cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29367752
title: Analysis of Multipath Effects in Global Trade Networks Based on Multimodal, High Dimensional, Heterogeneous Transformer Architecture: Deconstruction of Nonlinear Cascade and Dynamic Chain Reaction

description: This paper proposes a multi-path effect analysis model for major economies in the<br>global trade network based on the MH-DP Transformer architecture. The global trade<br>network comprises interconnected nodes, with interactions among major economies<br>(China, the US, Japan, and Europe) being crucial. A trade network model with four<br>regional nodes and their connections is established to simulate trade flow propagation<br>and capture the nonlinear feedback mechanism through an iterative process. The study utilized three datasets: the Global Trade Dataset from the World Bank, the OECD GlobalValue Chain Dataset, and the SCM World Supply Chain Risk Dataset. These datasets provide comprehensive information on trade volumes, industrial interdependencies, and supply chain risks, respectively. To ensure uniformity and compatibility, the data underwent preprocessing, including normalization, standardization, and handling missing values. The datasets were aligned temporally, geographically, and industrially.
DOI: 10.6084/m9.figshare.29367752.v1
title: Analysis of Multipath Effects in Global Trade Networks Based on Multimodal, High Dimensional, Heterogeneous Transformer Architecture: Deconstruction of Nonlinear Cascade and Dynamic Chain Reaction

description: This paper proposes a multi-path effect analysis model for major economies in the<br>global trade network based on the MH-DP Transformer architecture. The global trade<br>network comprises interconnected nodes, with interactions among major economies<br>(China, the US, Japan, and Europe) being crucial. A trade network model with four<br>regional nodes and their connections is established to simulate trade flow propagation<br>and capture the nonlinear feedback mechanism through an iterative process. The study utilized three datasets: the Global Trade Dataset from the World Bank, the OECD GlobalValue Chain Dataset, and the SCM World Supply Chain Risk Dataset. These datasets provide comprehensive information on trade volumes, industrial interdependencies, and supply chain risks, respectively. To ensure uniformity and compatibility, the data underwent preprocessing, including normalization, standardization, and handling missing values. The datasets were aligned temporally, geographically, and industrially.
DOI: 10.15468/dl.gm4n3m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gloeocystis Nägeli, 1849",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058672-250525065834625/datasets/export for details.
DOI: 10.15468/dl.68nk4m
title: Occurrence Download

description: A dataset containing 218239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Elapidae"
 ]
}

 The dataset includes 218239 records from 499 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058661-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26180/28693304
title: AWED Wolbachia monitoring dataset

description: This dataset holds cluster-level wMel Wolbachia monitoring data from the Applying Wolbachia to Eliminate Dengue (AWED) trial.
DOI: 10.26180/28693304.v1
title: AWED Wolbachia monitoring dataset

description: This dataset holds cluster-level wMel Wolbachia monitoring data from the Applying Wolbachia to Eliminate Dengue (AWED) trial.
DOI: 10.15468/dl.kbb7xf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gloeocystis Nägeli, 1849",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.5808 -24.13,35.5909 -24.0715,30.5701 -24.0715,30.5701 -28.5786,32.4847 -28.5786,32.55 -28.5222,33.0346 -26.8668,32.9741 -26.7838,33.0415 -26.059,32.9304 -26.0011,32.7994 -26.1281,32.6834 -26.0015,32.813 -25.8728,32.8513 -25.7166,33.3048 -25.3731,35.1489 -24.6699,35.5808 -24.13))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058675-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29367773
title: <b>Microsatellite datasets in Genepop format</b>:The first dataset includes <b>1,021 genotypes</b>, uncorrected for repeated multilocus genotypes (MLGs).The second dataset contains <b>912 distinct MLGs</b>, representing one unique multilocus genotype per individual.

description: Canopy-forming seaweeds, especially fucoids (Fucales, Phaeophyceae), constitute marine forests in the Mediterranean Sea that deliver key ecosystem services. However, escalating human pressures in coastal areas have led to habitat fragmentation, significantly impacting the dynamics of gene flow and evolutionary trajectories. In this study, we investigated population connectivity among 43 sites hosting <i>Ericaria amentacea </i>situated in the northwestern Mediterranean Sea. By integrating microsatellite genotyping and biophysical modelling, we aimed to evaluate the hypothesis that population connectivity is approximated  by oceanographic connectivity, rather than coastal distance. While traditional approaches to oceanographic connectivity  had focused on single-generation dispersal models, we adopted a multigeneration perspective. This involves employing a biophysical model that considers gene flow through multiple stepping-stones  populations across the <i>E. amentacea</i> distribution and over distinct generations of dispersal. Using distance-based redundancy analysis (db-RDA), we found that multi-generation dispersal significantly contributes to genetic differentiation, surpassing the influence of coastal distance. Even so, genetic differentiation remained significant among all population pairs, suggesting that gene flow may be hindered by differential selection acting against migrants and/or obscured by the effects of local genetic drift. The latter is likely, given the species' low dispersal potential and self-compatibility, both of which promote small, spatially restricted breeding units. In addition, our results emphasized that oceanographic connectivity promoted long-distance dispersal across northern Corsica and Eastern Provence over a single generation throughout the drifting of fertile thalli, which might have contributed to moderate differentiation between local populations. Overall, this pilot framework highlights the value of considering multi-generation dispersal across numerous intermediate stepping-stones for informing management strategies aimed at enhancing population connectivity and safeguarding genetic diversity in seaweeds.
DOI: 10.6084/m9.figshare.29367773.v1
title: <b>Microsatellite datasets in Genepop format</b>:The first dataset includes <b>1,021 genotypes</b>, uncorrected for repeated multilocus genotypes (MLGs).The second dataset contains <b>912 distinct MLGs</b>, representing one unique multilocus genotype per individual.

description: Canopy-forming seaweeds, especially fucoids (Fucales, Phaeophyceae), constitute marine forests in the Mediterranean Sea that deliver key ecosystem services. However, escalating human pressures in coastal areas have led to habitat fragmentation, significantly impacting the dynamics of gene flow and evolutionary trajectories. In this study, we investigated population connectivity among 43 sites hosting <i>Ericaria amentacea </i>situated in the northwestern Mediterranean Sea. By integrating microsatellite genotyping and biophysical modelling, we aimed to evaluate the hypothesis that population connectivity is approximated  by oceanographic connectivity, rather than coastal distance. While traditional approaches to oceanographic connectivity  had focused on single-generation dispersal models, we adopted a multigeneration perspective. This involves employing a biophysical model that considers gene flow through multiple stepping-stones  populations across the <i>E. amentacea</i> distribution and over distinct generations of dispersal. Using distance-based redundancy analysis (db-RDA), we found that multi-generation dispersal significantly contributes to genetic differentiation, surpassing the influence of coastal distance. Even so, genetic differentiation remained significant among all population pairs, suggesting that gene flow may be hindered by differential selection acting against migrants and/or obscured by the effects of local genetic drift. The latter is likely, given the species' low dispersal potential and self-compatibility, both of which promote small, spatially restricted breeding units. In addition, our results emphasized that oceanographic connectivity promoted long-distance dispersal across northern Corsica and Eastern Provence over a single generation throughout the drifting of fertile thalli, which might have contributed to moderate differentiation between local populations. Overall, this pilot framework highlights the value of considering multi-generation dispersal across numerous intermediate stepping-stones for informing management strategies aimed at enhancing population connectivity and safeguarding genetic diversity in seaweeds.
DOI: 10.15468/dl.crkujg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyosemion hanneloreae Radda & Pürzl, 1985",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((37.1382 11.0599,28.1382 11.0599,28.1382 2.0599,37.1382 2.0599,37.1382 11.0599))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058673-250525065834625/datasets/export for details.
DOI: 10.26180/28693301
title: AWED participant dataset

description: This dataset holds deidentified participant data from the Applying Wolbachia to Eliminate Dengue (AWED) trial.
DOI: 10.26180/28693301.v1
title: AWED participant dataset

description: This dataset holds deidentified participant data from the Applying Wolbachia to Eliminate Dengue (AWED) trial.
DOI: 10.15468/dl.gaubuq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyosemion hanneloreae Radda & Pürzl, 1985",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((36.6773 -19.208,37.1382 -18.642,37.1382 -15.9401,28.1382 -15.9401,28.1382 -24.9401,35.4247 -24.9401,35.8709 -24.466,36.104 -22.9254,35.9928 -21.5082,35.6186 -21.0464,35.2681 -20.21,36.0896 -19.4412,36.6773 -19.208))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058677-250525065834625/datasets/export for details.
DOI: 10.15468/dl.kdynrn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gloeocystis Nägeli, 1849",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058678-250525065834625/datasets/export for details.
DOI: 10.15468/dl.wvfusj
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dicranella ditissima (Hampe) Mitt."
 ]
}

 The dataset includes 27 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058676-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xnzvz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gloeocystis Nägeli, 1849",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058680-250525065834625/datasets/export for details.
DOI: 10.15468/dl.7usnsm
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucamptodontopsis aberrans (J.-P.Frahm) M.J.Price"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058682-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbeepg
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sporopodium citrinum (Zahlbr.) Elix, Lumbsch & Lücking"
 ]
}

 The dataset includes 42 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058681-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mekbjq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyosemion hanneloreae Radda & Pürzl, 1985",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((37.1382 -6.9401,28.1382 -6.9401,28.1382 -15.9401,37.1382 -15.9401,37.1382 -6.9401))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058679-250525065834625/datasets/export for details.
DOI: 10.15468/dl.t633rt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gloeocystis Nägeli, 1849",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058683-250525065834625/datasets/export for details.
DOI: 10.15468/dl.wdu6xp
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microdus muralis (Hampe) Paris"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058684-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t3yd9e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyosemion hanneloreae Radda & Pürzl, 1985",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.2919 -25.0813,35.4247 -24.9401,28.1382 -24.9401,28.1382 -33.4828,28.196 -33.4487,30.377 -31.6356,31.6769 -29.761,32.8025 -28.8229,33.358 -27.1012,33.4492 -25.7792,35.2919 -25.0813))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058685-250525065834625/datasets/export for details.
DOI: 10.15468/dl.esdzba
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gloeocystis Nägeli, 1849",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058686-250525065834625/datasets/export for details.
DOI: 10.15468/dl.346gxc
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphaerothecium phascoideum (Hampe) Hampe"
 ]
}

 The dataset includes 18 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058688-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7mpw6z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gloeocystis Nägeli, 1849",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058689-250525065834625/datasets/export for details.
DOI: 10.15468/dl.xumvm4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyosemion hanneloreae Radda & Pürzl, 1985",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((37.1 -47.075,37.1382 -47.1134,37.1382 -46.9324,37.1 -47.075))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058691-250525065834625/datasets/export for details.
DOI: 10.15468/dl.cfpyha
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pleuridium lindigianum (Hampe) S.P.Churchill"
 ]
}

 The dataset includes 23 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058692-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.je5jfw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gloeothece Nägeli, 1849",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058693-250525065834625/datasets/export for details.
DOI: 10.5065/s7bm-r313
title: ICARUS Chamber Experiment: 2014 FIXCIT Study_20140103_ISOPRENE/nitric oxide/hydrogen peroxide_Hydroxyl radical_No Seed_Isoprene + OH, high NO, dry, no seeds

description: Goals: High NO isoprene oxidation experiment. Interested mainly in working out chamber method for high-NOx condition with this many instruments.Summary: Isoprene injection was conducted as the first step in the consideration of OH reactivity measurement. H2O2 injection proceeded as normally. 4.5 minutes NO injection was conducted to obtain 500 ppb NO level in the chamber. After approximately 30-45 minutes of sampling, instruments reported stable backgrounds so the UV lights were turned on. We have 50% lights on for the high-NOx conditions to slow down the isoprene decay. The bag was not very puffy when instruments started to sample for the background before lights on. For future runs, it might be better to fill the bag before background sampling started. This means the initial concentrations of all the precursors should be ~15% higher than the final desired values. I/A CIMS detected a signal at m/z 90 and they confirmed that this signal is oxalic acid. This might be resulted from the last experiment we did with HCHO injection involved.Organization: 2014 FIXCIT Study Lab Affiliation: California Institute of Technology Chamber: Seinfeld chambersExperiment Category: Gas phase chemical reaction Oxidant: Hydroxyl radical Reactants: ISOPRENE, nitric oxide, hydrogen peroxide Reaction Type: Photooxidation Relative Humidity: 5 Temperature: 26 Pressure: 750 Torr
DOI: 10.15468/dl.ujhx6u
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pleuridium subenerve (Hampe) S.P.Churchill"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058694-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.