cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15722902
title: The AutoCorrelation Integral Drill (ACID) Test Set

description: This repository contains the scripts and StepUp workflows to regenerate
the "AutoCorrelation Integral Drill" (ACID) test set.
The ACID test set comprises a diverse collection of algorithmically generated time series
designed to evaluate the performance of algorithms that compute the autocorrelation integral.
The set contains in total 15360 test cases, and each case consists of one or more time series.
The cases differ in the kernel characterizing the time correlations, the number of time series,
and the length of the time series.
For each combination of kernel, number of sequences and sequence length,
64 test cases are generated with different random seeds
to allow for a systematic validation of uncertainty estimates.
The total dataset, once generated, is about 80 GB in size.

In addition to the ACID test set, this repository also contains scripts and workflows
to validate STACIE,
a software package for the computation of the autocorrelation integral.
The results of this analysis are discussed in the following paper:



Gözdenur Toraman, Dieter Fauconnier, and Toon Verstraelen
"STable AutoCorrelation Integral Estimator (STACIE):
Robust and accurate transport properties from molecular dynamics simulations"
Journal of Chemical Information and Modeling 2025, 65 (19), 10445–10464,
doi:10.1021/acs.jcim.5c01475,
arXiv:2506.20438.


This dataset is distributed under a choice of license:
either the Creative Commons Attribution-ShareAlike 4.0 International license (CC BY-SA 4.0)
or the GNU Lesser General Public License, version 3 or later (LGPL-v3+).
The SPDX License Expression for the documentation is CC-BY-SA-4.0 OR LGPL-3.0-or-later.

You should have received a copy of the CC BY-SA 4.0 and LGPL-v3+ licenses along with the data set.
If not, see:



https://creativecommons.org/licenses/by-sa/4.0/

https://www.gnu.org/licenses/
DOI: 10.15468/u7326j
title: Replacement names for junior homonyms in ants (Hymenoptera, Formicidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Fisher, Brian L. (2025): Replacement names for junior homonyms in ants (Hymenoptera, Formicidae). ZooKeys 1256: 81-113, DOI: 10.3897/zookeys.1256.162607AbstractReplacement names are proposed for 40 unresolved junior species group homonyms in Formicidae (Hymenoptera) as required by ICZN Articles 23 and 60. This effort aims to enhance taxonomic stability and facilitate digital management for ant names. In each case, the junior homonym is considered acceptable and in use. To avoid the creation of unnecessary replacement names, names were not proposed for unresolved junior homonyms in cases where 1) the status of the junior homonym is a junior or senior synonym or unidentifiable; 2) the primary homonym pair have not been regarded as congeneric since 1899; or 3) the congeneric placement of the junior secondary homonym is unreliable. The following new names are introduced to replace existing homonyms: Acromyrmex aurina nom. nov., Camponotus chucki nom. nov., Camponotus dorex nom. nov., Camponotus durnyx nom. nov., Camponotites flarex nom. nov., Camponotus robecchii clyne nom. nov., Camponotus substitutus cylrix nom. nov., Colobopsis breva nom. nov., Crematogaster scutellaris gynia nom. nov., Dolichoderus thoracicus jexina nom. nov., Ectomomyrmex pylixy nom. nov., Ectomomyrmex pylor nom. nov., Euponera tynara nom. nov., Formica lavateri liora nom. nov., Formica mytara nom. nov., Hypoponera rylin nom. nov., Hypoponera veltan nom. nov., Lepisiota vynia nom. nov., Temnothorax flavispinus novira nom. nov., Messor minor nubina nom. nov., Messor nuvia nom. nov., Pheidole arnoldi qindra nom. nov., Pseudoneoponera sublaevis quorra nom. nov., Strumigenys wylixa nom. nov., Camponotus foleyi cybira nom. nov., Camponotus maculatus brexyl nom. nov., Camponotus nixra nom. nov., Camponotus planus brina nom. nov., Carebara dazia nom. nov., Carebara xynera nom. nov., Colobopsis vitrea yevira nom. nov., Formica draven nom. nov., Messor draxil nom. nov., Pheidole singaporensis zolara nom. nov., Pseudolasius zynia nom. nov., Tetramorium drunex nom. nov., Tetramorium fenix nom. nov., Tetramorium flinex nom. nov., Temnothorax fynor nom. nov., and Tetraponera vantix nom. nov. In addition, Estevia nom. nov. is proposed for the preoccupied genus Wilsonia Hong, 2002. Additional taxonomic changes are presented, including the reinstatement of Tetramorium schultzei Forel, 1910 a stat. nov. and the following new combinations: Bothroponera jonesii (Forel, 1891), comb. nov.; Diacamma unicolor (Smith, 1860 a), comb. nov.; Pseudoneoponera vidua (Smith, 1857), and Diacamma solitaria (Smith, 1860 b), comb. nov.
DOI: 10.3886/e241783
title: Makurdi College Of Nursing Sciences 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Makurdi College Of Nursing Sciences 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.15468/wjdfyw
title: New segregates from the Neotropical genus Stryphnodendron (Leguminosae, Caesalpinioideae, mimosoid clade)

description: This dataset contains the digitized treatments in Plazi based on the original journal article de Lima, Alexandre G., de Paula-Souza, Juliana, Ringelberg, Jens J., Simon, Marcelo F., de Queiroz, Luciano P., Borges, Leonardo M., de F. Mansano, Vidal, Souza, Vinicius C., Scalon, Viviane R. (2022): New segregates from the Neotropical genus Stryphnodendron (Leguminosae, Caesalpinioideae, mimosoid clade). PhytoKeys 205: 203-237, DOI: http://dx.doi.org/10.3897/phytokeys.205.82220, URL: http://dx.doi.org/10.3897/phytokeys.205.82220
DOI: 10.15468/b7xu9s
title: Adenda al EsIA de la planta solar fotovoltaica PINOT SOLAR en respuesta al IMENA

description: This dataset contains the digitized treatments in Plazi based on the original book / thesis / monograph Fontanilla, Ana, Arcos, Esmeralda, Escribano, Andrea (2022): Adenda al EsIA de la planta solar fotovoltaica PINOT SOLAR en respuesta al IMENA. European Investment Bank (EIB), DOI: 10.5281/zenodo.17262361
DOI: 10.15468/usfdqg
title: Estudi d’impacte ambiental del projecte de la línia aèria d’alta tensió 220 kV SET Seròs – SET Albatàrrec i del projecte de la nova SET Seròs (Alcarràs, Lleida i Albatàrrec – el Segrià)

description: This dataset contains the digitized treatments in Plazi based on the original book / thesis / monograph Racionero, Claudio (2020): Estudi d’impacte ambiental del projecte de la línia aèria d’alta tensió 220 kV SET Seròs – SET Albatàrrec i del projecte de la nova SET Seròs (Alcarràs, Lleida i Albatàrrec – el Segrià). European Investment Bank (EIB), DOI: 10.5281/zenodo.17263237
DOI: 10.15468/3te7xp
title: North-South Corridor (Kvesheti-Kobi) Road Project - APPENDIX Y OTHER ECOLOGICAL SURVEYS

description: This dataset contains the digitized treatments in Plazi based on the original book / thesis / monograph Niko Karsimashvili (2019): North-South Corridor (Kvesheti-Kobi) Road Project - APPENDIX Y OTHER ECOLOGICAL SURVEYS. Georgia: Ministry of Regional Development and Infrastructure, DOI: 10.5281/zenodo.17079072
DOI: 10.15468/tm3pen
title: Saidabad Water Treatment Plant Project, Phase III

description: This dataset contains the digitized treatments in Plazi based on the original book / thesis / monograph Macdonald, Mott (2025): Saidabad Water Treatment Plant Project, Phase III. European Investment Bank (EIB), DOI: 10.5281/zenodo.17261043
DOI: 10.15468/dl.599dh6
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((4.33226 13.95345,3.55778 11.64069,4.23545 11.16619,2.73489 9.49955,2.58967 6.33568,4.23545 6.47999,5.25196 5.32445,5.39717 4.31155,8.05945 4.55285,11.49622 6.52809,14.64255 11.26115,14.93298 12.53997,13.2388 13.85948,4.33226 13.95345))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phataginus tricuspis"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067616-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48577/jpl.odkisz
title: Out-of-season water escape during Mars’ northern summer triggered by a strong localized dust storm

description: Mars almost certainly had a significant amount of water in its past. Recent observations reveal that during southern summer, when the atmosphere is warmer and dustier, water vapor can reach high altitudes without condensing, leading to water loss to space. Here, we identify a new pathway for water loss, for the first time observed during the opposite season. Our findings show that a strong, localized, and short-lived dust storm in Martian Year 37 (August 2023) drove significant vertical transport of water vapor in the northern summer season. Just days after the storm, enhanced water vapor concentrations were observed at altitudes over 40 km across northern high latitudes, followed by an increase in escaping hydrogen detected at the exobase. These results suggest that water loss on Mars can be triggered by strong local dust storms at any time of year, potentially making total water loss greater than previously estimated.
DOI: 10.48577/jpl.evag2e
title: Global modeling of trifluoroacetic acid surface concentration and deposition from the gas phase oxidation of a wide range of precursor hydrofluoroolefins

description: Oxidation of third and fourth generation refrigerants are likely to be sources of trifluoroacetic acid (TFA) in the lower atmosphere which can be deposited in precipitation and accumulate in both water bodies resulting in potential aquatic risks and to land surfaces posing potential ecosystem damage. The formation and distribution of atmospheric TFA from the gas-phase oxidation of fifteen hydrofluoroolefins (HFOs)were studied. The subsequent deposition of TFA, and the environmental impact of regional emissions of HFOs using a three-dimensional chemical transport model, STOCHEM-CRI was performed. Globally, a significant amount of TFA (125 Gg yr-1) is produced from the oxidation of a range of HFOs (total mass emitted 0.15 Tg yr-1) with the most significant contributors being HFO-1234zeZ (11.07 Gg yr-1, 8.9%), HFO-1234zeE (11.04 Gg yr-1, 8.8%), and HFO-1243zf (11.79 Gg yr-1, 9.5%). The tropospheric global burden and lifetime of TFA are found to be 1.26 Gg and 3.8 days, respectively. Atmospheric TFA were found be most abundant in the northern mid-latitude with up to 4 ppt in Europe, 1 ppt in Asia and 1 ppt in North America during the northern hemispheric summer. North America, Europe, and Asia are found to be the main hot spots for the annual global deposition of TFA with maximum deposition up to 200 tonnes yr-1, 300 tonnes yr-1, and 200 tonnes yr-1, respectively. 35% TFA deposition from HFO-1234yf, 48% from HFO-1216 (short-lived) and 13% from HFO-1336mzzmE (long-lived) emissions were found for North America, Europe and Asia emission scenarios. A metric called the TFA Deposition Potential (TDP) is proposed which provides a relative insight into the extent to which different HFOs contribute towards peak environmental TFA deposition, relative to that from the oxidation of HFO-1234yf.
DOI: 10.3886/e241784
title: Cross River State School of Nursing, Calabar 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Cross River State School of Nursing, Calabar 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.48577/jpl.afuyhz
title: Assessing Air Pollution Drivers in Asia Through Multi-Species Data Assimilation During NASA's ASIA-AQ Campaign

description: No abstract available.
DOI: 10.48577/jpl.nnsjzk
title: MODIS/ASTER (MASTER) Airbone simulator

description: No abstract available.
DOI: 10.48577/jpl.y2fjjw
title: Contrasting Climate and Anthropogenic Disturbance Impacts on Congo Basin Carbon and Water Flux Coupling

description: No abstract available.
DOI: 10.48577/jpl.aygxgs
title: Molecular Based Methods for Environmental Monitoring and Optimal Extraction Methods for Bacteria Endospores

description: No abstract available.
DOI: 10.48577/jpl.r42u0i
title: Operational Deployment of Hyperspectral Machine Learning Models for Methane Detection at the UN

description: No abstract available.
DOI: 10.6084/m9.figshare.30958199
title: EEG-fNIRS Dataset for Visual Imagery

description: Dataset Description<br>This dataset contains EEG and fNIRS data from 23 participants. The task is visual imagery, where participants are asked to imagine three different images: a dog, a cup, and the letter "A". During the experiment, participants were asked to perform visual imagery in response to each image presented.<br>###EEG<br>Device: EEG data were collected using the BioSemi ActiveTwo system.<br>Electrode Configuration: 32 electrodes were placed according to the international 10-20 system. The electrode locations and names are as follows:<br>Fpz, Fp1, Fp2, Fz, F3, F4, F7, F8, FCz, FC3, FC4, FT7, FT8, Cz, C3, C4, T7, T8, CP3, CP4, TP7, TP8, Pz, P3, P4, P7, P8, PO3, PO4, Oz, O1, O2<br><br>The electrode names can be mapped to the default BioSemi naming scheme. Please refer to the BioSemi documentation for the exact layout: BioSemi Layoutand BioSemi Headcap.<br>Sampling Rate: 1000Hz<br>Reference Electrode: CPz<br>Ground Electrode: Fpz<br>Data Type: EEG signals are measured in microvolts (μV), with "good" quality labels indicating high-quality data.<br>###fNIRS<br>Device: fNIRS data were collected using the ETG-one system.<br>Optode Configuration: The system is equipped with 8 light sources and 7 detectors to measure the absorption of light by the brain.<br>Acquisition Method: Continuous Wave (CW) method for data collection.<br>###Stimulus Images<br>The participants viewed three different images during the task: a dog, a cup, and the letter "A". Each image was presented 10 times in each run of the visual imagery task, where participants were required to imagine the corresponding object.<br>Data Collection Details<br>Stimulus System: Stimulus presentation was controlled using E-Prime software.<br>Experimental Conditions: Each participant went through multiple trials, with each trial presenting one of the three images. Participants were asked to perform mental imagery based on the image presented.<br>Stimulus Mode: Each stimulus (dog, cup, and letter A) was presented as an image to the participants.<br>These data are intended for analyzing the collaborative effect of EEG and fNIRS signals during a visual imagery task, particularly exploring the synergistic use of fNIRS and EEG data in brain function research.<br>###License<br>This dataset and accompanying code are licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0).You are free to share and adapt the material for any purpose, even commercially, provided that appropriate credit is given.<br>For full license details, please see: https://creativecommons.org/licenses/by/4.0/
DOI: 10.6084/m9.figshare.30958199.v1
title: EEG-fNIRS Dataset for Visual Imagery

description: Dataset Description<br>This dataset contains EEG and fNIRS data from 23 participants. The task is visual imagery, where participants are asked to imagine three different images: a dog, a cup, and the letter "A". During the experiment, participants were asked to perform visual imagery in response to each image presented.<br>###EEG<br>Device: EEG data were collected using the BioSemi ActiveTwo system.<br>Electrode Configuration: 32 electrodes were placed according to the international 10-20 system. The electrode locations and names are as follows:<br>Fpz, Fp1, Fp2, Fz, F3, F4, F7, F8, FCz, FC3, FC4, FT7, FT8, Cz, C3, C4, T7, T8, CP3, CP4, TP7, TP8, Pz, P3, P4, P7, P8, PO3, PO4, Oz, O1, O2<br><br>The electrode names can be mapped to the default BioSemi naming scheme. Please refer to the BioSemi documentation for the exact layout: BioSemi Layoutand BioSemi Headcap.<br>Sampling Rate: 1000Hz<br>Reference Electrode: CPz<br>Ground Electrode: Fpz<br>Data Type: EEG signals are measured in microvolts (μV), with "good" quality labels indicating high-quality data.<br>###fNIRS<br>Device: fNIRS data were collected using the ETG-one system.<br>Optode Configuration: The system is equipped with 8 light sources and 7 detectors to measure the absorption of light by the brain.<br>Acquisition Method: Continuous Wave (CW) method for data collection.<br>###Stimulus Images<br>The participants viewed three different images during the task: a dog, a cup, and the letter "A". Each image was presented 10 times in each run of the visual imagery task, where participants were required to imagine the corresponding object.<br>Data Collection Details<br>Stimulus System: Stimulus presentation was controlled using E-Prime software.<br>Experimental Conditions: Each participant went through multiple trials, with each trial presenting one of the three images. Participants were asked to perform mental imagery based on the image presented.<br>Stimulus Mode: Each stimulus (dog, cup, and letter A) was presented as an image to the participants.<br>These data are intended for analyzing the collaborative effect of EEG and fNIRS signals during a visual imagery task, particularly exploring the synergistic use of fNIRS and EEG data in brain function research.<br>###License<br>This dataset and accompanying code are licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0).You are free to share and adapt the material for any purpose, even commercially, provided that appropriate credit is given.<br>For full license details, please see: https://creativecommons.org/licenses/by/4.0/
DOI: 10.6084/m9.figshare.30958199.v2
title: EEG-fNIRS Dataset for Visual Imagery

description: Dataset Description<br>This dataset contains EEG and fNIRS data from 23 participants. The task is visual imagery, where participants are asked to imagine three different images: a dog, a cup, and the letter "A". During the experiment, participants were asked to perform visual imagery in response to each image presented.<br>###EEG<br>Device: EEG data were collected using the BioSemi ActiveTwo system.<br>Electrode Configuration: 32 electrodes were placed according to the international 10-20 system. The electrode locations and names are as follows:<br>Fpz, Fp1, Fp2, Fz, F3, F4, F7, F8, FCz, FC3, FC4, FT7, FT8, Cz, C3, C4, T7, T8, CP3, CP4, TP7, TP8, Pz, P3, P4, P7, P8, PO3, PO4, Oz, O1, O2<br><br>The electrode names can be mapped to the default BioSemi naming scheme. Please refer to the BioSemi documentation for the exact layout: BioSemi Layoutand BioSemi Headcap.<br>Sampling Rate: 1000Hz<br>Reference Electrode: CPz<br>Ground Electrode: Fpz<br>Data Type: EEG signals are measured in microvolts (μV), with "good" quality labels indicating high-quality data.<br>###fNIRS<br>Device: fNIRS data were collected using the ETG-one system.<br>Optode Configuration: The system is equipped with 8 light sources and 7 detectors to measure the absorption of light by the brain.<br>Acquisition Method: Continuous Wave (CW) method for data collection.<br>###Stimulus Images<br>The participants viewed three different images during the task: a dog, a cup, and the letter "A". Each image was presented 10 times in each run of the visual imagery task, where participants were required to imagine the corresponding object.<br>Data Collection Details<br>Stimulus System: Stimulus presentation was controlled using E-Prime software.<br>Experimental Conditions: Each participant went through multiple trials, with each trial presenting one of the three images. Participants were asked to perform mental imagery based on the image presented.<br>Stimulus Mode: Each stimulus (dog, cup, and letter A) was presented as an image to the participants.<br>These data are intended for analyzing the collaborative effect of EEG and fNIRS signals during a visual imagery task, particularly exploring the synergistic use of fNIRS and EEG data in brain function research.<br>###License<br>This dataset and accompanying code are licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0).You are free to share and adapt the material for any purpose, even commercially, provided that appropriate credit is given.<br>For full license details, please see: https://creativecommons.org/licenses/by/4.0/
DOI: 10.48577/jpl.ltk6af
title: A description of plume-surface interactions and non-dimensional analysis for crater formation

description: During entry, descent, and landing, the exhaust plume from a spacecraft interacts with a satellite body or planetary surface. This phenomenon, commonly referred to as plume-surface interactions, can lead to spacecraft aerodynamic disturbances and induced heating, ejection of granular material, landing site obscuration, and crater formation. In this manuscript, a thorough review of theory, existing modeling frameworks, and available experimental data are described for crater formation. A method based on non-dimensional analysis and scaling is proposed, and scaling terms are determined using the Buckingham-Pi approach, including a new non-dimensional rate number describing the excavation of granular material. This approach is applied to experiments of round jet impingement on granular beds from available literature. This provides a framework to estimate crater size and shape for plume surface interactions and can be improved as more data becomes available.
DOI: 10.48577/jpl.vgmpfz
title: Ocean World Astrovirology: Phage Viability in Synthetic Europan Conditions and the Discovery of a Novel Astrovirology Biosignature

description: No abstract available.
DOI: 10.5281/zenodo.18063849
title: Stereochemistry-Guided Switch From Irreversible to Slow-Binding Cathepsin L Inhibition

description: Reduced trajectories (5000 snapshots of each 0.5 µs MD data) of the non-covalent complex formed between the inhibitors (D1, D2, D2-flipped and AMK) and cathepsin L (CatL).
description: Due to its involvement in a range of disease-related processes, such as cancer metastasis, viral entry, and immune dysregulation, cathepsin L (CatL), a lysosomal cysteine protease, has been proposed as an attractive therapeutic target. In this work, we present the design, synthesis, and mechanistic investigation of two epoxy ketone-based dipeptidyl CatL inhibitors (D1 and D2), and two azido-based derivatives (AZA and AMK). From a combination of experimental and computational studies, we have demonstrated the importance of epoxide stereochemistry and azido functionality in determining the mode of inhibition and reactivity. Classical and hybrid QM/MM Molecular dynamics (MD) simulations show that only (R)-epoxide (D1) occupies reactive conformations with respect to the catalytic dyad (Cys25–His163), leading to irreversible covalent inactivation via nucleophilic attack at the epoxide functionality. (S)-Epoxide (D2), on the other hand, occupies non-reactive conformations but can reach a less stable "flipped" conformation suggesting a very slow SN2-type attack at the carbon adjacent to the azido moiety. The substitution of the epoxide with an azidomethyl ketone (AMK) preserved the slow-binding covalent competition, but exploration of the free energy landscape revealed a lower activation barrier, consistent with the retention of activity. Kinetic, mass spectrometry (MS), Saturation Transfer Difference (STD) NMR, and thermal-shift studies support the computational predictions and show how slight modifications to the stereochemistry and the warhead of the inhibitor can tune CatL activity, from fully irreversible to slow-binding reversible inhibition. These results provide a rational framework for designing covalent inhibitors with tunable residence times and dual reactivity toward CatL that are important in cancer progression and in viral processes.