection dateCum_pos_15daysbefore : Cumulative number of positive COVID-19 tests within 15 days before a wastewater sample collection dateCum_pos_3daysafter : Cumulative number of positive COVID-19 tests within 3 days after a wastewater sample collection dateCum_pos_7daysafter : Cumulative number of positive COVID-19 tests within 7 days after a wastewater sample collection dateCum_pos_15daysafter : Cumulative number of positive COVID-19 tests within 15 days after a wastewater sample collection date<br>
DOI: 10.25417/uic.28646114.v1
title: SARS-CoV-2 wastewater and epidemiological data from Kisumu Kenya

description: This data repository contains wastewater-based and epidemiological data collected in Kisumu, Kenya, between March 29, 2022 and March 8, 2023. Wastewater-based data was generated from samples (n=161) collected and extracted by trained professionals from centralized wastewater treatment sites (n=41) and from decentralized sites: hospitals (n=50), public toilets in markets (n=31), and public toilets at transportation hubs (n=39). The presence or absence of SARS-CoV-2 RNA and its concentration if present were measured using RT-qPCR. Epidemiological data was gathered from two sources, COVID-Dx platform and the Kisumu County Health Information Office. This epidemiological data includes the number of SARS-CoV-2 tests conducted, the number of positive tests, and the number of COVID-19 related admissions from the four largest hospitals in Kisumu: JOOTRH, Kisumu County Referral Hospital, Avenue Hospital, and Aga Khan Hospital. The odds of detecting one or more COVID-19 cases within 4-7 days after a positive WBS sample were 9 times higher than on days with negative WBS samples.T_min : Minimum daily temperatureT_max: Maximum daily temperatureAverage_WBS_conc : Average Wastewater based SARS CoV-2 concentration Gene copies/mlCat_WBS : Absence or presence of SARS CoV-2 in Wastewater samples logconc : Log concentration WWTP : Average WBS concentration in wastewater treatment plant samples Transport_public_toilets : Average WBS concentration in bus terminal wastewater samples Market_public_toilets : Average WBS concentration in market wastewater samples Hospitals : Average WBS concentration in hospital wastewater samples Total_tests : Total number of COVID-19 tests conducted in the four hospitalsTotal_positives : Total number of positive COVID-19 tests from the four hospitalsTotal_admissions : Total number of COVID-19 related admissions in the four hospitalsCum_pos_3daysbefore : Cumulative number of positive COVID-19 tests within 3 days before a wastewater sample collection dateCum_pos_7daysbefore: Cumulative number of positive COVID-19 tests within 7 days before a wastewater sample collection dateCum_pos_15daysbefore : Cumulative number of positive COVID-19 tests within 15 days before a wastewater sample collection dateCum_pos_3daysafter : Cumulative number of positive COVID-19 tests within 3 days after a wastewater sample collection dateCum_pos_7daysafter : Cumulative number of positive COVID-19 tests within 7 days after a wastewater sample collection dateCum_pos_15daysafter : Cumulative number of positive COVID-19 tests within 15 days after a wastewater sample collection date<br>
DOI: 10.5281/zenodo.15127812
title: Causal AI-Based Clinical and Radiomic Analysis for Optimizing Patient Selection in Combined Immunotherapy and SABR in Early-Stage NSCLC – A Secondary Analysis of the Phase II I-SABR Trial
DOI: 10.5281/zenodo.15127813
title: Causal AI-Based Clinical and Radiomic Analysis for Optimizing Patient Selection in Combined Immunotherapy and SABR in Early-Stage NSCLC – A Secondary Analysis of the Phase II I-SABR Trial
DOI: 10.34740/kaggle/dsv/11256760
title: BOS Kemdikbud
DOI: 10.15468/dl.pzfvyn
title: Occurrence Download

description: A dataset listing the 461 species recorded in GBIF matching the query:
{
 "and" : [
 "CollectionCode is mammals",
 "InstitutionKey is dc02e848-9e1f-4dd0-8078-2eb60620d39b",
 "OccurrenceStatus is Present",
 "TaxonKey is Primates"
 ]
}

 The dataset's 461 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001027-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yepa47
title: Occurrence Download

description: A dataset containing 15456918 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "Year 2020-2025"
 ]
}

 The dataset includes 15456918 records from 1331 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001013-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yft3zq
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epeolus carolinus Mitchell, 1962",
 "Year 2019-2025"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001030-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3sz3f
title: Occurrence Download

description: A dataset containing 600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dombeya quinqueseta (Delile) Exell",
 "Continent is Africa"
 ]
}

 The dataset includes 600 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001031-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60707/m388-cb55
title: STEM imaging and EELS of vesicles in pyrrhotite in OREX-501044-104
DOI: 10.60707/v0zg-hg87
title: STEM imaging of OREX-501044-104
DOI: 10.60707/n5p6-9p02
title: STEM imaging and EELS of vesicles in pyrrhotite in OREX-501044-104
DOI: 10.15468/dl.5jy3qs
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dopatrium longidens Skan",
 "Continent is Africa"
 ]
}

 The dataset includes 168 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001032-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5sgp7u
title: Occurrence Download

description: A dataset containing 472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anomis argillacea Hübner, 1823",
 "HasCoordinate is true"
 ]
}

 The dataset includes 472 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001033-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ekfq6t
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dopatrium macranthum Oliv.",
 "Continent is Africa"
 ]
}

 The dataset includes 148 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001034-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bhh2kx
title: Occurrence Download

description: A dataset containing 29915 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arthroceras subterminale (Parish) Piirainen & G.Kadereit, Salicornia L., Arthrocaulon Piirainen & G.Kadereit, Halocnemum M.Bieb., Allenrolfea Kuntze, Microcnemum Ung.-Sternb., Halopeplis Ung.-Sternb., Mangleticornia P.W.Ball, G.Kadereit & Cornejo, Halostachys C.A.Mey., Heterostachys Ung.-Sternb., Kalidium Moq., Tecticornia Hook.f.)",
 "HasCoordinate is true",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 29915 records from 446 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001035-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgvrye
title: Occurrence Download

description: A dataset containing 2137 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Marshallia caespitosa Nutt. ex DC."
 ]
}

 The dataset includes 2137 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019744-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sm9xw3
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hetaeria rostrata J.J.Sm."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241890-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umuyms
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kajikia audax (Philippi, 1887)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069604-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9dsrvd
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((1.72850 44.89856,85.46323 44.89856,85.46323 78.39245,1.72850 78.39245,1.72850 44.89856))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cordilura ustulata Zetterstedt, 1838"
 ]
}

 The dataset includes 183 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0246318-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exqaff
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Marsdenia truncata Jum. & H.E.P.Perrier"
 ]
}

 The dataset includes 196 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019725-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmpswz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mostacillastrum morrisonii (Al-Shehbaz) Al-Shehbaz"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043838-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tam5px
title: Occurrence Download

description: A dataset containing 661066 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Localización de táxones botánicos de interés para la identificación de hábitats de la REDIAM (Secretaría General de Medio Ambiente, Agua y Cambio Climático)",
 "GadmGid is ESP.1.7_1",
 "Geometry POLYGON((-22.64723 30.74421,13.64723 30.74421,13.64723 45.25579,-22.64723 45.25579,-22.64723 30.74421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 661066 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010424-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwwq9w
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium ronasii P.D.Sell"
 ]
}

 The dataset includes 25 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0246330-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rdc8tt
title: Occurrence Download

description: A dataset containing 1499 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "CoordinateUncertaintyInMeters 0.0-100.0",
 "Country is one of (Austria, Finland, Denmark, Estonia, Ukraine, Germany, France, Sweden, Belarus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ulmus laevis Pall.",
 "Year 1980-2023"
 ]
}

 The dataset includes 1499 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250134-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mf6p9b
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zeuxine agyokuana Fukuy."
 ]
}

 The dataset includes 74 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241895-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3t7rmr
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ruehssia veronicae (W.D.Stevens) L.O.Alvarado"
 ]
}

 The dataset includes 138 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019730-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cq329e
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-103.24861 20.59581,-103.22248 20.59622,-103.22114 20.60863,-103.22329 20.61764,-103.24829 20.61728,-103.24861 20.59581))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 96 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241898-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ggvn5w
title: Occurrence Download

description: A dataset listing the 3569 species recorded in GBIF matching the query:
{
 "and" : [
 "InstitutionKey is d7475b3a-52a4-4fa7-8136-5311900cdfcd",
 "PublishingOrg is 90fd6680-349f-11d8-aa2d-b8a03c50a862"
 ]
}

 The dataset's 3569 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010430-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ex8g9g
title: Occurrence Download

description: A dataset containing 688344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus sylvestris L.",
 "Year 1900-2023"
 ]
}

 The dataset includes 688344 records from 1621 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010435-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qp98ne
title: Occurrence Download

description: A dataset containing 3123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carpinus orientalis)",
 "HasCoordinate is true",
 "Geometry POLYGON ((-20.00014 31.999861, -20.00014 54.999861, 62.99986 54.999861, 62.99986 31.999861, -20.00014 31.999861))"
 ]
}

 The dataset includes 3123 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061004-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1091254
title: Laser Scan Data from Gloucester Cathedral, Gloucestershire 2017

description: This collection comprises raw laser scan data, meshes, and models from scanning conducted at Gloucester Cathedral. Gloucester Cathedral was founded as a Benedictine Abbey, with 11th- and 12th-century vaults in the crypt and 14th-centuryvaults in the transept, choir and cloister. These were scanned by Dr Nicholas Webb, Dr Alexandrina Buchanan, Dr James Hilson and Dr Sarah Duffy on 19th-20th July 2017, with funds from the University of Liverpool's David Foster Wicks Endowment Fund, as part of 'Tracing the Past' a research project exploring the design and construction of medieval vaults.
DOI: 10.15468/dl.59rpfk
title: Occurrence Download

description: A dataset containing 5606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Entacmaea quadricolor (Leuckart, 1828), Radianthus crispa (Hemprich & Ehrenberg, 1834), Radianthus magnifica (Quoy & Gaimard, 1833), Stichodactyla gigantea (Forsskål, 1775), Cryptodendrum adhaesivum (Klunzinger, 1877), Macrodactyla doreensis (Quoy & Gaimard, 1833), Stichodactyla mertensii Brandt, 1835, Stichodactyla haddoni (Saville-Kent, 1893), Radianthus malu (Haddon & Shackleton, 1893), Radianthus Kwietniewski, 1896)",
 "EventDate is greater than or equal to 1950"
 ]
}

 The dataset includes 5606 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018279-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c93b7x
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Sceliphron caementarium (Drury, 1773)"
 ]
}

 The dataset includes 49 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018290-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gt3evk
title: Occurrence Download

description: A dataset containing 571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is one of (CHN.16.5_1, CHN.16.10_1, CHN.16.6_1)",
 "TaxonKey is Cygnus columbianus (Ord, 1815)"
 ]
}

 The dataset includes 571 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018291-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9cbfm
title: Occurrence Download

description: A dataset containing 5606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Entacmaea quadricolor (Leuckart, 1828), Radianthus crispa (Hemprich & Ehrenberg, 1834), Radianthus magnifica (Quoy & Gaimard, 1833), Stichodactyla gigantea (Forsskål, 1775), Cryptodendrum adhaesivum (Klunzinger, 1877), Macrodactyla doreensis (Quoy & Gaimard, 1833), Stichodactyla mertensii Brandt, 1835, Stichodactyla haddoni (Saville-Kent, 1893), Radianthus malu (Haddon & Shackleton, 1893), Radianthus Kwietniewski, 1896)",
 "EventDate is greater than or equal to 1950"
 ]
}

 The dataset includes 5606 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018280-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15055555
title: Data set for "Slip behavior and earthquake nucleation depth in granitic faults modulated by effective normal stress"

description: After decompressing the zip file, you will find raw data from 18 hydrothermal granite friction experiments organized into 18 folders, each named according to the run number. Inside each folder, the experimental data are presented as follows

“xxx_time.txt”, Time (s)

“xxx_V_loadpoint.txt”, Slip Velocity (m/s)

“xxx_Displ.txt”, Displacement (m)

"xxx_f.txt", Friction Coefficient

"xxx_a_d.txt", Axial Displacement (mm)

"xxx_n_s_eff.txt", Effective Normal Stress (MPa)

"xxx_r_a1.txt", Revolution Angle 1 (°)

"xxx_r_a2.txt ", Revolution Angle 2 (°)

"xxx_T_C1.txt", Temperature near sample (°C)