cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9w4w7d
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "GadmGid is CHN.3_1",
 "OccurrenceStatus is Present",
 "PublishingOrg is 98e934b0-5f31-11de-b67e-b8a03c50a862",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 29 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055592-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.um8g6u
title: Occurrence Download

description: A dataset containing 1314 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Eswatini",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 1314 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055593-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6rhg32kf7g.1
title: Interbrain Synchrony Mitigates the Polarizing Effect of Echo Chambers

description: The folder includes raw neural and behavioral data and R scripts used to run data analyses.
DOI: 10.17632/64ffgx7rgx.1
title: Accuracy of Medicaid Physician Directories of Dermatologists Providing Phototherapy - Supplemental Table

description: Supplemental Table Footnotes: Accuracy of Medicaid Physician Directories by state. States marked with an asterisk (*) have implemented Medicaid expansion. The accuracy of directories was calculated by dividing the number of dermatologists accepting Medicaid (verified by call) by the number of dermatologists appearing in the directory. Chi-square test does not show significant differences based on Medicaid expansion (p=0.27).
DOI: 10.17632/hg7x3cgsj2.1
title: Bullous Pemphigoid: A practical approach to diagnosis and management in the modern era

description: Supplemental dataset for JAAD Clinical Review: Bullous Pemphigoid: A practical approach to diagnosis and management in the modern era
DOI: 10.17632/5psddnt8dd.1
title: Material anexo: Preguntas orientadoras

description: Material complementario con las preguntas orientadoras de la primera fase de entrevistas del estudio "Marco conceptual asociado a la identidad e imagen profesional de enfermería en Chile: Perspectiva de enfermeras jubiladas"
DOI: 10.17632/59d54rtfhm.1
title: Source data from Chun

description: the data from the microbial necromass carbon and iron-bound organic carbon following land use and salinity in estuary soils
DOI: 10.17632/bm2r8ckf56.1
title: Supplementary material related to BB03

description: ARC05-BB03 Radiocarbon dates, sedmentary rates, and radiogenic isotope data.
DOI: 10.17632/bm2r8ckf56.2
title: Supplementary material related to BB03

description: ARC05-BB03 Radiocarbon dates, sedmentary rates, and radiogenic isotope data.
DOI: 10.17632/2mpd7d3vry.1
title: Automatic Water Stress detection in wheat crop canopy using Chlorophyll fluorescence image dataset

description: Pre-processed Chlorophyll fluorescence dataset of wheat canopy images for automatic water stress detection using machine learning models. The dataset is comprised of file system-based information about the wheat variety Raj 3765. The analysis is done for the period of sixty days, twenty-four chlorophyll fluorescence images every day for each (Control and Drought) have been recorded. A total of (1440 x 2 (for both control and drought) =2880) images has been utilized. The size of the dataset was increased to (2880*6) for this study's endeavor using data argumentation techniques in order to develop the more generalized model.

The created dataset is subjected to different pre-processing pipelines comprising noise and contrast enhancement procedures. Pre-processed output images are subjected to novel segmentation algorithm called "Cfit k-means " to extract appropriate ROI which maximizes photosynthetic activity. The dataset and publications links are already shared in related links.

PSII (photosystem -II) colour features and GLCM correlation-based features are used for further analysis in the automation process.

Automation procedure involve selection of appropriate algorithm from top 10 algorithms listed below for the said purpose.

1.	Logistic Regression
2.	Linear Discriminant Analysis (LDA)
3.	K-nearest neighbours (KNN)
4.	Decision Tree (CART)
5.	Gaussian Naïve Bayes (GNB)
6.	Support Vector Machine (SVM)
7.	Extra Trees (ETC)
8.	Gradient Boosting (GB)
DOI: 10.17632/2mpd7d3vry.2
title: Automatic Water Stress detection in wheat crop canopy using Chlorophyll fluorescence image dataset

description: Pre-processed Chlorophyll fluorescence dataset of wheat canopy images for automatic water stress detection using machine learning models. The dataset is comprised of file system-based information about the wheat variety Raj 3765. The analysis is done for the period of sixty days, twenty-four chlorophyll fluorescence images every day for each (Control and Drought) have been recorded. A total of (1440 x 2 (for both control and drought) =2880) images has been utilized. The size of the dataset was increased to (2880*6) for this study's endeavor using data argumentation techniques in order to develop the more generalized model.

The created dataset is subjected to different pre-processing pipelines comprising noise and contrast enhancement procedures. Pre-processed output images are subjected to novel segmentation algorithm called "Cfit k-means " to extract appropriate ROI which maximizes photosynthetic activity. The dataset and publications links are already shared in related links.

PSII (photosystem -II) colour features and GLCM correlation-based features are used for further analysis in the automation process.

The automation procedure involves the selection of an appropriate algorithm from the top 9 algorithms listed below for the said purpose.

1.	Logistic Regression
2.	Linear Discriminant Analysis (LDA)
3.	K-nearest neighbours (KNN)
4.	Decision Tree (CART)
5.	Gaussian Naïve Bayes (GNB)
6.	Support Vector Machine (SVM)
7.	Extra Trees (ETC)
8.	Gradient Boosting (GB)
9.     Random forest (RF)
DOI: 10.17632/2mpd7d3vry.3
title: Automatic Water Stress detection in wheat crop canopy using Chlorophyll fluorescence image dataset

description: Pre-processed Chlorophyll fluorescence dataset of wheat canopy images for automatic water stress detection using machine learning models. The dataset is comprised of file system-based information about the wheat variety Raj 3765. The analysis is done for the period of sixty days, twenty-four chlorophyll fluorescence images every day for each (Control and Drought) have been recorded. A total of (1440 x 2 (for both control and drought) =2880) images has been utilized. The size of the dataset was increased to (2880*6) for this study's endeavor using data argumentation techniques in order to develop the more generalized model.

The created dataset is subjected to different pre-processing pipelines comprising noise and contrast enhancement procedures. Pre-processed output images are subjected to novel segmentation algorithm called "Cfit k-means " to extract appropriate ROI which maximizes photosynthetic activity. The dataset and publications links are already shared in related links.

PSII (photosystem -II) colour features and GLCM correlation-based features are used for further analysis in the automation process.

The automation procedure involves the selection of an appropriate algorithm from the top 9 algorithms listed below for the said purpose.

1.	Logistic Regression
2.	Linear Discriminant Analysis (LDA)
3.	K-nearest neighbours (KNN)
4.	Decision Tree (CART)
5.	Gaussian Naïve Bayes (GNB)
6.	Support Vector Machine (SVM)
7.	Extra Trees (ETC)
8.	Gradient Boosting (GB)
9.     Random forest (RF)
DOI: 10.17632/2mpd7d3vry.4
title: Automatic Water Stress detection in wheat crop canopy using Chlorophyll fluorescence image dataset

description: Pre-processed Chlorophyll fluorescence dataset of wheat canopy images for automatic water stress detection using machine learning models. The dataset is comprised of file system-based information about the wheat variety Raj 3765. The analysis is done for the period of sixty days, twenty-four chlorophyll fluorescence images every day for each (Control and Drought) have been recorded. A total of (1440 x 2 (for both control and drought) =2880) images has been utilized. The size of the dataset was increased to (2880*20) for this study's endeavor using data argumentation techniques in order to develop the more generalized model.

The created dataset is subjected to different pre-processing pipelines comprising noise and contrast enhancement procedures. Pre-processed output images are subjected to novel segmentation algorithm called "Cfit k-means " to extract appropriate ROI which maximizes photosynthetic activity. The dataset and publications links are already shared in related links.

PSII (photosystem -II) colour features and GLCM correlation-based features are used for further analysis in the automation process.

The automation procedure involves the selection of an appropriate algorithm from the top 9 algorithms listed below for the said purpose.

1. Logistic Regression
2. Linear Discriminant Analysis (LDA)
3. K-nearest neighbours (KNN)
4. Decision Tree (CART)
5. Gaussian Naïve Bayes (GNB)
6. Support Vector Machine (SVM)
7. Extra Trees (ETC)
8. Gradient Boosting (GB)
9. Random forest (RF)
DOI: 10.17632/w5s2p8ch75.1
title: C/N losses

description: lab experiment about nitrification inhibitor effect on soil CO2, N2O and NH3 emission
DOI: 10.17632/ff2k2cd66x.1
title: GENEJOURNAL-D-24-05261R1

description: This document shows the TrMYB130 physiological data and phylogenetic relationship between white clover and Arabidopsis 1R-MYB family members.
DOI: 10.17632/5fm2sfjjpz.1
title: Different Substrate on the reproduction rate of earthworms (Eudrilus eugeniae) and NPK content of its Castings

description: In response to concerns over chemically produced crops using synthetic fertilizers, organic farming has turned to earthworm composting as an alternative. This study evaluates the effects of locally available substrates on earthworm reproduction rates and the NPK content of their castings. Conducted in a Completely Randomized Design with seven treatments replicated three times, the substrates included 75% goat manure combined with 25% of banana leaves, grass clippings, rice straw, legume leaves, cassava leaves, banana bracts, and sawdust. After 45 days, castings were collected, weighed, and analyzed. Treatments with sawdust and legume leaves showed the highest reproduction rates, while banana bracts and legume leaves yielded higher Nitrogen and Phosphorous levels. Sawdust and legume leaves produced castings with elevated Potassium. Using goat manure with legume leaves and sawdust is recommended for increased vermicomposting efficiency and enriched NPK content.
DOI: 10.17632/rs5gf9bjmb.1
title: Home-Owner Preferences for Energy-Efficient Heat Pump Financing in Three Southern States

description: This dataset supports a study on homeowners' preferences for financing options for energy-efficient (EE) heat pump systems in the Southeastern U.S. The data was collected through an online structured survey conducted from November 17–27, 2021. It includes information on loan attributes (e.g., interest rates, payback periods, loan types, and funding sources), socio-demographic characteristics, and consumer preferences derived from choice-based conjoint (CBC) experiments. All respondent identifiers have been removed to protect confidentiality, and data has been anonymized.
DOI: 10.34740/kaggle/dsv/10361278
title: ⏳ endoflife.date database (duckdb)
DOI: 10.15468/dl.2h9kur
title: Occurrence Download

description: A dataset containing 5866 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IDN.27.9_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 5866 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055594-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ggakg
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "GadmGid is CHN.13_1",
 "OccurrenceStatus is Present",
 "PublishingOrg is 98e934b0-5f31-11de-b67e-b8a03c50a862",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 94 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055595-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.km7227
title: Occurrence Download

description: A dataset containing 27807 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is ZWE.2_1",
 "TaxonKey is Passeriformes",
 "Year 1994-2023"
 ]
}

 The dataset includes 27807 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055596-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmw3gh
title: Occurrence Download

description: A dataset containing 1154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "GadmGid is CHN.26_1",
 "OccurrenceStatus is Present",
 "PublishingOrg is 98e934b0-5f31-11de-b67e-b8a03c50a862",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 1154 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055598-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3pzutz
title: Occurrence Download

description: A dataset containing 685 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is CHN.11.3_1",
 "TaxonKey is Passeriformes",
 "Year 1994-2023"
 ]
}

 The dataset includes 685 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055599-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14591139
title: Raw_Data on Factors Influencing Adolescent Anxiety Symptoms

description: The dataset "Raw_Data on Factors Influencing Adolescent Anxiety Symptoms" was collected using the online platform Questionnaire Star (www.Sojump.com) from May to July 2024, targeting students from two schools in Guangzhou. After excluding invalid responses, 469 valid questionnaires were analyzed. This study focuses on key mental health factors, including anxiety symptoms, academic stress, social media addiction, self-efficacy, and sleep quality. The dataset provides valuable insights into adolescents' psychological states and development.
DOI: 10.5281/zenodo.14591140
title: Raw_Data on Factors Influencing Adolescent Anxiety Symptoms

description: The dataset "Raw_Data on Factors Influencing Adolescent Anxiety Symptoms" was collected using the online platform Questionnaire Star (www.Sojump.com) from May to July 2024, targeting students from two schools in Guangzhou. After excluding invalid responses, 469 valid questionnaires were analyzed. This study focuses on key mental health factors, including anxiety symptoms, academic stress, social media addiction, self-efficacy, and sleep quality. The dataset provides valuable insights into adolescents' psychological states and development.
DOI: 10.18150/gax0ih
title: Dane artykułu "Wyniki badań odpowiedzi gazochromowej na wodór cienkich warstw WO3 naniesionych za pomocą parowania wiązką elektronową"

description: Dane dotyczą wyników opublikowanych w artykule: "Wyniki badań odpowiedzi gazochromowej na wodór cienkich warstw WO3 naniesionych za pomocą parowania wiązką elektronową", Wiktoria Weichbrodt, Michał Mazur, DOI:10.5604/01.3001.0054.7919Rys. 4. Widma transmisji światła cienkiej warstwy WO3 wygrzewanej w temperaturze 400°CRys. 5a. Widma transmisji światła cienkiej warstwy WO3 wygrzewanej w temperaturze 400°C z naniesioną warstwą katalizatora podczas procesu gazochromowego dla stężenia wodoru 50 ppmRys. 5b. Widma transmisji światła cienkiej warstwy WO3 wygrzewanej w temperaturze 400°C z naniesioną warstwą katalizatora podczas procesu gazochromowego dla stężenia wodoru 500 ppmPomiary widm transmisji światła zostały wykonane z użyciem spektrofotometru Ocean Optics QE65000 i źródła DH-BAL 2000 z lampą halogenową i deuterową w zakresie spektralnym 300-1000 nm z wykorzystaniem oprogramowania SpectraSuite. Widma zmierzono podczas wprowadzania powietrza i mieszaniny H2/Ar o stężeniu wodoru 50 oraz 500 ppm dla różnych interwałów czasowych. Dane z rys. 4 zostały zebrane dla warstwy bez katalizatora, a z rys. 5a i 5b dla warstwy z katalizatorem Pd.
DOI: 10.15468/dl.cmywr9
title: Occurrence Download

description: A dataset listing the 5310 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chiroptera"
 ]
}

 The dataset's 5310 records were derived from 7396 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055597-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/pdm1zk
title: Uitbreiding Eindhoven Airport
title: Een definitieve opgraving, variant archeologische begeleiding

description: &lt;p&gt;In opdracht van Tauw bv heeft ADC ArcheoProjecten een opgraving, variant archeologische begeleiding uitgevoerd in het kader van geplande nieuwbouw op de luchthaven. Aanleiding vormt de geplande bouw van twee nieuwe hallen en een hellingbaan. Een deel van het plangebied ligt in een zone met een hoge archeologische verwachting. De bevoegde overheid heeft op basis van een
bureauonderzoek een deel van het plangebied met een oppervlak van ca. 4.800 m2 geselecteerd voor nader onderzoek. Omdat het zetten van verkennende boringen naar de intactheid en opbouw van de bodem niet mogelijk/wenselijk was, is direct besloten tot een archeologische begeleiding conform protocol ‘Opgraven’. Er is besloten om werk met werk te combineren en een archeologische begeleiding conform protocol opgraven uit te voeren tijdens de grondroerende
werkzaamheden voor de geplande bodemingrepen.&lt;/p&gt;&lt;p&gt;

Het archeologisch onderzoek bestond uit het begeleiden van twee saneringen en het uitgraven van een bouwput. Tijdens deze onderzoeken is vastgesteld dat de natuurlijke ondergrond relatief dicht onder het huidige maaiveld ligt. De natuurlijke ondergrond bestaat uit een pakket gelaagd lemig zand dat als Oud Dekzand wordt geïnterpreteerd. In het noordelijke deel van het plangebied bevindt zich hierboven nog een pakket ongelaagd, matig fijn tot matig grof, wit tot lichtgrijs kalkloos
zand dat als Jong Dekzand wordt geïnterpreteerd. Zowel in het geval van het oude als het jonge dekzand worden deze met een scherpe grens afgedekt door een recent omgewerkte laag. Het terrein is in het verleden bebouwd geweest en was tot voor kort in gebruik als parkeerterrein waaronder een puinverharding was aangebracht. In hoeverre deze ingrepen hebben gezorgd voor verstoring van een eventuele archeologische vindplaats is niet duidelijk, maar archeologische sporen of vondsten zijn niet aangetroffen.
&lt;/p&gt;&lt;p&gt;
Op basis van de resultaten van de uitgevoerde archeologische begeleidingen heeft het bevoegd gezag de verwachting op het aantreffen van behoudenswaardige archeologische resten afgeschaald naar laag. Daarop kon het onderzoek worden afgeschaald van een intensieve naar een extensieve begeleiding waarbij de archeologen alleen nog op afroep aanwezig hoefden te zijn wanneer bij de verdere graafwerkzaamheden (vermoedelijke) archeologische resten werden
aangetroffen. Dit geldt ook voor fase 1.3 van het werk, de ontgraving van de hellingbaan tot 4 m-mv en ontgraving constructies voor de roltrappen/lift tot ca. 1,45-1,75 m -mv met een geplande uitvoeringsdatum in 2027.&lt;/p&gt;
DOI: 10.15468/dl.xfw6se
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Canis simensis"
 ]
}

 The dataset includes 182 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081374-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uy4zeq
title: Occurrence Download

description: A dataset containing 1695929 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vulpes vulpes"
 ]
}

 The dataset includes 1695929 records from 3709 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081331-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qft5sy
title: Occurrence Download

description: A dataset containing 429291 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Mammalia [GBIF Backbone Taxonomy])",
 "BasisOfRecord is one of (Machine Observation)",
 "Continent is one of (South America, North America)",
 "Year 2000-2025"
 ]
 }
 ]
}

 The dataset includes 429291 records from 268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062388-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9uya74
title: Occurrence Download

description: A dataset containing 3374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geopelia striata",
 "Country is Lao People’s Democratic Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3374 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062416-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7t5na7
title: Occurrence Download

description: A dataset containing 3019 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geopelia striata",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3019 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062417-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nx4up4
title: Occurrence Download

description: A dataset containing 1307246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pararge aegeria (Linnaeus, 1758)"
 ]
}

 The dataset includes 1307246 records from 788 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0234286-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.