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

description: A dataset containing 973 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-97.7754 43.80816,-97.55356 42.0778,-90.23279 41.87814,-89.36761 48.35591,-89.54508 48.82178,-95.35733 49.4873,-97.75321 48.86615,-97.73103 48.04533,-97.7754 43.80816))",
 "TaxonKey is Frangula alnus",
 "Year 1935-2026"
 ]
}

 The dataset includes 973 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004055-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krvz4t
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zanthoxylum affine"
 ]
}

 The dataset includes 209 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004056-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ru35mr
title: Occurrence Download

description: A dataset containing 36667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Papilio troilus"
 ]
}

 The dataset includes 36667 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004057-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c86s97
title: Occurrence Download

description: A dataset containing 3556023 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-105.72746 27.81066,-92.1408 27.81066,-92.1408 37.1807,-105.72746 37.1807,-105.72746 27.81066))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 3556023 records from 502 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004030-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15581198
title: Global Full Truckload Road Freight Transport Market 2025 To 2034

description: Full Truckload Road Freight Transport Market Size, Trends and Insights By Truck Type (Dry Van, Refrigerated (Reefer) Truck, Flatbed Truck, Tanker Truck), By End-Use Industry (Retail & E-commerce, Industrial & Manufacturing, Automotive, Oil & Gas, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025–2034.

Reports Description

As per the Full Truckload Road Freight Transport Market analysis conducted by the CMI Team, the global full truckload road freight transport market is expected to record a CAGR of 3.7% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 1.5 Trillion. By 2034, the valuation is anticipated to reach USD 2 Trillion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=70299
DOI: 10.5281/zenodo.15581199
title: Global Full Truckload Road Freight Transport Market 2025 To 2034

description: Full Truckload Road Freight Transport Market Size, Trends and Insights By Truck Type (Dry Van, Refrigerated (Reefer) Truck, Flatbed Truck, Tanker Truck), By End-Use Industry (Retail & E-commerce, Industrial & Manufacturing, Automotive, Oil & Gas, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025–2034.

Reports Description

As per the Full Truckload Road Freight Transport Market analysis conducted by the CMI Team, the global full truckload road freight transport market is expected to record a CAGR of 3.7% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 1.5 Trillion. By 2034, the valuation is anticipated to reach USD 2 Trillion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=70299
DOI: 10.5281/zenodo.15581218
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250603e Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250603e Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15581219
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250603e Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250603e Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.yrwmev
title: Occurrence Download

description: A dataset containing 3331 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tessaratoma papillosa, Tessaratoma papillosa (Drury, 1770), Tessaratoma papillosa, Tessaratoma papillosa (Drury, 1770), Tessaratoma papillosa (Drury, 1770), Tessaratoma papillosa, Tessaratoma papillosa (Drury, 1770), Tessaratoma papillosa (Drury, 1770), Anastatus (Anastatus) shichengensis Sheng and Wang 1997, Anastatus shichengensis Sheng & Wang, 1997, Anastatus formosanus Crawford, 1913, Anastatus (Anastatus) formosanus Crawford 1913, Anastatus (Anastatus) fulloi Sheng and Wang 1997, Anastatus (Anastatus) dexingensis Sheng and Wang 1997, Anastatus fulloi Sheng & Wang, 1997, Anastatus dexingensis Sheng & Wang, 1997, Anastatus shichengensis Sheng & Wang 1997, Anastatus (Anastatus) japonicus Ashmead 1904, Anastatus japonicus Ashmead, 1904)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3331 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017067-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahkknq
title: Occurrence Download

description: A dataset containing 2556 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vulpes vulpes vulpes"
 ]
}

 The dataset includes 2556 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017068-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15581222
title: Global Core Banking Software Market 2025 To 2034

description: Core Banking Software Market Size, Trends and Insights By Component (Solution, Service), By Deployment (Cloud, On-premise), By End Use (Banks, Financial Institutions, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025–2034.

Reports Description

As per the Core Banking Software Market analysis conducted by the CMI Team, the global core banking software market is expected to record a CAGR of 15.3% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 17.94 Billion. By 2034, the valuation is anticipated to reach USD 64.65 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=70295
DOI: 10.5281/zenodo.15581223
title: Global Core Banking Software Market 2025 To 2034

description: Core Banking Software Market Size, Trends and Insights By Component (Solution, Service), By Deployment (Cloud, On-premise), By End Use (Banks, Financial Institutions, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025–2034.

Reports Description

As per the Core Banking Software Market analysis conducted by the CMI Team, the global core banking software market is expected to record a CAGR of 15.3% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 17.94 Billion. By 2034, the valuation is anticipated to reach USD 64.65 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=70295
DOI: 10.6084/m9.figshare.28395642
title: Anaerobic biodegradation of PLA at mesophilic and thermophilic temperatures: methanation potential and associated microbial community

description: Polylactic acid (PLA) is the most promising bio-based alternative to traditional petrochemical plastics across diverse applications. In this study, the biodegradation performance of PLA plastic under two potential end-of-life scenarios: mesophilic and thermophilic anaerobic digestion (AD) were investigated. The biotic and abiotic influence factors were evaluated through short-time exposure experiments. The potential bacteria and archaea involved in PLA anaerobic biodegradation were identified by high-throughput 16S rRNA sequencing analysis. The results showed that PLA had different biodegradation performance at mesophilic and thermophilic digestion (the biogas yield: 36.70 ± 0.2vs 398.6 ± 1.1 mL/g VS). The increased temperature at thermophilic conditions improved the biodegradability of PLA, but an attack by microorganisms was more crucial for biodegradation. The bacteria engaged in PLA hydrolysis and acidification were closely associated with proteolytic microbes. Mesophilic biodegradation of PLA involved <i>Clostridia</i> (14.94%), <i>Anaerolineae</i> (22.6%) and acetoclastic <i>Methanothrix</i> (53.0%). Thermophilic biodegradation of PLA was mainly accomplished by syntrophic microbes, <i>Clostridia</i> (38.2%), <i>Synergistia</i> (18.99%) and <i>Thermotogae</i> (17.82%), in tandem with hydrogenotrophic <i>Methanothermobacter</i> (20.5%). The results provide some insights for understanding mechanisms governing PLA biodegradation under AD conditions.
DOI: 10.6084/m9.figshare.28395642.v1
title: Anaerobic biodegradation of PLA at mesophilic and thermophilic temperatures: methanation potential and associated microbial community

description: Polylactic acid (PLA) is the most promising bio-based alternative to traditional petrochemical plastics across diverse applications. In this study, the biodegradation performance of PLA plastic under two potential end-of-life scenarios: mesophilic and thermophilic anaerobic digestion (AD) were investigated. The biotic and abiotic influence factors were evaluated through short-time exposure experiments. The potential bacteria and archaea involved in PLA anaerobic biodegradation were identified by high-throughput 16S rRNA sequencing analysis. The results showed that PLA had different biodegradation performance at mesophilic and thermophilic digestion (the biogas yield: 36.70 ± 0.2vs 398.6 ± 1.1 mL/g VS). The increased temperature at thermophilic conditions improved the biodegradability of PLA, but an attack by microorganisms was more crucial for biodegradation. The bacteria engaged in PLA hydrolysis and acidification were closely associated with proteolytic microbes. Mesophilic biodegradation of PLA involved <i>Clostridia</i> (14.94%), <i>Anaerolineae</i> (22.6%) and acetoclastic <i>Methanothrix</i> (53.0%). Thermophilic biodegradation of PLA was mainly accomplished by syntrophic microbes, <i>Clostridia</i> (38.2%), <i>Synergistia</i> (18.99%) and <i>Thermotogae</i> (17.82%), in tandem with hydrogenotrophic <i>Methanothermobacter</i> (20.5%). The results provide some insights for understanding mechanisms governing PLA biodegradation under AD conditions.
DOI: 10.15468/dl.b73ysq
title: Occurrence Download

description: A dataset containing 8886179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 8886179 records from 1502 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017058-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xt7hzu
title: Occurrence Download

description: A dataset containing 4343622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Gammaproteobacteria"
 ]
}

 The dataset includes 4343622 records from 852 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017057-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xuuq49
title: Occurrence Download

description: A dataset containing 1590 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichoniscidae",
 "Year 2011-2013",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence, Observation)"
 ]
}

 The dataset includes 1590 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049773-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5064/f6e1omli/etdyn5
title: README_Spek-Vegt.txt
DOI: 10.5064/f6e1omli/j1hizo
title: Spek-Vegt_InterviewQuestionnaire.pdf
DOI: 10.5064/f6e1omli/teahap
title: Spek-Vegt_Coded_Data_Mapping_Narratives_on_Mental_Health.tab
DOI: 10.5064/f6e1omli/xoruec
title: Spek-Vegt_DataNarrative.pdf
DOI: 10.6084/m9.figshare.7393304.v7
title: Global 'water table ratio' and 'groundwater response time' raster data

description: Data supporting the publication:<br>Cuthbert et al (2019). Global patterns and dynamics of climate–groundwater interactions. Nature Climate Change, 9, 137–141. DOI:10.1038/s41558-018-0386-4https://www.nature.com/articles/s41558-018-0386-4<br>See the ReadMe file uploaded with the data and the Methods section of the paper for details of the derivation of each dataset.<br>
DOI: 10.6084/m9.figshare.7672301.v1
title: Additional file 1: of Exploitation of reverse vaccinology and immunoinformatics as promising platform for genome-wide screening of new effective vaccine candidates against Plasmodium falciparum

description: Experimentally known epitopes of P. falciparum 3D7. (XLSX 11â kb)
DOI: 10.17632/jks43dkjj7
title: Data for: Binary Tree-like Network with Two-path Fusion Attention Feature for Cervical Cell Nucleus Segmentation
DOI: 10.17632/ybjs4ppyzf
title: Wheat Water Stress detection using chlorophyll fluorescence image processing

description: The data consist of a file system-based data of Raj 3765  variety of wheat. There are twenty-four chlorophyll fluorescence images  (Control and Drought) that have been captured for a period of sixty days. A total of (1440 x 2) images are used for this research work.

The generated chlorophyll fluorescence set is subjected to various pre-processing operations including noise removal, contrast enhancement. Pre-processed images are then segmented using novel segmentation approach “C-fit Kmeans”  segmentation to increase water stress detection accuracy for automation procedure. 23 GLCM Texture features are identified from the dataset listed following:

1. Autocorrelation: (out.autoc) 
2. Contrast: matlab (out.contr) 
3. Correlation: matlab (out.corrm) 
4.Correlation: (out.corrp) 
5.Cluster Prominence: (out.cprom) 
6. Cluster Shade: (out.cshad) 
7.Dissimilarity: (out.dissi) 
8. Energy: matlab (out.energ) 
9. Entropy: (out.entro) 
10. Homogeneity: matlab (out.homom) 
11. Homogeneity: (out.homop) 
12. Maximum probability: (out.maxpr) 
13. Sum of sqaures: Variance (out.sosvh) 
14. Sum average (out.savgh) 
15. Sum variance (out.svarh) 
16. Sum entropy (out.senth) 
17. Difference variance (out.dvarh) 
18. Difference entropy (out.denth) 
19. Information measure of correlation1 (out.inf1h) 
20. Informaiton measure of correlation2 (out.inf2h) 
21. Inverse difference (INV) is homom (out.homom) 
22.  Inverse difference normalized (INN)  (out.indnc) 
23.  Inverse difference moment normalized (out.idmnc)

These variables then undergo various statistical processes viz. correlation, factor, and Clutsring analyzing to identify the key drought detection variables suited best for water stress which in-turn help to build (AIM) Agronomical Inferencing Model for the wheat crop to understand the behavioral change in texture variables in the presence of stress. 

The dataset has been produced using MATLAB GLCM libraries https://in.mathworks.com/help/images/ref/graycomatrix.html
DOI: 10.17632/26gpwd3pn5
title: Risk assessment of drugs associated with DRESS syndrome based on publication frequency: A systematic review

description: We performed a systematic review to identify and risk-stratify DRESS syndrome causal drugs. 610 studies (published from 1991-2022), including 2122 validated DRESS cases, attributed to 193 drugs, were included in the analysis. Drugs were labeled as "high," "intermediate," or "low" risk based on publication frequency. This dataset includes the review's detailed search strategy and complete list of inclusion and exclusion criteria, as well as the major causal drug classes represented by included cases, and citations for all included studies.
DOI: 10.17632/gjwx64sgkp
title: Spectral dataset of grape berries from hyperspectral imaging for maturity monitoring

description: In the dataset, two hundred and seventy four tray containing one hundred berries were were measured by a hyperspectral camera in the visible/near-infrared spectral domain. 
This dataset was formed to study the use of spectra for maturity monitoring of grape berries .
This dataset contains reflectance spectra obtained from hyperspectral camera of grape berries of three different varieties. 
In addition, this dataset contains measurements of sugar content for batches of grape. 

The file contains variety (SYRAH, MAUZAC or FER), Sugar content (g/L) and raw spectra.
DOI: 10.6084/m9.figshare.1335688.v1
title: get_single_paper_stats_from_doi

description: This is an example R script to request Mendeley statistics broken down into country information. You will have to include your Mendeley developer information in the R script (your_app_name) and in the config.yml file. Please refer to the following DOI if you use this R script in a publication: http://dx.doi.org/10.6084/m9.figshare.1335688
DOI: 10.6084/m9.figshare.13692943.v1
title: ne_50m_admin_0_countries.zip

description: <em>There are 247 countries in the world. Greenland as separate from Denmark. Most users will want this file instead of sovereign states.</em>
DOI: 10.6084/m9.figshare.17012198.v1
title: Supplementary Material for: Surveillance of liver function in uveitis with or without chronic HBV infection

description: Introduction: Immunosuppressive therapy for uveitis may cause liver damage. Methods: To investigate incidence of liver damage during uveitis treatment, we compared serological Hepatitis B core antibody (HBcAb) status with risk of liver dysfunction in all participants (n=992), in anterior uveitis (AU) (n=489) and combined of intermediate, posterior or panuveitis patients (IPPU) (n=503). The primary endpoint was incidence of elevated serum ALT level above two-fold upper limits of normal (ULN) within 6 months. Results: The incidence rate of primary endpoint for HBcAb negative and positive patients was 65 and 212 per 1,000 person years, respectively. The absolute rate difference was 147 (95% CI, 80-213) per 1,000 person years. HBcAb positivity was associated with a higher risk for primary endpoint in all participants (aHR, 3.53; 95% CI, 1.79-6.99; P value = 2.8×10-4) and in IPPU (aHR, 3.80; 95% CI, 1.61-9.01; P value = 0.002). No significant association with primary endpoint was observed for HBcAb positivity in AU (aHR, 3.21; 95% CI, 0.94-10.95; P value = 0.063). AU was mainly treated with topical eye drops (74.0%) whereas IPPU cases received systemic therapy including prednisone (94.0%), cyclosporine (80.9%) or other additionally combined immunomodulatory agents (14.9%). Conclusion: Non-infectious uveitis cases with HBcAb positivity have an increased risk of liver damage. This association was predominantly driven by IPPU but was not significant in AU suggesting that the association is mediated by systemic therapy.
DOI: 10.6084/m9.figshare.21273507.v1
title: 1906 Seattle city-wide street rename

description: A table of the street names changes in Seattle's ordinance 13271. Many neighborhoods were affected, particularly the areas of recently annexed South Seattle.
DOI: 10.6084/m9.figshare.21975695.v1
title: Analysis code and data for Yu et al., 2023 “Modelling seasonal household variation in harvested rainwater availability: A case study in Siaya County, Kenya”

description: Pre-processed survey data and R code for analysis of Yu et al., 2023 “Modelling seasonal household variation in harvested rainwater availability: A case study in Siaya County, Kenya” ( DOI: 10.1038/s41545-023-00247-9). The original OneHealthWater household survey data can be accessed from https://reshare.ukdataservice.ac.uk/853860/.
DOI: 10.6084/m9.figshare.22260319.v5
title: Table A-4 HSD and EDS Self-Care Recommendations

description: Each participant’s self-care regime was assessed throughout the 9-week program. Recommendations were made as needed, as listed in Table A-4.
DOI: 10.6084/m9.figshare.24884292.v2
title: <b>Assessing Spatial Representativeness of Global Flux Tower Eddy-Covariance Measurements Using Data from FLUXNET2015</b>

description: Supplementary Information for<b>Assessing Spatial Representativeness of Flux Tower Eddy-Covariance Measurement at Global Scale using FLUXNET2015</b>