cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30878948.v1
title: Experiences of people with multiple sclerosis using clean ıntermittent catheterization: a qualitative study

description: This study aims to explore the subjective experiences of people with multiple sclerosis (MS) using clean intermittent catheterization (CIC), guided by the Neuman Systems Model. It focuses on the relationship between disability, rehabilitation, and bladder management strategies. A hermeneutic phenomenological approach was used with 15 people with MS who use clean intermittent catheterization at a university hospital. Data were collected through semi-structured interviews based on the Neuman Systems Model and analyzed using phenomenological hermeneutical methods, adhering to COREQ guidelines. Three main themes and eleven subthemes were identified: transitioning to clean intermittent catheterization, personal perspectives, and adaptation challenges. Participants reported multiple physical, psychological, and economic factors influencing clean intermittent catheterization adherence and functional independence. This is the first qualitative study exploring clean intermittent catheterization use among people with MS from a rehabilitation perspective. The findings highlight the importance of individualized, structured support and regular follow-up to enhance self-care, autonomy, and adherence. The Neuman Systems Model provides a valuable framework for guiding future rehabilitation practices and patient-centered care. Providing individualized clean intermittent catheterization training during multiple sclerosis rehabilitation enhances functional independence by addressing both physical limitations and emotional challenges.People with multiple sclerosis experience physical, psychological, and economic challenges that affect adherence to clean intermittent catheterization.Rehabilitation professionals should use structured follow-up and patient-centered counseling to support long-term adherence to clean intermittent catheterization.The Neuman Systems Model can guide rehabilitation strategies by identifying and addressing stressors that impact clean intermittent catheterization use. Providing individualized clean intermittent catheterization training during multiple sclerosis rehabilitation enhances functional independence by addressing both physical limitations and emotional challenges. People with multiple sclerosis experience physical, psychological, and economic challenges that affect adherence to clean intermittent catheterization. Rehabilitation professionals should use structured follow-up and patient-centered counseling to support long-term adherence to clean intermittent catheterization. The Neuman Systems Model can guide rehabilitation strategies by identifying and addressing stressors that impact clean intermittent catheterization use.
DOI: 10.15468/dl.ezvddg
title: Occurrence Download

description: A dataset containing 4627 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-78.06369 -0.83911,-78.03487 -1.02356,-77.97147 -1.08696,-77.82449 -1.09849,-77.71786 -1.05526,-77.61943 -1.06339,-77.51898 -1.05137,-77.47176 -1.01274,-77.46833 -0.98526,-77.44 -0.96809,-77.39219 -0.9371,-77.38677 -0.93461,-77.39278 -0.92001,-77.38419 -0.90714,-77.35586 -0.908,-77.33268 -0.91572,-77.31551 -0.8934,-77.31036 -0.88653,-77.28461 -0.88567,-77.24769 -0.86936,-77.23825 -0.85477,-77.21249 -0.85219,-77.19793 -0.8466,-77.2039 -0.82472,-77.20734 -0.80326,-77.18588 -0.77922,-77.17987 -0.76977,-77.12129 -0.73248,-77.10688 -0.62584,-77.0723 -0.54227,-77.03195 -0.54515,-76.98007 -0.46734,-76.98295 -0.36935,-77.03195 -0.28289,-77.06941 -0.17626,-77.15587 -0.09844,-77.27691 -0.04657,-77.30862 -0.0581,-77.36914 -0.13303,-77.45272 -0.13303,-77.45272 -0.03504,-77.48153 -0.02639,-77.61122 -0.10997,-77.66022 -0.16185,-77.71209 -0.21949,-77.76109 -0.28001,-77.83025 -0.33477,-77.91095 -0.43275,-77.99741 -0.51345,-78.0464 -0.64602,-78.08387 -0.72671,-78.06369 -0.83911))",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 4627 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051685-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f2v7u9
title: Occurrence Download

description: A dataset containing 1367 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pilea cadierei",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 1367 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051686-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pcms26
title: Occurrence Download

description: A dataset containing 10286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Juniperus ashei"
 ]
}

 The dataset includes 10286 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051687-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mu96cu
title: Occurrence Download

description: A dataset containing 11409 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jatropha curcas"
 ]
}

 The dataset includes 11409 records from 447 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051688-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6ecjh
title: Occurrence Download

description: A dataset containing 41431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pittosporum undulatum",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 41431 records from 217 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051689-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hth649
title: Occurrence Download

description: A dataset containing 5994 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia tirucalli"
 ]
}

 The dataset includes 5994 records from 269 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051690-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qwxf5
title: Occurrence Download

description: A dataset containing 4443 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Caulerpa cylindracea, Caulerpa racemosa cylindracea, Caulerpa racemosa)",
 "Geometry POLYGON((-10 25, 40 25, 40 50, -10 50, -10 25))",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 4443 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051692-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17916536
title: DEM Elevation Uncertainty due to Sentinel-2 Water Mask Resolution

description: Description

This repository contains the datasets and intermediate products used to quantify the vertical uncertainty introduced by the 10 m spatial resolution of the Sentinel-2 water mask in the DEM-based estimation of water surface elevation (WSE).

Because the indirect WSE validation relies on NDWI-derived water masks, the finite 10 m pixel size of Sentinel-2 can shift the detected shoreline position horizontally, especially in steep, confined valleys. To evaluate how such shifts could affect DEM-derived elevations, we quantified the vertical sensitivity of the DEM to a hypothetical ±10 m displacement of the water mask.

A 1 m-resolution cross-valley slope raster (in percent) was generated from the DEM. For each date, the Sentinel-2 NDWI water mask was converted to vector format, and the shoreline polygon boundaries were extracted and sampled as points. At each shoreline point, the local slope value was extracted from the slope raster. Vertical sensitivity was then computed as: Δz = slope % / 10

which represents the change in elevation (in meters) associated with a 10 m horizontal shift, equivalent to one Sentinel-2 pixel.

The resulting Δz values describe the point-wise DEM elevation uncertainty attributable exclusively to the spatial resolution of the Sentinel-2 water mask. Summary statistics (minimum, maximum, mean, median, and standard deviation) were computed for each date to characterize uncertainty along the study reach.

Contents

1. Excel files (one per date)

Contain point shoreline samples with the following fields:



`raste_val` : Local slope at shoreline (percent)

`delta_z` : Estimated vertical sensitivity (slope% / 10)


Files included:



`Slope_values_delaz_2024-07-11.xlsx`

`Slope_values_delaz_2024-08-12.xlsx`

`Slope_values_delaz_2024-09-09.xlsx`


2. Raster file

Slope raster (percent) derived from the 1 m LiDAR DEM, accessed via LiDAR Download Portal

3. Vector files



Shoreline points shapefile, including extracted slope and Δz values for each date

NDWI-derived water mask raster used to delineate shoreline boundaries


Purpose

These datasets support the uncertainty analysis presented in the manuscript and allow reproducibility of the DEM-based WSE sensitivity assessment relative to Sentinel-2 water-mask resolution.
DOI: 10.5281/zenodo.17916537
title: DEM Elevation Uncertainty due to Sentinel-2 Water Mask Resolution

description: Description

This repository contains the datasets and intermediate products used to quantify the vertical uncertainty introduced by the 10 m spatial resolution of the Sentinel-2 water mask in the DEM-based estimation of water surface elevation (WSE).

Because the indirect WSE validation relies on NDWI-derived water masks, the finite 10 m pixel size of Sentinel-2 can shift the detected shoreline position horizontally, especially in steep, confined valleys. To evaluate how such shifts could affect DEM-derived elevations, we quantified the vertical sensitivity of the DEM to a hypothetical ±10 m displacement of the water mask.

A 1 m-resolution cross-valley slope raster (in percent) was generated from the DEM. For each date, the Sentinel-2 NDWI water mask was converted to vector format, and the shoreline polygon boundaries were extracted and sampled as points. At each shoreline point, the local slope value was extracted from the slope raster. Vertical sensitivity was then computed as: Δz = slope % / 10

which represents the change in elevation (in meters) associated with a 10 m horizontal shift, equivalent to one Sentinel-2 pixel.

The resulting Δz values describe the point-wise DEM elevation uncertainty attributable exclusively to the spatial resolution of the Sentinel-2 water mask. Summary statistics (minimum, maximum, mean, median, and standard deviation) were computed for each date to characterize uncertainty along the study reach.

Contents

1. Excel files (one per date)

Contain point shoreline samples with the following fields:



`raste_val` : Local slope at shoreline (percent)

`delta_z` : Estimated vertical sensitivity (slope% / 10)


Files included:



`Slope_values_delaz_2024-07-11.xlsx`

`Slope_values_delaz_2024-08-12.xlsx`

`Slope_values_delaz_2024-09-09.xlsx`


2. Raster file

Slope raster (percent) derived from the 1 m LiDAR DEM, accessed via LiDAR Download Portal

3. Vector files



Shoreline points shapefile, including extracted slope and Δz values for each date

NDWI-derived water mask raster used to delineate shoreline boundaries


Purpose

These datasets support the uncertainty analysis presented in the manuscript and allow reproducibility of the DEM-based WSE sensitivity assessment relative to Sentinel-2 water-mask resolution.
DOI: 10.15468/dl.6m2x68
title: Occurrence Download

description: A dataset containing 3728 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pteris ensiformis",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 3728 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051693-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gbrnpp
title: Occurrence Download

description: A dataset containing 4491 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Croton hirtus"
 ]
}

 The dataset includes 4491 records from 273 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051694-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9d428
title: Occurrence Download

description: A dataset containing 981 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vipera aspis zinnikeri"
 ]
}

 The dataset includes 981 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051695-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4nzqyp
title: Occurrence Download

description: A dataset containing 13432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pteris vittata",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 13432 records from 357 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051696-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w3xb57
title: Occurrence Download

description: A dataset containing 2192533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Australia)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2002",
 "Year is less than or equal to 2002"
 ]
}

 The dataset includes 2192533 records from 331 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055095-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u82sdd
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Fossil",
 "Country is China",
 "TaxonKey is Posidonia Bronn, 1828"
 ]
}

 The dataset includes 65 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269113-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhawct
title: Occurrence Download

description: A dataset containing 110558 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección Herbario Federico Medem Bogotá - FMB"
 ]
}

 The dataset includes 110558 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041697-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4fe87m
title: Occurrence Download

description: A dataset containing 682 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cetonurus globiceps (Vaillant, 1884)",
 "Year 1949-2000"
 ]
}

 The dataset includes 682 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001520-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5j8x44
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Angola",
 "TaxonKey is Brachystegia spiciformis Benth.",
 "Year 2019-2021"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272026-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.trxby4
title: Occurrence Download

description: A dataset containing 13914513 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Albania",
 "Country is Andorra",
 "Country is Austria",
 "Country is Belarus",
 "Country is Belgium",
 "Country is Bosnia and Herzegovina",
 "Country is Bulgaria",
 "Country is Croatia",
 "Country is Czechia",
 "Country is Denmark",
 "Country is Estonia",
 "Country is Finland",
 "Country is France",
 "Country is Germany",
 "Country is Greece",
 "Country is Hungary",
 "Country is Italy",
 "Country is Kosovo",
 "Country is Latvia",
 "Country is Liechtenstein",
 "Country is Lithuania",
 "Country is Luxembourg",
 "Country is North Macedonia",
 "Country is Moldova, Republic of",
 "Country is Montenegro",
 "Country is Netherlands",
 "Country is Norway",
 "Country is Poland",
 "Country is Portugal",
 "Country is Romania",
 "Country is Russian Federation",
 "Country is San Marino",
 "Country is Serbia",
 "Country is Slovakia",
 "Country is Slovenia",
 "Country is Spain",
 "Country is Sweden",
 "Country is Switzerland",
 "Country is Ukraine",
 "Country is Holy See"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "Year is 2015"
 ]
}

 The dataset includes 13914513 records from 300 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041698-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8b2963
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Puccinellia ×kattegatensis (Neuman) Holmb.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001708-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.teamgf
title: Occurrence Download

description: A dataset containing 37177 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Urtica dioica subsp. dioica"
 ]
}

 The dataset includes 37177 records from 236 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0270886-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dcwa6d
title: Occurrence Download

description: A dataset containing 17757808 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Albania",
 "Country is Andorra",
 "Country is Austria",
 "Country is Belarus",
 "Country is Belgium",
 "Country is Bosnia and Herzegovina",
 "Country is Bulgaria",
 "Country is Croatia",
 "Country is Czechia",
 "Country is Denmark",
 "Country is Estonia",
 "Country is Finland",
 "Country is France",
 "Country is Germany",
 "Country is Greece",
 "Country is Hungary",
 "Country is Italy",
 "Country is Kosovo",
 "Country is Latvia",
 "Country is Liechtenstein",
 "Country is Lithuania",
 "Country is Luxembourg",
 "Country is North Macedonia",
 "Country is Moldova, Republic of",
 "Country is Montenegro",
 "Country is Netherlands",
 "Country is Norway",
 "Country is Poland",
 "Country is Portugal",
 "Country is Romania",
 "Country is Russian Federation",
 "Country is San Marino",
 "Country is Serbia",
 "Country is Slovakia",
 "Country is Slovenia",
 "Country is Spain",
 "Country is Sweden",
 "Country is Switzerland",
 "Country is Ukraine",
 "Country is Holy See"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "Year is 2016"
 ]
}

 The dataset includes 17757808 records from 217 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041699-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3rhgm
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diaporthe phaseolorum var. meridionalis F.A.Fernández"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148267-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c82e44
title: Occurrence Download

description: A dataset containing 2031 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Faidherbia albida (Delile) A.Chev."
 ]
}

 The dataset includes 2031 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0270894-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npba5k
title: Occurrence Download

description: A dataset containing 5041 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pulmonaria saccharata Mill.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5041 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001526-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.