cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/independent-c69-37614
title: Claims (GX 17033 - GX 17639), 1990

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1990. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.nyk76k
title: Occurrence Download

description: A dataset containing 816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Ambystoma ordinarium Taylor, 1940"
 ]
}

 The dataset includes 816 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052251-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-37475
title: Claims (GX 17033 - GX 17639), 1990

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1990. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.vc3y7y
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Syagrus stratincola Wess.Boer"
 ]
}

 The dataset includes 41 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001787-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gs8wgf
title: Occurrence Download

description: A dataset containing 17289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Ruppiaceae"
 ]
}

 The dataset includes 17289 records from 428 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053781-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgwmny
title: Occurrence Download

description: A dataset containing 125449 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is BioGIS - Vascular plants - A. Danin's grid database"
 ]
}

 The dataset includes 125449 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020612-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p9aw1k45
title: 2015 National Coastal Conditions Assessment: Algal Toxins and Cyanotoxins in United States Estuary Samples Detected by Liquid Chromatography Triple Quadrupole Mass Spectrometry (LC/MS/MS)

description: The U.S. Environmental Protection Agency (EPA) National Coastal Condition Assessment (NCCA) is a nationwide survey of coastal and estuarine water quality. During the 2015 EPA NCCA, samples were collected at 732 sites for analysis of algal toxins and cyanotoxins at the Organic Geochemistry Research Laboratory (OGRL) at the U.S. Geological Survey Kansas Water Science Center (KSWSC) by liquid chromatography triple quadrupole mass spectrometry (LC/MS/MS). Samples from the Atlantic, Gulf, and Pacific coasts of the conterminous U.S. were analyzed for anatoxin-a, cylindrospermopsin, domoic acid, dinophysistoxin-1, dinophysistoxin-2, gymnodimine, 10 microcystin congeners, nodularin, okadaic acid, pectenotoxin-2, and 13-desmethyl spirolide c.
DOI: 10.22008/fk2/d0jc0p
title: PROMBIO photos and cell counts 2024

description:   this dataverse dataset includes: a table of cell counts photos Typical sampling is of three surfaces per site per year, i.e. dark, under the albedometer and representative. cell counts and notes appear in the file named: A report (in preparation) outlines notes, figures and an analyses of biological and abiotic impurities around a selected number of PROMICE and GC-Net weather stations on the Greenland ice sheet (GrIS) of samples collected during the summer of 2024. This is the second year in which samples are collected as part of a monitoring programme of glacier ice algae on the GrIS. In 2024, PROMBIO aimed to conduct a randomized and more detailed sampling of one of the PROMICE weather stations transect, the QAS transect, in order to characterize in depth one of the dark regions of the ice sheet. Furthermore, samples were also collected at TAS-A and KAN-L weather stations. Poor weather conditions during the summer of 2024 has limited work in the other PROMICE and GC-Net weather stations. In conjunction with data from 2023, this report provide a basis of ground-truth data for validation of remote satellite and future modelling work on estimation of biological and abiotic impurities on the GrIS. At the QAS sites was a detailed (higher sample size) sampling. At TAS_A and KAN_L, the sampling is of three surfaces per site per year, i.e. dark, under the albedometer and representative.
DOI: 10.22008/fk2/d0jc0p/1wndtj
title: QAS_L 2024.zip

description: :unav
DOI: 10.22008/fk2/d0jc0p/eazvzz
title: QAS_M 2024.zip

description: :unav
DOI: 10.22008/fk2/d0jc0p/hcnmtm
title: KAN_L 2024.zip

description: :unav
DOI: 10.22008/fk2/d0jc0p/lkmr2k
title: QAS_U 2024.zip

description: :unav
DOI: 10.22008/fk2/d0jc0p/ogtohm
title: PROMBIO cell counts 2024_final table.csv

description: :unav
DOI: 10.22008/fk2/d0jc0p/zeq6db
title: TAS_A 2024.zip

description: :unav
DOI: 10.6084/m9.figshare.27153441
title: On the Impact of Requirements Smells in Prompts: The Case of Automated Traceability

description: <pre>This is the dataset for the paper <i>On the Impact of Requirements Smells in Prompts: The Case of Automated Traceability</i>. See the <i>README.md</i> for more information.</pre><br>
DOI: 10.5281/zenodo.14008263
title: Multi-milliwatt average power two-color air-plasma terahertz source at 100 kHz repetition rate

description: These data sets are associated with the aforementioned paper and can be used to reproduce the figures of our article. An example for reading and plotting of the data sets is provided as a jupyter notebook.
DOI: 10.5281/zenodo.14008264
title: Multi-milliwatt average power two-color air-plasma terahertz source at 100 kHz repetition rate

description: These data sets are associated with the aforementioned paper and can be used to reproduce the figures of our article. An example for reading and plotting of the data sets is provided as a jupyter notebook.
DOI: 10.5281/zenodo.14920237
title: Dataset: Shining Light On The Laying Hen Brain: The Effect Of Light During Incubation Depends On Cognitive Task And Hybrid

description: Datasets of the different results presented in the article of the same name.
DOI: 10.5281/zenodo.14920238
title: Dataset: Shining Light On The Laying Hen Brain: The Effect Of Light During Incubation Depends On Cognitive Task And Hybrid

description: Datasets of the different results presented in the article of the same name.
DOI: 10.5281/zenodo.14938803
title: costus_erythrophyllus_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.14938804
title: costus_erythrophyllus_decontaminated_FSCR.fasta.gz
DOI: 10.6084/m9.figshare.28430819
title: EggNOG annotations for MAGs

description: High quality metagenomic assembled genomes from Southern Ocean sea ice and seawater
DOI: 10.5281/zenodo.14938737
title: 4DHydro_Results_Tetis_Tugela_7p5sec_daily_exp34_20070101_20221231

description: Modeling results with TETIS software, for Tugela River with a spatial resolution of 7.5 seconds, and temporal resolution daily. Experiment 34. Forcing "mergedera5gpmsm2a". Calibrating methodology MOSCEM, calibrated variable SM+ET

Includes results for the following variables:



Total evapotranspiration flux in kg m-2 s-1

Discharge flux in m-3 s-1

Volumetric soil moisture content in percentage

Total water storage content in kg m-2
DOI: 10.5281/zenodo.14938738
title: 4DHydro_Results_Tetis_Tugela_7p5sec_daily_exp34_20070101_20221231

description: Modeling results with TETIS software, for Tugela River with a spatial resolution of 7.5 seconds, and temporal resolution daily. Experiment 34. Forcing "mergedera5gpmsm2a". Calibrating methodology MOSCEM, calibrated variable SM+ET

Includes results for the following variables:



Total evapotranspiration flux in kg m-2 s-1

Discharge flux in m-3 s-1

Volumetric soil moisture content in percentage

Total water storage content in kg m-2
DOI: 10.5281/zenodo.14018116
title: Immersive Media Experience - documentation

description: This document provides a short description of each of the 3 IMX's developed in ULTIMATE and the software components of these IMX's, including information on the software packages used to developed the IMX and the repositories where the source code can be downloaded.
DOI: 10.5281/zenodo.14938609
title: Replication Data for : A New Method For Optimizing a Function Over The Efficient Set

description: This benchmark set is designed to test and evaluate the algorithm from the article "A New Method For Optimizing a Function Over The Efficient Set". It is structured into three main folders: P3, P5, and P8, where the numbers indicate the number of objectives in the problems to be optimized, namely 3, 5, and 8 objectives, respectively.

Each main folder contains subfolders named 'mxn', where:



m represents the number of constraints,

n represents the number of variables.


These subfolders organize the problems based on their dimensions in terms of constraints and variables.

Within each 'mxn' subfolder, several CSV files are present. Each CSV file corresponds to a specific benchmark instance, with the benchmark number indicated in the second part of the file name.

For each benchmark instance, the following data is provided:



c: The matrix of objective coefficients, which defines the objective functions to be optimized. It is typically of dimension k × n, where k is the number of objectives (3, 5, or 8) and n is the number of variables.

population: The matrix of constraint coefficients, which describes the problem’s constraints. It is typically of dimension m × n, where m is the number of constraints and n is the number of variables.

phi: The vector associated with the Phi function, likely used to combine multiple objectives into a single scalar objective function (e.g., a weighted sum or another scalarization method).

b: The right-hand side vector of the constraints (denoted HRS), which contains the constraint constants, typically of length m.

x_optimal: The optimal solution to the scalarized problem obtained by using the Phi function to combine the objectives.

RP: The convergence metric, which can be used to assess the performance of optimization algorithms on this problem.


This data may be contained in a single CSV file per benchmark or distributed across multiple CSV files, depending on the specific organization, with the benchmark number reflected in the file names.

This benchmark set provides a structured and varied collection for testing multi-objective optimization algorithms, covering different combinations of objectives, constraints, and variables, accompanied by known optimal solutions for the scalarized versions of the problems.
DOI: 10.5281/zenodo.14938610
title: Replication Data for : A New Method For Optimizing a Function Over The Efficient Set

description: This benchmark set is designed to test and evaluate the algorithm from the article "A New Method For Optimizing a Function Over The Efficient Set". It is structured into three main folders: P3, P5, and P8, where the numbers indicate the number of objectives in the problems to be optimized, namely 3, 5, and 8 objectives, respectively.

Each main folder contains subfolders named 'mxn', where:



m represents the number of constraints,

n represents the number of variables.


These subfolders organize the problems based on their dimensions in terms of constraints and variables.

Within each 'mxn' subfolder, several CSV files are present. Each CSV file corresponds to a specific benchmark instance, with the benchmark number indicated in the second part of the file name.

For each benchmark instance, the following data is provided:



c: The matrix of objective coefficients, which defines the objective functions to be optimized. It is typically of dimension k × n, where k is the number of objectives (3, 5, or 8) and n is the number of variables.

population: The matrix of constraint coefficients, which describes the problem’s constraints. It is typically of dimension m × n, where m is the number of constraints and n is the number of variables.

phi: The vector associated with the Phi function, likely used to combine multiple objectives into a single scalar objective function (e.g., a weighted sum or another scalarization method).

b: The right-hand side vector of the constraints (denoted HRS), which contains the constraint constants, typically of length m.

x_optimal: The optimal solution to the scalarized problem obtained by using the Phi function to combine the objectives.

RP: The convergence metric, which can be used to assess the performance of optimization algorithms on this problem.


This data may be contained in a single CSV file per benchmark or distributed across multiple CSV files, depending on the specific organization, with the benchmark number reflected in the file names.

This benchmark set provides a structured and varied collection for testing multi-objective optimization algorithms, covering different combinations of objectives, constraints, and variables, accompanied by known optimal solutions for the scalarized versions of the problems.
DOI: 10.5281/zenodo.14018117
title: Immersive Media Experience - documentation

description: This document provides a short description of each of the 3 IMX's developed in ULTIMATE and the software components of these IMX's, including information on the software packages used to developed the IMX and the repositories where the source code can be downloaded.
DOI: 10.5517/ccdc.csd.cc2lm32f
title: CCDC 2401634: Experimental Crystal Structure Determination

description: Related Article: Kuei-Hung Lai, Hsiao-Ling Chung, You-Ying Chen, Li-Guo Zheng, Jui-Hsin Su, Mohamed El-Shazly|2025|RSC Advances|15|4702|doi:10.1039/D5RA00208G
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2lm33g
title: CCDC 2401635: Experimental Crystal Structure Determination

description: Related Article: Kuei-Hung Lai, Hsiao-Ling Chung, You-Ying Chen, Li-Guo Zheng, Jui-Hsin Su, Mohamed El-Shazly|2025|RSC Advances|15|4702|doi:10.1039/D5RA00208G
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2lm34h
title: CCDC 2401636: Experimental Crystal Structure Determination

description: Related Article: Kuei-Hung Lai, Hsiao-Ling Chung, You-Ying Chen, Li-Guo Zheng, Jui-Hsin Su, Mohamed El-Shazly|2025|RSC Advances|15|4702|doi:10.1039/D5RA00208G
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.14934981
title: MEG - Prestimulus

description: The "MEG - Prestimulus" dataset presents original data associated with the published research article:

Lago, S., Zago, S., Bambini, V., & Arcara, G. (2024). Pre-Stimulus Activity of Left and Right TPJ in Linguistic Predictive Processing: A MEG Study. Brain sciences, 14(10), 1014. https://doi.org/10.3390/brainsci14101014

Please acknowledge and cite the dataset using the reference above.
DOI: 10.5281/zenodo.14934982
title: MEG - Prestimulus

description: The "MEG - Prestimulus" dataset presents original data associated with the published research article:

Lago, S., Zago, S., Bambini, V., & Arcara, G. (2024). Pre-Stimulus Activity of Left and Right TPJ in Linguistic Predictive Processing: A MEG Study. Brain sciences, 14(10), 1014. https://doi.org/10.3390/brainsci14101014

Please acknowledge and cite the dataset using the reference above.
DOI: 10.34740/kaggle/dsv/10872385
title: Mahanagar Yatayat Transport Dataset
DOI: 10.25822/g6s2-7v68
title: Alcohol, Sleep, and Circadian Rhythms in Young Humans Study
DOI: 10.25822/ppnw-m623
title: Future of Families and Child Wellbeing Study
DOI: 10.60897/ndacc.harestua_uvvis.doas.zenith.o3_bira.iasb003_frm4doas.01.01
title: Ozone (O3) groundbased remote sensing data from the UVVIS DOAS ZENITH instrument BIRA.IASB003 at Harestua, version FRM4DOAS.01.01

description: Total ozone columns from ground-based zenith-sky visible observations at Harestua, Norway (NDACC instrument BIRA.IASB003). Standard NDACC retrieval method is described in : NDACC/SAOZ UV-visible total ozone measurements: improved retrieval and comparison with correlative ground-based and satellite observations, Atmos. Chem. Phys., 11, 5975-5995, https://doi.org/10.5194/acp-11-5975-2011, 2011. Hendrick (0000-0002-5187-9452), F., Pommereau, J.-P., Goutail, F., Evans, R. D., Ionov, D., Pazmino, A., Kyro, E., Held, G., Eriksen, P., Dorokhov, V., Gil, M., and Van Roozendael, M.
description: The guidelines in the GEOMS documentation should be used to select the latest version of a data file in case files have overlapping dates.
description: Modifications file version 002: added collaborators and reference paper in DATA_DESCRIPTION.
description: Data users at a minimum should acknowledge both the NDACC DHF and the NDACC PI in any publication, as follows: "The data used in this publication were obtained from Michel Van Roozendael as part of the Network for the Detection of Atmospheric Composition Change (NDACC) and are available through the NDACC website http://www.ndacc.org"
description: Data is available from the NDACC consolidated archive at NASA LaRC and match the file pattern harestua/hdf/uvvis.doas.zenith/groundbased_uvvis.doas.zenith.o3_bira.iasb003_frm4doas.01.01_*
DOI: 10.17882/100247
title: Data investigating hydrogen peroxide fluxes and fate in a temperate seagrass ecosystem

description: Seagrass ecosystems rank among the most productive marine environments on the planet, hosting high cycling rates of a range of globally relevant elemental cycles. While the cycling of reactive oxygen species (ROS) may have important links with other redox-related biogeochemical cycles (i.e. trace metals, carbon, nitrogen, and oxygen), the dynamics of ROS in seagrass ecosystems are poorly characterized. To assess the flux, decay rate, and fate of ROS, this study quantified rates of hydrogen peroxide (H2O2) production and decay through in situ incubations of seawater, algae (Polysiphonia sp.), and seagrass (Zostera marina) from a seagrass meadow near Woods Hole, MA, USA. Incubations of Polysiphonia and Zostera indicated average daytime net primary production values ranging from 12.6 to 137.4 µmol g dry wt-1 h-1. By comparison, hydrogen peroxide dynamics were much more variable with fluxes ranging from -272 to 150 nmol g dry wt-1 h-1, net production rates ranging from -2,212 to 38,000 nmol g dry wt-1 h-1 and decay rate constants ranging from 0.314 to 9.09 h-1. These results suggest seagrass meadows contribute to rapid and dynamic turnover of ROS. In separate incubations, tracing of isotopically labeled hydrogen peroxide (H217O2) indicated that hydrogen peroxide decay was predominantly regulated by peroxidase-like activity, suggesting that hydrogen peroxide serves primarily as an oxidant of currently unknown reduced substrates. This study documents the rapid cycling and reductive decay pathways of hydrogen peroxide within seagrass ecosystems, laying the foundation for future studies of ROS cycling dynamics in these and other related shallow marine ecosystems.
DOI: 10.17882/96561
title: Evaluation of submesoscale variability by glider missions and high-resolution numerical experiments in the Gulf of Finland, Baltic Sea

description: This study delves into the role of submesoscale processes within a stratified coastal environment, using three months of high-resolution glider data and a realistic simulation with the SMS permitting grid spacing of 0.125 nautical miles. Here are presented three glider data sets used in this study. Missions were carried out in May–June 2018 and 2019, and July–August 2019, during which an autonomous underwater vehicle, the Slocum G2 Glider MIA, collected oceanographic data along predefined transects. In May–June 2018, an 18 km long transect was sampled 26 times, and in 2019, 4.5 and 5.5 km long transects were sampled over 90 times. Altogether over 12,000 profiles were gathered. The raw data was quality controlled, and the coefficients to account for the response time of the sensors and the thermal lag were defined to minimize differences between two consecutive CTD profiles. The half YOs were bin-averaged to a uniform 0.5 dbar vertical grid and arranged as profiles.
DOI: 10.17882/103457
title: Timeseries of the Atlantic Meridional Overturning Circulation, North Atlantic air-sea and meridional heat fluxes, SSTs, and SATs in climate models from CMIP6

description: This data provides post-processed CMIP6 data. The dataset includes annually-averaged timeseries of the (1) Atlantic Meridional Overturning Circulation and (2) northward heat transport at 26.5°N, 30°N, 35°N, 40°N, 45°N, 50°N, 55°N, and 60°N, the (3) basin-wide integrated air-sea heat fluxes in the North Atlantic north of the respective latitudes, (4) basin-wide averaged sea surface temperatures of the subpolar gyre region as defined by Caesar et al. (2018), and globally-averaged (5) sea surface temperatures and (6) surface atmospheric temperatures. Timeseries are provided for the historical simulations, the SSP1-2.6 and SSP5-8.5 simulations, and the corresponding piControl simulations. The years in the piControl simulations correspond to the respective years in the historical and SSP simulations. For more details, please see Terhaar et al. (2024)
Caesar, L., Rahmstorf, S., Robinson, A. et al. Observed fingerprint of a weakening Atlantic Ocean overturning circulation. Nature 556, 191–196 (2018). https://doi.org/10.1038/s41586-018-0006-5
Terhaar, J., Vogt, L., and Foukal, N. P. Atlantic overturning inferred from air-sea heat fluxes indicates no decline since the 1960s, Nature Communications, in press