cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25451/flinders.16545552.v1
title: Maximum Entropy Production Evapotranspiration for Australia 2003-2013

description: Evaporation, Transpiration, and Evapotranspiration Products for Australia based on the Maximum Entropy Production model (MEP). Introduction of a method into the MEP algorithm of estimating the required model parameters over the entire continent of Australia through the use of pedotransfer function, soil properties and remotely sensed soil moisture data. The algorithm calculates the evaporation and transpiration over Australia on daily timescales at the 0.05 degree (5 km) resolution for 2003 – 2013. The MEP evapotranspiration (ET) estimates were validated using observed ET data from 20 Eddy Covariance (EC) flux towers across 8 land cover types in Australia and compared the MEP ET at the EC flux towers with two other ET products over Australia; MOD16 and AWRA-L products. The MEP model outperformed the MOD16 and AWRA-L across the 20 EC flux sites, with average root mean square errors (RMSE), 8.21, 9.87 and 9.22 mm/8 days respectively. The average mean absolute error (MAE) for the MEP, MOD16 and AWRA-L were 6.21, 7.29 and 6.52 mm/8 days, the average correlations were 0.64, 0.57 and 0.61, respectively. The percentage bias of the MEP ET was within 20% of the observed ET at 12 of the 20 EC flux sites while the MOD16 and AWRA-L ET were within 20% of the observed ET at 4 and 10 sites respectively. The analysis showed that evaporation and transpiration contribute 38% and 62%, respectively, to the total ET across the study period which includes a significant part of the “millennium drought” period (2003 – 2009) in Australia. File naming conventions: E – Evaporation T – Transpiration ET – Evapotranspiration For the 8 day ET, Daily T and ET, the suffix nnn indicates day of year. , for example: 001 for January 1, 145 for May 25 (leap year) or 26, etc. While for the daily E, the suffix is in the format mmdd (month,day) for example 0101 for January 1, 0525 for May 25<br><br>Date coverage: 2003-01-01 - 2013-12-31<br>Location: Australia
DOI: 10.25919/tq9c-zv78
title: Parkes observations for project P885 semester 2021OCTS_02

description: We request a reduced monitoring cadence for the magnetars 1E 1547.0-5408 and Swift J1818.0-1607 to once every 10 days, to track their rotation, flux density, and polarisation. Swift J1818.0-1607 remains very dynamic, and the unique UWL capabilities promise new opportunities to probe still mysterious radio emission mechanisms in magnetars. Our timing results indicate that 1E 1547.0-5408 is currently a more stable rotator, supporting the diminished cadence. We will observe XTE J1810-197 and PSR J1622-4950 less frequently, to complement monitoring elsewhere. The overall request is 18 hours.
DOI: 10.25345/c57271
title: MassIVE MSV000088269 - GNPS DH-MN-TEST 1027 Rheum palmatum
title: Rheum palmatum Compounds xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
DOI: 10.6084/m9.figshare.16881826
title: VideosS1-S3.zip from Individual-based eco-evolutionary models for understanding adaptation in changing seas

description: Videos showing changes in population fitness through time for each simulated scenario
DOI: 10.6084/m9.figshare.16881826.v1
title: VideosS1-S3.zip from Individual-based eco-evolutionary models for understanding adaptation in changing seas

description: Videos showing changes in population fitness through time for each simulated scenario
DOI: 10.5281/zenodo.5602387
title: Data from: An Easily Compatible Eye Tracking System for Free-moving Small Animals

description: These datasets are associated with human labled eye tracking datasets in DLC formate and pixel formate from the paper Huang et. al., <em>An Easily Compatible Eye Tracking System for Free-moving Small Animals, </em>2021.<em> </em>
DOI: 10.5281/zenodo.5602386
title: Data from: An Easily Compatible Eye Tracking System for Free-moving Small Animals

description: These datasets are associated with human labled eye tracking datasets in DLC formate and pixel formate from the paper Huang et. al., <em>An Easily Compatible Eye Tracking System for Free-moving Small Animals, </em>2021.<em> </em>
DOI: 10.5281/zenodo.5602428
title: Measured SCFAs from feces of infants

description: This dataset is the average concentration of SCFAs in feces of infants. This dataset was used to study the differences of gut microbiome in early childhood with atopic dermatitis. The information of sample ID can be obtained from raw sequence dataset in ERA database and manuscript.
DOI: 10.5281/zenodo.4646505
title: Measured SCFAs from feces of infants

description: This dataset is the average concentration of SCFAs in feces of infants. This dataset was used to study the differences of gut microbiome in early childhood with atopic dermatitis. The information of sample ID can be obtained from raw sequence dataset in ERA database and manuscript.
DOI: 10.6084/m9.figshare.16547409
title: Supplementary Material for: Utility of Fine-Needle Aspirations to Diagnose Pediatric Thyroid Nodules

description: Medicine
DOI: 10.6084/m9.figshare.16881889
title: Supplementary Material for: Longitudinal Follow-Up and Outcomes for Chinese Patients with Stage 1–4 Chronic Kidney Disease

description: <b><i>Introduction:</i></b> Understanding heterogeneity in the prognosis of chronic kidney disease (CKD) has implications in management of patients. We aimed to evaluate the comparative risk of end-stage kidney disease (ESKD), cardiovascular (CV) events, and death among patients with CKD in China. <b><i>Methods:</i></b> In total, 3,700 patients with CKD stage 1–4 were recruited from 39 clinical centers in China between 2011 and 2016. New occurrence of ESKD, CV events, and all-cause mortality was recorded until the end of 2017. The crude incidence rate was calculated for each outcome. Ratios of incidence between different outcomes were generated with 95% confidence interval (CI) estimated by 1,000 times of bootstrapping. Multivariable adjusted Cox regression models accounting for competing risk between the outcomes were used to evaluate the association of risk factors with the outcomes. <b><i>Results:</i></b> The population mean age was 50 ± 14 years, with 58.2% male and 60.3% of glomerulonephritis. After a median follow-up of 4.65 years (interquartile range [IQR]: 3.71–5.60 years) for ESKD, 4.76 years (IQR: 3.97–5.76 years) for CV events, and 4.84 years (IQR: 3.97–5.76 years) for death, the incidence rates of the 3 outcomes were 3.1, 1.5, and 0.92/100 patient-years, respectively. The ratio for the incidence of ESKD and CV events was 2.15 (95% CI: 1.87, 2.53) and that for incidence of ESKD and death was 3.41 (95% CI: 2.88, 4.08). Significant differences regarding the ratios were detected through levels of age, history of CV disease, the estimated glomerular filtration rate (eGFR), urine albumin-to-creatinine ratio (uACR), and etiology of CKD. In the Cox regression model adjusting for traditional CV and kidney-specific risk factors, older age was associated with a higher risk of CV events and death but a lower risk of ESKD (hazard ratios [HRs] = 1.45 [95% CI: 1.29, 1.64], 1.48 [95% CI: 1.29, 1.70], and 0.78 [95% CI: 0.73, 0.84] per 10 year increase, respectively). By comparison, reduced eGFR was associated with a higher risk of ESKD and death, rather than CV events (HRs = 3.62 [95% CI: 2.96, 4.43], 1.30 [95% CI: 1.02, 1.66], and 1.22 [95% CI: 0.99, 1.49] per 30.26 mL/min/1.73 m<sup>2</sup> increase, respectively). Similar patterns were seen for increased uACR (HRs = 1.42 [95% CI: 1.30, 1.55], 1.17 [95% CI: 1.05, 1.30], and 1.07 [95% CI: 0.99, 1.17] per 1 natural log-transformed value increase, respectively). <b><i>Conclusion:</i></b> ESKD was more likely to occur than CV events and death in the population with CKD stage 1–4 in China. Traditional risk factors contributed differently to the comparative risk of the outcomes.
DOI: 10.5281/zenodo.5602447
title: Database for Geng2021WRR

description: Data used in paper "Intertwined ecomorphodynamic evolution of salt-marsh platforms and tidal networks cutting through them".
DOI: 10.5281/zenodo.5602364
title: Data for AncestralClust manuscript

description: Data underlying AncestralClust manuscript
DOI: 10.5281/zenodo.5602363
title: Data for AncestralClust manuscript

description: Data underlying AncestralClust manuscript
DOI: 10.18119/n9ck5z
title: Fibrin differentially expressed phosphoprotein STRING PPI
DOI: 10.5281/zenodo.5602501
title: Engineered Osteoclasts as Living Treatment Materials for Heterotopic Ossification Therapy

description: All data generated in this study are provided in the Supplementary materials and raw data. The data that support the findings of this study are available from the corresponding authors in reasonable request.
DOI: 10.5281/zenodo.5602506
title: Engineered Osteoclasts as Living Treatment Materials for Heterotopic Ossification Therapy

description: All data generated in this study are provided in the Supplementary materials and raw data. The data that support the findings of this study are available from the corresponding authors in reasonable request.
DOI: 10.5281/zenodo.5515677
title: Engineered Osteoclasts as Living Treatment Materials for Heterotopic Ossification Therapy

description: All data generated in this study are provided in the Supplementary materials and raw data. The data that support the findings of this study are available from the corresponding authors in reasonable request.
DOI: 10.6084/m9.figshare.16866193
title: Supplementary data for Linking common and rare disease genetics through gene regulatory networks

description: Supplementary data for: https://www.medrxiv.org/content/10.1101/2021.10.21.21265342v1<br>
DOI: 10.6084/m9.figshare.16866193.v1
title: Supplementary data for Linking common and rare disease genetics through gene regulatory networks

description: Supplementary data for: https://www.medrxiv.org/content/10.1101/2021.10.21.21265342v1<br>
DOI: 10.6084/m9.figshare.16881964
title: Supplementary Material for: Guideline-Directed Medical Therapy in Patients with Chronic Kidney Disease Undergoing Peripheral Vascular Intervention

description: <b><i>Introduction:</i></b> Guideline-directed medical therapy (GDMT) is imperative to improve cardiovascular and limb outcomes for patients with critical limb ischemia (CLI), especially amongst those at highest risk for poor outcomes, including those with comorbid chronic kidney disease (CKD). Our objective was to examine GDMT prescription rates and their variation across individual sites for patients with CLI undergoing peripheral vascular interventions (PVIs), by their comorbid CKD status. <b><i>Methods:</i></b> Patients with CLI who underwent PVI (October 2016–April 2019) were included from the Vascular Quality Initiative (VQI) database. CKD was defined as GFR &lt;60 mL/min/1.73 m<sup>2</sup>. GDMT included the composite use of antiplatelet therapy and a statin, as well as an angiotensin-converting enzyme inhibitor or angiotensin receptor blocker if hypertension was present. The use of GDMT before and after the index procedure was summarized in those with and without CKD. Adjusted median odds ratios (MORs) for site variability were calculated. <b><i>Results:</i></b> The study included 28,652 patients, with a mean age of 69.4 ± 11.7 years, and 40.8% were females. A total of 47.5% had CKD. Patients with CKD versus those without CKD had lower prescription rates both before (31.7% vs. 38.9%) and after (36.5% vs. 48.8%) PVI (<i>p</i> &lt; 0.0001). Significant site variability was observed in the delivery of GDMT in both the non-CKD and CKD groups before and after PVI (adjusted MORs: 1.31–1.41). <b><i>Discussion/Conclusion:</i></b> In patients with CLI undergoing PVI, patients with comorbid CKD were less likely to receive GDMT. Significant variability of GDMT was observed across sites. These findings indicate that significant improvements must be made in the medical management of patients with CLI, particularly in patients at high risk for poor clinical outcomes.
DOI: 10.5283/epub.45547
title: Data archive of "Keep flexible – keep switching? Boundary conditions of the influence of forced task switching on voluntary task switching", Journal of Experimental Psychology: Learning, Memory, and Cognition

description: Data archive with coding sheet and raw data for Experiments 1, 2, and 3
description: Raw data files with description/ Rohdaten mit Beschreibung. Dieses Datenarchiv sind Rohdaten eines Forschungsprojektes, das soeben als Artikel beim Journal of Experimental Psychology: Learning, Memory, and Cognition zur Veröffentlichung angenommen wurde.
DOI: 10.21227/y3de-be82
title: TongeImageDataset

description: 该舌头图像数据集包含 300 张舌头图像。数据集中所有图像均由我们的图像采集设备采集，图像尺寸为576*768。手动分割被用作基本事实。
DOI: 10.15468/facqef
title: Angiosperm data of an observation plot (Permanent Pample Plot 82) in Usonigbe Forest Reserve, Edo State, Nigeria

description: The present data reports a number of angiosoerm species recorded in Permanent Sample Plot (PSP) 82 which is sited in Usonigbe Forest Reserve, Edo State, Nigeria. The plot is situated within longitude 6.6342° N and latitude 5.9304° E in the South-Southern zone of Nigeria. Predominant wind directions are southwest and northwest. Geological formation is the costal plane sand and this sand consists of red earth and form a relatively thick series. The herbs are poor and consist of the following species sparsely distributed over the area: Dracaena sp, Aframomum sp, Palisita barteri, salacia spp, palisota ambigua and Psychotria sciadephora. The natural high forest has three strata of trees, viz the emergent consisting of trees whose crowns show above the general level of the canopy. The characteristics of the forest are the presence of a large number of wood climbers (Leaves) and (b) the incidence of buttresses of plank roots. The tallest trees of the emergent storey range to 150ft or more in height. The canopy at about 100ft or more is closest. The lower storey itself is about 30 to 50ft high. The present dataset contains 150 angiosperm records.
DOI: 10.6084/m9.figshare.14270267.v8
title: SplitFrictionModel Worksheet

description: Worksheet from The Split Friction Model - Introducing Mixed Lubrication to Curling by Martin Ziegler<br>
DOI: 10.25934/pr00003649.1
title: Available IPD datapackage for study 'Lux-Breast 3; Randomised Phase II Study of Afatinib Alone or in Combination With Vinorelbine Versus Investigator's Choice of Treatment in Patients With HER2 Positive Breast Cancer With Progressive Brain Metastases After Trastuzumab and/or Lapatinib Based Therapy'

description: The aim of this study is to investigate the efficacy and safety of afatinib alone or in combination with vinorelbine, as treatment in patients with HER2-overexpressing metastatic breast cancer, who have progressive brain lesions after trastuzumab and/or lapatinib based therapy
DOI: 10.5281/zenodo.5602631
title: Src and Memory: A Study of Filial Imprinting and Predispositions in the Domestic Chick

description: These files contain the data used for generating the results presented in: Meparishvili M, Chitadze L, Lagani V, McCabe B and Solomonia R (2021) Src and Memory: A Study of Filial Imprinting and Predispositions in the Domestic Chick. Front. Physiol. 12:736999. doi: 10.3389/fphys.2021.736999
DOI: 10.5281/zenodo.5482968
title: Src and Memory: A Study of Filial Imprinting and Predispositions in the Domestic Chick

description: These files contain the data used for generating the results presented in: Meparishvili M, Chitadze L, Lagani V, McCabe B and Solomonia R (2021) Src and Memory: A Study of Filial Imprinting and Predispositions in the Domestic Chick. Front. Physiol. 12:736999. doi: 10.3389/fphys.2021.736999
DOI: 10.5281/zenodo.5570599
title: A new, fluorescence-based method for visualizing the pseudopupil and assessing optical acuity in the dark compound eyes of honeybees and other insects

description: Images reported here are the raw Data set acquired to obtain Figure 6 in the manuscript Rigosi et al, “A new, fluorescence-based method for visualizing the pseudopupil and assessing optical acuity in the dark compound eyes of honeybees and other insects” accepted in Scientific Reports (DOI: 10.1038/s41598-021-00407-2). Please check the Methods section for a description of the analysis of the eye map obtained with these images.<br> Note that all the images are 16-bit.
description: This research was supported by the Swedish Research Council (VR 2018-03452 to DOC and VR 2016-04014 to EJW) and Formas (project grant 2018-01218 to DOC and ER).
DOI: 10.5281/zenodo.5570598
title: A new, fluorescence-based method for visualizing the pseudopupil and assessing optical acuity in the dark compound eyes of honeybees and other insects

description: Images reported here are the raw Data set acquired to obtain Figure 6 in the manuscript Rigosi et al, “A new, fluorescence-based method for visualizing the pseudopupil and assessing optical acuity in the dark compound eyes of honeybees and other insects” accepted in Scientific Reports (DOI: 10.1038/s41598-021-00407-2). Please check the Methods section for a description of the analysis of the eye map obtained with these images.<br> Note that all the images are 16-bit.
description: This research was supported by the Swedish Research Council (VR 2018-03452 to DOC and VR 2016-04014 to EJW) and Formas (project grant 2018-01218 to DOC and ER).
DOI: 10.34943/5634b4b7-fc5b-4fd0-9c9e-dbd2bd991a3a
title: Patricia Bay Camera System Deployed 2012-08-11

description: The Olympus C-8080Z Digital Still Camera 309103511 was deployed on 2012-08-11 at Patricia Bay. Patricia Bay is located in the Saanich Inlet, on the southern tip of Vancouver Island. This device is a Camera System. Camera systems are comprised of cameras, plus ancillary devices like pan, tilt, lights, and lasers. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 2.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.6084/m9.figshare.16882417
title: Source data of microarray.zip

description: This is the microarray data sets for the study titled "Host-genotype-Dependent Heritable Cecal Microbes are Linked to Metabolites in Chicken Breast Muscle".<b></b>
DOI: 10.6084/m9.figshare.16882417.v1
title: Source data of microarray.zip

description: This is the microarray data sets for the study titled "Host-genotype-Dependent Heritable Cecal Microbes are Linked to Metabolites in Chicken Breast Muscle".<b></b>
DOI: 10.25934/pr00007477
title: Dummy request - upload added data for study 105640 for request 5940

description: (See the original proposal)
DOI: 10.7799/1827365
title: NREL Green Power Data 2020

description: This data book provides certain data behind figures and tables found in the NREL presentation "Status and Trends in the Voluntary Market (2020 Data)." These data reflect estimates based on the best available data.
DOI: 10.3886/e153381v1
title: Oxytocin increases perceived competence and social-emotional engagement with brands

description: Data set in XLS and codebook.
DOI: 10.5281/zenodo.5602663
title: profiles of chlorophyll and photosynthetically available radiation (PAR) from Bio-Argo float measurements for 2013-2020 interpolated on regular 2 m grid for the World Ocean

description: The dataset includes profiles of chlorophyll and photosynthetically available radiation (PAR) from Bio-Argo float measurements for 2013-2020 interpolated on regular 2 m grid for the World Ocean Data was collected from open archive (<em>Argo float data and metadata from Global Data Assembly Centre (Argo GDAC)) </em>https://doi.org/10.17882/42182 Global array of Bio-Argo floats equipped with Chl (mg m−3) and PAR(μmol photons m-2 s-1) sensors at -60°S..60°N was used in this study. Data for 2013-2020 was downloaded from the IFREMER data archive (ftp://ftp.ifremer.fr/, https://doi.org/10.17882/42182). It includes 464 floats measuring Chl (~ 70000 profiles), and 167 floats measuring both PAR (~26000 profiles) and Chl. Before the analysis, the measurements of each Bio-Argo buoy were visually checked to filter the outliers in Chl or PAR data. After visual analysis about 1600 profiles of PAR and 2800 profiles of Chl were excluded from the dataset. Chl (mg m−3) was retrieved from a Chl fluorometer (excitation at 470 nm; emission at 695 nm) sensors of three types (FLBB, ECO-Triplet, or MCOMS). We use the raw fluorescence-based estimates of Chl (product “non-adjusted Chl”) derived directly from the measurements of fluorescence with factory calibration coefficients without the corrections on non-photochemical quenching, CDOM fluorescence, and other effects (see (http://www.argodatamgt.org/Documentation)). A multispectral ocean color radiometer (OCR-504, SATLANTIC Inc.) was used to measure PAR. Only instantaneous PAR measurements made within ± 1.5 hours from noon (10:30-13:30 hours) were used. Then the data from all buoys were interpolated on regular 2-m grid and included in one dataset.
DOI: 10.5281/zenodo.5602662
title: profiles of chlorophyll and photosynthetically available radiation (PAR) from Bio-Argo float measurements for 2013-2020 interpolated on regular 2 m grid for the World Ocean

description: The dataset includes profiles of chlorophyll and photosynthetically available radiation (PAR) from Bio-Argo float measurements for 2013-2020 interpolated on regular 2 m grid for the World Ocean Data was collected from open archive (<em>Argo float data and metadata from Global Data Assembly Centre (Argo GDAC)) </em>https://doi.org/10.17882/42182 Global array of Bio-Argo floats equipped with Chl (mg m−3) and PAR(μmol photons m-2 s-1) sensors at -60°S..60°N was used in this study. Data for 2013-2020 was downloaded from the IFREMER data archive (ftp://ftp.ifremer.fr/, https://doi.org/10.17882/42182). It includes 464 floats measuring Chl (~ 70000 profiles), and 167 floats measuring both PAR (~26000 profiles) and Chl. Before the analysis, the measurements of each Bio-Argo buoy were visually checked to filter the outliers in Chl or PAR data. After visual analysis about 1600 profiles of PAR and 2800 profiles of Chl were excluded from the dataset. Chl (mg m−3) was retrieved from a Chl fluorometer (excitation at 470 nm; emission at 695 nm) sensors of three types (FLBB, ECO-Triplet, or MCOMS). We use the raw fluorescence-based estimates of Chl (product “non-adjusted Chl”) derived directly from the measurements of fluorescence with factory calibration coefficients without the corrections on non-photochemical quenching, CDOM fluorescence, and other effects (see (http://www.argodatamgt.org/Documentation)). A multispectral ocean color radiometer (OCR-504, SATLANTIC Inc.) was used to measure PAR. Only instantaneous PAR measurements made within ± 1.5 hours from noon (10:30-13:30 hours) were used. Then the data from all buoys were interpolated on regular 2-m grid and included in one dataset.
DOI: 10.5281/zenodo.5602667
title: Gauge adjusted radar data for the Namoi Catchment in Australia

description: Within the Horizon 2020 Project WaterSENSE (grant agreement No 870344) a modular approach was developed to provide different stakeholders with the required precipitation information. An operational high-quality rainfall grid was set up for the Namoi catchment in Australia based on rain gauge adjusted radar data. Before the gauge adjustment several correction filters were applied to the original data. The original radar and rain gauge data was obtained from the Bureau of Meteorology (https://www.openradar.io/operational-network). The gauge adjusted radar data will serve as a benchmark for alternative precipitation data.<br>
description: The file format is HDF5 ODIM and the data covers the period from April 2020 until October 2020.