cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10692672
title: Data for "Multi-band Spectropolarimetric Image Data of Lunar Maria, Pyroclastics, Fresh Craters, and Swirl Materials"

description: This data repository contains the georeferenced spectropolarimetric data analyzed in the following article:

Wöhler, C., Arnaut, M., Bhatt, M., 2024. Multi-band Spectropolarimetry of Lunar Maria, Pyroclastics, Fresh Craters, and Swirl Material. Astronomical Journal, accepted for publication.

The data products are available in separate .zip archives in GEOTIFF and BSQ format. Each .zip archive contains data from eight different observations:




Dataset
Date
UT time
Phase angle


20221114_WOP
Nov 14th, 2022
05:20
64°


20221216_WOP
Dec 16th, 2022
04:10
88°


20230225_AT
Feb 25th, 2023
19:20
108°


20230227_AT
Feb 27th, 2023
21:44
85°


20230228_AT
Feb 28th, 2023
19:33
74°


20230302_MV
Mar 2nd, 2023
19:03
52°


20230302_AT
Mar 2nd, 2023
19:10
52°


20230402_AT
Apr 2nd, 2023
20:03
38°




 

Data products of spectropolarimetric image analysis in GEOTIFF and BSQ format=============================================================================

Prefix 1: Date of data acquisition (YYYYMMDD)Prefix 2: Area (WOP: Western Oceanus Procellarum; MV: Mare Vaporum; AT: Atlas)

F    : image intensity (5 bands) [DN]P    : degree of linear polarization (DoLP) (5 bands)W    : angle of linear polarization (AoLP) (5 bands) [degrees]GS   : relative grain size (5 bands)logGS: logarithm of relative grain size (5 bands)UE   : across-band Umov exponent (1 band)UEres: residual of across-band Umov exponent (1 band)PCAP : scores on the first three principal components derived from the DoLP (3 bands) PCAW : scores on the first three principal components derived from the AoLP (3 bands)CIM  : cluster index map (1 band)

The longitude ranges of the maps are as follows:

WOP: Longitude=[-70 -35], Latitude=[2 33]MV : Longitude=[-13 12], Latitude=[-2 17]AT : Longitude=[35 60], Latitude=[40 55]

All maps are in simple cylindrical projection with a resolution of 30 pixels per degree.

The CIM maps are provided in uint8 numerical format.All other maps are provided in single-precision (32-bit) floating point numerical format.The BSQ files are in binary format without header. Matlab example:BSQ=multibandread('20230302_AT_P__Latitude_35_60__Latitude_35_60.bsq',[750 750 5],'single',0,'bsq','ieee-le');
DOI: 10.5281/zenodo.10692671
title: Data for "Multi-band Spectropolarimetric Image Data of Lunar Maria, Pyroclastics, Fresh Craters, and Swirl Materials"

description: This data repository contains the georeferenced spectropolarimetric data analyzed in the following article:

Wöhler, C., Arnaut, M., Bhatt, M., 2024. Multi-band Spectropolarimetry of Lunar Maria, Pyroclastics, Fresh Craters, and Swirl Material. Astronomical Journal, accepted for publication.

The data products are available in separate .zip archives in GEOTIFF and BSQ format. Each .zip archive contains data from eight different observations:




Dataset
Date
UT time
Phase angle


20221114_WOP
Nov 14th, 2022
05:20
64°


20221216_WOP
Dec 16th, 2022
04:10
88°


20230225_AT
Feb 25th, 2023
19:20
108°


20230227_AT
Feb 27th, 2023
21:44
85°


20230228_AT
Feb 28th, 2023
19:33
74°


20230302_MV
Mar 2nd, 2023
19:03
52°


20230302_AT
Mar 2nd, 2023
19:10
52°


20230402_AT
Apr 2nd, 2023
20:03
38°




 

Data products of spectropolarimetric image analysis in GEOTIFF and BSQ format=============================================================================

Prefix 1: Date of data acquisition (YYYYMMDD)Prefix 2: Area (WOP: Western Oceanus Procellarum; MV: Mare Vaporum; AT: Atlas)

F    : image intensity (5 bands) [DN]P    : degree of linear polarization (DoLP) (5 bands)W    : angle of linear polarization (AoLP) (5 bands) [degrees]GS   : relative grain size (5 bands)logGS: logarithm of relative grain size (5 bands)UE   : across-band Umov exponent (1 band)UEres: residual of across-band Umov exponent (1 band)PCAP : scores on the first three principal components derived from the DoLP (3 bands) PCAW : scores on the first three principal components derived from the AoLP (3 bands)CIM  : cluster index map (1 band)

The longitude ranges of the maps are as follows:

WOP: Longitude=[-70 -35], Latitude=[2 33]MV : Longitude=[-13 12], Latitude=[-2 17]AT : Longitude=[35 60], Latitude=[40 55]

All maps are in simple cylindrical projection with a resolution of 30 pixels per degree.

The CIM maps are provided in uint8 numerical format.All other maps are provided in single-precision (32-bit) floating point numerical format.The BSQ files are in binary format without header. Matlab example:BSQ=multibandread('20230302_AT_P__Latitude_35_60__Latitude_35_60.bsq',[750 750 5],'single',0,'bsq','ieee-le');
DOI: 10.5519/qd.qzmbhdek
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (5798373 records)
DOI: 10.5281/zenodo.10821822
title: The results of thermodynamic calculations for alloys presented in a paper published in Journal of Materials Research and Technology, 2023, 27, pp. 6182–6191

description: Thermophysical data for the alloys developed within the project.  The results have been published in ournal of Materials Research and Technology, 2023, 27, pp. 6182–6191.
DOI: 10.5281/zenodo.10821821
title: The results of thermodynamic calculations for alloys presented in a paper published in Journal of Materials Research and Technology, 2023, 27, pp. 6182–6191

description: Thermophysical data for the alloys developed within the project.  The results have been published in ournal of Materials Research and Technology, 2023, 27, pp. 6182–6191.
DOI: 10.5281/zenodo.10821847
title: Supplementary material for the publication:  "Efficient Surrogate Models for Materials Science Simulations: Machine Learning-based Prediction of Microstructure Properties"

description: This dataset contains supplementary code, images and models for the publication „Efficient Surrogate Models for Materials Science Simulations: Machine Learning-based Prediction of Microstructure Properties“.

 

The content will be updated and additionally linked to the corresponding git repositories.
DOI: 10.5281/zenodo.10821668
title: ADCP Svanesund 2015

description: A bottom mounted, upward-looking, RDI Workhose 600 kHz broadband ADCP was deployed on the sill in Svanesund at position (N58.134 E11.833  ) in the periods 2015-01-26 to 2015-03-13 (at 18 m depth) and 2015-03-13 to 2015-05-28 (at 16.3 m depth). The ADCP was set up with 1 m vertical bins, 10 min ensembles, and 50 pings per ensemble.

Files:

The SVANE001.000 and SVANE002.000 files contains raw data from the instrument for the two periods.

The Svanesund1501.mat and Svanesund1503.mat files are matlab format exports of the raw data using the WinADCP software.

The Svanesund1501_proc.mat and Svanesund1503.mat files are matlab format files containing processed data, where the main processing is to estimate the depth of each bin, and remove data before and after the deployment and above the levels influenced by the surface. The variable in these files are:

t: Time in decimal days ince 0000 00:00

z: Vertical coordinate of each bin in m relative to mean surface postion

u: East velocity (m/s)

v: North velocity (m/s)

w: Vertical velocity (m/s)

up: Velocity projected to 20deg, main channel direction (m/s)

Err: Error velocity (m/s)

ea: Echo amplitude

Funding:

The observations were made possible with funding from the Fyrbodal association of local authorities.
DOI: 10.5281/zenodo.10821667
title: ADCP Svanesund 2015

description: A bottom mounted, upward-looking, RDI Workhose 600 kHz broadband ADCP was deployed on the sill in Svanesund at position (N58.134 E11.833  ) in the periods 2015-01-26 to 2015-03-13 (at 18 m depth) and 2015-03-13 to 2015-05-28 (at 16.3 m depth). The ADCP was set up with 1 m vertical bins, 10 min ensembles, and 50 pings per ensemble.

Files:

The SVANE001.000 and SVANE002.000 files contains raw data from the instrument for the two periods.

The Svanesund1501.mat and Svanesund1503.mat files are matlab format exports of the raw data using the WinADCP software.

The Svanesund1501_proc.mat and Svanesund1503.mat files are matlab format files containing processed data, where the main processing is to estimate the depth of each bin, and remove data before and after the deployment and above the levels influenced by the surface. The variable in these files are:

t: Time in decimal days ince 0000 00:00

z: Vertical coordinate of each bin in m relative to mean surface postion

u: East velocity (m/s)

v: North velocity (m/s)

w: Vertical velocity (m/s)

up: Velocity projected to 20deg, main channel direction (m/s)

Err: Error velocity (m/s)

ea: Echo amplitude

Funding:

The observations were made possible with funding from the Fyrbodal association of local authorities.
DOI: 10.5281/zenodo.10821933
title: MOVE-SOLUTIONS ACCELERATION DATA
DOI: 10.5281/zenodo.10821932
title: MOVE-SOLUTIONS ACCELERATION DATA
DOI: 10.5281/zenodo.10822050
title: cucumis_cinereus_spades_01.fasta.gz

description: .
DOI: 10.5281/zenodo.10822049
title: cucumis_cinereus_spades_01.fasta.gz

description: .
DOI: 10.5281/zenodo.10821869
title: Data objects for the psuedoreplication project
DOI: 10.5281/zenodo.10821868
title: Data objects for the psuedoreplication project
DOI: 10.5281/zenodo.10675966
title: Urban Heat Islands of Small Settlements

description: R scripts and data associated with the manuscript "Urban Heat Islands of Small Settlements".The .zip-folder contains two subfolders, data and r. All files stored in data are accessed via scripts found in r, thus the explanation of the structure follows only for the R scripts. 

00_Municipalities: here the GIS data underlying Figure 1 is processed and general descriptions of the natural landscape of the municipalities are based on analyses in this script.. Since Figure 1 was visualized in QGIS, no script for Figure 1 itself exists.01_Station_Analysis: here a general analysis of the possible available rural background stations based on historical data was performed. Supplemental Figures 1 and 2 are produced in this script.02_Calibration: this script entails the analysis around the sensor calibration, producing Figures 3 and 4 of the manuscript. 03_Rural_Background: here, the rural background temperatures for the investigation period are calculated. Other scripts (04_ and 05_) access this script to calculate UHI intensities. Figures 5 of the manuscript and supplemental Figure 3 are produced here.04_Sensor_Analysis: here, the data of the fixed sensors established in the investigated towns is compiled and analyzed. Figures 6, 7 and 8 of the manuscript and supplemental figures 4, 5 and 6 are produced here.05_Mobile_Transects: this entails all data and analyses around the mobile transects conducted, both the test run and the "actual" run in Forchheim. Here the GIS data underlying Figure 2 is processed and Figures 9, 11 and 12 are produced as well as supplemental figure 7. Figures 1, 2 and 10 of the manuscript were produced in QGIS.
DOI: 10.5281/zenodo.10675965
title: Urban Heat Islands of Small Settlements

description: R scripts and data associated with the manuscript "Urban Heat Islands of Small Settlements".The .zip-folder contains two subfolders, data and r. All files stored in data are accessed via scripts found in r, thus the explanation of the structure follows only for the R scripts. 

00_Municipalities: here the GIS data underlying Figure 1 is processed and general descriptions of the natural landscape of the municipalities are based on analyses in this script.. Since Figure 1 was visualized in QGIS, no script for Figure 1 itself exists.01_Station_Analysis: here a general analysis of the possible available rural background stations based on historical data was performed. Supplemental Figures 1 and 2 are produced in this script.02_Calibration: this script entails the analysis around the sensor calibration, producing Figures 3 and 4 of the manuscript. 03_Rural_Background: here, the rural background temperatures for the investigation period are calculated. Other scripts (04_ and 05_) access this script to calculate UHI intensities. Figures 5 of the manuscript and supplemental Figure 3 are produced here.04_Sensor_Analysis: here, the data of the fixed sensors established in the investigated towns is compiled and analyzed. Figures 6, 7 and 8 of the manuscript and supplemental figures 4, 5 and 6 are produced here.05_Mobile_Transects: this entails all data and analyses around the mobile transects conducted, both the test run and the "actual" run in Forchheim. Here the GIS data underlying Figure 2 is processed and Figures 9, 11 and 12 are produced as well as supplemental figure 7. Figures 1, 2 and 10 of the manuscript were produced in QGIS.
DOI: 10.5281/zenodo.10822010
title: Code for "Dynamic pathway linking Pakistan flooding to East Asian heatwaves"
DOI: 10.5281/zenodo.10822009
title: Code for "Dynamic pathway linking Pakistan flooding to East Asian heatwaves"
DOI: 10.5281/zenodo.10821977
title: Data for: Passive Daytime Cooling Foils for Everyone: A Scalable Lamination Process Based on Upcycling Aluminum-Coated Chips Bags

description: Raw data of the measurements presented in the affiliated publication. The data are organized in folders corresponding to the respective characterization techniques. The employed techniques comprise: optical spectroscopy, indoor and field testing of the passive cooling performance, and scanning electron microscopy imaging.
DOI: 10.5281/zenodo.10821976
title: Data for: Passive Daytime Cooling Foils for Everyone: A Scalable Lamination Process Based on Upcycling Aluminum-Coated Chips Bags

description: Raw data of the measurements presented in the affiliated publication. The data are organized in folders corresponding to the respective characterization techniques. The employed techniques comprise: optical spectroscopy, indoor and field testing of the passive cooling performance, and scanning electron microscopy imaging.
DOI: 10.5281/zenodo.4088627
title: The cost of self-promotion: Ecological and demographic implications of the mentor effect in natural Taraxacum populations

description: This data accompanies the pending publication "The cost of self-promotion: Ecological and demographic implications of the mentor effect in natural <em>Taraxacum </em>populations" by Lynn et al. The work is also published under Austin Lynn's PhD Dissertation, which is under embargo until 2022.
description: Contact Austin Lynn at alynn4@lsu.edu for additional inquiries.
DOI: 10.5281/zenodo.7027998
title: The cost of self-promotion: Ecological and demographic implications of the mentor effect in natural Taraxacum populations

description: This data accompanies the pending publication "The cost of self-promotion: Ecological and demographic implications of the mentor effect in natural Taraxacum populations" by Lynn et al. The work is also published under Austin Lynn's PhD Dissertation, which is under embargo until 2022.
description: Contact Austin Lynn at al2574@cornell.edu for additional inquiries.
DOI: 10.5281/zenodo.4088626
title: The cost of self-promotion: Ecological and demographic implications of the mentor effect in natural Taraxacum populations

description: This data accompanies the pending publication "The cost of self-promotion: Ecological and demographic implications of the mentor effect in natural Taraxacum populations" by Lynn et al. The work is also published under Austin Lynn's PhD Dissertation, which is under embargo until 2022.
description: Contact Austin Lynn at al2574@cornell.edu for additional inquiries.
DOI: 10.5281/zenodo.10037632
title: Orthophoto & DEM (MNE) issues d'images drone, UAV, Ermitage, Saint-Gilles, Réunion - 20230524 - 02_4

description: "Ce jeu de données présente les résultats des traitements photogrammétriques d'images de drone DJI Mavic 2 Pro UAV acquises sur le site de Ermitage, Saint-Gilles, Réunion à la date suivante : 20230524.
Les traitements ont été réalisés avec le logiciel OpenDroneMap à partir des images brutes fournies dans la première version de ce DOI.
Les vols ont été réalisés dans le but de créer des modèles numériques d'élévations pour cartographier la rugosité récifale du lagon jusqu'à la pente externe. Les données seront utilisées dans le cadre du projet TELEMAC.

Le paramétrage du logiciel OpenDroneMap est partagé pour permettre la reproductibilité ou l'amélioration des traitements proposés:
[
        {
            'name': 'orthophoto-resolution',
            'value': 1
        },
        {
            'name': 'auto-boundary',
            'value': true
        },
        {
            'name': 'dem-resolution',
            'value': '2.0'
        },
        {
            'name': 'dsm',
            'value': true
        }
    ]

Le dépôt est composé des éléments suivants:
    - 00_: Planche d'aperçu des images
    - DCIM.zip: Images brutes issues du drone
    - GPS.zip: Geopackage contenant l'emprise du survol ainsi que la géolocalisation des images accompagnées de leurs miniatures dans la table d'attribut en base64. RINEX et LLH issus d'un Emlid Reach M2 synchronisé avec la LED de navigation (événement envoyé dans le log du récepteur GNSS lors du déclenchement d'une image). Le but est de pouvoir réaliser un PPK (similaire au RTK en post-traitement) et ainsi disposer d'une position centrimétrique sur chaque image.
    - METADATA.zip: Métadonnées au format ISO19115, Rapports avec miniatures des images de drone (dossier tb) et statistiques de vols.
    - PROCESSED_DATA.zip: Orthophoto, DEM, nuages de points, ...

Arborescence d'origine:
│  └─ 20230524_REU-ermitage_UAV-02_4
│--------  └─ DCIM
│--------  └─ GPS
│----------------  └─ base_2023_05_24_pascal
│----------------  └─ reach_2023_05_24_drone
│------------------------  └─ reachsylvai_raw_202305240249_RINEX_3_03
│------------------------  └─ reachsylvai_raw_202305240330_RINEX_3_03
│----------------  └─ reach_2023_05_24_rover
│--------  └─ METADATA
│----------------  └─ tb
│--------  └─ PROCESSED_DATA

Informations de survol:
- Camera model and parameters:
 Make: Hasselblad
 Model: L1D-20c
 Width: 5472
 Height: 3648
 Focal: 28
 WhiteBalance: Manual
 ExposureMode: Auto Exposure
 ColoSpace: sRGB
 EV: -0.7
 MeteringMode: CenterWeightedAverage
 Camera Pitch: -70.00

- Survey informations:
 No Images: 193
 Median height: 70 meters
 Survey area: 4.16 hectares
 Survey from: 2023:05:24 09:53:20 to: 2023:05:24 10:03:57
"
description: This study was funded by the European Regional Development Fund (ERDF) within the programme Interreg V 2014-2020 through the project G2OI
DOI: 10.5281/zenodo.10038383
title: Orthophoto & DEM (MNE) issues d'images drone, UAV, Ermitage, Saint-Gilles, Réunion - 20230524 - 02_4

description: "Ce jeu de données présente les résultats des traitements photogrammétriques d'images de drone DJI Mavic 2 Pro UAV acquises sur le site de Ermitage, Saint-Gilles, Réunion à la date suivante : 20230524.
Les traitements ont été réalisés avec le logiciel OpenDroneMap à partir des images brutes fournies dans la première version de ce DOI.
Les vols ont été réalisés dans le but de créer des modèles numériques d'élévations pour cartographier la rugosité récifale du lagon jusqu'à la pente externe. Les données seront utilisées dans le cadre du projet TELEMAC.

Le paramétrage du logiciel OpenDroneMap est partagé pour permettre la reproductibilité ou l'amélioration des traitements proposés:
[
        {
            'name': 'orthophoto-resolution',
            'value': 1
        },
        {
            'name': 'auto-boundary',
            'value': true
        },
        {
            'name': 'dem-resolution',
            'value': '2.0'
        },
        {
            'name': 'dsm',
            'value': true
        }
    ]

Le dépôt est composé des éléments suivants:
    - 00_: Planche d'aperçu des images
    - DCIM.zip: Images brutes issues du drone
    - GPS.zip: Geopackage contenant l'emprise du survol ainsi que la géolocalisation des images accompagnées de leurs miniatures dans la table d'attribut en base64. RINEX et LLH issus d'un Emlid Reach M2 synchronisé avec la LED de navigation (événement envoyé dans le log du récepteur GNSS lors du déclenchement d'une image). Le but est de pouvoir réaliser un PPK (similaire au RTK en post-traitement) et ainsi disposer d'une position centrimétrique sur chaque image.
    - METADATA.zip: Métadonnées au format ISO19115, Rapports avec miniatures des images de drone (dossier tb) et statistiques de vols.
    - PROCESSED_DATA.zip: Orthophoto, DEM, nuages de points, ...

Arborescence d'origine:
│  └─ 20230524_REU-ermitage_UAV-02_4
│--------  └─ DCIM
│--------  └─ GPS
│----------------  └─ base_2023_05_24_pascal
│----------------  └─ reach_2023_05_24_drone
│------------------------  └─ reachsylvai_raw_202305240249_RINEX_3_03
│------------------------  └─ reachsylvai_raw_202305240330_RINEX_3_03
│----------------  └─ reach_2023_05_24_rover
│--------  └─ METADATA
│----------------  └─ tb
│--------  └─ PROCESSED_DATA

Informations de survol:
- Camera model and parameters:
 Make: Hasselblad
 Model: L1D-20c
 Width: 5472
 Height: 3648
 Focal: 28
 WhiteBalance: Manual
 ExposureMode: Auto Exposure
 ColoSpace: sRGB
 EV: -0.7
 MeteringMode: CenterWeightedAverage
 Camera Pitch: -70.00

- Survey informations:
 No Images: 193
 Median height: 70 meters
 Survey area: 4.16 hectares
 Survey from: 2023:05:24 09:53:20 to: 2023:05:24 10:03:57
"
description: This study was funded by the European Regional Development Fund (ERDF) within the programme Interreg V 2014-2020 through the project G2OI
DOI: 10.5281/zenodo.10821995
title: Comparative performance in the detection of four coronavirus genera from human, animal, and environmental specimens
DOI: 10.5281/zenodo.10821996
title: Comparative performance in the detection of four coronavirus genera from human, animal, and environmental specimens
DOI: 10.5281/zenodo.10821965
title: SEM images of 50-70 porous H-X samples

description: A set of SEM images taken from porous H-X alloys
DOI: 10.5281/zenodo.10821964
title: SEM images of 50-70 porous H-X samples

description: A set of SEM images taken from porous H-X alloys