cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2n5pl4
title: CCDC 2448336: Experimental Crystal Structure Determination

description: Related Article: Ku Kajikawa, Francisco A. Martins, Ryo Murata, Eiichi Kayahara, Shigeru Yamago, Judy I. Wu, Manabu Abe|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c20997
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2n5pm5
title: CCDC 2448337: Experimental Crystal Structure Determination

description: Related Article: Ku Kajikawa, Francisco A. Martins, Ryo Murata, Eiichi Kayahara, Shigeru Yamago, Judy I. Wu, Manabu Abe|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c20997
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.11371581.v2
title: Cameroon DHS-MICS 2011, Couple module

description: The data come from the <b>fourth Demographic and Health Survey conducted jointly with the Multiple Indicator Cluster Survey</b> in Cameroon (DHS-MICS) in 2011. This survey was conducted by the National Institute of Statistics (INS) in collaboration with the Ministry of Public Health and financial support from the United States Agency for International Development (USAID), UNFPA and UNICEF.The unit of analysis here is couple within which the answers to the questions were reported by women aged 15 to 49 who reported being married or living in a union with a partner.These data have been used to produce <b>descriptive statistic</b> (mean, standard deviation, cross tabulation, chi-squared test) and to estimate <b>probit and Heckman probit models</b>.
DOI: 10.6084/m9.figshare.28608248.v1
title: Paper: Trends in cardiometabolic risk factors according to body mass index in Peru between 2015 and 2023

description: Analytical code and analytical dataset.Paper: <b>Trends in cardiometabolic risk factors according to body mass index in Peru between 2015 and 2023</b>https://www.sciencedirect.com/science/article/pii/S1047279725000559<br>
DOI: 10.6084/m9.figshare.21063187.v1
title: PIMA_Diabities

description: PIMA Diabetes dataset has 768 rows with 9 features among them BMI is one feature which is considered as one of the important features in indicating the presence of diabetesas shown in figure 7 and figure 8. The high and low levels of BMI will have a profound effect on the health. Heavy BMI multiple health complexities in diabetic and heart problem related patients. BMI values will be different with different age group people and well as on gender.
DOI: 10.15468/dl.spmcfw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-120.0",
 "HasCoordinate is True",
 "HasGeospatialIssue is False",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 {
 "or" : [
 "GadmGid is U",
 "GadmGid is S",
 "GadmGid is A",
 "GadmGid is .",
 "GadmGid is 7",
 "GadmGid is _",
 "GadmGid is 1"
 ]
 },
 "Year 1900-2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009683-250426092105405/datasets/export for details.
DOI: 10.6084/m9.figshare.19199750.v1
title: Data Set

description: Data Set of reaction times and acuity for feature serach
DOI: 10.6084/m9.figshare.669703.v2
title: Density experiment in Negev Desert Israel

description: 1 Few experiments directly test the role of density dependence in natural plant communities.<br>2 We tested (i) whether different initial seed densities of the entire seed bank of an annual plant community affected performance (emergence, mean plant biomass and survival) and (ii) whether density-dependent processes were operating within the communities. We also tested whether life-stage, year and soil moisture (both on a topographic gradient and in an experimental manipulation) influenced the effects of seed density. 3 We considered two distinct phases: seed to emergent seedlings, and emergent seed- lings to established plants.<br>4 The seed bank was collected from a semistabilized sand dune in the Negev Desert, Israel. This was added to sieved sand in plots at the same site at four different initial seed densities: 1/16×, 1/4×, 1× (natural seed density) and 2×. The experiment was repeated for three consecutive growing seasons. 5 Emergence of seedlings was significantly influenced by initial seed density in all 3 years, with higher initial seed densities having lower rates of emergence.<br>6 Mean final plant size was negatively density dependent and consistently unaffected by the initial seed density sown. 7 In general, there were no strong interactions of topographic position with initial seed density, processes within the vegetation were not density dependent and the experi- mental addition of water did not influence any of the performance measures tested. Density-dependent processes vary from year to year, while moisture effects do not. 8 We conclude that seedling emergence and some processes in the established plant community are density dependent, but the established plant community is also affected by other processes, such as resource limitation.
DOI: 10.6084/m9.figshare.960036.v1
title: Morphological data

description: Morphological data of the Lunterse beek dataset
DOI: 10.25449/ruspsydata.16669276.v2
title: Research database: Psychosemiotic Analysis of Non-Complete Sentences of Mothers Suffering from Schizophrenia

description: With the aim to investigate the attitude of mothers suffering from schizophrenia towards their children we used psychosemiotic analysis and the procedure of biclustering of the semi-structured parental essay in the incomplete-sentence form (test «Рarental composition») of 30 mothers of the clinical group and 30 mentally health mothers. Statistical analysis confirmed the relevance of psychosemiotic parameters. The procedure of biclustering showed that three of the lists of binary parameters show regular combinations that differ in healthy and ill mothers. One of the combinations is found only in the texts of ill mothers and describes a weak parent who cannot withstand ambivalence and sees his child in the perspective of an abstract future. Another combination occurs in the texts of only healthy mothers and describes a parent who is able to withstand ambivalence and perceives the child as a person with his own feelings in the present time.
DOI: 10.15468/dl.xw8aac
title: Occurrence Download

description: A dataset containing 1083 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Pyrochroa serraticornis (Scopoli, 1763)"
 ]
}

 The dataset includes 1083 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009684-250426092105405/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.21222164.v1
title: 18S Fungal Tree and Alignments

description: 18S fungal alignment and tree
DOI: 10.6084/m9.figshare.24297493.v2
title: Fig3_FigS3_FigS4_DrugSensitivity

description: Data underlying <b>Figures 3,</b> <b>S3</b> and <b>S4</b> of the manuscript "Time-of-day effects of drugs revealed by high-throughput deep phenotyping." by C. Ector <i>et al.</i> with the corresponding author A.E.Granada.Methodology described in the Methods section of above mentioned manuscript.
DOI: 10.6084/m9.figshare.20463900.v1
title: Emihu2 phylostratigraphic analysis

description: For details see the Skeffington et al <em>Emiliania huxleyi </em>proteomics paper. Briefly, the data here are the output of the Orthofinder tool (https://github.com/davidemms/OrthoFinder) run on protein databases derrived from a new <em>E. huxleyi</em> transcriptome (the Emihu2 transcriptome), and MMETSP transcriptome data. The analysis was focused on haptophytes, including other groups for context.
DOI: 10.25946/21655628.v1
title: On-tree mango instance segmentation dataset

description: Dataset created for on-tree mango fruit detection and segmentation as a part of mango fruit size estimation study. Image datasets were prepared for training of Convolutional Neural Network (CNN) based instance segmentation model and annotated using VGG Image Annotation tool (Dutta & Zisserman 2019) with polygon region annotation. Two folders contain cropped images and COCO style JSON annotation files and randomly separated into training and test image sets. Images were taken at nighttime with the use of artificial light (LED light panel), using Azure Kinect RGB-D camera and Basler ace acA2440-75uc RGB camera.Datasets contain images from Honey Gold and Keitt mango cultivars and folders are organized as:Folder 1 (individual-mango-snips) - contains tiled-images and annotation file - A total of 542 (train + test) tiled images of 640 x 540 pixels.Folder 2 (tiled-images) - individual-mango-snips - Total 1200 (train + test) snips of variable dimensions (&lt;150 pixels)For anyone intended to use the dataset for their research purpose, please cite following related journal paper:Neupane, C.; Koirala, A.; Walsh, K.B. In-Orchard Sizing of Mango Fruit: 1. Comparison of Machine Vision Based Methods for On-The-Go Estimation. Horticulturae 2022, 8, 1223. https://doi.org/10.3390/horticulturae8121223
DOI: 10.6084/m9.figshare.26028325.v1
title: Processed Zebrahub

description: Preprocessed Zebrahub data with merged time points for StaVia analysis
DOI: 10.6084/m9.figshare.28193351.v1
title: Supplementary Material for: Management of Refractory Esophageal Variceal Bleeding When TIPSS Is Not Possible: Review of a challenging case

description: Esophageal variceal bleeding (EVB) is a common complication of portal hypertension. Guidelines recommend initiation of vasoactive agents in combination of antimicrobial therapy prior to endoscopic variceal ligation (EVL). In cases of refractory EVB, trans-jugular intrahepatic portosystemic shunt (TIPSS) is recommended, however, it is contraindicated in up to 35% of cases. We report a case of 61-year-old-male newly diagnosed with hepatocellular carcinoma and extensive portal vein thrombosis. The patient developed a refractory EVB failing medical and endoscopic therapies which was successfully treated with transcutaneous left gastric vein embolization. LGVE could be contemplated in instances where anatomical complexities or contraindications to TIPSS arise.
DOI: 10.15468/dl.6pss6t
title: Occurrence Download

description: A dataset containing 765593 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Xeno-canto - Bird sounds from around the world"
 ]
}

 The dataset includes 765593 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009681-250426092105405/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.28442915.v2
title: 中国极端事件归因研究清单

description: 中国极端事件归因（EEA）研究清单，其中包含提供量化归因结果的EEA研究中的可归因风险分数（FAR）指标的提取或计算。
DOI: 10.6084/m9.figshare.11868357.v1
title: Experiment 2 Data

description: This study examined whether the McGurk Illusion is due to visual dominance or audiovisual fusion.
DOI: 10.6084/m9.figshare.19734022.v2
title: GSE146771

description: 18 colorectal cancer patients. All patients except 5 had paired tumor and adjacent normal samples obtained.
DOI: 10.26180/22151987.v4
title: National Transfusion Dataset (NTD)

description: The National Transfusion Dataset (NTD) is a collection of transfusion episode data incorporating transfusion, laboratory and hospital data from hospitals and health services, as well as prehospital transfusion data from ambulance and retrieval services.The NTD will form the first integrated national database of blood usage in Australia. The NTD aims to collect information about where, when, and how blood products are used across all clinical settings. This will address Australia’s absence of an integrated national database to record blood usage with the ability to link with clinical outcomes. The dataset will be an invaluable resource towards a comprehensive understanding of how and why blood products are used, numbers and characteristics of patients transfused in health services, the clinical outcomes after transfusion; and provide support to policy development and research.The NTD was formed through the incorporation of the established Australian and New Zealand Massive Transfusion Registry (ANZ-MTR) and a pilot Transfusion Database (TD) project. The ANZ-MTR has a unique focus on massive transfusion (MT) and contains over 10,000 cases from 41 hospitals across Australia and New Zealand. The TD was a trial extension of the registry that collated data on ALL (not just massive) transfusions on &gt;8000 patients from pilot hospitals. The NTD will integrate and expand these databases to provide new data on transfusion practice including blood utilisation, clinical management and the vital closing of the haemovigilance loop.<br>Conditions of use:Any material or manuscript to be published using NTD data must be submitted for review by the NTD Steering Committee prior to submission for publication. The NTD, and Partner Organisations should be acknowledged in all publications. Preferred wording for the acknowledgement will be provided with the data. The NTD reserves the right to dissociate itself from conclusions drawn if it deems necessary.If the data is the primary source for a report or publication, the source of the data must be acknowledged, along with a statement that the analysis and interpretation are those of the author, not the NTD. Where an author analysing the data is a member of an organisation formally associated, or partnered with the NTD, the NTD should be acknowledged as a secondary affiliation. Where the author is a member of the NTD Project Team, then the primary attribution should be the NTD. The dataset DOI (10.26180/22151987) must be referenced in all publications.Further information can be found in the Data Access and Publications Policy.To submit a data access request click here.
DOI: 10.6084/m9.figshare.27214482.v2
title: Hif1a and Redox pathway gene expression during hypoxia and normoxia

description: Data shows the mRNA expression of redox and Hif1a pathway genes during hypoxia and normoxia.
DOI: 10.6084/m9.figshare.28737857.v1
title: Qiime2 sequence filtering

description: Files and Jupyter notebook used for filtering potential contaminants using the decontam plugin for Qiime2
DOI: 10.6084/m9.figshare.9776030.v1
title: condensed_species_GTDB.csv

description: The condensed_species.csv dataset is the second data product from the data merger workflow. The trait data are mapped and aggregated to GTDB species level.
DOI: 10.6084/m9.figshare.14332976.v1
title: Supplementary Material for: One-Year Anatomical and Functional Outcomes of the Argus II Implantation in Korean Patients with Late-Stage Retinitis Pigmentosa: A Prospective Case Series Study

description: <b><i>Purpose:</i></b> To report the anatomical and functional outcomes of Argus II retinal prosthesis implantation in Korean patients. <b><i>Methods:</i></b> We included 5 consecutive patients with end-stage retinitis pigmentosa (RP) who underwent Argus II retinal prosthesis implantation and were followed for at least 12 months. The transcorneal electrical evoked response was utilized for patient selection. We used intraoperative optical coherence tomography (OCT) for optimal placement of the array and provided specialized vision rehabilitation training. A morphological evaluation using SD-OCT and a functional evaluation using computer-based visual function tests, a letter-reading ability test, and the Functional Low-Vision Observer Rated Assessment (FLORA) were conducted. <b><i>Results:</i></b> Postoperatively, the array was completely apposed to the retinal surface in all eyes, except for one eye which had a preexisting macular concavity. Fibrosis-like tissues of ≥50-μm thickness developed at the interface in 2 eyes. All of the patients showed improvement in computer-based visual function tests and could read ETDRS letters at a distance of 50 cm. Three patients could read Korean words. FLORA was improved in all patients, mainly in tasks of visual mobility, daily activities, and social interactions. <b><i>Conclusions:</i></b> Along with good anatomical outcomes and specialized rehabilitation practices, recipients of the Argus II implant showed profound improvements in functional vision and mobility.
DOI: 10.15468/dl.rw7p7z
title: Occurrence Download

description: A dataset containing 561 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bhutan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ardea insignis Hume, 1878"
 ]
}

 The dataset includes 561 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009686-250426092105405/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.11299103.v1
title: Microsatellite_data_BM_Maipo_River.xlsx

description: Genotype table for eight microsatellite loci from the silverside Basilichthys microlepidotus inhabiting the Maipo River basin. In total 6 populations were analyzed<br>
DOI: 10.15468/dl.racabf
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepus oiostolus Hodgson, 1840"
 ]
}

 The dataset includes 172 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009687-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95syhu
title: Occurrence Download

description: A dataset containing 15913 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Mellicta athalia (von Rottemburg, 1775)"
 ]
}

 The dataset includes 15913 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009685-250426092105405/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.9784985.v1
title: Subject 9

description: Data from Subject 9
DOI: 10.6084/m9.figshare.11873883.v8
title: LANDIS-II Input data and code

description: This dataset contains the data and code for the following: (1) forecast forest change using the LANDIS-II modeling framework, (2) convert LANDIS-II output into variables and formatting necessary for 3D modeling.<br><br><br>
DOI: 10.6084/m9.figshare.27044287.v2
title: <b>ANN Approach and CB-SEM for Forecasting Indian MSMEs' Success</b>.sav

description: The current study explored the influence of HR emphasis, govt support, and market orientation of MSMEs on its performance. 378 responses were collected to test the hypothesis. The finding indicated a significant influence of HR emphasis, Govt non-financial Support, Competitor orientation, and Inter-functional coordination on the performance of MSMEs. However, in the presence of these variables, the influence of Customer orientation, and Govt financial Support was found to be insignificant. The artificial neural network approach was also applied to determine the relative importance of these variables.
DOI: 10.6084/m9.figshare.12751433.v2
title: Raw data of in-house tissue microarray

description: Raw data of in-house tissue microarray
DOI: 10.4121/uuid:6bd52d3d-6a37-4aa5-a916-353c2f24fecf
title: Interacting artificial surf reefs

description: Wave surfing is existing and becoming more attractive in the Netherlands. However natural wave conditions are not suited to encourage the sport. To improve the surf conditions of the local waves, Artificial Surf Reefs are potential solutions. As a part of intentions to optimise the design of Artificial Surf Reefs, this thesis is aimed at gaining insight into the wave-induced circulations and the wave-current interactions around an artificial reef. Impacts of the channel width on these processes were assessed by varying the width of the channel. Several surf-ability parameters were measured or observed to verify the performance of the proposed design. The surface currents on either side of the reef show a decrease in intensities and dimensions resulting in less intense wave-current interactions around the structure. It was found that rip currents with a Froude number smaller than 0.1 do not cause negative impact on the breaker shapes.
DOI: 10.6084/m9.figshare.19591024.v1
title: Data for Augmented Hill-Climb increases reinforcement learning efficiency for language-based de novo molecule generation

description: Data for Augmented Hill-Climb increases reinforcement learning efficiency for language-based <em>de novo</em> molecule generation. This includes prior training datasets, trained priors and results.
DOI: 10.25378/janelia.22325446.v1
title: Optimization of Ace2N based voltage indicators

description: Genetically encoded voltage indicators (GEVIs) are routinely used to image neuronal activity and they underlie many recent advances in cellular functional imaging. However, many sensors still have major limitations when used in vivo. Ace2N based voltage indicators, developed at different labs including Janelia, represents a class of GEVIs that’s sensitive (from spike detection to subthreshold membrane potential reporting), fast (submillisecond level for recently published ASAP2f variant) and other advantages depending on the fluorophore used. GENIE project engineers and optimizes a series of GEVIs including Ace2N based voltage indicators. With our high-throughput neuronal culture screening and patch clamp assay platform, we identified multiple single and combo mutations that dramatically improve the sensitivity to voltage change.
DOI: 10.6084/m9.figshare.28651640.v1
title: ArticleSet1

description: This file is formatted as an Excel table (.xlsx format). Data table of preclassified tourism articles based on research methodology. In the data table, four columns are included:
DOI: 10.6084/m9.figshare.8063306.v1
title: Fuzzy optimization model for electric vehicle routing problem with time windows and recharging stations

description: This is the experimental data of the manuscript entitled "Fuzzy optimization model for electric vehicle routing problem with time windows and recharging stations". All data are saved in the file with txt format.
DOI: 10.15468/dl.pq8ta8
title: Occurrence Download

description: A dataset containing 1405 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "OccurrenceStatus is Present",
 "TaxonKey is Anthocerotophyta"
 ]
}

 The dataset includes 1405 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009688-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.