cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27232593.v2
title: Confronting Forest-Dweller Local Ecological Knowledge and eDNA Measurements of Biodiversity

description: 1- In the face of global changes and the biodiversity crisis, Local Ecological Knowledge of Indigenous communities is increasingly valued for aligning conservation policies with the needs of local communities and enriching conservation strategies through the synergy of diverse knowledge systems.2-To assess whether conservation policies relying on biodiversity metrics integrate the interconnectedness between nature and Indigenous communities, we evaluated the congruence between standardised biodiversity measurements obtained through environmental eDNA (eDNA) and Indigenous Local Ecological Knowledge (LEK).3- We selected 19 sampling sites along the upper Oyapock River in French Guiana. We collected eDNA from the water to inventory fish and game species, and we conducted biodiversity perception surveys with anglers and hunters from the Wayãpi Indigenous group to collect LEK associated with each site.4- Across the studied area, Wayãpi LEK presented different pictures of biodiversity compared to standardised biodiversity assessments. This comparative analysis demonstrates that Wayãpi LEK not only reflects species distribution but also encompasses diverse place-based obligations and relationships.5- This underscores the need to integrate LEK into conservation policies to promote equitable and sustainable environmental decision-making. This can be achieved by encouraging participatory processes that incorporate diverse knowledge systems, enabling the identification of local conservation challenges and the determination of the most suitable compromises.
DOI: 10.17632/ps6245rd59
title: Raw dataset for PNAS (Itoh et al, 2024)

description: Raw dataset for the article in PNAS "Lack of evidence for direct ligand-gated ion channel activity of GluD receptors", by Masayuki Itoh, Laura Piotb, Laetitia Mony, Pierre Paoletti, and Michisuke Yuzaki.
DOI: 10.17632/zkjf9w93rr
title: Data for: Why (field) experiments on unethical behavior are important: Comparing stated and revealed behavior

description: Data for: Why (field) experiments on unethical behavior are important: Comparing stated and revealed behavior
DOI: 10.17632/3chp9y9bpr
title: “Arte como lenguaje” de Yuri Lotman

description: La traducción de El arte como lenguaje, del fundador de la escuela semiótica de Tartú Yuri Lotman contiene además un prólogo escrito por el traductor y dedicado a Renato Prada Oropeza.
DOI: 10.6084/m9.figshare.22126610.v1
title: ITPROJ REVIEW DATA

description: Systematic Review data-IT Project Management
DOI: 10.17632/26cgxd9pgz
title: Undulating Relativity + § 37 +§ 38

description: Undulating Relativity 
§ 37 Relativistic Transformations
§ 38 Hyperbolic average kinetic energy (Ec ) 
212Pg
DOI: 10.6084/m9.figshare.12238031.v1
title: Sequence statistic regarding quality-filtering of obtained sequences.

description: This table contains sequence statistics regarding quality-filtering of 16S rRNA gene amplicon sequences used in the data descriptor "Soil bacterial community structures in relation to different oil palm management practices".
DOI: 10.6084/m9.figshare.29098778.v1
title: R10 flow cells ONT data

description: The provided data is a test data to test and run the ontmeth-pipeline.
DOI: 10.6084/m9.figshare.9755462.v1
title: jdft2d

description: <pre>Matbench v0.1 test dataset for predicting exfoliation energies from crystal structure (computed with the OptB88vdW and TBmBJ functionals). Adapted from the JARVIS DFT database.</pre>
DOI: 10.17632/dvb5mnhfc4
title: Shandong Provincial Hospital Database (SPHDB)

description: The SPHDB comprises 24-hour wearable ECG recordings from 250 patients, all diagnosed with paroxysmal AF. The minimum age of the patients was 42 years and the maximum age was 90 years, with a male to female ratio of approximately 1:1. The sampling frequency is 200 Hz. Each record's heartbeats are annotated by clinical experts as either AF or non-AF. This protocol was approved by the Ethics Committee of Shandong Provincial Hospital.
DOI: 10.6084/m9.figshare.20444397.v2
title: Diabetes Datasets-ShanghaiT1DM and ShanghaiT2DM

description: These two datasets from Type 1 Diabetes and Type 2 Diabetes patients in Shanghai, China.
DOI: 10.6084/m9.figshare.21432722.v1
title: Metadata and references from A machine learning approach for the discrimination of theropod and ornithischian dinosaur tracks

description: Metadata of all data examples in csv format, and list of cited references
DOI: 10.6084/m9.figshare.21995738.v3
title: Genome analysis of Heracleum sosnowskyi and other Apiaceae

description: This dataset consists of three parts: 1) The nuclear genome of <em>Heracleum sosnowskyi</em>. 2) Annotations of the nuclear genomes of <em>Heracleum sosnowskyi</em>, <em>Coriandrum sativum</em>, <em>Apium graveolens</em> and <em>Daucus carota</em>. 3) Scripts that were used in the analysis of these genomes.
DOI: 10.17632/37zb67r2xt
title: Reflectance confocal microscopy terminology for non-melanocytic skin lesions: A Delphi consensus of experts

description: Supplementary material for the JAAD manuscript "JAAD-D-25-00502R1 Reflectance confocal microscopy terminology for non-melanocytic skin lesions: A Delphi consensus of experts"
DOI: 10.17632/3t3dk43bv9
title: Tile Damage Detection

description: Our dataset comprises 5080 images, categorized into three folders: "train," "valid," and "test." All of these images were captured by contributors in Portugal, showcasing damages on tiles that cover historical buildings in the country. This dataset was compiled in 2023 and is intended for the purpose of detecting damages, such as cracks, craters, tile lacunae, and glaze detachment, using the YOLOv7 model.
DOI: 10.17632/pptsj7kkk8
title: Dataset for Five Recent Years ( 2019 – 2023) Agarwood Essential Oil Research Trends: A Bibliometric Analysis

description: The compilation of raw data entailed consolidating outcomes from analogous searches conducted on both the Scopus and Web of Science databases. Merging and deduplication processes were facilitated using Bibliometrix software and Excel. Adhering to the Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) protocol, which includes stages such as identification, screening, eligibility and inclusion, and the application of inclusion and exclusion criteria, articles underwent sorting via keyword reviews, abstract assessments, and, if necessary, a full article examination. A total of 249 eligible documents resulted from this process, paving the way for subsequent bibliometric analysis.
DOI: 10.6084/m9.figshare.5114014.v1
title: Supplementary Material for: Low-Density Neuronal Cultures from Human Induced Pluripotent Stem Cells

description: Induced pluripotent stem cell (iPSC)-based technologies offer an unprecedented possibility to investigate defects occurring during neuronal differentiation in neuropsychiatric and neurodevelopmental disorders, but the density and intricacy of intercellular connections in neuronal cultures challenge currently available analytic methods. Low-density neuronal cultures facilitate the morphometric and functional analysis of neurons. We describe a differentiation protocol to generate low-density neuronal cultures (∼2,500 neurons/cm<sup>2</sup>) from human iPSC-derived neural stem cells/early neural progenitor cells. We generated low-density cultures using cells from 3 individuals. We also evaluated the morphometric features of neurons derived from 2 of these individuals, one harboring a microdeletion on chromosome 15q11.2 and the other without the microdeletion. An approximately 7.5-fold increase in the density of dendritic filopodia was observed in the neurons with the microdeletion, consistent with previous reports. Low-density neuronal cultures enable facile and unbiased comparisons of iPSC-derived neurons from different individuals or clones.
DOI: 10.6084/m9.figshare.6783515.v1
title: V2 Datasets Seurat Objects

description: E12_v2_exocrine_seur_ob - E12.5 V2 Dataset. Only exocrine cells. Grouped by "merged" in @meta.data slot. Corresponds to Supplementary Fig. 5d <br><br>E14_v2_exocrine_seur_ob - E14.5 V2 Dataset. Only exocrine cells. Grouped by "merged" in @meta.data slot. Corresponds to Supplementary Fig. 5d <br><br>E17_v2_agg_exocrine_seur_ob - E17.5 aggregated V2 Dataset. Only exocrine cells. Grouped by "merged" in @meta.data slot. Corresponds to Supplementary Fig. 5d <br><br>E12_v2_endocrine_seur_ob - E12.5 V2 Dataset. Only endocrine cells. Grouped by "merged" in @meta.data slot. Corresponds to Supplementary Fig. 5e <br><br>E14_v2_endocrine_seur_ob - E14.5 V2 Dataset. Only endocrine cells. Grouped by "merged" in @meta.data slot. Corresponds to Supplementary Fig. 5e <br><br>E17_v2_agg_endocrine_seur_ob - E17.5 aggregated V2 Dataset. Only endocrine cells. Grouped by "merged" in @meta.data slot. Corresponds to Supplementary Fig. 5e <br><br>merged_v2_endocrine_seur_ob. - E12.5, E14.5, E17.5 (aggregated) V2 Dataset. Only endocrine cells. Grouped by "merged" in @meta.data slot. Corresponds to Fig. 5h. Generated by CCA_aligment_v2.R and CCA_merging_v2.R scripts. <br><br>E14_fev_lineage_endocrine_seur_ob. - E14.5 Fev-Cre;mTmG lineage traced V2 Dataset. Only endocrine cells. Grouped by "res.1.4" in @meta.data slot. Corresponds to Fig. 6h. "GFP" and "GFP_Bi" in @meta.data refer to GFP counts and binary "yes" or "no" for cells with &gt;0 GFP counts.<br>
DOI: 10.6084/m9.figshare.7756823.v3
title: Bayesian Probabilistic Numerical Methods in Time-Dependent State Estimation for Industrial Hydrocyclone Equipment

description: The use of high-power industrial equipment, such as large-scale mixing equipment or a hydrocyclone for separation of particles in liquid suspension, demands careful monitoring to ensure correct operation. The fundamental task of state-estimation for the liquid suspension can be posed as a time-evolving inverse problem and solved with Bayesian statistical methods. In this article, we extend Bayesian methods to incorporate statistical models for the error that is incurred in the numerical solution of the physical governing equations. This enables full uncertainty quantification within a principled computation-precision trade-off, in contrast to the over-confident inferences that are obtained when all sources of numerical error are ignored. The method is cast within a sequential Monte Carlo framework and an optimized implementation is provided in Python.
DOI: 10.6084/m9.figshare.13017206.v1
title: Tumor cell confluence over time

description: These are the longitudinal tumor cell confluences of BT-474 and MDA-MB-231 breast cancer cells, L for live cells and D for dead cells. The size of the 1st dimension is 12, corresponding to low, intermediate, and high initial confluence, with 4 replicas for each. The size of the second dimension is 10, corresponding to the 10 different glucose levels from 0 to 10 mM. The 3rd dimension corresponds to the time, where the interval is 3 hours.
DOI: 10.6084/m9.figshare.1491414.v1
title: Long Fusion Correction of Degenerative Adult Spinal Deformity and the Decision between the Upper versus Lower Thoracic Region as the Site of Proximal Instrumentation

description: The raw data of Long Fusion Correction of Degenerative Adult Spinal Deformity and the Decision between the Upper versus Lower Thoracic Region as the Site of Proximal Instrumentation: A Systematic Review and Meta-Analysis
DOI: 10.6084/m9.figshare.25204934.v1
title: Potential of Reproductive Traits in Functional Ecology: A Quantitative Comparison of Variability in Floral, Fruit, and Leaf Traits

description: Functional diversity is one of the crucial biodiversity dimensions, reflecting species adaptations to the environment. Despite their claimed low variability, reproductive traits are less frequently used in functional ecology. Here we focused on underrepresented plant organs, i.e. flowers and fruits, by comparing their traits with well-established leaf traits. We evaluated sixteen functional traits (six floral, six fruit, and four leaf traits) in a randomly selected group of woody species under comparable environmental conditions. We aimed to assess interspecific and intraspecimen variability and explore the potential of the proposed flower and fruit traits for ecological research. Traits related to the dry mass of flowers and fruits exhibited the highest interspecific variability, while carbon content traits in flowers and leaves had the lowest. At a specimen level, specific leaf area revealed the highest variation. Carbon content traits for all organs demonstrated the least intraspecimen variability, with flower carbon content being the least variable. Our study revealed connections between the newly proposed traits and widely recognized functional traits, uncovering intriguing links between the established traits and the floral and fruit traits upon which we focused. This complements the already well-recognized variability in plant form and function with additional insights into reproductive processes.
DOI: 10.17632/2jbff627n2
title: The effect of parent-child attachment on adolescents' belief in a just world

description: data(long format): Long format of data.
description: A relevant description of the data(long format).
DOI: 10.6084/m9.figshare.7451351.v5
title: Graphs of materials project

description: This file contains the graph representation of structures in the Materials Project (www.materialsproject.org) and target properties, including formation energy per atom, band gap, and for a subset of 5830 structures, the shear moduli G_{VRH} and bulk moduli K_{VRH}. <br><br>This data is part of the our paper "Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals". <br><br>Change log:<br>v5. Minor change of filenamev4. Add dummy state variables.v3. For the graph dictionaries, we modify the "node" key to "atom" and "distance" key to "bond" to match the latest MEGNet API. v2. Minor change of descriptionv1. Initial upload<br><br><br><br>
DOI: 10.6084/m9.figshare.8001452.v1
title: File S4 - Microarray ANCOVA Data.7z

description: RUV adjusted expression values and analyses.<br>
DOI: 10.6084/m9.figshare.1569845.v2
title: Syntheses, Crystal Structure, Characterization, and Properties of Two Novel Superamolecular Phosphotungstate-Pyridine Complexes

description: Two new inorganic-organic compounds constructed from phosphotungstate and pyridines have been synthesized under hydrothermal conditions. The formulas of the two compounds are (C<sub>5</sub>H<sub>7</sub>N<sub>2</sub>)<sub>3</sub>(C<sub>5</sub>H<sub>6</sub>N<sub>2</sub>)<sub>3</sub>(PW<sub>12</sub>O<sub>40</sub>)·2H<sub>2</sub>O (<b>1</b>) and (C<sub>6</sub>H<sub>8</sub>N)<sub>3</sub>(C<sub>6</sub>H<sub>7</sub>N)(PW<sub>12</sub>O<sub>40</sub>)·9H<sub>2</sub>O (<b>2</b>). They have been characterized by IR, UV-vis, TG-DTA, FL, CV, and single-crystal X-ray diffraction. The two compounds both show three-dimensional networks. These compounds exhibit good catalytic activity for catalytic oxidation of methanol over a continuous-flow fixed-bed microreactor, when the initial concentration of methanol is 5.37 g⋅m<sup>−3</sup>, and flow rate is 4.51 mL⋅min<sup>−1</sup>. 0.2 g compound <b>1</b> (or compound <b>2)</b> as the catalyst can eliminate methanol completely at 150°C (175°C for compound <b>2</b>).
DOI: 10.6084/m9.figshare.28139519.v1
title: NPP 驱动因素的因果系数和相对系数

description: NPP 与驾驶员之间的探索者关系
DOI: 10.6084/m9.figshare.28874531.v1
title: Master_label.xlsx

description: Phd Data and master level
DOI: 10.6084/m9.figshare.9810719.v2
title: A high-throughput drug combination screen of targeted small molecule inhibitors in cancer cell lines - supplementary table, code, data

description: Raw and processed data accompanying the Nature Scientific Data article titled "A high-throughput drug combination screen of targeted small molecule inhibitors in cancer cell lines"
DOI: 10.6084/m9.figshare.11589597.v1
title: training set and test set

description: s3-1_x_training_set.csv- separator: tab<br>- CID, mol_path (skeleton), fragment_cluster, fragment_cluster_smiles<br>s3-2_x_train_mol_sentence.csv- separator: space- fragment_cluster_smiles<br>s3-3_x_test_set.csv- separator: tab<br>- CID, mol_path (skeleton), fragment_cluster, fragment_cluster_smiles<br>s3-4_x_test_mol_sentence.csv- separator: space- fragment_cluster_smiles<br><br><br>
DOI: 10.6084/m9.figshare.28398170.v1
title: A highly stable monomeric red fluorescent protein for advanced microscopy

description: The stability of fluorescent proteins (FPs) is critical for imaging techniques such as live-cell imaging, super-resolution microscopy, and correlative light and electron microscopy (CLEM). While stable green and yellow FPs are available, stable monomeric red fluorescent proteins (RFPs) remain limited. Here, we developed an extremely stable monomeric RFP named mScarlet3-H and determined its structure at 1.5 Å resolution. mScarlet3-H exhibits remarkable resistance to high temperature, chaotropic conditions, and oxidative environments, enabling efficient CLEM imaging and rapid (less than 1 day) whole-organ tissue clearing. Additionally, its high photostability allows long-term 3D structured illumination microscopy (SIM) imaging of mitochondrial dynamics with minimal photobleaching. It also facilitates dual-color live-cell stimulated emission depletion (STED) microscopy with a high signal-to-noise ratio and strong specificity. Systematic benchmarking against high-performing RFPs established mScarlet3-H as a highly stable RFP for multi-modality microscopy in cell cultures and model organisms, complementing green FPs for multiplexed imaging in zebrafish, mice, and Nicotiana benthamiana.
DOI: 10.6084/m9.figshare.7046042.v1
title: Allelopathic Potential of Lavender’s Extract and Coumarin Applied as Pre-Plant Incorporated Into Soil Under Agronomic Conditions

description: ABSTRACT: This study aimed to further explore that if coumarin and lavender’s extract, similar to greenhouse conditions, are phytotoxic towards some plant species under agronomic conditions. Before planting of maize, coumarin at 0, 250, 500, 1,000, 2,000, and 4,000 g h-1 and lavender’s aqueous extract at 0, 1,000, 2,000, 4,000, 8,000, and 16,000 mL h-1 were applied and incorporated into soil at a 3-5 cm depth. The density and biomass of weeds was significantly reduced by applying both compounds. The inhibition ability was also rate-dependent. Although the density and biomass of maize was also decreased at high rates, this crop showed higher tolerant to both compounds that all weeds.
DOI: 10.1184/r1/12683453.v1
title: Data Collected with Package Delivery Quadcopter Drone

description: This experiment was performed in order to empirically measure the energy use of small, electric Unmanned Aerial Vehicles (UAVs). We autonomously direct a DJI ® Matrice 100 (M100) drone to take off, carry a range of payload weights on a triangular flight pattern, and land. Between flights, we varied specified parameters through a set of discrete options, payload of 0 , 250 g and 500 g; altitude during cruise of 25 m, 50 m, 75 m and 100 m; and speed during cruise of 4 m/s, 6 m/s, 8 m/s, 10 m/s and 12 m/s. We simultaneously collect data from a broad array of on-board sensors. The onboard sensors used to collect these data are* Wind sensor: FT Technologies FT205 UAV-mountable, pre-calibrated ultrasonic wind sensor with accuracy of ± 0.1 m/s and refresh rate of 10 Hz.;* Position: 3DM-GX5-45 GNSS/INS sensor pack. These sensors use a built-in Kalman filtering system to fuse the GPS and IMU data. The sensor has a maximum output rate of 10Hz with accuracy of ± 2 m$ RMS horizontal, ± 5 m$ RMS vertical.* Current and Voltage: Mauch Electronics PL-200 sensor. This sensor can record currents up to 200 A and voltages up to 33 V. Analogue readings from the sensor were converted into a digital format using an 8 channel 17 bit analogue-to-digital converter (ADC).Data syncing and recording was handled using the Robot Operating System (ROS) running on a low-power Raspberry Pi Zero W. Data was recorded on the Raspberry Pi's microSD card. The data provided by each sensor were synchronized to a frequency of approximately 5Hz using the ApproximateTime message filter policy of Robot Operating System (ROS). The number of flights performed varying operational parameters (payload, altitude, speed) was 196. In addition, 13 recordings were done to assess the drone’s ancillary power and hover conditions.
DOI: 10.17632/59xmrb6y3z
title: Partial alopecia area retains bulge hair follicle progenitor cells in Indian androgenetic alopecia patients

description: Supplementary figures and tables for manuscript submitted to JAAD: Partial alopecia area retains bulge hair follicle progenitor cells in Indian androgenetic alopecia patients Akshay Hegde1,2*, Dyuti Saha1,3*, Savitha Somaiah4, Colin Jamora1 1. IFOM-inStem Joint Research Laboratory, Centre for Inflammation and Tissue Homeostasis, Institute for Stem Cell Science and Regenerative Medicine, Bangalore, Karnataka, India 2. School of Chemical and Biotechnology (SCBT), Shanmugha Arts, Science, Technology and Research Academy (SASTRA), deemed to be University, Thanjavur 613401, Tamil Nadu, India 3. Department of Biology, Manipal Academy of Higher Education, Manipal, India. 4. Sapthagiri Institute of Medical Sciences and Research Centre, Bangalore, India * Equal first authors.
DOI: 10.17632/j6yk5vhjcd
title: Systematic Environmental Remediation Life Cycle Inventory Dataset for Soil, Groundwater and Sediment

description: The finalized dataset includes 46 data sources, 200 processes, and 1490 flows in the field of soil, groundwater, and sediment remediation and risk management control, covering more than 40 remediation technologies employed for contaminated soil, groundwater and sediment. This dataset has been formatted using the ILCD, allowing for direct import into commonly used life cycle assessment software such as OpenLCA.
DOI: 10.6084/m9.figshare.12589025.v2
title: Demographic factors, Attitude and knowledge of persons with special needs towards COVID-19 in Nigeria: Implications for counseling and social policy

description: <br>Demographic factors, attitude and knowledge of persons with special needs towards COVID-19 in Nigeria .<br>(CSV) Underlying dataset in CSV format<br>Keywords: Demographic factors, Attitude, Knowledge, Persons with special needs, COVID-19, Counselling and social policy
DOI: 10.6084/m9.figshare.24882120.v1
title: FGAZRS.zip

description: The hydrological data from a 10 year observation program at the Fowlers Gap Arid Zone Research Station is included. Includes 10 s data for rainfall at 17 stations in a 400 km<sup>2 </sup>area, stage height data at a sub-catchment, 15 min rainfalll and barometric data from a climate station and daily rainfall since 1970.<br>
DOI: 10.6084/m9.figshare.27794106.v2
title: <b>肉桂醛对耐药性发挥抗菌作用</b><b><i>副猪格莱塞菌</i></b><b> by targeting the histidine kinase QseC and biofilm</b>

description: <i>Glaesserella parasuis</i> （<i>G. parasuis</i>） 是引起 Glaesser 病的最重要猪病原体之一，QseBC 双组分系统 （TCS） 是维持<i>副猪格</i>。在这里，我们根据初步的抗菌药敏试验进一步研究了药用食品同源化合物肉桂醛 （CAL） 对<i>副猪毛霉</i>和潜在机制。结果表明，基于<i>G. parasuis 副猪蚜</i>和细胞活力受损基于 生物膜生物量 评估、共聚焦激光扫描显微镜 （CLSM） 测定、 扫描电子显微镜 （SEM） 观察、电导率和细胞内铁测定.特别是，CAL 抑制 G 的 QseBC TCS<i>G</i>。<i> 通过</i>定量逆转录聚合酶链反应 （qRT-PCR） 下调 QseBC 相关基因并淬灭 QseC 蛋白，分子对接和荧光猝灭测定。此外，我们使用雌性 BALB/C 小鼠进行<i>体内</i>测试，证明 CAL 对<i>副猪 G.</i>感染的小鼠表现出显着的杀菌和抗炎活性。这些发现突出了 多方面杀菌特性 CAL 对耐药<i>性副猪 G. 的</i>，特别是<i> </i>通过靶向 QseC 受体。因此，CAL 可能作为 QseC 抑制剂在临床环境中控制和治疗<i>副猪格鲁吉</i>病毒感染。
DOI: 10.6084/m9.figshare.28604492.v1
title: <b>Mountain glaciers regulate the response of Tibetan Plateau dust activity to global climate change during the last glacial</b>

description: It contains color, magnetic susceptibility, and grain size data from a 4.8-m loess section in Yarlung Tsangpo River Basin.