cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.t8qrvp
title: Occurrence Download

description: A dataset containing 6381 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eschweilera",
 "Year 1970-2025"
 ]
}

 The dataset includes 6381 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004352-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t3cdbb
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Channa ocellata"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004353-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69egcg
title: Occurrence Download

description: A dataset containing 997 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parnassius epaphus"
 ]
}

 The dataset includes 997 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004354-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ax5kyz
title: Occurrence Download

description: A dataset containing 355151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Columba livia",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 355151 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004335-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5wjyns
title: Occurrence Download

description: A dataset containing 383 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parnassius honrathi"
 ]
}

 The dataset includes 383 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004356-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fn9bw6
title: Occurrence Download

description: A dataset containing 63407 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Falco peregrinus)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 63407 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004337-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/hmk1sl
title: Model_parameters.tab

description: :unav
DOI: 10.57745/iwzg4a
title: 210323_T8_LOAD.tab

description: :unav
DOI: 10.57745/opbq95
title: 190205_T3_LOAD.tab

description: :unav
DOI: 10.57745/fu6tpr
title: figure_hyper.py

description: :unav
DOI: 10.57745/pkjrsu
title: 190205_T2_LOAD.tab

description: :unav
DOI: 10.57745/1dspbg
title: 210323_T7_LOAD.tab

description: :unav
DOI: 10.57745/ybhv1z
title: 220131_T2_LOAD.tab

description: :unav
DOI: 10.57745/jrnjyx
title: 190205_T1_LOAD.tab

description: :unav
DOI: 10.57745/nhqdwv
title: 210413_T6_LOAD.tab

description: :unav
DOI: 10.57745/lkgo18
title: figure_hyper_damage.py

description: :unav
DOI: 10.5522/04/14388461
title: NIAB DIVERSE MAGIC GENOTYPES AND PHENOTYPES

description: <b>SNP Genotype and Phenotype datasets for the NIAB DIVERSE MAGIC wheat population and its founders.</b> <br><br>The diverse MAGIC wheat population was developed at the National Institute for Applied Botany (NIAB), from whom germplasm is available (contact James Cockram).<br><br>Summary of the Data Sets available here:<br>(i) Founder_Consensus_Genotypes.calls.adjusted.txt, All_MAGIC_Consensus_Genotypes.calls.adjusted.txt: Tab-delimited genotypes of the 16 founders of the NIAB DIVERSE MAGIC wheat population and for 550 MAGIC lines, obtained using the 35k Wheat Breeders' Array. Calls were made using the Axiom Best Practices Genotyping Analysis workflow with an inbreeding penalty of 4. The released genotypes have consensus calls where multiple samples were genotyped from the same line. In addition, the genotypes at sites with no minor homozygous calls have been adjusted.<br>(ii) FOUNDERS.tar, MAGIC_PLINK.tar: Genotypes in PLINK format of 1.1M imputed SNPs from exome capture in the 16 founders and and low -coverage sequencing in 505 MAGIC lines.<br>(iii) MAGIC_PLINK_PRUNED.tar 55k tagging SNP genotypes of 505 MAGIC lines, suitable for GWAS<br>(iv) MAGIC_PHENOTYPES.txt Phenotypes for the MAGIC lines and founders.<br>(v) BASIC_GWAS.tar contains the genotypes and phenotypes and analysis scripts packaged into one file. We provide a simple pipeline for genetic mapping with these data.Once unpacked, the 'DATA' subdirectory contains the phenotypic data and the tagging set of ~55k SNP sites called in 504 inbred lines. In this directory, we include R functions for association mapping (file mixed.model.functions.r), including a mixed model transformation to remove the inflationary effects of unequal relatedness on genetic associations. Association mapping can be run on the basis of SNPs or the inferred founder haplotype dosages. To run, follow the steps in the R script example.analysis.r (this will run without modification if the downloaded directory is used as the R working directory). We also include a function for plotting the results as a manhattan plot (plot.functions.r). <br><br>
DOI: 10.5522/04/14388461.v1
title: NIAB DIVERSE MAGIC GENOTYPES AND PHENOTYPES

description: <b>SNP Genotype and Phenotype datasets for the NIAB DIVERSE MAGIC wheat population and its founders.</b> <br><br>The diverse MAGIC wheat population was developed at the National Institute for Applied Botany (NIAB), from whom germplasm is available (contact James Cockram).<br><br>Summary of the Data Sets available here:<br>(i) Founder_Consensus_Genotypes.calls.adjusted.txt, All_MAGIC_Consensus_Genotypes.calls.adjusted.txt: Tab-delimited genotypes of the 16 founders of the NIAB DIVERSE MAGIC wheat population and for 550 MAGIC lines, obtained using the 35k Wheat Breeders' Array. Calls were made using the Axiom Best Practices Genotyping Analysis workflow with an inbreeding penalty of 4. The released genotypes have consensus calls where multiple samples were genotyped from the same line. In addition, the genotypes at sites with no minor homozygous calls have been adjusted.<br>(ii) FOUNDERS.tar, MAGIC_PLINK.tar: Genotypes in PLINK format of 1.1M imputed SNPs from exome capture in the 16 founders and and low -coverage sequencing in 505 MAGIC lines.<br>(iii) MAGIC_PLINK_PRUNED.tar 55k tagging SNP genotypes of 505 MAGIC lines, suitable for GWAS<br>(iv) MAGIC_PHENOTYPES.txt Phenotypes for the MAGIC lines and founders.<br>(v) BASIC_GWAS.tar contains the genotypes and phenotypes and analysis scripts packaged into one file. We provide a simple pipeline for genetic mapping with these data.Once unpacked, the 'DATA' subdirectory contains the phenotypic data and the tagging set of ~55k SNP sites called in 504 inbred lines. In this directory, we include R functions for association mapping (file mixed.model.functions.r), including a mixed model transformation to remove the inflationary effects of unequal relatedness on genetic associations. Association mapping can be run on the basis of SNPs or the inferred founder haplotype dosages. To run, follow the steps in the R script example.analysis.r (this will run without modification if the downloaded directory is used as the R working directory). We also include a function for plotting the results as a manhattan plot (plot.functions.r). <br><br>
DOI: 10.57745/xknwfb
title: 190205_T6_LOAD.tab

description: :unav
DOI: 10.57745/f8vvdv
title: 210413_T8_LOAD.tab

description: :unav
DOI: 10.57745/pqtteh
title: 210413_T5_LOAD.tab

description: :unav
DOI: 10.57745/mknnvc
title: README.md

description: :unav
DOI: 10.15468/dl.twghf7
title: Occurrence Download

description: A dataset containing 51827 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The Coleoptera collection (EC) of the Muséum national d'Histoire naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 51827 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013333-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17509236
title: Data Associated with Gerson et al., in prep, NAR
DOI: 10.5281/zenodo.17515853
title: SHE'RIY MATNLARNING FONOSTLISTIK TAHLILI
DOI: 10.5281/zenodo.17515854
title: SHE'RIY MATNLARNING FONOSTLISTIK TAHLILI
DOI: 10.15468/dl.4twz5s
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Collection Quaternary Small Mammals IQW"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013341-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pe9x54
title: Occurrence Download

description: A dataset containing 221 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Palestine, State of",
 "Year is 2017",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 221 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013342-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30521462
title: Supplementary Material for: Endothelin-1 and cardio-kidney events among patients with CKD, diabetes, and anemia

description: Background: 
Endothelin-1 (ET-1) is a potent vasoconstrictor and is implicated in the pathogenesis of proteinuria and progressive chronic kidney disease (CKD). With the development of ET-1 receptor antagonists, there is interest in whether higher ET-1 concentrations are associated with a greater risk of adverse cardio-kidney events among high-risk patients, e.g., those with established chronic kidney disease (CKD) and type 2 diabetes (T2DM).

Methods: 
Endothelin-1 concentrations were measured in a random subset of TREAT (n=997 (25%) of the original 4,038 patients with CKD, T2DM, and anemia) using an automated ELISA assay on the Ella analyzer (ProteinSimple). We used unadjusted and adjusted Cox regression models to explore the association of baseline serum ET-1 (log-transformed and quartiles) with kidney events (composite of kidney failure or doubling of serum creatinine), heart failure, and cardiovascular and all-cause death. 

Results:
At baseline, mean age was 67 10 years and 56% were female. The mean eGFR was 34 11 mL/min/1.73 m2; median urine protein/creatinine ratio was 0.4 [0.1, 1.7] g/g; median ET-1 was 2.4 [1.9, 3.0] pg/mL. During a median follow-up of 2.4 years, there were 225 kidney events, 99 heart failure (HF) events, 124 cardiovascular deaths, and 188 all-cause deaths. Each log-unit higher ET1 was associated with a higher adjusted risk of the kidney composite (HR 1.61; 95%CI 1.08, 2.39), HF (HR 2.61; 95%CI 1.42, 4.81), but not with cardiovascular death (HR 1.06; 95%CI 0.65, 1.75) or all-cause death (HR 1.33; 95%CI 0.86, 2.04). Compared with the lowest quartile, categorical analyses suggested a higher risk of kidney events (HR 1.69; 95%CI 1.08, 2.64), HF events (HR 2.35; 95%CI 1.16, 4.80), and all-cause death (HR 1.81; 95%CI 1.09, 3.00) for the highest quartile of ET-1. 

Conclusions:
Among patients with established CKD, T2DM, and anemia, higher baseline ET-1 was associated with a higher subsequent risk of kidney outcomes, HF events, and all-cause death. Whether higher ET-1 predicts responsiveness to ET-receptor antagonism warrants further investigation.
DOI: 10.6084/m9.figshare.30521462.v1
title: Supplementary Material for: Endothelin-1 and cardio-kidney events among patients with CKD, diabetes, and anemia

description: Background: 
Endothelin-1 (ET-1) is a potent vasoconstrictor and is implicated in the pathogenesis of proteinuria and progressive chronic kidney disease (CKD). With the development of ET-1 receptor antagonists, there is interest in whether higher ET-1 concentrations are associated with a greater risk of adverse cardio-kidney events among high-risk patients, e.g., those with established chronic kidney disease (CKD) and type 2 diabetes (T2DM).

Methods: 
Endothelin-1 concentrations were measured in a random subset of TREAT (n=997 (25%) of the original 4,038 patients with CKD, T2DM, and anemia) using an automated ELISA assay on the Ella analyzer (ProteinSimple). We used unadjusted and adjusted Cox regression models to explore the association of baseline serum ET-1 (log-transformed and quartiles) with kidney events (composite of kidney failure or doubling of serum creatinine), heart failure, and cardiovascular and all-cause death. 

Results:
At baseline, mean age was 67 10 years and 56% were female. The mean eGFR was 34 11 mL/min/1.73 m2; median urine protein/creatinine ratio was 0.4 [0.1, 1.7] g/g; median ET-1 was 2.4 [1.9, 3.0] pg/mL. During a median follow-up of 2.4 years, there were 225 kidney events, 99 heart failure (HF) events, 124 cardiovascular deaths, and 188 all-cause deaths. Each log-unit higher ET1 was associated with a higher adjusted risk of the kidney composite (HR 1.61; 95%CI 1.08, 2.39), HF (HR 2.61; 95%CI 1.42, 4.81), but not with cardiovascular death (HR 1.06; 95%CI 0.65, 1.75) or all-cause death (HR 1.33; 95%CI 0.86, 2.04). Compared with the lowest quartile, categorical analyses suggested a higher risk of kidney events (HR 1.69; 95%CI 1.08, 2.64), HF events (HR 2.35; 95%CI 1.16, 4.80), and all-cause death (HR 1.81; 95%CI 1.09, 3.00) for the highest quartile of ET-1. 

Conclusions:
Among patients with established CKD, T2DM, and anemia, higher baseline ET-1 was associated with a higher subsequent risk of kidney outcomes, HF events, and all-cause death. Whether higher ET-1 predicts responsiveness to ET-receptor antagonism warrants further investigation.
DOI: 10.5281/zenodo.14499787
title: Dataset and publication "Design and Scalable Synthesis of Thermochromic VO2-Based Coatings for Energy-Saving Smart Windows with Exceptional Optical Performance"

description: Dataset and publication "Design and Scalable Synthesis of Thermochromic VO2-Based Coatings for Energy-Saving Smart Windows with Exceptional Optical Performance".
DOI: 10.5281/zenodo.13836954
title: Dataset and publication "Design and Scalable Synthesis of Thermochromic VO2-Based Coatings for Energy-Saving Smart Windows with Exceptional Optical Performance"

description: Dataset and publication "Design and Scalable Synthesis of Thermochromic VO2-Based Coatings for Energy-Saving Smart Windows with Exceptional Optical Performance".
DOI: 10.5281/zenodo.17515184
title: Advection profiles from Atmospheric Radiation Measurement profiling systems at the Southern Great Plains site

description: This file contains two years of advection profiles calculated from the profiling instruments at the Atmospheric Radiation Measurement (ARM) Southern Great Plains (SGP) site in north-central Oklahoma in the United States. Observations are calculated using six different instruments: three different infrared radiometers and three different Doppler lidars. CAlculations cannot be made unless all six instruments are operational, and thus data dropouts can be frequent.
DOI: 10.5281/zenodo.17515183
title: Advection profiles from Atmospheric Radiation Measurement profiling systems at the Southern Great Plains site

description: This file contains two years of advection profiles calculated from the profiling instruments at the Atmospheric Radiation Measurement (ARM) Southern Great Plains (SGP) site in north-central Oklahoma in the United States. Observations are calculated using six different instruments: three different infrared radiometers and three different Doppler lidars. CAlculations cannot be made unless all six instruments are operational, and thus data dropouts can be frequent.
DOI: 10.25574/28587
title: Chandra X-ray Observatory ObsId 28587

description: The accretion luminosity of the dynamically-confirmed supermassive black hole in the nearby low-mass galaxy NGC5206
DOI: 10.15468/dl.vbnrac
title: Occurrence Download

description: A dataset containing 4079 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Accipiter nisus"
 ]
}

 The dataset includes 4079 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013343-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/29305
title: Chandra X-ray Observatory ObsId 29305

description: Precise Proper Motion of the Unusual Pulsar Calvera
DOI: 10.25574/29306
title: Chandra X-ray Observatory ObsId 29306

description: The quest for the energy source powering Superluminous Supernovae (SLSNe)
DOI: 10.5281/zenodo.17289930
title: FieldVitis
title: A real-world grape leaf disease classification dataset

description: This dataset is designed for deep learning applications in grape leaf disease identification. It consists of real-world images of grape leaves captured in loco, representing natural lighting conditions, variable backgrounds, and diverse leaf orientations. The images encompass both healthy specimens and leaves affected by common grapevine diseases, being classified into four classes: Black_rot, Esca, Leaf_blight, and Healthy. The class distribution is as follows:





Healthy: 158 images




Black_rot: 39 images




Esca: 200 images




Leaf_blight: 158 images



This dataset was constructed by integrating samples from the following publicly available sources:





ESCA-dataset— License: CC BY 4.0




PlantDoc-Dataset — License: CC BY 4.0




Grape Disease — License: CC BY 4.0



Images from these sources were manually selected and, in some cases, cropped to better focus on the grape leaves. The resulting dataset maintains the integrity of the original data while providing a more standardized format for deep learning experiments. We extend our sincere thanks to the authors and contributors of these datasets for their efforts in collecting and sharing valuable open-access resources.
DOI: 10.5281/zenodo.17307846
title: FieldVitis
title: A real-world grape leaf disease classification dataset

description: This dataset is designed for deep learning applications in grape leaf disease identification. It consists of real-world images of grape leaves captured in loco, representing natural lighting conditions, variable backgrounds, and diverse leaf orientations. The images encompass both healthy specimens and leaves affected by common grapevine diseases, being classified into four classes: Black_rot, Esca, Leaf_blight, and Healthy. The class distribution is as follows:





Healthy: 158 images




Black_rot: 39 images




Esca: 200 images




Leaf_blight: 158 images



This dataset was constructed by integrating samples from the following publicly available sources:





ESCA-dataset— License: CC BY 4.0




PlantDoc-Dataset — License: CC BY 4.0




Grape Disease — License: CC BY 4.0



Images from these sources were manually selected and, in some cases, cropped to better focus on the grape leaves. The resulting dataset maintains the integrity of the original data while providing a more standardized format for deep learning experiments. We extend our sincere thanks to the authors and contributors of these datasets for their efforts in collecting and sharing valuable open-access resources.
DOI: 10.5281/zenodo.17515485
title: Measuring Photocatalytic Degradation and Quantum Efficiency: an Automated All-In-One Setup
DOI: 10.15468/dl.7fbtru
title: Occurrence Download

description: A dataset containing 315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Palestine, State of",
 "Year is 2018",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 315 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013345-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84hcgy
title: Occurrence Download

description: A dataset containing 51827 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The Coleoptera collection (EC) of the Muséum national d'Histoire naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 51827 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013339-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3dkgv
title: Occurrence Download

description: A dataset containing 6526 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Natator depressus"
 ]
}

 The dataset includes 6526 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013348-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69jduc
title: Occurrence Download

description: A dataset containing 1043 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Palestine, State of",
 "Year is 2019",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 1043 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013351-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e6tprb
title: Occurrence Download

description: A dataset containing 25654 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Adiantum capillus-veneris"
 ]
}

 The dataset includes 25654 records from 459 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013350-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.