cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/bxny8c7zvt.1
title: Dopamine D2 receptor within the intermediate region of the lateral septum modulate social hierarchy in male mice

description: This data sheets showed the raw data in our article which entitled “Dopamine D2 receptor within the intermediate region of the lateral septum modulate social hierarchy in male mice”. 
Sheets 1-5 show the data in Figure 1-5. Sheet 6 shows the data in Supplementary 1_Figure 2.
DOI: 10.17632/5mhxtv8pn2.2
title: PAP900

description: The PAP900 dataset centers on the semantic relationship between affective words in Portuguese. It contains 900 word pairs, each annotated by at least 30 human raters for both semantic similarity and semantic relatedness. In addition to the semantic ratings, the dataset includes the word categorization used to build the word pairs and detailed sociodemographic information about annotators, enabling the analysis of the influence of personal factors on the perception of semantic relationships. Furthermore, this article describes in detail the dataset construction process, from word selection to agreement metrics.
Data was collected from Portuguese university psychology students, who completed two rounds of questionnaires. In the first round annotators were asked to rate word pairs on either semantic similarity or relatedness. The second round switched the relation type for most annotators, with a small percentage being asked to repeat the same relation. The instructions given emphasized the differences between semantic relatedness and semantic similarity, and provided examples of expected ratings of both. 
There are few semantic relation datasets in Portuguese, and none focusing on affective words. PAP900 is distributed in distinct formats to be easy to use for both researchers just looking for the final averaged values and for researchers looking to take advantage of the individual ratings, the word categorization and the annotator data.
DOI: 10.17632/dd9hy74wsx.1
title: Secondary solid phase mixing in a circulating fluidized bed - part 2: density cases

description: Dataset consisting of transient Eulerian multiphase flow and mixing of a secondary, minor particle phase in a laboratory-scale circulating fluidized bed.
Data generation and related parameters are described in Nikku et al. (https://doi.org/10.1016/j.ces.2023.118503)

The data files are in different folders, depending on the material properties (cases correspond to those mentioned in the article, Table 2.). The case labeling is also described in the description file provided with the full dataset. The ASCII data files have the format of Ansys Fluent interpolate files (.ip) and they are given with 50 ms intervals (labeled in the filename) for the whole riser and the data files contain: 
x-coordinate, y-coordinate (vertical direction), z-coordinate, pressure, mp-1 (gas phase), mp-2 (bed material), mp-3 (secondary solid phase), x-velocity-1 (gas), y-velocity-1, z-velocity-1, x-velocity-2 (bed material), y-velocity-2, z-velocity-2, x-velocity-3 (secondary solid phase), y-velocity-3, z-velocity-3.
This second part of the data set contains the 10 transient cases (each) for 0.25, 0.625, 1.25, 1.875, 3.125 and 5.0 g/cm³ as well as 10 case averaged version.
DOI: 10.17632/jvcnngktk6.2
title: [Data S3] Microbiota dictate T cell clonal selection to augment graft-vs-host disease after stem cell transplantation

description: Data S3. 10x genomics sequencing data files for Figure 5. Matrix file "sample_filtered_feature_bc_matrix.h5" and V(D)J annotations "filtered_contig_annotations.csv" are included below. Accompanying code can be found at https://github.com/acyeh-lab/2023/tree/main/scseq.
DOI: 10.17632/cvnn9mb5b5.1
title: Secondary solid phase mixing in a circulating fluidized bed - part 4: velocity cases

description: Dataset consisting of transient Eulerian multiphase flow and mixing of a secondary, minor particle phase in a laboratory-scale circulating fluidized bed.
Data generation and related parameters are described in Nikku et al. (https://doi.org/10.1016/j.ces.2023.118503)

The data files are in different folders, depending on the material properties (cases correspond to those mentioned in the article, Table 2.). The case labeling is also described in the description file provided with the full dataset. The ASCII data files have the format of Ansys Fluent interpolate files (.ip) and they are given with 50 ms intervals (labeled in the filename) for the whole riser and the data files contain: 
x-coordinate, y-coordinate (vertical direction), z-coordinate, pressure, mp-1 (gas phase), mp-2 (bed material), mp-3 (secondary solid phase), x-velocity-1 (gas), y-velocity-1, z-velocity-1, x-velocity-2 (bed material), y-velocity-2, z-velocity-2, x-velocity-3 (secondary solid phase), y-velocity-3, z-velocity-3.
This fourth of the data set contains the 10 transient cases (each) for 0.16, 0.64, 2.0, and 5.0 m/s as well as 10 case averaged version.
DOI: 10.17632/x3tzxg38wj.3
title: 2D Data for Training Artificial Neural Networks in Measuring Depression Levels

description: This dataset focuses on optimizing input structures for Artificial Neural Networks (ANN) by arranging data in two-dimensional (2D) parameters. The approach involves collecting and organizing a combination of physical parameters (body temperature, heart rate, oxygen saturation, and sleep duration) and psychological parameters (Perceived Stress Scale) from individuals to create 2D data. These data serve as input for the ANN, which is trained to predict depression levels based on patterns detected in the data. By structuring the data in this manner, the model becomes more adaptive and effective in identifying the severity of depression, leading to improved accuracy in mental health assessments.
DOI: 10.17632/c8br5yzz4f.1
title: SODIP steps

description: Combining methods to conduct a systematic review and propose a conceptual and theoretical framework in socio-environmental research
DOI: 10.17632/v4zz2s3ffm.1
title: Musical Notes of Zirefkend and Kuçek Peaces Written in Mus2

description: The maqam analysis of a total of 22 works were published in an article published in Rast Musicology Journal. Notes in this dataset have been included to understand these analyses.
DOI: 10.17632/v4zz2s3ffm.2
title: Musical Notes of Zirefkend and Kuçek Pieces Written in Mus2

description: The maqam analysis of a total of 22 works were analysed in an article published in Rast Musicology Journal. Musical notes in this dataset have been storaged to understand these analyses.
DOI: 10.17632/wkcxdk27p2.1
title: LINF_350049600

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/mgrwd44jc2.1
title: LINF_350049000

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/4fr3my2dny.2
title: Greenpaths: D2.1. Set of enhanced indicators for assessing the social impacts of green transitions

description: The GreenPaths project addresses the complex and multi-dimensional nature of the just transition. Drawing on an enhanced understanding of key issues, challenges and trends resulting from an in-depth review and synthesis of the latest and most relevant research, the project will enable the development and adoption of more coherent and effective policy strategies and instruments, furthering their positive outcomes and reducing their negative impacts on environmental sustainability and social well-being in Europe and the world. The project pays particular attention to the European Green Deal, the Fit for 55 package, and the actions funded by the Just Transition Fund and the European Social Fund+.

The deliverable D2.1. "Set of enhanced indicators for assessing the social impacts of green transitions", consists in a collection of improved and refined indicators that can be used to evaluate the social effects of transitioning towards environmentally sustainable practices. These indicators are designed to capture a wider range of social impacts, such as employment, social protection, and equity, among others. They will contribute to the elaboration of a rigorous and comprehensive analytical framework (T2.4) for the implementation of a set of case studies (WP3). There are two types of indicators: those available indicators identified in reliable data repositories ('available indicators') and those indicators suggested as assessment mechanisms to be collected for the convenience of the GreenPaths project or any other similar project ('unavailable indicators').
 
The full list of contributors is the following: 

Syeda Aimen Abbas (USIEGEN); Thomas Kopp (USIEGEN) ; Marcos Fernández-Gutiérrez (UC); Ana Lara Gómez, (UC); Judith Clifton (UC); Daniel Diaz (UC); José María Zavala-Pérez (INTERMON) ; Daniel Chavez (TNI); Vedran Horvat (IPE)

www.greenpaths.info

Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the Agency. Neither the European Union nor the granting authority can be held responsible for them.

Contract No. 
101112305
DOI: 10.17632/vjkfxtxyh6.1
title: LINF_350049700

description: TAX-1
Leishmania infantum (strain JPCM5)
DOI: 10.17632/99hr4fn894.1
title: Dataset phagocytic and oxidative activity after treatment by CC-195 and cefazolin

description: Supplementary data to the manuscript by Bukeyeva et al. "Dataset on the phagocytic and oxidative capacity of monocytes and granulocytes in the combined therapy of S.aureus infection in mice". Here we are the assessment of phagocytic and oxidative activity of mouse peripheral blood monocytes and granulocytes is presented in the complex therapy of cefazolin and coordination compound СC-195. 
Bacterial pneumonia caused by the drug-resistant Staphylococcus aureus SCAID OTT1-2022 was treated for 5 days. The therapy was carried out both in a mono – a coordination compound CC-195 in a dosage of 10.0 mg/kg and a cefazolin antibiotic at a dosage of 25.0 mg/kg and also in combination CC-195 (10.0 mg/kg) + cefazolin (25.0 mg/kg). Blood samples were collected five days after treatment and five days after treatment was completed. This was done to evaluate how the immune system reacts to antibiotic discontinuation.
DOI: 10.17632/8js2gcjhmr.1
title: LINF_350050500

description: small heat shock protein | p23A
Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.zakzv7
title: Occurrence Download

description: A dataset containing 1231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (South Africa, Lesotho, Eswatini)",
 "TaxonKey is one of (Clanga pomarina (C.L.Brehm, 1831))",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 1231 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004381-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/xbj8dbc9gh.1
title: LINF_350050900

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/4xmg3pm735.1
title: LINF_350050400

description: small nuclear ribonucleoprotein Sm-F | SmF
Leishmania infantum (strain JPCM5)
DOI: 10.17632/8wdrjdt376.1
title: Multimodal communication development in semi-wild chimpanzees

description: This data represents communication behaviour in immature, semi-wild chimpanzees. We aimed to investigate the effects of age-related and contextual factors on the frequency of multimodal signal combinations, relative to unimodal facial expressions, gestures and vocalizations. The data shows that while unimodal signals are produced at a consistently higher frequency than multimodal combinations across all ages and contexts, the frequency of multimodal combinations increased significantly in older individuals and most within the play and aggression contexts, where the cost of signalling ambiguity may be higher. Furthermore, older individuals were more likely to produce a multimodal signal than a unimodal signal and again, there was a higher probability that a multimodal combination would be produced in in an aggressive context.
DOI: 10.17632/8wdrjdt376.2
title: Multimodal communication development in semi-wild chimpanzees

description: This data represents communication behaviour in immature, semi-wild chimpanzees. We aimed to investigate the effects of age-related and contextual factors on the frequency of multimodal signal combinations, relative to unimodal facial expressions, gestures and vocalizations. The data shows that while unimodal signals are produced at a consistently higher frequency than multimodal combinations across all ages and contexts, the frequency of multimodal combinations increased significantly in older individuals and most within the play and aggression contexts, where the cost of signalling ambiguity may be higher. Furthermore, older individuals were more likely to produce a multimodal signal than a unimodal signal and again, there was a higher probability that a multimodal combination would be produced in in an aggressive context.
DOI: 10.17632/2chc5kgx7y.1
title: Data for "Mild uncoupling of mitochondria synergistically enhances senolytic specificity and sensitivity of BH3 mimetics"

description: Original data for the main and supplementary figures for "Mild uncoupling of mitochondria synergistically enhances senolytic specificity and sensitivity of BH3 mimetics" by Fielder et al.
DOI: 10.17632/5p2d5h7mfn.1
title: Supplementary materials: Singularity Distance Computations for 3-RPR Manipulators Using Intrinsic Metrics

description: Supplementary materials are animations that correspond to Fig 4 of the paper titled " Singularity Distance Computations for 3-RPR Manipulators Using
Intrinsic Metrics". The generic finite solutions are obtained from the ab-initio phase. The nine considered interpretations of a 3-RPR manipulator as planar frameworks, which are arranged in a 3x3 matrix are shown in Fig .2 of the paper. The latter is symmetric with respect to the exchange of the platform and the base, which can be achieved by considering the inverse motion of the manipulator. The computational pipeline is given by Fig. 3 in the paper.
DOI: 10.17632/3pwckn63m9.2
title: Data and code for Joint Species Distribution Models unveil co-occurrences between freshwater mussels and their fish hosts

description: Aim: Techniques used for modelling species distributions often disregard the effect of biotic interactions, which can be a determinant factor, particularly for obligatory relationships such as the one between freshwater mussels (FM) and their fish hosts. FM are among the most threatened taxa in the world, partially due to the dependence on fish hosts, also highly threatened, to complete their life cycle. In this study, Joint Species Distribution Models (JSDMs) were applied to FM and fish hosts assemblages to uncover the drivers and patterns of their co-occurrences.

Location: Douro River Basin (Iberian Peninsula)

Taxon: Freshwater mussels and fish hosts

Methods: JSDMs were fitted to presence-absence records for FM and fish species assemblages and resulting matrices of pairwise species co-occurrences were used to identify co-occurrence patterns. A variance partitioning analysis among environmental variables and random effects was conducted to determine the drivers of species’ distributions and co-occurrences.

Results: Co-occurrences between FMs and the more important fish hosts were consistently captured by JSDMs. These co-occurrences were determined by the species’ shared response to the environmental characteristics, but also by biotic interactions. Overall, the environmental component determining the distribution of FM and their co-occurrence with fish hosts included variables related to climate (annual maximum temperature and annual average precipitation), topography (elevation and river order), and land use (cropland extent). The contribution of biotic interactions was particularly important for host-specialist mussel species.

Main conclusions: The findings of this study validate the use of JSDMs for identifying the primary and more important fish hosts for each FM species, as well as for understanding what factors drive their distributions. This can have substantial practical implications, as FM’ conservation often demands in situ and ex-situ measures, such as captive breeding, habitat restoration, and translocations, among others, that also need to consider adequate conditions for fish hosts. Furthermore, by finding similarities and differences between the ecological requirements of co-occurring species, conservation measures can be oriented towards communities instead of single species, bringing a more holistic perspective to the protection of biodiversity.
DOI: 10.17632/v9y6jvmk4b.1
title: LDHU3_13.1300

description: mt-SAF16; Leishmania donovani (HU3 strain)
DOI: 10.17632/x55y97csv4.1
title: LDHU3_13.1310

description: Dynein light chain; Leishmania donovani (HU3 strain)
DOI: 10.17632/d6dj25mnzk.1
title: LDHU3_13.1260

description: Alpha/beta hydrolase family protein; Leishmania donovani (HU3 strain)
DOI: 10.17632/dkmd224gbz.2
title: -

description: -
DOI: 10.17632/dkmd224gbz.1
title: Childhood Trauma and Dyadic Coping on Married Individuals in Indonesia

description: The questionnaires were distributed among 566 married individuals in Indonesia. This dataset contains data about childhood trauma and dyadic coping. Dyadic coping consist of nine dimensions including stress communicated by oneself (SCO), supportive dyadic coping by oneself (SDCO), delegated dyadic coping by oneself (DDCO), negative dyadic coping of oneself (NDCO), stress communication of the partner (SCP), supportive dyadic coping of the partner (SDCP), delegated dyadic coping of the partner (DDCP), negative dyadic coping by partner (NDCP), and common dyadic coping (CDC). The database provides valuable information about childhood trauma mapping distributions in Indonesia and can be used to find correlations between childhood trauma and dyadic coping in married individuals.
DOI: 10.17632/39cchzkmvg.1
title: LDHU3_13.1400

description: Protein with thiamin pyrophosphokinase substrate-binding domain; Leishmania donovani (HU3 strain)
DOI: 10.17632/8xxwtzcnw9.1
title: LDHU3_13.1390

description: 40S ribosomal protein S4 | eS4; Leishmania donovani (HU3 strain)
DOI: 10.17632/vwgxrjkhhm.3
title: Supplementary materials: Singularity Distance Computations for 3-RPR Manipulators Using Extrinsic Metrics

description: This .zip folder contains additional material for the paper titled "Singularity Distance Computations for 3-RPR Manipulators Using Extrinsic Metrics".
The animations that correspond to Fig . 9, Fig. 11, Fig. 13 Fig. 15 (Incircle radius performance index), Fig. 16, and Fig. 17 of the paper. The paper deals with finding the closest singular configuration along the 1-parametric motion of a 3-RPR manipulator using distance functions for different interpretations of the 3-RPR manipulator. Furthermore, in the paper the performance of existing kinematic pose independent performance indices are compared with the distance function in identifying the closest singular configuration. The computational procedure is based on homotopy continuation algorithms. Please see Fig. 8 for the flow chart for the computational procedure.
DOI: 10.17632/5p2d5h7mfn.2
title: Supplementary materials: Singularity Distance Computations for 3-RPR Manipulators Using Intrinsic Metrics

description: Supplementary materials are animations that correspond to Fig 4 of the paper titled " Singularity Distance Computations for 3-RPR Manipulators Using Intrinsic Metrics". The generic finite solutions are obtained from the ab-initio phase. The nine considered interpretations of a 3-RPR manipulator as planar frameworks, which are arranged in a 3x3 matrix are shown in Fig .2 of the paper. The latter is symmetric with respect to the exchange of the platform and the base, which can be achieved by considering the inverse motion of the manipulator. The computational pipeline is given by Fig. 3 in the paper.
DOI: 10.17632/t2bjs7k6h5.1
title: Raw numerical data of the figures

description: This file contains the numerical data of the figures presented in the manuscript.
DOI: 10.17632/wds85kt64j.1
title: Construction and Demolition Waste Object Detection Dataset (CODD)

description: The CODD dataset is a meticulously curated collection of images and annotations designed to facilitate the development and benchmarking of both bounding box and instance segmentation detection models for Construction and Demolition Waste (CDW) sorting. CODD features ten distinct CDW categories, including bricks, concrete, tiles, wood, pipes, plastics, general waste, foaming insulation, stones, and plaster boards. The dataset was carefully acquired from a recycling facility in Cyprus, capturing the diverse characteristics of CDW in their natural state. A total of 3,129 high-resolution images (1920 × 1200 × 3, RGB) containing 16,545 annotated samples make up this comprehensive resource. The dataset is divided into training, validation, and testing subsets, with the option for users to exercise discretion in the use of the validation set within their specific research framework. All annotations are provided in the standardized PASCAL VOC XML format, including both bounding box coordinates and polygon coordinates for precise object segmentation detection.
DOI: 10.17632/wds85kt64j.2
title: Construction and Demolition Waste Object Detection Dataset (CODD)

description: The CODD dataset is a meticulously curated collection of images and annotations designed to facilitate the development and benchmarking of both bounding box and instance segmentation detection models for Construction and Demolition Waste (CDW) sorting. CODD features ten distinct CDW categories, including bricks, concrete, tiles, wood, pipes, plastics, general waste, foaming insulation, stones, and plaster boards. The dataset was carefully acquired from a recycling facility in Cyprus, capturing the diverse characteristics of CDW in their natural state. A total of 3,129 high-resolution images (1920 × 1200 × 3, RGB) containing 16,545 annotated samples make up this comprehensive resource. The dataset is divided into training, validation, and testing subsets, with the option for users to exercise discretion in the use of the validation set within their specific research framework. All annotations are provided in the standardized PASCAL VOC XML format, including both bounding box coordinates and polygon coordinates for precise object segmentation detection.
DOI: 10.17632/wds85kt64j.3
title: Construction and Demolition Waste Object Detection Dataset (CODD)

description: The CODD dataset is a meticulously curated collection of images and annotations designed to facilitate the development and benchmarking of both bounding box and instance segmentation detection models for Construction and Demolition Waste (CDW) sorting. CODD features ten distinct CDW categories, including bricks, concrete, tiles, wood, pipes, plastics, general waste, foaming insulation, stones, and plaster boards. The dataset was carefully acquired from a recycling facility in Cyprus, capturing the diverse characteristics of CDW in their natural state. A total of 3,129 high-resolution images (1920 × 1200 × 3, RGB) containing 16,545 annotated samples make up this comprehensive resource. The dataset is divided into training, validation, and testing subsets, with the option for users to exercise discretion in the use of the validation set within their specific research framework. All annotations are provided in the standardized PASCAL VOC XML format, including both bounding box coordinates and polygon coordinates for precise object segmentation detection.
DOI: 10.17632/bp9434x8bk.1
title: intellectual capital in crisis time: the case of Russia"

description: The data pick up information about intellectual capital investments in Russian companies between 2004 and 2014.