cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.12666132
title: SubPipe: A Submarine Pipeline Inspection Dataset for Segmentation and Visual-inertial Localization

description: Abstract

This paper presents SubPipe, an underwater dataset for SLAM, object detection, and image segmentation. SubPipe has been recorded using a lightweight autonomous underwater vehicle (LAUV), operated by OceanScan MST, and carrying a sensor suite including two cameras, a side-scan sonar, and an inertial navigation system, among other sensors. The AUV has been deployed in a pipeline inspection environment with a submarine pipe partially covered by sand. The AUV's pose ground truth is estimated from the navigation sensors. The side-scan sonar and RGB images include object detection and segmentation annotations, respectively. State-of-the-art segmentation, object detection, and SLAM methods are benchmarked on SubPipe to demonstrate the dataset's challenges and opportunities for leveraging computer vision algorithms.To the authors' knowledge, this is the first annotated underwater dataset providing a real pipeline inspection scenario. The dataset and experiments are publicly available online.

On Zenodo we provide three versions for SubPipe. One is the full version (SubPipe.zip, ~80GB unzipped) and two subsamples: SubPipeMini.zip, ~12GB unzipped and SubPipeMini2.zip, ~16GB unzipped. Both subsamples are only parts of the entire dataset (SubPipe.zip). SubPipeMini is a subset, containing semantic segmentation data, and it has interesting camera data of the underwater pipeline. On the other hand, SubPipeMini2 is mainly focused on underwater side-scan sonar images of the seabed including ground truth object detection bounding boxes of the pipeline.

For (re-)using/publishing SubPipe, please include the following copyright text:

SubPipe is a public dataset of a submarine outfall pipeline, property of Oceanscan-MST. This dataset was acquired with a Light Autonomous Underwater Vehicle by Oceanscan-MST, within the scope of Challenge Camp 1 of the H2020 REMARO project.

More information about OceanScan-MST can be found at this link.

Cam0 — GoPro Hero 10

Camera parameters:



Resolution: 1520×2704

fx = 1612.36

fy = 1622.56

cx = 1365.43

cy = 741.27

k1,k2, p1, p2 = [−0.247, 0.0869, −0.006, 0.001]


Side-scan Sonars

Each sonar image was created after 20 “ping” (after every 20 new lines) which corresponds to approx. ~1 image / second.

Regarding the object detection annotations, we provide both COCO and YOLO formats for each annotation. A single COCO annotation file is provided per each chunk and per each frequency (low frequency vs. high frequency), whereas the YOLO annotations are provided for each SSS image file.

Metadata about the side-scan sonar images contained in this dataset:




Images for object detection
 


# Low Frequency (LF):
  5000


LF image size:
2500 × 500


# High Frequency (HF):
  5030


HF Image size
5000 × 500


Total number of images:
10030


Annotations
 


# Low Frequency:
  3163


# High Frequency:
  3172


Total number of annotations:
  6335
DOI: 10.15468/dl.myg2s6
title: Occurrence Download

description: A dataset containing 253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Tanichthys albonubes Linnaeus, 1932"
 ]
}

 The dataset includes 253 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013203-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f2uyuc
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is United States of America",
 "DatasetKey is Field Museum of Natural History (Zoology) Bird Collection",
 "TaxonKey is Sialia sialis sialis",
 "Year 1950-2024"
 ]
}

 The dataset includes 119 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013204-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25326/554
title: Low Reynolds wind tunnel tests and URANS simulations of a uniform grid and a 2MW wind tubine blade section at 1/10 scale 

description: Data coming from LHEEA aerodynamic wind tunnel and a blade scaned from a 2MW turbine at 80% of the rotor diameter. For more details on the set-up and measurements see: 
https://doi.org/10.5194/wes-2023-70
DOI: 10.15468/dl.ybzf2g
title: Occurrence Download

description: A dataset containing 7854 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ancistrus Kner, 1854"
 ]
}

 The dataset includes 7854 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013206-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/8870936
title: Mahanagar Yatayat Transport Dataset
DOI: 10.15468/dl.a6humd
title: Occurrence Download

description: A dataset containing 1961 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-83.06699 35.3838,-81.19867 35.3838,-81.19867 36.63338,-83.06699 36.63338,-83.06699 35.3838))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vermivora chrysoptera (Linnaeus, 1766)",
 "Year 2014-2024"
 ]
}

 The dataset includes 1961 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013207-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10683728
title: Raw Data for Article "Metal-Free Introduction of Primary Sulfonamide into Electron Rich Aromatics"
DOI: 10.5281/zenodo.10683729
title: Raw Data for Article "Metal-Free Introduction of Primary Sulfonamide into Electron Rich Aromatics"
DOI: 10.5281/zenodo.12666478
title: Experimental data supporting the paper "Rep structures can be tuned by ionicity via metastable intermediates in the absence of DNA"

description: experimental data sets for our paper on the conformational dynamics of Rep helicase "Rep structures can be tuned by ionicity via metastable intermediates in the absence of DNA"
DOI: 10.5281/zenodo.12657708
title: Experimental data supporting the paper "Rep structures can be tuned by ionicity via metastable intermediates in the absence of DNA"

description: experimental data sets for our paper on the conformational dynamics of Rep helicase "Rep structures can be tuned by ionicity via metastable intermediates in the absence of DNA"
DOI: 10.5281/zenodo.12657709
title: Experimental data supporting the paper "Rep structures can be tuned by ionicity via metastable intermediates in the absence of DNA"

description: experimental data sets for our paper on the conformational dynamics of Rep helicase "Rep structures can be tuned by ionicity via metastable intermediates in the absence of DNA"
DOI: 10.15468/dl.nfjmb4
title: Occurrence Download

description: A dataset containing 615937 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Opisthograptis luteolata (Linnaeus, 1758)"
 ]
}

 The dataset includes 615937 records from 685 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013199-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12666578
title: Pylake example: Kinesin stepping on a microtubule

description: Kinesin stepping on a microtubule
DOI: 10.5281/zenodo.12666579
title: Pylake example: Kinesin stepping on a microtubule

description: Kinesin stepping on a microtubule
DOI: 10.5281/zenodo.11494770
title: msproteomics sitereport: reporting DIA-MS phosphoproteomics experiments at site level with ease

description: Data associated with the paper

Pham TV, Henneman AA, Truong NX, Jimenez CR, msproteomics sitereport: reporting DIA-MS phosphoproteomics experiments at site level with ease, Bioinformatics, 2024;btae432, https://doi.org/10.1093/bioinformatics/btae432

olsen-directDIA-SN.sne    - Spectronaut 18 search of the Olsen dataset.

PXD014525-sn-18-olsen.zip    - text export of olsen-directDIA-SN.sne

20220530_113551_Phospho_optimal_dia-PASEF_21min_v16_Report.zip    - Spectronaut 16 output of the data in PXD034128

Phospho_EGF_diAID.zip    - DIA-NN 1.8 output of the data in PXD034128

PXD034128-diann-1.8.2-beta27.zip    - DIA-NN 1.8.1 search of the data in PXD034128

20231106_133349_optimal4.sne    - Spectronaut 18 search of the data in PXD034128

PXD034128-sn-18.zip    - text export of 20231106_133349_optimal4.sne

uniprot-reviewed_yes_AND_organism__Homo_sapiens__Human___9606___--.zip    - protein sequences

ptm.rs    - Spectronaut report export scheme
DOI: 10.5281/zenodo.11494771
title: msproteomics sitereport: reporting DIA-MS phosphoproteomics experiments at site level with ease

description: Data associated with the paper

Pham TV, Henneman AA, Truong NX, Jimenez CR, msproteomics sitereport: reporting DIA-MS phosphoproteomics experiments at site level with ease, Bioinformatics, 2024;btae432, https://doi.org/10.1093/bioinformatics/btae432

olsen-directDIA-SN.sne    - Spectronaut 18 search of the Olsen dataset.

PXD014525-sn-18-olsen.zip    - text export of olsen-directDIA-SN.sne

20220530_113551_Phospho_optimal_dia-PASEF_21min_v16_Report.zip    - Spectronaut 16 output of the data in PXD034128

Phospho_EGF_diAID.zip    - DIA-NN 1.8 output of the data in PXD034128

PXD034128-diann-1.8.2-beta27.zip    - DIA-NN 1.8.1 search of the data in PXD034128

20231106_133349_optimal4.sne    - Spectronaut 18 search of the data in PXD034128

PXD034128-sn-18.zip    - text export of 20231106_133349_optimal4.sne

uniprot-reviewed_yes_AND_organism__Homo_sapiens__Human___9606___--.zip    - protein sequences

ptm.rs    - Spectronaut report export scheme
DOI: 10.5281/zenodo.11093556
title: Sparicotyle chrysophrii haematophagy raw data
DOI: 10.5281/zenodo.11093555
title: Sparicotyle chrysophrii haematophagy raw data
DOI: 10.5281/zenodo.12666535
title: carjgil/teacher-bias: Teacher Bias - Replication Package

description: *Project: Teacher's Bias in Assessments

*Code: Replication of data cleaning and preparation and analyses

*Authors: Carlos J. Gil-Hernández, Irene Pañeda-Fernández, Leire Salazar, and Jonatan Castaño-Muñoz

*Last Update: 04/07/2024

*Software: STATA/MP 17

Here you can find the replication dofile in STATA format in the "code" folder and the raw and working datasets (including the codebook) of the teacher's bias in assessment experiment in the "data" folder:

1. "/replication files/code/datacleaning.do" contains all the data cleaning and preparation procedures from the raw anonymized Qualtrics data where we applied the survey experiment (see "data" folder .dta or .csv files named "raw_dataset_anonymized") to set a working dataset ready to be analyzed.

2. The folder "/replication files/data" contains the data files named "raw_dataset_anonymized" and "cleandataset" in .dta (data/STATA) or .csv (data/CSV) format on the raw and working data, respectively, to replicate the findings of the teacher's bias in assessments project or run your own analyses. If you do not have access to STATA software, you can check the variables labels of the "cleandataset" in the "data/codebook_cleandataset" Excel file.



Data Citation: Gil-Hernández, Carlos J., Leire Salazar, Jonatan Castaño Muñoz, and Irene Pañeda-Fernandez. 2023. "Teacher's Bias Dataset: A Factorial Survey Experiment." European Commission, Joint Research Centre (JRC) [Dataset] PID: http://data.europa.eu/89h/f14f5209-f032-4218-a89a-4643143809af


3. "datanalysis.do" reproduces all the tables and figures presented in the article and online appendix (if you want to reproduce the analyses from the pre-test pilot data, please get in contact with the corresponding author) using the data file named "cleandataset" in the "data" folder (in .dta or .csv format). The output from "datanalysis.do" will be printed in the "/replication files/output" subfolders for tables (main or appendix) or figures (main or appendix).
DOI: 10.5281/zenodo.12666197
title: Simulations for the COCCON City Campaign Thessaloniki 2021/22
DOI: 10.5281/zenodo.12666534
title: carjgil/teacher-bias: Teacher Bias - Replication Package

description: *Project: Teacher's Bias in Assessments

*Code: Replication of data cleaning and preparation and analyses

*Authors: Carlos J. Gil-Hernández, Irene Pañeda-Fernández, Leire Salazar, and Jonatan Castaño-Muñoz

*Last Update: 04/07/2024

*Software: STATA/MP 17

Here you can find the replication dofile in STATA format in the "code" folder and the raw and working datasets (including the codebook) of the teacher's bias in assessment experiment in the "data" folder:

1. "/replication files/code/datacleaning.do" contains all the data cleaning and preparation procedures from the raw anonymized Qualtrics data where we applied the survey experiment (see "data" folder .dta or .csv files named "raw_dataset_anonymized") to set a working dataset ready to be analyzed.

2. The folder "/replication files/data" contains the data files named "raw_dataset_anonymized" and "cleandataset" in .dta (data/STATA) or .csv (data/CSV) format on the raw and working data, respectively, to replicate the findings of the teacher's bias in assessments project or run your own analyses. If you do not have access to STATA software, you can check the variables labels of the "cleandataset" in the "data/codebook_cleandataset" Excel file.



Data Citation: Gil-Hernández, Carlos J., Leire Salazar, Jonatan Castaño Muñoz, and Irene Pañeda-Fernandez. 2023. "Teacher's Bias Dataset: A Factorial Survey Experiment." European Commission, Joint Research Centre (JRC) [Dataset] PID: http://data.europa.eu/89h/f14f5209-f032-4218-a89a-4643143809af


3. "datanalysis.do" reproduces all the tables and figures presented in the article and online appendix (if you want to reproduce the analyses from the pre-test pilot data, please get in contact with the corresponding author) using the data file named "cleandataset" in the "data" folder (in .dta or .csv format). The output from "datanalysis.do" will be printed in the "/replication files/output" subfolders for tables (main or appendix) or figures (main or appendix).
DOI: 10.5281/zenodo.12666465
title: Dataset for Perceptual plausibility of exaggerated realistic motion

description: Data repository relative to the following publication:

Schmidt, F., Noejovich, L., Chakalos, G., & Phillips, F. (accepted). Perceptual plausibility of exaggerated realistic motion. Cognition.

Each experiment folder contains the data and stimuli relative to the experiment, together with a text file with comments. If you use this data or stimuli, please cite our paper.

For questions or suggestions, please contact Filipp Schmidt (filipp.schmidt@psychol.uni-giessen.de) and/or Flip Phillips (flip.phillips@rit.edu).
DOI: 10.5281/zenodo.12666464
title: Dataset for Perceptual plausibility of exaggerated realistic motion

description: Data repository relative to the following publication:

Schmidt, F., Noejovich, L., Chakalos, G., & Phillips, F. (accepted). Perceptual plausibility of exaggerated realistic motion. Cognition.

Each experiment folder contains the data and stimuli relative to the experiment, together with a text file with comments. If you use this data or stimuli, please cite our paper.

For questions or suggestions, please contact Filipp Schmidt (filipp.schmidt@psychol.uni-giessen.de) and/or Flip Phillips (flip.phillips@rit.edu).
DOI: 10.5281/zenodo.10981322
title: A Configurationally Stable Helical Indenofluorene

description: Cartesian coordinates of the DFT optimized geometries from the molecules reported in the manuscript entitled "A Configurationally Stable Helical Indenofluorene"
DOI: 10.5281/zenodo.10981323
title: A Configurationally Stable Helical Indenofluorene

description: Cartesian coordinates of the DFT optimized geometries from the molecules reported in the manuscript entitled "A Configurationally Stable Helical Indenofluorene"
DOI: 10.5281/zenodo.10374621
title: Input data and code related to "Time-dependent grid carbon intensity and export limits decrease emission and cost benefits of PV on buildings"

description: Dataset and code related to the submitted article: "Time-dependent grid carbon intensity and export limits decrease emission and cost benefits of PV on buildings" 

by Linda Brodnicke, Alissa Ganter, Sven Tröber, Giovanni Sansavini, and Natasa Vulic (natasa.vulic@empa.ch)

Laboratory for Urban Energy Systems, Empa, Dübendorf, SwitzerlandReliability and Risk Engineering Lab, Institute of Energy and Process Engineering, ETH Zurich

All rights lie with the authors. Refer to Optimization_Code_Documentation.docx.docx for a description of the code.
DOI: 10.5281/zenodo.10374622
title: Input data and code related to "Time-dependent grid carbon intensity and export limits decrease emission and cost benefits of PV on buildings"

description: Dataset and code related to the submitted article: "Time-dependent grid carbon intensity and export limits decrease emission and cost benefits of PV on buildings" 

by Sven Tröber, Linda Brodnicke, Alissa Ganter, Giovanni Sansavini, and Natasa Vulic (natasa.vulic@empa.ch)

Laboratory for Urban Energy Systems, Empa, Dübendorf, SwitzerlandReliability and Risk Engineering Lab, Institute of Energy and Process Engineering, ETH Zurich

All rights lie with the authors. Refer to Optimization_Code_Documentation.docx.docx for a description of the code.
DOI: 10.5281/zenodo.12666598
title: Input data and code related to "Time-dependent grid carbon intensity and export limits decrease emission and cost benefits of PV on buildings"

description: Dataset and code related to the submitted article: "Time-dependent grid carbon intensity and export limits decrease emission and cost benefits of PV on buildings" 

by Linda Brodnicke, Alissa Ganter, Sven Tröber, Giovanni Sansavini, and Natasa Vulic (natasa.vulic@empa.ch)

Laboratory for Urban Energy Systems, Empa, Dübendorf, SwitzerlandReliability and Risk Engineering Lab, Institute of Energy and Process Engineering, ETH Zurich

All rights lie with the authors. Refer to Optimization_Code_Documentation.docx.docx for a description of the code.
DOI: 10.5281/zenodo.7788351
title: NHAO NIC Observation of (1) Ceres and (4) Vesta

description: References/Citations

The data related to the following publications:



Bach Y. P. et al. (2024a), A&A, 684, 80: "Quantitative grain size estimation on airless bodies from the negative polarization branch. I. Insights from experiments and lunar observations." (ADS)

Bach Y. P. et al. (2024b), A&A, 684, 81: "Quantitative grain size estimation on airless bodies from the negative polarization branch. II. Dawn mission targets, (4) Vesta and (1) Ceres." (ADS)


 

Contents

In the zip files, ignore __MACOSX and .DS_Store folders.

 

1. _original-[OBJECT]-all.zip

--> The original (level 0) data of Ceres and Vesta.

2. _lv4-[OBJECT]-all.zip

--> The final calibrated (level 4) data of Ceres and Vesta.

3. __logs.zip

--> The log files (used calibration frames, summary/information csv files, and quick-look thumbnails (products from NICpolpy).

4. logbook.zip

--> The official logbook from the observatory.

5. Skymonitor_Records.zip

--> The skymonitor videos. Also available on YouTube at https://www.youtube.com/@skymonitornhao5007

 

Codes

The codes and figures are available at

https://github.com/ysBach/BachYP_etal_CeresVesta_NHAO
DOI: 10.5281/zenodo.12636743
title: N1NAZ CHU 3.330 MHz from April 8, 2024 Solar Eclipse

description: Note: N1NAZ collected data for all 3 frequencies of interest. 

Radio: Not specified

Antenna: 265' Horz. Delta Loop At 50'

Lat/Lon: 




42.84655113
-71.42770866




Notes: April 6th data interupted because of extended Power Failure from Storm
DOI: 10.5281/zenodo.12636744
title: N1NAZ CHU 3.330 MHz from April 8, 2024 Solar Eclipse

description: Note: N1NAZ collected data for all 3 frequencies of interest. 

Radio: Not specified

Antenna: 265' Horz. Delta Loop At 50'

Lat/Lon: 




42.84655113
-71.42770866




Notes: April 6th data interupted because of extended Power Failure from Storm
DOI: 10.5281/zenodo.7788352
title: NHAO NIC Observation of (1) Ceres and (4) Vesta

description: References/Citations

The data related to the following publications:



Bach Y. P. et al. (2024a), A&A, 684, 80: "Quantitative grain size estimation on airless bodies from the negative polarization branch. I. Insights from experiments and lunar observations." (ADS)

Bach Y. P. et al. (2024b), A&A, 684, 81: "Quantitative grain size estimation on airless bodies from the negative polarization branch. II. Dawn mission targets, (4) Vesta and (1) Ceres." (ADS)


 

Contents

In the zip files, ignore __MACOSX and .DS_Store folders.

 

1. _original-[OBJECT]-all.zip

--> The original (level 0) data of Ceres and Vesta.

2. _lv4-[OBJECT]-all.zip

--> The final calibrated (level 4) data of Ceres and Vesta.

3. __logs.zip

--> The log files (used calibration frames, summary/information csv files, and quick-look thumbnails (products from NICpolpy).

4. logbook.zip

--> The official logbook from the observatory.

5. Skymonitor_Records.zip

--> The skymonitor videos. Also available on YouTube at https://www.youtube.com/@skymonitornhao5007

 

Codes

The codes and figures are available at

https://github.com/ysBach/BachYP_etal_CeresVesta_NHAO
DOI: 10.5281/zenodo.12658740
title: N1NAZ CHU 7.850 MHz from April 8, 2024 Solar Eclipse

description: Note: N1NAZ collected data for all 3 frequencies of interest. 

Radio: Not specified

Antenna: 265' Horz. Delta Loop At 50'

Lat/Lon: 




42.84655113
-71.42770866




Notes: April 6th data interupted because of extended Power Failure from Storm
DOI: 10.5281/zenodo.12658741
title: N1NAZ CHU 7.850 MHz from April 8, 2024 Solar Eclipse

description: Note: N1NAZ collected data for all 3 frequencies of interest. 

Radio: Not specified

Antenna: 265' Horz. Delta Loop At 50'

Lat/Lon: 




42.84655113
-71.42770866




Notes: April 6th data interupted because of extended Power Failure from Storm
DOI: 10.6084/m9.figshare.25162046
title: Final Sample of articles included in systematic literature review sorted alphabetically and by journal

description: This article seeks to identify and present an overview of how scholars have studied young people and news. Through a systematic literature review, relying both on qualitative and quantitative analytical approaches, we explore how scholars from the field of journalism and media and communication have studied youth methodologically, what kind of youth has gained most interest, and how this topic has been framed. Petticrew and Roberts describe a systematic review as a study that aims to create a general overall picture of evidence in a topic area, which is needed to direct future research efforts (Petticrew & Roberts, 2006). Literature reviews, particularly systematic reviews, are useful to highlight research gaps, identifying what we know and what we need to know (Siddaway et al., 2019). As such, the goal of a systematic review is to shed light on how research can be skewed and to identify trends and patterns. This is important, because it illuminates how our knowledge is constructed and the power of scholars to give attention to specific geographical areas, certain age groups, and preferences.