cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.867645
title: Ecodse Competition Training Set

description: Data products

Individual Tree Crown (ITC) data was collected by Sarah Graves and Justin Gearhart.<br>
Data in the RSdata folder are derived from NEON-AOP data, collected in 2015 at Ordway Swisher Biological Station. NEON AOP data have been manipulated into the distributed product by the members of the ECODSE group, primarily Sarah Graves and Sergio Marconi. <br>
Data in the Task2 folder were provided by NEON. Data have been cleaned, subset, and organized to better match the purposes of the competition. All members of the ECODSE group, primarily Sarah Graves and Sergio Marconi, were involved in the preparing the data products.<br>
Data in Task3 folder are derived from combining the NEON-AOP and ITC data, collected at Ordway Swisher Biological Station. NEON AOP data have been manipulated into the provided product by the members of the ECODSE group, and primarily Sarah Graves and Sergio Marconi. 

Acknowledgments<br>
We acknowledge the "Gordon and Betty Moore Foundation’s Data-Driven Discovery Initiative" through Grant GBMF4563, and the "National Institute of Standards and Technology (NIST). Data Science for Multimodal Plant Identification Task." who founded the production of the dataset and the ECODSE competition.
description: Funders:
"Gordon and Betty Moore Foundation's Data-Driven Discovery Initiative" through Grant GBMF4563
"National Institute of Standards and Technology (NIST). Data Science for Multimodal Plant Identification Task."
DOI: 10.5281/zenodo.867646
title: Ecodse Competition Training Set

description: Data products

Individual Tree Crown (ITC) data was collected by Sarah Graves and Justin Gearhart.<br>
Data in the RSdata folder are derived from NEON-AOP data, collected in 2015 at Ordway Swisher Biological Station. NEON AOP data have been manipulated into the distributed product by the members of the ECODSE group, primarily Sarah Graves and Sergio Marconi. <br>
Data in the Task2 folder were provided by NEON. Data have been cleaned, subset, and organized to better match the purposes of the competition. All members of the ECODSE group, primarily Sarah Graves and Sergio Marconi, were involved in the preparing the data products.<br>
Data in Task3 folder are derived from combining the NEON-AOP and ITC data, collected at Ordway Swisher Biological Station. NEON AOP data have been manipulated into the provided product by the members of the ECODSE group, and primarily Sarah Graves and Sergio Marconi. 

Acknowledgments<br>
We acknowledge the "Gordon and Betty Moore Foundation’s Data-Driven Discovery Initiative" through Grant GBMF4563, and the "National Institute of Standards and Technology (NIST). Data Science for Multimodal Plant Identification Task." who founded the production of the dataset and the ECODSE competition.
description: Funders:
"Gordon and Betty Moore Foundation's Data-Driven Discovery Initiative" through Grant GBMF4563
"National Institute of Standards and Technology (NIST). Data Science for Multimodal Plant Identification Task."
DOI: 10.17632/nzv5jk73zb.1
title: Data for: Cooperation: the roles of interpersonal value and gratitude

description: This is a database of WTR values for three separate individuals, taken before and after playing in a Cyberball game. Subjects were assigned to 1 of 3 experimental conditions: Inclusion in Cyberball game, Exclusion in Cyberball game, or Exclusion-then-Inclusion in the Cyberball game. Subjects rated other players on gratitude and played a dictator game to establish motivations to cooperate.
DOI: 10.5066/f77h1h3w
title: Landslides in Eastern Honshu induced by the 2011 Tohoku Earthquake

description: This inventory was originally created by Wartman and others (2013) describing the landslides triggered by the M 9.1 Tohoku-Oki, Japan earthquake that occurred on 2011-03-11 at 05:46:24 UTC. Care should be taken when comparing with other inventories because different authors use different mapping techniques. This inventory also could be associated with other earthquakes such as aftershocks or triggered events. Please check the author methods summary and the original data source for more information on these details and to confirm the viability of this inventory for your specific use.

With the exception of the data from USGS sources, the inventory data and associated metadata were not acquired by the U.S. Geological Survey (USGS) and thus have not been reviewed for accuracy and completeness by the USGS. They are presented as part of this data series for convenience of the user only, as part of an effort to make published ground-failure inventories more accessible from a single aggregated site. No warranty, expressed or implied, is made regarding the display or utility of the data on any other system or for general or scientific purposes, nor shall the act of distribution constitute any such warranty.
DOI: 10.5066/f7ks6q2p
title: Database and spatial distribution of landslides triggered by the Lushan, China Mw 6.6 earthquake of 20 April 2013

description: This inventory was originally created by Xu and others (2015) describing the landslides triggered by the M 6.6 Western Sichuan, China earthquake that occurred on 20 April 2013 at 00:02:47 UTC. Care should be taken when comparing with other inventories because different authors use different mapping techniques. This inventory also could be associated with other earthquakes such as aftershocks or triggered events. Please check the author methods summary and the original data source for more information on these details and to confirm the viability of this inventory for your specific use.

With the exception of the data from USGS sources, the inventory data and associated metadata were not acquired by the U.S. Geological Survey (USGS) and thus have not been reviewed for accuracy and completeness by the USGS. They are presented as part of this data series for convenience of the user only, as part of an effort to make published ground-failure inventories more accessible from a single aggregated site. No warranty, expressed or implied, is made regarding the display or utility of the data on any other system or for general or scientific purposes, nor shall the act of distribution constitute any such warranty.
DOI: 10.5281/zenodo.853499
title: Wideband I/Q Recording At Vu2Ptt For 15M Ham Radio Band During August 21, 2017 Solar Eclipse In Usa

description: Recorded by Prasad Rajagopal, VU2PTT in Bangalore, India

Location:  Latitude 12°58'24.8"N,  Longitude 77°39'15.7"E

Grid Locator: MK82tx

Recorded using Skimmer Server & CWSL File

Playback: Each time stamped I/Q file is a 15 minute slice and can be played back with HDSDR software

Antenna was a full size 1/4 wave vertical on 40m (7 MHz)

Receiver was a QS1R SDR capable of simultaneously recording 7 bands @ 192 kHz bandwidth
DOI: 10.5281/zenodo.853500
title: Wideband I/Q Recording At Vu2Ptt For 15M Ham Radio Band During August 21, 2017 Solar Eclipse In Usa

description: Recorded by Prasad Rajagopal, VU2PTT in Bangalore, India

Location:  Latitude 12°58'24.8"N,  Longitude 77°39'15.7"E

Grid Locator: MK82tx

Recorded using Skimmer Server & CWSL File

Playback: Each time stamped I/Q file is a 15 minute slice and can be played back with HDSDR software

Antenna was a full size 1/4 wave vertical on 40m (7 MHz)

Receiver was a QS1R SDR capable of simultaneously recording 7 bands @ 192 kHz bandwidth
DOI: 10.5281/zenodo.883105
title: Example Input Files And Output Data For 1D Hydrodynamic Simulations Of Shock Compressed Iron

description: Example input files and output data for 1D hydrodynamic simulations of shock compressed iron. Input files consists of 3 examples from the SIMEX github wiki page for a 50 micron CH ablator with 5 micro Fe foil (laser pulse is a 6 ns flat top pulse, 1064 nm with 0.3 TW/cm<sup>2</sup>). Output data are from Esther hydrocode in .txt format and the SIMEX opmd.h5 format.
DOI: 10.5281/zenodo.883106
title: Example Input Files And Output Data For 1D Hydrodynamic Simulations Of Shock Compressed Iron

description: Example input files and output data for 1D hydrodynamic simulations of shock compressed iron. Input files consists of 3 examples from the SIMEX github wiki page for a 50 micron CH ablator with 5 micro Fe foil (laser pulse is a 6 ns flat top pulse, 1064 nm with 0.3 TW/cm<sup>2</sup>). Output data are from Esther hydrocode in .txt format and the SIMEX opmd.h5 format.
DOI: 10.5066/f7028q2x
title: Earthquake Induced Landslides triggered by 25 April 2015 Gorkha Earthquake, Mw 7.8, Nepal

description: This inventory was originally created by Gnyawali and Adhikari (2016) describing the landslides triggered by the M 7.8 Nepal earthquake that occurred on 25 April 2015 at 06:11:25 UTC. Care should be taken when comparing with other inventories because different authors use different mapping techniques. This inventory includes landslides triggered by a sequence of earthquakes rather than a single mainshock. Please check the author methods summary and the original data source for more information on these details and to confirm the viability of this inventory for your specific use.

With the exception of the data from USGS sources, the inventory data and associated metadata were not acquired by the U.S. Geological Survey (USGS) and thus have not been reviewed for accuracy and completeness by the USGS. They are presented as part of this data series for convenience of the user only, as part of an effort to make published ground-failure inventories more accessible from a single aggregated site. No warranty, expressed or implied, is made regarding the display or utility of the data on any other system or for general or scientific purposes, nor shall the act of distribution constitute any such warranty.
DOI: 10.5066/f7v986km
title: Landslides triggered by the 22 July 2013 Minxian - Zhangxian, China, Mw 5.9 earthquake

description: This inventory was originally created by Xu and others (2014) describing the landslides triggered by the M 5.9 Gansu, China earthquake, also known as the Minxian - Zhangxian earthquake, that occurred on 21 July 2013 at 23:45:56 UTC. Care should be taken when comparing with other inventories because different authors use different mapping techniques. This inventory also could be associated with other earthquakes such as aftershocks or triggered events. Please check the author methods summary and the original data source for more information on these details and to confirm the viability of this inventory for your specific use.

With the exception of the data from USGS sources, the inventory data and associated metadata were not acquired by the U.S. Geological Survey (USGS) and thus have not been reviewed for accuracy and completeness by the USGS. They are presented as part of this data series for convenience of the user only, as part of an effort to make published ground-failure inventories more accessible from a single aggregated site. No warranty, expressed or implied, is made regarding the display or utility of the data on any other system or for general or scientific purposes, nor shall the act of distribution constitute any such warranty.
DOI: 10.13126/unical.it/dottorati/1106
title: Genetic analysis of neuroblastoma in African-Americans

description: Dottorato di Ricerca in: Ricerca Operativa, XXIV Ciclo, a.a. 2008-2011
DOI: 10.17632/4hj7r2r542.1
title: Data for: Optimization of the vegetable oil composition in alkyd resins: a kinetic approach based on FAMEs autoxidation

description: contains: GC-MS and NRM of the FAMEs from oils the kinetics of the autoxidation of FAMEs mixture
DOI: 10.7931/j2qn64wd
title: Trait variation and the whole plant economic spectrum
DOI: 10.13126/unical.it/dottorati/1107
title: Models and Policies for Service Industries via Revenue Management

description: Dottorato di Ricerca in: Ricerca Operativa, XXIV Ciclo, a.a. 2008-2011
DOI: 10.13126/unical.it/dottorati/1108
title: Applicazione della programmazione stocastica nella gestione delle sale operatorie

description: Dottorato di Ricerca in: Ricerca Operativa, XXIV Ciclo, a.a. 2010-2011
DOI: 10.13126/unical.it/dottorati/1109
title: Modelli e metodi di ottimizzazione nella progettazione, organizzazione e gestione dei Centri di Distribuzione

description: Dottorato di Ricerca in: Ricerca Operativa, XXIV Ciclo SSD, a.a. 2011
DOI: 10.13126/unical.it/dottorati/1110
title: DNA variability and longevity

description: Dottorato di Ricerca in: Ricerca Operativa, XXIV Ciclo SSD MAT/09a.a. 2011
DOI: 10.13126/unical.it/dottorati/1111
title: The bid generation problem in combinatorial auctions for transportation service procurement

description: Dottorato di Ricerca in: Ricerca Operativa, XXIII Ciclo, a.a. 2011
DOI: 10.5281/zenodo.883103
title: Ngozumpa Glacier Gokyo Ice Cliffs Photographic Surface Model

description: Data files of a photographic surface model of three ice cliffs exposed on the surface of the Ngozumpa Glacier ( 27°57′N, 85°42′E), Nepal, near the village of Gokyo.

Details of how the data were produced:


	1160 full resolution JPEG images were used to make the difgital surface model (DSM)
	Photos were taken using Nikon D5000 with 100mm Tamron macro lens on 4th April 2016
	7 ground control points (GCPs) within the captured scene were used to scale and georeference the DSM
	GCPs were measured using a Trimble XH6000 with Tornado antenna as rover and a Trimble Geo7X with Zephyr antenna as a local base station
	Agisoft Photoscan (v1.26) was used to make the DSM using a SfM-MVS workflow
	Point pairs appearing in only one  image pair and havoing a reprojection error grreater than 0.5 pixels were removed
	Model optimization was done using default parameters of f, b1, b2, cx, cy, k1-4, p1 and p2 and, as the lens distortion plot showed no extreme skewing or distortion, these optimization settings were accepted.
	The dense point cloud was generated using the ‘High’ quality setting with ‘Aggressive’ point filtering.
	The dense point cloud was then used directly to generate the DSM and orthomosaic at resolutions of 0.046 and 0.023 m respectively.


Description of files:


	<strong>GokyoIceCliffs_POINTCLOUD.txt:</strong> dense point cloud including the whole scene covered by the photographs. Format: x,y,z, text file, WGS 84 / UTM zone 45N.
	<strong>GokyoIceCliffs_DSM_0.04.tif:</strong> 0.046 m resolution digital terrain model derived from the dense point cloud covering the area of interest including the 3 sampled ice cliffs. Format: TIFF WGS 84 / UTM zone 45N.
	<strong>GokyoIceCliffs_ORTHO_0.04.tif: </strong>0.023 m resolution orthophoto covering the area of interest including the 3 sampled ice cliffs. Format: TIFF WGS 84 / UTM zone 45N.
DOI: 10.5281/zenodo.883104
title: Ngozumpa Glacier Gokyo Ice Cliffs Photographic Surface Model

description: Data files of a photographic surface model of three ice cliffs exposed on the surface of the Ngozumpa Glacier ( 27°57′N, 85°42′E), Nepal, near the village of Gokyo.

Details of how the data were produced:


	1160 full resolution JPEG images were used to make the difgital surface model (DSM)
	Photos were taken using Nikon D5000 with 100mm Tamron macro lens on 4th April 2016
	7 ground control points (GCPs) within the captured scene were used to scale and georeference the DSM
	GCPs were measured using a Trimble XH6000 with Tornado antenna as rover and a Trimble Geo7X with Zephyr antenna as a local base station
	Agisoft Photoscan (v1.26) was used to make the DSM using a SfM-MVS workflow
	Point pairs appearing in only one  image pair and havoing a reprojection error grreater than 0.5 pixels were removed
	Model optimization was done using default parameters of f, b1, b2, cx, cy, k1-4, p1 and p2 and, as the lens distortion plot showed no extreme skewing or distortion, these optimization settings were accepted.
	The dense point cloud was generated using the ‘High’ quality setting with ‘Aggressive’ point filtering.
	The dense point cloud was then used directly to generate the DSM and orthomosaic at resolutions of 0.046 and 0.023 m respectively.


Description of files:


	<strong>GokyoIceCliffs_POINTCLOUD.txt:</strong> dense point cloud including the whole scene covered by the photographs. Format: x,y,z, text file, WGS 84 / UTM zone 45N.
	<strong>GokyoIceCliffs_DSM_0.04.tif:</strong> 0.046 m resolution digital terrain model derived from the dense point cloud covering the area of interest including the 3 sampled ice cliffs. Format: TIFF WGS 84 / UTM zone 45N.
	<strong>GokyoIceCliffs_ORTHO_0.04.tif: </strong>0.023 m resolution orthophoto covering the area of interest including the 3 sampled ice cliffs. Format: TIFF WGS 84 / UTM zone 45N.
DOI: 10.5063/f1mg7mkk
title: Surveys of Forest Birds on Puerto Rico, 2015

description: A predictive model of the distribution of wintering habitat for Bicknell’s Thrush (Catharus bicknelli) (McFarland et al. 2013) indicated that a considerable extent of potentially suitable habitat for Bicknell's Thrush exists in the central highlands of Puerto Rico. This region has never been surveyed for the species. To test the predictions of the winter habitat model, and to better clarify the species’ distribution during the winter, we conducted surveys in areas throughout Puerto Rico identified as potentially suitable habitat.  

We conducted field surveys from January 2015 through March 2015. We visited 43 1-km2 cells that we selected from the winter habitat model using a generalized random tessellation stratified (GRTS) sampling approach. Within each cell, we surveyed a minimum of 3-5 points that were &gt;250 meters apart.  The location of points within each cell was determined systematically based on accessibility - all points were in forest adjacent to roads - and to ensure an even distribution of points across the cell.  Forest cover within a 50-m radius around each point was at least 50%. At each point, a single observer counducted 4 repeated surveys. Each survey lasted for 2.5 minutes, and repeated surveys were conducted in sequence, one after another.  A 1-minute playback of Bicknell’s Thrush vocalizations was broadcast before the second and fourth surveys; there was no delay the second and third surveys. Individuals of all species detected during each survey were registered.

References

McFarland KP, Rimmer CC, Goetz JE, Aubry Y, Wunderle JM Jr, Sutton A, Townsend JM, Sosa AL, Kirkconnell A. A winter distribution model for Bicknell's Thrush (Catharus bicknelli), a conservation tool for a threatened migratory songbird. PLoS One. 2013;8(1) e53986. doi:10.1371/journal.pone.0053986. PMID: 23326554; PMCID: PMC3541143.
DOI: 10.5517/ccdc.csd.cc1prq6c
title: CCDC 1571923: Experimental Crystal Structure Determination

description: Related Article: Brian W. Skelton, John B. Bremner|2017|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5285/56df6379-5b2b-160b-e053-6c86abc01f07
title: NH4+ oxidation rates in the oligotrophic Atlantic Ocean using 15N isotope dilution methods during the AMT programme cruise AMT19 (JC039).

description: Ammonium oxidation rate data measured at three depths within the photic zone of the oligotrophic Atlantic Ocean. Rate measurements were made using 15-N isotope dilution techniques. Samples for the analysis of isotopic enrichment were taken during short deck incubations at sea and analysed by Gas Chromatography Mass Spectrometry at the land based laboratory.
DOI: 10.5281/zenodo.877217
title: Supporting Data: Land-Use Change Alters The Mechanisms Assembling Rainforest Mammal Communities In Borneo

description: These supporting data files were used in the analyses for a forthcoming<em> </em>paper (DOI to be confirmed). The two files consist of: 

1. Combined camera trap and live trap species-abundance matrix. Each row corresponds to a separate location, with species in different columns. Old-growth forest, logged forest and oil palm plantation locations have the prefixes "Old", "Log" and "Palm", respectively. Values in each cell are the number of independent captures (as defined in the paper) per seven days summed over the camera- and live-trapping protocols.

2. Covariate data for each location, covering habitat structure, topography and local landscape context (covariates as defined in the paper).
DOI: 10.5281/zenodo.848304
title: We9V Widband Iq Data Low Bands 30M, 40M, 80M And 160M During Solar Eclipse

description: Chad Kurszewski

Amateur Radio Callsign:  WE9V

Station Location:  42.554568 N, 88.050680 W

Receiver:  Software Radio Laboratory LLC | QS1R, with DX Engineering RPA-1 16dB pre-amplifier

Antenna:  1/4 wave 30M Groundplane (vertical, omnidirectional), ground mounted

Recorded IQ data for 96kHz bandwidth, 30M (10 MHz), 40M (7 MHz), 80M (3.5 MHz) and 160M (1.8 MHz), one file every 15 minutes for each band
DOI: 10.5281/zenodo.848305
title: We9V Widband Iq Data Low Bands 30M, 40M, 80M And 160M During Solar Eclipse

description: Chad Kurszewski

Amateur Radio Callsign:  WE9V

Station Location:  42.554568 N, 88.050680 W

Receiver:  Software Radio Laboratory LLC | QS1R, with DX Engineering RPA-1 16dB pre-amplifier

Antenna:  1/4 wave 30M Groundplane (vertical, omnidirectional), ground mounted

Recorded IQ data for 96kHz bandwidth, 30M (10 MHz), 40M (7 MHz), 80M (3.5 MHz) and 160M (1.8 MHz), one file every 15 minutes for each band
DOI: 10.5281/zenodo.877216
title: Supporting Data: Land-Use Change Alters The Mechanisms Assembling Rainforest Mammal Communities In Borneo

description: These supporting data files were used in the analyses for a forthcoming<em> </em>paper (DOI to be confirmed). The two files consist of: 

1. Combined camera trap and live trap species-abundance matrix. Each row corresponds to a separate location, with species in different columns. Old-growth forest, logged forest and oil palm plantation locations have the prefixes "Old", "Log" and "Palm", respectively. Values in each cell are the number of independent captures (as defined in the paper) per seven days summed over the camera- and live-trapping protocols.

2. Covariate data for each location, covering habitat structure, topography and local landscape context (covariates as defined in the paper).
DOI: 10.7931/j298855n
title: Stream baiting for forest Phytophthora surveillance
DOI: 10.17632/hcc3r36bbc.1
title: Data for: Superfetation increases total fecundity in a viviparous fish regardless of the particular environmental context

description: Data on superfetation, water velocity, population density, and adult mortality of the livebearing fish Poeciliopsis baenschi (Poeciliidae).
DOI: 10.5517/ccdc.csd.cc1pry4j
title: CCDC 1572138: Experimental Crystal Structure Determination

description: Related Article: Brian W. Skelton, John B. Bremner|2017|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1pry7m
title: CCDC 1572141: Experimental Crystal Structure Determination

description: Related Article: Olivier Blacque, Christina Schütze, Heinz Berke|2017|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.