cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/b5hyzxg7fv.1
title: EMTO-8tz-database

description: This is a database used in submited article "A well connected, locally-oriented and efficient multi-scale topology optimization strategy (EMTO)". It contains the cell's microstructures for different values of densities, orientations, and cubicities. Each column corresponds to a cell : the first three lines are the values of the three parameters (density, orientation, and cubicity). The next 10 000 lines are the micro-element densities (cells are made of 100*100 micro-elements).
DOI: 10.21227/j0b6-en70
title: The FLAME dataset: Aerial Imagery Pile burn detection using drones (UAVs)

description: Wildfires are one of the deadliest and dangerous natural disasters in the world. Wildfires burn millions of forests and they put many lives of humans and animals in danger. Predicting fire behavior can help firefighters to have better fire management and scheduling for future incidents and also it reduces the life risks for the firefighters. Recent advance in aerial images shows that they can be beneficial in wildfire studies. Among different methods and technologies for aerial images, Unmanned Aerial Vehicles (UAVs) and drones are beneficial to collect information regarding the fire. This study provides an aerial imagery FLAME (Fire Luminosity Airborne-based Machine learning Evaluation) dataset using drones during a prescribed pile burn in Northern Arizona, USA. This dataset consists of different repositories including raw aerial videos recorded by drones' cameras and also raw heatmap footage recorded by an infrared thermal camera. To help researchers, two well-known studies; fire classification and fire segmentation are defined based on the dataset. For approaches such as Neural Networks (NNs) and fire classification, 39,375 frames are labeled ("Fire" vs "Non-Fire") for the training phase. Also, another 8,617 frames are labeled for the test data. 2,003 frames are considered for the fire segmentation and regarding that, 2,003 masks are generated for the purpose of Ground Truth data with pixel-wise annotation.More information about this study and the two machine learning challenges that we used is available here:https://github.com/AlirezaShamsoshoara/Fire-Detection-UAV-Aerial-Image-Classification-Segmentation-UnmannedAerialVehicleA sample video is available on YouTube:https://www.youtube.com/watch?v=bHK6g37_KyATo find other projects and articles in our group:https://www.cefns.nau.edu/~fa334/
DOI: 10.6084/m9.figshare.13360628
title: data.xlsx

description: Data set for the paper on "Outward FDI and exports relation: A heterogeneous panel approach dealing with cross-sectional dependence"
DOI: 10.6084/m9.figshare.13360628.v1
title: data.xlsx

description: Data set for the paper on "Outward FDI and exports relation: A heterogeneous panel approach dealing with cross-sectional dependence"
DOI: 10.6084/m9.figshare.7092950.v1
title: NSW_Environmental_gradient

description: Amplicon sequencing data for ITS and 16S gene via Miseq from soil DNA extractions
DOI: 10.5517/ccdc.csd.cc216f4v
title: CCDC 1883006: Experimental Crystal Structure Determination

description: Related Article: Mehmet Sevim, Serdar Batıkan Kavukcu, Armağan Kınal, Onur Şahin, Hayati Türkmen|2020|Dalton Trans.|49|16903|doi:10.1039/D0DT02937H
DOI: 10.5517/ccdc.csd.cc23zjj5
title: CCDC 1965757: Experimental Crystal Structure Determination

description: Related Article: Ayako Fujimoto, Noriko Fujinaga, Ryo Nishimura, Eri Hatano, Luna Kono, Akira Nagai, Akiko Sekine, Yohei Hattori, Yuko Kojima, Nobuhiro Yasuda, Masakazu Morimoto, Satoshi Yokojima, Shinichiro Nakamura, Ben L. Feringa, Kingo Uchida|2020|Chemical Science|11|12307|doi:10.1039/D0SC05388K
DOI: 10.5517/ccdc.csd.cc23zjh4
title: CCDC 1965756: Experimental Crystal Structure Determination

description: Related Article: Ayako Fujimoto, Noriko Fujinaga, Ryo Nishimura, Eri Hatano, Luna Kono, Akira Nagai, Akiko Sekine, Yohei Hattori, Yuko Kojima, Nobuhiro Yasuda, Masakazu Morimoto, Satoshi Yokojima, Shinichiro Nakamura, Ben L. Feringa, Kingo Uchida|2020|Chemical Science|11|12307|doi:10.1039/D0SC05388K
DOI: 10.5517/ccdc.csd.cc2320y5
title: CCDC 1938366: Experimental Crystal Structure Determination

description: Related Article: Ayako Fujimoto, Noriko Fujinaga, Ryo Nishimura, Eri Hatano, Luna Kono, Akira Nagai, Akiko Sekine, Yohei Hattori, Yuko Kojima, Nobuhiro Yasuda, Masakazu Morimoto, Satoshi Yokojima, Shinichiro Nakamura, Ben L. Feringa, Kingo Uchida|2020|Chemical Science|11|12307|doi:10.1039/D0SC05388K
DOI: 10.5517/ccdc.csd.cc23zjg3
title: CCDC 1965755: Experimental Crystal Structure Determination

description: Related Article: Ayako Fujimoto, Noriko Fujinaga, Ryo Nishimura, Eri Hatano, Luna Kono, Akira Nagai, Akiko Sekine, Yohei Hattori, Yuko Kojima, Nobuhiro Yasuda, Masakazu Morimoto, Satoshi Yokojima, Shinichiro Nakamura, Ben L. Feringa, Kingo Uchida|2020|Chemical Science|11|12307|doi:10.1039/D0SC05388K
DOI: 10.5517/ccdc.csd.cc248htr
title: CCDC 1974384: Experimental Crystal Structure Determination

description: Related Article: Han Luo, Zongyuan Tang, Tao Wang, Yi Tian, Yuan Zhang, You Li, Shanshan Li, Yiliang Gong, Baosheng Li|2020|Org.Chem.Front.|7|3727|doi:10.1039/D0QO01111H
DOI: 10.5517/ccdc.csd.cc24w83f
title: CCDC 1992404: Experimental Crystal Structure Determination

description: Related Article: Zhongnan Xu, Yuqing Wang, Yucheng Zheng, Zhixing Huang, Lutz Ackermann, Zhixiong Ruan|2020|Org.Chem.Front.|7|3709|doi:10.1039/D0QO01120G
DOI: 10.5517/ccdc.csd.cc24w87k
title: CCDC 1992408: Experimental Crystal Structure Determination

description: Related Article: Zhongnan Xu, Yuqing Wang, Yucheng Zheng, Zhixing Huang, Lutz Ackermann, Zhixiong Ruan|2020|Org.Chem.Front.|7|3709|doi:10.1039/D0QO01120G
DOI: 10.5517/ccdc.csd.cc25nj9p
title: CCDC 2015722: Experimental Crystal Structure Determination

description: Related Article: Xinchao Wang, Ge Ding, Yaxuan Wang, Shen Mao, Kai Wang, Zhongdong Ge, Yanfen Zhang, Xiujuan Li, Cheung-Hin Hung|2020|Tetrahedron|76|131726|doi:10.1016/j.tet.2020.131726
DOI: 10.5517/ccdc.csd.cc25vs83
title: CCDC 2021735: Experimental Crystal Structure Determination

description: Related Article: Naoki Kise, Tatsuhiro Manto, Toshihiko Sakurai|2020|Tetrahedron|76|131725|doi:10.1016/j.tet.2020.131725
DOI: 10.5517/ccdc.csd.cc25xpkc
title: CCDC 2023573: Experimental Crystal Structure Determination

description: Related Article: Ming Kong, Xin Feng, Jing Li, Jia Wang, Yi-Quan Zhang, You Song|2020|New J.Chem.|44|20129|doi:10.1039/D0NJ04457A
DOI: 10.5517/ccdc.csd.cc25xpld
title: CCDC 2023574: Experimental Crystal Structure Determination

description: Related Article: Ming Kong, Xin Feng, Jing Li, Jia Wang, Yi-Quan Zhang, You Song|2020|New J.Chem.|44|20129|doi:10.1039/D0NJ04457A
DOI: 10.5517/ccdc.csd.cc25xpmf
title: CCDC 2023575: Experimental Crystal Structure Determination

description: Related Article: Ming Kong, Xin Feng, Jing Li, Jia Wang, Yi-Quan Zhang, You Song|2020|New J.Chem.|44|20129|doi:10.1039/D0NJ04457A
DOI: 10.5517/ccdc.csd.cc26121d
title: CCDC 2026812: Experimental Crystal Structure Determination

description: Related Article: Naoki Kise, Tatsuhiro Manto, Toshihiko Sakurai|2020|Tetrahedron|76|131725|doi:10.1016/j.tet.2020.131725
DOI: 10.5517/ccdc.csd.cc26122f
title: CCDC 2026813: Experimental Crystal Structure Determination

description: Related Article: Naoki Kise, Tatsuhiro Manto, Toshihiko Sakurai|2020|Tetrahedron|76|131725|doi:10.1016/j.tet.2020.131725
DOI: 10.25989/9ns0-6645
title: Materials Experiment and Analysis Database: Inkjet chemical deposition measurements collected from 1 run(s) performed on plate(s) containing Ni,Fe,Cu,Mn,Co,Ta annealed at 400.0C to add O on 2016-10-12 from Experiment 20161012.165300

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20161012.165300.copied-20180926230808903PDT.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/9ns0-6645/20161012.165300.copied-20180926230808903PDT.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.25989/5mer-ep76
title: Materials Experiment and Analysis Database: Inkjet chemical deposition measurements collected from 1 run(s) performed on plate(s) containing Ni,Co,Fe,La annealed at 350.0C to add O on 2015-01-12 from Experiment 20150112.113300

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20150112.113300.copied-20180926202034705PDT.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/5mer-ep76/20150112.113300.copied-20180926202034705PDT.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.25989/svxc-6845
title: Materials Experiment and Analysis Database: Inkjet chemical deposition analysis in which 0 sub-analyses are performed on plate(s) containing Ni,Fe,Mn,Co annealed at 400.0C to add S on 2015-03-26 from Analysis 20150326.122000

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20150326.122000.copied-20180926212423749PDT.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/svxc-6845/20150326.122000.copied-20180926212423749PDT.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.25989/dgbt-bk07
title: Materials Experiment and Analysis Database: Inkjet chemical deposition measurements collected from 1 run(s) performed on plate(s) containing V,Mn,Bi,Ni annealed at 600.0C to add O on 2014-06-06 from Experiment 20140606.140900

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20140606.140900.copied-20180926192955445PDT.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/dgbt-bk07/20140606.140900.copied-20180926192955445PDT.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.25989/2m6r-z388
title: Materials Experiment and Analysis Database: Electrochemistry measurements collected from 1 run(s) performed on plate(s) containing Bi,Mn,Sm,Cu annealed at 615.0C to add O on 2017-06-09 from Experiment 20170609.090051

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20170609.090051.copied-20170609220502904PDT.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/2m6r-z388/20170609.090051.copied-20170609220502904PDT.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.5281/zenodo.5548095
title: Dataset of five years of in-situ and satellite derived chlorophyll a concentrations and its spatiotemporal variability in the Rotorua Lakes, New Zealand

description: <strong>rotorua_chl_fields_2015-2020.nc</strong> is a time series of 283 <em>Chl</em> fields of 13 of the lakes derived from Sentinel-2 MSI images with a regionalised parametrization of the C2RCC algorithm at 60 m pixel resolution. It also includes C2RCC and Idepix masks as well as a shoreline-and-shallow-water-buffer for flexible quality flagging. <strong>rotorua_chl_spatial_variability.tif</strong> is a GeoTIFF that illustrates the representativeness of each grid cell for the <em>Chl</em> distribution in each lake and thus indicates recurring spatial patterns. The file contains three bands. Each band shows the relative frequency (in %) which <em>Chl</em> concentration was found near the median, or upper or lower quartile, respectively. The intervals around the median and quartiles are 5% to either side. <strong>rotorua_insitu_chl_2015-2019.csv</strong> contains 831 in situ <em>Chl</em> measurements from 12 of the lakes collected between 2015 and 2019. The majority of these measurements (802) have been taken as part of the monthly Bay of Plenty lake water quality monitoring programme, in which 11 lakes are monitored. The data set also contains samples from field work under the <em>Eye on Lakes</em> project (University of Waikato) obtained by one of the authors (MKL). These 29 samples also include two measurements at Lake Rotokakahi, which is not part of the monthly monitoring program. <strong>shoreline_shallow_water_buffer.zip</strong> contains a shapefile with polygons of the valid water pixels of all lakes to remove areas contaminated by bottom reflectance in remote sensing products. Each lake has a 120 m shoreline buffer to avoid mixed land-water pixels to reduce adjacency effects. It further excludes lake areas shallower than the 95%-quantile of all Secchi depth measurements of the Bay of Plenty lake water quality monitoring programme.
DOI: 10.25989/swht-pm98
title: Materials Experiment and Analysis Database: Inkjet chemical deposition measurements collected from 1 run(s) performed on plate(s) containing Ni,Gd,Co,Ce,Co annealed at 350.0C to add O on 2014-01-24 from Experiment 20140123.165600

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20140123.165600.copied-20180926171749365PDT.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/swht-pm98/20140123.165600.copied-20180926171749365PDT.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.5281/zenodo.5336364
title: Dataset of five years of in-situ and satellite derived chlorophyll a concentrations and its spatiotemporal variability in the Rotorua Lakes, New Zealand

description: <strong>rotorua_chl_fields_2015-2020.nc</strong> is a time series of 283 <em>Chl</em> fields of 13 of the lakes derived from Sentinel-2 MSI images with a regionalised parametrization of the C2RCC algorithm at 60 m pixel resolution. It also includes C2RCC and Idepix masks as well as a shoreline-and-shallow-water-buffer for flexible quality flagging. <strong>rotorua_chl_spatial_variability.tif</strong> is a GeoTIFF that illustrates the representativeness of each grid cell for the <em>Chl</em> distribution in each lake and thus indicates recurring spatial patterns. The file contains three bands. Each band shows the relative frequency (in %) which <em>Chl</em> concentration was found near the median, or upper or lower quartile, respectively. The intervals around the median and quartiles are 5% to either side. <strong>rotorua_insitu_chl_2015-2019.csv</strong> contains 831 in situ <em>Chl</em> measurements from 12 of the lakes collected between 2015 and 2019. The majority of these measurements (802) have been taken as part of the monthly Bay of Plenty lake water quality monitoring programme, in which 11 lakes are monitored. The data set also contains samples from field work under the <em>Eye on Lakes</em> project (University of Waikato) obtained by one of the authors (MKL). These 29 samples also include two measurements at Lake Rotokakahi, which is not part of the monthly monitoring program. <strong>shoreline_shallow_water_buffer.zip</strong> contains a shapefile with polygons of the valid water pixels of all lakes to remove areas contaminated by bottom reflectance in remote sensing products. Each lake has a 120 m shoreline buffer to avoid mixed land-water pixels to reduce adjacency effects. It further excludes lake areas shallower than the 95%-quantile of all Secchi depth measurements of the Bay of Plenty lake water quality monitoring programme.
DOI: 10.25989/m225-c559
title: Materials Experiment and Analysis Database: Electrochemistry measurements containing 8 files performed on plate containing MnV,V,Sr,Mg,Fe,Cu,Mo,W annealed at 565.0C to add O on 2017-10-02 from Run 20171002.162103

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20171002.162103.copied-20171003095814071PDT.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/m225-c559/20171002.162103.copied-20171003095814071PDT.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.25989/4s3b-k981
title: Materials Experiment and Analysis Database: Synchrotron x-ray diffraction analysis in which 0 sub-analyses are performed on plate(s) containing Mn,V,Ar annealed at 550.0C to add O on 2017-11-13 from Analysis 20171112.233623

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20171112.233623.copied-20171203083520161PST.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/4s3b-k981/20171112.233623.copied-20171203083520161PST.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.25989/ks76-1c06
title: Materials Experiment and Analysis Database: Inkjet chemical deposition analysis in which 0 sub-analyses are performed on plate(s) containing Bi,V,Fe,Co,Co annealed at 500.0C to add O on 2013-03-07 from Analysis 20130307.115206

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20130307.115206.copied-20180926154535461PDT.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/ks76-1c06/20130307.115206.copied-20180926154535461PDT.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.25989/35fs-7b58
title: Materials Experiment and Analysis Database: Inkjet chemical deposition measurements containing 0 files performed on plate containing Cu,Zn,Sn,Ce,Co annealed at 350.0C to add O on 2013-10-25 from Run 20131025.131500

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20131025.131500.copied-20180926190910015PDT.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/35fs-7b58/20131025.131500.copied-20180926190910015PDT.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.25989/0kpg-7c69
title: Materials Experiment and Analysis Database: Inkjet chemical deposition measurements collected from 1 run(s) performed on plate(s) containing Ni,Fe,Co,Ce,Co annealed at 350.0C to add O on 2013-04-14 from Experiment 20130414.144107

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20130414.144107.copied-20180926155718427PDT.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/0kpg-7c69/20130414.144107.copied-20180926155718427PDT.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.