cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/3mwt9s3vkr.1
title: System decay over time

description: If we consider a graph representing the learning outcomes or progress over time, it might align with the concept of impermanence or change in educational contexts.
The graph could showcase the evolution of student learning or mastery of course material over the duration of a term or course. Initially, at the start (t=0), students might have varying levels of understanding or competence, represented by different points on the graph.

As learning progresses over time, the graph would ideally depict an upward trend, indicating improvement or growth in knowledge and skills. However, this growth might not always be linear; there could be fluctuations or variations in the learning curve, symbolizing the transient nature of learning.

The graph might exhibit periods of rapid improvement (steeper slopes) where new concepts are introduced or understood quickly, followed by plateaus or slower growth phases. These plateaus or fluctuations can represent the moments when understanding stabilizes or when the learning process temporarily slows down.

At the end of the term or course, the graph might show a higher average level of learning or competency compared to the beginning. However, the key concept of impermanence comes into play here: once the course concludes, the learning curve might start to decline or level off if the knowledge isn't consistently reinforced or applied.
DOI: 10.5281/zenodo.10399988
title: Supplementary data for PhD thesis

description: This upload consists of XYZ coordinates of the complexes and transition states mentioned in the PhD thesis.
DOI: 10.5281/zenodo.10399989
title: Supplementary data for PhD thesis

description: This upload consists of XYZ coordinates of the complexes and transition states mentioned in the PhD thesis.
DOI: 10.5281/zenodo.10203188
title: Large Spots DeepMIB project, synthetic dataset for testing 2D semantic segmentation

description: A complete DeepMIB project with a synthetic dataset generated for quick tests of semantic segmentation approaches.The dataset includes a trained DeepLabV3-Resnet18 network for detection of large spots on a black background. 
The network can be opened by loading "2D_LargeSpots_2cl_DeepLabV3.mibCfg" file by

MIB->Menu->Tools->Deep learning segmentation->Options tab->Config files->Load 
Drag and drop of the config file into DeepMIB window
Microscopy Image Browser: https://mib.helsinki.fi
DOI: 10.5281/zenodo.10203189
title: Large Spots DeepMIB project, synthetic dataset for testing 2D semantic segmentation

description: A complete DeepMIB project with a synthetic dataset generated for quick tests of semantic segmentation approaches.The dataset includes a trained DeepLabV3-Resnet18 network for detection of large spots on a black background. 
The network can be opened by loading "2D_LargeSpots_2cl_DeepLabV3.mibCfg" file by

MIB->Menu->Tools->Deep learning segmentation->Options tab->Config files->Load 
Drag and drop of the config file into DeepMIB window
DOI: 10.5281/zenodo.10203244
title: Large Spots DeepMIB project, synthetic dataset for testing 2D semantic segmentation

description: A complete DeepMIB project with a synthetic dataset generated for quick tests of semantic segmentation approaches.The dataset includes a trained DeepLabV3-Resnet18 network for detection of large spots on a black background. 
The network can be opened by loading "2D_LargeSpots_2cl_DeepLabV3.mibCfg" file by

MIB->Menu->Tools->Deep learning segmentation->Options tab->Config files->Load 
Drag and drop of the config file into DeepMIB window
DOI: 10.5281/zenodo.10203750
title: Large Spots DeepMIB project, synthetic dataset for testing 2D semantic segmentation

description: A complete DeepMIB project with a synthetic dataset generated for quick tests of semantic segmentation approaches.The dataset includes a trained DeepLabV3-Resnet18 network for detection of large spots on a black background. 
The network can be opened by loading "2D_LargeSpots_2cl_DeepLabV3.mibCfg" file by

MIB->Menu->Tools->Deep learning segmentation->Options tab->Config files->Load 
Drag and drop of the config file into DeepMIB window
Microscopy Image Browser: https://mib.helsinki.fi
DOI: 10.57755/bz4w-hp87
title: Identyfikacja toksynotwórczych izolatów C. perfringens oraz izolacja specyficznych bakteriofagów z kału kotów i psów
title: Identification of toxigenic C. perfringens and isolation of specific bacteriophages from dogs and cats feces

description: Plik ten zawiera dane dotyczące izolacji i profilu toksynotwórczych C. perfringens z kału zwierząt domowych oraz zakresu żywicieli specyficznych bakteriofagów uzyskane w ramach projektu pn. „Opracowanie kolekcji litycznych bakteriofagów przeciwko C. difficile i C. perfringens wywołującym zakażenia u psów i kotów”, które zaprezentowano podczas II Sympozjum Bakteriofagowego (Gdańsk, Polska)
description: This file contains data on the isolation and toxigenic profile of C. perfringens from pet feces and the host range of specific bacteriophages obtained as part of the project "Development of a collection of lytic bacteriophages against C. difficile and C. perfringens causing infections in dogs and cats" and presented during the 2nd Symposium of Bacteriophages  (Gdansk, Poland)
DOI: 10.34740/kaggle/dsv/7228178
title: OnlineFree
DOI: 10.34740/kaggle/dsv/7228175
title: AutoXGB
DOI: 10.34740/kaggle/dsv/7227904
title: AZP v1
DOI: 10.5281/zenodo.10256054
title: Supplementary files for: A dynamic 2000–540 Ma Earth history: From cratonic amalgamation to the age of supercontinent cycle

description: Supplementary materials for the Earth-science Reviews paper 'A dynamic 2000–540 Ma Earth history: From cratonic amalgamation to the age of supercontinent cycle'. 


Supplementary Material 1 – Palaeomagnetic pole list for the ca. 2000–540 Ma interval.
Supplementary Material 2 – IGCP 440 pre-700 Ma geotectonic database (with minor corrections made) in shapefiles format
Supplementary Material 3 – Neoproterozoic sedimentary facies point data of Li et al. (2013) in shapefile format
Supplementary Material 4 – Generalised global large igneous province (LIP) database for 2010–0 Ma (after Ernst et al., 2021) in both shapefile and Excel formats
Supplementary Material 5 – Global passive margin database of (Bradley, 2008) in shapefile format
Supplementary Material 6 – Global orogen database of Condie et al. (2021) with minor modifications and in shapefile format
Supplementary Material 7 – Global 2000–540 Ma full-plate animation following the extended orthoversion principle, Scenario Ia (0-90W-0)
Supplementary Material 8 – Global 2000–540 Ma full-plate animation following the extended orthoversion principle, Scenario Ib (0-90E-0)
Supplementary Material 9 – 2000–540 Ma global animation highlighting the occurrence of LIP events in time and space, including possible plume centres.
Supplementary Material 10 – GPlates project files for the two alternative global 2000–540 Ma full-plate animations with associated geotectonic databases
DOI: 10.5281/zenodo.7567623
title: Supplementary files for: A dynamic 2000–540 Ma Earth history: From cratonic amalgamation to the age of supercontinent cycle

description: Supplementary materials for the Earth-science Reviews paper 'A dynamic 2000–540 Ma Earth history: From cratonic amalgamation to the age of supercontinent cycle'. 


Supplementary Material 1 – Palaeomagnetic pole list for the ca. 2000–540 Ma interval.
Supplementary Material 2 – IGCP 440 pre-700 Ma geotectonic database (with minor corrections made) in shapefiles format
Supplementary Material 3 – Neoproterozoic sedimentary facies point data of Li et al. (2013) in shapefile format
Supplementary Material 4 – Generalised global large igneous province (LIP) database for 2010–0 Ma (after Ernst et al., 2021) in both shapefile and Excel formats
Supplementary Material 5 – Global passive margin database of (Bradley, 2008) in shapefile format
Supplementary Material 6 – Global orogen database of Condie et al. (2021) with minor modifications and in shapefile format
Supplementary Material 7 – Global 2000–540 Ma full-plate animation following the extended orthoversion principle, Scenario Ia (0-90W-0)
Supplementary Material 8 – Global 2000–540 Ma full-plate animation following the extended orthoversion principle, Scenario Ib (0-90E-0)
Supplementary Material 9 – 2000–540 Ma global animation highlighting the occurrence of LIP events in time and space, including possible plume centres.
Supplementary Material 10 – GPlates project files for the two alternative global 2000–540 Ma full-plate animations with associated geotectonic databases
DOI: 10.5281/zenodo.7567624
title: Supplementary files for: A dynamic 2000–540 Ma Earth history: From cratonic amalgamation to the age of supercontinent cycle

description: Supplementary materials for the Earth-science Reviews paper 'A dynamic 2000–540 Ma Earth history: From cratonic amalgamation to the age of supercontinent cycle'. Supplementary Material 1 – Palaeomagnetic pole list for the ca. 2000–540 Ma interval.<br> Supplementary Material 2 – IGCP 440 pre-700 Ma geotectonic database (with minor corrections made) in shapefiles format<br> Supplementary Material 3 – Neoproterozoic sedimentary facies point data of Li et al. (2013) in shapefile format<br> Supplementary Material 4 – Generalised global large igneous province (LIP) database for 2010–0 Ma (after Ernst et al., 2021) in both shapefile and Excel formats<br> Supplementary Material 5 – Global passive margin database of (Bradley, 2008) in shapefile format<br> Supplementary Material 6 – Global orogen database of Condie et al. (2021) with minor modifications and in shapefile format<br> Supplementary Material 7 – Global 2000–540 Ma full-plate animation following the extended orthoversion principle, Scenario Ia (0-90W-0)<br> Supplementary Material 8 – Global 2000–540 Ma full-plate animation following the extended orthoversion principle, Scenario Ib (0-90E-0)<br> Supplementary Material 9 – 2000–540 Ma global animation highlighting the occurrence of LIP events in time and space, including possible plume centres.<br> Supplementary Material 10 – GPlates project files for the two alternative global 2000–540 Ma full-plate animations with associated geotectonic databases
DOI: 10.5281/zenodo.7633225
title: Supplementary files for: A dynamic 2000–540 Ma Earth history: From cratonic amalgamation to the age of supercontinent cycle

description: Supplementary materials for the Earth-science Reviews paper 'A dynamic 2000–540 Ma Earth history: From cratonic amalgamation to the age of supercontinent cycle'. Supplementary Material 1 – Palaeomagnetic pole list for the ca. 2000–540 Ma interval.<br> Supplementary Material 2 – IGCP 440 pre-700 Ma geotectonic database (with minor corrections made) in shapefiles format<br> Supplementary Material 3 – Neoproterozoic sedimentary facies point data of Li et al. (2013) in shapefile format<br> Supplementary Material 4 – Generalised global large igneous province (LIP) database for 2010–0 Ma (after Ernst et al., 2021) in both shapefile and Excel formats<br> Supplementary Material 5 – Global passive margin database of (Bradley, 2008) in shapefile format<br> Supplementary Material 6 – Global orogen database of Condie et al. (2021) with minor modifications and in shapefile format<br> Supplementary Material 7 – Global 2000–540 Ma full-plate animation following the extended orthoversion principle, Scenario Ia (0-90W-0)<br> Supplementary Material 8 – Global 2000–540 Ma full-plate animation following the extended orthoversion principle, Scenario Ib (0-90E-0)<br> Supplementary Material 9 – 2000–540 Ma global animation highlighting the occurrence of LIP events in time and space, including possible plume centres.<br> Supplementary Material 10 – GPlates project files for the two alternative global 2000–540 Ma full-plate animations with associated geotectonic databases
DOI: 10.4121/2b61183e-c14f-4131-829b-cc4822c369d0.v2
title: Motor Current and Vibration Monitoring Dataset for various Faults in an E-motor-driven Centrifugal Pump

description: This dataset contains experimental vibration and motor current and voltage data of an electric motor pump set up, acquired at Fieldlab Techport as part of a research effort of the Royal Netherlands Navy. The experiments consist of measurements with a wide variety of faults, distributed over 2 set ups. One setup was operated at three different speeds, the other setup was operated at a single speed. The majority of faults were applied in multiple levels of severity.
DOI: 10.5281/zenodo.10394008
title: Zenodo package for Kayanoki et al. 2023, MNRAS

description: The supplementary materials here contain SPEX data, command files to reproduce fitting results, and python3 notebooks to reproduce figures in the Mrk 6 paper (Kayanoki et al. 2023, MNRAS).
DOI: 10.5281/zenodo.10394007
title: Zenodo package for Kayanoki et al. 2023, MNRAS

description: The supplementary materials here contain SPEX data, command files to reproduce fitting results, and python3 notebooks to reproduce figures in the Mrk 6 paper (Kayanoki et al. 2023, MNRAS).
DOI: 10.5281/zenodo.10361798
title: Niamey Climate Forest

description: Niamey Climate Forest Project Data Overview:



This dataset is a part of the Niamey Climate Forest project funded by the GSTIC program.


Outdoor WBGT Data



It focuses on heat stress measurement campaigns (WBGT) conducted in Niamey during 2022 and 2023.

Inside the "Outdoor WBGT" folder, you'll find:



Subfolders "2022" and "2023" representing data collected in those respective years.

Under the "2022" folder:



Three subfolders, each corresponding to the date of data collection.

Each subfolder contains metadata providing details about the location and whether the data was collected in shade or sun.

Also included are figures presenting processed data for both shade and sun pairs in the "figures" subfolder.

Additionally, within each subfolder, there are thermal infrared images of the site in the "FLIR" folder.



For the "2023" folder, only the raw dataset is available.



Some of the data points have been processed and visualized in a dashboard, accessible here: https://vitobelgium.github.io/niamey-foret-climatique/#14/13.5250/2.1217


Modelling execise



Alongside the measurement campaign, three neighborhoods (Talladje, Bobiel, and Deyzeybon) were modeled using the HiRex and Urclim models of VITO.

Model outputs for the three neighborhoods during the May 2022 measurement campaign are located in the "wbgt_modelling_output" folder.

The model outputs can be viewed on a dashboard https://vitobelgium.github.io/niamey-foret-climatique/#14/13.5250/2.1217  and a 3D version https://vitobelgium.github.io/Niamey_Forest_Climatique_3D_Animation_Niamey/ 


Further Analysis:



Additional analysis of both the modeling and measurement campaigns is available in a scientific article: (PDF) High resolution heat stress over a Sahelian city: Present and future impact assessment and urban green effectiveness (researchgate.net)


Soil Moisture Data:



Similar to the outdoor WBGT data, the "soilmoisture" folder contains:



Metadata files.

Subfolders with raw data.

Subfolders with figures, comparing soil moisture sensors in shade versus sun conditions.
DOI: 10.5281/zenodo.10361797
title: Niamey Climate Forest

description: Niamey Climate Forest Project Data Overview:



This dataset is a part of the Niamey Climate Forest project funded by the GSTIC program.


Outdoor WBGT Data



It focuses on heat stress measurement campaigns (WBGT) conducted in Niamey during 2022 and 2023.

Inside the "Outdoor WBGT" folder, you'll find:



Subfolders "2022" and "2023" representing data collected in those respective years.

Under the "2022" folder:



Three subfolders, each corresponding to the date of data collection.

Each subfolder contains metadata providing details about the location and whether the data was collected in shade or sun.

Also included are figures presenting processed data for both shade and sun pairs in the "figures" subfolder.

Additionally, within each subfolder, there are thermal infrared images of the site in the "FLIR" folder.



For the "2023" folder, only the raw dataset is available.



Some of the data points have been processed and visualized in a dashboard, accessible here: https://vitobelgium.github.io/niamey-foret-climatique/#14/13.5250/2.1217


Modelling execise



Alongside the measurement campaign, three neighborhoods (Talladje, Bobiel, and Deyzeybon) were modeled using the HiRex and Urclim models of VITO.

Model outputs for the three neighborhoods during the May 2022 measurement campaign are located in the "wbgt_modelling_output" folder.

The model outputs can be viewed on a dashboard https://vitobelgium.github.io/niamey-foret-climatique/#14/13.5250/2.1217  and a 3D version https://vitobelgium.github.io/Niamey_Forest_Climatique_3D_Animation_Niamey/ 


Further Analysis:



Additional analysis of both the modeling and measurement campaigns is available in a scientific article: (PDF) High resolution heat stress over a Sahelian city: Present and future impact assessment and urban green effectiveness (researchgate.net)


Soil Moisture Data:



Similar to the outdoor WBGT data, the "soilmoisture" folder contains:



Metadata files.

Subfolders with raw data.

Subfolders with figures, comparing soil moisture sensors in shade versus sun conditions.
DOI: 10.17882/97944
title: Tools for the simulation and retracking of satellite altimetry waveforms

description: This data package contains Python scrips and codes for the simulation or analysis of altimeter waveforms, as described in De Carlo et al. (2023) and De Carlo and Ardhuin (in preparation). These were used for the figures of the second paper:
Figure 1 was adapted from De Carlo et al. (JGR 2023, see Appendix)
Figure 2 was generated with this notebook: Figure2_retracking_CFOSAT.ipynb    Note that this uses a nubmer of python functions for retracking altimetry waveforms, and the CFOSAT data L1A and L2 data that is copied here.
Figure 4 was generated with this notebook: Figure4_perturbed_waveforms.ipynb
Figure 5 was generated with this notebook: Figure5_J_functions.ipynb
Figure 6 and 8 were assembled (with inkscape) from pieces generated with this notebook: Figure6_2D_maps_of_retracked_parameters.ipynb Note that some of the simulation steps (in particular the generation of waveforms) can be rather long. You may choose to save waveforms for later retracking (with different options). For that you can set different "iscompute" variables to 0 . This notebook uses CFOSAT data from L2S datasource: Spectrum_L2S_ind9_35.nc  , this was reprocessed by Marine De Carlo as described in De Carlo et al. 2023.
Figure 7 was made with the notebook:  Figure7_analyze_1D_coherence.ipynb it uses waveforms and retracked parameters that are in the RETRACKED folder
Figure 11 was generated using data and notebooks in the "SIMULATIONS" folder. Note that the waveforms generated and retracked here took a few days to compute on a single processor Intel i7 laptop.
Figure B1: was generated with this notebook : FigureB1_effects_of_phase.ipynb and a number of output of the Figure6* notebook: Hs_ze_retrack_3par_NMLS_erf_flat_35_phase000_128_rat0600_nonoise_CFOSAT.npz Hs_ze_retrack_3par_NMLS_erf_flat_35_phase180_128_rat0600_nonoise_CFOSAT.npz
Figure C1 was generated with this notebook:  FigureC1_retracking_CFOSAT.ipynb
DOI: 10.7925/drs1.duchas_4742048
title: Cnoc an tSalainn

description: A collection of folklore and local history stories from Cnoc an tSalainn (school) (Knockatallan, Co. Monaghan), collected as part of the Schools' Folklore Scheme, 1937-1938 under the supervision of teacher F. Ó Cathasaigh.
description: My Home Distict -- Weather-Lore -- Mass Rock -- Local Marriage Customs -- Local Cures -- Local Proverbs -- It happened that when St Patrick was crossing over the mountains from Clogher he became hungry. -- Fairy Lore / Corr, Patrick -- Fairy Lore / Corr, Patrick -- Roslea Meeting / Corr, Patrick -- Local Tradition of Raparees -- Local Hedge-School -- Wake Games -- Local Place Names / Gray, Frank -- Local Place Names / Mulligan, Hugh -- Local Place Names / Connolly, Thomas -- Local Place Names / Mahon, Owen Mc -- Local Place Names / Kenna, Owen Mc -- Riddles -- Riddles
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4742049
title: Iorball Sionnaigh

description: A collection of folklore and local history stories from Iorball Sionnaigh (school) (Scotstown, Co. Monaghan), collected as part of the Schools' Folklore Scheme, 1937-1938 under the supervision of teacher E. Mac Thaidhg.
description: Drumloo - Drom Lughbhaidh / Daighne, Séamus Ó -- Drumloo - Drom Lughbhaidh / Daighne, Séamus Ó -- List of Irish Words and Phrases Adopted into the Popular English Speech of the Neighbourhood -- Not now Current in Good English -- Nicknames -- Unofficial Names -- Names of Fields -- Local Tradition of Rapparees - Shane Bearna and His Stables -- Local Hedge-School -- Wake Games -- Marriage Customs - The Runaway
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5135890
title: Story

description: Story collected by Mary L. Hughes, a student at Adamstown school (Adamstown, Co. Wexford) from informant John Jourdan.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher D. Curtis.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.