cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/5gfmy98kcj
title: A mobile observatory powered by sun and wind for near real time measurements of atmospheric, glacial, terrestrial, limnic and coastal oceanic conditions in remote off-grid areas 

description: Climate change is rapidly altering the Arctic environment. Although long-term environmental observations have been made at a few locations in the Arctic, the incomplete coverage from ground stations is the main limit to observations in these remote areas. Here we present a multi-purpose mobile observatory (ARC-MO) powered by sun and wind, enabling near real time measurements in the air, ice, land, rivers and ocean in remote off-grid areas. Two test units were constructed and placed in Northeast Greenland where they have collected data from cabled and wireless instruments in the environment since late summer 2021. The two units can communicate locally via WiFi (units placed 25 km apart) and transmit near-real time data globally over satellite. Data are streamed live and accessible from (https://gios.org). The cost of one mobile observatory unit is c. 304.000€. These test units demonstrate the possibility for integrative and automated environmental data collection in remote coastal areas and could serve as models for a proposed global observatory system
DOI: 10.6084/m9.figshare.21370560.v1
title: The plant nuclear lamina disassembles to regulate plant genome folding in stress conditions

description: The nuclear lamina (NL) is a complex network of nuclear lamins and lamin-associated nuclear membrane proteins, which scaffold the nucleus to maintain structural integrity. In <em>Arabidopsis</em> thaliana, Nuclear Matrix Constituent Proteins (NMCPs) are essential components of the NL and are required to maintain the structural integrity of the nucleus and specific perinuclear chromatin anchoring. At a chromosomal level, plant chromatin organization in interphase nuclei displays flexibilities. Many developmental cues and environmental factors, such as dedifferentiation, leaf development, seedling growth, floral transition, seed development, light intensity, microbe infection, and temperature stress, can trigger global rearrangement of chromatin, demonstrating a tight connection between the structural arrangement of chromatin and its activities. Based on these observations from <em>Arabidopsis</em>, and given the role of AtNMCP genes (CRWN1 and CRWN4) in organizing chromatin positioning at the nuclear periphery, one can expect considerable changes in chromatin-NL interactions when the global chromatin organization patterns are being altered in plants. In this study, we show that plant nuclear lamina disassembles substantially under various stress conditions. By focusing on heat stress, we reveal that chromatin domains, initially tethered to the nuclear envelope, remain largely associated with CRWN1 and became scattered in the inner nuclear space. Via investigating the three-dimensional chromatin contact network, we further reveal that CRWN1 proteins play a structural role, shaping changes in genome folding under heat stress. Also, CRWN1 acts as a negative transcriptional co-regulator to modulate the shift of the plant transcriptome profile in response to heat stress. <br> Here files of large datasets associated with this study, such as Hi-C matrices and ChIP-seq track files in 100 bp bin size, and BigWig files, are available for downloading. <br>
DOI: 10.6084/m9.figshare.22121477.v2
title: Lending Club

description: This dataset is a modified version of the Kaggle Lending Club dataset found at https://www.kaggle.com/datasets/wordsforthewise/lending-club, including a model trained on the training set. <br> The data contains 2007 through 2018 Lending Club accepted and rejected loan data. <br> The dataset is licenced under CC0 1.0 Universal (CC0 1.0) Public Domain Dedication https://creativecommons.org/publicdomain/zero/1.0/
DOI: 10.6084/m9.figshare.7380839.v1
title: A gff3 file containing annotation results of the genome

description: A gff3 file containing annotation results of the genome
DOI: 10.6084/m9.figshare.28689233.v1
title: Perfil Antropométrico y de Aptitud Física de Jugadores de Fútbol en la Ciudadela Ferroviaria

description: Este estudio presenta un análisis antropométrico y de aptitud física realizado en 800 niños y adolescentes de 5 a 18 años que asistían a los entrenamientos de la escuela de fútbol en la Ciudadela Ferroviaria, Guayaquil, con el objetivo de detectar posibles talentos deportivos para equipos de fútbol. Utilizando protocolos de la International Society for the Advancement of Kinanthropometry (ISAK) y pruebas físicas estandarizadas, se evaluaron variables como somatotipo, composición corporal, potencia horizontal (PH), potencia de salto vertical (PSV) y volumen máximo de oxígeno (VMO). Los resultados muestran diferencias significativas por sexo y edad, destacando un potencial en fútbol, especialmente en varones con estatura media-baja y buena capacidad aeróbica. Se recomienda implementar programas de detección temprana y entrenamiento específico en esta comunidad para optimizar el desarrollo deportivo.
DOI: 10.6084/m9.figshare.29115651.v1
title: Additional file 16 of Lung lipids associated with smoking and ECIG use in a cross-sectional study and clinical trial

description: Supplementary material 16.
DOI: 10.17632/j6mfnmpsny
title: Sedimentological Data of the Daming Gucheng Site in Hebei Province

description: Sedimentological Data of the Daming Gucheng Site in Hebei Province
DOI: 10.17632/snkd93bnjr
title: A dataset for microscopic peripheral blood cell images for development of automatic recognition systems

description: The dataset contains a total of 17,092 images of individual normal cells, which were acquired using the analyzer CellaVision DM96 in the Core Laboratory at the Hospital Clinic of Barcelona. The dataset is organized in the following eight groups: neutrophils, eosinophils, basophils, lymphocytes, monocytes, immature granulocytes (promyelocytes, myelocytes, and metamyelocytes), erythroblasts and platelets or thrombocytes. The size of the images is 360 x 363 pixels, in format JPG, and they were annotated by expert clinical pathologists. The images were captured from individuals without infection, hematologic or oncologic disease and free of any pharmacologic treatment at the moment of blood collection. This high-quality labelled dataset may be used to train and test machine learning and deep learning models to recognize different types of normal peripheral blood cells. To our knowledge, this is the first publicly available set with large numbers of normal peripheral blood cells, so that it is expected to be a canonical dataset for model benchmarking.
DOI: 10.6084/m9.figshare.19313882.v1
title: Figshare 1 Raw data for the optimisation of the protocol of pazopanib measurement

description: This is a supplemental data, Figshare1, in our paper "A simple strategy for a low-cost, portable plasma drug monitoring with sustainable boron-doped diamond chip".
DOI: 10.6084/m9.figshare.28601177.v2
title: ACAT1 linkage analysis.rar

description: Linkage Analysis Raw Data
DOI: 10.15468/dl.ze56xm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagamichthys schnakenbecki (Krefft, 1953)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((44.9648 1.2321,45.9851 1.8496,44.9648 1.8496,44.9648 1.2321))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013201-250525065834625/datasets/export for details.
DOI: 10.17632/7rfvh4m873
title: Impact of unpuddled transplanting and crop residue mulching on the yield of rice (Oryza sativa L.)

description: On-farm research was conducted at the Gouripur upazila under Mymensingh district of Bangladesh during boro (mid November- June) season in 2013-14 and 2014-15 to evaluate the performance of unpuddled rice cultivation with crop residue retention. The rice var. BRRI dhan28 was transplanted by two tillage practices viz., puddled conventional tillage (CT) and non-puddled strip tillage (ST), and two levels of crop residues viz., “no” residue (R0) and 50% residue (R50). The experiment was devised in a randomized complete block design with four replications. Results showed no significant yield differences between tillage practices and residue levels in 2013-14. But in the following year, ST yielded higher grains (5.72t ha-1), which was about 9.36% higher compared to CT. The higher grain yield in ST leading to 22.23% higher BCR than CT. Retention of 50% residue increased yield by 3.15% over no-residue, contributing to 10.58% higher BCR. The ST combined 50% residue produced the highest grain yield (5.81 t ha-1), which was credited to obtain the highest BCR (1.06).
DOI: 10.17632/fjnftf9yd9
title: Embodied emissions for different type of single-family houses

description: The dataset comprises the selected calculation of embodied Co2 emissions for single family houses, depending on building type, partitions used and area of the building. There are the following types of data: Surface of the building [40, 70, 100, 120, 150, 180, 200, 240, 300 m2], number of floors [bungalow, with attic, storey], type of roof [flat, gable, envelope], type of shape [reclangular, medium-complicated], type of foundation [concrete slab, foundation walls], type of walls [AAC, CSU, Clay, Wood], type of ceiling and flat roof [RAAC, concrete slab, precast concrete, wood], roof and windows. For each partition type GWP is calculated assuming life cycle 50; 70 and 100 years. Data were calculated in order to search for optimial building type in terms of low-emission construction.
DOI: 10.17632/p3md3c49tp
title: SPB model

description: The SPB model is the simplest method for calculating thermoelectric properties through several parameters.
SPB can calculate the ZT value, Lorentz factor etc. by parameters such as temperature, effective mass, 
deformation potential energy, density sound velocity, and lattice thermal conductivity.
SPBn can calculate reduced Fermi level, effective mass, deformation potential energy, 
and Hall coefficient through parameters such as Hall carrier concentration, carrier mobility, 
sound velocity, density, Seebeck, and temperature.

If you have any questions, please contact:
Chen Qi 1793666025@qq.com address：State Key Laboratory of Superhard Materials, School of Physics, Jilin University
DOI: 10.17632/p629fc87vr
title: Data for: The Antecedents of Mandatory Motorcycle Helmet Legislation Enhancing Behavior
DOI: 10.17632/yzhcvn7sj5
title: Ransomware Combined Structural Feature Dataset

description: This dataset contains several strutuctural features extracted of 2675 binary executable samples. The training and validation set consisted of 2157 samples (80%): 1023 ransomware belonging to 25 relevant families and 1134 goodware. Meanwhile, a testing set consisted of 518 samples (20%): 385 ransomware belonging to the 15 recent families and 133 goodware.

The CSV file columns are sample ID, filename, target class (GR), family ID, and numerical columns (features), as follows:
 | ID | filename | GR | family | Features |
Training Goodware | 10000 to 11133 | Their name.exe | 0 | 0 | Numerical features |
Testing Goodware | 12000 to 12132 | Their name.exe | 0 | 0 | Numerical features |
Training Ransomware | 20000 to 21022 | Their SHA-256 hash | 1 | 1-25 family IDs | Numerical features |
Testing Ransomware | 22000 to 22384 | Their SHA-256 hash | 1 | 26-40 family IDs | Numerical features |

Options:
1) The dataset is split into individual types of features without preprocessing, including headers, imported DLLs, function calls, entropy of sections, and 3, 4, and 5-grams opcode frequencies.

2) The combined datasets include headers, imported DLLs, function calls, and entropy of sections feature sets, with and without the 3-gram feature set, after the preprocessing step, according to our research paper entitled "A Comprehensive Analysis Combining Structural Features for Detection of New Ransomware Families," from the Journal of Information Security and Applications.
Note: The preprocessing step primarily involved merging similar APIs, feature selection, and normalizing the features based on their maximum and minimum values, considering only the training data. Some features exclusively exist in the test data, with zero occurrences in the training samples. For accurate testing, it's advisable to exclude these features from the training set.

Family IDs:
Avaddon 1
Babuk 2
Blackmatter 3
Conti 4
Darkside 5
Dharma 6
Doppelpaymer 7
Exorcist 8
Gandcrab 9
Lockbit 10
Makop 11
Maze 12
Mountlocker 13
Nefilim 14
Netwalker 15
Phobos 16
Pysa 17
Ragnarok 18
RansomeXX 19
Revil 20
Ryuk 21
Stop 22
Thanos 23
Wastedlocker 24
Zeppelin 25

AvosLocker 26
BianLian 27
BlackBasta 28
BlackByte 29
BlackCat 30
BlueSky 31
Clop 32
Hive 33
HolyGhost 34
Karma 35
Lorenz 36
Maui 37
Night Sky 38
PlayCrypt 39
Quantum 40
DOI: 10.6084/m9.figshare.1007651.v1
title: Kayak image fusion sequence - Part II

description: Here we present Part II of the multimodal Kayak image dataset consisting of two image sequences showing three approaching kayaks in a cluttered maritime background. The scenario was registered in the 3-5 mm (mid-wave infrared), and 8-12 mm (long wave infrared or thermal) frequency bands and in the visual range. Because of the variation in distance the targets (kayaks) vary from dim point targets to easily distinguishable objects. This dataset can be used to develop and test mulisensor image fusion schemes and dim target detection algorithms.
DOI: 10.6084/m9.figshare.11962755.v1
title: Recurrent loss of abaA, a master regulator of asexual development in filamentous fungi, correlates with changes in genomic and morphological traits

description: GFF annotations for genomes mentioned in this manuscript.<br>
DOI: 10.6084/m9.figshare.19925945.v3
title: C1LinearOscFading02.zip

description: Sample data for dumped oscillator (fast oscillations)
DOI: 10.6084/m9.figshare.24154524.v1
title: Tensile and creep test data of reduced-activation ferritic steel F82H using small specimens and the standard specimen for comparison study

description: A reduced-activation ferritic/martensitic steel, F82H steel, is the primary candidate structural material for fusion reactor blanket[1]. Tensile and creep test data are essential for blanket design to limit acceptable stress and operation temperature. Especially for fusion materials development, small specimen test technique is required to conserve irradiation volume in high flux neutron field. The present paper reports preliminary results on small and standard size specimens as a summary of the Phase I activity of “Towards the Standardization of Small Specimen Test Techniques for Fusion Applications” under the framework of the International Atomic Energy Agency (IAEA) Coordinated Research Project (CRP-F13017).
DOI: 10.6084/m9.figshare.4924145.v1
title: Data_Environment and skin symptoms.xlsx

description: This epidemiological data presents 8643 dogs with their living conditions and phenotype characteristics. Data also includes information if the dog is suffering from skin symptoms and has a diagnosis of canine atopic dermatitis.
DOI: 10.6084/m9.figshare.830401.v1
title: Introductions to Bioinformatics

description: A collection of similar but different presentations I've made aimed at introducing bioinformatics to bench biologists.
DOI: 10.17632/rz3fr95t2s
title: NilLM_256_Loads

description: This dataset was acquired using the IN 9220 module from National Instruments. Two channels were utilized, with one monitoring the electrical voltage delivered to a set of equipment powered at a common coupling point, while the other channel monitored the electrical current delivered to the same set of equipment. The IN 9220 module was configured to acquire voltage and current samples at a rate of 99,960 samples per second for 10 seconds. The acquisition process was repeated for every possible combination of 8 electro-electronic devices, ranging from all devices turned off to all devices turned on, resulting in 256 loads. The voltage and current samples for each load are stored in CSV files with names following the pattern "L" followed by the load number. For example, L0.csv is the file containing voltage and current samples acquired for load 0, representing no devices turned on. Similarly, L255 is the file for load 255, representing all 8 devices turned on.
DOI: 10.6084/m9.figshare.13083980.v1
title: Metadata record for: A band-gap database for semiconducting inorganic materials calculated with hybrid functional

description: This dataset contains key characteristics about the data described in the Data Descriptor A band-gap database for semiconducting inorganic materials calculated with hybrid functional. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format <br> <br> <br>
DOI: 10.6084/m9.figshare.14273357.v1
title: ROR Data Dump 7.1 (March 2021)

description: ROR Data Dump 7.1 (March 2021) is an expanded version of ROR Data Dump 7.0 (December 2020), which is based on GRID release 38. <br>Data Dump 7.1 includes additional metadata from GRID that was not previously available in ROR. The new metadata now available as of Data Dump 7.1 includes relationships between organizations as well as expanded location data.<br>Data Dump 7.1 includes the same number of organizations as in Data Dump 7.0.
DOI: 10.6084/m9.figshare.24072228.v1
title: Wireless Intraoral Jaw Motion Tracker Performance Evaluation and Demonstration of Operation in Vitro and in Vivo

description: This dataset is a collection of .mat (MATLAB) files containing Cartesiant coordinates of points inside the field of a NdFeB permanent magnet and corresponding experimental magnetic field values. Data was collected using a sensor developed in Biomedical Engineering Institute, at Kaunas University of Technology.
DOI: 10.6084/m9.figshare.25912132.v1
title: Application of Mobile Laser Scanner to Augment Stationary Collected Point Clouds

description: Point clouds from Terrestial Laser Scanner and Mobile Laser Scanner.
DOI: 10.23645/epacomptox.5352997.v5
title: CPDat v4.0

description: The Chemical and Products Database (CPDat) is a collection of information about how thousands of chemicals are used in commerce. This information is sourced from publicly available documents; these data are subjected to initial and ongoing curation and quality assurance processes to ensure that information obtained from the public documents is correctly represented. CPDat contains information on the chemical ingredients of thousands of consumer, industrial, and occupational products (harmonized to standard product categories); the functional use of chemicals (harmonized to function categories based on the intergovernmental Organisation for Economic Co-operation and Development); and the broad use of thousands of chemicals (harmonized to general use index terms).CPDat can be explored via the ChemExpo Knowledgebase (https://comptox.epa.gov/chemexpo), downloaded in bulk from Figshare, or accessed via the Computational Toxicology and Exposure (CTX) APIs (https://www.epa.gov/comptox-tools/computational-toxicology-and-exposure-apis). Some summary data are available in the CompTox Chemicals Dashboard (https://comptox.epa.gov/dashboard). For more details about CPDat see Dionisio et al. 2018 (https://www.nature.com/articles/sdata2018125) and Handa et al. submitted. Detailed descriptions of the information contained within CPDat can be found in the glossary of ChemExpo’s User Guide (https://comptox.epa.gov/chemexpo/static/user_guide/glossary.html).Science Inventory, CCTE products: https://cfpub.epa.gov/si/si_public_search_results.cfm?advSearch=true&showCriteria=2&keyword=CCTE&TIMSType=&TIMSSubTypeID=&epaNumber=&ombCat=Any&dateBeginPublishedPresented=07/01/2017&dateEndPublishedPresented=&dateBeginUpdated=&dateEndUpdated=&DEID=&personName=&personID=&role=Any&journalName=&journalID=&publisherName=&publisherID=&sortBy=pubDate&count=25<br>
DOI: 10.6084/m9.figshare.12162477.v1
title: GTT-1-protein-027.dcd

description: Trajectories dataTrajectories of WW domain
DOI: 10.6084/m9.figshare.13250285.v1
title: The adult lifespan of the female honey bee (Apis mellifera): metabolic rate, AGE pigment and the effect of dietary fatty acids

description: Data set from our paper accepted in Mechanisms of Ageing and Development: MAD 111562<br><br>
DOI: 10.6084/m9.figshare.23618931.v1
title: A ~200-year relative sea-level reconstruction from the Wellington region (New Zealand) reveals insights into vertical land movement trends

description: Dataset associated with the manuscript: A ~200-year relative sea-level reconstruction from the Wellington region (New Zealand) reveals insights into vertical land movement trends. Submitted to Marine Geology. <br> pdf containing surface and down-core foraminiferal assemblage data relative to elevation and core depth from Pauatahanui salt marsh, Pb and Cs isotope data from core PauM1, transfer function outputs, and rPlum age model outputs.
DOI: 10.6084/m9.figshare.24522124.v2
title: <b>Dataset: Dynamics of tree stems and biomass in old-growth and secondary forests across gradients in liana dominance, elevation, and soil</b>

description: Lianas, or woody vines, are key components of many tropical forests that can have substantial impacts on the dynamics and functioning of these important ecosystems. Their competition with trees for resources — in particular light — can hamper the recovery of forests from disturbances. Yet, it is unclear how forest disturbance interacts with liana–tree ratio (LTR), topography, and soil properties, to shape tree dynamics and the trajectories of forest succession. Here, we use temporal data from Tanzania’s Kilombero Valley and Udzungwa Mountains to demonstrate how tree stem and biomass dynamics vary across secondary and old-growth forests with changes in liana dominance and environmental gradients. Greater tree recruitment and mortality in secondary forests compared to old-growth forests suggested rapid regeneration processes and faster turnover. Yet, there was no significant difference in annual tree number or biomass changes between secondary and old-growth forests. Our findings also showed that higher LTRs were positively associated with stem mortality but also with biomass growth of trees, indicating a nuanced ecological role of lianas in forest ecosystems, which warrants further investigation to fully understand the causal factors at play. Net changes in tree stem numbers and biomass of recruits significantly declined with elevation, implying climatic constraints on forest regeneration at higher elevations. Soil cation exchange capacity and organic carbon were found to significantly influence tree stem recruitment and net change in abundance, although their effects on biomass remained unclear. Overall, the findings indicate that the recovery from disturbance in terms of numbers and biomass of tree stems may be predictable along environmental gradients. These insights have the potential for developing strategies to identify when and where tropical forests may require restoration intervention.
DOI: 10.6084/m9.figshare.7504448.v2
title: Global Aridity Index and Potential Evapotranspiration (ET0) Climate Database v2

description: The Global Aridity Index (Global-Aridity_ET0) and Global Reference Evapotranspiration (Global-ET0) Version 2 dataset provides high-resolution (30 arc-seconds) global raster climate data for the 1970-2000 period, related to evapotranspiration processes and rainfall deficit for potential vegetative growth, based upon the implementation of a Penman Montieth Reference Evapotranspiration (ET0) equation. The Global-Aridity_ET0 and Global-ET0 datasets are provided for non-commercial use in standard GeoTiff format, at 30 arc seconds or ~ 1km at the equator.