cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/ty2-qph-sq8
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.14067122.v3
title: Social Media data for exploring the association between Cannabis use and Depression

description: The tweets from the time period of January 2017 to February 2019 are collected from Twitter using Drug Abuse Ontology (DAO) terms related to Cannabis and depression lexicon. A sample of 9888 tweets is manually annotated by domain experts and research students under the supervision of domain experts. The domain experts who are co-authors of this data are substance use epidemiologists with experience in Interventions, Treatment, and Addictions Research.<br>The annotation scheme has the following coding:<br>1. Treat: Cannabis is used to help/treat/cure depression.2. Cause: Cannabis causes depression or makes symptoms worse.3. Others: Implies other types of relationships, or too ambiguous/unclear to interpret. 4. Addiction: Lack of access to cannabis leads to depression, showing potential symptoms of addiction.5. Ambiguous: If word related to weed/cannabis or other cannabis products like dabs or edibles is missing or if the mention of depression-related words is missing.<br>We will continue to add and manage the dataset with new annotations and versions using machine learning techniques like weak supervision and transfer learning. For core computer scientists, this dataset can be useful while working on NLP problems like Relation extraction, Entity disambiguation, Relation prediction, etc. For interdisciplinary experts, this social media dataset can be explored to understand the association between cannabis and depression. <br>We acknowledge the contribution of Jason Roden and Melissa Wahl from Wright State University for participating in the coding under the supervision of domain experts. This project is sponsored by the National Institute on Drug Abuse (NIDA) Grant No. 5R01DA039454-02 to the Ohio Center of Excellence in Knowledge-enabled Computing (Kno.e.sis) and the Center for Interventions, Treatment and Addictions Research (CITAR) titled: Trending: Social media analysis to monitor cannabis and synthetic cannabinoid use. Any opinions, findings, conclusions or recommendations expressed in this material are those of the investigator(s) and do not necessarily reflect the views of the National Institutes of Health.
DOI: 10.6084/m9.figshare.16867114.v1
title: EMDS-7 Dataset

description: The Environmental Microorganism Image Dataset Seventh Version (EMDS-7) is a microscopic image data set, including the original Environmental Microorganism images (EMs) and the corresponding object labeling fifiles in ".XML" format fifile. The EMDS-7 data set consists of 41 types of EMs, which has a total of 2365 images and 13216 labeled objects.
DOI: 10.3535/sqm-66v-f5l
title: Lagenochitina megaesthonica

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/7bhp3v3wcs
title: Isotopic composition of groundwater in Crimea

description: Stable isotope composition of groundwater sampled in natural springs, open wells, boreholes and mud volcanoes on the Crimean Peninsula. Excel file also contains maps identifying positions of sampled water occurrences.
DOI: 10.3535/162-10z-j6r
title: Lagenochitina megaesthonica

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qbc-6de-av5
title: Lagenochitina megaesthonica

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.4121/16817404.v1
title: Emergency ordinances Limburg floods July 2021

description: This dataset describes the area extents of emergency ordinances in place during and after the floods in July 2021 in the Netherlands.
DOI: 10.6084/m9.figshare.25689258.v1
title: Elsafty_RBCs_for_Segmentation_and_Detection_Slide_18

description: Each one of (Elsafty_RBCs_for_Segmentation_and_Detection_Slide_1-25) consists of three primary folders: "Cropped images,” "Masks,” and "Segmented images” corresponding to each slide/patient. The naming scheme for the cropped image, mask, and segmented image of every cell adheres to a consistent format, starting with the slide/patient number, followed by the unique patch/field number, and concluding with the (XYWH) coordination on the patch. All these images are conveniently stored in the lossless ".PNG" format.
DOI: 10.3535/7pn-82y-jkq
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ss2-lzq-pm9
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/8vd-mjy-taa
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/zm3-ll1-w53
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.1399218_d1
title: Impacts of elevated atmospheric CO2 on nutrient content of important food crops

description: This dataset contains detailed cultivation conditions and nutrient concentrations of over 1000 samples of the edible portions of 41 cultivars of six major crop species grown between 1998-2010 across three continents at ambient and elevated atmospheric CO2 concentrations. Elevated atmospheric CO2 concentrations were achieved by free-air CO2 enrichment, which allows experimental manipulation of atmospheric composition under otherwise normal field conditions.
DOI: 10.6084/m9.figshare.25534576.v1
title: Operation process information and questionnaire

description: Operation process information and questionnaire
DOI: 10.6084/m9.figshare.3568497.v1
title: Appendix F. Linear regression of the number of zebra observed as a function of the density of wildebeest by general habitat, suggesting that zebra might choose to stay near wildebeest in woodland areas where ambush predators are difficult to detect.

description: Linear regression of the number of zebra observed as a function of the density of wildebeest by general habitat, suggesting that zebra might choose to stay near wildebeest in woodland areas where ambush predators are difficult to detect.
DOI: 10.17632/wx56pkhw45
title: Chalkboard to Digital: Adapting Elementary Teaching in a Technological Era

description: This article examines how instructional technology has changed education, following its development from the antiquated chalkboard to the state-of-the-art smartboard. The story takes place as the technology gradually changes the educational scene by providing cutting-edge resources and approaches. It highlights the move toward individualized ang interactive learning experiences while examining the advantages and difficulties of theses developments. the essay also offers a look at the future, highlighting how new technologies could lead to even more customized and immersive learning experiences. Technology can be extremely helpful in the elementary school Classroom. Using these resources in primary school classrooms has several benefits, such as assisting children in developing their digital literacy and technology abilities, giving pupils enjoyable methods to interact with novel subject and ideas. Technology in education can encourage teamwork. In addition to teachers interacting with students during class, students are able to chat with one another. Students collaborate to solve challenges through online courses and educational games. With digital learning, the instructor can adapt their curriculum to each student's needs. Additionally, it facilitates their ability to give each pupil private, tailored feedback. it has been demonstrated that digital learning can offer a more comprehensive approach to education.
DOI: 10.3535/gjs-t9l-fpb
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/y6r-1t7-0sy
title: Lagenochitina megaesthonica

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.25037483.v1
title: Figures Data

description: A multicenter cross-sectional design study was conducted on 120 cancer patients aged at least 18 who had been undergoing at least one round of chemotherapy. TAs were evaluated using the chemotherapy-induced taste alteration scale (CiTAS), the malnutrition universal screening tool (MUST) was used for nutritional screening, the antineoplastic side effects scale (ASES) was used for subjective assessment of chemotherapy side effects, and the Charlson comorbidity index (CCI) was used for comorbidity assessment. SPSS21 software was used to analyze the data, and the independent T-test and one-way ANOVA test were used to determine the association between TAs and a variety of related variables.
DOI: 10.3535/2nh-tdw-7kq
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/t9e-b4w-agc
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.23634222.v1
title: IonTorrent Raw Data (B=Bulk)

description: IonTorrent raw data for metabarcoding analysis
DOI: 10.6084/m9.figshare.27257487.v1
title: <b>Latitudinal pattern in greenhouse gas production controlled by microbial abundance in blue carbon ecosystems</b>

description: We collected 129 sediment samples from diverse BCEs (mudflats, mangroves, salt marshes, and seagrasses) across a broad latitude gradient spanning 18°N-41°N in China.
DOI: 10.6084/m9.figshare.28516133.v1
title: Fastq files of novel sequencing data

description: This data represent novel sequencing data for the bacterial atrlas of mexican soils
DOI: 10.3535/lsr-yzg-6we
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/pp6-7ar-tv0
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.4121/uuid:dbb2fe8f-bb3b-4fc4-b6ac-8c088b1d1047
title: Building with nature video #03 - The Building with Nature Philosophy @ TU Delft 2015

description: Explanation of the Building with Nature philosophy. Video 3 of the series of 13 videos. Parent item: Building with Nature @ TU Delft 2015 Video material forming a component of a masters level course on ecosystem-friendly, integrated design of hydraulic infrastructures at TU Delft. 13 videos in total, dealing with the Building with Nature philosophy and design approach, ecological processes, evaluation using ecosystem services, and the governance aspects. The governance aspects include multi-actor systems, multifunctionality and issues of scale. The topics are linked by a series of videos called Connecting the Dots 1, 2,3 & 4.
DOI: 10.6084/m9.figshare.5644945.v1
title: Reproductive biology of the Green Ground Snake Erythrolamprus poecilogyrus sublineatus (Serpentes: Dipsadidae) in Subtropical Brazil

description: ABSTRACT We investigated reproductive features of the dipsadid snake Erythrolamprus poecilogyrus sublineatus in the southernmost Brazilian coast, a subtropical region characterized by well-marked seasons. Females are significantly smaller than males, have a shorter tail, and reach sexual maturity at later times along their development. In contrast to tropical subspecies, E. p. sublineatus females presented a seasonal pattern, with secondary follicles occurring from late winter to early autumn and egg production restricted to the whole spring and early summer. Males presented seasonal variation in testes volume (increase in autumn and decrease in winter) while no significant seasonal variation was found in ductus deferens width. The number of oviductal eggs varied from two to nine, thus, real fecundity is also inferior than that observed in tropical E. poecilogyrus forms. Considering the thermal requirements for reproduction, it is possible that the colder climatic conditions of the southern Brazilian coast have shaped the seasonal reproductive pattern in E. p. sublineatus. The shorter body size of this subspecies may also represent a conditioning factor of low fecundity.
DOI: 10.17632/fk77gs5b2d
title: KLIFF: A framework to develop physics-based and machine learning interatomic potentials

description: Interatomic potentials (IPs) are reduced-order models for calculating the potential energy of a system of atoms given their positions in space and species. IPs treat atoms as classical particles without explicitly modeling electrons and thus are computationally far less expensive than first-principles methods, enabling molecular simulations of significantly larger systems over longer times. Developing an IP is a complex iterative process involving multiple steps: assembling a training set, designing a functional form, optimizing the function parameters, testing model quality, and deployment to molecular simulation packages. This paper introduces the KIM-based learning-integrated fitting framework (KLIFF), a package that facilitates the entire IP development process. KLIFF supports both physics-based and machine learning IPs. It adopts a modular approach whereby various components in the fitting process, such as atomic environment descriptors, functional forms, loss functions, optimizers, quality analyzers, and so on, work seamlessly with each other. This provides a flexible framework for the rapid design of new IP forms. Trained IPs are compatible with the Knowledgebase of Interatomic Models (KIM) application programming interface (API) and can be readily used in major materials simulation packages compatible with KIM, including ASE, DL_POLY, GULP, LAMMPS, and QC. KLIFF is written in Python with computationally intensive components implemented in C++. It is parallelized over data and supports both shared-memory multicore desktop machines and high-performance distributed memory computing clusters. We demonstrate the use of KLIFF by fitting a physics-based Stillinger–Weber potential and a machine learning neural network potential for silicon. The KLIFF package, together with its documentation, is publicly available at: https://github.com/openkim/kliff.
DOI: 10.3535/rp8-vjq-vr6
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/v7t-lt9-0y6
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/p40-z95-f5s
title: Lagenochitina megaesthonica

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qeq-c8y-2hh
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/5c8d8j7py4
title: Data for publication 1

description: Data for publication in Data in Brief
DOI: 10.3535/ctw-031-79v
title: Lagenochitina megaesthonica

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/g3b-tky-b3w
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.21829056.v2
title: Data-HN kaolinite-manuscript entitled quantifying coupling effects between soil matric potential and osmotic potenital.xlsx

description: Sorption isotherm data of HN kaolinite
DOI: 10.6084/m9.figshare.24799005.v3
title: Datasets from Gergonne et al. (2024)<b>The role of changing landscape in the dispersal of a soil-feeding termite in Suriname and French Guiana</b>

description: <b>Supplementary material</b>Gergonne et al. (2024)Datasets and results of environnemental variables used in the study, microsatellite datasets used in the study.
DOI: 10.6084/m9.figshare.28260752.v1
title: SPAAHP

description: To enhance Expressway's response to sudden accidents and improve maintenance resilience, this paper introduces safety resilience theory into high-speed section maintenance safety management. Considering highway features and based on resilience theory's five characteristics, key factors for high-speed maintenance safety resilience are identified using Word Frequency Analysis (WFA). The nonlinear mapping between system classification and highway characteristics is pivotal. Subjective and objective weights of maintenance safety resilience indices are weighted using the Interval Analytic Hierarchy Process Critical (IAHP-CRITICAL) method and Minimum Information Identification Principle, addressing traditional IAHP's fuzziness. The Improved Dung Beetle Algorithm Extreme Learning Machine (DBO-ELM) is employed for comprehensive evaluation. The WFA-CRITICAL-IAHP-DBO-ELM model is applied to a Chang-Zhang Expressway section.
DOI: 10.6084/m9.figshare.8805110.v1
title: Dataset and Code: The impact of rising CO2 and acclimation on the response of US forests to global warming

description: This file describes the supporting information datasets and codes associated to the publication <b>"The impact of rising CO2 and acclimation on the response of US forests to global warming"</b> by John S. Sperry, Martin D. Venturas, Henry N. Todd, Anna T. Trugman, William R.L. Anderegg, Yujie Wang, and Xiaonan Tai.<br>The <b>README.txt</b> file describes the contents of the four compressed folders:<br><b>(1) Dataset S6:</b> "Weather_Data.zip". This folder contains the weather data used for running the forest response simulations and the file "README_Weather_Data.txt" that fully describes the datasets and structure of the CSV files.<br><b>(2) Dataset S7: </b>"Output_Data.zip". This folder contains the main outputs of the Gain-Risk model that comprise the mainresults and findings of the study. This folder contains the file "README_Output_Data.txt" that explains in detail the structure and content of the CSV files.<br><b>(3) Code S1: </b>"SperryModelCPP_0.23.zip". This folder contains the code of the Gain-Risk model used in the study. The folder also contains the file "readme_model.txt", with details on how to run the model and on the additional files contained in the folder.<br><b>(4) Code S2:</b> "Acclimation_Tools.zip". This folder contains two Excel spreadsheets with the Visual Basic Application (VBA) code used to run the acclimation routines. The file "readme-acclim.txt" describes in detail how to use the files.
DOI: 10.17632/48hd5zsw87
title: Results of a Survey of Musicals and Musicals Award Ceremony in China

description: 100 valid questionnaires on participants' musical knowledge, experience, and attitude towards musical award ceremonies.
DOI: 10.3535/vnb-80t-y7c
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/w26-9yv-16z
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.14325167.v1
title: Acoustic Emission Analysis of Cement Mortar Specimens During Three Point Bending Tests

description: Abstract This work discusses the experimental results of Acoustic Emission (AE) recordings during repetitive loading/unloading loops of cement mortar beams subjected to three point bending. Six repetitive loading cycles were conducted at a gradually higher load level until the failure of the specimens. The experimental results clearly show the existence and dominance of the Kaiser effect during each loading loop. Regarding the AE data, alternative analysis was conducted using the improved b-value, and the cumulative energy behaviour. Both quantities considered, show qualitative and quantitative characteristics that could be used as pre-failure indicators. In addition, a novel statistical physics analysis involving the AE interevent times was conducted by calculating the cumulative probability function P(&gt;δτ) that follows a q-exponential equation. The entropic index q and the relaxation parameter βq of this equation show systematic changes during the various stages of the failure process. The last cycle led to a q value equal to 1.42, implying the upcoming fracture which is in good agreement with previous results obtained from a wide range of fractured materials.
DOI: 10.17632/v8rr3ggpsp
title: Zidres Law, land and foreing invesment

description: Research hypothesis: The Zones of Interest for Rural Development, economic and social, are a form of land concession, conceived in the Colombian legal system, to promote agrarian alliances between farmers and investors, generate challenges and contradictions between fundamental rights and economic, social and cultural aspects of the peasant population and their property rights over land, facing the position of economic dominance that capital and industrial investors can come to exercise. Data shows The data used are: Statistical data from the Colombian Department of Statistics on Land Uses in the country The data shows that of the total land that is for agricultural use, the Zidres are 16.9% and those for agricultural use only are 19.7%, therefore, we are facing land use through the Zidres with a significant impact in the national context, so that the investment and economic internationalization of the country through this route acquires relevance The educational level of farmers in Colombia reaches basic elementary Low participation in associations and/or scenarios political participation does not allow to take advantage of the projects to be implemented in the Zidres Other data used by laws such as the Zidres law and complementary norms and the judicial decisions of the courts of justice in Colombia The Colombian Constitutional Court has developed a Corpus Iuris of peasant rights in the development of the constitution: i. the right to food, ii. Minimum vital, iii. Right to Work, iv. Freedom to choose profession or trade, v. Free development of personality and vi. Right to participation The data is available in Spanish, because it is the official language in Colombia and to preserve its quality and veracity.
DOI: 10.3535/j2j-0mf-m28
title: Lagenochitina megaesthonica

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wyy-m8n-4td
title: Lagenochitina megaesthonica

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.6875477.v1
title: The experiment catalysts data of the hardness gradient of carburized gear pair

description: The experiment catalysts data of the hardness gradient of carburized gear pair
DOI: 10.3535/64n-mz6-fhz
title: Bioerosional trace fossils

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/hds-nv6-6h8
title: †Atrypidae Gill, 1871

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.23507211.v1
title: Data - Urban abiotic stressors drive changes in the foraging activity and colony growth of the black garden ant <i>Lasius niger</i>

description: Datasets, scripts and outputs used in the scientific publication "<b>Urban abiotic stressors drive changes in the foraging activity and colony growth of the black garden ant </b><b><i>Lasius niger</i></b>"
DOI: 10.6084/m9.figshare.8982506.v1
title: eq5

description: <b>*** AD:</b><br><b><i>I'm looking for a research position. If you have a vacancy, please contact me at ll.ynyf@gmail.com</i></b>***<br><b>Synthetic global noise correlations for 1D layered Earth model.</b><br>The data are stored in matlab's mat files. Time-symmetric ZZ, RR and TT components contain only the causal parts. ZR and RZ components are complete.<br>Relevant preprint is available at https://eartharxiv.org/be5xu<br>Sample code to plot the data is available at https://github.com/lynlyf/GlobalNoiseCorrelations/blob/master/plot_global_section.m<br>