cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ilxk3o
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guyana",
 "HasCoordinate is true",
 "TaxonKey is Eptesicus brasiliensis (Desmarest, 1819)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015178-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2jfsys
title: Occurrence Download

description: A dataset containing 7844 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Nesomyidae"
 ]
}

 The dataset includes 7844 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229902-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecrft6
title: Occurrence Download

description: A dataset containing 914 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chamaepericlymenum canadense (L.) Asch. & Graebn."
 ]
}

 The dataset includes 914 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080402-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.leqhtx
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "TaxonKey is Tremarctos ornatus (F.G.Cuvier, 1825)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 2 records were derived from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015175-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axz874
title: Occurrence Download

description: A dataset containing 2532219 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhodophyta"
 ]
}

 The dataset includes 2532219 records from 1380 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080406-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/btzdd3fy9t.2
title: RISE Up Study- stress

description: The Reducing Inequities through Social and Educational Change (RISE Up) Study is a natural experiment comparing a cohort of mostly Latinx adolescents from low-income neighborhoods of Los Angeles who applied to high-performing, public, charter high schools in 2013 and 2014. The study examines those who applied to these high performing schools, comparing lottery winners vs. lottery waitlsted students. Prior results of this study have found that lottery winners had lower rates of substance use and delinquent behaviors compared to those waitlisted. We also found that lottery winners had lower rates of self-reported obesity and poor physical health, but only among males. Among females, lottery winners had much higher rates of obesity and poor physical health. Thus, we hypothesized that exposure to high performing schools would lead to more stress among females, but lead to lower or no differences in stress among males. We hypothesized similar patterns regarding self-reported discrimination.

Our results regarding stress were consistent with our hypothesis. We found that among females, lottery winners reported more stress than lottery waitlisters. Among males, lottery winners reported less stress than lottery waitlisters. We found no differences in self-reported discrimination among lottery winners vs. waitlisted among males or females.
DOI: 10.5281/zenodo.13376152
title: Dynamics of island mass effect: detection input & output data

description: "dynamic_IMEdetection.zip" contains a dynamic island mass effect detection software package.

To run:



Unzip "dynamic_IMEdetection.zip"

Download input data

change path, region to process, and options in "main_dynamicIME_detection.m" to work with the location of the unzipped "dynamic_IME_input_output_data" directory.

Run "main_dynamicIME_detection.m"


"dynamic_IME_input_output_data.zip" contains the input data and ouput IME and BO masks of the "dynamic_IMEdetection" software for four case studies:



I04 = Rapa Nui

I07 = Society Islands

I09 = Samoa

I18 = Fiji-Tonga


Input data are custom multi-satellite products computed using the custom-made satellite binning software found here: 10.5281/zenodo.13376824.

Output IME and BO masks are computed using the dynamic IME detection software (i.e. "dynamic_IMEdetection") which works with the original naming (i.e. "I04", "I07", "I09", and "I18") and subdirectory path of of the share data "dynamic_IME_input_output_data".

Output IME/BO mask, chlorophyll concentration, and modelled surface current timeseries in *.gif format:



RapaNui_8Dbin_20160520-0712_20161205-2230_map-time-series.gif = Rapa Nui between 2016/05/20 and 2016/12/05

SocietyIsl_8Dbin_20160622-1012_20170209-0945_map-time-series.gif = Society Islands between 2016/06/22 and 2017/02/09

Samoa_8Dbin_20160810-1115_20170226-1030_map-time-series.gif = Samoa between 2016/08/10 and 2017/02/26

FijiTonga_8Dbin_20170218-1240_20170906-1205_map-time-series.gif = Fiji - Tonga between 2017/02/18 and 2017/09/06
DOI: 10.5281/zenodo.17156826
title: Dynamics of island mass effect: detection input & output data

description: "dynamic_IMEdetection.zip" contains a dynamic island mass effect detection software package.

To run:



Unzip "dynamic_IMEdetection.zip"

Download input data

change path, region to process, and options in "main_dynamicIME_detection.m" to work with the location of the unzipped "dynamic_IME_input_output_data" directory.

Run "main_dynamicIME_detection.m"


"dynamic_IME_input_output_data.zip" contains the input data and ouput IME and BO masks of the "dynamic_IMEdetection" software for four case studies:



I04 = Rapa Nui

I07 = Society Islands

I09 = Samoa

I18 = Fiji-Tonga


Input data are custom multi-satellite products computed using the custom-made satellite binning software found here: 10.5281/zenodo.13376824.

Output IME and BO masks are computed using the dynamic IME detection software (i.e. "dynamic_IMEdetection") which works with the original naming (i.e. "I04", "I07", "I09", and "I18") and subdirectory path of of the share data "dynamic_IME_input_output_data".

Output IME/BO mask, chlorophyll concentration, and modelled surface current timeseries in *.gif format:



RapaNui_8Dbin_20160520-0712_20161205-2230_map-time-series.gif = Rapa Nui between 2016/05/20 and 2016/12/05

SocietyIsl_8Dbin_20160622-1012_20170209-0945_map-time-series.gif = Society Islands between 2016/06/22 and 2017/02/09

Samoa_8Dbin_20160810-1115_20170226-1030_map-time-series.gif = Samoa between 2016/08/10 and 2017/02/26

FijiTonga_8Dbin_20170218-1240_20170906-1205_map-time-series.gif = Fiji - Tonga between 2017/02/18 and 2017/09/06
DOI: 10.7910/dvn/gw0ybd
title: Beyond Property: Uncovering Enslaved People in Women’s Wills in Colonial Jamaica, 1661-1771

description: This dataset documents wills of several hundred women that were recorded in thirty-eight manuscript volumes between 1661 and 1771, housed at the Island Records Office (IRO) in Twickenham Park, St. Catherine, Jamaica. I devised a systematic approach for recording data that related to female colonists by entering them in a spreadsheet. I prioritized wills made by individuals with recognizably female names. Wanting to capture meaningful changes over time, I entered evidence from 741 documents created by women who either lived in Jamaica or who owned property on the island at the time of the will’s recording. Most of the documents (706) were created between 1665 and 1761. Facing time constraints, I then sampled an additional 35 female-authored wills made between 1770 and 1771.
DOI: 10.17632/54kkx44886
title: Shear-Wave Radiation Patterns from Explosive and Earthquake Sources in Scattering, Heterogeneous Media

description: This directory contains input files for SPECFEM2D (https://geodynamics.org/resources/specfem2d) and SPECFEM3D-GLOBE (https://geodynamics.org/resources/specfem3d). Each code has three inputs files: a Parameter file (Par_file), a Station file (STATIONS) and an event file (SOURCE or CMTSOLUTION). These input files give a sense of how we set up our runs but will need to be slightly modified to reproduce specific results. For 2D we included both an isotropic and anisotropic files. 

These files have been approved for unlimited release from Los Alamos National Laboratory under LA-UR-23-31804.
DOI: 10.17632/54kkx44886.2
title: Shear-Wave Radiation Patterns from Explosive and Earthquake Sources in Scattering, Heterogeneous Media

description: This directory contains input files for SPECFEM2D (https://geodynamics.org/resources/specfem2d) and SPECFEM3D-GLOBE (https://geodynamics.org/resources/specfem3d). Each code has three inputs files: a Parameter file (Par_file), a Station file (STATIONS) and an event file (SOURCE or CMTSOLUTION). These input files give a sense of how we set up our runs but will need to be slightly modified to reproduce specific results. For 2D we included both an isotropic and anisotropic files. 

These files have been approved for unlimited release from Los Alamos National Laboratory under LA-UR-23-31804.
DOI: 10.17632/76jm6zrr3d
title: Data for Borg et al Temporal Relationships Among Lunar Crustal Rocks

description: Elemental and isotopic data for lunar samples 15405 and 78236
DOI: 10.17632/76jm6zrr3d.1
title: Data for Borg et al Temporal Relationships Among Lunar Crustal Rocks

description: Elemental and isotopic data for lunar samples 15405 and 78236
DOI: 10.15468/dl.kdrzu9
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chione undatella",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 182 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019670-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5wkc9k6mgy
title: NRSD Model Dataset

description: Improving people’s quality of life and achieving society’s high stability requires ensuring a balance between social needs, economic development conditions, and regional environmental capabilities. Given the significant discrepancies in the socio-economic development of Kazakhstan's regions associated with natural potential, population size, and production structure, there is currently no well-developed methodology for assessing the feasibility of the SDGs in a particular region within Kazakhstan. The purpose of the study is to develop a methodology for rating a region’s sustainable development based on existing approaches to assessing the level of sustainable development in a region. The study of leading world research allowed developing the methodology of the National Rating of Sustainable Development of Regions (further – NRSD) and testing its applicability on empirical data of Kazakhstan. The obtained conclusions based on the assessment of economic and sustainable development of regions allowed the substantiation of the inclusion of ecological, social, and economic indicators as criteria of NRSD. Here is provided dataset used for NRSD model described in the article
DOI: 10.17632/5wkc9k6mgy.1
title: NRSD Model Dataset

description: Improving people’s quality of life and achieving society’s high stability requires ensuring a balance between social needs, economic development conditions, and regional environmental capabilities. Given the significant discrepancies in the socio-economic development of Kazakhstan's regions associated with natural potential, population size, and production structure, there is currently no well-developed methodology for assessing the feasibility of the SDGs in a particular region within Kazakhstan. The purpose of the study is to develop a methodology for rating a region’s sustainable development based on existing approaches to assessing the level of sustainable development in a region. The study of leading world research allowed developing the methodology of the National Rating of Sustainable Development of Regions (further – NRSD) and testing its applicability on empirical data of Kazakhstan. The obtained conclusions based on the assessment of economic and sustainable development of regions allowed the substantiation of the inclusion of ecological, social, and economic indicators as criteria of NRSD. Here is provided dataset used for NRSD model described in the article
DOI: 10.15468/dl.wjj858
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cenchrus polystachios",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019671-250914085247600/datasets/export for details.
DOI: 10.17632/r583tbf77g.3
title: Utility of kidney monitoring in patients with leukocytoclastic vasculitis and negative immunoglobulin A direct immunofluorescence: a retrospective review

description: Supplemental Data for: Utility of kidney monitoring in patients with leukocytoclastic vasculitis and negative immunoglobulin A direct immunofluorescence: a retrospective review
DOI: 10.15468/dl.5swh2d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cenchrus polystachios",
 "Country is Kiribati",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019672-250914085247600/datasets/export for details.
DOI: 10.17632/bnn8bf9fhg.1
title: Radargrams

description: These radargrams are supplementary materials referring to the article Depositional Architecture of a Pleistocene Coastal Barrier Revealed by Ground Penetrating Radar on the Paraná Coast, Southern Brazil.
The primary objective of this study is to provide a detailed characterization of the depositional architecture of a Pleistocene barrier segment located in the inland region of the Superagüi and Paranaguá strandplains. By distinguishing Barrier Systems II and III and delineating their boundary, this work contributes to a broader understanding of how coastal systems respond to sea-level fluctuations and climate change—key factors influencing coastal evolution globally. 
The radarfacies and bounding surfaces show strong correspondence with the sedimentary facies identified in core samples and stratigraphic profiles from previous studies. In the Superagüi strandplain, four main depositional environments were interpreted based on radarfacies distribution and geometry: shoreface, foreshore, backbarrier, and aeolian dune fields. In the Paranaguá strandplain, two principal depositional environments were identified: shoreface and foreshore. 
The first GPR transect was acquired across the Superagüi strandplain, within the domain of Barrier System III, and extends for approximately 2.6 km and displays continuous reflections down to a depth of ~7.5 m. A total of nine radarfacies (Rf1, Rf7, Rf8, Rf9, Rf10, Rf11, Rf12, Rf15, and Rf16) were identified along this transect. In the Paranaguá region, two GPR transects were acquired in the inner portion of the strandplain. Profiles 1 and 2 extend for 345 m and 500 m, respectively, along a NW–SE direction and display similar stratigraphic characteristics. Profile 1, located farther inland, reaches a depth of 6 m, with elevations ranging between +8 and +10 m MSL. Profile 2 covers elevations from +8 to +12 m MSL and also penetrates to 6 m depth. A total of 9 radarfacies were identified across both profiles (Rf2, Rf3, Rf4, Rf5, Rf9, Rf13, Rf14, Rf15 and Rf16).
DOI: 10.5063/f12v2dmg
title: Elevation, vegetation, and soil salinity in restored and reference tidal marshes in California, Oregon, and Washington, 2023-2024.

description: We sampled marsh surface elevation, soil salinity, plant and macroalgal cover, plant composition, and plant species richness at 16 restored and 12 least-disturbed reference tidal marsh sites along the US Pacific coast during summer 2023 and summer 2024. Sites were located in the Tijuana River, Carpinteria, Elkhorn Slough, San Francisco Bay, Coos, Salmon River, Columbia River, Nisqually, and Skagit estuaries. Restored sites were 22 to 62 years old at the time of sampling; least-disturbed reference sites were usually located adjacent to restored marshes. We typically sampled three to four transects per site, measuring marsh surface elevation with RTK-GNSS, soil salinity from pore water extracted from near-surface sediments, and vegetation metrics in 0.25 m2 plots. In vegetation plots we recorded the cover of plants (usually to species level) and macroalgae (to major taxonomic group). This dataset accompanies a publication by Janousek et al. (2025) in Marine Ecology Progress Series which examines vegetation differences between older restored and reference marshes.
DOI: 10.15468/dl.fgfm92
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cenchrus polystachios",
 "Country is Panama",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019673-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8e5g97
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chionista fluctifraga",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 39 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019674-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95g55n
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Podocarpus urbanii"
 ]
}

 The dataset includes 135 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019675-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vmbya
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cenchrus polystachios",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019678-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d4r6v8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cenchrus polystachios",
 "Country is Saint Kitts and Nevis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019677-250914085247600/datasets/export for details.
DOI: 10.15468/dl.8rr2wh
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-96.99507 17.20654,-96.98837 17.19605,-96.98714 17.18545,-96.98647 17.17683,-96.97929 17.17235,-96.93488 17.19934,-96.92434 17.20058,-96.90761 17.21056,-96.89739 17.22106,-96.89495 17.22801,-96.90166 17.23086,-96.91243 17.22928,-96.90724 17.24252,-96.90202 17.25239,-96.89766 17.25797,-96.90056 17.26505,-96.96882 17.23584,-96.96973 17.22893,-96.97801 17.22334,-96.99507 17.20654))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 59 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019679-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17161836
title: K2-18b-Like Mini-Neptune around Sun Grids

description: This database provides the grids used during my summer 2025 internship at NASA Ames, and are used in many of the jupyter notebook files provided in the attached github link that summarize the project.

The project focused on differentiating mini-Neptune and terrestrial (namely, Modern and Archean Earth) reflected spectras in anticipation for new exoplanet initial detections with Habitable Worlds Observatory. This was done by creating grids of mini-Neptune structures that were K2-18b like around Sun-like stars, ranging over the following parameters:

Total Flux:

0.1 - 2.0 x Solar

Planet Metallicity:

3 - 100 x Solar

Internal Temperature (Tint):

20 - 200 K

Eddy Diffusion Coefficient (Kzz):

10^5  - 10^9  cm^2/s

Phase: relative to the observer and location in orbit, this describes how much of the face of the planet we are able to see, with planet/star flux decreasing as phase increases. 

~ 0 - 170°

The PICASO_climate_fv.h5 grid utilizes the open source code, PICASO, that can calculate a temperature-pressure profile of these mini-Neptunes that assumes energy conservation at every atmospheric layer (and chemical equilibrium). This includes a sample of 160 different mini-Neptunes.

The Photochem_1D_fv.h5 grid utilizes the open source code, Photochem, a 1D photochemical model open source code that calculates molecular abundances that have reached a steady state after accounting for temperature-pressure gradients, UV photolysis, and vertical mixing. This includes a sample of 480 different mini-Neptunes.

The ReflectedSpectra_fv.h5 grid utilizes the reflected spectra calculations done in PICASO to provide a sample of 8640 different mini-Neptunes.

The following links are to PICASO & Photochem githubs:

https://github.com/natashabatalha/picaso.git

https://github.com/Nicholaswogan/photochem.git