cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.2594684
title: Mulit-Criteria Power Line Routeing GIS_dataset 2

description: The dataset presented here contains GIS (Geographic Information System) data relevant for infrastructure projects, specifically development of DC grid.

The data has been sourced from a range of sources and proceeded to be compatible for combination and analysis. For each data set included, the conversion of the original data into a 500m grid in EPSG 31468 projection with the raster calculator implemented in QGIS has been carried out.


	Elevation


The elevation data originate from the EEA [1]. The resolution of the original data corresponds to about 25m and is available in raster format. The bilinear resampling method was used to determine the values of the new grid fields.


	Landscape quality assessment


Uniform assessment per grid field between 0 (low) and 10 (high) derived from the original data set of [2] with a total of information on 44 primary land use types based on the assessment criteria of [3]. The data set used here is the CLC2012 which refers to the reference year 2012. 


	Population density


Source of population density is a raster grid provided by the [4] which expresses the number of people per pixel with a resolution of 250m x 250m. The base year for population data is 2015.


	Protected areas


Reduction of data from [5] to continental Europe and change of projection.


	Slope


Derived from elevation data based on [1]. The slope is calculated by the tilt angle for each raster cell in degrees based on the first-order derivation.
description: {"references": ["[1] European Environment Agency.\u00a0 Digital Elevation Model over Europe (EU-DEM).\u00a0 Data retrieved from\u00a0https://www.eea.europa.eu/data-and-maps/data/copernicus-land-monitoring-service-eu-dem#tab-gis-data", "[2] European Environment Agency.\u00a0 Corine Land Cover 2012. Data retrieved from\u00a0https://land.copernicus.eu/pan-european/corine-land-cover", "[3] Br\u00e4m, R. Methode einer fl\u00e4chendeckenden Landschaftsbildbewertung der Schweiz basierend auf Sichtbarkeits- und Vektoranalysen im GIS. Technical report, Paris Lodron-Universit\u00e4t Salzburg, 2013", "[4] European Commission Joint Research Centre; Columbia University Center for International Earth Science Information476Network.\u00a0 GHS population grid, derived from GPW4, multitemporal (1975, 1990, 2000, 2015), 2018. The data retrieved from\u00a0http://data.jrc.ec.europa.eu/dataset/jrc-ghsl-ghs_pop_gpw4_globe_r2015a", "[5] IUCN and UNEP-WCMC. The World Database on Protected Areas (WDPA), 2018. Data retrieved from\u00a0https://www.protectedplanet.net/"]}
DOI: 10.5281/zenodo.2598363
title: DCASE2017 Challenge Submissions Package

description: This package contains all submitted systems to DCASE2017 Challenge: system outputs and technical reports describing the systems. This package is meant to archive the DCASE0217 Challenge outcome and enable later evaluation with additional evaluation metrics. When referring to the <strong>DCASE2017 Challenge Submissions Package</strong> use the following: A. Mesaros, A. Diment, T. Heittola, B. Elizalde, E. Vincent, B. Raj, and T. Virtanen. <em>Sound Event Detection in the DCASE 2017 Challenge</em>. IEEE/ACM Transactions on Audio, Speech, and Language Processing, accepted
description: {"references": ["A. Mesaros, A. Diment, T. Heittola, B. Elizalde, E. Vincent, B. Raj, and T. Virtanen. Sound Event Detection in the DCASE 2017 Challenge. IEEE/ACM Transactions on Audio, Speech, and Language Processing, accepted"]}
DOI: 10.5281/zenodo.2598364
title: DCASE2017 Challenge Submissions Package

description: This package contains all submitted systems to DCASE2017 Challenge: system outputs and technical reports describing the systems. This package is meant to archive the DCASE0217 Challenge outcome and enable later evaluation with additional evaluation metrics. When referring to the <strong>DCASE2017 Challenge Submissions Package</strong> use the following: A. Mesaros, A. Diment, T. Heittola, B. Elizalde, E. Vincent, B. Raj, and T. Virtanen. <em>Sound Event Detection in the DCASE 2017 Challenge</em>. IEEE/ACM Transactions on Audio, Speech, and Language Processing, accepted
description: {"references": ["A. Mesaros, A. Diment, T. Heittola, B. Elizalde, E. Vincent, B. Raj, and T. Virtanen. Sound Event Detection in the DCASE 2017 Challenge. IEEE/ACM Transactions on Audio, Speech, and Language Processing, accepted"]}
DOI: 10.5063/f1nv9ghw
title: Salmon age, sex, and length data from Lower Cook Inlet, Alaska, 1961-2014

description: Age, sex and length data provide population dynamics information that can indicate how populations trends occur and may be changing. These data can help researchers estimate population growth rates, age-class distribution and population demographics. Knowing population demographics, growth rates and trends is particularly valuable to fisheries managers who must perform population assessments to inform management decisions. These data are therefore particularly important in valuable fisheries like the salmon fisheries of Alaska. This dataset includes age, sex and length data compiled from annual sampling of commercial and subsistence salmon harvests and research projects in the Upper Cook Inlet. It includes data on five salmon species: chinook, chum, coho, pink and sockeye. Age estimates were made by examining scales or bony structures (e.g. otoliths - ear bones). Scales were removed from the side of the fish; usually the left side above the lateral line. Scales or bony structures were then mounted on gummed cards and pressed on acetate to make an impression. The number of freshwater and saltwater annuli (i.e. rings) was counted to estimate age in years. Age is recorded in European Notation, which is a method of recording both fresh and saltwater annuli. For example, for a fish that spent one year in freshwater and 3 years in saltwater, its age is recorded as 1.3. The total fish age is the sum of the first and second numbers, plus one to account for the time between deposition and emergence. Therefore the fish in this example is 5 years old. Fish sex was determined by either examining external morphology (eg. head and belly shape) or internal sex organ. Length was measured in millimeters, generally from mid-eye to the fork of the tail. This data package includes a .csv of ASL data (ASL_formatted_LowerCookInlet.csv) derived from an original data file (ASL_ALL.csv), a file containing location information (HEADER_ALL.csv), a file containing gear information (LUT_GEAR), and a file containing sex information (LUT_GENDER_DETERMINATION_CODE.csv). The reformatting script (ASL_Formatting_LowerCookInlet.R) draws pertinent columns from the data file and combines it with information from the metadata and locations files.
DOI: 10.5281/zenodo.2600266
title: Hyperparameter tuning and performance assessment of statistical and machine-learning algorithms using spatial data

description: This is a research compendium (RC) for the publication "Hyperparameter tuning and performance assessment of statistical and machine-learning algorithms using spatial data".

The code (including figures, appendices and the manuscript) is packed in <strong>pathogen-modeling-master.zip</strong> or can be found directly in the Github repository.

<strong>Publication figures</strong>: analysis/paper/submission/3/latex-source-files/

<strong>Appendices</strong>: analysis/paper/submission/3/

This RC represents a static snapshot of the publication mentioned above. The Github repo will receive changes after the publication was published.
DOI: 10.17632/vv75jpr5hh.1
title: Data for: Additions of sugar and nitrogenous fertiliser affect plant nitrogen status and soil microbial communities

description: Supplementary File 1: Alpha diversity metrics for each soil sample Supplementary File 2: Relative abundance of 16S rRNA features (OTUs) for each sample in the dataset rarefied to 7471 reads Supplementary File 3: Relative abundance of fungal ITS features (OTUs) for each sample in the dataset rarefied to 41,958 reads
DOI: 10.6073/pasta/038bb8be3d39e5333cd7f2d88aa6e0ce
title: Continuous precipitation and stream chemistry data, Hubbard Brook Ecosystem Study, 1963 – present.

description: The Hubbard Brook Ecosystem Study officially began on 1 June 1963. 
  This archive contains HBWatER, the results of &gt;50 years of
  collection and analysis of weekly stream water and precipitation
  samples obtained from 1 June 1963 to the most recently approved water
  year. Stream chemistry is reported for nine gauged watersheds and the
  mainstem of Hubbard Brook. Precipitation chemistry is reported for
  rain collectors on both the north facing and south facing slopes of
  the Hubbard Brook valley. All solute data are reported as
  concentrations in (mg/l).  HBWatER originated with the idea of
  applying the small watershed approach to study element flux and
  cycling through intact ecosystems. These chemical data have been used
  in conjunction with continuous streamflow and precipitation records to
  estimate watershed biogeochemical inputs and outputs. Such records
  have been instrumental in: identifying the existence and the impact of
  acid rain and then documenting its decline and legacy impacts on
  forested watersheds; documenting the effects of deforestation and
  natural forest disturbance on ecosystem nutrient exports; and in
  constructing element budgets for ecosystems over succession. Hundreds
  of published papers have taken advantage of HBWatER to understand how
  elements cycle through ecosystems.

      
  These data were gathered as part of the Hubbard Brook Ecosystem Study
  (HBES). The HBES is a collaborative effort at the Hubbard Brook
  Experimental Forest, which is operated and maintained by the USDA
  Forest Service, Northern Research Station.
DOI: 10.5063/f1j38qtx
title: Sockeye and chinook salmon brood tables, Goodnews River, Alaska, 1981-2015.

description: Brood tables, also called run reconstructions, utilize annual estimates of the total run (commercial catch plus escapement), and samples of ages, to estimate the number of recruits per age class. These data are useful for salmon biologists to understand salmon productivity and salmon life histories. This dataset consists of an original brood table for sockeye salmon from the Goodnews River (Middle Fork) in excel format, an R script that slightly reformats this dataset into a format consistent with other brood tables collected as part of the State of Alaskan Salmon and People project, and the reformatted file as a .csv file. Also included is a Alaska Department of Fish and Game report (pdf format), from which the chinook brood table (Goodnews_chinook.csv) was extracted. For the sockeye brood table, age classes are given in European Notation, where the first number is the number of winters spent in freshwater before going to sea (1 winter in freshwater = age-1.X), and the second number is the number of winters spent at se (3 winters at sea = age-X.3). The chinook brood table contains ages given in total age (freshwater age + ocean age + 1).
DOI: 10.5517/ccdc.csd.cc207v48
title: CCDC 1854579: Experimental Crystal Structure Determination

description: Related Article: Zhi Tang, Zhou Tong, Zhihui Xu, Chak-Tong Au, Renhua Qiu, Shuang-Feng Yin|2019|Green Chemistry|21|2015|doi:10.1039/C9GC00305C
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.cc21xtg8
title: CCDC 1904530: Experimental Crystal Structure Determination

description: Related Article: Arnold L. Rheingold and Mitchell Malachowski|2019|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.cc21xth9
title: CCDC 1904531: Experimental Crystal Structure Determination

description: Related Article: Arnold L. Rheingold and Peter Iovine|2019|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: 10.5281/zenodo.2587707
title: On-farm study reveals positive relationship between gas transport capacity and organic carbon content in arable soil (Data set)

description: Data used for "On-farm study reveals positive relationship between gas transport capacity and organic carbon content in arable soil" by Colombi T, Walder F, Büchi L, Sommer M, Liu K, Six J, van der Heijden M, Charles R and Keller T. (2019). SOIL. 5, 91-105, https://doi.org/10.5194/soil-5-91-2019.

.txt file "MetaInformation_On-farm study reveals positive relationship between gas transport capacity and organic carbon content in arable soil" contains all necessary meta-information
DOI: 10.5281/zenodo.2587708
title: On-farm study reveals positive relationship between gas transport capacity and organic carbon content in arable soil (Data set)

description: Data used for "On-farm study reveals positive relationship between gas transport capacity and organic carbon content in arable soil" by Colombi T, Walder F, Büchi L, Sommer M, Liu K, Six J, van der Heijden M, Charles R and Keller T. (2019). SOIL. 5, 91-105, https://doi.org/10.5194/soil-5-91-2019.

.txt file "MetaInformation_On-farm study reveals positive relationship between gas transport capacity and organic carbon content in arable soil" contains all necessary meta-information
DOI: 10.5517/ccdc.csd.cc209flc
title: CCDC 1856112: Experimental Crystal Structure Determination

description: Related Article: Lingyi Shen, Yanxia Zhao, Qiong Luo, Qian-Shu Li, Bin Liu, Carl Redshaw, Biao Wu, Xiao-Juan Yang|2019|Dalton Trans.|48|4643|doi:10.1039/C9DT00819E
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.cc209fmd
title: CCDC 1856113: Experimental Crystal Structure Determination

description: Related Article: Lingyi Shen, Yanxia Zhao, Qiong Luo, Qian-Shu Li, Bin Liu, Carl Redshaw, Biao Wu, Xiao-Juan Yang|2019|Dalton Trans.|48|4643|doi:10.1039/C9DT00819E
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.cc209fnf
title: CCDC 1856114: Experimental Crystal Structure Determination

description: Related Article: Lingyi Shen, Yanxia Zhao, Qiong Luo, Qian-Shu Li, Bin Liu, Carl Redshaw, Biao Wu, Xiao-Juan Yang|2019|Dalton Trans.|48|4643|doi:10.1039/C9DT00819E
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.cc20fldg
title: CCDC 1860105: Experimental Crystal Structure Determination

description: Related Article: Wenli Ma, Lihua Guo, Zhenzhen Tian, Shumiao Zhang, Xiangdong He, JuanJuan Li, Yuliang Yang, Zhe Liu|2019|Dalton Trans.|48|4788|doi:10.1039/C9DT00999J
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: 10.5281/zenodo.2600316
title: MedleyDB - Melody Subset

description: <strong>Subset of MedleyDB</strong>: Mix audio files and Melody Annotations for the 108 files in the MedleyDB multitrack dataset containing melody.

There are 3 types of melody annotations released:


	melody1: "The f0 curve of the predominant melodic line drawn from a single source"
	melody2: "The f0 curve of the predominant melodic line drawn from multiple sources"
	melody3: "The f0 curves of all melodic lines drawn from multiple sources"


For further details, refer to the MedleyDB website.

<strong>Further Annotation and Metadata files are version controlled and are available in the MedleyDB github repository: </strong><em>Metadata</em> can be found here, <em>Annotations</em> can be found here.

For detailed information about the dataset, please visit MedleyDB's website.

 

If you make use of MedleyDB for academic purposes, please cite the following publication:<br>
<br>
<em>R. Bittner, J. Salamon, M. Tierney, M. Mauch, C. Cannam and J. P. Bello, "MedleyDB: A Multitrack Dataset for Annotation-Intensive MIR Research", in 15th International Society for Music Information Retrieval Conference, Taipei, Taiwan, Oct. 2014.</em>
description: {"references": ["R. Bittner, J. Salamon, M. Tierney, M. Mauch, C. Cannam and J. P. Bello, \"MedleyDB: A Multitrack Dataset for Annotation-Intensive MIR Research\", in 15th International Society for Music Information Retrieval Conference, Taipei, Taiwan, Oct. 2014."]}
DOI: 10.5281/zenodo.2600317
title: MedleyDB - Melody Subset

description: <strong>Subset of MedleyDB</strong>: Mix audio files and Melody Annotations for the 108 files in the MedleyDB multitrack dataset containing melody.

There are 3 types of melody annotations released:


	melody1: "The f0 curve of the predominant melodic line drawn from a single source"
	melody2: "The f0 curve of the predominant melodic line drawn from multiple sources"
	melody3: "The f0 curves of all melodic lines drawn from multiple sources"


For further details, refer to the MedleyDB website.

<strong>Further Annotation and Metadata files are version controlled and are available in the MedleyDB github repository: </strong><em>Metadata</em> can be found here, <em>Annotations</em> can be found here.

For detailed information about the dataset, please visit MedleyDB's website.

 

If you make use of MedleyDB for academic purposes, please cite the following publication:<br>
<br>
<em>R. Bittner, J. Salamon, M. Tierney, M. Mauch, C. Cannam and J. P. Bello, "MedleyDB: A Multitrack Dataset for Annotation-Intensive MIR Research", in 15th International Society for Music Information Retrieval Conference, Taipei, Taiwan, Oct. 2014.</em>
description: {"references": ["R. Bittner, J. Salamon, M. Tierney, M. Mauch, C. Cannam and J. P. Bello, \"MedleyDB: A Multitrack Dataset for Annotation-Intensive MIR Research\", in 15th International Society for Music Information Retrieval Conference, Taipei, Taiwan, Oct. 2014."]}
DOI: 10.7925/drs1.duchas_5122430
title: Festival Customs

description: Story collected by Michael Conlon, a student at Tang school (Tang, Co. Westmeath) from informant Mr Conlon.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher T. Ó Caisil.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5132174
title: Nine Days

description: Story collected by Nicholas Furlong, a student at Scoil na mBráthar, Loch Garman school (Wexford, Co. Wexford) from informant Mrs Furlong.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher An Br. D. C. Ó hÉilighe.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5109542
title: Local Fairs

description: Story collected by Michael Gillic, a student at Kilbride school (Kilbride, Co. Meath) from informant an unidentified informant.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Áine, Bean Ní Mháirtín.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4816939
title: Present Day Travelling Folk

description: Story collected by Ethel Gillanders, a student at Killymarley school (Killymarly, Co. Monaghan) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Bean Uí Chléirigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5122431
title: Cures

description: Story collected by Maureen Kelly, a student at Irishtown school (Milltown, Co. Westmeath) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Margaret McNally.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5109543
title: Falling Ribs

description: Story collected by a student at St Columba's Abbey, Navan school (Navan, Co. Meath) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Br. Abban O' Donoghue.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5132175
title: Old Story

description: Story collected by Josie Neagle, a student at Clochar Naoimh Mhuire school (St. John's, Co. Wexford) from informant James O' Driscoll.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Sr. Breandán.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4816942
title: Travelling Folk - Shoemakers

description: Story collected by Ethel Gillanders, a student at Killymarley school (Killymarly, Co. Monaghan) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Bean Uí Chléirigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.