cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5255/ukda-sn-853648
title: Breaking bad: Interviews with locals and experts on crime, violence and gender in Port of Spain, Trinidad 2017-2018
DOI: 10.5258/soton/wp00685
title: Census/projection-disaggregated gridded population datasets, adjusted to match the corresponding UNPD 2020 estimates, for 183 countries in 2020 using Built-Settlement Growth Model (BSGM) outputs

description: Census/projection-disaggregated gridded population datasets, adjusted to match the corresponding UNPD 2020 estimates, for 183 countries in 2020 using Built-Settlement Growth Model (BSGM) outputs.
DOI: 10.5281/zenodo.13559668
title: Plausible Last Interglacial Antarctic ice sheet changes do not fully explain Antarctic ice core water isotope records

description: HadCM3 is used to simulate the response of δ18O to plausible Antarctic surface elevation changes during the Last Interglacial (LIG) period. Here, we perform seven simulations including two preindustrial (PI) simulations and five LIG simulations with three plausible Antarctic Ice Sheet (AIS) scenarios. Each .nc file is one simulation with the specific AIS orography in the PI/LIG, having three variables surface elevation (Orog), δ18O, precipitation, and surface air temperature. All our HadCM3 simulations are integrated for 70 years to ensure that the atmosphere and surface ocean are in a quasi-equilibrium. The last 50 years of each simulation are saved in this dataset.
DOI: 10.5281/zenodo.14804379
title: Interferometric single-shot parity measurement in InAs-Al hybrid devices

description: This data accompanies the publication "Interferometric single-shot parity measurement in InAs-Al hybrid devices", to appear in Nature. Documentation and software to reproduce paper figures based on this dataset as well as to reproduce the simulation data will be published in a separate GitHub repository.
DOI: 10.5281/zenodo.14829520
title: A Holocene paleosecular variation record from the northwestern Ross Sea, Antarctica

description: Abstract:    This dataset contains Holocene paleomagnetic data from a sediment core (RS15-GC57) collected from Robertson Bay, northwestern Ross Sea, Antarctica (71°32.27′S, 170°03.54′E; 344 m water depth), presented in Truax et al. (2025). Further details on the age model and Holocene depositional environment in Robertson Bay are available in Truax et al. (2024). 

Supplement to:    Truax, O. J., Nelson, F., Riesselman, C. R., Ohneiser, C., Lee, J. I., Yoo, K.-C., Dagg, B., & Wilson, G. (2024). A Holocene paleosecular variation record from the northwestern Ross Sea, Antarctica. (2025). Geochemistry, Geophysics, Geosystems. https://doi.org/10.1029/2024GC011912

Related to:    Truax, O. J., Riesselman, C. R., Wilson, G. S., Stevens, C. L., Parker, R. L., Lee, J. I., McKay, R. M., Rosenheim, B. E., Ginnane, C. E., Turnbull, J. C., Moon, H. S., Lee, M. K., Dagg, B., & Yoo, K.-C. (2024). Holocene paleoceanographic variability in Robertson Bay, Ross Sea, Antarctica: A marine record of ocean, ice sheet, and climate connectivity. Quaternary Science Reviews, 332, 108635. https://doi.org/10.1016/j.quascirev.2024.108635  

The following tabular data presents paleomagnetic measurements at different depth intervals from core RS15-GC57. Columns are defined as follows:  

- Depth (m): Core depth in meters  - 30mT NRM (A/m): Natural remanent magnetization at 30mT demagnetization  - sARM (A/m): Saturation anhysteretic remanent magnetization  - kARM (A/m × 10⁻³): Anhysteretic remanent magnetization susceptibility  - Magnetic susceptibility (SI × 10⁻⁵): Bulk magnetic susceptibility (Truax et al., 2024)- 30mT NRM/kARM: Relative paleointensity calculated as the ratio of NRM to kARM  - kARM/k: Ratio of kARM to magnetic susceptibility  - MDF demagnetization (mT): Median destructive field of demagnetization  - Age (cal yr BP): Calibrated radiocarbon age in years before present (Truax et al., 2024)- PCA dec. (deg): ChRM Fisher mean declination - PCA inc. (deg): ChRM inclination  - PCA MAD3: Maximum angular deviation for PCA  - UPMag Slope RPI: Relative paleointensity calculated via the UPmag slope fit method (Xuan and Channell, 2009)  - UPMag R value: R value from the UPMag analysis
DOI: 10.6084/m9.figshare.27087886
title: Land system changes of terrestrial tipping elements on Earth under global climate pledges: 2000-2100

description: The land system changes dataset includes five maps of land system maps for tipping elements on Earth for the years 2000, 2010, 2020, and 2100, under two climate scenarios: reference and climate pledges. The dataset was produced by integrating the GCAM model with a modified version of CLUMondo. It offers a spatial resolution of 1 km and a thematic resolution comprising 30 categories, which combine three density types and ten land cover types. The land system types corresponding to the values in the raster data attribute table are detailed in the Data Records section of our submitted manuscript.
DOI: 10.6084/m9.figshare.28268069
title: Supplementary Material for: Management of Diathermy-Induced Corneal Burn Following Upper Eyelid Blepharoplasty with Multilayer Amniotic Membrane Transplantation: A Case Report and Review of the Literature

description: Introduction: Thermal injuries associated with cosmetic eyelid surgery can significantly impair corneal integrity, potentially leading to vision loss. Conventional management, including bandage contact lens use, topical steroids, lubrication, autologous serum tears, and vitamin C, plays a crucial role in preventing long-term complications. This case report explores the potential benefits of multilayer amniotic membrane transplantation (AMT) as an adjunct to standard therapy for treating diathermy-associated corneal burns. Review of the literature advocates the beneficial effects of supplementary AMT in managing thermal corneal trauma.
Case description: A 75-year-old man presented with unilateral diathermy-associated corneal laceration superior to the visual axis following cosmetic blepharoplasty. Vision had deteriorated from his baseline 20/30 to 20/125 postoperatively. Intervention involved multilayer AMT alongside standard care, including topical steroids and antibiotics, oral doxycycline, and vitamin C. Postoperative course was monitored with anterior segment optical coherence tomography (AS-OCT) imaging. By three months, complete corneal healing and restoration of baseline visual acuity were achieved.
Conclusion: This is the first documented case of multilayer AMT as an effective supplement to conventional management of diathermy-associated corneal injury. While AMT’s unique properties likely contributed to corneal healing and visual recovery, the results should be interpreted in the context of a multimodal therapeutic approach.
DOI: 10.6084/m9.figshare.28429040
title: Supplementary Material for: Hereditary Alpha Tryptasemia: Survey of Concomitant Genetic Testing

description: Abstract
Background Hereditary alpha tryptasemia (HαT) affects 4-6% of the general population. Inherited as a mendelian dominant, HαT has a variable phenotypic expression. Many patients have no obvious symptoms. There is a dearth of reports of possible co-inheritance of other genetic abnormalities.
Methods We examined records of 69 Mayo Clinic patients with HαT for the results of any additional genetic studies obtained during routine or focused evaluations. Clinical records of patients evaluated for baseline tryptase values &gt; 8 ng/mL testing positive for the TPSAB1 mutation were reviewed. Screening genetic tests obtained during standard care and/or for evaluation of clinical symptoms were recorded as well as inciting symptoms that led to tryptase determination, the serum tryptase level, alpha and beta tryptase gene copy numbers and the urinary mast cell mediator metabolites.
Results Bone marrow biopsies for systemic mastocytosis and the presence of either a KIT Asp816Val, or Janus Kinase 2 Val617Phe mutation were negative. Genetic tests were diverse and included nearly 1000 suspect genes in one case and one to several hundred in others. There was no genetic testing in 19 patients and normal genetic test findings in 37 patients. A group of 8 patients showed at least one genetic abnormality, and in a group of 5 patients both normal and abnormal genetic findings were present. There was no clustering of genetic tests or relation to the inciting symptoms.
Conclusion Genetic testing, often extensive, was obtained in 73% of these HαT patients. Most of these results were normal and did not suggest the presence of a concomitant genetic disorder.
DOI: 10.6084/m9.figshare.28430354
title: Supplementary Material for: Image findings of breast cancer-related elastosis: A case report

description: A 70-year-old woman visited the Rinku General Medical Center for the evaluation of her left palpable breast tumor. Mammography (MMG) showed an irregular mass with segmental distribution of pleomorphic calcifications. The tumor was more clearly depicted on cranio-caudal (CC) MMG than on medio-lateral-oblique (MLO) MMG. Ultrasound showed a lobulated mass with low internal echoes, echogenic spots, and at least focally enhanced posterior echoes. Magnetic resonance imaging (MRI) of the tumor showed low signal intensity on T1-weighted images and no high signal intensity on T2-weighted images and a rim enhancement pattern on subtraction images. Pathological examination of the core needle biopsy specimen showed atypical cells growing in a tubule forming fashion. The patient underwent mastectomy and, due to the cytologically proven lymph node metastasis, axillary dissection. Postoperative pathological study showed that the tumor had large elastosis areas encompassed by malignant cells. Diagnostic physicians should note that breast cancer-related elastosis is more clearly depicted on CC MMG than on MLO MMG, has possible enhanced posterior echoes, and shows low and no high signal intensities on T1-and T2-weighted images, respectively.
DOI: 10.7927/h4np22dq
title: Gridded Population of the World, Version 4 (GPWv4): Population Density
title: Population Density, v4 (2000, 2005, 2010, 2015, 2020)

description: The Gridded Population of the World, Version 4 (GPWv4) Population Density consists of estimates of human population density based on counts consistent with national censuses and population registers, for the years 2000, 2005, 2010, 2015, and 2020. A proportional allocation gridding algorithm, utilizing approximately 12.5 million national and sub-national administrative units, is used to assign population values to 30 arc-second (~1 km) grid cells. The population density grids are derived by dividing the population count grids by the land area grids. The pixel values represent persons per square kilometer.
DOI: 10.17183/mnt_atl100m_homonim_wgs84
title: MNT Bathymétrique de façade Atlantique (Projet Homonim)

description: Le MNT bathymétrique de façade Atlantique à une résolution de 0.001° (~ 111 m) a été réalisé dans le cadre du projet HOMONIM. 
Il englobe une partie de  Mer du Nord, la Manche ainsi que le  Golfe de Gascogne.  Au large, ce MNT s’étend au-delà du talus jusqu’à environ 4800 m de profondeur. 
Le MNT est destiné à être implémenté dans les modèles hydrodynamiques afin de produire des prévisions aussi précises que possible des hauteurs d’eau et d’états de mer à la côte et donc d’améliorer la pertinence de la Vigilance Vagues-Submersion.
DOI: 10.17632/87txkw7khs.1
title: Identifying research supporting the United Nations Sustainable Development Goals

description: In an effort to identify research that supports the UN SDGs, Elsevier has generated a set of Scopus queries related to each of the SDGs. In this dataset, you will find documentation describing how each of the Scopus queries were created along with a collated list of the queries.
DOI: 10.17632/c24hb3w4y2.2
title: Thalassiosira rotula

description: Genome assembly and genome annotation of the diatom Thalassiosira rotula
DOI: 10.18126/eyca-8r61
title: 532- and 52-Symmetric Au Helicoids Synthesized Through Controlled Seed Twinning and Aspect Ratio
DOI: 10.21227/7rwy-9q83
title: EEG Error Related Potential signal using an atari-based maze game - BCI ErrP Dataset

description: This dataset contains EEG error-related potential signals elicited by humans while observing an AI agent play an atari-based maze game.
We designed and developed an experimental protocol, where a machine agent plays a computer game, while a human silently observes (and assesses) the actions taken by the machine agent. These implicit human reactions are captured by placing raw electrodes on the scalp of the human brain in the form of EEG potentials. The electrode cap (BIOPAC CAP-100C) was attached with the OpenBCI Cyton platform, which was further connected to a desktop machine over the wireless channel.
We used OpenViBE software to record the human EEG data. We recruited a total of 12 human subjects (mean age 26.8 with standard deviation of 1.92, 4 female) using standard procedures with their consent. For each subject-game pair, the experimental duration was less than 15 minutes. The agent took action every 1.5 seconds during the experiment and made an incorrect move with the probability of 0.2. The implicit brain response from the subjects was then used to accelerate the learning rate of a reinforcement learning agent [1]. For a more detailed description of the study and the results, please refer to [1]

Game description: Maze is a 2-D navigational game, where the agent has to reach a fixed target (shown with a plus symbol). The screen is divided into 10x10 square blocks. The action space consists of four directional movements. The only reward here is the result of the episode, i.e., win or lose. If an agent moves, but hits a wall, a quick blinking of the agent is displayed, to render the action taken by the agent.

References:
[1] Xu, Duo, Mohit Agarwal, Ekansh Gupta, Faramarz Fekri, and Raghupathy Sivakumar. "Accelerating Reinforcement Learning using EEG-based implicit human feedback." Neurocomputing 460 (2021): 139-153.

Acknowledgments:
This work was supported in part by the National Science Foundation under grants CPS-1837369 and the Wayne J. Holman Endowed Chair.
DOI: 10.21227/j3b5-es69
title: Vessel tracking (AIS), vessel metadata and dirway datasets

description: The dataset consists of vessel tracking data in the form of AIS observations in the Baltic Sea during years 2017-19. The AIS observations have been enriched with vessel metadata such as power, max speed and draft. The data has been collected for master’s thesis work and the data has been splitter into training and validation sets. The AIS observations do not cover all months of the collection period. The observations are sorted by vessel mmsi. Each observation contains information of timestamp, mmsi, lat, lon, speed (meters per second), course (degrees), heading (degrees), turnrate (degrees per minute), breadth (meters), vessel_type, vessel_max_speed (meters per second), draft (meters), power, dwt (tons) and iceclass.
DOI: 10.24432/c5d311
title: UJIIndoorLoc-Mag
DOI: 10.5281/zenodo.12793876
title: PNAS_2024_Grid_Resilience

description: Data used for the paper "Resilience of the Electric Grid through Trustable IoT-Coordinated Assets" Nair et al. 2024.
DOI: 10.5281/zenodo.14058044
title: Photometric Measurements of Lightning Phenomena with Simultaneous Radio Frequency Data

description: This data was collected with a novel multi-band optical instrument alongside simultaneous radio frequency measurements for 16 lightning flashes.

The transmissivity of 3 narrowband optical filters used to collect photometric data for temperature analysis are stored in the filterData folder along with the responsivity of the photodiode used to collect the data. 

The flash data is stored by flash in folders labeled with the UTC day and time in a MonthDDYYY_HHMMSS format. For each flash, there is an overview flashFigure.pdf that quickly summarizes the flash by plotting the Lightning Mapping Array (LMA) data and some of the data stored in PicoScope.csv including the Fast Antenna data, the Slow Antenna data and the 777 nm data measured at the ground. Some of the flashes were also seen by the Geostationary Lightning Mapper (GLM), this data is included on the flashFigure.pdf file when available as well as fully reproduced in the GLM.csv file. For each flash, the LMA data is stored in the LMA.dat file, the photodiode and electric field antenna data are stored in the PicoScope.csv file as well as the time in milliseconds after the trigger occurs in UTC time (the millisecond precise data is stored in the name of the time column in the PicoScope.csv). Each PicoScope file has some pre-trigger data, this is denoted with a negative time value in the time column as it is before the trigger event. Finally, the temperature is reported in the Temperature.csv file, it was based off of a decimated version of the PicoScope file to reduce the computational time but it's time units are still milliseconds after the trigger occurs in UTC time like the data in PicoScope.csv.
DOI: 10.5281/zenodo.14185368
title: Datasets and relevant code in the Manuscript "Estimation of fire counts and fire radiative power using satellite optical and microwave vegetation indices with random forest method"

description: 1. multiyears_season_fire_ndvi_fwi_edvi_0.25.matMultiyear averages of ln (FC), ln (FRP), DMC, ISI, EDVI10-18, EDVI18-36, and NDVI over East Asia in 2003–2010

2. RF_edvi_data.matEstimated FC and FRP based on RF model with EDVIs and NDVI 

3.RF_fwis_data.matEstimated FC and FRP based on RF model without EDVIs and NDVI 

4. temporal_variations.matEast Asia Regional Time Series Dataset

5.rf_train_cv_forest_review.pyRandom forest model python code
DOI: 10.5281/zenodo.14605093
title: AI-based approach to dissect the variability of mouse stem cell-derived embryo models: Data

description: This data is used in AI-based approach to dissect the variability of mouse stem cell-derived embryo models
DOI: 10.5281/zenodo.3731564
title: Benchmark set for relative free energy calculations

description: Created by Christina Schindler and Daniel Kuhn, Merck KGaA, Darmstadt, Germany. December 2018 Manuscript in preparation. Previously presented at Alchemical Free Energy Workshop 2019 in Goettingen, Germany. DOI: 10.5281/zenodo.3258925 References for datasets used in benchmark CDK8<br> Schiemann, Kai, et al. "Discovery of potent and selective CDK8 inhibitors from an HSP90 pharmacophore." Bioorganic & medicinal chemistry letters 26.5 (2016): 1443-1451. DOI: 10.1016/j.bmcl.2016.01.062 c-Met Dorsch, Dieter, et al. "Identification and optimization of pyridazinones as potent and selective c-Met kinase inhibitors." Bioorganic & medicinal chemistry letters 25.7 (2015): 1597-1602. DOI: 10.1016/j.bmcl.2015.02.002<br> Eg5 Schiemann, Kai, et al. "The discovery and optimization of hexahydro-2H-pyrano [3, 2-c] quinolines (HHPQs) as potent and selective inhibitors of the mitotic kinesin-5." Bioorganic & medicinal chemistry letters 20.5 (2010): 1491-1495. DOI: 10.1016/j.bmcl.2010.01.110<br> Hif2a Wallace, Eli M., et al. "A small-molecule antagonist of HIF2α is efficacious in preclinical models of renal cell carcinoma." Cancer research 76.18 (2016): 5491-5500. DOI: 10.1158/0008-5472.CAN-16-0473 Dixon, Darryl David, et al. "Aryl ethers and uses thereof." U.S. Patent No. 9,908,845. 6 Mar. 2018. URL: Google Patents<br> PFKFB3 Boutard, Nicolas, et al. "Discovery and Structure–Activity Relationships of N-Aryl 6-Aminoquinoxalines as Potent PFKFB3 Kinase Inhibitors." ChemMedChem 14.1 (2019): 169-181. DOI: 10.1002/cmdc.201800569<br> SHP2 Chen, Ying-Nan P., et al. "Allosteric inhibition of SHP2 phosphatase inhibits cancers driven by receptor tyrosine kinases." Nature 535.7610 (2016): 148. DOI:10.1038/nature18621 Garcia Fortanet, Jorge, et al. "Allosteric inhibition of SHP2: identification of a potent, selective, and orally efficacious phosphatase inhibitor." Journal of medicinal chemistry 59.17 (2016): 7773-7782. DOI: 10.1021/acs.jmedchem.6b00680 Chen, Christine Hiu-tung, et al. "1-pyridazin-/triazin-3-yl-piper (-azine)/idine/pyrolidine derivatives and compositions thereof for inhibiting the activity of shp2." U.S. Patent Application No. 15/110,498. URL: Google Patents SYK<br> Currie, Kevin S., et al. "Discovery of GS-9973, a selective and orally efficacious inhibitor of spleen tyrosine kinase." Journal of medicinal chemistry 57.9 (2014): 3856-3873. DOI: 10.1021/jm500228a TNKS2<br> Buchstaller, Hans-Peter, et al. "Discovery and Optimization of 2-Arylquinazolin-4-ones into a Potent and Selective Tankyrase Inhibitor Modulating Wnt Pathway Activity." Journal of medicinal chemistry 62.17 (2019): 7897-7909. DOI: 10.1021/acs.jmedchem.9b00656
DOI: 10.6084/m9.figshare.16764508
title: Toroidal topology of population activity in grid cells

description: Data for Toroidal topology of population activity in grid cells<br>Code can be found at https://github.com/erikher/GridCellTorus
DOI: 10.5281/zenodo.14904568
title: Polish Publisher List 2019-2021

description: The file contains data on the publishers included in the Polish Publisher List. Used by the Ministry of Science and Higher Education in Poland for performance-based research funding, the PPL categorizes publishers into two levels: Level 1, and Level 2. The PPL was introduced in 2019. The initial version of the PPL, launched in January 2019, included 500 publishers at Level 1 and thirty-six publishers at Level 2. After 2019, the ministry expanded the PPL by adding new publishers at Level 1. Since 2021, there have been 779 publishers at Level 1; Level 2 has remained unchanged.

Columns description:



ID – publisher’s unique id

Publisher – name of the publisher

2021, 2020, 2019 – NA in these columns indicate that the publisher was not included in the PPL in a given year (2019, 2020, or 2021, as of 31st of December of that year); otherwise, the publisher was included

Level – information into which level of the PPL the publisher was included.
DOI: 10.5281/zenodo.14904567
title: Polish Publisher List 2019-2021

description: The file contains data on the publishers included in the Polish Publisher List. Used by the Ministry of Science and Higher Education in Poland for performance-based research funding, the PPL categorizes publishers into two levels: Level 1, and Level 2. The PPL was introduced in 2019. The initial version of the PPL, launched in January 2019, included 500 publishers at Level 1 and thirty-six publishers at Level 2. After 2019, the ministry expanded the PPL by adding new publishers at Level 1. Since 2021, there have been 779 publishers at Level 1; Level 2 has remained unchanged.

Columns description:



ID – publisher’s unique id

Publisher – name of the publisher

2021, 2020, 2019 – NA in these columns indicate that the publisher was not included in the PPL in a given year (2019, 2020, or 2021, as of 31st of December of that year); otherwise, the publisher was included

Level – information into which level of the PPL the publisher was included.
DOI: 10.5281/zenodo.8154597
title: Dataset for: Quantification and profiling of urine cells by integrated cytocentrifugation and infrared spectroscopy

description: Dataset for: Quantification and profiling of urine cells by integrated cytocentrifugation and infrared spectroscopy

https://doi.org/10.1016/j.saa.2025.125734
DOI: 10.5281/zenodo.8154598
title: Dataset for: Quantification and profiling of urine cells by integrated cytocentrifugation and infrared spectroscopy

description: Dataset for: Quantification and profiling of urine cells by integrated cytocentrifugation and infrared spectroscopy

https://doi.org/10.1016/j.saa.2025.125734
DOI: 10.5281/zenodo.14904769
title: AMPERE Summary Plot Movies (2016-Mar)

description: 2016-Mar AMPERE summary plot movies. See included zenodo_summary_plot_movie_description document for details.
DOI: 10.5281/zenodo.14904770
title: AMPERE Summary Plot Movies (2016-Mar)

description: 2016-Mar AMPERE summary plot movies. See included zenodo_summary_plot_movie_description document for details.