cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6073/pasta/daf990a0d666351576072ace0165c448
title: Long-term monitoring of floodwater chemistry in Sycamore Creek, Arizona, USA (2010-2020)

description: The primary objective of this project is to understand how long-term climate variability and change influence the structure and function of desert streams via effects on hydrologic disturbance regimes. Climate and hydrology are intimately linked in arid landscapes; for this reason, desert streams are particularly well suited for both observing and understanding the consequences of climate variability and directional change. Researchers try to (1) determine how climate variability and change over multiple years influence stream biogeomorphic structure (i.e., prevalence and persistence of wetland and gravel-bed ecosystem states) via their influence on factors that control vegetation biomass, and (2) compare interannual variability in within-year successional patterns in ecosystem processes and community structure of primary producers and consumers of two contrasting reach types (wetland and gravel-bed stream reaches). These data were collected to understand how climate change alters flood-mediated delivery of the limiting resource, nitrogen. Specifically, how does the amount of winter rainfall and the number, timing, and intensity of winter and monsoon floods alter N delivery. Previous research indicates that nitrogen is a limiting element in Sycamore Creek, and that pulses of nitrogen enter the system from the landscape during winter rains and summer monsoons. Nitrogen in high concentrations can be a pollutant so consideration of downstream export is a consideration. Researchers collected water samples during storms to compare inter- and inter-annual variability in storm dynamics, and to examine the pulse of various nutrients associated with these events.
DOI: 10.21227/p3df-9k49
title: PVDF-HFP 15%: from electrospinning / electroformation to nonwoven fabric materials

description: See our next articles.
DOI: 10.5281/zenodo.4294932
title: Multi-dimensional Toy Data

description: Dataset taken from https://sites.google.com/view/mstamp Stored on Zenodo as backup for Stumpy Multi-dimensional Matrix Profiles
DOI: 10.15468/ugczhe
title: Paragoniosomatinae, a new subfamily of Gonyleptidae (Arachnida: Opiliones) based on a new species from the Chapada Diamantina relict cloud forests, Brazil

description: This dataset contains the digitized treatments in Plazi based on the original journal article Araujo-Da-Silva, Luiz Paulo, Desouza, Adriano Medeiros, Dasilva, Marcio Bernardino (2020): Paragoniosomatinae, a new subfamily of Gonyleptidae (Arachnida: Opiliones) based on a new species from the Chapada Diamantina relict cloud forests, Brazil. Zootaxa 4808 (2): 331-349, DOI: https://doi.org/10.11646/zootaxa.4808.2.6
DOI: 10.5281/zenodo.4294931
title: Multi-dimensional Toy Data

description: Dataset taken from https://sites.google.com/view/mstamp Stored on Zenodo as backup for Stumpy Multi-dimensional Matrix Profiles
DOI: 10.5281/zenodo.4325447
title: Binary data files from a Sequoia Scientific, Inc Laser In Situ Scattering and Transmissometry sensor integrated into a Teledyne Webb Slocum Glider

description: This dataset includes raw binary files from a Laser In Situ Scattering and Transmissometry (LISST) sensor integrated into a Teledyne Webb Slocum Glider. The glider deployment data can be found here: (Rutgers Glider RU28). The Sequoia Scientific, Inc. developed LISST particle sizing instrument was modified to fit within a Slocum glider science bay. Binary files can be processed with standard Sequoia Scientific, Inc processing software available here https://www.sequoiasci.com/product/lisst-200x/. Each binary file corresponds to a Slocum glider dive segment and is time synced with the glider RU28 data files. the LISST-Glider instrument was deployed on 09/15/2017 and recovered after 18 days on 10/03/2017.
DOI: 10.5281/zenodo.4325446
title: Binary data files from a Sequoia Scientific, Inc Laser In Situ Scattering and Transmissometry sensor integrated into a Teledyne Webb Slocum Glider

description: This dataset includes raw binary files from a Laser In Situ Scattering and Transmissometry (LISST) sensor integrated into a Teledyne Webb Slocum Glider. The glider deployment data can be found here: (Rutgers Glider RU28). The Sequoia Scientific, Inc. developed LISST particle sizing instrument was modified to fit within a Slocum glider science bay. Binary files can be processed with standard Sequoia Scientific, Inc processing software available here https://www.sequoiasci.com/product/lisst-200x/. Each binary file corresponds to a Slocum glider dive segment and is time synced with the glider RU28 data files. the LISST-Glider instrument was deployed on 09/15/2017 and recovered after 18 days on 10/03/2017.
DOI: 10.5281/zenodo.4327955
title: Multi-dimensional Toy Data

description: Dataset taken from https://sites.google.com/view/mstamp Stored on Zenodo as backup for Stumpy Multi-dimensional Matrix Profiles
DOI: 10.5281/zenodo.4327954
title: Multi-dimensional Toy Data

description: Dataset taken from https://sites.google.com/view/mstamp Stored on Zenodo as backup for Stumpy Multi-dimensional Matrix Profiles
DOI: 10.6084/m9.figshare.11956632
title: "Habitat Selection and Human Aesthetic Responses to Flowers" - dataset

description: Dataset used in the paper Habitat Selection and Human Aesthetic Responses to Flowers<br><br>The dataset contains preference ratings of photographs of 14 edible Czech plant species and 20 species native to African savannas. The participants expressed their aesthetic evaluations on rating scales (Study A - Czech plants, Study B - African plants), and using a forced-choice display paradigm (Study C - African plants). The photographs were rated online. The survey targeted primarily Czech participants. <br>
DOI: 10.5281/zenodo.4328047
title: Multi-dimensional Toy Data

description: Dataset taken from https://sites.google.com/view/mstamp Stored on Zenodo as backup for Stumpy Multi-dimensional Matrix Profiles
DOI: 10.5281/zenodo.4328046
title: Multi-dimensional Toy Data

description: Dataset taken from https://sites.google.com/view/mstamp Stored on Zenodo as backup for Stumpy Multi-dimensional Matrix Profiles
DOI: 10.15468/nsa88d
title: A new species of Pristomerus Curtis, 1836 (Hymenoptera, Ichneumonidae Cremastinae) and key to the known species in Iran

description: This dataset contains the digitized treatments in Plazi based on the original journal article Heydari, Maryam Zardouei, Rakhshani, Ehsan, Rousse, Pascal, Mokhtari, Azizollah, Schwarz, Martin (2020): A new species of Pristomerus Curtis, 1836 (Hymenoptera, Ichneumonidae Cremastinae) and key to the known species in Iran. Zootaxa 4809 (1): 187-194, DOI: https://doi.org/10.11646/zootaxa.4809.1.12
DOI: 10.5517/ccdc.csd.cc25ldhp
title: CCDC 2013682: Experimental Crystal Structure Determination

description: Related Article: Katharina Münster, Ann Christin Fecker, Jan Raeder, Matthias Freytag, Peter G. Jones, Marc D. Walter|2020|Chem.-Eur.J.|26|16098|doi:10.1002/chem.202003170
DOI: 10.5517/ccdc.csd.cc25ldjq
title: CCDC 2013683: Experimental Crystal Structure Determination

description: Related Article: Katharina Münster, Ann Christin Fecker, Jan Raeder, Matthias Freytag, Peter G. Jones, Marc D. Walter|2020|Chem.-Eur.J.|26|16098|doi:10.1002/chem.202003170
DOI: 10.5517/ccdc.csd.cc25ldkr
title: CCDC 2013684: Experimental Crystal Structure Determination

description: Related Article: Katharina Münster, Ann Christin Fecker, Jan Raeder, Matthias Freytag, Peter G. Jones, Marc D. Walter|2020|Chem.-Eur.J.|26|16098|doi:10.1002/chem.202003170
DOI: 10.5517/ccdc.csd.cc25ldls
title: CCDC 2013685: Experimental Crystal Structure Determination

description: Related Article: Katharina Münster, Ann Christin Fecker, Jan Raeder, Matthias Freytag, Peter G. Jones, Marc D. Walter|2020|Chem.-Eur.J.|26|16098|doi:10.1002/chem.202003170
DOI: 10.5517/ccdc.csd.cc25ldmt
title: CCDC 2013686: Experimental Crystal Structure Determination

description: Related Article: Katharina Münster, Ann Christin Fecker, Jan Raeder, Matthias Freytag, Peter G. Jones, Marc D. Walter|2020|Chem.-Eur.J.|26|16098|doi:10.1002/chem.202003170
DOI: 10.5517/ccdc.csd.cc25ldnv
title: CCDC 2013687: Experimental Crystal Structure Determination

description: Related Article: Katharina Münster, Ann Christin Fecker, Jan Raeder, Matthias Freytag, Peter G. Jones, Marc D. Walter|2020|Chem.-Eur.J.|26|16098|doi:10.1002/chem.202003170
DOI: 10.5517/ccdc.csd.cc25ldpw
title: CCDC 2013688: Experimental Crystal Structure Determination

description: Related Article: Katharina Münster, Ann Christin Fecker, Jan Raeder, Matthias Freytag, Peter G. Jones, Marc D. Walter|2020|Chem.-Eur.J.|26|16098|doi:10.1002/chem.202003170
DOI: 10.5517/ccdc.csd.cc25ldqx
title: CCDC 2013689: Experimental Crystal Structure Determination

description: Related Article: Katharina Münster, Ann Christin Fecker, Jan Raeder, Matthias Freytag, Peter G. Jones, Marc D. Walter|2020|Chem.-Eur.J.|26|16098|doi:10.1002/chem.202003170
DOI: 10.5517/ccdc.csd.cc25ldry
title: CCDC 2013690: Experimental Crystal Structure Determination

description: Related Article: Katharina Münster, Ann Christin Fecker, Jan Raeder, Matthias Freytag, Peter G. Jones, Marc D. Walter|2020|Chem.-Eur.J.|26|16098|doi:10.1002/chem.202003170
DOI: 10.5517/ccdc.csd.cc25ldsz
title: CCDC 2013691: Experimental Crystal Structure Determination

description: Related Article: Katharina Münster, Ann Christin Fecker, Jan Raeder, Matthias Freytag, Peter G. Jones, Marc D. Walter|2020|Chem.-Eur.J.|26|16098|doi:10.1002/chem.202003170
DOI: 10.5517/ccdc.csd.cc25ldx3
title: CCDC 2013695: Experimental Crystal Structure Determination

description: Related Article: Katharina Münster, Ann Christin Fecker, Jan Raeder, Matthias Freytag, Peter G. Jones, Marc D. Walter|2020|Chem.-Eur.J.|26|16098|doi:10.1002/chem.202003170
DOI: 10.5517/ccdc.csd.cc25ldy4
title: CCDC 2013696: Experimental Crystal Structure Determination

description: Related Article: Katharina Münster, Ann Christin Fecker, Jan Raeder, Matthias Freytag, Peter G. Jones, Marc D. Walter|2020|Chem.-Eur.J.|26|16098|doi:10.1002/chem.202003170
DOI: 10.5517/ccdc.csd.cc25lkp1
title: CCDC 2013843: Experimental Crystal Structure Determination

description: Related Article: Katharina Münster, Ann Christin Fecker, Jan Raeder, Matthias Freytag, Peter G. Jones, Marc D. Walter|2020|Chem.-Eur.J.|26|16098|doi:10.1002/chem.202003170
DOI: 10.5517/ccdc.csd.cc25lkq2
title: CCDC 2013844: Experimental Crystal Structure Determination

description: Related Article: Katharina Münster, Ann Christin Fecker, Jan Raeder, Matthias Freytag, Peter G. Jones, Marc D. Walter|2020|Chem.-Eur.J.|26|16098|doi:10.1002/chem.202003170
DOI: 10.5517/ccdc.csd.cc25lkr3
title: CCDC 2013845: Experimental Crystal Structure Determination

description: Related Article: Katharina Münster, Ann Christin Fecker, Jan Raeder, Matthias Freytag, Peter G. Jones, Marc D. Walter|2020|Chem.-Eur.J.|26|16098|doi:10.1002/chem.202003170
DOI: 10.5517/ccdc.csd.cc25lks4
title: CCDC 2013846: Experimental Crystal Structure Determination

description: Related Article: Katharina Münster, Ann Christin Fecker, Jan Raeder, Matthias Freytag, Peter G. Jones, Marc D. Walter|2020|Chem.-Eur.J.|26|16098|doi:10.1002/chem.202003170
DOI: 10.5517/ccdc.csd.cc25lkt5
title: CCDC 2013847: Experimental Crystal Structure Determination

description: Related Article: Katharina Münster, Ann Christin Fecker, Jan Raeder, Matthias Freytag, Peter G. Jones, Marc D. Walter|2020|Chem.-Eur.J.|26|16098|doi:10.1002/chem.202003170
DOI: 10.5517/ccdc.csd.cc25lkv6
title: CCDC 2013848: Experimental Crystal Structure Determination

description: Related Article: Katharina Münster, Ann Christin Fecker, Jan Raeder, Matthias Freytag, Peter G. Jones, Marc D. Walter|2020|Chem.-Eur.J.|26|16098|doi:10.1002/chem.202003170
DOI: 10.5517/ccdc.csd.cc25lkw7
title: CCDC 2013849: Experimental Crystal Structure Determination

description: Related Article: Katharina Münster, Ann Christin Fecker, Jan Raeder, Matthias Freytag, Peter G. Jones, Marc D. Walter|2020|Chem.-Eur.J.|26|16098|doi:10.1002/chem.202003170
DOI: 10.5517/ccdc.csd.cc25lkx8
title: CCDC 2013850: Experimental Crystal Structure Determination

description: Related Article: Katharina Münster, Ann Christin Fecker, Jan Raeder, Matthias Freytag, Peter G. Jones, Marc D. Walter|2020|Chem.-Eur.J.|26|16098|doi:10.1002/chem.202003170
DOI: 10.5517/ccdc.csd.cc25lky9
title: CCDC 2013851: Experimental Crystal Structure Determination

description: Related Article: Katharina Münster, Ann Christin Fecker, Jan Raeder, Matthias Freytag, Peter G. Jones, Marc D. Walter|2020|Chem.-Eur.J.|26|16098|doi:10.1002/chem.202003170
DOI: 10.5517/ccdc.csd.cc25xmlb
title: CCDC 2023512: Experimental Crystal Structure Determination

description: Related Article: Yang Li, Zhixin Wang, Shengbo Xu, Jiang Cheng|2020|Tetrahedron Lett.|61|152387|doi:10.1016/j.tetlet.2020.152387
DOI: 10.15468/5q2bjz
title: New species of Pseudothysanoes Blackman, and Sphaerotrypes Blandford (Coleoptera: Curculionidae: Scolytinae) from Jammu and Kashmir, with biological observations, and a key to South Asian species of Sphaerotrypes

description: This dataset contains the digitized treatments in Plazi based on the original journal article Buhroo, Abdul A., Knížek, Miloš (2020): New species of Pseudothysanoes Blackman, and Sphaerotrypes Blandford (Coleoptera: Curculionidae: Scolytinae) from Jammu and Kashmir, with biological observations, and a key to South Asian species of Sphaerotrypes. Zootaxa 4808 (1): 141-150, DOI: https://doi.org/10.11646/zootaxa.4808.1.8
DOI: 10.18112/openneuro.ds003431.v1.0.0
title: newbi4fmri Localizer
DOI: 10.21227/3qja-z152
title: PHB composites with collagen and graphene: SEM and multi-angle optical porosimetry / porometry. Raw supplement for the article.

description: See our next articles.
DOI: 10.6084/m9.figshare.13382063
title: GCP Accuracy RMSE All Altitudes_raw data

description: This dataset was used to evaluate the utility of unoccupied aerial vehicles (UAV) for monitoring tidal marsh restoration at a site in Elkhorn Slough, on the Central Coast of California, USA. This file includes the raw data for an experiment in which we tested the effect of different ground control point (GCP) densities and flight altitudes on vertical accuracy of resulting digital elevation models, reported as RMSE. These data cover all flight altitudes in the GCP density experiment.<br>
DOI: 10.6084/m9.figshare.13363004
title: Cost and time breakdown for 3 UAV methods

description: This dataset was used to evaluate the utility of unoccupied aerial vehicles (UAV) for monitoring tidal marsh restoration at a site in Elkhorn Slough, on the Central Coast of California, USA. These data include a breakdown of the initial investment costs and time commitments associated with UAV monitoring. The three methods compared here vary based on georeferencing method. UAV-GNSS is UAV equipped with onboard uncorrected global navigation satellite systems (GNSS), UAV-GCP is UAV georeferenced using ground control points (GCPs) that are surveyed in the field using real-time kinematic (RTK) positioning, and UAV-PPK is UAV with post-processed kinematic (PPK) dual-frequency differential GNSS corrected using either a base station in the study area or a nearby Continuously Operating Reference Station. We used these data to compare UAV monitoring with other methods of topography monitoring (terrestrial laser scanning, surface elevation tables, and airborne LIDAR).
DOI: 10.6084/m9.figshare.13363004.v1
title: Cost and time breakdown for 3 UAV methods

description: This dataset was used to evaluate the utility of unoccupied aerial vehicles (UAV) for monitoring tidal marsh restoration at a site in Elkhorn Slough, on the Central Coast of California, USA. These data include a breakdown of the initial investment costs and time commitments associated with UAV monitoring. The three methods compared here vary based on georeferencing method. UAV-GNSS is UAV equipped with onboard uncorrected global navigation satellite systems (GNSS), UAV-GCP is UAV georeferenced using ground control points (GCPs) that are surveyed in the field using real-time kinematic (RTK) positioning, and UAV-PPK is UAV with post-processed kinematic (PPK) dual-frequency differential GNSS corrected using either a base station in the study area or a nearby Continuously Operating Reference Station. We used these data to compare UAV monitoring with other methods of topography monitoring (terrestrial laser scanning, surface elevation tables, and airborne LIDAR).
DOI: 10.6084/m9.figshare.13382405
title: GCP_Altitude50m_Horizontal Accuracy_raw data

description: This dataset was used to evaluate the utility of unoccupied aerial vehicles (UAV) for monitoring tidal marsh restoration at a site in Elkhorn Slough, on the Central Coast of California, USA. This file includes raw data for a horizontal accuracy assessment (RMSEr) of the ground control points (GCPs) for a 50 m altitude flight.<br>
DOI: 10.6084/m9.figshare.13382063.v1
title: GCP Accuracy RMSE All Altitudes_raw data

description: This dataset was used to evaluate the utility of unoccupied aerial vehicles (UAV) for monitoring tidal marsh restoration at a site in Elkhorn Slough, on the Central Coast of California, USA. This file includes the raw data for an experiment in which we tested the effect of different ground control point (GCP) densities and flight altitudes on vertical accuracy of resulting digital elevation models, reported as RMSE. These data cover all flight altitudes in the GCP density experiment.<br>
DOI: 10.6084/m9.figshare.13382552
title: GCP_Altitude50m_Vertical Accuracy_raw data

description: This dataset was used to evaluate the utility of unoccupied aerial vehicles (UAV) for monitoring tidal marsh restoration at a site in Elkhorn Slough, on the Central Coast of California, USA. This file includes the raw data for an experiment in which we tested the effect of different ground control point (GCP) densities and flight altitudes on accuracy of resulting digital elevation models, reported as RMSE. This file includes only the raw data for the vertical accuracy assessment (RMSEz) and other metrics of the GCPs for a 50 m altitude flight.
DOI: 10.6084/m9.figshare.13353581
title: Percent Vegetation and Elevations_raw data

description: This dataset was used to evaluate the utility of unoccupied aerial vehicles (UAV) for monitoring tidal marsh restoration at a site in Elkhorn Slough, on the Central Coast of California, USA. These data were used to graph percent of total area (histogram) and percent of area vegetated (line) in each elevation bin at the restoration site, up to 2.00 m NAVD88. Percent vegetated area is the area of classified vegetation in an elevation bin out of the total area in that bin.
DOI: 10.6084/m9.figshare.13353698.v1
title: Hester Main channel vertical profiles_Raw data

description: This dataset was used to evaluate the utility of unoccupied aerial vehicles (UAV) for monitoring tidal marsh restoration at a site in Elkhorn Slough, on the Central Coast of California, USA. <br>Vertical profiles were extracted from UAV DEMs to examine erosion of the main channel banks between Aug. 2018 and Oct. 2019. The west bank was reinforced with mud excavated from the former wetland; the east bank had no reinforcement.
DOI: 10.6084/m9.figshare.13354559.v1
title: Subsidence_select groups_raw data

description: This dataset was used to evaluate the utility of unoccupied aerial vehicles (UAV) for monitoring tidal marsh restoration at a site in Elkhorn Slough, on the Central Coast of California, USA. Elevation values were collected in the field (July 2018) using RTK, and were extracted at those positions from four post-construction DEMs. We subtracted original RTK survey values from DEM values at each position for each time point, and evaluated the trend in mean elevation change over time. This dataset includes positions for selected groups in different regions of the site.
DOI: 10.6084/m9.figshare.13382405.v1
title: GCP_Altitude50m_Horizontal Accuracy_raw data

description: This dataset was used to evaluate the utility of unoccupied aerial vehicles (UAV) for monitoring tidal marsh restoration at a site in Elkhorn Slough, on the Central Coast of California, USA. This file includes raw data for a horizontal accuracy assessment (RMSEr) of the ground control points (GCPs) for a 50 m altitude flight.<br>
DOI: 10.6084/m9.figshare.13353710
title: Subsidence_All_raw data

description: This dataset was used to evaluate the utility of unoccupied aerial vehicles (UAV) for monitoring tidal marsh restoration at a site in Elkhorn Slough, on the Central Coast of California, USA. Elevation values were collected in the field (July 2018) using RTK, and were extracted at those positions from four post-construction DEMs. We subtracted original RTK survey values from DEM values at each position for each time point, and evaluated the trend in mean elevation change over time. This dataset includes all positions.
DOI: 10.6084/m9.figshare.13382552.v1
title: GCP_Altitude50m_Vertical Accuracy_raw data

description: This dataset was used to evaluate the utility of unoccupied aerial vehicles (UAV) for monitoring tidal marsh restoration at a site in Elkhorn Slough, on the Central Coast of California, USA. This file includes the raw data for an experiment in which we tested the effect of different ground control point (GCP) densities and flight altitudes on accuracy of resulting digital elevation models, reported as RMSE. This file includes only the raw data for the vertical accuracy assessment (RMSEz) and other metrics of the GCPs for a 50 m altitude flight.
DOI: 10.6084/m9.figshare.13323137
title: Percent vegetated cover comparisons UAV vs field

description: This dataset was used to evaluate the utility of unoccupied aerial vehicles (UAV) for monitoring tidal marsh restoration at a site in Elkhorn Slough, on the Central Coast of California, USA. We evaluated the accuracy of UAV imagery for calculating vegetation cover in 24 plots measuring approximately 1 m<sup>2</sup>. UAV percent cover estimates were calculated from four different classified orthomosaics using pixel-based classification with a maximum likelihood classifier. One orthomosaic was collected at each of three flight altitudes (10, 30, and 60 m) and included only visible spectrum (red, green, and blue; RGB) data, while an additional orthomosaic collected at 30 m altitude also included near infrared (NIR) data. Field measurements of percent vegetated cover were collected at intercepts within (or on the edges of) a 1 m<sup>2</sup> gridded quadrat. Intercept numbers varied because data were not collected on quadrat edges for every plot.
DOI: 10.6084/m9.figshare.13353581.v1
title: Percent Vegetation and Elevations_raw data

description: This dataset was used to evaluate the utility of unoccupied aerial vehicles (UAV) for monitoring tidal marsh restoration at a site in Elkhorn Slough, on the Central Coast of California, USA. These data were used to graph percent of total area (histogram) and percent of area vegetated (line) in each elevation bin at the restoration site, up to 2.00 m NAVD88. Percent vegetated area is the area of classified vegetation in an elevation bin out of the total area in that bin.
DOI: 10.6084/m9.figshare.13353698
title: Hester Main channel vertical profiles_Raw data

description: This dataset was used to evaluate the utility of unoccupied aerial vehicles (UAV) for monitoring tidal marsh restoration at a site in Elkhorn Slough, on the Central Coast of California, USA. <br>Vertical profiles were extracted from UAV DEMs to examine erosion of the main channel banks between Aug. 2018 and Oct. 2019. The west bank was reinforced with mud excavated from the former wetland; the east bank had no reinforcement.