cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18031434
title: Data and code for intensity-resolved classification of forest fire smoke using satellite and ground-based optical observations

description: This dataset contains processed aerosol optical properties, forest fire smoke classification results, and analysis codes used in the study “Intensity-Resolved Classification of Forest Fire Smoke via Fused Satellite and Ground-Based Optical Climatology”. The dataset integrates ground-based aerosol observations from AERONET, fire emission information from the Global Fire Emissions Database version 5 (GFED5), and land cover classification from the MODIS MCD12C1 product.

The processed data include quality-controlled aerosol optical parameters, matched fire-related samples, and multi-level clustering results used to identify characteristic optical fingerprints of forest fire smoke. The accompanying Python scripts provide the complete workflow for data preprocessing, clustering analysis, and visualization, enabling full reproducibility of the results presented in the associated manuscript.

All original datasets are publicly available from their respective data providers (NASA AERONET, GFED5, and NASA Earthdata). This repository contains only derived data and analysis codes generated in this study.
DOI: 10.5281/zenodo.18031435
title: Data and code for intensity-resolved classification of forest fire smoke using satellite and ground-based optical observations

description: This dataset contains processed aerosol optical properties, forest fire smoke classification results, and analysis codes used in the study “Intensity-Resolved Classification of Forest Fire Smoke via Fused Satellite and Ground-Based Optical Climatology”. The dataset integrates ground-based aerosol observations from AERONET, fire emission information from the Global Fire Emissions Database version 5 (GFED5), and land cover classification from the MODIS MCD12C1 product.

The processed data include quality-controlled aerosol optical parameters, matched fire-related samples, and multi-level clustering results used to identify characteristic optical fingerprints of forest fire smoke. The accompanying Python scripts provide the complete workflow for data preprocessing, clustering analysis, and visualization, enabling full reproducibility of the results presented in the associated manuscript.

All original datasets are publicly available from their respective data providers (NASA AERONET, GFED5, and NASA Earthdata). This repository contains only derived data and analysis codes generated in this study.
DOI: 10.15468/dl.vf36vu
title: Occurrence Download

description: A dataset containing 2054 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Callitropsis nootkatensis (D.Don) D.P.Little, Chamaecyparis nootkatensis (D.Don) Sudw.)"
 ]
}

 The dataset includes 2054 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041313-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10712112
title: Adenosine deficiency facilitates CA1 synaptic hyperexcitability in the presymptomatic phase of a mouse KI model of Alzheimer disease.

description: All data points, statistical models and raw western blot images from "Adenosine deficiency facilitates CA1 synaptic hyperexcitability in the presymptomatic phase of a mouse KI model of Alzheimer disease" are available.
DOI: 10.5281/zenodo.10712113
title: Adenosine deficiency facilitates CA1 synaptic hyperexcitability in the presymptomatic phase of a mouse KI model of Alzheimer disease.

description: All data points, statistical models and raw western blot images from "Adenosine deficiency facilitates CA1 synaptic hyperexcitability in the presymptomatic phase of a mouse KI model of Alzheimer disease" are available.
DOI: 10.5281/zenodo.13123551
title: Adenosine deficiency facilitates CA1 synaptic hyperexcitability in the presymptomatic phase of a mouse KI model of Alzheimer disease.

description: All data points, statistical models and raw western blot images from "Adenosine deficiency facilitates CA1 synaptic hyperexcitability in the presymptomatic phase of a mouse KI model of Alzheimer disease" are available.
DOI: 10.5281/zenodo.12656620
title: An R Shiny App for Visualizing the Top 100 Most Commonly Prescribed Medications and Their Distribution by ATC Code"
DOI: 10.5281/zenodo.12656619
title: An R Shiny App for Visualizing the Top 100 Most Commonly Prescribed Medications and Their Distribution by ATC Code"
DOI: 10.5281/zenodo.13123477
title: An R Shiny App for Visualizing the Top 100 Most Commonly Prescribed Medications and Their Distribution by ATC Code"
DOI: 10.15468/dl.nhwua2
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Thorichthys maculipinnis (Steindachner, 1864))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041314-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zsau4t
title: Occurrence Download

description: A dataset listing the 68 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((9.47720 47.27622,9.77300 47.27622,9.77300 47.39449,9.47720 47.39449,9.47720 47.27622))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset's 68 records were derived from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041298-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/9060006
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.15468/dl.42vvwx
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hierodula chinensis Werner, 1929"
 ]
}

 The dataset includes 50 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041316-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8byypa
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((12.1682 12.45497,14.17421 12.45497,14.17421 14.13818,12.1682 14.13818,12.1682 12.45497))",
 "HasCoordinate is true",
 "TaxonKey is one of (Amanita muscaria (L.) Lam., Fungi)"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041317-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/9060029
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.5281/zenodo.10585088
title: Linked collectors and determiners for: Field Museum of Natural History (Geology) Fossil Invertebrates Collection.

description: Natural history specimen data linked to collectors and determiners held within, "Field Museum of Natural History (Geology) Fossil Invertebrates Collection". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/6595e04b-13d2-4eac-933f-73786627b5a2 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/6595e04b-13d2-4eac-933f-73786627b5a2. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10705230
title: Linked collectors and determiners for: Field Museum of Natural History (Geology) Fossil Invertebrates Collection.

description: Natural history specimen data linked to collectors and determiners held within, "Field Museum of Natural History (Geology) Fossil Invertebrates Collection". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/6595e04b-13d2-4eac-933f-73786627b5a2 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/6595e04b-13d2-4eac-933f-73786627b5a2. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10872903
title: Linked collectors and determiners for: Field Museum of Natural History (Geology) Fossil Invertebrates Collection.

description: Natural history specimen data linked to collectors and determiners held within, "Field Museum of Natural History (Geology) Fossil Invertebrates Collection". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/6595e04b-13d2-4eac-933f-73786627b5a2 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/6595e04b-13d2-4eac-933f-73786627b5a2. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.11224125
title: Linked collectors and determiners for: Field Museum of Natural History (Geology) Fossil Invertebrates Collection.

description: Natural history specimen data linked to collectors and determiners held within, "Field Museum of Natural History (Geology) Fossil Invertebrates Collection". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/6595e04b-13d2-4eac-933f-73786627b5a2 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/6595e04b-13d2-4eac-933f-73786627b5a2. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10585087
title: Linked collectors and determiners for: Field Museum of Natural History (Geology) Fossil Invertebrates Collection.

description: Natural history specimen data linked to collectors and determiners held within, "Field Museum of Natural History (Geology) Fossil Invertebrates Collection". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/6595e04b-13d2-4eac-933f-73786627b5a2 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/6595e04b-13d2-4eac-933f-73786627b5a2. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.11049971
title: Linked collectors and determiners for: Field Museum of Natural History (Geology) Fossil Invertebrates Collection.

description: Natural history specimen data linked to collectors and determiners held within, "Field Museum of Natural History (Geology) Fossil Invertebrates Collection". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/6595e04b-13d2-4eac-933f-73786627b5a2 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/6595e04b-13d2-4eac-933f-73786627b5a2. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.12611310
title: Linked collectors and determiners for: Field Museum of Natural History (Geology) Fossil Invertebrates Collection.

description: Natural history specimen data linked to collectors and determiners held within, "Field Museum of Natural History (Geology) Fossil Invertebrates Collection". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/6595e04b-13d2-4eac-933f-73786627b5a2 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/6595e04b-13d2-4eac-933f-73786627b5a2. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13123657
title: Linked collectors and determiners for: Field Museum of Natural History (Geology) Fossil Invertebrates Collection.

description: Natural history specimen data linked to collectors and determiners held within, "Field Museum of Natural History (Geology) Fossil Invertebrates Collection". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/6595e04b-13d2-4eac-933f-73786627b5a2 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/6595e04b-13d2-4eac-933f-73786627b5a2. Formatted as a Frictionless Data package.
DOI: 10.15468/dl.tqejfs
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neltuma alpataco (Phil.) C.E.Hughes & G.P.Lewis"
 ]
}

 The dataset includes 123 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041318-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25403/upresearchdata.26383183
title: Development of accreditation criteria for freestanding midwife-led birth centres through a three-phased multimethod

description: This dataset contains data gathered during a three-phase multi-methods research study:
Phase 1: Data exported from Rayyan, a web-based tool used during the process of a scoping review.Phase 2a: Qualitative data in the form of a focus group transcript and two completed questionnaires (conducted to explore the experiences of recent birth centre clients on the care they received).Phase 2b: Images of a Google Jamboard created by experts in midwife-led or maternity care during a nominal group technique session. The purpose of the session was to generate ideas regarding aspects to be included in the accreditation criteria.Phase 3: an Excel spreadsheet containing a summary of responses to an E-Delphi questionnaire through which experts evaluated drafted accreditation criteria.
<br>
<br>
DOI: 10.25403/upresearchdata.26383183.v2
title: Development of accreditation criteria for freestanding midwife-led birth centres through a three-phased multimethod

description: This dataset contains data gathered during a three-phase multi-methods research study:
Phase 1: Data exported from Rayyan, a web-based tool used during the process of a scoping review.Phase 2a: Qualitative data in the form of a focus group transcript and two completed questionnaires (conducted to explore the experiences of recent birth centre clients on the care they received).Phase 2b: Images of a Google Jamboard created by experts in midwife-led or maternity care during a nominal group technique session. The purpose of the session was to generate ideas regarding aspects to be included in the accreditation criteria.Phase 3: an Excel spreadsheet containing a summary of responses to an E-Delphi questionnaire through which experts evaluated drafted accreditation criteria.
<br>
<br>
DOI: 10.25403/upresearchdata.26383183.v1
title: Develop accreditation criteria through a three-phased multimethod study for freestanding obstetrician-led birth centres

description: This dataset contains data gathered during a three-phase multi-methods research study:
Phase 1: Data exported from Rayyan, a web-based tool used during the process of a scoping review.Phase 2a: Qualitative data in the form of a focus group transcript and two completed questionnaires (conducted to explore the experiences of recent birth centre clients on the care they received).Phase 2b: Images of a Google Jamboard created by experts in midwife-led or maternity care during a nominal group technique session. The purpose of the session was to generate ideas regarding aspects to be included in the accreditation criteria.Phase 3: an Excel spreadsheet containing a summary of responses to an E-Delphi questionnaire through which experts evaluated drafted accreditation criteria.
<br>
<br>
DOI: 10.15468/dl.aft7c6
title: Occurrence Download

description: A dataset containing 1591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((104.42655 1.39895,103.50922 2.99655,103.40615 4.77968,102.35482 6.08869,100.36555 5.68671,100.86029 3.26454,103.41646 1.4711,104.42655 1.39895))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anseriformes"
 ]
}

 The dataset includes 1591 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041320-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13011/m3-5h32-0a18
title: Temperature-Dependent Material Property Database: NAB (Wire-Arc Additve)
DOI: 10.5281/zenodo.12759572
title: Stress Testing CPS - Crazyflie dataset

description: This dataset contains the test traces generated for the Crazyflie case study of the paper "Stress Testing Control Loops in Cyber Physical Systems". After unzipping, copy the content of the folder cfdata_max015 in the code repository. Then, instead of executing the tests, the code will use the pre-generated traces.
DOI: 10.5281/zenodo.13123582
title: Stress Testing CPS - Crazyflie dataset

description: This dataset contains the test traces generated for the Crazyflie case study of the paper "Stress Testing Control Loops in Cyber Physical Systems". After unzipping, copy the content of the folder cfdata_max015 in the code repository. Then, instead of executing the tests, the code will use the pre-generated traces.
DOI: 10.5281/zenodo.8043370
title: Stress Testing CPS - Crazyflie dataset

description: This dataset contains the test traces generated for the Crazyflie case study of the paper "Stress Testing Control Loops in Cyber Physical Systems". Simply copy the content of the unpacked folder in the code repository and instead of re-executing the tests, the code will use the pre-generated traces.
DOI: 10.5281/zenodo.8043446
title: Stress Testing CPS - Crazyflie dataset

description: This dataset contains the test traces generated for the Crazyflie case study of the paper "Stress Testing Control Loops in Cyber Physical Systems". Simply copy the content of the unpacked folder in the code repository and instead of re-executing the tests, the code will use the pre-generated traces.
DOI: 10.5281/zenodo.8042774
title: Stress Testing CPS - Crazyflie dataset

description: This dataset contains the test traces generated for the Crazyflie case study of the paper "Stress Testing Control Loops in Cyber Physical Systems". After unzipping, copy the content of the folder cfdata_max015 in the code repository. Then, instead of executing the tests, the code will use the pre-generated traces.
DOI: 10.5281/zenodo.8042775
title: Stress Testing CPS - Crazyflie dataset

description: This dataset contains the test traces generated for the Crazyflie case study of the paper "Stress Testing Control Loops in Cyber Physical Systems". Simply copy the content of the unpacked folder in the code repository and instead of re-executing the tests, the code will use the pre-generated traces.
DOI: 10.15468/dl.w4hacv
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ostryocarpus zenkerianus (Harms) Dunn"
 ]
}

 The dataset includes 16 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041321-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n88zyh
title: Occurrence Download

description: A dataset containing 977039 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepidoptera",
 "Country is Norway",
 "HasCoordinate is true",
 "Year is greater than or equal to 2005",
 "Year is less than or equal to 2024",
 "CoordinateUncertaintyInMeters is less than or equal to 200"
 ]
}

 The dataset includes 977039 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041295-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yt84d2
title: Occurrence Download

description: A dataset containing 15424 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chamaecyparis lawsoniana (A.Murray bis) Parl."
 ]
}

 The dataset includes 15424 records from 327 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041322-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kf7uk2
title: Occurrence Download

description: A dataset containing 550 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Teleogryllus emma (Ohmachi & Matsuura, 1951)"
 ]
}

 The dataset includes 550 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041323-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.35003/8kdsha/adqfrj
title: GPL1720_FigS-1.ppt

description: :unav
DOI: 10.35003/8kdsha/o5jlzz
title: GPL1720_T1.xlsx

description: :unav
DOI: 10.35003/8kdsha/rxqupe
title: GPL1720_Fig1.ppt

description: :unav
DOI: 10.35003/8kdsha/tvanyn
title: GPL1720_Fig3.ppt

description: :unav
DOI: 10.35003/8kdsha/22flpq
title: GPL1720_TS-2.xlsx

description: :unav
DOI: 10.35003/8kdsha/6dwhue
title: GPL1720_FigS-3.ppt

description: :unav
DOI: 10.35003/8kdsha/drzufw
title: GPL1720_FigS-2.ppt

description: :unav
DOI: 10.35003/8kdsha/iqql9y
title: GPL1720_TS-1.xlsx

description: :unav
DOI: 10.35003/8kdsha/l6ylnt
title: GPL1720_FigS-4.ppt

description: :unav
DOI: 10.35003/8kdsha/msmeio
title: GPL1720_Fig2.ppt

description: :unav
DOI: 10.35003/8kdsha
title: Replication Data for: The cosmic molybdenum-neodymium isotope correlation and the building material of the Earth

description: Abstract: The isotopic similarity of enstatite chondrites and Earth has often been cited as evidence that the Earth is made of enstatite chondrite-like material. Here we show, however, that enstatite chondrites exhibit nucleosynthetic molybdenum (Mo) isotope anomalies and, therefore, cannot represent the sole building blocks of the Earth. Enstatite and ordinary chondrites together with the Earth’s mantle plot on a cosmic Mo-Nd isotope correlation line that reflects varying proportions of s-process matter in these samples. This correlation indicates that the nucleosynthetic makeup of Earth’s building material did not change over time and that Earth, on average, accreted from bodies that originated closer to the Sun and were enriched in s-process matter compared to known chondrites. As such, any contribution of chondrites to Earth’s accreting material must be compensated by the addition of s-process enriched bodies. This material is not present in our meteorite collections, but may have been sampled by Venus or Mercury. The s-process enriched nature of the Earth can fully account for its higher 142Nd compared to chondrites, which therefore does not require an early differentiation of Earth’s mantle.
DOI: 10.35003/8kdsha/zfymrr
title: GPL1720_abstract.jpg

description: :unav