cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14542239
title: A Unified Ensemble Soil Moisture Dataset Across the Continental United States

description: A unified ensemble soil moisture (SM) package has been developed over the Continental United States (CONUS). The data package includes 19 products from land surface models, remote sensing, reanalysis, and machine learning models. All datasets are unified to a 0.25-degree and monthly spatiotemporal resolution, covering various temporal spans and providing a comprehensive view of surface SM dynamics. The statistical analysis of the datasets leverages the Koppen-Geiger Climate Classification to explore surface SM’s spatiotemporal variabilities. The extracted SM characteristics highlight distinct patterns, with the western CONUS showing larger coefficient of variation values and the eastern CONUS exhibiting higher SM values. Remote sensing datasets tend to be drier, while reanalysis products present wetter conditions. In-situ SM observations serve as the basis for wavelet power spectrum analyses to explain discrepancies with respect to temporal scales across the 16 datasets facilitating daily SM records. This study provides a comprehensive soil moisture data package and an analysis framework that can be used for Earth system model evaluations and uncertainty quantification, quantifying drought impacts and land–atmosphere interactions, and making recommendations for drought response planning.

Data details: 1. scripts: 1) process data from original spatial resolution to 0.25 degree; 2) process data from original temporal resolution to monthly; 3) process the monthly data to seasonal mean analysis; 4) wavelet analysis. 2. data: 1) monthly 0.25deg data processed from raw datasets; 2) monthly and seasonal climatology data for comparison; 3) site data for wavelet analysis.

Reference: The data manuscript is under review now and will add it here later.

Contact: Mingjie Shi <mingjie.shi@pnnl.gov>; Lingcheng Li <lingcheng.li@pnnl.gov>
DOI: 10.15468/dl.tmbb3p
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "StateProvince is Mato Grosso",
 "TaxonKey is Trichilia micropetala T.D.Penn."
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045598-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14542261
title: Dioecy in a wind-pollinated herb explained by disruptive selection on sex allocation

description: This document contains the datasets and R codes for the study of 'Dioecy in a wind-pollinated herb explained by disruptive selection on sex allocation'.
DOI: 10.5281/zenodo.14542235
title: Research data for Photochemical Au(I)-Au(I) Bond Formation: A Battle Between Intersystem Crossing and Internal Conversion

description: This is repository of research data for paper: Photochemical Au(I)-Au(I) Bond Formation: A Battle Between Intersystem Crossing and Internal Conversion.
DOI: 10.5281/zenodo.14542236
title: Research data for Photochemical Au(I)-Au(I) Bond Formation: A Battle Between Intersystem Crossing and Internal Conversion

description: This is repository of research data for paper: Photochemical Au(I)-Au(I) Bond Formation: A Battle Between Intersystem Crossing and Internal Conversion.
DOI: 10.6084/m9.figshare.28078544.v1
title: Appendix A: Chapter Meta Data

description: Sample meta-data for chapter two, including sample site, environmental replicate, and technical replicate information. The total number of amplicon sequencing variants (ASVs) retained within each dataset is denoted per sample.
DOI: 10.6084/m9.figshare.28078544
title: Appendix A: Chapter Meta Data

description: Sample meta-data for chapter two, including sample site, environmental replicate, and technical replicate information. The total number of amplicon sequencing variants (ASVs) retained within each dataset is denoted per sample.
DOI: 10.15468/dl.3sfs9f
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "StateProvince is one of (caldas, risaralda, quindío)",
 "TaxonKey is one of (Magnolia Plum. ex L.)"
 ]
 }
 ]
}

 The dataset includes 139 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045599-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14510077
title: Supported codes and data for "A numerical assessment of ocean alkalinity enhancement efficiency on a river-dominated continental shelf – a case study in the northern Gulf of Mexico"

description: This dataset comprises matlab codes and truncated raw data from the Gulf-COAWST model hindcast over the northern Gulf of Mexico. The codes and data support the research presented in "A numerical assessment of ocean alkalinity enhancement efficiency on a river-dominated continental shelf – a case study in the northern Gulf of Mexico" and are organized by sections discussed in the paper.

Readers can find the following figures and tables presented in the paper in the listed folders (highlighted by italic and bold font):

Figure 1 in section2.1

Figures 2–3 in section3.1

Figures 4–5 in section3.2

Figure 6 in section4.1

Figure 7 in section4.2

Figure 8 in section4.3

Figures S1–S7 and Table S1 in section_supplementary

The grid file which is in the netCDF format is stored in folder grid. The folder matlab_toolbox is the toolbox needs for the data processing and figure plotting.
DOI: 10.15468/dl.n3bb82
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "StateProvince is Mato Grosso",
 "TaxonKey is Eugenia anastomosans DC."
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045600-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14510076
title: Supported codes and data for "A numerical assessment of ocean alkalinity enhancement efficiency on a river-dominated continental shelf – a case study in the northern Gulf of Mexico"

description: This dataset comprises matlab codes and truncated raw data from the Gulf-COAWST model hindcast over the northern Gulf of Mexico. The codes and data support the research presented in "A numerical assessment of ocean alkalinity enhancement efficiency on a river-dominated continental shelf – a case study in the northern Gulf of Mexico" and are organized by sections discussed in the paper.

Readers can find the following figures and tables presented in the paper in the listed folders (highlighted by italic and bold font):

Figure 1 in section2.1

Figures 2–3 in section3.1

Figures 4–5 in section3.2

Figure 6 in section4.1

Figure 7 in section4.2

Figure 8 in section4.3

Figures S1–S6 and Table S1 in section_supplementary

The grid file which is in the netCDF format is stored in folder grid. The folder matlab_toolbox is the toolbox needs for the data processing and figure plotting.
DOI: 10.5281/zenodo.14542251
title: Supported codes and data for "A numerical assessment of ocean alkalinity enhancement efficiency on a river-dominated continental shelf – a case study in the northern Gulf of Mexico"

description: This dataset comprises matlab codes and truncated raw data from the Gulf-COAWST model hindcast over the northern Gulf of Mexico. The codes and data support the research presented in "A numerical assessment of ocean alkalinity enhancement efficiency on a river-dominated continental shelf – a case study in the northern Gulf of Mexico" and are organized by sections discussed in the paper.

Readers can find the following figures and tables presented in the paper in the listed folders (highlighted by italic and bold font):

Figure 1 in section2.1

Figures 2–3 in section3.1

Figures 4–5 in section3.2

Figure 6 in section4.1

Figure 7 in section4.2

Figure 8 in section4.3

Figures S1–S6 and Table S1 in section_supplementary

The grid file which is in the netCDF format is stored in folder grid. The folder matlab_toolbox is the toolbox needs for the data processing and figure plotting.
DOI: 10.15468/dl.cz8v3g
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astronium ulei Mattick"
 ]
}

 The dataset includes 139 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045601-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxstpx
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "StateProvince is Mato Grosso",
 "TaxonKey is Myrcia subsessilis O.Berg"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045602-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4krxz9
title: Occurrence Download

description: A dataset containing 2156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sula nebouxii excisa Todd, 1948"
 ]
}

 The dataset includes 2156 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045603-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14542275
title: Particle data and statistics from multiple realisations of discrete fracture network simulations

description: Description for file "simulation-particle-data.csv".

First row is header information, as follows: 

Column 1, label "R":    Realisation label of the DFN.

Column 2, label "seed":    Seed used for generating DFN realisation.

Column 3, label "sdx":    Parameter controlling correlation length, as follows:   0   indicates no correlation (smooth fractures).   0.1 indicates weak correlation.   1.0 indicates strong correlation.

Column 4, label "particle_nr":    Particle number.

Column 5, label "flux":    Volumetric flux of water at location of particle (m3/s).   Used for obtaining flux injection mode.

Column 6, label "tau":    Travel time of particle for entire trajectory (yr).

Column 7, label "beta":    Transport resistence value of particle for entire trajectory (yr/m). 

 

Description for file "simulation-particle-statistics.csv".

First row is header information, as follows: 

Column 1, label "R":    Realisation label of the DFN.

Column 2, label "ensemble":    TRUE if this row refers to ensemble data (all realisations)   FALSE if this row refers to single realisations data

Column 3, label "sdx":    Parameter controlling correlation length, as follows:   0   indicates no correlation (smooth fractures).   0.1 indicates weak correlation.   1.0 indicates strong correlation.

Column 4, label "variable":    Identifier for tau or beta parameter:    t = tau, units yr.   b = beta, units yr/m.

Column 5, label "injection_mode":    Injection mode label:   FI = flux injection.   RI = resident injection. 

Column 6, label "min":    Minimum value. 

Column 7, label "perc0.001":    0.001 percentile value.

Column 8, label "perc0.01":    0.01 percentile value.

Column 9, label "perc0.1":    0.1 percentile value.

Column 10, label "median":    Median value.
DOI: 10.5281/zenodo.14542276
title: Particle data and statistics from multiple realisations of discrete fracture network simulations

description: Description for file "simulation-particle-data.csv".

First row is header information, as follows: 

Column 1, label "R":    Realisation label of the DFN.

Column 2, label "seed":    Seed used for generating DFN realisation.

Column 3, label "sdx":    Parameter controlling correlation length, as follows:   0   indicates no correlation (smooth fractures).   0.1 indicates weak correlation.   1.0 indicates strong correlation.

Column 4, label "particle_nr":    Particle number.

Column 5, label "flux":    Volumetric flux of water at location of particle (m3/s).   Used for obtaining flux injection mode.

Column 6, label "tau":    Travel time of particle for entire trajectory (yr).

Column 7, label "beta":    Transport resistence value of particle for entire trajectory (yr/m). 

 

Description for file "simulation-particle-statistics.csv".

First row is header information, as follows: 

Column 1, label "R":    Realisation label of the DFN.

Column 2, label "ensemble":    TRUE if this row refers to ensemble data (all realisations)   FALSE if this row refers to single realisations data

Column 3, label "sdx":    Parameter controlling correlation length, as follows:   0   indicates no correlation (smooth fractures).   0.1 indicates weak correlation.   1.0 indicates strong correlation.

Column 4, label "variable":    Identifier for tau or beta parameter:    t = tau, units yr.   b = beta, units yr/m.

Column 5, label "injection_mode":    Injection mode label:   FI = flux injection.   RI = resident injection. 

Column 6, label "min":    Minimum value. 

Column 7, label "perc0.001":    0.001 percentile value.

Column 8, label "perc0.01":    0.01 percentile value.

Column 9, label "perc0.1":    0.1 percentile value.

Column 10, label "median":    Median value.
DOI: 10.15468/dl.9k48xs
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "StateProvince is MAto Grosso",
 "TaxonKey is Quiina florida Tul."
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045604-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsn2yq
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Butorides sundevalli (Reichenow, 1877)"
 ]
}

 The dataset includes 264 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045605-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgbmkg
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "StateProvince is Mato Grosso",
 "TaxonKey is Chaetocarpus schomburgkianus (Kuntze) Pax & K.Hoffm."
 ]
}

 The dataset includes 16 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045606-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85ehcp
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lepanthes lucifer Luer & Hirtz"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045607-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.saemug
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "StateProvince is one of (MAto Grosso, Mato Grosso)",
 "TaxonKey is Pagamea coriacea Spruce ex Benth."
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045608-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10266367
title: WallStreetBets 2022
DOI: 10.15468/dl.bc95k7
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "StateProvince is Mato Grosso",
 "TaxonKey is Palicourea lasiantha K.Krause"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045609-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccdsrq
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagidium ahuacaense Ledesma, Wener, Spotorno & Albuja, 2009"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045610-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ws5a4v
title: Occurrence Download

description: A dataset containing 391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phacelia secunda J.F.Gmel."
 ]
}

 The dataset includes 391 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045611-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsdpzn
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "StateProvince is Mato Grosso",
 "TaxonKey is Ticorea longiflora DC."
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045612-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5t5fp
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "StateProvince is Mato Grosso",
 "TaxonKey is Solanum mauritianum Scop."
 ]
}

 The dataset includes 13 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045613-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xkwx2m
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "StateProvince is Mato Grosso",
 "TaxonKey is one of (Solanum mauritianum Willd. ex Roth, Solanum mauritianum Blanco, Solanum mauritianum Scop., Solanum mauritianum Willd.)"
 ]
}

 The dataset includes 20 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045614-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzkjwp
title: Occurrence Download

description: A dataset containing 730 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solanum phureja Juz. & Bukasov"
 ]
}

 The dataset includes 730 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045615-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9rmjb
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "StateProvince is one of (MAto Grosso, Mato Grosso)",
 "TaxonKey is Solanum riparium Pers."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045616-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14542325
title: data for Microphysical Responses to Cloud Seeding: Insights from Observation-Validated Simulations

description: data for manuscript "Microphysical Responses to Cloud Seeding: Insights from Observation-Validated Simulations" that submiited to GRL
DOI: 10.5281/zenodo.14542326
title: data for Microphysical Responses to Cloud Seeding: Insights from Observation-Validated Simulations

description: data for manuscript "Microphysical Responses to Cloud Seeding: Insights from Observation-Validated Simulations" that submiited to GRL
DOI: 10.15468/dl.rv2jk3
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "StateProvince is one of (valle del cauca)",
 "TaxonKey is one of (Magnolia Plum. ex L.)"
 ]
 }
 ]
}

 The dataset includes 112 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045618-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53pfzb
title: Occurrence Download

description: A dataset containing 2207 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendroctonus valens LeConte, 1859"
 ]
}

 The dataset includes 2207 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045619-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4m9y7b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solidago gigantea Hook."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045621-241126133413365/datasets/export for details.