cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/gg7x-n554
title: Data-Driven LightGBM Controller for Robotic Manipulator

description: This dataset contains simulation data of the LightGBM controller for robotic manipulator. The data were generated using a closed-loop system of spacecraft attitude dynamics under an exact feedback linearization-based controller. The LightGBM controller was designed using supervised machine learning methodologies, and the training and testing datasets were generated from the input-output data of the closed-loop system. This dataset contains the results of simulations conducted to train a LightGBM controller for robotic manipulator using different data sizes ranging from 2,525 to 1,080,900 data points. The simulations were performed to demonstrate the importance of data size in training the LightGBM controller. The dataset can be used to analyze the performance of the LightGBM controller under various data sizes and to explore the relationship between data size and controller performance.
DOI: 10.60619/bb4g-z822
title: Frequency, tuning, Q0, C, V and QVVCC plots
DOI: 10.5281/zenodo.10212838
title: Minecraft Icons
DOI: 10.5281/zenodo.10212839
title: Minecraft Icons
DOI: 10.20394/7pdenfhy
title: Energy Performance Certificate UPRN Lookup

description: This dataset is one of the outputs from an Ordnance Survey funded project to link Unique Property Reference Number in OS AddressBased Plus to DLUHC’s EPC data and to Land Registry’s Price Paid Data Set. The linkage to the EPC data had a 96% match rate. The linkage was designed to allow comparison with DLUHCs own linkage (93% match rate), and to allow for comparison and identification of barriers and issues to accurate matching. The data set has three fields: the EPC unique identifier; the UPRN; and the Unique Street Reference Number (USRN). ##Access and Restrictions## Open data available under [Open Government Licence](https://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/ "Title") ##Access to the Data## To request access to Energy Performance Certificate UPRN Lookup data, please get in touch using the [UBDC Data Application Form](https://www.ubdc.ac.uk/data-services/data-services/access-our-services/ "Title")
DOI: 10.6084/m9.figshare.24648141
title: Assessments of the environmental performance ofglobal companies need to account for company size: supplementary data

description: Enclosed here are all the data generated for the publication: Assessments of the environmental performance of global companies need to account for company size. Rossana Mastrandrea, Rob ter Burg, Yuli Shan, Klaus Hubacek & Franco Ruzzenenti.The included files provide data on the beta and gamma (slope and intercept) for both univariate and multivariate regressions, for every sector/industry, for all the 4 impact indicators and all the 4 size categories. We also included basic statistics for all impact indicators and size variables (correlation, R2 and p-values).
DOI: 10.6084/m9.figshare.24637953
title: <b>Antecedents and outcomes of masstige value: A multidimensional approach</b>

description: The purpose of this study is to explore and discuss the concept of masstige. The authors present taxonomy of the main antecedents and outcomes of masstige value and empirically assess our model. A survey design using cross-sectional primary data from 500 Pakistani Titan wristwatch consumers was used. Hypotheses related to antecedents and outcomes of masstige value were tested by means of structural equation modeling. Findings show that masstige value is triggered by five antecedents (intrinsic motivation, extrinsic motivation, social motivation, actual self-concept, ideal self-concept) and leads to five behavioral outcomes (cognitive attitude, affective attitude, conative attitude, attitudinal loyalty, behavioral loyalty). This paper explores and outlines theoretically and empirically the antecedents and outcomes of masstige value. It also provides a useful taxonomy of masstige value.
DOI: 10.6084/m9.figshare.24637953.v1
title: <b>Antecedents and outcomes of masstige value: A multidimensional approach</b>

description: The purpose of this study is to explore and discuss the concept of masstige. The authors present taxonomy of the main antecedents and outcomes of masstige value and empirically assess our model. A survey design using cross-sectional primary data from 500 Pakistani Titan wristwatch consumers was used. Hypotheses related to antecedents and outcomes of masstige value were tested by means of structural equation modeling. Findings show that masstige value is triggered by five antecedents (intrinsic motivation, extrinsic motivation, social motivation, actual self-concept, ideal self-concept) and leads to five behavioral outcomes (cognitive attitude, affective attitude, conative attitude, attitudinal loyalty, behavioral loyalty). This paper explores and outlines theoretically and empirically the antecedents and outcomes of masstige value. It also provides a useful taxonomy of masstige value.
DOI: 10.6084/m9.figshare.24648150
title: PlantSR Dataset

description: PlantSR dataset. 830 images of plant for training, 200 images of plant for testing.
DOI: 10.5281/zenodo.10212848
title: Boosting the therapeutic potential of cell secretome against osteoarthritis: comparison of cytokine-based priming strategies

description: Dataset of the scientific publication "Boosting the therapeutic potential of cell secretome against osteoarthritis: comparison of cytokine-based priming strategies"
DOI: 10.5281/zenodo.10212849
title: Boosting the therapeutic potential of cell secretome against osteoarthritis: comparison of cytokine-based priming strategies

description: Dataset of the scientific publication "Boosting the therapeutic potential of cell secretome against osteoarthritis: comparison of cytokine-based priming strategies"
DOI: 10.5281/zenodo.10212949
title: «FORENSICS: SCIENCE AND INNOVATION»
DOI: 10.5281/zenodo.10212948
title: «FORENSICS: SCIENCE AND INNOVATION»
DOI: 10.6084/m9.figshare.24619461
title: Supplementary Material for: Recurrent, tumor mutation burden-high, cutaneous angiosarcoma of the scalp treated with pembrolizumab.

description: Introduction: Chemoradiotherapy with taxanes is well-recognized as a first-line therapy for cutaneous angiosarcoma (CAS), but second-line therapy for CAS is still controversial. Case Presentation: In this report, we described a 75-year-old Japanese case of recurrent, tumor mutation burden-high CAS on the scalp treated with pembrolizumab. Our present case survived for one year despite of taxane refractory CAS with mediastinal lymph node metastasis, though the administration of anti-PD-1 Abs alone could not fully suppress the tumor progression of CAS. Conclusion: Since various factors such as pro-angiogenic molecules are corelated with the tumor progression in CAS, the administration of anti-PD-1 Abs alone could not fully suppress the tumor progression of CAS. Further novel anticancer drugs are needed in the future for the treatment of CAS.
DOI: 10.6084/m9.figshare.24619461.v1
title: Supplementary Material for: Recurrent, tumor mutation burden-high, cutaneous angiosarcoma of the scalp treated with pembrolizumab.

description: Introduction: Chemoradiotherapy with taxanes is well-recognized as a first-line therapy for cutaneous angiosarcoma (CAS), but second-line therapy for CAS is still controversial. Case Presentation: In this report, we described a 75-year-old Japanese case of recurrent, tumor mutation burden-high CAS on the scalp treated with pembrolizumab. Our present case survived for one year despite of taxane refractory CAS with mediastinal lymph node metastasis, though the administration of anti-PD-1 Abs alone could not fully suppress the tumor progression of CAS. Conclusion: Since various factors such as pro-angiogenic molecules are corelated with the tumor progression in CAS, the administration of anti-PD-1 Abs alone could not fully suppress the tumor progression of CAS. Further novel anticancer drugs are needed in the future for the treatment of CAS.
DOI: 10.5281/zenodo.10212958
title: CONCEPT AND CONCEPTOLOGY AS AN INTEGRAL PART OF COGNITIVE LINGUISTICS
DOI: 10.5281/zenodo.10212957
title: CONCEPT AND CONCEPTOLOGY AS AN INTEGRAL PART OF COGNITIVE LINGUISTICS
DOI: 10.6084/m9.figshare.24540925
title: Supplementary Material for: Sitagliptin Extends Lifespan of Caenorhabditis elegans by Inhibiting IIS and Activating DR-like Signaling Pathways

description: Introduction: The discovery of longevity molecules that delay aging and prolong lifespan has always been a dream of humanity. Sitagliptin phosphate (SIT), an oral dipeptidyl peptidase-4 (DPP-4) inhibitor, is an oral drug commonly used in the treatment of type 2 diabetes (T2D). In addition to being anti-diabetic, previous studies have reported that SIT has shown potential to improve health. However, whether SIT plays a role in the amelioration of aging and the underlying molecular mechanism remain undetermined. Methods: Caenorhabditis elegans (C. elegans) was used as a model of aging. Lifespan assays were performed with adult-stage worms on NGM plates containing FUDR with or without the specific concentration of SIT. The period of fast body movement, body bending rates and pharyngeal pumping rates were recorded to assess the health-span of C. elegans. Gene expression was confirmed by GFP fluorescence signal of transgenic worms and qPCR. In addition, the intracellular ROS levels were measured using a free radical sensor H2DCF-DA. Results: We found that SIT significantly extended lifespan and health-span of C. elegans. Mechanistically, we found that several age-related pathways and genes were involved in SIT-induced lifespan extension. The transcription factors DAF-16/FOXO, SKN-1/NRF2 and HSF-1 played important roles in SIT-induced longevity. Moreover, our findings illustrated that SIT induced survival benefits by inhibiting the insulin/insulin-like signaling (IIS) pathway and activating the dietary restriction (DR)-related and mitochondrial function-related signaling pathways. Conclusion: Our work may provide a theoretical basis for the development of anti-T2D drugs as anti-aging drugs, especially for the treatment of age-related disease in diabetic patients.
DOI: 10.5281/zenodo.8215005
title: Global Violent Deaths (GVD) database 2004-2021, 2023 update, version 1.0

description: The Global Violent Deaths (GVD) database integrates indicators on the major causes of lethal interpersonal and communal violence—intentional and unintentional homicides, killings in legal interventions, and direct conflict deaths—and combines them in a single violent deaths indicator. These indicators are also reported in a disaggregated format by the sex of the victim and perpetration mechanism, namely firearm killings. The GVD database tracks this information across 222 countries and territories worldwide yearly from 2004 and reports both crude counts and rates per 100,000 population. The input data is retrieved from reliable sources, such as governments, national and international organizations, trusted non-governmental organizations, and verified media outlets. Missing data points are estimated using the methods described in this document.


The GVD database is updated annually by the Small Arms Survey, an associated programme of the Geneva Graduate Institute, which strengthens the capacity of governments and practitioners to reduce illicit arms flows and armed violence. This is done through three mutually reinforcing activities: the generation of policy-relevant knowledge, the development of authoritative resources and tools, and the provision of training and other services. The GVD database benefits from financial support from governments and organizations, and notably its core donors, who are publicly disclosed online. The Small Arms Survey follows rigorous procedures to ensure that the input data, the applied methods, and the results are of reasonable quality. If the user encounters apparent errors, they should contact us via email at media@smallarmssurvey.org.


Regions, sub-regions, countries, and territories are defined based on the classification system used by the UN Statistical Division (2013 revision), except for Kosovo, England and Wales, Northern Ireland, and Scotland. The names and designations reported in the database do not imply any sort of endorsement by the Small Arms Survey.
DOI: 10.5281/zenodo.8215006
title: Global Violent Deaths (GVD) database 2004-2021, 2023 update, version 1.0

description: The Global Violent Deaths (GVD) database integrates indicators on the major causes of lethal interpersonal and communal violence—intentional and unintentional homicides, killings in legal interventions, and direct conflict deaths—and combines them in a single violent deaths indicator. These indicators are also reported in a disaggregated format by the sex of the victim and perpetration mechanism, namely firearm killings. The GVD database tracks this information across 222 countries and territories worldwide yearly from 2004 and reports both crude counts and rates per 100,000 population. The input data is retrieved from reliable sources, such as governments, national and international organizations, trusted non-governmental organizations, and verified media outlets. Missing data points are estimated using the methods described in this document.


The GVD database is updated annually by the Small Arms Survey, an associated programme of the Geneva Graduate Institute, which strengthens the capacity of governments and practitioners to reduce illicit arms flows and armed violence. This is done through three mutually reinforcing activities: the generation of policy-relevant knowledge, the development of authoritative resources and tools, and the provision of training and other services. The GVD database benefits from financial support from governments and organizations, and notably its core donors, who are publicly disclosed online. The Small Arms Survey follows rigorous procedures to ensure that the input data, the applied methods, and the results are of reasonable quality. If the user encounters apparent errors, they should contact us via email at media@smallarmssurvey.org.


Regions, sub-regions, countries, and territories are defined based on the classification system used by the UN Statistical Division (2013 revision), except for Kosovo, England and Wales, Northern Ireland, and Scotland. The names and designations reported in the database do not imply any sort of endorsement by the Small Arms Survey.
DOI: 10.6084/m9.figshare.24648246
title: Datasharing.LA

description: Datasharing.LA
DOI: 10.6084/m9.figshare.24648246.v1
title: Datasharing.LA

description: Datasharing.LA
DOI: 10.6084/m9.figshare.24648270
title: Supplementary Material for: The p.C759F variant in USH2A is a pathogenic mutation: systematic literature review and meta-analysis of 667 genotypes

description: Introduction: Although the p.C759F (c.2276G&gt;T, p.Cys759Phe) variant in the USH2A gene has been identified in association with retinal degeneration by several authors, its pathogenicity has been questioned once by the publication of two unaffected homozygotes from a single family. Materials and Methods: To gain insights into this apparent discrepancy, we examined 87 research articles reporting on patients carrying this variant, and then used this information as primary data for a series of meta-analytical tests. Results and Conclusions: Our results confirm that p.C759F is a bona fide mutation, leading to retinal blindness according to a recessive pattern of inheritance.
DOI: 10.6084/m9.figshare.24461302
title: Supplementary Material for: Chemoradiotherapy combined with immunotherapy in stage III non-small cell lung cancer: a systematic review and meta-analysis of efficacy and safety outcomes

description: Background Since the success of the PACIFIC trial, durvalumab has become the clear standard of care for many patients with stage III non-small cell lung cancer (NSCLC) after concurrent chemoradiotherapy (CRT). However, the duration of immune consolidation and the efficacy and safety of different immune agents remain unclear. We conducted a systematic review of relevant studies. Methods We searched all the relevant studies in PubMed, Embase and Cochrane Library databases. We also reviewed abstracts of relevant conferences, to prevent omissions. The meta-analysis was performed using Stata version 16.0. Results Chemoradiotherapy combined with immunotherapy can improve PFS (HR: 0.60, 95%CI :0.55-0.60) and OS (HR: 0.59, 95%CI :0.53-0.66) compared with no immunotherapy. The pooled 24-month PFS and 24-month OS rates were 48.1% (95% CI, 43.5%-52.7%) and 71.3% (95% CI, 67.3%-75.2%), respectively. Subgroup analysis showed that 24-month OS rates were 60.7% (95%CI, 51.0%-70.3%) and 77.4% (95%CI, 73.2%-81.7%) at 1 year and 2 years of immune consolidation, respectively. The pooled 1-year completion rate for immune consolidation was 35.6% (95%CI, 31.3%-39.8%). The pooled rate of pneumonitis for all grades was 41.7% (95%CI, 31.9%-51.9%). The pooled rate of pneumonitis ≥ grade 3 was 6.7% (95%CI, 5.0%-8.5%). The incidence of pneumonitis ≥ grade 3 after 1 year of immunotherapy is 4.8% (95%CI, 3.1%-6.5%). The incidence of pneumonitis ≥ grade 3 after 2 years of immunotherapy is 5.1% (95%CI, 2.9%-7.3%). Conclusions Prolonging the duration of immunotherapy consolidation increases survival benefits in patients with stage III NSCLC without causing higher side effects. Older patients, due to high incidence of pneumonia and low immunotherapy completion rate, have less survival benefit.
DOI: 10.6084/m9.figshare.24619044.v1
title: Supplementary Material for: The Memory Alteration Test is correlated with clinical, cerebrospinal fluid, and brain imaging markers of Alzheimer disease in Lima, Peru

description: Introduction. As disease modifying therapies become available, early detection of Alzheimer’s disease (AD) becomes increasingly important. However, biomarkers in LMICs are rare and costly. Thus, we evaluated an AD-focused BCT, the Memory Alteration Test (M@T), to detect biomarker-proven AD and quantify its correlation with neurodegeneration and CSF AD biomarkers in a cohort of participants from Lima, Peru. Methods. This is a secondary analysis of a cohort of 185 participants: 63 controls, 53 with amnestic MCI (aMCI), and 69 with dementia due to AD. Participants underwent testing with M@T and a gold standard neuropsychological battery. We measured T-tau, p-tau and β-amyloid in CSF, and evaluated neurodegeneration via medial temporal atrophy score in MRI. We used Receiver-Operator Curves to determine the discriminative capacity of the total M@T score and its subdomains. We used the Pearson coefficient to correlate M@T score and CSF biomarkers. Results. The M@T had an AUC of 0.994 to discriminate between controls and cognitively impaired (aMCI or AD) patients, and an AUC of 0.98 to differentiate between aMCI and AD patients. Free-recall and cued recall had the highest AUCs of all subdomains. Total score was strongly correlated with t-tau (-0.77) and p-tau (-0.72), and moderately correlated with β-amyloid (0.66). The AUC for discrimination of neurodegeneration was 0.87. Discussion/Conclusion. The M@T had excellent discrimination of aMCI and dementia due to AD. It was strongly correlated with CSF biomarkers and had good discrimination of neurodegeneration. In LMICs, it may represent a cost-effective screening tool for aMCI and dementia caused by AD.
DOI: 10.6084/m9.figshare.24648285
title: Compassionate love, Romantic perfectionism, Marital conflict

description: <b>The moderating role of compassionate love in the link between romantic perfectionism and marital conflict</b>
DOI: 10.6084/m9.figshare.24648285.v1
title: Compassionate love, Romantic perfectionism, Marital conflict

description: <b>The moderating role of compassionate love in the link between romantic perfectionism and marital conflict</b>
DOI: 10.5281/zenodo.10213024
title: Supplementary Information for "Deciphering controls of pore-pressure evolution on sediment bed erosion by debris flows"
DOI: 10.5281/zenodo.10213023
title: Supplementary Information for "Deciphering controls of pore-pressure evolution on sediment bed erosion by debris flows"
DOI: 10.5281/zenodo.10209411
title: Spina (Comacchio - FE). Dataset of UAV orthophotos of the surroundings of the Etruscan town.
title: Spina (Comacchio - FE). Dataset di ortofoto da drone dell'area circostante la città etrusca.

description: This dataset contains a set of UAV orthophotos acquired from September 2020 to April 2023. For technical reasons the dataset was divided into 4 subsections, to be viewed together in GIS. The pictures were acquired to map soil marks. Every picture of the dataset cointains its metadata. The photos were acquired with a Mavic Air 2 and processed with the software Agisoft Metashape to generate the orthophotos. The georeferencing was made in ArcgisPro thanks to ground control points.
DOI: 10.5281/zenodo.10209410
title: Spina (Comacchio - FE). Dataset of UAV orthophotos of the surroundings of the Etruscan town.
title: Spina (Comacchio - FE). Dataset di ortofoto da drone dell'area circostante la città etrusca.

description: This dataset contains a set of UAV orthophotos acquired from September 2020 to April 2023. For technical reasons the dataset was divided into 4 subsections, to be viewed together in GIS. The pictures were acquired to map soil marks. Every picture of the dataset cointains its metadata. The photos were acquired with a Mavic Air 2 and processed with the software Agisoft Metashape to generate the orthophotos. The georeferencing was made in ArcgisPro thanks to ground control points.
DOI: 10.5281/zenodo.7798639
title: Non-indigenous seaweed records in the Northeast Atlantic Ocean, the Mediterranean Sea and Macaronesia

description: This dataset accompanies the publication "Non-indigenous seaweeds in the Northeast Atlantic Ocean, the Mediterranean Sea and Macaronesia: a critical synthesis of diversity, spatial and temporal patterns" (van der Loos, Bafort, Bosch, et al. 2023). The dataset is a compilation of non-indigenous marine seaweed species records from three main regions, namely the Northeast Atlantic Ocean (excluding Greenland), the Mediterranean Sea and Macaronesia.


A total of 19,724 records of non-indigenous seaweed records were collected dating from 1808 to 2022. 


For each record, this dataset contains the following information:


SPECIES_SCIENTIFIC_NAME: Currently accepted scientific species name of the record (as of April 2023)


ORIGINAL_RECORD_SCIENTIFIC_NAME: Scientific name that was originally used in the record


YEAR: Year in which the specimen was recorded. Where possible, this date refers to the year the species was first observed rather than when the record was published. In the absence of such information the date refers to the year the first record was published.


LATITUDE: Latitude


LONGITUDE: Longitude


AREA: Northeast Atlantic Ocean, Macaronesia, or the Mediterranean Sea


COUNTRY: Country where the specimen was recorded


LOCATION: Location where the specimen was recorded


LIFE_STAGE: For some records the life stage (gametophyte, sporophyte, tetrasporophyte) has been recorded


DRIFT: Records reported as drifting material are noted in this column as "drift"


DATA_SOURCE: The data source (e.g., publication, project data, herbarium specimen, personal data)


REFERENCE: The reference