cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57932/4227962d-029b-4563-bd6d-aabc453568a2
title: Strength of TROPOMI Satellite Observations in Retrieving Hourly Resolved Sources of Volcanic Sulfur Dioxide by Inverse Modeling

description: Volcanic eruptions release sulfur dioxide (SO2) gas, affecting air quality, ecosystems, aviation, and potentially climate. To comprehensively assess these atmospheric effects as well as local volcanic hazards, high-temporal-resolution information on SO2 mass flux and injection height is crucial and can be delivered on an hourly basis by inverse modeling. We show here the strength of assimilating high-spatial-resolution SO2 column measurements from Sentinel-5P/TROPOMI hyperspectral observations, compared to coarser resolution Suomi-NPP/OMPS data, through inverse modeling using the CHIMERE Eulerian chemistry-transport model. As a case study, we investigate the dynamics of the 2018 Ambrym eruption (December 13–18, Vanuatu) starting with the extrusion of an intra-caldera lava flow, coinciding with lava lake draining, followed by the lateral propagation of a voluminous intrusion of magma triggering a submarine eruption. Prior to this eruption marking the end of a decades-long sustained passive degassing associated to lava lake activity, Ambrym held the distinction of top ranking volcanic SO2 emitters in the world. The assimilation of TROPOMI data by inverse modeling proves efficient for accurately characterizing Ambrym SO2 emissions during periods of intense degassing that can be strongly underestimated with OMPS data. We show that this advantage relies on the high spatial resolution of TROPOMI observations which allows for robustly capturing near-source highly concentrated SO2 plumes emitted a few hours before satellite overpass. TROPOMI measurements, also facilitate the detection of volcanic SO2 even at the noisy swath edges, thanks to a superior signal-to-noise ratio and less pixel geometric distortion than OMPS. This distinctive attribute of TROPOMI has enabled the characterization of pre-eruptive SO2 emissions missed by OMPS. Moreover, our inverse modeling procedure effectively discerns, and traces hidden SO2 plumes beneath clouds by assimilating SO2 column data from successive satellite overpasses, hence mitigating satellite retrieval limitations. Furthermore, this approach proves to be less susceptible to interference from ash emissions, as compared to flux estimation derived from near-source observations by the geostationary Himawari-8/AHI sensor. Our study unveils that the 2018 Ambrym eruption discharged approximately 42 +/-16 kt (by OMPS) to 52+/-13 kt (by TROPOMI) of SO2 during the event. The hourly-resolved SO2 flux time series retrieved by inverse modeling sheds light on the eruption’s progression, pinpointing distinct sources of SO2 emissions from either lava flow or shallow magma intrusions. In summary, the assimilation of TROPOMI data into inverse modeling procedures holds substantial promise for advancing our comprehension of magma transport and the environmental repercussions associated with volcanic eruptions.
DOI: 10.15468/dl.qkt3tq
title: Occurrence Download

description: A dataset containing 332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Thorellius intrepidus (Thorell, 1876)",
 "Year 1970-2024"
 ]
}

 The dataset includes 332 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011391-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-40359
title: Claims (GX 11886 - GX 12297), 1986

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1986. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.j4b1bw
title: Occurrence Download

description: A dataset containing 576 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Megachile montivaga Cresson, 1878",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 576 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002408-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-33949
title: Claims (GX 11352 - GX 11885), 1986

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1986. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.xq9bn8
title: Occurrence Download

description: A dataset containing 602574 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Triticum aestivum L."
 ]
}

 The dataset includes 602574 records from 1056 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001262-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfqc2h
title: Occurrence Download

description: A dataset containing 918 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lissorhoptrus oryzophilus Kuschel, 1952"
 ]
}

 The dataset includes 918 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004097-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.929389
title: China global Merged Surface Temperature dataset (CMST-Interim) - upgraded version

description: A new global ST dataset, the China Merged Surface Temperature (CMST) dataset is developed recently. CMST is created by merging the China-Land Surface Air Temperature (C-LSAT) with the sea surface temperature (SST) data from the Extended Reconstructed Sea Surface Temperature version 5 (ERSSTv5). readme of the data files CMST The CMST（China Merged Surface Temperature） is produced by merging data from the C-LSAT land surface air temperature dataset and the ERSSTv5 sea-surface temperature dataset.-------------------------------------------------------------------------------------------------------------------All values are stored as temperature anomalies in degrees celsius Missing data are set to the value -999.99 Grids are 5x5deg monthly reference_period = [1961 1990] Time：190001-201812（size：1416） Data Array (36x72) Item (1,1) stores the value for the 5-deg-area centred at 0° and 87.5°S Item (36,72) stores the value for the 5-deg-area centred at 360° and 87.5°N
description: This is the updated version of CMST: https://doi.org/10.1594/PANGAEA.919662.
DOI: 10.18712/nsd-nsd3134-v1
title: Norwegian Election Survey 2021

description: The Norwegian Election Survey was conducted in the fall of 2021. The purpose of the survey was to describe voter turnout, political orientation, and attitudes towards political issues among the population. The 2021 parliamentary election survey was funded by the Institute for Social Research (ISF).

For the survey, 3,200 individuals between the ages of 18 and 79 were randomly selected from the Population Register. Half of these individuals were also part of the sample for the 2017 parliamentary election survey, while the rest were newly selected this year.

The survey was conducted as a combined telephone and web survey, and 50 percent of the sample was interviewed. The main reasons for not receiving responses from everyone were that some individuals did not want to participate and that contact could not be established with all individuals in the sample during the data collection period.
DOI: 10.25326/12
title: Reanalyzed daily IASI/Metop-A ULB-LATMOS ammonia (NH3) L2 product (total column)

description: The reanalyzed IASI/Metop-A daily ammonia (NH3) total column dataset (ANNI-NH3-v2.2R-I), described in [Van Damme et al.](https://www.atmos-meas-tech.net/10/4905/2017/) (2017) includes the results of a flexible and robust NH3 retrieval algorithm from measurements of the Infrared Atmospheric Sounding Interferometer (IASI). The method is based on the calculation of a spectral hyperspectral range index (HRI) and subsequent conversion to NH3 columns via a neural network. With this method: (1) complete temperature and humidity vertical profiles can be accounted for, (2) third‐party NH3 vertical profile information can be used, and (3) a full measurement uncertainty characterization is provided. Separate neural networks were trained for land and sea observations.  ANNI-NH3-v2.2R-I relies on ERA-Interim ECMWF meteorological input data, along with surface temperature retrieved from a dedicated network, rather than the operationally provided Eumetsat IASI Level 2 data used for the standard version, which is also available on AERIS Website [NH3_standard](https://en.aeris-data.fr/metadata/?dc9dcce0-9324-451b-8d79-2d6df3094068). Recommendations for post-filtering the data and for averaging data in time or space are formulated in [Van Damme et al.](https://www.atmos-meas-tech.net/10/4905/2017/) (2017). The dataset is available on a global scale from October 2007. For inter-annual comparisons and trends analyses, this dataset can be used. The dataset is available on a global scale from January 2008 till December 2016. The homogeneous record of reanalysed NH3 columns is only provided until end of 2016 because of a change in the IASI Level 1 information treatment in 2017 for Metop-A.

Current Version: V2.2.0R-I, available since 2018-06-15
DOI: 10.25326/13
title: Reanalyzed daily IASI/Metop-B ULB-LATMOS ammonia (NH3) L2 product (total column)

description: The reanalyzed IASI/Metop-B daily ammonia (NH3) total column dataset (ANNI-NH3-v2.2R-I), described in [Van Damme et al.](https://www.atmos-meas-tech.net/10/4905/2017/) (2017) includes the results of a flexible and robust NH3 retrieval algorithm from measurements of the Infrared Atmospheric Sounding Interferometer (IASI). The method is based on the calculation of a spectral hyperspectral range index (HRI) and subsequent conversion to NH3 columns via a neural network. With this method: (1) complete temperature and humidity vertical profiles can be accounted for, (2) third‐party NH3 vertical profile information can be used, and (3) a full measurement uncertainty characterization is provided. Separate neural networks were trained for land and sea observations.  ANNI-NH3-v2.2R-I relies on ERA-Interim ECMWF meteorological input data, along with surface temperature retrieved from a dedicated network, rather than the operationally provided Eumetsat IASI Level 2 data used for the standard version, which is also available on AERIS Website [NH3_standard](https://en.aeris-data.fr/metadata/?34c0bcea-8279-48f0-b66d-77d99d43bca9/). Recommendations for post-filtering the data and for averaging data in time or space are formulated in [Van Damme et al.](https://www.atmos-meas-tech.net/10/4905/2017/) (2017). The dataset is available on a global scale from October 2007. For inter-annual comparisons and trends analyses, this dataset can be used. The dataset is available on a global scale from January 2008 till December 2016. The homogeneous record of reanalysed NH3 columns is only provided until end of 2016 because of a change in the IASI Level 1 information treatment in 2017 for Metop-A.

Current Version: V2.2.0R-I, available since 2018-06-15
DOI: 10.25326/500
title: Reanalyzed daily IASI/Metop-C ULB-LATMOS ammonia (NH3) L2 product (total column)

description: The reanalyzed daily IASI/Metop-C ammonia (NH3) total column dataset (ANNI-NH3-v4R) includes the results of a flexible and robust NH3 retrieval algorithm from measurements of the Infrared Atmospheric Sounding Interferometer (IASI).  The method is based on the calculation of a hyperspectral range index (HRI) and subsequent conversion to NH3 columns via a neural network. With this method: (1) complete temperature and humidity vertical profiles can be accounted for, (2) third‐party NH3 vertical profile information can be used, (3) a full measurement uncertainty characterization is provided and (4) total column averaging kernels are provided.  The ANNI-v4 IASI product builds on the heritage of version 1 ([Witburn et al., 2016](https://agupubs.onlinelibrary.wiley.com/doi/full/10.1002/2016JD024828)), version 2 ([Van Damme et al., 2017](https://amt.copernicus.org/articles/10/4905/2017/)), improvements in the NN retrieval setup introduced in [Franco et al. (2018)](https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2018JD029633) and version 3  of the algorithm ([Van Damme et al., 2021](https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2018JD029633)) for the retrieval of volatiles organic compounds (VOCs). Recommendations for post-filtering the data and for averaging data in time or space are formulated in [Van Damme et al. (2017)](https://iopscience.iop.org/article/10.1088/1748-9326/abd5e0). Version 4 ([Clarisse et al., 2023](https://amt.copernicus.org/preprints/amt-2023-48/)) includes several corrections to improve consistency in time and across the different IASI instruments. It also introduces total column averaging kernels. 

ANNI-NH3-v4R relies on ERA5 ECMWF meteorological input data ([Hersbach et al., 2020](https://rmets.onlinelibrary.wiley.com/doi/full/10.1002/qj.3803)), along with surface temperature and clouds retrieved from dedicated neural networks. This contrasts with the ANNI-NH3-v4 dataset, which is also available on the AERIS website, and which relies on Eumetsat IASI Level 2 meteorological input data (temperature and humidity profiles).   For inter-annual comparisons and trends analyses, only the reanalyzed dataset should be used. 

Current Version: V4.0.0R, available since 2023-07-03

Version history: 
- V2.2.0R-I, available from 2018-06-15 to 2020-09-15
- V3.0.0R-ERA5, available from 2020-09-15 to 2022-01-14
- V3.1.0R-ERA5, available from 2022-09-14 to 2023-07-03
DOI: 10.25345/c5v97zw7n
title: MassIVE MSV000090721 - Hydrothermal Siderophore Analysis on UK GEOTRACES GA13 (FRidge)
title: Seawater samples collected around hydrothermal vent fields on UK GEOTRACES GA13 and processed with ENV solid phase extraction. Associated manuscript under review by C.L. Hoffman et al.
DOI: 10.5281/zenodo.12723194
title: Methanol (CH3OH), acetylene (C2H2), and propylene (C3H6) point-sources detected by the IASI infrared satellite instrument (2007-2023).

description: This dataset includes the super-sampled IASI 0.01° × 0.01° CH3OH, C2H2, C3H6, and SO2 HRI dataset in GeoTIFF format and the catalogue of identified and categorized point-sources of CH3OH, C2H2, and C3H6 in kml format. The oversampling, wind rotation and supersampling prorcedure and codes are available in the paper of Clarisse et al. (2019) at https://doi.org/10.5194/amt-12-5457-2019.
DOI: 10.5281/zenodo.7085724
title: Ethylene (C2H4) point-sources detected by the IASI infrared satellite instrument (2008-2020).

description: This dataset includes the super-sampled IASI 0.01° × 0.01° C<sub>2</sub>H<sub>4</sub> HRI dataset in GeoTIFF format and the catalogue of the identified and categorized C<sub>2</sub>H<sub>4</sub> point-sources in kml format (C2H4_HRI_pointsources.zip). It also includes the super-sampled IASI C<sub>2</sub>H<sub>4</sub> total columns used to calculate the emission fluxes from the analyzed point-sources (C2H4_column_pointsources.zip) and the source data needed to reproduce the figures (C2H4_SourceData.zip). The code to calculate the C<sub>2</sub>H<sub>4</sub> HRI from IASI spectra and to retrieve the C<sub>2</sub>H<sub>4</sub> total columns is provided (C2H4_codes.zip), along with the artificial neural network used for the retrievals, instructions and example data. The codes of the oversampling, wind rotation and supersampling are available in the paper of Clarisse <em>et al.</em> (2019) at https://doi.org/10.5194/amt-12-5457-2019.
DOI: 10.5291/ill-data.easy-779
title: Exploring structural phase transitions in function of temperature of the[CH3NH3][NixCo1-x(COOH)3] (x=0.25, 0.5 and 0.75) compounds
DOI: 10.5291/ill-data.easy-846
title: Determining the Ni:Co metal ratios of three [CH3NH3][NixCo1-x(COOH)3] solid solutions
DOI: 10.6084/m9.figshare.25097261.v2
title: Holocene peat Hg anomalies

description: This project examines the major explosive volcanic eruptions recorded in peat. Hg data from three peat profiles, the Hongyuan and Dangxiong peat from the Tibetan Plateau and the Pinet peat record from France, were synthesized here to support our conclusions. All the Hg data and the MATLAB script are prepared for the manuscript entitled "Tibetan peat saw Holocene global major explosive volcanic eruptions".Corresponding author: Haijun PENG, penghaijun@mail.gyig.ac.cn.
DOI: 10.25318/1310055401-eng
title: Body mass index (BMI), by age group and sex, household population aged 18 and over excluding pregnant women, Canada, provinces, territories, health regions (January 2000 boundaries) and peer groups

description: This table contains 558792 series, with data for years 2000 - 2000 (not all combinations necessarily have data for all years). This table contains data described by the following dimensions (not all combinations are available): Geography (199 items: Canada; Health and Community Services Eastern Region; Newfoundland and Labrador (Peer group D); Newfoundland and Labrador; Health and Community Services St. John's Region; Newfoundland and Labrador (Peer group H) ...), Age group (13 items: Total; 18 years and over; 18-34 years; 18-24 years; 18-19 years ...), Sex (3 items: Both sexes; Males; Females ...), Body mass index (BMI) (9 items: Total population for the variable body mass index; Overweight - BMI 25.0-29.9; Underweight - BMI under 18.5; Normal weight - BMI 18.5-24.9 ...), Characteristics (8 items: Number of persons; Coefficient of variation for number of persons; Low 95% confidence interval - number of persons; High 95% confidence interval - number of persons ...).
DOI: 10.25318/1310080501-eng
title:  Health characteristics, two-year period estimates, census metropolitan areas and population centres

description: Health characteristics, two-year period estimates, by age group and sex, Canada, provinces, territories, census metropolitan areas and population centres.
DOI: 10.5066/p93yjcbo
title: Lanai Island Spatial Prioritization of Native Plant Habitat and Hunting Areas, 2021

description: This data release includes data and metadata on all native plant species, native habitat, and hunting areas included in the spatial prioritization analyses. Broadly, recovery of threatened and endangered species requires specific management actions by natural resource managers at a fine scale. We used a systematic conservation planning framework to outline conservation goals across multiple land-uses, including native habitat protection and identifying endangered species-specific recovery areas while minimizing intrusion on existing hunting areas on the island of Lanai. We used spatial prioritization tools to generate multiple scenarios where both conservation and hunting areas (deemed zones for analysis purposes) were delineated to meet land-use goals. These delineated areas will help land managers to minimize conflicts between uses for populations of non-native game animals and the conservation and restoration of native plant species in climate resilient areas.
DOI: 10.5281/zenodo.10655168
title: Datasets for the Publication "Simulated Convective Cell and System Growth Bias Dependencies on Atmospheric Instability and Model Resolution"

description: Datasets for the Publication "Simulated Convective Cell and System Growth Biases Dependencies on Atmospheric Instability and Model Resolution"

a) Seasonal: Observed and simulated convective cell track datasets at 3-km grid spacing

b) Simulated convective cases: Multiscale convective cell track datasets at 3-km, 1-km, and 333-m grid spacing

c) WRF model setup for case runs in low and high CAPE conditions
DOI: 10.5281/zenodo.12752032
title: Topic Labels of "Dynamic Topic Modelling for Exploring the Scientific Literature on Coronavirus: An Unsupervised Labelling Technique"

description: These are the labels generated with the method proposed in the article "Dynamic Topic Modelling for Exploring the Scientific Literature on Coronavirus: An Unsupervised Labelling Technique". These labels are for the 100 and 200 DTM topic models, trained both with the whole corpus and with only the COVID-19 period data 

 

For the generation of these labels you can go to the original published work or to the linked Zenodo resource.
DOI: 10.5281/zenodo.7325154
title: FRidge GA13 Organic Ligands CSV data

description: Competitive Ligand Exchange-Adsorptive Cathodic Stripping Voltammetry samples from 11 sites along the Mid-Atlantic Ridge. Samples were collected as part of the 2017-18 FRidge (GA 13) research expedition on board the RSS James Cook.
description: {"references": ["Gledhill, M. & Buck, K. N. The organic complexation of iron in the marine environment: A review. Front. Microbiol. 3, 1\u201317 (2012).", "Omanovi\u0107, D., Garnier, C. & Pi\u017eeta, I. ProMCC: An all-in-one tool for trace metal complexation studies. Mar. Chem. 173, 25\u201339 (2015)."]}