cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7486/dri.6683b229z
title: Shapefile (line) - Countour lines with 1m interval spacing dating to 08/06/2017. The countour lines cross the coastal landscape containing the remains of a promontory fort - coastal (SMR no: KE052-270001-), a clochan (SMR no.: KE052-270003-) and a souterrain (SMR no.: KE052-270002-) located in Fahan, County Kerry.
DOI: 10.7486/dri.6d57ct97g
title: Shapefile (polygon) - Mask used for extracting raster cells from within a defined boundary for the UAV digital photogrammetry outputs and topographic relief raster visualisations, dating to the 08/06/2017, of the coastal landscape containing the remains of a promontory fort - coastal (SMR no: KE052-270001-), a clochan (SMR no.: KE052-270003-) and a souterrain (SMR no.: KE052-270002-) located in Fahan, County Kerry.
DOI: 10.5281/zenodo.14646666
title: Supporting data for thesis: Chapter 3

description: Supporting data for PhD thesis

 

Contains additional data and metadata for chapter 3 of PhD thesis for Matthew Arnold
DOI: 10.5281/zenodo.14646667
title: Supporting data for thesis: Chapter 3

description: Supporting data for PhD thesis

 

Contains additional data and metadata for chapter 3 of PhD thesis for Matthew Arnold
DOI: 10.5281/zenodo.14646033
title: Monthly and Annual US TROPOMI Surface NO2 Estimates (~1km × 1km)

description: Estimate of surface-level nitrogen dioxide (NO2) concentrations for the continental US at ~ 1km × 1km derived from TROPOMI data from a land-use regression model. The development of this dataset is documented in a manuscript in ES&T Air by Nawaz et al. and was originally developed for a time period of 2019-2022. This dataset estimates surface-level NO2 by combining satellite derived data (TROPOMI) with OpenStreetMaps and Google Earth Engine land-use information and ERA5 meteorology reanalysis data. This is version 1.01. (2024-12-30)
DOI: 10.5281/zenodo.14646034
title: Monthly and Annual US TROPOMI Surface NO2 Estimates (~1km × 1km)

description: Estimate of surface-level nitrogen dioxide (NO2) concentrations for the continental US at ~ 1km × 1km derived from TROPOMI data from a land-use regression model. The development of this dataset is documented in a manuscript in ES&T Air by Nawaz et al. and was originally developed for a time period of 2019-2022. This dataset estimates surface-level NO2 by combining satellite derived data (TROPOMI) with OpenStreetMaps and Google Earth Engine land-use information and ERA5 meteorology reanalysis data. This is version 1.01. (2024-12-30)
DOI: 10.15468/dl.zxdw7m
title: Occurrence Download

description: A dataset containing 15084 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Lepus americanus Erxleben, 1777"
 ]
}

 The dataset includes 15084 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069223-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14646755
title: FACTORS OF FORMATION OF PSYCHOLOGICAL RESISTANCE OF FUTURE MILITARY LEADERS TO NEGATIVE IDEOLOGY AND SOCIAL THREATS
DOI: 10.5281/zenodo.14646756
title: FACTORS OF FORMATION OF PSYCHOLOGICAL RESISTANCE OF FUTURE MILITARY LEADERS TO NEGATIVE IDEOLOGY AND SOCIAL THREATS
DOI: 10.5519/qd.a26iimnq
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (988 records)
DOI: 10.15468/dl.jfpaxj
title: Occurrence Download

description: A dataset containing 19929 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global compendium of Aedes aegypti occurrence"
 ]
}

 The dataset includes 19929 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069225-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4h6a7
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-75.41746 44.53581,-75.95297 43.08139,-74.23545 42.78357,-71.12272 42.71396,-69.57556 43.31453,-66.57838 45.05841,-67.30138 46.34003,-68.27942 47.37691,-69.88343 47.37691,-70.74086 45.5442,-71.96922 45.31818,-73.91216 45.00484,-75.41746 44.53581))",
 "HasGeospatialIssue is false",
 "TaxonKey is Carex scirpoidea Michx."
 ]
}

 The dataset includes 103 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069226-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wstshy
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Emesis ocypore (Geyer, 1837)"
 ]
}

 The dataset includes 29 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069227-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13320923
title: Spreadsheet Template for Trophic Guild Data for Fungi

description: Spreadsheet template for Trophic guild data for fungi
DOI: 10.5281/zenodo.13786592
title: Replication Data for: Achieving Liquid Processors by Colloidal Suspensions for Reservoir Computing

description: Overview

This README provides instructions for accessing and managing the SQLite database digits_channel_A.db, digits_channel_B.db, and digits_channel_C.db which contains the recordings for all the channels A, B, and C of the digital oscilloscope. The database includes a table named digits_data with information about each recording, including metadata and audio data.

Database SchemaTable: digits_data

    id: INTEGER PRIMARY KEY    A unique identifier for each record.

    person_id: INTEGER    Identifier for the person associated with the recorded digit.

    digit: INTEGER    The digit recorded (0-9).

    repeat: INTEGER    The repeat count of the recording.

    audio: BLOB    Binary Large Object to store audio data.

Prerequisites

    Python 3.x    sqlite3 library (included with Python standard library)
DOI: 10.5281/zenodo.13786593
title: Replication Data for: Achieving Liquid Processors by Colloidal Suspensions for Reservoir Computing

description: Overview

This README provides instructions for accessing and managing the SQLite database digits_channel_A.db, digits_channel_B.db, and digits_channel_C.db which contains the recordings for all the channels A, B, and C of the digital oscilloscope. The database includes a table named digits_data with information about each recording, including metadata and audio data.

Database SchemaTable: digits_data

    id: INTEGER PRIMARY KEY    A unique identifier for each record.

    person_id: INTEGER    Identifier for the person associated with the recorded digit.

    digit: INTEGER    The digit recorded (0-9).

    repeat: INTEGER    The repeat count of the recording.

    audio: BLOB    Binary Large Object to store audio data.

Prerequisites

    Python 3.x    sqlite3 library (included with Python standard library)
DOI: 10.23637/mhvmi6az
title: Dataset for: Investigating the threat to Sitka spruce from Ips typographus: discrimination and colonisation of Britain’s principal commercial conifer by a damaging forest pest
DOI: 10.15468/dl.cas8p4
title: Occurrence Download

description: A dataset containing 1801214 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is LBBG_ZEEBRUGGE - Lesser black-backed gulls (Larus fuscus, Laridae) breeding at the southern North Sea coast (Belgium and the Netherlands)"
 ]
}

 The dataset includes 1801214 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069190-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nw3dqd
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Equisetum pratense Ehrh."
 ]
}

 The dataset includes 108 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069228-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14646783
title: ОСОБЕННОСТИ ЛИЧНОСТНО-ОРИЕНТИРОВАННОГО ОБУЧЕНИЯ В МЕДИЦИНСКОМ ОБРАЗОВАНИИ
DOI: 10.5281/zenodo.14646784
title: ОСОБЕННОСТИ ЛИЧНОСТНО-ОРИЕНТИРОВАННОГО ОБУЧЕНИЯ В МЕДИЦИНСКОМ ОБРАЗОВАНИИ
DOI: 10.15468/dl.pu3tn2
title: Occurrence Download

description: A dataset containing 3762 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Vireo atricapilla Woodhouse, 1852"
 ]
}

 The dataset includes 3762 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069229-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.447agp
title: Occurrence Download

description: A dataset containing 380 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tropical epiphyte diversity under human impact ? Comparing primary forests, secondary forests, and forest fragments in Ecuador - Bilsa"
 ]
}

 The dataset includes 380 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069232-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tka5p7
title: Occurrence Download

description: A dataset containing 7959 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Tyto alba (Scopoli, 1769)"
 ]
}

 The dataset includes 7959 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069231-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3vqxt2
title: Occurrence Download

description: A dataset containing 392740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prunus padus L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 392740 records from 1045 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069219-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqym5n
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-84.03980 42.94537,-81.51659 42.94537,-81.51659 43.95465,-84.03980 43.95465,-84.03980 42.94537))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Petromyzon Linnaeus, 1758"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069233-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mj9g82
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-82.91778 44.22566,-77.87135 44.22566,-77.87135 46.24423,-82.91778 46.24423,-82.91778 44.22566))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Petromyzon Linnaeus, 1758"
 ]
}

 The dataset includes 262 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069234-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28204718
title: Supplemental Table Final

description: The raw data for skin RNAseq mapping. The following tabs are within the file:BioProjects- Each dataset processed for the paper and the mapped data in aggregate for various metrics. In gray are details of the experiment, cyan the quality control, green the data mapping to human transcriptome, yellow the foreign RNA, and orange the Immune Repertoire.Sample Details- Data from the SRA and Biosamples for each read dataset.Paired_End_scripts- The scripts used to process each sample of paired-end reads.Single_End_scripts- The scripts used to process each sample of single-end reads.sex_determination- The mapping (TPM) of various sex biased genes to determine each sample as male or female.skin_genes- The TPM levels of various skin-specific transcripts in each dataset.Immune Rep- The mapping statistics of the immune repertoire for each sample.KRAKEN2- The summed mapping for each annotation for each BioProject.OT-MONDO_0002406- The Open Target Platform gene list used for various parameters of dermatitus.top_bioprojects- The integrated data mapped for five of the top skin datasets.top_bioprojects_correlation- Pearson correlation of the top_bioprojects data values for the top five BioProjects.
DOI: 10.15468/dl.k2zfx3
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Equisetum fluviatile L."
 ]
}

 The dataset includes 157 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069235-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pg962n
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-104.94851 38.15088,-84.76281 38.15088,-84.76281 46.22516,-104.94851 46.22516,-104.94851 38.15088))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Petromyzon Linnaeus, 1758"
 ]
}

 The dataset includes 90 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069236-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/9cke9c
title: CMV_GWAS19_GLM_oldMLMM_KQ9.rds

description: :unav
DOI: 10.57745/bu9tsn
title: CGMMV_GWAS19_GLM_oldMLMM_KQ9.rds

description: :unav
DOI: 10.57745/hy6t6k
title: PRSV_GWAS19_GLM_oldMLMM_KQ9.rds

description: :unav
DOI: 10.57745/ojqpgg
title: ZYMV_GWAS19_GLM_oldMLMM_KQ9.rds

description: :unav
DOI: 10.57745/sdqm0g
title: CVYV_GWAS19_GLM_oldMLMM_KQ9.rds

description: :unav
DOI: 10.57745/zmuvv1
title: WMV_GWAS19_GLM_oldMLMM_KQ9.rds

description: :unav
DOI: 10.6084/m9.figshare.28196285
title: <b>Math Anxiety and Math Self-Efficacy: How Demographics Shape the Relationship</b>

description: Dataset (de-identified and cleaned) containing data related to "MADEM" project. <b>Math Anxiety and Math Self-Efficacy: How Demographics Shape the Relationship</b><br>
DOI: 10.6084/m9.figshare.28196285.v1
title: <b>Math Anxiety and Math Self-Efficacy: How Demographics Shape the Relationship</b>

description: Dataset (de-identified and cleaned) containing data related to "MADEM" project. <b>Math Anxiety and Math Self-Efficacy: How Demographics Shape the Relationship</b><br>
DOI: 10.15468/dl.umh8tt
title: Occurrence Download

description: A dataset containing 670483 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Populus tremula L."
 ]
}

 The dataset includes 670483 records from 2607 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069220-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phexfh
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Angelica cryptotaeniifolia Kitag."
 ]
}

 The dataset includes 15 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031377-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtqgy9
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nothoscordum tenuifolium Ravenna"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048659-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8njaz
title: Occurrence Download

description: A dataset containing 1475 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Recopilación de Información de FAUNA en la Jurisdicción de CORNARE, hasta el año 2015"
 ]
}

 The dataset includes 1475 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059835-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5djffd
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polypsecadium effusum (O.E.Schulz) Al-Shehbaz"
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152665-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5c7ek9
title: Occurrence Download

description: A dataset containing 677689 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trifolium pratense L."
 ]
}

 The dataset includes 677689 records from 1319 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050107-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etsd49
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poa kolymensis Tzvelev"
 ]
}

 The dataset includes 44 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087888-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mukn5n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Daphne reichsteinii Landolt & E.J.P.Hauser",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152666-220831081235567/datasets/export for details.
DOI: 10.15468/dl.mq2abg
title: Occurrence Download

description: A dataset containing 374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achirus lineatus (Linnaeus, 1758)",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is less than or equal to 1980",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 374 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007166-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9x57h
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isatis floribunda Boiss. ex Bornm."
 ]
}

 The dataset includes 29 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152678-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xk7kdc
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lundia neolonga L.G.Lohmann"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014198-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jujwqh
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ctenomys magellanicus Bennett, 1836",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 37 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007166-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8784xu
title: Occurrence Download

description: A dataset containing 970 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Trachinotus falcatus (Linnaeus, 1758)"
 ]
}

 The dataset includes 970 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023081-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ueqg3n
title: Occurrence Download

description: A dataset containing 227 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anomalon cruentatum (Geoffroy, 1785)"
 ]
}

 The dataset includes 227 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152675-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ox7xh5
title: Occurrence Download

description: A dataset containing 13436087 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mammalia"
 ]
}

 The dataset includes 13436087 records from 1828 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025838-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wc7thp
title: Occurrence Download

description: A dataset containing 28151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Brotogeris versicolurus (Statius Muller, 1776)"
 ]
}

 The dataset includes 28151 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027540-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.