cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13313251
title: National Checklists 2017: Sri Lanka Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Sri Lanka collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313250
title: National Checklists 2017: Sri Lanka Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Sri Lanka collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313209
title: National Checklists 2017: San Marino Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from San Marino collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313210
title: National Checklists 2017: San Marino Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from San Marino collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313143
title: National Checklists 2017: The Netherlands Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from The Netherlands collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313144
title: National Checklists 2017: The Netherlands Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from The Netherlands collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.10974498
title: Molecular principles of redox-coupled sodium pumping of the ancient Rnf machinery

description: Contains MD simulation snapshots, toplogy and parameters, COPASI input parameters, and psfgen script to build a system.
DOI: 10.5281/zenodo.10974499
title: Molecular principles of redox-coupled sodium pumping of the ancient Rnf machinery

description: Contains MD simulation snapshots, toplogy and parameters, COPASI input parameters, and psfgen script to build a system.
DOI: 10.5281/zenodo.13313272
title: National Checklists 2017: The Bahamas Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from The Bahamas collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313273
title: National Checklists 2017: The Bahamas Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from The Bahamas collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313459
title: National Checklists 2017: French Polynesia Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from French Polynesia collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313460
title: National Checklists 2017: French Polynesia Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from French Polynesia collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313554
title: National Checklists 2017: North America Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
List of species from North America inferred from individual country lists that were derived from effechecka and modified geonames polygons
DOI: 10.5281/zenodo.13313553
title: National Checklists 2017: North America Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
List of species from North America inferred from individual country lists that were derived from effechecka and modified geonames polygons
DOI: 10.5281/zenodo.13313199
title: National Checklists 2017: Republic of the Congo

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from the Republic of the Congo collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313198
title: National Checklists 2017: Republic of the Congo

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from the Republic of the Congo collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13312923
title: National Checklists 2017: Equatorial Guinea Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Equatorial Guinea collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13312924
title: National Checklists 2017: Equatorial Guinea Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Equatorial Guinea collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13312994
title: National Checklists 2017: Guinea Bissau Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
xxxThere are a couple of bugs in this file, line 1914 of taxa and 1927 of occurrences, which causes strange behaviour.xxx FIXED 27 March

A list of species from Guinea Bissau collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13312995
title: National Checklists 2017: Guinea Bissau Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
xxxThere are a couple of bugs in this file, line 1914 of taxa and 1927 of occurrences, which causes strange behaviour.xxx FIXED 27 March

A list of species from Guinea Bissau collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313352
title: National Checklists 2017: New Caledonia Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from New Caledonia collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313351
title: National Checklists 2017: New Caledonia Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from New Caledonia collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313275
title: National Checklists 2017: The Gambia Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from The Gambia collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313274
title: National Checklists 2017: The Gambia Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from The Gambia collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313231
title: National Checklists 2017: Sint Maarten Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Sint Maarten collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313229
title: National Checklists 2017: Sint Maarten Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Sint Maarten collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313303
title: National Checklists 2017: Saint Lucia Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Saint Lucia collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313302
title: National Checklists 2017: Saint Lucia Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Saint Lucia collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.14839947
title: unimpeded: lcdm des_y1.joint+planck_2018_plik_nolens

description: cosmological model:lcdm, dataset:des_y1.joint+planck_2018_plik_nolens
DOI: 10.5281/zenodo.14839948
title: unimpeded: lcdm des_y1.joint+planck_2018_plik_nolens

description: cosmological model:lcdm, dataset:des_y1.joint+planck_2018_plik_nolens
DOI: 10.5281/zenodo.13313240
title: National Checklists 2017: South Africa Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from South Africa collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313241
title: National Checklists 2017: South Africa Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from South Africa collected using effechecka and geonames polygons
DOI: 10.6084/m9.figshare.28387664
title: Metaverse Gait Authentication Dataset (MGAD)

description: <b>1. Dataset Overview</b><br>The <b>Metaverse Gait Authentication Dataset (MGAD)</b> is a large-scale dataset for gait-based biometric authentication in virtual environments. It consists of gait data from <b>5,000 simulated users</b>, generated using <b>Unity 3D</b> and processed using <b>OpenPose and MediaPipe</b>. This dataset is ideal for researchers working on biometric authentication, gait analysis, and AI-driven identity verification systems.<b>2. Data Structure & Format</b><b>File Format:</b> CSV<b>Number of Samples:</b> 5,000 users<b>Number of Features:</b> 16 gait-based features<b>Columns:</b> Each row represents a user with corresponding gait feature values<b>Size:</b> Approximately (mention size in MB/GB after upload)<b>3. Feature Descriptions</b>The dataset includes 16 extracted gait features:<b>Stride Length (m)</b>: Average distance covered in one gait cycle.<b>Step Frequency (steps/min)</b>: Number of steps taken per minute.<b>Stance Phase Duration (s)</b>: Stance phase in a gait cycle.<b>Swing Phase Duration (s)</b>: Duration of the swing phase in a gait cycle.<b>Double Support Phase Duration (s)</b>: Time both feet are in contact with the ground.<b>Step Length (m)</b>: Distance between consecutive foot placements.<b>Cadence Variability (%)</b>: Variability in step rate.<b>Hip Joint Angle (°)</b>: Maximum angle variation in the hip joint.<b>Knee Joint Angle (°)</b>: Maximum flexion-extension knee angle.<b>Ankle Joint Angle (°)</b>: Angle variation at the ankle joint.<b>Avg. Vertical GRF (N)</b>: Average vertical ground reaction force.<b>Avg. Anterior-Posterior GRF (N)</b>: Ground reaction force in the forward-backward direction.<b>Avg. Medial-Lateral GRF (N)</b>: Ground reaction force in the side-to-side direction.<b>Avg. COP Excursion (mm)</b>: Center of pressure movement during stance phase.<b>Foot Clearance during Swing Phase (mm)</b>: Minimum height of the foot during the swing phase.<b>Gait Symmetry Index (%)</b>: Measure of symmetry between left and right gait cycles.<b>4. How to Use the Dataset</b>Load the dataset in Python using Pandas:<br>Use the features for machine learning models in biometric authentication.Apply preprocessing techniques like normalization and feature scaling.Train and evaluate deep learning or ensemble models for gait recognition.<b>5. Citation & License</b>If you use this dataset, please cite it as follows:<b>Sandeep Ravikanti, "Metaverse Gait Authentication Dataset (MGAD)," IEEE DataPort, 2025. DOI: https://dx.doi.org/10.21227/rvh5-8842</b><b>6. Contact Information</b>For inquiries or collaborations, please contact: <b>bitsrmit2023@gmail.com</b>
DOI: 10.5281/zenodo.13313086
title: National Checklists 2017: Marshall Islands Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Marshall Islands collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313087
title: National Checklists 2017: Marshall Islands Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Marshall Islands collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13312930
title: National Checklists 2017: Dominican Republic Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from the Dominican Republic collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13312931
title: National Checklists 2017: Dominican Republic Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from the Dominican Republic collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13312973
title: National Checklists 2017: Cape Verde Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Cape Verde collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13312974
title: National Checklists 2017: Cape Verde Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Cape Verde collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.14274930
title: Controlling noise with self-organized resetting

description: Data used to generate the figures for the manuscript "Controlling noise with self-organized resetting".
DOI: 10.5281/zenodo.14274929
title: Controlling noise with self-organized resetting

description: Data used to generate the figures for the manuscript "Controlling noise with self-organized resetting".
DOI: 10.5281/zenodo.13313214
title: National Checklists 2017: Saudi Arabia Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Saudi Arabia collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313213
title: National Checklists 2017: Saudi Arabia Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Saudi Arabia collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313451
title: National Checklists 2017: Saint Barthelemy Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Saint Barthelemy collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313450
title: National Checklists 2017: Saint Barthelemy Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Saint Barthelemy collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313244
title: National Checklists 2017: South Korea Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from South Korea collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313245
title: National Checklists 2017: South Korea Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from South Korea collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.14848641
title: Dataset for "Room-temperature vacancy emission from jog on edge dislocation in FCC nickel under glide force"

description: LAMMPS script, python analysis data, and processed data for the Scripta manuscript "Room-temperature vacancy emission from jog on edge dislocation in FCC nickel under glide force"
DOI: 10.5281/zenodo.14848642
title: Dataset for "Room-temperature vacancy emission from jog on edge dislocation in FCC nickel under glide force"

description: LAMMPS script, python analysis data, and processed data for the Scripta manuscript "Room-temperature vacancy emission from jog on edge dislocation in FCC nickel under glide force"
DOI: 10.5281/zenodo.13313236
title: National Checklists 2017: Solomon Islands Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Solomon Islands collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313237
title: National Checklists 2017: Solomon Islands Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Solomon Islands collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313448
title: National Checklists 2017: Saint Martin Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Saint Martin collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313449
title: National Checklists 2017: Saint Martin Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Saint Martin collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313349
title: National Checklists 2017: Christmas Island Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Christmas Island collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313350
title: National Checklists 2017: Christmas Island Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Christmas Island collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313525
title: National Checklists 2017: Costa Rica Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Costa Rica collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313526
title: National Checklists 2017: Costa Rica Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Costa Rica collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.13313419
title: National Checklists 2017: Bouvet Island Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details
A list of species from Bouvet Island collected using effechecka and geonames polygons