cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.16907/cb1cf7eb-8d27-4177-91b3-d476eb22c7d8
title: Coexistence of Superconductivity and Magnetic Order in Magnetic Topological Insulator Heterostructures

description: Depth-resolved magnetic order in superconducting topological insulator/FeTe thin film heterostructures
DOI: 10.16907/d77e95b6-144f-4a61-9259-3b04888c718b
title: Non-chiral 1T-TiSe2 creates circular dichroism in resonant X-ray diffraction via multipole scattering interference 

description: Calculated results from FDMNES
DOI: 10.16907/ef016403-9a76-44c7-94d2-cd6bccd0e9f9
title: CD RIXS data on CuO

description: 1D RIXS spectra converted from 2D images. The data files contain the RIXS data from the manuscript on CuO CD RIXS. The folder A_dep contains the azimuthal dependence data, and the E_dep contains the energy dependence data. Each filename has the incident energy, q value, temp, azimuthal angle and polarisation mentioned. Inside each file are two columns containing energy loss and intensity. An additional file is present for the Fluorescence yield collected on CuO.
DOI: 10.16907/f0820abb-17f6-4458-9eb5-10749bf8778e
title: Near-field PXCT dataset of a resin-embedded, heavy meatal stained brain specimen of about 100 micron diameter

description: Tiff stack of 3D volume and 2D ptychographic reconstructions. The tomographic dataset was reconstructed using the reconstructed phase from the scan numbers 30 to 1540
DOI: 10.16907/fe355d55-1fa4-48a1-86fa-1b6858295cdd
title: Raw datasets corresponding to the near-field ptychographic X-ray computed tomography acquisition of a resin-embedded, heavy-metal stained brain speciamen of about 100 micron diameter

description: Raw data related to near-field ptychographic X-ray computed tomography (nf-PXCT) dataset of a resin-embedded, heavy metal stained brain specimen of about 100 micron diameter acquired at the cSAXS beamline in 2020. The different datasets are:
documentation: includes the logbook describing the experimental procedures, and some information about the sample, which is called EPL-4. Measurement was performed using the OMNY instrument at cryogenic temperature.
cxs_software: the cSAXS software in Matlab, including PtychoShelves for ptychographic reconstructions and scripts for tomographic reconstruction. These scripts were used during the experiment to process the data online, performing both ptychographic and tomographic reconstructions, which will be published separately as derived data.
S28-1543_ID2: motor positions and detector frames corresponding to the ptcychographic scans of all projections
DOI: 10.16907/187e0c4d-8071-4763-b246-c0bc3526740e
title: Net Magnetization and Inhomogeneous Magnetic Order in a High-Tc Nickelate Superconductor

description: All LE-muSR datasets used for the manuscript "Net Magnetization and Inhomogeneous Magnetic Order in a High-Tc Nickelate Superconductor"
DOI: 10.16907/20de0a65-2568-45a0-a158-3b23cbeb70a3
title: Stretched exponential magnetic relaxation dynamics in artificial square ice revealed through x-ray photon correlation spectroscopy

description: Synchrotron dataset (NSLS-II, 23-ID-1 CSX beamline, July 2016). Detector frames: 30 µm × 30 µm pixels, 340 mm sample-detector distance, 0.1 s exposure.
DOI: 10.16907/7a7bd9c2-3258-454f-96cd-4c8f9d46464c
title: Raw data - Coherent nonlinear X-ray four-photon interaction with core-shell electrons

description: Data accompanying the publication "Coherent nonlinear X-ray four-photon interaction with core-shell electrons" https://doi.org/10.1038/s41586-025-09911-1
DOI: 10.16907/8e046b0c-062a-47fa-a90b-c100a20c5db1
title: Integrated structural dynamics uncover a new B12 photoreceptor activation mode

description: TtCarH-CBD_3us_30mJ/cm2_interleaved_light-dark
DOI: 10.16907/ac8ef430-e16b-4a22-82de-58eecfe76042
title: Integrated structural dynamics uncover a new B12 photoreceptor activation mode

description: TtCarH-CBD_10ms_30mJ/cm2_interleaved_light-dark
DOI: 10.16907/c9f8b1a3-1937-4001-86e1-7c8df40925b0
title: Non-destructive X-ray tomography of brain tissue ultrastructure. Supporting raw data. Dataset Y357_3dot_cSAXS_853_S14468-S15686.

description: Raw data from experiment Y357_3dot_cSAXS_853_S14468-S15686, obtained at the cSAXS beamline at the Swiss Light Source during beamtime 20211852 (e19533). 

This raw data was used for the reconstruction of ptychographic projections then used for tomographic reconstruction of two 3D datasets (sample Y357_3dot, tomo ID 853, rigid and non-rigid reconstructions). 

This data is supporting material to the study referenced below (see “Related Publications”). Please refer to this publication for insights on sample preparation, imaging and interpretation of results.

Each ptychographic projection corresponds to one scan. The scan numbers used for this 3D dataset were from S14468 to S15686. The exact scans that were used and their corresponding tomographic angular position can be found in the datafile specES1/dat-files/tomography_scannumbers.txt. 

Each scan has an h5 datafile, for example: data/S14000-14999/S14468/e19533_1_14468.h5 in dataset S14467-16017_ID46. 
The relevant information that is needed for ptychographic reconstructions can be found in this file in the following way: 

1. The diffraction patterns: /entry/data/data. 
2. The detector pixel size: /entry/data/x_pixel_size and y_pixel_size. 
3. The detector orientation: /entry/data/orientation/rot90 (how many times it was rotated by 90 deg) and transpose (whether it was transposed). 
4. The positions of the sample at each scan point: /entry/collection/orchestra/Average_x_st_fzp ans Average_y_st_fzp (in microns). 
5. Other relevant experimental parameters: /entry/collection/specES1/FZP_diameter, FZP_outermost_zone_width, FZP_focus_to_sample_distance, mokev (energy). 
6. The sample-detector distance was 7.198 m. 

For tomographic reconstruction: 

7. The scans used for this dataset are from S14468 to S15686. The exact scans can be found for tomo ID 853 in the dataset SpecES1 in the data file specES1/dat-files/tomography_scannumbers.txt, along with their corresponding tomographic angular position.
DOI: 10.5281/zenodo.18423846
title: 2a9b2bba9416aa957d27d836dd7346d86db735d6ac639e252e6d87fafc175697
DOI: 10.5281/zenodo.18423845
title: 2a9b2bba9416aa957d27d836dd7346d86db735d6ac639e252e6d87fafc175697
DOI: 10.6084/m9.figshare.31198471
title: Record of interactions with Copilot for development of article for AI Agents4Qual 2026 and appendix outputs

description: These files provides a documented record of selected interactions and outputs provided between the human author and Microsoft Copilot during the development of a conference paper submitted to AI Agents4Qual. The document captures the iterative dialogue through which key methodological, conceptual, and procedural decisions were made, including delegation of analytic authority to an AI agent, refinement of the research question, scoping of the literature, construct clarification (e.g., “willingness”, “acceptance”, and “consumption”), and decisions around transparency, reproducibility, and reflexive reporting.<br>The interactions illustrate how AI was used as an active research agent rather than a passive writing aid, and how the human author adopted a governance and reflexive oversight role. This record is provided to support methodological transparency, reflexive accountability, and reproducibility, and is referenced in the associated conference paper as supplementary material.<b>The majority of this paper was developed through intensive interaction with an AI system on 16 January 2026, during which all framing, analysis, drafting, and transparency materials were produced. Formatting of the reference list and summary of the interactions occurred on the 28-30</b><sup><strong>th</strong></sup><b> January, 2026.</b><b>It should be noted that the material here is predominantly AI generated as per the requirements of the associated conference. </b>
DOI: 10.6084/m9.figshare.31198471.v1
title: Record of specific interactions with Copilot for development of article for AI Agents4Qual 2026

description: This file provides a documented record of selected interactions between the human author and Microsoft Copilot during the development of a conference paper submitted to AI Agents4Qual. The document captures the iterative dialogue through which key methodological, conceptual, and procedural decisions were made, including delegation of analytic authority to an AI agent, refinement of the research question, scoping of the literature, construct clarification (e.g., “willingness”, “acceptance”, and “consumption”), and decisions around transparency, reproducibility, and reflexive reporting.<br>The interactions illustrate how AI was used as an active research agent rather than a passive writing aid, and how the human author adopted a governance and reflexive oversight role. This record is provided to support methodological transparency, reflexive accountability, and reproducibility, and is referenced in the associated conference paper as supplementary material.
DOI: 10.6084/m9.figshare.31198471.v2
title: Record of interactions with Copilot for development of article for AI Agents4Qual 2026 and appendix outputs

description: These files provides a documented record of selected interactions and outputs provided between the human author and Microsoft Copilot during the development of a conference paper submitted to AI Agents4Qual. The document captures the iterative dialogue through which key methodological, conceptual, and procedural decisions were made, including delegation of analytic authority to an AI agent, refinement of the research question, scoping of the literature, construct clarification (e.g., “willingness”, “acceptance”, and “consumption”), and decisions around transparency, reproducibility, and reflexive reporting.<br>The interactions illustrate how AI was used as an active research agent rather than a passive writing aid, and how the human author adopted a governance and reflexive oversight role. This record is provided to support methodological transparency, reflexive accountability, and reproducibility, and is referenced in the associated conference paper as supplementary material.<b>The majority of this paper was developed through intensive interaction with an AI system on 16 January 2026, during which all framing, analysis, drafting, and transparency materials were produced. Formatting of the reference list and summary of the interactions occurred on the 28-30</b><sup><strong>th</strong></sup><b> January, 2026.</b><b>It should be noted that the material here is predominantly AI generated as per the requirements of the associated conference. </b>
DOI: 10.15468/dl.e38etu
title: Occurrence Download

description: A dataset containing 36586 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Taxodium distichum",
 "BasisOfRecord is one of (Human Observation)"
 ]
}

 The dataset includes 36586 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000942-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18423369
title: SuperDARN data in netCDF format (2008-Jan)

description: 2008-Jan SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.5281/zenodo.6581303
title: SuperDARN data in netCDF format (2008-Jan)

description: 2008-Jan SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.13140/rg.2.2.29179.78887
title: ImageJ-Assisted Quantification of Cellular Fluorescence with Background and Cell Size Correction Using CTCF
DOI: 10.15468/dl.jkkvgw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ballantinia pumilio",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000943-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jwycv
title: Occurrence Download

description: A dataset containing 503 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "GadmGid is COL.30_2",
 "TaxonKey is Inga"
 ]
}

 The dataset includes 503 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000944-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbhqrs
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kryptopterus bicirrhis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 49 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000945-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3pnt37
title: Occurrence Download

description: A dataset containing 4719 records in GBIF matching the query:
SELECT
 '622' 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;= 125.72054921484909
 AND decimalLongitude &lt;= 161.99929050487717
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 4719 records were derived from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000958-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/nwxbpg
title: A new species of the genus Mysidetes Holt & Tattersall, 1906 (Peracarida, Mysida, Mysidae) from western Mexico

description: This dataset contains the digitized treatments in Plazi based on the original journal article Hernández-Payán, José Carlos, Hendrickx, Michel E. (2025): A new species of the genus Mysidetes Holt & Tattersall, 1906 (Peracarida, Mysida, Mysidae) from western Mexico. Zootaxa 5723 (3): 425-436, DOI: 10.11646/zootaxa.5723.3.7, URL: https://doi.org/10.11646/zootaxa.5723.3.7AbstractA new species of Mysida, belonging to the genus Mysidetes Holt & W.M. Tattersall, 1906, is described from the southeastern Gulf of California in western Mexico. Mysidetes sp. nov., the 18th species of the genus, is described from a single mature female. It is close to the Atlantic, large form of Mysidetes farrani (Holt & W.M. Tattersall, 1905) from which it differs by several morphological characteristics, particularly the shape and armature of the telson, the number and arrangement of internal setae within the telson cleft, the relative proportions of the antennal peduncle segments, and the number and distribution of spines on the uropods. The telson in the new species has a shallower cleft, approximately 1/12 of the telson length, compared to a deeper cleft, 1/5 to 1/10 of telson length, in the large form of M. farrani. In Mysidetes sp. nov. the lateral telson margins bear fewer but more robust setae that extend less than half its length vs. more slender setae in 3/5 of telson length in the large form of M. farrani. Additionally, in M. farrani the combined length of the second and third antennal peduncle articles is about 3.5 times as long as their width vs. almost 5 times as long in M. sp. nov. In M. farrani the uropodal endopod and exopod are approximately 1.5 times and twice as long as telson, respectively, vs. twice and 2.5 times as long as telson, respectively, in M. sp. nov. These morphological characteristic differences support the recognition of a new species of the genus Mysidetes.
DOI: 10.5281/zenodo.18423737
title: Sisvar script and data

description: Here are the tabulated data in Excel from the three working experiments plus the scripts created in the SISVAR software.
DOI: 10.5281/zenodo.18423736
title: Sisvar script and data

description: Here are the tabulated data in Excel from the three working experiments plus the scripts created in the SISVAR software.
DOI: 10.15468/dl.yu9rq7
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anadara vanderhoofi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000948-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15558342
title: Analyzing Meralco's Digital and Environmental Transformation Through Company data

description: This paper presents a descriptive analysis of Meralco's annual reports from 2019 to 2023, focusing on the company’s digital transformation and environmental sustainability efforts. It highlights how Meralco adopted smart technologies, improved customer service, and implemented green initiatives in line with local and global energy standards.
DOI: 10.5281/zenodo.15558343
title: Analyzing Meralco's Digital and Environmental Transformation Through Company data

description: This paper presents a descriptive analysis of Meralco's annual reports from 2019 to 2023, focusing on the company’s digital transformation and environmental sustainability efforts. It highlights how Meralco adopted smart technologies, improved customer service, and implemented green initiatives in line with local and global energy standards.
DOI: 10.3886/e231544
title: Replication data for: Sticky Wage Models and Labor Supply Constraints

description: In sticky wages models (either à la Calvo or à la Rotemberg), labor is solely determined by the demand side. However, a change of circumstances may make labor demand higher than agents' willingness to work. We find that workers are required to work against their will between 15 percent and 30 percent of the time (with 5 percent wage markup, less with higher markups and in Rotemberg models). Estimating models with the minimum of the demand and supply of labor instead of the demand-determined quantity yields different and unappealing properties. Hence, special attention should be paid to possible violations of the labor supply constraint.
DOI: 10.3886/e231544v1
title: Replication data for: Sticky Wage Models and Labor Supply Constraints

description: In sticky wages models (either à la Calvo or à la Rotemberg), labor is solely determined by the demand side. However, a change of circumstances may make labor demand higher than agents' willingness to work. We find that workers are required to work against their will between 15 percent and 30 percent of the time (with 5 percent wage markup, less with higher markups and in Rotemberg models). Estimating models with the minimum of the demand and supply of labor instead of the demand-determined quantity yields different and unappealing properties. Hence, special attention should be paid to possible violations of the labor supply constraint.
DOI: 10.15468/dl.rgx4u4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xenodermichthys copei (Gill, 1884)",
 "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 ((34.9038 27.8147,35.2246 28.8496,26.9648 28.8496,26.9648 19.8496,35.9648 19.8496,35.9648 24.4806,35.4928 25.0593,34.4963 26.7709,34.4829 27.231,34.9038 27.8147))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010495-250525065834625/datasets/export for details.
DOI: 10.15468/dl.zhsw9m
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stachytarpheta urticifolia",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025095-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xttsrg
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pseudophoxinus crassus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 67 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025094-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.