cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.22705024.v1
title: Data by Schneider et al. (2023) Remote sensing-based forest modeling reveals positive effects of functional diversity on productivity at local spatial scale

description: Datasets from the scientific article by Schneider, et al. (2023). Remote sensing-based forest modeling reveals positive effects of functional diversity on productivity at local spatial scale. <br> Please cite: Schneider, F. D., Longo, M., Paul-Limoges, E., Scholl, V. M., Schmid, B., Morsdorf, F., Pavlick, R. P., Schimel, D. S., Schaepman, M. E. & Moorcroft, P. R. (2023). Remote sensing-based forest modeling reveals positive effects of functional diversity on productivity at local spatial scale. <em>JGR Biogeosciences.</em>
DOI: 10.6084/m9.figshare.26198441.v1
title: Global Maritime Port Database - Fabled Sky Research

description: The Global Maritime Port Database (GMPD) is an essential online resource offering detailed information on maritime ports around the world. Designed as a comprehensive reference and planning tool for mariners, the GMPD includes general geographic locations and over 70 key characteristics and services for thousands of ports globally.This database is the result of a collaborative effort between Fabled Sky Research, SFK Inc., and the National Geospatial-Intelligence Agency (NGA). It integrates data from the Sailing Directions and charts published by the NGA, supplemented by additional authoritative sources from both domestic and international entities to fill any gaps or provide more complete information.While the GMPD provides valuable general information, it is not a substitute for the detailed charts and publications that offer in-depth coverage of ports. For precise operational planning, mariners should always consult the most recent charts and publications available.
DOI: 10.6084/m9.figshare.26984381.v1
title: glmm_dyatics_file_time from Tolerant mothers: aggression does not explain solitary living in the bush Karoo rat

description: excel file with data from dyadic encounter tests
DOI: 10.6084/m9.figshare.27412443.v1
title: goldenset.csv

description: This is the benchmark dataset of the quotations with their external links on Stack Overflow
DOI: 10.17632/r4ccz5y9xs
title: ABC: a quantum reactive scattering program

description: Abstract This article describes a quantum mechanical reactive scattering program for atom-diatom chemical reactions that we have written during the past several years. The program uses a coupled-channel hyperspherical coordinate method to solve the Schrodinger equation for the motion of the three nuclei on a single Born-Oppenheimer potential energy surface. It has been tested for all possible deuterium-substituted isotopomers of the H+H_2 , F+H_2 , and Cl+H_2reactions, and tried and tested potential... Title of program: ABC Catalogue Id: ADMX_v1_0 Nature of problem The calculation of accurate quantum mechanical reaction probabilities and state-to-state integral and differential cross sections for atom-diatom chemical reactions. Versions of this program held in the CPC repository in Mendeley Data ADMX_v1_0; ABC; 10.1016/S0010-4655(00)00167-3 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.6084/m9.figshare.15047949.v1
title: Data from: Fossils constrain biogeographical history in a clade of flattened spiders with transcontinental distribution

description: This folder contains the matrices, trees and RevBayes scripts used in the manuscript "Fossils constrain biogeographic history in a clade of flattened spiders with transcontinental distribution" summited to Journal of Biogeography.
DOI: 10.6084/m9.figshare.15049482.v1
title: Raw.Data - Lobato et al., Longitudinal Swimming

description: Database of the study entitled: Influence of Biological Maturity Offset a on muscle power and sport performance of young swimmers: A longitudinal study
DOI: 10.6084/m9.figshare.17020028.v1
title: The influence of the digital divide on emergency remote student-centred learning during the COVID-19 pandemic: A case study of journalism education

description: The data consists of vlogs created by second and third-year students from a university of technology over a month from June 1 to June 30, 2020. Vlogs are usually short videos produced by people as a means of articulating their reflections on an issue. They are a reflective tool that prompts oral self-evaluation (Brott 2021). They are also an archiving mechanism that allows one to observe how their reflections have changed over time. Every week for the first four weeks of online learning in 2020, the second and third-year students had to create vlogs where they reflected on teaching and learning during the pandemic and lockdown as a means of capturing their reflection-in-action (Little 2010). The vlogs were around a minute long to capture only those uppermost issues in the minds of students. The theme of the reflections was “Covid-19 and its impact on journalism and journalism education”.
DOI: 10.6084/m9.figshare.22242085.v1
title: Monitoring the threatened Harttiella (Siluriformes, Loricariidae) with eDNA: a comparison between metabarcoding and targeted dPCR

description: <strong>Reference sequences</strong> File containing the sequence reference database for fish species used in the study. Reference_sequence.txt <br> <strong>Run 1</strong> File containing: 1) Forward sequence file; 2) Reverse sequence file; 3) File with experiment name and the tags, the forward primer and the reverse primer sequence associated. <br> <strong>Run 2</strong> File containing: 1) Forward sequence file; 2) Reverse sequence file; 3) File with experiment name and the tags, the forward primer and the reverse primer sequence associated. <br> <strong>Site data</strong> A table with 1)Site codes, 2)Replicat number, 3)Sample code Sites_data.xls <br>
DOI: 10.6084/m9.figshare.25036583.v1
title: Tibetan cherry genome

description: Tibetan cherry genome
DOI: 10.6084/m9.figshare.14390768.v10
title: sleep-diary-sleepmeter

description: Annotated daily sleep diary over years of a subject (author and scientific researcher) with the non-24 circadian rhythm disorder.<br>The sleep diary was manually curated using the Sleepmeter app on Android (pro version). It is duly annotated with all the controlled factors such as use of light therapy, light exposure (morning? evening?), disturbances such as noise or appointments, diet composition and timing, melatonin use, etc.<br>This should be considered the baseline biomarker of the subject's sleep-wake patterns, it is the ground truth for actigraphy and other biomarkers. The sleep diary was duly curated to minimize errors and was updated continuously everyday, once at bedtime by tapping a widget to mark the fall asleep time (with a delay from bedtime, the exact fall asleep time may not be 100% accurate but it was corrected the morning after to try to match as much as possible the subjectively estimated sleep onset delay), and on wake up by tapping again the widget as soon as the subject woke up, and then noting all the relevant comments and tags.<br>Most tags and comments pertain to the day before, although some tags and comments pertain to what happens in the day after (in the latter case, this is usually denoted in the tag name).<br>Use the latest sleep diary, it contains the whole history. Other sleep diaries are past versions, which may have some differences such as renamed tags or missing comments that were added aposteriori (sometimes months later when the culprit of a major sleep disturbance was discovered, such as secondary pernio due to long covid).<br>The sleep diary currently covers almost 2 years. Keep in mind that during the period of 2020-2022, the data was acquired while in lockdown or pseudo-lockdown most of the time due to the SaRS-nCOV-2 (COVID-19) pandemic. More data will be added in the future.<br>The files contain the whole history up to the timestamp in the filename. Hence, to study the longest period, use only the latest file, do not concatenate with previous ones.
DOI: 10.6084/m9.figshare.27185988.v1
title: Supplementary Material for: Olfactory Carcinoma, Similar yet Distinct to Olfactory Neuroblastoma: A Case Report and Literature Review

description: Introduction:
Olfactory carcinoma (OC) is a rare tumor that is often misdiagnosed as olfactory neuroblastoma (ONB). Due to its rarity, there is no established standard treatment for OC, and there have been no reports of successful long-term follow-up treatment yet.

Case Presentation:
Two male patients, aged 54 and 48, presented with similar symptoms of nasal obstruction, anosmia, facial swelling, and epistaxis. Imaging in both cases revealed large, locally advanced sinonasal neoplasms. Initial biopsies were concerning for ONB, however final pathological analyses confirmed high grade OC. Treatment comprised induction chemotherapy, extensive skull base tumor resection, adjuvant chemoradiotherapy, and reconstructive surgery in both cases. The 54-year-old remains disease free at 7 years, while the 48-year-old demonstrates no evidence of disease at 8 months.

Conclusion:
Accurate diagnostic differentiation is imperative to optimize a treatment approach. Although outcomes with OC tend to be worse than those of ONB, effective control can be achieved with judicious concurrent use of neoadjuvant, surgery, and adjuvant treatments. Ongoing surveillance, biobanking, and genomic analysis are crucial to gain a better understanding of this complex disease.
DOI: 10.6084/m9.figshare.28375442.v2
title: NP_Fig1

description: Tree mortality sites
DOI: 10.17632/bjxgd4nyfg
title: Incisor Pulp Chamber Tomographic Images (IPCTI)

description: The IPCTI dataset comprises 2,648 CBCT-derived dental images from 662 patients, with each patient contributing four images: sagittal and coronal views of the upper central incisors. The dataset includes 452 female and 210 male subjects, and its primary objective is to support age estimation based on these image sets. In addition to age and sex labels, the dataset provides object detection and semantic segmentation annotations. This set of annotations makes the dataset suitable for a variety of tasks, including research in forensic odontology, dental imaging, and anatomical studies, primarily those focused on age estimation based on radiographic features. Therefore, IPCTI offers a valuable benchmark for advancing deep learning research in computer vision, particularly in the context of multi-view learning and multi-task learning.
DOI: 10.17632/p2gmfmtyxv
title: Artificial Solid-Electrolyte Interphase and Bamboo-like N-doped Carbon Nanotube Enabled Highly Rechargeable K-CO2 Batteries

description: Physical characterization, electrochemical analysis and performance test data on K-CO2 battery
DOI: 10.5517/ccdc.csd.cc2mxpv3
title: CCDC 2440656: Experimental Crystal Structure Determination

description: Related Article: Tian-Qi Hu, Ya-Nan Meng, Yi-Jie Zheng, Li-Gao Liu, Zhou Xu, Long-Wu Ye, Bo Zhou|2025|Org.Lett.|27|5218|doi:10.1021/acs.orglett.5c01406
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.cc2mxpw4
title: CCDC 2440657: Experimental Crystal Structure Determination

description: Related Article: Tian-Qi Hu, Ya-Nan Meng, Yi-Jie Zheng, Li-Gao Liu, Zhou Xu, Long-Wu Ye, Bo Zhou|2025|Org.Lett.|27|5218|doi:10.1021/acs.orglett.5c01406
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.14112968.v3
title: The dataset of walled cities and urban extent in late imperial China in 15th-19th centuries

description: We reconstruct the walled cities for China that extend back from 15th century to 19th century based on multiple historical documents. Cities in late imperial China (the Ming and the Qing Dynasties, 1368-1911) generally had city walls, and these walls were usually built around the urban built-up area. By restoring the scope of the city walls, it is helpful to explore the urban extend in this period Firstly, we collected the years of construction or reconstruction of city walls from the historical data. Specifically, the period in which the scope of the city wall keeps unchanged is recorded as a lifetime of it. Secondly, specialization of the scope of the city wall could be conducted based on the urban morphology method, and variety of documentation, including the historical literature materials, the military topographic maps of the first half of the 20th century, and the remote sensing images of the 1970s. Correlation and integration of the lifetime and the spatial data would produce China City Wall Areas Dataset (CCWAD) in late imperial. Based on the proximity to the time of most of the city walls, we selected six representative years (i.e., 1400, 1537, 1648, 1708, 1787, and 1866) from CCWAD to produce China Urban Extent Dataset (CUED) in the 15th-19th centuries. <br>
DOI: 10.6084/m9.figshare.26364181.v2
title: RetinaSim dataset (sim00000000.zip)

description: Example simulation data file human eye retina
DOI: 10.6084/m9.figshare.5759868.v2
title: Supplementary Table 9. Parameter and log likelihood estimates of the rate of protein evolution among Med15 homologs

description: Molecular evolutionary analyses of the Med15 gene family from Poaceae. dN/dS estimates were performed under differing hypotheses including: H0 (one ω), H1 (two ω; ω0 and ω1), H2 (two ω; ω0 and ωb), and H3 (three ω; ω0, ωa, ωb).<br><br>
DOI: 10.17632/bt8y4p8w87
title: Data for: Flower visitation and land cover associations of above ground- and below ground-nesting native bees in an agricultural region of south-east Australia

description: Data collected at 14 sites: 1) numbers of bees detected in traps and visiting flowers. 2) proportion of area within 1000 m and 250 m covered by different land cover types.
DOI: 10.17632/km4cdcvyfs
title: Different encoding of reward location in dorsal and intermediate hippocampus. Jarzebowski et al.

description: Data recorded to study encoding of reward location in the hippocampus. Calcium imaging data was recorded from dorsal and intermediate CA1 in mice learning reward locations. Included data consists of processed calcium imaging signal and location tracking data in .csv format.
Files are placed in dated and animal-specific directories. The files can be read and processed by R code available at: https://github.com/przemyslawj/hpc-reward-coding.
DOI: 10.5517/ccdc.csd.cc2n0f15
title: CCDC 2443266: Experimental Crystal Structure Determination

description: Related Article: Ming Liu, Yan-Cong Chen, Huan Wang, Tao Shang, Ming-Liang Tong, Richard A. Layfield, Akseli Mansikkamäki, Fu-Sheng Guo|2025|J.Am.Chem.Soc.|147|18307|doi:10.1021/jacs.5c06222
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.16834291.v1
title: sisa leaf biomass measurements

description: These datasets were used in "Allometric models for estimating leaf biomass of sisal in a semi-arid environment in Kenya" by Vuorinne et al. (2021)
DOI: 10.6084/m9.figshare.20006434.v1
title: Genesis of classification: a content analysis based on the definition

description: ABSTRACT In the literature, words have more than one meaning in multiple contexts, and this makes them have ambiguous interpretations or even be considered polysemic; this is the case with the word classification. In the different meanings of the word, it can mean a process, a classification system or a discipline. This article studies the interdisciplinary perspective of the meaning of the word classification, from the meanings suggested by the authors of the area, to trace its evolution and historical context. We use the methodological basis proposed by Bardin (2011) on Content Analysis, applied to the 40 definitions selected from the article “Classification” (Hjørland, 2017), as a research sample. The results of lexical and categorical analysis of the definitions confirmed the assumptions that the classification traces its history based on the Aristotelian categorical bases, having started its dichotomous development with the studies of Porphyrios, gaining projection with the system of taxonomic categories of Linnaeus, with the idea of “Division and denomination” to classify beings into groups, with Darwin's Origin of Species; and, in the scope of Librarianship and Information Science, with the studies initiated by librarian Richards (1860-1939), in the 19th century, influencing the studies of authors such as Sayers (1881-1960), Bliss (1870-1955) e. Ranganathan (1892-1972), among others. In the area of Librarianship and Information Science, classification has been studied as a discipline, a process of grouping and ordering knowledge, and as an instrument of information representation, contributing to its organization and recovery.
DOI: 10.6084/m9.figshare.21385290.v1
title: data_ai_firm

description: The data contain a sample of 947,253 vacancies from HeadHunter database covering 2015-2021 period. Each row represents one vacancy. The columns descriptions are the following: <em>firm</em> - the firm identifier that published a vacancy; <em>occupation</em> - the first mentioned occupation code in a vacancy according to HeadHunter classification (https://api.hh.ru/specializations); <em>year_mon</em> - year and month of vacancy published date; columns from <em>ai</em> to <em>data - </em>binary variables (skill groups) indicating the inclusion of specified skills into a particular skill group (according to Deming, D., & Noray, K. (2020). Earnings dynamics, changing job skills, and STEM careers. <em>The Quarterly Journal of Economics</em>, <em>135</em>(4),1965–2005); <em>wage</em> - monthly wage suggested in a vacancy (in Rubles); <em>region</em> - the integer indicator of a vacancy posting region (Russian community zone) according to HeadHuter platform; <em>firm_size</em> - firm size 5-level categorical variable indicating the number of workers: "micro", 1–15 workers; "small", 16–100 workers; "medium", 101–250 workers; "large", 251–1,000 workers; "huge", more than 1,000 workers; <em>industry</em> - firm industry code according to Russian Classification of Economic Activities (OKVED); <em>firm_ai</em> - the measure of the AI skills demand (calculated based on Alekseeva, L., Azar, J., Gine, M., Samila, S., & Taska, B. (2021). The demand for AI skills in the labor market. <em>Labour Economics</em>, <em>71</em>, 102002).
DOI: 10.6084/m9.figshare.25549564.v1
title: Example Dataset for Genome-Wise Association Study

description: Example dataset for GWAS tutorial
DOI: 10.6084/m9.figshare.28456985.v2
title: Genome annotation files of Bullacta exarata

description: Genome annotation files of Bullacta exarata
DOI: 10.6084/m9.figshare.28559366.v1
title: <b>Development of a Major Accident Occurrence Index for Chemical Process Sites</b>

description: The present study was conducted to design an index for the classification of process sites concerning the high probability of severe accidents in industrial areas. The Inherent Safety Index (ISI) and emergency management plan (EMP) parameters were used to design this index
DOI: 10.6084/m9.figshare.7502027.v9
title: Suport Information. Zika virus: epidemiological surveillance of the Mexican Institute of Social Security

description: S1 Fig. Algorithm of laboratory sample in the epidemiological surveillance of Zika, in nonpregant persons, Mexico 2016.<br><br>S1. Table A. Cumulative incidence of cases suspected of Zika virus disease, IMSS 2016.<br><br> S1. Table B. Characteristics of Zika cases in the Mexican Institute of Social Security, 2016<br>S1 Table C. Number of cases Positive, Negative, Notificade, positivity and estimated cases of Zika by State and epidemiological week IMSS 2016<br><br><br>
DOI: 10.6084/m9.figshare.8937839.v1
title: The difference in impression between genuine and artificial leather: Quantifying its feeling of authenticity

description: <pre>These data sets are for the physical features and subjective assessment scores used for quantification.</pre>
DOI: 10.17632/cm97cg87d6
title: Nemabiome of ibex and transhumant sheep

description: Wild and domestic ungulates can be infected with the same species of gastrointestinal parasitic nematodes. These parasitic nematodes have a free leaving stage in the environment that contributes to the ease of transmission of gastrointestinal nematodes at the interface of different host species. In addition, gastrointestinal nematodes have developed resistance to anthelmintics which is now considered a major problem for the livestock industry. In a context where wild and domestic ungulates share the same pastures, cross-transmission of resistant gastrointestinal nematodes between species could occur. 
In the Alps, domestic sheep are driven in the mountains each summer in areas where wild ungulates live. In particular, the Alpine ibex, Capra ibex is a protected mountain ungulate that is phylogenetically related to sheep and hosts nematode species common to sheep. In this study we investigated the nemabiome of sheep and ibex in three different areas of the French Alps to evaluate the parasites flow between the two host species. Our investigations are based on the metabarcoding of the ITS2 rDNA nemabiome using next generation sequencing. We also determined the frequency of anthelmintic-resistant nematodes in sheep and ibex to determine if ibex can host resistant strains. To that end, we sequenced the isotype 1 of the beta tubulin gene, in which mutations have been associated with benzimidazole resistance. 
We found that sheep and ibex have very similar nemabiomes before even this two species shared pasture and parasites, except for few nematode species, such as Marshallagia marshalli and Trichostrongylus axei. This suggests that the long-term co-occurrence of sheep and ibex on mountain pastures has promoted the exchange of gastrointestinal nematodes between sheep and ibex. The presence of sheep modified the nemabiome of ibex which may consequently cause a reduction of ibex fitness. Resistant nematodes were found on all sheep farms and in all Ibex populations, demonstrating that Ibex can host and shed resistant strains before transhumant sheep arrive on pastures. However, the relative contribution of ibex to nemabiome and the abundance of resistant nematodes in sheep remain to be determined.
DOI: 10.17632/j877fyr2pp
title: scRNA-seq analysis of hepatocellular carcinoma with microvascular invasion.

description: Microvascular invasion (MVI) is a significant pathological feature of hepatocellular carcinoma (HCC) associated with poor outcomes, early recurrence and intrahepatic metastasis in post-surgical resection and transplant patients. However, the intricate tumor microenvironment (TME) and transcriptional programs underlying MVI in HCC remain poorly understood. We conducted single-cell RNA sequencing of 46,789 individual cells from 10 samples of MVI+ (MVI present) and MVI- (MVI absent) HCC patients. By examining the cellular and molecular features associated with MVI, we conducted comprehensive analyses and validated key findings.