cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21695561
title: PSY-COVID-1 General Dataset

description: This is the main dataset from the PSY-COVID online survey in its first wave (may-september 2020). It contains 11M data provided by 82.772 participants from 55 countries.Dataset contains data about these domains: Behavioural changes and adaptation during the pandemic, behaviours and their determinants facing the SARS-CoV-2 contagion, mental health (anxiety, depression, somatization, posttraumatic growth), social and physical context of lockdown/confinement during the first wave of the pandemic, personal dispositional variables (personality, resilience, loneliness) and sociodemographical variables.
DOI: 10.6084/m9.figshare.21695561.v1
title: PSY-COVID-1 Dataset

description: This is the main dataset from the PSY-COVID online survey in its first wave (may-september 2020). It contains 11M data provided by 82.772 participants from 55 countries.Dataset contains data about these domains: Behavioural changes and adaptation during the pandemic, behaviours and their determinants facing the SARS-CoV-2 contagion, mental health (anxiety, depression, somatization, posttraumatic growth), social and physical context of lockdown/confinement during the first wave of the pandemic, personal dispositional variables (personality, resilience, loneliness) and sociodemographical variables.
DOI: 10.6084/m9.figshare.21679949
title: Pollen detection dataset

description: Overview This dataset is about corbicular pollen loads as foraged by honey bees (apis mellifera). Pollen were obtained by using pollen traps and show a wide range of colors. A total of 12568 (training) and 1629 (validation) pollen were annotated on 64 (training) and 5 images (validation), respectively. The images were partly from photographs and partly from scanned pollen. From these images, 96x96 pixel images were randomly cropped and augmented. Suitable masks were also created and saved together with the corresponding images and csv files. These cropped images form the given data set. File structure train/ train/imgs/ 495k images contain a total of 1410991 pollen. Images have shape (96px * 96px * 3 channels). Details on augmentation can be found in README.md. ~20% of the images show no pollen. Mathematically, each labeled pollen appears on 112 images in the data set. train/imgs/masks For each image exists a binary mask suitable for U-net training. The mask is not a real segmentation, but a white circle marking the center of the pollen. Each white circle has a black border that guarantees that no white circles overlap. This helps the U-net to learn the separation of the pollen segmentations, which simplifies the detection of blobs or local maxima on the output map of the U-net. train/imgs/coords For each image exists a .csv file with the annotated pollen centers. val/ val/imgs/ 50k images contain a total of 284125 pollen. Images have shape (96px * 96px * 3 channels). Details on augmentation can be found in README.md.. ~20% of the images show no pollen. Mathematically, each labeled pollen appears on 108 images in the data set. val/imgs/masks For each image exists a binary mask suitable for U-net training. The mask is not a real segmentation, but a white circle marking the center of the pollen. Each white circle has a black border that guarantees that no white circles overlap. This helps the U-net to learn the separation of the pollen segmentations, which simplifies the detection of blobs or local maxima on the output map of the U-net. val/imgs/coords For each image exists a .csv file with the annotated pollen centers.
DOI: 10.6084/m9.figshare.21695603.v1
title: PSY-COVID-1 Health personnel study

description: This is the dataset from the PSY-COVID-1 online survey in its first wave (may-september 2020) employed in the study "predictive factors of mental adjustment of health personnel during the first wave of the COVID-19 pandemic: An international survey". It contains data provided by 16221 heatlh workers from 22 countries and a age-gender and country matched sample of 16221 people from general population. Dataset contains data about these domains: Behavioural changes and adaptation during the pandemic, behaviours and their determinants facing the SARS-CoV-2 contagion, mental health (anxiety, depression, somatization, posttraumatic growth), social and physical context of lockdown/confinement during the first wave of the pandemic, personal dispositional variables (personality, resilience, loneliness) and sociodemographical variables.
DOI: 10.6084/m9.figshare.21695717.v1
title: ICW_scattering_Saturn.rar

description: The database are helpful, if anyone would like to reproduce our results in this work.
DOI: 10.21227/js96-v170
title: ZCL-TCYB3227389

description: This paper investigates the prescribed performance control (PPC) problem for a class of nonlinear strict-feedback systems with sensor/actuator faults. A shifting function is introduced to modify the output tracking error generated by the practically measured system state, based on which an improved PPC method is proposed to achieve the convergence of output tracking error to the prescribed region, and this convergence is shown to be independent of the initial tracking condition and insusceptible to sensor/actuator faults. The faults-induced uncertainties together with the nonlinear dynamics are compensated by involving a radial basis function neural network (RBFNN) to make the controller robust adaptive fault-tolerant without prior knowledge of fault coefficients. Via Lyapunov stability analysis, it is proven that all signals in the closed-loop system are semi-globally uniformly ultimately bounded. The effectiveness and superiority of the method are demonstrated by two simulation examples.
DOI: 10.6084/m9.figshare.21276042
title: Supplementary Material for: Surgical outcomes of laparoscopic versus open hepatectomy for left hepatocellular carcinoma: Propensity score analyses using retrospective Japanese and Korean individual patient data

description: Introduction: This study aimed to compare the prognostic impact of laparoscopic left hepatectomy (LLH) with that of open left hepatectomy (OLH) on patient survival after resection of left hepatocellular carcinoma (HCC). Methods: Among the 953 patients who received initial treatment for primary HCC that was resectable by either LLH or OLH from 2013 to 2017 in Japan and Korea, 146 patients underwent LLH and 807 underwent OLH. The inverse probability of treatment weighting approach based on propensity scoring was used to address the potential selection bias inherent in the recurrence and survival outcomes between the LLH and OLH groups. Results: The occurrence rate of postoperative complications and hepatic decompensation was significantly lower in the LLH group than in the OLH group. Recurrence-free survival (RFS) was better in the LLH group than in the OLH group (hazard ratio, 1.33; 95% confidence interval, 1.03–1.71; p = 0.029), whereas overall survival (OS) were not significantly different. Subgroup analyses of RFS and OS revealed an almost consistent trend in favor of LLH over OLH. In patients with tumor sizes of ≥4.0 cm or those with single tumors, both RFS and OS were significantly better in the LLH group than in the OLH group. Conclusions: LLH decreases the risk of tumor recurrence and improves OS in patients with primary HCC located in the left liver.
DOI: 10.6084/m9.figshare.21276042.v1
title: Supplementary Material for: Surgical outcomes of laparoscopic versus open hepatectomy for left hepatocellular carcinoma: Propensity score analyses using retrospective Japanese and Korean individual patient data

description: Introduction: This study aimed to compare the prognostic impact of laparoscopic left hepatectomy (LLH) with that of open left hepatectomy (OLH) on patient survival after resection of left hepatocellular carcinoma (HCC). Methods: Among the 953 patients who received initial treatment for primary HCC that was resectable by either LLH or OLH from 2013 to 2017 in Japan and Korea, 146 patients underwent LLH and 807 underwent OLH. The inverse probability of treatment weighting approach based on propensity scoring was used to address the potential selection bias inherent in the recurrence and survival outcomes between the LLH and OLH groups. Results: The occurrence rate of postoperative complications and hepatic decompensation was significantly lower in the LLH group than in the OLH group. Recurrence-free survival (RFS) was better in the LLH group than in the OLH group (hazard ratio, 1.33; 95% confidence interval, 1.03–1.71; p = 0.029), whereas overall survival (OS) were not significantly different. Subgroup analyses of RFS and OS revealed an almost consistent trend in favor of LLH over OLH. In patients with tumor sizes of ≥4.0 cm or those with single tumors, both RFS and OS were significantly better in the LLH group than in the OLH group. Conclusions: LLH decreases the risk of tumor recurrence and improves OS in patients with primary HCC located in the left liver.
DOI: 10.5281/zenodo.7414261
title: Quartet of familiar males – 16p11.2 Del mouse strain – 2 WT + 2 Del/+ - M7

description: We monitored the individual and social behaviours of each quartet of mice over three days and nights in the Live Mouse Tracker system (LMT, plugin 931; de Chaumont et al. 2019 Nat. Biomed. Engin.). This system tracks individually mice living in a group over several days and nights and extracts automatically the number, total duration and mean duration of more than thirty behavioural events describing the posture of the mouse, the types of social contacts, the dynamic social approach and escapes and complex social groupings (see de Chaumont et al. 2019 Nat. Biomed. Engin.). In this system, the four mice (10-14 weeks of age; 2 WT mice and 2 Del/+ mice) from the same housing cage (housed together from weaning on) were left undisturbed for 71 hours in a large transparent Plexiglas cage (50 x 50 x 40 cm), with fresh bedding, a house (width: 100 mm, depth: 75 mm, height: 40 mm) in red Plexiglas, 6 dental cotton rolls as well as food and water ad libitum. Light/dark cycle and temperature conditions were similar to those of the housing room (12/12h light/dark, lights on at 07:00 AM, 100 lux when the lights were on). Each recording session started between 03:00 and 04:00 PM. At the end of the session, mice were placed back in their home cage and the LMT setup was cleaned with soap water and dried with paper towels. The upload includes the sqlite database from LMT (processed).
DOI: 10.5281/zenodo.7414260
title: Quartet of familiar males – 16p11.2 Del mouse strain – 2 WT + 2 Del/+ - M7

description: We monitored the individual and social behaviours of each quartet of mice over three days and nights in the Live Mouse Tracker system (LMT, plugin 931; de Chaumont et al. 2019 Nat. Biomed. Engin.). This system tracks individually mice living in a group over several days and nights and extracts automatically the number, total duration and mean duration of more than thirty behavioural events describing the posture of the mouse, the types of social contacts, the dynamic social approach and escapes and complex social groupings (see de Chaumont et al. 2019 Nat. Biomed. Engin.). In this system, the four mice (10-14 weeks of age; 2 WT mice and 2 Del/+ mice) from the same housing cage (housed together from weaning on) were left undisturbed for 71 hours in a large transparent Plexiglas cage (50 x 50 x 40 cm), with fresh bedding, a house (width: 100 mm, depth: 75 mm, height: 40 mm) in red Plexiglas, 6 dental cotton rolls as well as food and water ad libitum. Light/dark cycle and temperature conditions were similar to those of the housing room (12/12h light/dark, lights on at 07:00 AM, 100 lux when the lights were on). Each recording session started between 03:00 and 04:00 PM. At the end of the session, mice were placed back in their home cage and the LMT setup was cleaned with soap water and dried with paper towels. The upload includes the sqlite database from LMT (processed).
DOI: 10.7910/dvn/a2ccfe
title: On the Riemann Hypothesis

description: In this paper we try to disprove the Riemann hypothesis
DOI: 10.6084/m9.figshare.21695717.v2
title: ICW_scattering_Saturn.rar

description: The database are helpful, if anyone would like to reproduce our results in this work.
DOI: 10.6084/m9.figshare.21695717
title: ICW_scattering_Saturn.rar

description: The database are helpful, if anyone would like to reproduce our results in this work.
DOI: 10.6084/m9.figshare.21695717.v4
title: ICW_scattering_Saturn.rar

description: The database are helpful, if anyone would like to reproduce our results in this work.
DOI: 10.6084/m9.figshare.21695717.v3
title: ICW_scattering_Saturn.rar

description: The database are helpful, if anyone would like to reproduce our results in this work.
DOI: 10.17028/rd.lboro.21695810
title: Supplementary information files for Quantifying the impact of heat on human physical work capacity; part IV: interactions between work duration and heat stress severity

description: Supplementary files for article Quantifying the impact of heat on human physical work capacity; part IV: interactions between work duration and heat stress severity
DOI: 10.17028/rd.lboro.21695810.v1
title: Supplementary information files for Quantifying the impact of heat on human physical work capacity; part IV: interactions between work duration and heat stress severity

description: Supplementary files for article Quantifying the impact of heat on human physical work capacity; part IV: interactions between work duration and heat stress severity
DOI: 10.5281/zenodo.7404917
title: East Asia Reanalysis System (EARS)

description: Reanalysis data plays a vital role in weather and climate study, as well as meteorological resource development and application. In this work, the East Asia Reanalysis System (EARS) was developed using the Weather Research and Forecasting (WRF) model and the Gridpoint Statistical Interpolations (GSI) data assimilation system. The regional reanalysis system is forced by the European Centre of Medium-Range Weather Forecasts (ECMWF) global reanalysis EAR-Interim data at 6-h intervals; and hourly surface observations are assimilated by the WRF Four-Dimension Data Assimilation (FDDA) scheme during the model integration; upper observations are assimilated in 3D-VAR mode at analysis moment. The reanalysis runs from 1980 to 2018, producing a regional reanalysis dataset covering East Asia and surrounding areas at 12-km horizontal resolution, 74 sigma levels, and 3-hour intervals. Compared to the global reanalysis data of the EAR-Interim, EARS are closer to the observations in both near-surface and upper-level fields. The present study provides evidence for substantial improvements seen in EARS compared to the ERA-Interim reanalysis fields over East Asia. <strong>Domain</strong>: covering a large domain of an area of 10,800 km x 9,120 km (with 900 x 760 grid points). (left bottom corner 61.6E, 10.3S, right bottom 138.3E, 10.3S, right top 138.3E, 10.3S, and left top 2.51E, 50.8N) The database format is GRIB version 1 and the total volume of the data files is 54.6 TB. The GRIB files are hosted at http://data.cma.cn/ as their total volume exceeds the volume that could be provided by Zenodo. Required files can therefore be downloaded from this location.
description: This study is jointly supported by the National Key Research and Development Program of China (2017YFC1501800), Second Tibetan Plateau Scientific Expedition and Research (STEP) Program (2019QZKK010402), National Natural Science Foundation of China (42075083 and 42192554), and National Department Public Benefit Research Foundation (GYHY201506002).
DOI: 10.34740/kaggle/dsv/4688116
title: COVID Vaccination in World (updated daily)
DOI: 10.5281/zenodo.7414931
title: ostorhinchus_angustatus_ragtag_1.fasta.gz

description: .
DOI: 10.5281/zenodo.7414930
title: ostorhinchus_angustatus_ragtag_1.fasta.gz

description: .
DOI: 10.6084/m9.figshare.21695444.v1
title: Flow cytometry of “Epicardial adipose tissue derived-extracellular vesicles"

description: The aim of flow cytometry (A60-Micro, Apogee Flow Systems, Hemel Hempstead, UK) experiments was to measure the concentrations of extracellular vesicles (EVs) released from epicardial and subcutaneous adipose tissue (EAT, SAT) in conditioned culture medium from adipose tissue samples collected from 7 patients to investigate whether EAT and SAT secretome (EATs, SATs) show different concentrations of EVs. We hypothesized that EAT secretes a larger number of EVs than SAT. All samples were measured using an autosampler, which facilitates subsequent measurements of samples in a 96-well plate. For this study, samples were measured on two different days (03/01/2021 for 3 patient samples and 04/05/2022 for 4 patient samples). Each day a buffer-only control, antibody in buffer controls, and isotype controls corresponding to the labels in the well plate were measured. Flow rate and scatter calibrations were performed daily. Fluorescence calibration was performed twice during this time period. To automatically determine optimal sample dilutions, apply calibrations, determine and apply gates, generate reports with scatter plots and generate data summaries, we used custom-built software (MATLAB R2020b, Mathworks, Natick, MA, USA).
DOI: 10.6084/m9.figshare.21695444
title: Flow cytometry of “Epicardial adipose tissue derived-extracellular vesicles"

description: The aim of flow cytometry (A60-Micro, Apogee Flow Systems, Hemel Hempstead, UK) experiments was to measure the concentrations of extracellular vesicles (EVs) released from epicardial and subcutaneous adipose tissue (EAT, SAT) in conditioned culture medium from adipose tissue samples collected from 7 patients to investigate whether EAT and SAT secretome (EATs, SATs) show different concentrations of EVs. We hypothesized that EAT secretes a larger number of EVs than SAT. All samples were measured using an autosampler, which facilitates subsequent measurements of samples in a 96-well plate. For this study, samples were measured on two different days (03/01/2021 for 3 patient samples and 04/05/2022 for 4 patient samples). Each day a buffer-only control, antibody in buffer controls, and isotype controls corresponding to the labels in the well plate were measured. Flow rate and scatter calibrations were performed daily. Fluorescence calibration was performed twice during this time period. To automatically determine optimal sample dilutions, apply calibrations, determine and apply gates, generate reports with scatter plots and generate data summaries, we used custom-built software (MATLAB R2020b, Mathworks, Natick, MA, USA).
DOI: 10.34740/kaggle/dsv/4688045
title: All Pokemon stats (Including Scarlet and Violet)
DOI: 10.5281/zenodo.7414960
title: ostorhinchus_cyanosoma_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.7414959
title: ostorhinchus_cyanosoma_decontaminated_gx.fasta.gz

description: .
DOI: 10.25919/cp30-4v53
title: Puccinia triticina - data for seven Australian isolates

description: This collection comprises sequencing reads, assemblies and gene annotation for Australian Puccinia triticina isolates
DOI: 10.15468/dl.xsfk3e
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Locality is PICTURED ROCKS NATIONAL LAKESHORE, 0.6-1.6 MI BY RD SW HURRICANE RIVER CAMPGROUND",
 "Locality is PICTURED ROCKS NATIONAL LAKESHORE, HURRICANE RIVER AT H58",
 "Locality is PICTURED ROCKS NATIONAL LAKESHORE, T48N, R16W, SEC 14, NE 1/4 OF NW 1/4",
 "Locality is PICTURED ROCKS NATIONAL LAKESHORE, T49N, R15W, SEC 16, SW 1/4 OF NW 1/4",
 "Locality is Pictured Rocks National Lakeshore"
 ]
 },
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044292-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3v447l
title: Occurrence Download

description: A dataset containing 365353 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 365353 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008480-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3amr4
title: Occurrence Download

description: A dataset containing 1908 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichromis salvini (Günther, 1862)"
 ]
}

 The dataset includes 1908 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051883-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.i6nbpo
title: Occurrence Download

description: A dataset containing 798 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cornus hongkongensis Hemsl."
 ]
}

 The dataset includes 798 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003857-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6y6zbp
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Macropus antilopinus (Gould, 1841)"
 ]
}

 The dataset includes 22 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033813-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzbbxd
title: Occurrence Download

description: A dataset containing 494543 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belize",
 "StateProvince is Toledo"
 ]
}

 The dataset includes 494543 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325574-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqqg7z
title: Occurrence Download

description: A dataset containing 942 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen"
 ]
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is Mexico",
 "Country is Guatemala",
 "Country is Belize",
 "Country is El Salvador",
 "Country is Honduras",
 "Country is Nicaragua",
 "Country is Costa Rica",
 "Country is Panama"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pseudognaphalium luteoalbum (L.) Hilliard & B.L.Burtt"
 ]
}

 The dataset includes 942 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062206-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.twh2fy
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Inia geoffrensis (Blainville, 1817)"
 ]
}

 The dataset includes 33 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0311658-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.