cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7y6ew7
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is South Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Oncosiphon piluliferum (L.f.) Källersjö, 1988"
 ]
}

 The dataset includes 65 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061855-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.puarxt
title: Occurrence Download

description: A dataset containing 33571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Octopus Cuvier, 1798",
 "HasCoordinate is true"
 ]
}

 The dataset includes 33571 records from 285 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061853-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57748/sgr6-9k42
title: Genomic Insights into Ovis: Detecting Variation Using Illumina Data and the nf-core Sarek Pipeline
DOI: 10.15468/dl.3q4ttv
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes aegypti (Linnaeus, 1762)",
 "Country is Peru",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 106 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061856-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ht65kd
title: Occurrence Download

description: A dataset containing 2548 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-16.85086 -40.24323,61.06674 -40.24323,61.06674 14.48644,-16.85086 14.48644,-16.85086 -40.24323))",
 "HasGeospatialIssue is false",
 "TaxonKey is Lessertia frutescens (L.) Goldblatt & J.C.Manning"
 ]
}

 The dataset includes 2548 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061857-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10056345
title: Remote sensing of multitemporal functional lake-to-channel connectivity and implications for water movement through the Mackenzie River Delta, Canada

description: Dataset representing functional lake-to-channel connectivity in the Mackenzie Delta, NWT, Canada between 1984 and 2022 (final.class_20230324.feather), developed using Landsat 5, 7, and 9 optical imagery. 

Data in folders corresponds to data processing steps in scripts: https://doi.org/10.5281/zenodo.14618991

Associated with manuscript: Remote sensing of multitemporal functional lake-to-channel connectivity and implications for water movement through the Mackenzie River Delta, Canada in WRR: Dolan, W., Pavelsky, T. M., & Piliouras, A. (2024). Remote sensing of multitemporal functional lake‐to‐channel connectivity and implications for water movement through the Mackenzie River Delta, Canada. Water Resources Research, 60(4), e2023WR036614. https://doi.org/10.1029/2023WR036614
DOI: 10.5281/zenodo.10056346
title: Remote sensing of multitemporal functional lake-to-channel connectivity and implications for water movement through the Mackenzie River Delta, Canada

description: Data is not yet published.  Data is included in this repository for use alongside the submission of the associated manuscript to WRR. Data description will be updated once the manuscript is published. 
Folders correspond to scripts included on github: https://github.com/whyana/MackenzieConnectivity
DOI: 10.5281/zenodo.10798879
title: Remote sensing of multitemporal functional lake-to-channel connectivity and implications for water movement through the Mackenzie River Delta, Canada

description: Data is not yet published.  Data is included in this repository for use alongside the submission of the associated manuscript to WRR. Data description will be updated once the manuscript is published. 

Folders correspond to scripts: https://doi.org/10.5281/zenodo.10810444
DOI: 10.5281/zenodo.14619014
title: Remote sensing of multitemporal functional lake-to-channel connectivity and implications for water movement through the Mackenzie River Delta, Canada

description: Dataset representing functional lake-to-channel connectivity in the Mackenzie Delta, NWT, Canada between 1984 and 2022 (final.class_20230324.feather), developed using Landsat 5, 7, and 9 optical imagery. 

Data in folders corresponds to data processing steps in scripts: https://doi.org/10.5281/zenodo.14618991

Associated with manuscript: Remote sensing of multitemporal functional lake-to-channel connectivity and implications for water movement through the Mackenzie River Delta, Canada in WRR: Dolan, W., Pavelsky, T. M., & Piliouras, A. (2024). Remote sensing of multitemporal functional lake‐to‐channel connectivity and implications for water movement through the Mackenzie River Delta, Canada. Water Resources Research, 60(4), e2023WR036614. https://doi.org/10.1029/2023WR036614
DOI: 10.15468/dl.wg7arp
title: Occurrence Download

description: A dataset containing 192288755 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-112.7544 10.227,-80.64396 9.84852,-82.48234 30.80582,-118.14699 32.89534,-112.7544 10.227))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 192288755 records from 3926 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061852-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2yw7f2
title: Occurrence Download

description: A dataset containing 464 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bothrops bilineatus (Wied-Neuwied, 1821)"
 ]
}

 The dataset includes 464 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008785-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.338cx3
title: Occurrence Download

description: A dataset containing 138505 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odocoileus virginianus (Zimmermann, 1780)"
 ]
}

 The dataset includes 138505 records from 310 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184375-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33uvez
title: Occurrence Download

description: A dataset listing the 3301621 species recorded in GBIF matching the query:
{ }

 The dataset's 3301621 records were derived from 31953 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121614-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzeyst
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geissorhiza splendidissima Diels"
 ]
}

 The dataset includes 93 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011616-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.i3cx1s
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Australian National Fish Collection (ANFC)",
 "TaxonKey is Cleidopus gloriamaris De Vis, 1882"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044717-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8uq92
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chamaedorea moliniana Hodel, Cast.Mont & Zúñiga"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149120-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umgkj7
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Urtica tibetica W.T.Wang ex C.J.Chen",
 "Year 1990-2022"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0365642-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pm7cae
title: Occurrence Download

description: A dataset containing 7410 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Crithagra dorsostriata Reichenow, 1887"
 ]
}

 The dataset includes 7410 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011618-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ibjria
title: Occurrence Download

description: A dataset containing 3102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Carex liparocarpos Gaudin"
 ]
}

 The dataset includes 3102 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044718-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k4wa4w
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuscuta potosina Schaffner ex S.Watson"
 ]
}

 The dataset includes 41 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243137-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3y8rjc
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus iodotricha Diels"
 ]
}

 The dataset includes 104 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008380-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.49mct3
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Fish collection of National Museum of Nature and Science",
 "TaxonKey is Cleidopus gloriamaris De Vis, 1882"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044718-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t43sd7
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Spain",
 "Country is Portugal"
 ]
 },
 "TaxonKey is Dianthus laricifolius subsp. laricifolius"
 ]
}

 The dataset includes 237 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0234456-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gs35by
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caladium palaciosii Croat & L.P.Hannon"
 ]
}

 The dataset includes 39 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149121-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7q7392
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gentianella angustiflora Harry Sm."
 ]
}

 The dataset includes 29 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008351-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.quziqx
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Dasypus novemcinctus Linnaeus, 1758"
 ]
}

 The dataset includes 42 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044719-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47sd9q
title: Occurrence Download

description: A dataset containing 325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Posidonia Bronn, 1828"
 ]
}

 The dataset includes 325 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269185-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6nab3
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galium decorum Krendl"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008337-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ds5d5v
title: Occurrence Download

description: A dataset containing 360 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cattleya elongata Barb.Rodr."
 ]
}

 The dataset includes 360 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149122-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gr3hc2
title: Occurrence Download

description: A dataset containing 2967061 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Year 2004-2004",
 "HasCoordinate is true",
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2967061 records from 792 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044723-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6rrke
title: Occurrence Download

description: A dataset containing 434 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "GadmGid is ARG",
 "TaxonKey is Larrea divaricata Cav."
 ]
}

 The dataset includes 434 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243159-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wre6dz
title: Occurrence Download

description: A dataset containing 692 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gentianella anisodonta (Borbás) Á.Löve & D.Löve"
 ]
}

 The dataset includes 692 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008360-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tkr5x
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helichrysum petiolatum (L.) DC."
 ]
}

 The dataset includes 26 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0267097-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ittaeg
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-4.75946 36.88159,-4.76699 36.88069,-4.76849 36.88173,-4.77141 36.88007,-4.77112 36.87717,-4.77635 36.87142,-4.78131 36.86939,-4.78543 36.86453,-4.78724 36.86488,-4.78931 36.85842,-4.79064 36.86175,-4.79243 36.85918,-4.79512 36.86119,-4.79543 36.85987,-4.80283 36.8606,-4.81018 36.85651,-4.81148 36.85711,-4.81292 36.85383,-4.81131 36.85194,-4.81195 36.85026,-4.8082 36.84824,-4.80837 36.8459,-4.80202 36.84608,-4.80012 36.8446,-4.80882 36.83725,-4.80834 36.83356,-4.80657 36.83209,-4.81038 36.83298,-4.81291 36.83133,-4.81394 36.8338,-4.8169 36.83543,-4.81673 36.83965,-4.8215 36.83499,-4.82263 36.83731,-4.82594 36.83876,-4.82741 36.83621,-4.83235 36.83442,-4.83159 36.83343,-4.83361 36.8326,-4.8332 36.83394,-4.83576 36.8342,-4.83614 36.83732,-4.83387 36.83881,-4.83448 36.84479,-4.83619 36.84756,-4.8383 36.84788,-4.83801 36.85036,-4.84251 36.85008,-4.84412 36.85246,-4.84308 36.85473,-4.84406 36.85832,-4.84641 36.86039,-4.84686 36.86392,-4.84956 36.86552,-4.84911 36.86812,-4.85503 36.86811,-4.86272 36.86328,-4.86085 36.86175,-4.8611 36.85947,-4.86456 36.85944,-4.86876 36.85566,-4.87831 36.85452,-4.88134 36.85075,-4.8877 36.84863,-4.88926 36.84089,-4.88569 36.83726,-4.88314 36.83086,-4.87148 36.82581,-4.86197 36.81581,-4.84899 36.80773,-4.84193 36.80717,-4.83395 36.8096,-4.83401 36.81123,-4.83602 36.81169,-4.83527 36.81671,-4.82711 36.81679,-4.82398 36.8145,-4.81824 36.81476,-4.81145 36.81205,-4.80302 36.81455,-4.8001 36.81427,-4.79921 36.81245,-4.79597 36.81265,-4.79081 36.81483,-4.78893 36.81813,-4.78396 36.8207,-4.78317 36.82734,-4.77967 36.83072,-4.77984 36.83451,-4.78288 36.83856,-4.78186 36.84241,-4.77363 36.84401,-4.77316 36.84122,-4.76721 36.84275,-4.76635 36.83981,-4.76314 36.84233,-4.76028 36.84027,-4.7569 36.84243,-4.75457 36.8414,-4.74966 36.84245,-4.74298 36.83916,-4.73765 36.84037,-4.72175 36.85193,-4.72192 36.85676,-4.72633 36.85859,-4.72814 36.86239,-4.72426 36.8635,-4.72512 36.8668,-4.73161 36.86569,-4.73799 36.86995,-4.74491 36.871,-4.74143 36.87872,-4.74493 36.87776,-4.74844 36.88134,-4.75946 36.88159))",
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Polypodiopsida",
 "TaxonKey is Equisetopsida",
 "TaxonKey is Lycopodiopsida"
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 46 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044724-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ng9fym
title: Occurrence Download

description: A dataset containing 702 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Phylloscartes orbitalis (Cabanis, 1873)"
 ]
}

 The dataset includes 702 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008364-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ev8bgq
title: Occurrence Download

description: A dataset containing 3775 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Odocoileus virginianus (Zimmermann, 1780)"
 ]
}

 The dataset includes 3775 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0194887-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqmmyb
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brassia brevis (Kraenzl.) M.W.Chase"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149123-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f2zxvf
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus involucrata Blume"
 ]
}

 The dataset includes 95 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008367-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ho0iwj
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is SIO Marine Vertebrate Collection",
 "TaxonKey is Cleidopus gloriamaris De Vis, 1882"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044727-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6cjzf
title: Occurrence Download

description: A dataset containing 448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Panulirus ornatus (Fabricius, 1798)"
 ]
}

 The dataset includes 448 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214472-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.