cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8237588
title: Role of breakage, melt and floe size distribution on sea ice summer transition

description: Marginal ice zones are composed of individual sea ice floes, whose breakage and melt determine its summer behavior. These processes are not well represented by global or regional climate models due to the continuum approximations used for sea ice. Here, we use a Discrete Element Model (DEM) coupled to a slab thermodynamic ocean to investigate how breakage and melt processes impact the decay of summer sea ice. The DEM is calibrated using MODIS satellite imagery and reanalysis data within the Arctic Ocean’s Baffin Bay during June-July 2018. The sensitivity of the sea ice decay is evaluated by varying the solar heating, ice/ocean heat exchange parameter, and a prescribed floe breakage rate. For the parameter regime that best fits observations, the ratios of mass loss of resolved floes (>2 km) due to breakage versus melt is 0.47, and oceanic versus solar melt is 0.46. The rate at which resolved floes lose mass is most sensitive to the breakage rate, as compared to the solar and oceanic melt parameters. The number decay of the largest floes (>21 km) is controlled by breakage, while decay of smaller floes (2 - 21 km) depends strongly on lateral melt. Inferences from this exploration of parameter space may help develop more accurate parameterizations of the floe size distribution evolution in climate models.
DOI: 10.5281/zenodo.8237589
title: Role of breakage, melt and floe size distribution on sea ice summer transition

description: Marginal ice zones are composed of individual sea ice floes, whose breakage and melt determine its summer behavior. These processes are not well represented by global or regional climate models due to the continuum approximations used for sea ice. Here, we use a Discrete Element Model (DEM) coupled to a slab thermodynamic ocean to investigate how breakage and melt processes impact the decay of summer sea ice. The DEM is calibrated using MODIS satellite imagery and reanalysis data within the Arctic Ocean’s Baffin Bay during June-July 2018. The sensitivity of the sea ice decay is evaluated by varying the solar heating, ice/ocean heat exchange parameter, and a prescribed floe breakage rate. For the parameter regime that best fits observations, the ratios of mass loss of resolved floes (>2 km) due to breakage versus melt is 0.47, and oceanic versus solar melt is 0.46. The rate at which resolved floes lose mass is most sensitive to the breakage rate, as compared to the solar and oceanic melt parameters. The number decay of the largest floes (>21 km) is controlled by breakage, while decay of smaller floes (2 - 21 km) depends strongly on lateral melt. Inferences from this exploration of parameter space may help develop more accurate parameterizations of the floe size distribution evolution in climate models.
DOI: 10.17037/data.00004357
title: Data for: "How and why does mode of birth affect processes for routine data collection and use? A qualitative study in Bangladesh and Tanzania."

description: This qualitative research was undertaken within a mixed methods study that developed and tested tools to improve the availability, quality, and use of newborn and stillbirth indicators in Routine Health Information Systems (RHIS); the Every Newborn-Measurement Improvement for Newborn & Stillbirth Indicators (EN-MINI) Tools. 

The transcripts are from 79 in-depth interviews in Bangladesh (n=44, 1st Sept-21st Dec 2020) and Tanzania (n=35, 21st Feb- 30th April 2023) using a semi-structured interview guide. The guide was adapted from the 'Assessing Barriers to Data Demand and Use in the Health Sector' tool (Measure Evaluation, 2018). 

In Bangladesh, district and facility-level participants were selected from both Directorates (DGFP and DGHS) in Kushtia district. The sampling frame included district-level offices (2), Upazilla-level office (1), district hospitals (2), Upazilla health complexes (5), Union sub-centres (3), community clinics (2). In addition to national-level offices (2) for DGFP and DGHS. 

In Tanzania, district and facility-level participants were selected from two districts in Tanga Region: the sampling frame included district-level offices (2), hospitals (2), health centres (4), and dispensaries (4). As well as the regional and national offices (2).
description: Transcripts from 79 in-depth interviews in Bangladesh (n=44, 1st Sept-21st Dec 2020) and Tanzania (n=35, 21st Feb- 30th April 2023) using a semi-structured interview guide. The guide was adapted from the 'Assessing Barriers to Data Demand and Use in the Health Sector' tool (Measure Evaluation, 2018).
DOI: 10.15468/dl.hdt8ea
title: Occurrence Download

description: A dataset listing the 96 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-69.983 6.92785,-72.0324 7.07878,-72.4534 5.87137,-72.40625 5.51374,-72.82495 5.31653,-73.04916 4.98171,-73.1842 4.35418,-74.50281 3.82197,-75.13034 2.694,-74.9953 2.41598,-74.68224 2.41285,-74.52542 1.81696,-74.03879 1.5815,-73.67775 1.64429,-73.59141 2.36638,-73.17543 2.32713,-72.82223 2.58614,-72.46119 2.64108,-72.12369 2.86085,-71.10335 2.91579,-70.81294 2.77451,-70.52254 3.22189,-69.89464 3.50445,-69.26673 3.70067,-68.74308 3.61224,-68.44261 3.8498,-67.71267 4.03817,-67.75393 5.03691,-67.18554 6.33609,-69.45911 6.24012,-69.983 6.92785))",
 "IucnRedListCategory is one of (NT, DD, NE)",
 "OccurrenceStatus is Present",
 "OrganismQuantity 0.0-691.0",
 "TaxonKey is Aves"
 ]
}

 The dataset's 96 records were derived from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008445-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ugdevb
title: Occurrence Download

description: A dataset containing 5760 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.4448 4.89294,-74.45916 4.88241,-74.45834 4.85353,-74.41567 4.85461,-74.41513 4.87796,-74.42272 4.89632,-74.43816 4.89929,-74.4448 4.89294))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5760 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008449-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25921/60nf-md80
title: EK60 Water Column Sonar Data Collected During SH1706
DOI: 10.15468/dl.fc455n
title: Occurrence Download

description: A dataset containing 198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Atrytone arogos iowa (Scudder, 1868)"
 ]
}

 The dataset includes 198 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008452-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8rsk3g
title: Occurrence Download

description: A dataset containing 498763 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global soil microbiomes: A new frontline of biome-ecology research"
 ]
}

 The dataset includes 498763 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008448-241007104925546/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.26387953
title: Source data for article

description: Cellular forces are critical for their collective migration on matrices of various stiffness and topographies. While migrating cells can align collagen fibers, it remains unknown whether such force requirement changes with pre-aligned fibers. On soft surfaces with aligned collagen fibers, we discovered a new mode of fast collective cell migration that requires drastically lower traction forces, compared to surfaces without aligned fibers. Through monolayer stress microscopy calculations and a motor-clutch model, we further discovered that this novel mode of “fast and force-effective” collective cell migration is achieved by rapid stabilization of cellular contractile forces. Although high traction forces have conventionally been associated with fast cell migration, our findings show that aligned fibers relax that force requirement via fast contractility stabilization.
DOI: 10.6084/m9.figshare.26387953.v1
title: Source data for article

description: Cellular forces are critical for their collective migration on matrices of various stiffness and topographies. While migrating cells can align collagen fibers, it remains unknown whether such force requirement changes with pre-aligned fibers. On soft surfaces with aligned collagen fibers, we discovered a new mode of fast collective cell migration that requires drastically lower traction forces, compared to surfaces without aligned fibers. Through monolayer stress microscopy calculations and a motor-clutch model, we further discovered that this novel mode of “fast and force-effective” collective cell migration is achieved by rapid stabilization of cellular contractile forces. Although high traction forces have conventionally been associated with fast cell migration, our findings show that aligned fibers relax that force requirement via fast contractility stabilization.
DOI: 10.5281/zenodo.13921371
title: Experiences of Discrimination are Associated with Microbiome and Transcriptome Alterations in the Gut

description: Experiences of Discrimination are Associated with Microbiome and Transcriptome Alterations in the Gut. Human stool processed microbiome and transcriptomic data.
DOI: 10.5281/zenodo.13921372
title: Experiences of Discrimination are Associated with Microbiome and Transcriptome Alterations in the Gut

description: Experiences of Discrimination are Associated with Microbiome and Transcriptome Alterations in the Gut. Human stool processed microbiome and transcriptomic data.
DOI: 10.5281/zenodo.13921318
title: 【outputs_best_number_tokens_to_tpm_large_scales】/best_number_tokens_log_part_18 (2), only two 8B LLMs, 5 (tpms) = 5 files

description: Part 18 (2)   only two 8B LLMs,  

only valid results (both MP p value and CI),

all permutation controls,

all seeds,

all linguistic spans,

all 5 tasks, 

5 (tpms) = 5 files
DOI: 10.5281/zenodo.13921319
title: 【outputs_best_number_tokens_to_tpm_large_scales】/best_number_tokens_log_part_18 (2), only two 8B LLMs, 5 (tpms) = 5 files

description: Part 18 (2)   only two 8B LLMs,  

only valid results (both MP p value and CI),

all permutation controls,

all seeds,

all linguistic spans,

all 5 tasks, 

5 (tpms) = 5 files
DOI: 10.15468/dl.7j8uwr
title: Occurrence Download

description: A dataset containing 5571393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "License is CC0 1.0",
 "PublishingOrg is 396d5f30-dea9-11db-8ab4-b8a03c50a862",
 "Year 1900-2024"
 ]
}

 The dataset includes 5571393 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008450-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p9qetwmj
title: USGS Chesapeake Bay Study Locations Related to Theme 1 and Theme 2 Activities (ver. 3.0, October 2024)

description: This data includes point and polygon layers that are a compilation of study sites, watersheds, and areas of interest associated with the USGS Chesapeake Bay Theme 1 (factors affecting stream health, fish habitat, and aquatic conditions) and Theme 2 (coastal Habitats and Implications for Waterbirds) activities.
Locations in this dataset were compiled from various USGS Chesapeake Bay activities and with input from USGS scientists to indicate study areas under multiple projects associated with USGS Chesapeake Bay Science Theme 1 and Theme 2 activities.

Data and areas provided here represent current and historical sites as of June 2020 to highlight activity locations and areas of interest throughout the Chesapeake Bay Watershed and may not be appropriate for detailed analysis.
DOI: 10.15468/dl.98scbt
title: Occurrence Download

description: A dataset containing 2261779 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.84407 11.04557,-74.90644 10.93119,-74.93205 10.70122,-74.82944 10.50651,-74.6831 10.44895,-74.36483 10.44175,-74.22582 10.59282,-74.09412 10.81209,-74.09412 11.08506,-74.60628 11.13891,-74.84407 11.04557))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2261779 records from 322 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008453-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uajsv8
title: Occurrence Download

description: A dataset containing 1410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is Marine Turtles"
 ]
}

 The dataset includes 1410 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093888-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.akut68
title: Occurrence Download

description: A dataset containing 10953 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 {
 "or" : [
 "GadmGid is ARE",
 "GadmGid is BHR",
 "GadmGid is SAU",
 "GadmGid is YEM",
 "GadmGid is SYR",
 "GadmGid is IRQ",
 "GadmGid is IRN",
 "GadmGid is ISR",
 "GadmGid is CYP",
 "GadmGid is XNC",
 "GadmGid is QAT",
 "GadmGid is JOR",
 "GadmGid is PSE.1.2_1",
 "GadmGid is PSE.1_1",
 "GadmGid is OMN",
 "GadmGid is KWT",
 "GadmGid is LBN",
 "GadmGid is TUR"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Glareolidae"
 ]
}

 The dataset includes 10953 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025220-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lurkgy
title: Occurrence Download

description: A dataset containing 6575 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "TaxonKey is Berosus Leach, 1817"
 ]
}

 The dataset includes 6575 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012653-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.csszc7
title: Occurrence Download

description: A dataset containing 95088 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aprosmictus erythropterus (Gmelin, 1788))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 95088 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055730-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7p8lfi
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mozambique",
 "DatasetKey is Entomological Specimens of Museum of Nature and Human Activities, Hyogo Pref., Japan"
 ]
}

 The dataset includes 36 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093891-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7myemb
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxalis disticha Jacq."
 ]
}

 The dataset includes 34 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047388-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdh35x
title: Occurrence Download

description: A dataset containing 4860 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "TaxonKey is Aedes aegypti (Linnaeus, 1762)",
 "Year 2017-2021"
 ]
}

 The dataset includes 4860 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133398-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehw8n3
title: Occurrence Download

description: A dataset containing 2813 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Antigonon leptopus Hook. & Arn.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2813 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035789-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnflfi
title: Occurrence Download

description: A dataset containing 1464 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia brachybotrya Benth.",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1464 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040696-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjhqkp
title: Occurrence Download

description: A dataset containing 3572 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prunus lusitanica L."
 ]
}

 The dataset includes 3572 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008043-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4uh46h
title: Occurrence Download

description: A dataset containing 4110 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Natrix tessellata (Laurenti, 1768)"
 ]
}

 The dataset includes 4110 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093891-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aa08vh
title: Occurrence Download

description: A dataset containing 12662273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Year 2000-2020",
 "TaxonKey is Arthropoda"
 ]
}

 The dataset includes 12662273 records from 470 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049373-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qkxlcb
title: Occurrence Download

description: A dataset containing 872978 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((26.8785071491592 2.86516246513009,33.0575494318551 2.86516246513009,33.0575494318551 -9.70453313734025,26.8785071491592 -9.70453313734025,26.8785071491592 2.86516246513009))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 872978 records from 449 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012651-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5m7j9y
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Antirrhinum hispanicum Chav.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 309 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035809-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.embyin
title: Occurrence Download

description: A dataset containing 538 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhamnus crocea Nuttall ex Torrey & A.Gray",
 "HasCoordinate is true"
 ]
}

 The dataset includes 538 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021351-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tptswt
title: Occurrence Download

description: A dataset containing 1067 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Betula lenta L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1067 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000810-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cch27j
title: Occurrence Download

description: A dataset containing 8508 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((6.0069 50.1691,5.92773 50.12612,5.8282 50.02207,5.78296 49.93837,5.73772 49.84111,5.76712 49.78455,5.83272 49.71669,5.90058 49.66014,5.88023 49.6149,5.83951 49.55156,5.84177 49.5018,5.96618 49.47918,6.06345 49.44524,6.17882 49.49727,6.25573 49.50632,6.353 49.46334,6.3824 49.53573,6.37788 49.57871,6.42312 49.633,6.50003 49.71895,6.5136 49.77324,6.50229 49.80944,6.42538 49.80944,6.32133 49.84337,6.23763 49.89539,6.17882 49.96552,6.14262 50.04017,6.12905 50.10577,6.13358 50.13517,6.10643 50.16006,6.0544 50.15779,6.0069 50.1691))",
 "PublishingOrg is da86174a-a605-43a4-a5e8-53d484152cd3"
 ]
}

 The dataset includes 8508 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093900-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxkukp
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Cycloderma frenatum Peters, 1854",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 39 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027879-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dkhd82
title: Occurrence Download

description: A dataset containing 222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Pinus pseudostrobus var. apulcensis (Lindl.) Shaw"
 ]
}

 The dataset includes 222 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002763-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.