cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/6p3mhnwmgm
title: Nigeria's AfT-Export Dataset

description: This dataset contains panel data used to analyse the impact of Aid for Trade (AfT) on Nigeria’s agricultural export performance from 2005 to 2018. The data is structured at the bilateral level, capturing Nigeria’s trade with multiple partner countries over time. It includes detailed information on bilateral exports, disaggregated Aid for Trade flows (total, economic infrastructure, productive capacity, and trade policy), control variables such as GDP, distance, real and agricultural production, as well as dummy variables capturing trade agreements, linguistic ties, and regional integration (e.g. ECOWAS membership).

The dataset supports fixed effects gravity model estimations and includes relevant economic and institutional indicators drawn from a range of sources including UN COMTRADE, OECD CRS, World Bank World Development Indicators (WDI), CEPII, and the WTO.

This dataset is made available for academic and research purposes only. While every effort has been made to ensure the accuracy and consistency of the data, the compilers make no warranties regarding its completeness, reliability, or fitness for a particular purpose. Users are advised to consult original data sources (e.g. UN COMTRADE, OECD CRS, World Bank WDI, CEPII, WTO) for official statistics and definitions.
DOI: 10.17632/6p3mhnwmgm.2
title: Nigeria's AfT-Export Dataset

description: This dataset contains panel data used to analyse the impact of Aid for Trade (AfT) on Nigeria’s agricultural export performance from 2005 to 2018. The data is structured at the bilateral level, capturing Nigeria’s trade with multiple partner countries over time. It includes detailed information on bilateral exports, disaggregated Aid for Trade flows (total, economic infrastructure, productive capacity, and trade policy), control variables such as GDP, distance, real and agricultural production, as well as dummy variables capturing trade agreements, linguistic ties, and regional integration (e.g. ECOWAS membership).

The dataset supports fixed effects gravity model estimations and includes relevant economic and institutional indicators drawn from a range of sources including UN COMTRADE, OECD CRS, World Bank World Development Indicators (WDI), CEPII, and the WTO.

This dataset is made available for academic and research purposes only. While every effort has been made to ensure the accuracy and consistency of the data, the compilers make no warranties regarding its completeness, reliability, or fitness for a particular purpose. Users are advised to consult original data sources (e.g. UN COMTRADE, OECD CRS, World Bank WDI, CEPII, WTO) for official statistics and definitions.
DOI: 10.5281/zenodo.14889709
title: Dummy

description: This repository contains an accelerator physics model benchmark using data from the Spallation Neutron Source (SNS) Beam Test Facility (BTF). We utilize PyORBIT, an s-based 3D particle-in-cell (PIC) code developed at Oak Ridge National Laboratory (ORNL). 

We include Python scripts to build a PyORBIT model of the BTF lattice, generate an initial bunch from 2D phase space measurements, track the bunch, and compare to phase space measurements at the lattice exit.

The current simulation model reproduces measured 2D phase space projections down to ~1% of the peak density. Modeling assumptions are described in markdown files within the repository and will be described in future publications.
DOI: 10.15468/dl.j3fqqy
title: Occurrence Download

description: A dataset containing 35145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Annona L."
 ]
}

 The dataset includes 35145 records from 496 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001381-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bzcqsm
title: Occurrence Download

description: A dataset containing 2588 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zeugodacus cucurbitae (Coquillett, 1899)"
 ]
}

 The dataset includes 2588 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001382-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jgewjz
title: Occurrence Download

description: A dataset containing 7178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombus diversus Smith, 1869",
 "Country is Japan",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 7178 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001383-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4fwwge
title: Occurrence Download

description: A dataset containing 7178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombus diversus Smith, 1869",
 "Country is Japan",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 7178 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001386-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xfxnxy
title: Occurrence Download

description: A dataset containing 48398 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gulo gulo (Linnaeus, 1758)"
 ]
}

 The dataset includes 48398 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001385-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14418068
title: Code and data for 'Four-dimensional variational data assimilation with a sea-ice thickness emulator'

description: All the codes written to build the datasets, train the emulator and run the 4D--Var minimization are available in nextsim-4dvar-1.

The post-processed dataset for training the emulator are in data/twin_exp. The dataset is based on neXtSIM simulation data and ERA5 forcing data and extracted from the SASIP shared data OpenDAP server:



The neXtSIM simulations were performed by Gauillaume Boutin and published in the paper "Arctic sea ice mass balance in a new coupled ice–ocean model using a brittle rheology framework" (Boutin et al., 2023) and available as Zenodo dataset (Boutin et al., 2022).

The forcing data is based on the ERA5 reanalysis dataset published in the paper: "The ERA5 global reanalysis" (Hersbach et al., 2020) and available as dataset from the Copernicus Climate Change Service (C3S, Copernicus Climate Change Service, 2023). The here used forcing data is based on the hourly reanalysis data on single levels and interpolated with nearest neighbors to the curvilinear grid as used in the output from the neXtSIM simulations. 

The same dataset can then be used to perform 4D-Var minimimzation in twin experiment case

The folder data/cs2smos contains all post-processed datasets necessary to perform real observations with CS2SMOS

CS2SMOS retrievals are publicly available here


The neural network weights are included under models.These neural network weights have been used to generate the results presented in the paper.

 

References:

Guillaume Boutin, Heather Regan, Einar Ólason, Laurent Brodeau, Claude Talandier, Camille Lique, & Pierre Rampal. (2022). Data accompanying the article "Arctic sea ice mass balance in a new coupled ice-ocean model using a brittle rheology framework" (1.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7277523

Boutin, G., Ólason, E., Rampal, P., Regan, H., Lique, C., Talandier, C., Brodeau, L., and Ricker, R.: Arctic sea ice mass balance in a new coupled ice–ocean model using a brittle rheology framework, The Cryosphere, 17, 617–638, https://doi.org/10.5194/tc-17-617-2023, 2023.

Copernicus Climate Change Service (2023): ERA5 hourly data on single levels from 1940 to present. Copernicus Climate Change Service (C3S) Climate Data Store (CDS), DOI: 10.24381/cds.adbb2d47.

Hersbach H, Bell B, Berrisford P, et al. The ERA5 global reanalysis. Q J R Meteorol Soc. 2020; 146: 1999–2049. https://doi.org/10.1002/qj.3803
DOI: 10.5439/1409033
title: aosuhsas.b1

description: aosuhsas.b1
DOI: 10.5439/1558768
title: aosacsm.b1

description: ACSM instrument measure mass loading (ug/m3) of non-refractory aerosol particles particularly organics, sulfate, chlorides, ammonium, and nitrates in real-time. The instrument is run autonomously at various ARM sites at time resolution equal to 30 minutes. Different data products are developed. The raw data (.itx and .asc) files are ingested to produce the.a0 product - the first netCDF file. These raw files are used by the mentor to calculate the mentor processed mass loadings. The .a0 files are used to develop the .b1 level product. The .b1 level data is further integrated with mentor processed data to produce .c0 level data product.
DOI: 10.6084/m9.figshare.28428989
title: Supplementary Material for: Impact of the COVID-19 pandemic on psychosocial distress in adolescents with obesity compared to those with type1 diabetes: Results from the KICK-COVID Study in Germany

description: Introduction: The aim of this study is to investigate the impact of the COVID-19 pandemic on psychosocial well-being in adolescents with obesity compared to those with type 1 diabetes. 
Methods: As part of the German KICK-COVID Study, adolescents aged 12-21 with overweight or obesity from the German/Austrian Adiposity-Follow-up-Registry (APV) completed well-being, anxiety, and depression questionnaires (WHO-5; GAD-7; PHQ-9) during routine visits amidst the COVID-19 pandemic. By multivariable linear regression models, adjusted for age, gender, and immigration background, the association between psychosocial distress, anthropometrics, and cardiometabolic risk factors was analysed. Data were compared to those of youth with type 1 diabetes from the German/Austrian Diabetes-Follow-up-Registry (DPV) and normative values from the general population. Additionally, a mediation analysis examined the impact of loneliness on mental health through media consumption. 
Results: From June 2021 to September 2023, 235 adolescents from 6 German and 1 Austrian paediatric obesity centres were enrolled. Results were compared to 235 age- and gender-matched participants from the DPV registry (54.04% males; mean age 15.21±1.66 years) and normative values. Youth with type-1 diabetes were more anxious about their health risk, but distress factors were more pronounced in the APV group (p&lt;0.001). Girls from the APV group showed higher mental distress than boys across all applied questionnaires, but not for age, BMI-SDS, and migration background as predictors. Perception of loneliness correlated with poorer mental health outcomes, but it was not associated to media consumption. Comparisons with normative values revealed significantly higher depression and anxiety scores (p&lt;0.001) and lower well-being scores in the APV group (p&lt;0.01). 
Conclusions: Youth with obesity and diabetes experienced significant psychosocial distress during the COVID-19 pandemic. Disease-specific differences were observed on the level of single items: Adolescents with type 1 diabetes expressed heightened concern about their health risks, while those with obesity reported lower self-esteem, increased suicidal thoughts, and fluctuating appetite. Female gender appeared to pose an additional risk factor. Media consumption was notably higher in the APV cohort. Healthcare providers should be vigilant regarding psychological comorbidities in youth with chronic conditions, particularly during periods of heightened stress.
DOI: 10.7289/v5h70cvx
title: EMAG2v3: Earth Magnetic Anomaly Grid (2-arc-minute resolution)

description: EMAG2v3 is a global Earth Magnetic Anomaly Grid compiled from satellite, ship, and airborne magnetic measurements. It is a significant update of the previous release of the Earth Magnetic Anomaly Grid. The resolution remains 2 arc-minutes, and the altitude of 4 km above the geoid is still supported, but an additional product, a grid that is observed at sea-level over oceanic regions, has been produced. New additions grid and track line data have been included, both over land and the oceans. Wherever available, the original shipborne and airborne data were used instead of precompiled oceanic magnetic grids. Interpolation between sparse track lines in the oceans was improved by using a kriging algorithm, which specializes in heterogeneous data distribution gridding, in order to create a compilation as true to the observed data as possible, and avoid using a priori information. The longest wavelengths (&gt;300 km) were replaced with the latests satellite lithosphere magnetic field model, MF7.
DOI: 10.1285/i22390359v54p15
title: The cognitive complexity of punctuation

description: A long-standing scientific debate has focused on the prosodic versus grammatical function of punctuation marks. In this paper, I claim that such an approach is by itself insufficient to explain the complexities of punctuation: no matter how hard we try to systematically connect punctuation with intonation, pauses and syntactic boundaries, exceptions will always turn out in usage that force us to find specific explanations in specific contexts. As an alternative, the paper explores the hypothesis that punctuation is a complex system of signs which contribute to the economy of text interpretability, indicating points in the text where cognitive processes may operate to construct a pattern which enables its interpretation in an efficient, efficacious and appropriate manner.
DOI: 10.14469/hpc/13929
title: The Mechanism and Design of Asymmetric Co-Arctate Br+ (Mobius) Atom Transfers Between Alkenes. A Computational Study

description: Ab initio calculations at the correlated MP2 and B3LYP/pVTZ level reveal that a bromine cation transfer between two alkenes involves a symmetrically 4-coordinated species which is an energy minimum in the gas phase energy profile. Electron withdrawing and donating substituents on one alkene distort the position of the bromine respectively away from and towards the substituted alkene. Alkenes strained by incorporating a trans configuration into 6-8 membered rings preferentially bind the Br cation, an equilibrium which can be tuned by using a combination of substituents and strain. The classification of such an atom transfer as a concerted coarctate reaction is discussed. Original publication: Internet Journal of Chemistry [online computer file]
Volume: 4
Pages: No pp. given, Article No. 10
Journal
2001
DOI: 10.17630/56ceed97-0a86-4684-b0a9-e454c1a7440b
title: Diameters of graphs related to groups and base sizes of primitive groups - GAP and Magma code (thesis data)

description: GAP and Magma code related to the PhD thesis "Diameters of graphs related to groups and base sizes of primitive groups"
DOI: 10.18157/qogstdjan16
title: QoG Standard Dataset 2016
DOI: 10.21338/ess9e03_2
title: ESS9 - integrated file, edition 3.2
DOI: 10.25423/cmcc/blksea_multiyear_wav_007_006_eas4
title: Black Sea Waves Reanalysis (CMEMS BLK-Wave, EAS4 system)
title: BLKSEA_MULTIYEAR_WAV_007_006

description: The wave reanalysis for the Black Sea is produced with the third generation spectral wave model WAM Cycle 6. The reanalysis is produced on the HPC at Helmholtz-Zentrum Hereon and is continuously updated every six months, covering the period since January 1979. The shallow water Black Sea version is implemented on a spherical grid with a spatial resolution of about 2.5 km (1/40° x 1/40°) with 24 directional and 30 frequency bins. The number of active wave model grid points is 74518. The model takes into account wave breaking and assimilation of satellite wave and wind data. The system provides one-hourly output and the atmospheric forcing is taken from ECMWF ERA5 data.
DOI: 10.25423/cmcc/medsea_multiyear_phy_006_004_e3r1
title: Mediterranean Sea Physical Reanalysis (CMEMS MED-Currents, E3R1 system)
title: MEDSEA_MULTIYEAR_PHY_006_004

description: The Mediterranean Forecasting System, physical reanalysis component, is a hydrodynamic model, supplied by the Nucleous for European Modelling of the Ocean (NEMO), with a variational data assimilation scheme (OceanVAR) for temperature and salinity vertical profiles and satellite Sea Level Anomaly along track data. The model horizontal grid resolution is 1/24˚ (ca. 4-5 km) and the unevenly spaced vertical levels are 141.
DOI: 10.25423/cmcc/medsea_multiyear_wav_006_012
title: Mediterranean Sea Waves Reanalysis (CMEMS Med-Waves, MedWAM3 system)
title: MEDSEA_MULTIYEAR_WAV_006_012

description: MEDSEA_MULTIYEAR_WAV_006_012 is the multi-year product (reanalysis) of the Mediterranean Sea Waves forecasting system (WAM 4.6.2), starting from Jan 1993, updated twice a year, composed by hourly wave parameters at 1/24° horizontal resolution, covering the Mediterranean Sea and extending up to 18.125W into the Atlantic Ocean. The reanalysis wave model includes an optimal interpolation assimilation scheme assimilating significant wave height along track satellite observations available through CMEMS and it is forced with 1-h, 0.25° horizontal-resolution ERA5 reanalysis 10m-above-sea-surface winds from ECMWF.
DOI: 10.25504/fairsharing.letkjt
title: FAIRsharing record for: Imperial College Research Computing Service Data Repository
title: ICRDR

description: This FAIRsharing record describes:  A lightweight digital repository for data based on the concepts of collections of filesets and the relationships between them. Both the collection and the fileset are assigned a DOI by the DataCite organisation which can be quoted in articles. Browsing and data deposition are available only when logged in. 
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.48670/moi-00181
title: Global Ocean Monthly Mean Sea Surface Wind and Stress from Scatterometer and Model
DOI: 10.5281/zenodo.12533197
title: nextGEMS cycle3 datasets: statistical summaries for streamed data from climate simulations

description: This Zenodo holds the datasets used in the paper "Statistical summaries for streamed data from climate simulations" by Katherine Grayson. All the data comes from the nextGEMS cycle 3 and has been regridded for plotting purposes with resolution given in the title of each data set. The wind speed data set has been made by taking the square root of the squared and summed v10 and u10 components respectively. All data has been retrieved and regridded through the AQUA reader on the Levante supercomputer, developed as part of the Destination Earth initative. The source code to create all the figures using this data can be found in https://github.com/kat-grayson/one_pass_algorithms_paper/tree/main
DOI: 10.5281/zenodo.14197021
title: Forecasting in vivo pharmacokinetics of metformin HCl Floating beads using Gastroplus® PBPK
DOI: 10.5281/zenodo.14367887
title: fTIR metformin figure
DOI: 10.5281/zenodo.14367914
title: plasam time figures formulations
DOI: 10.5281/zenodo.14367957
title: release metformin figure
DOI: 10.5281/zenodo.14367987
title: Metformin in vivo data
DOI: 10.5281/zenodo.14544535
title: Amount in stomach
DOI: 10.5281/zenodo.14548482
title: Regional Absorption
DOI: 10.5517/ccdc.csd.cc22yztv
title: CCDC 1935448: Experimental Crystal Structure Determination

description: Related Article: Pengbing Mi, Lirong He, Tanxiao Shen, Jing Zhi Sun, Hui Zhao|2019|Org.Lett.|21|6280|doi:10.1021/acs.orglett.9b02161
DOI: 10.5517/ccvrghj
title: CCDC 797118: Experimental Crystal Structure Determination

description: Related Article: Shi-Heng Guo, Jiao-Min Lin, Wen-Bin Chen, Xing-Quan Wei, Jing Wang, Wen Dong|2011|Jiegou Huaxue|30|965|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5519/3arpif46
title: Hans Sloane’s collection of dried plants (the Sloanean Herbarium): an inventory

description: From the early 1680s until his death in 1753, London physician Hans Sloane amassed a vast collection of objects, among which were the 121,000 plant specimens that formed his herbarium. Though most have been re-bound, and some other interventions have occurred, the plant collection is still largely organised as it was in 1753. It comprises 337 numbered horti sicci (‘dried gardens’), bound into 265 volumes. A small proportion were gathered by Sloane himself, either in and around London or in France in the early 1680s, or on his voyage to Jamaica from 1687 to 1688. However, the majority of the collection was either bought by, or bequeathed or given to Sloane by other collectors, and over 320 named individuals are represented in this herbarium. While a large proportion of the collection is European, it also includes tens of thousands of specimens from much further afield. Their geographical distribution largely reflects British trading and colonial interests, but also includes plants from parts of the Portuguese and Spanish empires, as well as from Japan and China.

This dataset provides high-level metadata for the collection. At its core is a survey of the entire herbarium, which records key information for each folio. This includes the number of specimens, illustrations or ‘manuscripts’ present, together with an indication of the presence/absence of: specimen labels; cross references to Sloane’s annotated copy of John Ray’s Historia Plantarum; common/local names in any language; usage information; names of people or places; and any modern (binomial) determinations. To this have been added the people and places identified for any given folio in The Sloane Herbarium (1958), edited by James Dandy, together with some corrections and additions.

Dandy (1958) The Sloane Herbarium has been digitised and can be accessed on Biodiversity Heritage Library: https://www.biodiversitylibrary.org/bibliography/137366

For a description of the data contained in the dataset, please read the Data Description and Change Log: https://shorturl.at/8h0Wg

This work was supported by a grant from the Arts and Humanities Research Council Towards a National Collection Programme (Grant AH/W003457/1) and a doctoral studentship from the Arts and Humanities Research Council-funded London Arts and Humanities Programme Doctoral Training Partnership (Grant AH/R012679/1).