cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gtq8vv
title: Occurrence Download

description: A dataset containing 42246 records in GBIF matching the query:
SELECT
 '611' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 66.79314043790278
 AND decimalLatitude &lt;= 72.77152049497572
 AND decimalLongitude &gt;= 17.960078459264157
 AND decimalLongitude &lt;= 32.399858100975436
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 42246 records were derived from 322 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000817-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bmyrp
title: Occurrence Download

description: A dataset containing 0 records in GBIF matching the query:
SELECT 
 "gbifid", "taxonkey", "phylum", "class", "order", "eventdate", "year", "month", "day", "georeferenceddate", "dateidentified", "lastinterpreted", "basisofrecord"
 FROM occurrence
 WHERE 
 "hasgeospatialissues" = FALSE AND "hascoordinate" = TRUE AND ("occurrencestatus" = 'present') AND "decimallatitude" &gt; 41.9 AND "decimallatitude" &lt;= 41.95 AND "decimallongitude" &gt; -70.6 AND "decimallongitude" &lt;= -70.55

 The dataset's 0 records were derived from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000825-260129131611470/datasets/export for details.
DOI: 10.3886/e228327v1-198210
title: Data and Code for: Gender Differences in Financial Advice

description: Based on data gathered from 27,000 real-world meetings between financial advisors and clients of a large German bank, we show that advisors offer more self-serving advice to women, while men are more likely to receive sales fee rebates and less likely to be recommended expensive in-house multi-asset funds. Additional client and advisor surveys provide evidence consistent with statistical discrimination based on gender as a proxy for client financial sophistication, with female clients exhibiting lower financial literacy, confidence, and price sensitivity. Moreover, female advisors report less confidence in their own professional skills and engage in less discrimination than their male colleagues.
description: Clients of a German bank (Proprietary bank data)<br><br>Financial advisors in Germany (Experimental surveys).
DOI: 10.15468/dl.bvryaf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Colletotrichum truncatum",
 "TaxonKey is Colletotrichum scovillei",
 "TaxonKey is Colletotrichum endophyticum",
 "TaxonKey is Colletotrichum karsti",
 "TaxonKey is Colletotrichum plurivorum",
 "TaxonKey is Colletotrichum gloeosporioides",
 "TaxonKey is Colletotrichum fructicola",
 "TaxonKey is Colletotrichum siamense",
 "TaxonKey is Colletotrichum brevisporum",
 "TaxonKey is Colletotrichum javanense",
 "TaxonKey is Colletotrichum makassarense",
 "TaxonKey is Colletotrichum tainanense",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000820-260129131611470/datasets/export for details.
DOI: 10.5281/zenodo.18422212
title: Synthesis, XRD, EMR, magnetic, and optical studies of trigonal and triclinic dinuclear MNM-analogous Gd3+ complexes

description: Two structurally similar dinuclear Gd3+ complexes are newly synthesized as potential molecular nanomagnets (MNMs): [Gd2(L1)3](NO3)3 (1 symmetric) and [Gd2(L2)3(NO3)3] (2 dissymmetric). Characterization by variety of experimental techniques: XRD, EMR, magnetic measurements, and optical spectroscopy was carried out. The EMR and magnetic measurements reveal that the two Gd3+ complexes show very weak exchange interactions. Hence these complexes can be classified as the MNM-analogous complexes. The zero-field splitting (ZFS) parameters  were fitted from EMR spectra using the forms of the zero-field splitting Hamiltonian (HZFS) suitable for Gd3+ ions at various symmetry sites. This enabled exposing the role of site symmetry for proper interpretation of spectroscopic and magnetic properties of these Gd3+ complexes. Several fitting schemes were employed to investigate the relative importance of each k-rank ′s for Gd3+ ions. The distinction between actual (low/high) site symmetry and apparent (lower/higher) site symmetry was introduced. Since for triclinic site symmetry (complex 2), infinite number of physically equivalent ZFSP sets exist, to assess equivalence of independently obtained sets, we utilize the invariant quantities and standardization. Our findings clearly demonstrate the importance of the low and high symmetry aspects in EMR studies. This paper prepares grounds for an in-depth study of the symmetry aspects inherent in the modelled ZFSP sets for the two complexes. These aspects are not well recognized as yet and thus are frequently overlooked in literature. Their elucidation is crucial since improper treatment of the low and high symmetry aspects may potentially lead to erroneous interpretations of compounds’ properties.
description: This work was primarily supported by the grant: (PI: CZR): OPUS UMO-2016/21/B/ST4/02064 and to a lesser extent: (PI: DM): PRELUDIUM UMO-2022/45/N/ST4/00344; (PI: AG): SONATA UMO-2020/39/D/ST4/01182, from Polish National Science Centre. C. Rudowicz acknowledges partial support from the internal research grant from the Faculty of Chemistry, Adam Mickiewicz University. Thanks are due to Prof. Henry S. La Pierre for useful explanations on the actual site symmetry of their compounds (Gompa et al, Inorg. Chem. 60, 9064 (2021).
DOI: 10.5281/zenodo.18422607
title: Synthesis, XRD, EMR, magnetic, and optical studies of trigonal and triclinic dinuclear MNM-analogous Gd3+ complexes

description: Two structurally similar dinuclear Gd3+ complexes are newly synthesized as potential molecular nanomagnets (MNMs): [Gd2(L1)3](NO3)3 (1 symmetric) and [Gd2(L2)3(NO3)3] (2 dissymmetric). Characterization by variety of experimental techniques: XRD, EMR, magnetic measurements, and optical spectroscopy was carried out. The EMR and magnetic measurements reveal that the two Gd3+ complexes show very weak exchange interactions. Hence these complexes can be classified as the MNM-analogous complexes. The zero-field splitting (ZFS) parameters  were fitted from EMR spectra using the forms of the zero-field splitting Hamiltonian (HZFS) suitable for Gd3+ ions at various symmetry sites. This enabled exposing the role of site symmetry for proper interpretation of spectroscopic and magnetic properties of these Gd3+ complexes. Several fitting schemes were employed to investigate the relative importance of each k-rank ′s for Gd3+ ions. The distinction between actual (low/high) site symmetry and apparent (lower/higher) site symmetry was introduced. Since for triclinic site symmetry (complex 2), infinite number of physically equivalent ZFSP sets exist, to assess equivalence of independently obtained sets, we utilize the invariant quantities and standardization. Our findings clearly demonstrate the importance of the low and high symmetry aspects in EMR studies. This paper prepares grounds for an in-depth study of the symmetry aspects inherent in the modelled ZFSP sets for the two complexes. These aspects are not well recognized as yet and thus are frequently overlooked in literature. Their elucidation is crucial since improper treatment of the low and high symmetry aspects may potentially lead to erroneous interpretations of compounds’ properties.
description: This work was primarily supported by the grant: (PI: CZR): OPUS UMO-2016/21/B/ST4/02064 and to a lesser extent: (PI: DM): PRELUDIUM UMO-2022/45/N/ST4/00344; (PI: AG): SONATA UMO-2020/39/D/ST4/01182, from Polish National Science Centre. C. Rudowicz acknowledges partial support from the internal research grant from the Faculty of Chemistry, Adam Mickiewicz University. Thanks are due to Prof. Henry S. La Pierre for useful explanations on the actual site symmetry of their compounds (Gompa et al, Inorg. Chem. 60, 9064 (2021).
DOI: 10.3886/e228327v1-198211
title: Data and Code for: Gender Differences in Financial Advice

description: Based on data gathered from 27,000 real-world meetings between financial advisors and clients of a large German bank, we show that advisors offer more self-serving advice to women, while men are more likely to receive sales fee rebates and less likely to be recommended expensive in-house multi-asset funds. Additional client and advisor surveys provide evidence consistent with statistical discrimination based on gender as a proxy for client financial sophistication, with female clients exhibiting lower financial literacy, confidence, and price sensitivity. Moreover, female advisors report less confidence in their own professional skills and engage in less discrimination than their male colleagues.
description: Clients of a German bank (Proprietary bank data)<br><br>Financial advisors in Germany (Experimental surveys).
DOI: 10.3886/icpsr302178
title: National Neighborhood Data Archive (NaNDA): Essential Workers by Census Tract and ZIP Code Tabulation Area, United States, 2018-2022
title: Archival Version

description: <p><span>This dataset contains measures of essential workers at the census tract and ZIP Code Tabulation Area (ZCTA) levels in the United States for the years 2018-2022. The unit of analysis is geographic areas defined by Census Tract 2020 and ZCTA 2020 boundaries. Variables include total counts of essential workers and the proportion of essential workers within the civilian employed population aged 16 and older in each tract and ZCTA. The data are based on American Community Survey (ACS) five-year estimates for 2019-2023 and use essential worker designations from the American Civil Liberties Union (ACLU) classification aligned with Standard Occupational Classification codes.</span></p>
DOI: 10.3886/icpsr302178.v1
title: National Neighborhood Data Archive (NaNDA): Essential Workers by Census Tract and ZIP Code Tabulation Area, United States, 2018-2022
title: Version 1

description: <p><span>This dataset contains measures of essential workers at the census tract and ZIP Code Tabulation Area (ZCTA) levels in the United States for the years 2018-2022. The unit of analysis is geographic areas defined by Census Tract 2020 and ZCTA 2020 boundaries. Variables include total counts of essential workers and the proportion of essential workers within the civilian employed population aged 16 and older in each tract and ZCTA. The data are based on American Community Survey (ACS) five-year estimates for 2019-2023 and use essential worker designations from the American Civil Liberties Union (ACLU) classification aligned with Standard Occupational Classification codes.</span></p>
DOI: 10.15468/dl.7ygzkb
title: Occurrence Download

description: A dataset containing 247819 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pycnopodia helianthoides"
 ]
}

 The dataset includes 247819 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000813-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hfatur
title: Occurrence Download

description: A dataset containing 35648 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Sphagneticola trilobata"
 ]
}

 The dataset includes 35648 records from 440 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000822-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18112/openneuro.ds006136.v1.0.1
title: OWM-Dataset
DOI: 10.15468/kngy7f
title: Two new species and two new varieties of Aspidistra (Asparagaceae, Convallarioideae) from the Central Highlands of Vietnam

description: This dataset contains the digitized treatments in Plazi based on the original journal article Averyanov, Leonid V., Nguyen, Van Canh, Nuraliev, Maxim S., Vislobokov, Nikolay A., Maisak, Tatiana V., Thuy, Nhan Tran Thi, Quang, Cuong Truong, Krupkina, Ludmila I. (2025): Two new species and two new varieties of Aspidistra (Asparagaceae, Convallarioideae) from the Central Highlands of Vietnam. Phytotaxa 730 (3): 237-250, DOI: 10.11646/phytotaxa.730.3.1, URL: https://doi.org/10.11646/phytotaxa.730.3.1AbstractThe paper presents new data on the diversity of Aspidistra in Vietnam obtained during the fieldwork of 2025 in the Central Highlands (also known as Tay Nguyen Plateau). It includes four taxa new to science, viz. the species A. microstyla and A. nguyenii and the varieties A. brachypetala var. danii and A. mirostigma var. haui. Aspidistra brachypetala is reported here as a new species record for Vietnam. For each taxon, information on morphology, ecology, phenology, conservation status and distribution is presented, as well as relevant taxonomic notes and analytical photographic illustrations.
DOI: 10.6084/m9.figshare.31198297
title: few-shot_breast_MERFISH_10k

description: This is the checkpoint for the fine-tuned model with 10k example cells in the MERFISH platform.Train for 1k steps with LoRA
DOI: 10.6084/m9.figshare.31198297.v1
title: few-shot_breast_MERFISH_10k

description: This is the checkpoint for the fine-tuned model with 10k example cells in the MERFISH platform.Train for 1k steps with LoRA
DOI: 10.15468/dl.8gstns
title: Occurrence Download

description: A dataset containing 13258 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arabidopsis thaliana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 13258 records from 400 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000823-260129131611470/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.31198303
title: few-shot_colon_MERFISH_10k

description: This is the checkpoint for the fine-tuned model with 10k example cells in the MERFISH platform.Train for 1k steps with LoRA
DOI: 10.6084/m9.figshare.31198303.v1
title: few-shot_colon_MERFISH_10k

description: This is the checkpoint for the fine-tuned model with 10k example cells in the MERFISH platform.Train for 1k steps with LoRA
DOI: 10.15468/dl.v2c7xz
title: Occurrence Download

description: A dataset containing 227 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phalcoboenus albogularis (Gould, 1837)"
 ]
}

 The dataset includes 227 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014558-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5se59
title: Occurrence Download

description: A dataset containing 8347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vincetoxicum nigrum (L.) Moench)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 8347 records from 216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014559-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15551998
title: Leveraging Generative AI in STEM4S: A Method Bank Approach to Inclusive and Sustainable Design Education

description: Supporting Data for "Leveraging Generative AI in STEM4S: A Method Bank Approach to Inclusive and Sustainable Design Education"
DOI: 10.5281/zenodo.15571768
title: Leveraging Generative AI in STEM4S: A Method Bank Approach to Inclusive and Sustainable Design Education

description: Supporting Data for "Leveraging Generative AI in STEM4S: A Method Bank Approach to Inclusive and Sustainable Design Education"
DOI: 10.5281/zenodo.15469060
title: Jay Quinata (RGB)  - February 17 2025

description: This orthomosaic of Santa Rita, Guam was created from 34 images taken on February 17 2025, at 200 ft AGL, with a M350. The mission was planned using the DJI Pilot application and post-processed using DroneDeploy.This project was made possible through funding by the following grant(s): NASC REPI (30-1F315113-P-5102035).
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization.

The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.

By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer.

 

 

Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.15468/dl.y466gj
title: Occurrence Download

description: A dataset containing 291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-118.75 32.75,-114.5 32.75,-114.5 34.5,-118.75 34.5,-118.75 32.75))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (March, April, May, June)",
 "OccurrenceStatus is Present",
 "StartDayOfYear 74-166",
 "TaxonKey is Clarkia purpurea (Curtis) A.Nelson & J.F.Macbr.",
 "Year is 2023"
 ]
}

 The dataset includes 291 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014561-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48328/tudatalib-1689
title: Perturbed hopping

description: The dataset was collected from experiments with six young, healthy participants who were instructed to perform two-legged hopping at a self-selected frequency on a specially designed platform capable of applying vertical perturbations. The platform introduced a controlled downward displacement of 7.5 cm during ground contact. Each trial lasted 20 seconds, during which participants completed approximately 30 hops. In each trial, one perturbation was delivered at an unpredictable moment. Each participant performed three trials, with each trial targeting a different phase of the stance period. To reduce fatigue and limit any anticipatory reactions, a two-minute rest period was provided between trials. Although participants were informed that perturbations would occur, they were not told the specific timing within each trial. Due to the short duration of each hop and stance phase, it was unlikely that participants could predict exactly when the perturbation would happen, ensuring that their reactions were primarily reflexive. Hopping consists of two phases: the stance phase, when the feet are in contact with the ground, and the flight phase, when the body is airborne. In this study, the focus was on perturbations applied during the stance phase, which was divided into three subphases according to the vertical motion of the center of mass (CoM): Early Stance Perturbation (ESP): Occurring during the first 40% of the stance phase, with the full platform displacement happening during ground contact. Mid-Stance Perturbation (MSP): Taking place between 40% and 60% of the stance phase, with take-off occurring as the platform is still moving downward. Late Stance Perturbation (LSP): Beginning in the final 40% of the stance phase, where most of the platform movement happens after take-off during the flight phase. These conditions were designed to investigate how the timing of ground-level downward perturbations during stance influences participants’ recovery strategies. For motion capture, 20 reflective markers were positioned on specific anatomical landmarks, including the acromion, anterior and posterior superior iliac spines (ASIS and PSIS), heels, and the lateral and medial sides of the knees, ankles, and toes. Marker trajectories were recorded using a 10-camera infrared motion capture system at 500 Hz. Ground reaction forces (GRF) were measured using a 3D force plate (1 kHz), which was integrated into the perturbation platform. The study received ethical approval from the Technical University of Darmstadt (approval ID EK 11/2015) and was conducted in accordance with the Declaration of Helsinki. All participants provided written informed consent before taking part in the study.
DOI: 10.15468/dl.zy28mf
title: Occurrence Download

description: A dataset containing 135158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Syringa vulgaris L."
 ]
}

 The dataset includes 135158 records from 952 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014557-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbkphn
title: Occurrence Download

description: A dataset containing 14578 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Magnolia grandiflora L."
 ]
}

 The dataset includes 14578 records from 287 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014562-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9u2rvw
title: Occurrence Download

description: A dataset containing 5774 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Nothoprocta ornata (G.R.Gray, 1867)"
 ]
}

 The dataset includes 5774 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014563-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvr2nu
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tremarctos ornatus (F.G.Cuvier, 1825)",
 "Year 2025-2025"
 ]
}

 The dataset includes 43 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014565-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.