cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5285/4a9654136a7148e39b7feb56f8bb02d2
title: ESA Sea Surface Temperature Climate Change Initiative (SST_cci): Level 4 Analysis product, version 3.0

description: This dataset provides daily-mean sea surface temperatures (SST), presented on global 0.05° latitude-longitude grid, spanning 1980 to present. This is a Level 4 product, with gaps between available daily observations filled by statistical means.

The SST CCI Analysis product contains estimates of daily mean SST and sea ice concentration. Each SST value has an associated uncertainty estimate. 

The dataset has been produced as part of the version 3 Climate Data Record (CDR) produced by the European Space Agency (ESA) Climate Change Initiative Sea Surface Temperature project (ESA SST_cci). The CDR accurately maps the surface temperature of the global oceans over the period 1980 to 2021 using observations from many satellites, with a high degree of independence from in situ measurements. The data provide independently quantified SSTs to a quality suitable for climate research. 

Data from 2022 onwards are provided as an Interim Climate Data Record (ICDR) and will be updated daily at one month behind present. The Copernicus Climate Change Service (C3S) funded the development of the ICDR extension and production of the ICDR during 2022. From 2023 onwards the production of the ICDR is funded by the UK Earth Observation Climate Information Service (EOCIS) and Marine and Climate Advisory Service (MCAS). 

This CDR Version 3.0 product supersedes the CDR v2.1 product. Compared to the previous version the major changes are: 

* Longer time series: 1980 to 2021 (previous CDR was Sept 1981 to 2016) 

* Improved retrieval to reduce systematic biases using bias-aware optimal methods (for single view sensors) 

* Improved retrieval with respect to desert-dust aerosols 

* Addition of dual-view SLSTR data from 2016 onwards 

* Addition of early AVHRR/1 data in 1980s, and improved AVHRR processing to reduce data gaps in 1980s 

* Use of full-resolution MetOp AVHRR data (previously used ‘global area coverage’ Level 1 data) 

* Inclusion of L2P passive microwave AMSR data 

Data are made freely and openly available under a Creative Commons License by Attribution (CC By 4.0) https://creativecommons.org/licenses/by/4.0/ 

When citing this dataset please also cite the associated data paper: 

Embury, O., Merchant, C.J., Good, S.A., Rayner, N.A., Høyer, J.L., Atkinson, C., Block, T., Alerskans, E., Pearson, K.J., Worsfold, M., McCarroll, N., Donlon, C. Satellite-based time-series of sea-surface temperature since 1980 for climate applications. Scientific Data 11, 326 (2024). https://doi.org/10.1038/s41597-024-03147-w
DOI: 10.60520/ieda/113106
title: Sample Preparation, Analytical Methods and Complete Analytic Results for Pallasite Olivines

description: This online dataset consists of several files that include the information that was used to develop a petrologic interpretation of the origin of pallasite meteorites as given in the parent publication (Related Publication #1). A narrative document includes information on the pallasite olivine samples studied, details of sample preparation, descriptions of the analytical methodology and data reduction, comparisons of the analytical results determined by different techniques and with literature data, and miscellaneous additional information that is mentioned in the parent publication. This file includes Tables S1 to S3 and Figures S1 to S10. Full analytical results are given in three separate spreadsheet files, one for each technique used: electron microprobe analysis (Tables E1 to E6); instrumental neutron activation analysis (Tables I1 and I2); and laser ablation inductively coupled plasma mass spectrometry (Tables L1 to L3). The tables in these files include individual analyses, averages by sample and averages by meteorite.
description: David W. Mittlefehldt, (2024), "Geochemistry of Pallasite Olivine and the Origin of Pallasites." Geochimica et Cosmochimica Acta, in preparation
DOI: 10.57982/ng1v-pz07
title: Environmental Influences on Child Health Outcomes (ECHO)-wide Cohort

description: The National Institutes of Health launched the Environmental Influences on Child Health Outcomes (ECHO) initiative in September 2016. The Program focuses on five pediatric outcome areas: obesity, neurodevelopment, upper and lower airways, pre-, peri-, and postnatal outcomes, and positive health. The ECHO-wide Cohort Study incorporates longitudinal data on a growing 30,000 pregnancies and 50,000 children from 69 pediatric cohorts to investigate how exposure to environmental factors — including physical, chemical, biological, social, behavioral, natural, and built environments — impact child health and development. By bringing data together into one large ECHO-wide Cohort, scientists can address questions that no single cohort, or a few working together, can answer. Most of the cohorts existed prior to ECHO, bringing a wealth of extant data for compilation and harmonization, in addition to standardized collection of new essential and recommended data elements. Data available in DASH are based on an August 31, 2021 data lock.
DOI: 10.6084/m9.figshare.27436206
title: Supplementary Material for: A territory wide follow-up of primary and secondary extramammary Paget disease of two decades – effects of local disease on survival

description: Introduction
Extramammary Paget disease (EMPD) is an uncommon malignant cutaneous neoplasm that are divided into primary and secondary forms. In this multicenter study, histologically proven cases of primary and secondary EMPD were reviewed for clinical outcomes with subgroup analysis for secondary EMPD.

Methodology
Cases of EMPD were identified from pathology report of the involved institutions over a period of over two decades. Cases of secondary EMPD were identified review of case notes, radiology, and pathology reports. Clinicopathological and outcome data were retrieved for statistical analysis.

Results
A total of 109 cases were retrieved, including 19 cases of secondary EMPD, most commonly associated with colorectal (n=6), anal (n=5) and prostatic carcinomas (n=3). A difference was observed between older age and secondary (versus primary) EMPD (p=0.016), but no differences were seen in other clinico-demographical parameters. Male sex (p=0.018), age over 60 years old (p=0.004) and involvement of margins (resectable) (p=0.018) were associated with shorter OS. For DSS, involvement of margins (p=0.009) was an adverse predictor. Secondary EMPD had a shorter DSS than primary EMPD (p=0.005). Multivariable analysis confirmed all above associations (p&lt;0.05). In subgroup analysis for secondary EMPD, margin involvement remained associated with shorter OS (p = 0.007) and DSS (p = 0.003). 

Conclusions
Secondary EMPD is associated with poorer outcomes. Margin involvement is strong and independent indicator of shorter OS and DSS, including secondary EMPD. Resectability is a strong predictor of favorable outcome and excision with clear margins should be attempted when surgically feasible.
DOI: 10.17632/6gx487xb4c.5
title: OntoGamif ontology: A modular ontology for the gamification domain

description: OntoGamif is an ontology to describe the gamification domain. It is intended to be an agreed upon representation of the domain in order to facilitate communication between stockholders all along the gamification process. The OntoGamif addresses 7 sub-domains concerning, respectively, gamification core concepts, organizational concepts, evaluation concepts, psychological concepts, ethical concepts, risk concepts and concepts related to the user. Each concept is annotated as follows: - Description/ definition of the concept. - Reference code: The code of the reference where the concept has been extracted. - Title: Title of the paper where the concept has been extracted. - Authors: Authors of the paper where the concept has been extracted. The list of all the references as well as the competency questions used to build the ontology with their corresponding codes is also present. Moreover, we include the owl file of OntoGamif grounded on SUMO ontology. The human readable documentation of OntoGamif is available at: https://tinyurl.com/OntoGamif . The paper with all details about OntoGamif : R. Bouzidi, A. De Nicola, F. Nader, and R. Chalal. OntoGamif: a Modular Ontology for Integrated Gamification. Applied Ontology, 14(3), 2019 (https://doi.org/10.3233/AO-190212).
DOI: 10.18712/nsd-nsd2978-v3
title: Party-Interest Group Relationships in Contemporary Democracies (PAIRDEM) datasets

description: The Party-Interest Group Relationships in Contemporary Democracies (PAIRDEM) datasets include cross-national data from three different surveys of 1) central party organizations (PAIRDEM_CPOsurvey_final), 2) legislative party groups (PAIRDEM_PPsurvey_final), and 3) interest groups (PAIRDEM_IG_survey_final). A fourth dataset (PAIRDEM-PPDB_data_v1_2_final) on coding of party statutes and party finance data was established together with the Political Party Database (PPDB). 

The datasets contain novel indicators on party-group relationships in up to 21 mature democracies and can be used to answer a variety of possible research questions. The datasets enable researchers and students to examine party group ties from both sides - within and outside the legislative arena - and thus cover a range of different relational aspects including new indicators such as groups' input to parties' decision-making processes.

The datasets cover the following countries: Australia, Austria, Belgium, Canada, Denmark, Finland, France, Germany, Iceland, Ireland, Israel, Italy, Japan, Luxembourg, the Netherlands, New Zealand, Norway, Sweden, Switzerland, the United Kingdom and the United States. See below for more information on which countries included in which dataset.

Here you can find all the PAIRDEM datasets, codebooks, survey scripts and documentation reports. For more information on the project we refer to our research note in Party Politics (DOI forthcoming) and the survey documentation reports. See also the project website: https://pairdem.org/

See documentation reports for the accurate dates for the different surveys.

When using these datasets please cite: 

Elin Haugsgjerd Allern, Vibeke Wøien Hansen, Lise Rødland, Maiken Røed, Heike Klüver, Cal Le Gall, David Marshall, Simon Otjjes, Thomas Poguntke, Anne Rasmussen, Sabine Saurugger, and Christopher Witko. (2022). Introducing the Party Interest Group Relationships in Contemporary Democracies (PAIRDEM) Datasets. Party Politics https://doi.org/10.1177/13540688221075591 

Allern, Elin Haugsgjerd & Hansen, Vibeke Wøien. (2022). Party-Interest Group Relationships in Contemporary Democracies (PAIRDEM) datasets [Data set]. Sikt - Norwegian Agency for Shared Services in Education and Research. https://doi.org/10.18712/NSD-NSD2978-V3
DOI: 10.25318/2210011501-eng
title:  Smartphone use and smartphone habits by gender and age group

description: Percentage of smartphone users by selected smartphone use habits in a typical day.
DOI: 10.25781/kaust-3ih9l
title: Green turtle tracking leads the discovery of seagrass blue carbon resources

description: This is a collection of seagrass sites collected from previous literature
DOI: 10.5281/zenodo.10685571
title: Supporting datasets for CNNs-lightning prediction paper

description: This repository contains supporting data for the manuscript titled "Predicting Cloud-to-Ground Lightning in the Western United States from the Large-Scale Environment using Explainable Neural Networks" by Kalashnikov et al. (2024). Please contact me with any questions at dmitri.kalashnikov@wsu.edu. -Dmitri
DOI: 10.5281/zenodo.10940358
title: High-resolution simulations of Mediterranean windstorm Adrian with the Meso-NH atmospheric model

description: The dataset provides numerical simulations of Mediterranean windstorm Adrian of 29 October 2018 at two horizontal resolutions and using different representations of surface turbulent fluxes at the air-sea interface. The simulations are run with the Meso-NH non-hydrostatic mesoscale atmospheric model of the French research community, version 5.4, freely available under CeCILL-C license agreement: http://mesonh.aero.obs-mip.fr/

The data is formatted in Network Common Data Form (NetCDF) using the CF Metadata Conventions and standard Meso-NH names for physical variables. The data files are named as following: EXP.N.CONTENT.nc



EXP describes the numerical experiment (name of the parameterization of surface turbulent fluxes or their absence) 

N the horizontal resolution (1=1000m, mesoscale simulation; 2=200m, large-eddy simulation) 

CONTENT the type of data (3D zoom over the windstorm center or vertical profiles in the same area at 1530 UTC, or 2D surface fields every 6 min from 12 to 18 UTC)
DOI: 10.5281/zenodo.13138160
title: DATA SET: Near-infrared diffuse optical characterization of human thyroid using ultrasound-guided hybrid time-domain and diffuse correlation spectroscopies

description: This repository contains the data sets of the article:

P. Fernández Esteberena et al. (2024). Near-infrared diffuse optical characterization of human thyroid using ultrasound-guided hybrid time-domain and diffuse correlation spectroscopies. Biomedical Optics Express. https://doi.org/10.1364/BOE.538141
description: Acknowledgements: This work has received funding from: the European Union's Horizon 2020 research and innovation programme under grant agreements No. 688303 (LUCA), No. 871124 (LASERLAB-EUROPE V), No. 101016087 (VASCOVID), No. 101017113 (TINYBRAINS), 101099093 (Prometeus), No. 101099291 (fastMOT), Fundació CELLEX Barcelona, Fundació Mir-Puig, Agencia Estatal de Investigación (PHOTOMETABO, LUX4MED/MEDLUX, PID2019-106481RB-C31/10.13039/501100011033, PID2023-151973OB-I00 PHOTOSHOCK, PID2023-147553OB-I00 SCOSWear), the ``Severo Ochoa'' Programme for Centres of Excellence in R\&D (CEX2019-000910-S), Generalitat de Catalunya (CERCA, AGAUR-2019-FI\_B-00968, AGAUR-2022-SGR-01457, RIS3CAT-001-P-001682 CECH, Secretaria d'Universitats i Recerca del Departament d'Empresa i Coneixement de la Generalitat de Catalunya, the European Social Fund, FEDER). We thank the subjects who generously participated in this study.

Disclosure: The role of all the companies (HemoPhotonics S.L., Vermon SA, IMV Imaging) and their employees involved has been defined by the project objectives, tasks, and work packages and has been reviewed by the European Commission (European Union's Horizon 2020 research and innovation programme, LUCA project, grant agreement No. 688303). ICFO has equity ownership in the spin-off company HemoPhotonics S.L. and UMW is the CEO. TD and UMW are inventors of relevant patents. MB, DC, ADM and AT are co-founders of PIONIRS s.r.l., a spin-off company from Politecnico di Milano (Italy), and MB is the CEO of the company. Their involvement in the study primarily preceded the company's foundation. All potential financial conflicts of interest and research  objectivity were monitored by ICFO's Knowledge \& Technology Transfer Department.
DOI: 10.5281/zenodo.13329115
title: Amplified secondary organic aerosol formation induced by anthropogenic–biogenic interactions in forests around megacities

description: The measured data for the manuscript "Amplified secondary organic aerosol formation induced by anthropogenic–biogenic interactions in forests around megacities "
DOI: 10.5281/zenodo.13527103
title: FluxByCldTyp Ed4 19 years of regional averaged data

description: This data is the 8 regional averages of fluxes and cloud properties for 42 cloud types defined by 7 pressure levels and 6 cloud optical depths over 19 years of FluxByCldTyp Ed4 1x1 gridded daily data (https://ceres.larc.nasa.gov/data/)
DOI: 10.5281/zenodo.13731084
title: Seasonal Variability in Baffin Bay

description: This archive contains data and MATLAB code used to generate figures in the paper "Seasonal Variability in Baffin Bay". Original model outputs and files for the experiment used in this paper are available upon request.
DOI: 10.5281/zenodo.13960009
title: PHI-base 5 web display issue tracker Nov 2021 to Sept 2024 with closed issues
title: PHI-base 5 web display issue tracker on GitHub

description: Closed GitHub issues are listed for the PHI-base 5 web display for the period 08/11/2021 to 17/09/2024.
DOI: 10.5281/zenodo.4420042
title: Data Documentation Erdgas-BRidGE – Input data for modeling the power, building, and gas sector

description: This data documentation provides data representing parts of the power, the building and gas sector, which have been compiled within the research project Erdgas-BRidGE (Erdgas - Bedeutung und zukünftige Rolle in der deutschen (German) Energiewende). The aim of this documentation is to increase the transparency of input data for energy modeling in the German context. Therefore, the report Erdgas-BRidGE_Data_Documentation_Report (2021).pdf documents the data collected and processed in the course of the project. Furthermore, the data set Erdgas-BRidGE_Dataset (2021).xlsx provides the compiled or further processed data with separate table sheets. The script available under the file name PythonCodeToProcessCapacityBookings.zip has been used to process historical capacity bookings. The modifications of the version 1.1.0 – compared to the previous version 1.0.0 – include the following updates: Minor formal corrections in the report An adjustment in the calculation basis of the district heating profiles Correction of an error in the calculation of the absolute number of individual type buildings in the database for the German building stock. Erdgas-BRidGE is a joined effort by the Energiewirtschaftliches Insitut an der Universität zu Köln (ewi) and the Chair of Energy Economics at the Technische Universität Dresden (TUD-EE2). The project was funded by the Federal Ministry for Economic Affairs and Energy through the grant "Erdgas-BRidGE", FKZ: 03ET4055A and FKZ: 03ET4055B.
DOI: 10.57982/krdx-yh31
title: Next Generation Health Study

description: The goal of the NEXT Generation Health Study was to examine trajectories of adolescent health and health behaviors through the transition from high school to emerging adulthood.  Data was collected annually for seven years (2010 – 2017) from a national probability sample of adolescents.  The cohort was tracked from 10th grade through four years post-high-school, permitting a unique opportunity to examine predictors of changes in health behaviors and mental health during significant family, education, and/or career transitions.  Self-report of health status, health behaviors, and health attitudes were collected via annual in-school (Wave 1) and online surveys (Wave 2 through Wave 7).  Anthropometric measurements (height, weight, waist circumference) were gathered on all participants during the first three assessments. Additional biomarker and anthropometric data (Waves 1-4) were obtained on a small subsample of participants.
DOI: 10.6084/m9.figshare.20859589
title: Active restoration efforts drive community succession and assembly in a desert during the past 53 years

description: The data and code are from "Active restoration efforts drive communitysuccession and assembly in a desert during the past 53 years".
DOI: 10.6084/m9.figshare.27437316
title: Supplementary Material for: Incidence of Adult Primary Immunoglobulin A Nephropathy Among a Racially/Ethnically Diverse Population in the United States

description: Introduction: IgA nephropathy (IgAN), a leading cause of kidney failure worldwide, is one of the most common forms of primary glomerulonephropathy with variability by race and ethnicity. Using a diverse cohort within a large integrated health system in the United States (US), we identified and characterized patients with biopsy-proven IgAN and report annual incidence rates across racial/ethnic groups and standardized to the US nationally. Methods: Cross sectional study between 1/1/2010 through 12/31/2021 within Kaiser Permanente Southern California was performed. Patients (age&gt;/=18years) who underwent a native kidney biopsy and identified as primary IgAN comprised the study population. Laboratory, demographic, and co morbidity information obtained from electronic health records. Annual incidence rates were calculated for biopsy-proven IgAN (per 100,000 person-years) and standardized to 2020 US Census. Results: Of 9,392 individuals who underwent kidney biopsy, 606 adult patients identified with primary IgAN. Crude annual IgAN incidence rates ranged from 1.3 to 2.2 (per 100,000 person years). US census standardized incidence rate (CI) of IgAN was 1.4 (0.8, 2.0) per 100,000 person years in the 12-year period. Incidence rate (per 100,000 person years) was highest among Asian/Pacific Islanders (4.5) and Hispanics (1.7) and lowest among Whites (1.2) and Blacks (0.6). Median eGFR was 51 ml/min with median uPCR 1.8g/g. Conclusion: Among a large diverse US population within Southern California, we observed an IgAN incidence rate of 1.7 which estimated to a standardized US incidence of 1.4 (per 100,000 person years) within a 12-year period. Patients appear to be diagnosed at more advanced disease given the eGFR and uPCR at biopsy.
DOI: 10.7267/br86bc57n
title: Shallow cumulus rain drop evaporation and isotope model notebooks
title: rain drop evaporation and isotope model v.0.1

description: Julia functions model the thermodynamics,
raindrop microphysics, and stable water isotope physics to
predict the size and isotope concentration of raindrops as
they fall from cloud base.
The model implements a version of the Stewart (1975)
and Craig and Gordon (1965) equations for flux of 
the isotope ratio from evaporating rain drops. 
Simulations are performed for rain drop size 
distributions and water vapor observed 
below shallow cumulus clouds (Sarkar et al. 2023), and
for idealized experiments illustrating the roles of 
environmental exchange and distillation by 
equilibrium and diffusive fractionation. 
Improved numerics allow for finely resolving the effect
of differential diffusion of isotopes especially as
drops near complete evaporation.
DOI: 10.13020/8fzw-ej78
title: Data for Chiral Optical Properties of Metasurfaces Comprised of Chiral Media: Effects of Geometric and Material Chirality

description: Chiral nanomaterials and metamaterials are the subject of intense recent interest, but the principles that govern their design can be challenging to identify. With the emergence of a host of new chiral molecules and nanocrystals, metamaterials can be created from materials that are intrinsically chiral, potentially enhancing chiroptical properties by combining geometrical and material factors. To take advantage of this, we first need to deconvolute the distinct and sometimes competing effects of geometric and material chirality on chiroptical properties. Here, we investigate the role of the meta-atom geometry, optical resonances, and chirality of the constituent medium on the optical chirality enhancement, circular dichroism (CD), g-factor, and relative transmission of LCP versus RCP light (∆T) in metasurfaces comprised of chiral material. We find that overlapping Mie-like resonances in nanodisk arrays lead to 6-fold CD enhancement compared to a uniform film. Our analysis also suggests that making the medium chiral does not necessarily increase CD or g-factor; enhancement in the CD and optical chirality depend on the magnitude of the Pasteur parameter as well as its real and imaginary components. As a demonstration of how geometric and material chirality can be combined to enhance chiroptical properties, we design a geometrically chiral meta-atom out of chiral media and observe over 9-fold enhancement in both CD and g-factor compared to a metasurface comprised of achiral material. This work systematically investigates different approaches to tailoring a chiral response from nanostructured arrays and provides design rules that can be broadly applied to metastructures comprised of chiral media.
description: Data includes the processed COMSOL simulation results in .csv format for each manuscript figure.