cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/w92bbxbcgd
title: Low-temperature Thermochronology data from Patagonia

description: This is the apatite and zircon (U-Th)/He dataset from the Fitz Roy and Torres del Paine massifs in Southern Patagonia that supports the study in revision: “Geodynamic and climatic forcing on late-Cenozoic exhumation of the Southern Patagonian Andes (Fitz Roy and Torres del Paine massifs)” by Muller, V.A.P. et al., 2023 (preprint DOI: 10.22541/essoar.168332179.93378898/v1).

Apatite (U-Th/He) thermochronometry was performed following standard procedures (House et al., 2000) at the ARHDL of University of Arizona (USA) for plutonic samples of Torres del Paine, and at the Berkeley Geochronology Center (USA) for metasedimentary samples of Torres del Paine. Apatite (U-Th/He) thermochronometry of Fitz Roy plutonic samples was performed in the GEOPS Laboratory at the Paris-Saclay University (Orsay, France), following the methods of Gautheron et al., (2021). Zircon (U-Th/He) thermochronometry of Fitz Roy plutonic samples was performed in the UTHHE Laboratory of Dalhousie University (Halifax, Canada) following the methods of Reiners et al. (2004, 2005).
DOI: 10.6084/m9.figshare.24434533.v1
title: PLINK files

description: Genetic basis of ear length in sheep breeds across the region from Mideast to the Alps
DOI: 10.6084/m9.figshare.28697372.v1
title: Catastrophic Riks Perception

description: Experimental Data used to analyze drivers of catastrophic risk perception and shared burden effect
DOI: 10.6084/m9.figshare.1141885.v1
title: GENDER INEQUALITY AMONG TRIBAL WOMEN IN INDIA: A CASE STUDY OF LEPCHA SOCIETY

description: The study of gender disparity is important to know the tribal society because women<br>are the integral part of their development. GDI finds out the average achievement to reflect the<br>inequalities or disparities between men and women in terms of life expectancy, education and<br>economy. In all the three parameters of GDI, it is found that women lag much behind the men in<br>the study area.
DOI: 10.6084/m9.figshare.12205517.v1
title: Anaeramoebae are deeply-branching eukaryotes that clarify the transition from anaerobic mitochondria to hydrogenosomes

description: Contents: <br><br><b>[Transcriptome Datasets -- transdecoder output and raw assembly]</b>Anaeroamoeba_flamelloides_transcriptomeData.zipAnaeroamoeba_ignava_transcriptomeData.zip<br><br><b>[Phylogenetic Datasets]</b><br>MetabolicGeneTrees.zip (Single Gene trees and data for HYDA, FDP and Ohr)phylogenomicAnalysis_datasets_results.zip (data and trees from phylogenomic analyses)<br>toplogyTests.zip (treefiles of topologies tested with AU-test)<br><br><br><br>
DOI: 10.6084/m9.figshare.16674136.v1
title: P04

description: CCEP data for patient 4
DOI: 10.6084/m9.figshare.21959582.v1
title: Microgrid Optimal Energy Scheduling with Battery Degradation

description: The uploaded package includes 3 parts: 1. Dataset and Matlab Simulator for Battery Aging Tests 2. Learning-ready Dataset and Python Codes for Training a Battery Degradation Neural Network Model 3. Microgrid Optimal Energy Scheduling with Battery Degradation Neural Network in Python <br> <br> If you use these codes for your work, please cite the following paper: Cunzhi Zhao and Xingpeng Li, “Microgrid Optimal Energy Scheduling Considering Neural Network based Battery Degradation”, <em>IEEE Transactions on Power Systems</em>, early access, Jan. 2023. Paper website: https://rpglab.github.io/papers/CunzhiZhao-NNBD-MDS/
DOI: 10.6084/m9.figshare.25487887.v1
title: 价值共创的互助养老服务时间币智联区块链系统服务者认同影响调研数据

description: 价值共创的互助养老服务时间币智联区块链系统服务者认同影响调研数据
DOI: 10.17632/g5jb9dn5mv
title: Dataset of Biopellet Characteristics from Various Low-Economic Lignocellulosic Materials Produced Using Different Method

description: The data presented provides the characteristics of biopellets made from several types of waste and shrubs. This data was obtained through experimental studies in the laboratory.
DOI: 10.17632/njz3gx3w2d
title: Dataset for MDPI Antioxidants (2020)

description: The following files are associated with the manuscript "Flavones’ and Flavonols’ Antiradical Structure–Activity Relationship—A Quantum Chemical Study", MDPI Antioxidants, 2020 (https://doi.org/10.3390/antiox9060461). They include geometries of molecules used therein and allows to reproduce the obtained results.
DOI: 10.6084/m9.figshare.12950273.v1
title: R0216_20180206a_videos

description: Rat 0216, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.6084/m9.figshare.23607558.v2
title: ELISL Datasets

description: TBD.
DOI: 10.6084/m9.figshare.28961060.v1
title: Supplementary Table 1

description: Unbiased RNA sequencing of tibialis anterior muscle in ALI and ALI+Ex mice
DOI: 10.6084/m9.figshare.17367404.v2
title: Analgesic Effects of Manual LI4 Acupuncture During Intrauterine Device Insertion: A Randomized Controlled Clinical Trial

description: dataset for manuscript of the pilot study of acupuncture therapy in pain relief during IUD insertion
DOI: 10.6084/m9.figshare.25954063.v1
title: <b>Tropical land-use change disrupts zeta-diversity across taxa</b>

description: Land-use change causes community turnover via local extinctions and colonisation of disturbance-adapted species, whilst driving biotic homogenization at larger spatial scales <sup>1,2</sup>. Quantification of these processes has focused on beta-diversity metrics, which upweight rarity<sup>3,4</sup>. A key question is understanding the impact on rare to common species across space—zeta-diversity <sup>3</sup>—in causing community turnover following land-use change. We sampled bird, dung beetle, and orchid communities in 341 locations spanning natural (Andean forests and paramo) and transformed habitats (pasturelands) across ~270 km in the Colombian Andes to reveal that deforestation disrupts zeta-diversity across elevation in two ways. First, local-scale deforestation causes biotic homogenization across bird communities, with pasture retaining twice as many common species (species occurring among multiple communities) than natural habitats, whereas natural habitats retained four times more common dung beetle species than transformed habitats and orchid community turnover remained high across land-uses. Second, anthropogenic transformation of natural habitats rewires biodiversity patterns such that bird and dung beetle communities become entirely structured by dispersal ability and stochastic processes across elevation, whilst orchid communities have low likelihood of holding common species resulting in local extirpation post-deforestation. Thus, retaining natural habitats prevents disrupting biological communities by preserving rare bird and orchid species and maintaining common dung beetles.
DOI: 10.6084/m9.figshare.3829998.v1
title: covtype.data.gz

description: Part of the covtype dataset used in scikit-learn
DOI: 10.6084/m9.figshare.11762640.v1
title: Raw image examples of biocytin-filled cells and local Kv10.2 antibody signal

description: Examples of neurons in V1L4 filled with biocytin (red) on a filed of Kv10.2 antibody signal. Cell 1 is a bursting pyramid, cell 2 a regular spiking stellate. Images are Zeiss files viewable and manipulable with free Zen software.
DOI: 10.17632/jcccyh5zf9
title: FTIR spectroscopy of irradiated 3dprinted plastics

description: Mechanical tresting, Raman and FTIR spectroscopy of irradiated 3dprinted plastics. Raw data associated with https://doi.org/10.1016/j.addma.2019.100907
DOI: 10.6084/m9.figshare.6263867.v1
title: RAW C. PIPIENS ASSEMBLY OUTPUT

description: <b>The raw assembly of each individual C. pipiens ovary metagenomes.</b><b><br></b><b>The files contain contigs that are longer than 1 Kbp IDBA_UD assembled from these data.</b><br>Details of the study and a reproducible bioinformatics workflow:<br>http://merenlab.org/data/wolbachia-plasmid/<br><br>All public data files in this collection:<br>https://figshare.com/projects/A_Wolbachia_Plasmid_by_Reveillaud_and_Bordenstein_et_al_2018_/32069
DOI: 10.6084/m9.figshare.8091242.v1
title: EEG dataset

description: This dataset has collected for the study of "Robust Detection of Event-Related Potentials in a User-Voluntary Short-Term Imagery Task.
DOI: 10.17632/rtcympc7tm
title: Eimeria species and OTU sporulated oocysts
DOI: 10.6084/m9.figshare.24078891.v1
title: A chromosome-level genome assembly of important alien species Paracoccus marginatus based on PacBio and Hi-C technologies

description: The papaya mealybug, <i>Paracoccus marginatus</i> Williams and Granara de Willink is a serious invasive species that feed on more than 200 plants and recorded from more than 60 countries and regions. A chromosome-level genome assembly of <i>P. marginatus</i> was assembly based on PacBio and Hi-C technology. The assembled genome was 213.81Mb in size was assigned to four chromosomes. The genome had contig and scaffold N50s of 20.2 Mb and 48.01 Mb, respectively. A BUSCO completeness score of 95.5%, and CEGMA indicated that 99.56% of the assembled genome suggested the complete annotated for <i>P. marginatus</i>. Current genome contained 13,367 predicted protein-coding genes and 49.26% of the assembly was annotated as repetitive sequences. Phylogenetic analyses confirmed the Sternorrhyncha relationship of Aleyrodoidea + (Psylloidea+(Coccoidea+Aphidoidea)) and papaya mealybug diverged from Aphids (Aphidoidea) approximately 250.48 (231.6-271.17) million years ago. The gene families involved in drug-metabolism-other enzymes, ascorbate and aldarate, porphyrin and chlorophyll, metabolism of xenobiotics by cytochrome P450, drug-metabolism-cytochrome P450, retinol metabolism, pentose and glucuronate interconversions were significantly expanded, revealing the potential genomic basis for the polyphagia of papaya mealybug and its excellent environment adaptation as invasive species. This high-quality genome of papaya mealybug will provide a valuable genomic resource for research in a broad range of areas, such as: future population genetics, evolutionary, insect-plant relationship, insect-microorganism interactions, alien species management, phylogenetic exploration of Pseudococcidae as well as comparative genomic studies of Hemiptera and other insects.
DOI: 10.6084/m9.figshare.28236299.v3
title: SDM for troglofauna

description: This release includes the Species Distribution Model (SDM) and associated data used in the study <i>"Machine Learning to Assess Troglofauna Occurrences in the Northern Part of Western Australia."</i> The model was developed to predict the distribution of troglofauna species in this ecologically significant region using advanced machine learning techniques.
DOI: 10.6084/m9.figshare.29067428.v1
title: Supplementary Tables.xlsx

description: This file includes supplementary tables for the manuscript titled "Bi-directional Mendelian randomization indicates causal relationships between circulating branched-chain amino acids and metabolic health"
DOI: 10.6084/m9.figshare.7040060.v1
title: A 10,000-patient database

description: A 10,000-patient database that contains in total 10,000 patients, 36,143 admissions, and 10,726,505 lab observations.
DOI: 10.17632/nvgy8pmkhk
title: Datasets for analysis of co-occurrence of cell lines, basal media and supplementation in Open Access biomedical literature

description: This dataset contains three key pieces of data: 1. journal-list-issn.csv : contains a list of journal names and ISSNs that our corpus was limited to. 2. mediaQueriesMendeley.csv: contains a list of 39 distinct queries we used to search the corpus, all referencing one of 27 unique basal medias. 3. The folder 'Open Access sentences' includes 4 partitioned parquet files that together comprise a dataframe of 15,424 sentences that appeared in one of the journals and had a hit for one of the basal medias. The dataframe is structured as 'sentence', 'pii', 'year'.
DOI: 10.17632/zy82cgvfx6
title: JDS24673 - Supplementary Figure S1 - Scheme of experimental setup

description: Supplementary Figure S1. Copied from van Gastelen al. (2022). Scheme of the experimental setup. The experimental basal diets were a grass silage-based diet (GS; green), a diet with a mixture of grass silage and corn silage (GSCS; orange), and a corn silage-based diet (CS; blue). These diets were supplemented with different dosages of 3-nitrooxypropanol (3-NOP), namely 0, 60, or 80 mg 3-NOP/kg DM (NOP0, NOP60, and NOP80, respectively). The first 14 days represent the covariate period in which baseline measurements took place. The experiment consisted of 2 cross-overs, each with two 1-week measurement periods.
DOI: 10.6084/m9.figshare.20103482.v1
title: Data and code for Kim, Park, Lee, Kim 2022 "A visuomotor circuit in Drosophila for evasive flight turns"

description: Fig1_behavior.zip -- data and analysis code for Fig. 1
FIg2_optogenetics.zip -- data and analysis code for Fig. 2
FIg3_thermogenetics.zip -- data and analysis code for Fig. 3
Fig4_5_gcamp.zip -- data and analysis code for Fig. 4&5
DOI: 10.6084/m9.figshare.7267580.v1
title: Indoor and Outdoor Moving Object Detection

description: A moving person in indoor and outdoor light conditions. Change is light condition in indoor and outdoor condition affect the results of moving object detection. The datasets are captured in indoor medium light, indoor high light and outdoor light conditions. In outdoor conditions, objects were not exposed to direct sunlight.
DOI: 10.17632/8xs84st2ty
title: Examining physicomechanical and thermal characteristics of turbidite sandstone formed by submarine slumping: an experimental study

description: Laboratory results of physical, mechanical and thermal parameters of rock cores
DOI: 10.17632/mr8rr8kr2c
title: Determining the nutritional importance of common mycelial networks in a desert truffle mycorrhizal symbiosis for soil nitrogen redistribution

description: The research conducted by Andrino et al. focuses on the role of common mycorrhizal networks (CMNs) in nitrogen redistribution among plants, particularly in semi-arid ecosystems. Below is a detailed breakdown of the research hypothesis, findings, and interpretations:

Research Hypothesis
- The primary hypothesis of the study posits that common mycorrhizal networks (CMNs) play a significant role in redistributing nitrogen (N) from nutrient-rich sites to those that are poor, thereby supporting plant establishment and survival, especially in environments characterized by heterogeneously distributed nutrients.
- The study specifically examines whether seedling age or size influences the effectiveness of N redistribution through CMNs, predicting that younger plants would disproportionately benefit from these networks due to higher relative growth rates.

### Data Findings
- The research utilized 15N tracer experiments to track nitrogen movement between organic compartments, providing evidence for N translocation from labeled compartments with adult plants to sink compartments.
- Notable results included:
 - Higher 15N enrichment levels in adult plants (0.8%) compared to seedlings (0.05%).
 - In seedling compartments, up to nearly 15% of the applied 15N was detected in seedling tissues, whereas adult plants in other experiments showed significant uptake but a lower percentage contribution to total nitrogen.
 - It was determined that the 15N contribution to the total nitrogen content of seedlings was significantly higher than that of adult plants over the course of the experiments, illustrating the critical role of CMNs in supporting younger plants.

Data Interpretation
- Nutrient Demand: The findings indicate that seedlings, having a higher nitrogen requirement for growth, are effectively supported through CMNs that mitigate competition for nitrogen resources with adult plants.
- Mycorrhizal Functionality: The continuous increase in 15N tracer uptake suggests that CMNs not only redistribute nitrogen but do so more effectively during the early stages of plant growth when the seedlings most need it.
- The ability of CMNs to enhance nutrient uptake particularly under low nitrogen conditions emphasizes their essential role in maintaining plant biodiversity and ecosystem health, especially as aridity increase. This mechanism is crucial in semi-arid ecosystems, where environmental degradation threatens mycorrhizal diversity.
- The increase in N in the shoots compared to roots highlights an important strategy where nutrient allocation favors vegetative growth, which is essential for the establishment of seedlings in challenging environments.
These insights greatly contribute to the understanding of plant interactions within ecosystems, indicating that CMNs facilitate cooperation rather than competition among plants, enhancing ecological stability.
DOI: 10.6084/m9.figshare.23623368.v1
title: <strong>The Chinese Thermal Comfort Dataset</strong>

description: Heating and cooling in buildings accounts for over 20% of total energy consumption in China. Therefore, it is essential to understand the thermal requirements of building occupants when establishing building energy codes that would save energy while maintaining occupants’ thermal comfort. This paper introduces the Chinese Thermal Comfort Dataset, established by seven participating institutions under the leadership of Xi'an University of Architecture and Technology. The dataset comprises 41,977 sets of data collected from 49 cities across five climate zones in China over the past two decades. The raw data underwent careful quality control procedure, including systematic organization, to ensure its reliability. Each dataset contains environmental parameters, occupants’ subjective responses, building information, and personal information. The dataset has been instrumental in the development of indoor thermal environment evaluation standards and energy codes in China. It can also have broader applications, such as contributing to the international thermal comfort dataset, modeling thermal comfort and adaptive behaviors, investigating regional differences in indoor thermal conditions, and examining occupants’ thermal comfort responses.
DOI: 10.17632/ctw2256phb
title: Physical Human-Robot Contact Detection 

description: Contact detection dataset is gathered from a robot arm, Franka Emika Panda, when it was executing a repetitive movement. 
Each sample contains 140-milisecond time-lapse sensor data, motor torque, external torque, joint position, and velocity, with a 200 Hz sampling rate (28 data points). It comprises five classes which determine the contact state on the last two links of the robot, including their respective type, incidental or intentional. The following condition are considered to collect the data 
    Noncontact: a robot preforms its task without having any contact to humans.
    Intentional Link5: an operator grasps the fifth link of the robot to interact with it.
    Intentional Link6: an operator grasps the sixth link of the robot to interact with it.
    Collision Link5: the fifth link of the robot collides to a human arm.
    Collision Link6: the sixth link of the robot collides to a human arm.
 In total, there are 1199 noncontact samples and 1006 contact samples. The distribution of contact data is as follows
1) Collision Link5 = 180 samples
2) Collision Link6 = 179 samples
3) Intentional Link5 = 339 samples
4)  Intentional Link6 = 308 samples

70% of the data considered for training dataset and 30% for testing dataset. This rate is changeable in 'merge_contact_noncontact_csv.m' .
DOI: 10.6084/m9.figshare.27794913.v1
title: Vienna-Hannover pure Water BLS Values

description: Brillouin Light Scattering (BLS) measurements of pure (injection grade) water extrapolated from measurements in Vienna and Hannover that may be used for calibration/registration of BLS measurements using different instruments. Spontaneous BLS measurements using a 6-pass Tandem Fabry Perot interferometer, deconvolved, fitted with Damped Harmonic Oscillator (DHO) model. Reported as a function of temperature. 532nm probing wavelength. Low Numerical Aperture. 180 degree backscattering geometry.
DOI: 10.6084/m9.figshare.28623215.v1
title: GRL(2024GL113442)-data.rar

description: Dataset of "Magnetic stability of magnetite particles with single vortex structure during low temperature oxidation"
DOI: 10.17632/8h3s6jkyff
title: TomatoPlantfactoryDataset

description: The dataset entitled Tomato Plantfactory Dataset, which comprises 520 images of the Micro tomato variety, captured at two different resolutions (6000x4000 and 4032x3024) and at two stages of fruit growth. The images were acquired in a complex lighting environment of an artificial light plant factory, presenting various complexities, including variations in perspectives, lighting quality, distance, and occlusions and blurs of the fruits. The dataset provides a valuable resource for researchers interested in developing new techniques for tomato fruit detection, classification, localization, and visualization. All tomato fruits have been manually annotated, resulting in a total of 9112 instances, including 5996 green fruits and 3116 red fruits. The annotation files are available in both PascalVOC and YOLO formats, facilitating the integration of the dataset into existing computer vision pipelines. Finally, the dataset can be conveniently partitioned for rapid model training purposes. 

If you are interested in this dataset and have introduced it in your research, please cite the article of this dataset.
"Z. Wu, M. Liu, C. Sun, X. Wang, A dataset of tomato fruits images for object detection in the complex lighting environment of plant factories, Data in Brief. 48 (2023) 109291. https://doi.org/10.1016/j.dib.2023.109291.
"
DOI: 10.17632/v7ppb2xr99
title: SNP array data for a native European flat oyster (Ostrea edulis) population

description: Genotype data for a hatchery-derived European flat oyster population (n=840 individuals) with matching growth phenotype data (see link below). Four growth-related traits were measured in the experimental population: Body weight (BW, the weight of an individual oyster including the shell ), Shell length (SL, the maximum distance between the anterior and posterior margins), Shell height (SH, the maximum distance between the hinge to the furthermost edge), and Shell width (SW, the maximum distance at the thickest part of the two shell valves).
Individual oysters were genotyped using the combined-species Affymetrix Axiom® oyster SNP-array. The genotype data is available in VCF format for markers passing quality control (QC) filters (see steps below).
DOI: 10.6084/m9.figshare.25707420.v1
title: VABIP Raw Data Base

description: This file contains the raw data of VABIP clinical trial.
DOI: 10.6084/m9.figshare.3527990.v1
title: Appendix A. List of Nearctic-Neotropical migrant land bird species detected during transect surveys.

description: List of Nearctic-Neotropical migrant land bird species detected during transect surveys.
DOI: 10.6084/m9.figshare.28738244.v39
title: Logic innovation

description: Logic innovation 9-pdf
DOI: 10.17632/2nyzr2rr7s
title: Data Supporting: Kuroshio-Derived Anticyclonic Eddies Drive Lateral Transport and Transformation of Oceanic Dissolved Organic Matter along the Continental Slope of South China Sea

description: The supplementary dataset includes data collected from 9 stations along the slope of the northern South China Sea during a research cruise in April 2020. The dataset comprises cruise information, Station ID, Longitude, Latitude, Bottom depth, Sampling depth, Potential temperature, Salinity, Dissolved oxygen (DO), Nitrate, Soluble Reactive Phosphorus (SRP), Chlorophyll a (Chl a), Dissolved Organic Carbon (DOC), and fluorescence peaks A, M, and T.
DOI: 10.6084/m9.figshare.7550753.v2
title: PDB IDs of antigen-antibody complexes

description: Data Citation 7---Structure ID
DOI: 10.17632/wgk3mxvv5c
title: Innovative low-cost, lightweight Follicular unit extraction micromotor device

description: Details of device and procedural video
DOI: 10.6084/m9.figshare.28278776.v1
title: Dynamics of soil organic carbon storage and aggregate stability -data.xlsx

description: <b>Dynamics of soil organic carbon storage and aggregate stability during natural restoration after clear-cutting in temperate forests</b>