cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.3934884
title: Tree measurements and summaries of the field plots used to develop Rojo and Montero (1996) yield tables for Pinus sylvestris L. in central Spain

description: Tree measurements for principal trees and trees marked for thinning and summaries of the Pinus silvestris L. plots measured for the construction of Rojo and Montero (1996) Pinus sylvestris L. yield tables for central Spain. PRM_Functions.R contains R functions implementing parameter recovery methods to transform Rojo and Montero (1996) Pinus sylvestris L. yield tables into a diameter distribution model. <strong>Trees.csv: </strong>Comma separated file with headers in the first row. Each record represents a measured tree. Fields: "PlotID": Identifier of the plot where the tree was measured "Type": Code indicating if the tree was marked for thinning. "ID_tree" Tree_Identifier "DBH1": First Diameter at breast height measurement for the tree.(mm) "DBH2" Second diameter at breast height measurement for the tree. The second measurement was taken in the direction perpendicular to the first measurement. (mm) "DBHmean": Mean of DBH 1 and DBH 2 <strong>and converted to cm</strong> (cm) <strong>Plot_summaries.csv: </strong>Comma separated file with headers in the first row. Data digitized from Annex II of Rojo and Montero (1996). Each record contains different forest attributes of the plot. Fields: "PlotID": Identifier of the plot where the tree was measured "Age": Age of the plot determined from tree cores (Years) "Ho" Assman Dominant height for the plot (meters) "SiteIndex": Site index for the plot in meters. Site index is defined as the dominant height in meters measured or expected for the plot for an Age of 100 years. "MeanH" Mean tree height (m) "Dg" Quadratic mean diameter (cm) "Do" Dominant diameter. Mean diameter of the 100 largest trees of a hectare (cm) "N" Stand density (trees per hectare) "G" Plot basal area (m<sup>2</sup>/ha) "V" Total plot volume per unit area (m<sup>3</sup>/ha) "DeltaV" Periodic increment of merchantable volume (m<sup>3</sup>/ha) "Bark" Average percentage of total volume that is Bark. (%) <strong>PRM_Functions.R: </strong>R functions to solve parameter recovery systems of equations based on mean and quadratic mean diameter and dominant diameter, quadratic mean diameter and stand density. Details provided as comments. <strong>References</strong> Rojo Alberto, Montero G (1996) El pino silvestre en la Sierra de Guadarrama: historia y selvicultura de los Pinares de Cercedilla, Navacerrada y Valsain. Ministerio de Agricultura, Pesca y Alimentación, Secretaria General Tecnica, Centro de Publicaciones, Madrid
description: {"references": ["Rojo Alberto, Montero G (1996) El pino silvestre en la Sierra de Guadarrama: historia y selvicultura de los Pinares de Cercedilla, Navacerrada y Valsain. Ministerio de Agricultura, Pesca y Alimentaci\u00f3n, Secretaria General Tecnica, Centro de Publicaciones, Madrid"]}
DOI: 10.3886/e120231v1
title: Sustainable construction practices assessment

description: This study focuses on sustainable construction practices in Venezuela through identifying its current status as well as barriers and challenges to the implementation of such practices.
DOI: 10.3886/e120231
title: Sustainable construction practices assessment

description: This study focuses on sustainable construction practices in Venezuela through identifying its current status as well as barriers and challenges to the implementation of such practices.
DOI: 10.3886/e117974v1-25300
title: Jacob Kaplan's Concatenated Files: Uniform Crime Reporting (UCR) Program Data: Human Trafficking 2013-2018

description: For any questions about this data please email me at jacob@crimedatatool.com. If you use this data, please cite it.<br>This Human Trafficking data set is an FBI data set that is part of the annual Uniform Crime Reporting (UCR) Program data. This data contains information about human trafficking offenses reported in the United States. There are two crimes that are included in this data set: commercial sex acts and involuntary servitude. The information is the number of these crimes that are reported, to have actually occurred (based upon an investigation into the report), to not have occurred ("unfounded"), cleared by arrest of at least one person, and cleared by arrest where all offenders are under the age of 18.<br> The data sets here combine data from the years 2013-2018 (the only years available) into a single file for annual data and a single file for monthly data (data does not get more precise than monthly counts). I also added state, county, and place FIPS code from the LEAIC (crosswalk). <br><br>All the data was is from the FBI and read into R using the package asciiSetupReader. All work to clean the data and save it in various file formats was also done in R. For the R code used to clean this data, see here. https://github.com/jacobkap/crime_data. The raw (in fixed-width ASCII format) was downloaded on the FBI's website here: https://crime-data-explorer.fr.cloud.gov/downloads-and-docs<br><br>The following definitions are from the FBI's UCR manual which is included in each zip file available to download. Please see pages 55-58 of that manual for more information, including examples of each offense.<br>Human Trafficking - Commercial Sex Acts: Inducing a person by force, fraud, or coercion to participate in commercial sex acts, or in which the person induced to perform such act(s) has not attained 18 years of age.<br>Human Trafficking - Involuntary Servitude: The obtaining of a person(s) through recruitment, harboring, transportation, or provision, and subjecting such persons by force, fraud, or coercion into involuntary servitude, peonage, debt bondage, or slavery (not to include commercial sex acts).
description: Smallest Geographic Unit: Police agency
DOI: 10.3886/e117974v1-25302
title: Jacob Kaplan's Concatenated Files: Uniform Crime Reporting (UCR) Program Data: Human Trafficking 2013-2018

description: For any questions about this data please email me at jacob@crimedatatool.com. If you use this data, please cite it.<br>This Human Trafficking data set is an FBI data set that is part of the annual Uniform Crime Reporting (UCR) Program data. This data contains information about human trafficking offenses reported in the United States. There are two crimes that are included in this data set: commercial sex acts and involuntary servitude. The information is the number of these crimes that are reported, to have actually occurred (based upon an investigation into the report), to not have occurred ("unfounded"), cleared by arrest of at least one person, and cleared by arrest where all offenders are under the age of 18.<br> The data sets here combine data from the years 2013-2018 (the only years available) into a single file for annual data and a single file for monthly data (data does not get more precise than monthly counts). I also added state, county, and place FIPS code from the LEAIC (crosswalk). <br><br>All the data was is from the FBI and read into R using the package asciiSetupReader. All work to clean the data and save it in various file formats was also done in R. For the R code used to clean this data, see here. https://github.com/jacobkap/crime_data. The raw (in fixed-width ASCII format) was downloaded on the FBI's website here: https://crime-data-explorer.fr.cloud.gov/downloads-and-docs<br><br>The following definitions are from the FBI's UCR manual which is included in each zip file available to download. Please see pages 55-58 of that manual for more information, including examples of each offense.<br>Human Trafficking - Commercial Sex Acts: Inducing a person by force, fraud, or coercion to participate in commercial sex acts, or in which the person induced to perform such act(s) has not attained 18 years of age.<br>Human Trafficking - Involuntary Servitude: The obtaining of a person(s) through recruitment, harboring, transportation, or provision, and subjecting such persons by force, fraud, or coercion into involuntary servitude, peonage, debt bondage, or slavery (not to include commercial sex acts).
description: Smallest Geographic Unit: Police agency
DOI: 10.5281/zenodo.3937859
title: Submitted Completed pointings to the Gravitational Wave Treasure Map for event TEST_EVENT

description: Attached in a .json file is the completed pointing information for 2 observation(s) for the EM counterpart search associated with the gravitational wave event TEST_EVENT. These observations were taken on the DLT40 instrument.
DOI: 10.5281/zenodo.3937858
title: Submitted Completed pointings to the Gravitational Wave Treasure Map for event TEST_EVENT

description: Attached in a .json file is the completed pointing information for 2 observation(s) for the EM counterpart search associated with the gravitational wave event TEST_EVENT. These observations were taken on the DLT40 instrument.
DOI: 10.18112/openneuro.ds003004.v1.0.0
title: Emotion Study
DOI: 10.5281/zenodo.3937399
title: Long-Term Global Satellite Soil Moisture from Maximized Temporal Correlations (1998-2015)

description: A long-term merged satellite soil moisture product spanning 1998 to 2015. An existing combination approach that maximizes temporal correlations is used to combine six passive microwave satellite soil moisture products within the period. These include the Special Sensor Microwave Imagers (SSM/I), the Tropical Rainfall Measuring Mission (TRMM/TMI), the Advanced Microwave Scanning Radiometer-Earth Observing System (AMSR-E) sensor on the National Aeronautics and Space Administration’s (NASA) Aqua satellite, the WindSAT radiometer, onboard the Coriolis satellite and the soil moisture retrievals from the Advanced Microwave Scanning Radiometer 2 (AMSR2) sensor onboard the Global Change Observation Mission on Water (GCOM-W). The sixth is the microwave radiometer imager (MWRI) onboard China’s Fengyun-3B (FY3B) satellite, which is being used for the first time in a merging scheme. For more details on the quality of the data and the methodology used, please refer to the references listed: Hagan, D.F.T.; Wang, G.; Kim, S.; Parinussa, R.M.; Liu, Y.; Ullah, W.; Bhatti, A.S.; Ma, X.; Jiang, T.; Su, B. Maximizing Temporal Correlations in Long-Term Global Satellite Soil Moisture Data-Merging. Remote Sens. 2020, 12, 2164. Kim, S.; Parinussa, R.M.; Liu, Y.Y.; Johnson, F.M.; Sharma, A. A framework for combining multiple soil moisture retrievals based on maximizing temporal correlation. Geophys. Res. Lett. 2015, 42, 6662–6670.
description: This research was funded by the National Key Research and Development Program of China, Grant Number 2017YFA0603701; the National Natural Science Foundation of China Grant Numbers, 41875094 and 41850410492; and the Sino-German Cooperation Group Project (GZ1447).
description: {"references": ["Hagan, D.F.T.; Wang, G.; Kim, S.; Parinussa, R.M.; Liu, Y.; Ullah, W.; Bhatti, A.S.; Ma, X.; Jiang, T.; Su, B. Maximizing Temporal Correlations in Long-Term Global Satellite Soil Moisture Data-Merging. Remote Sens. 2020, 12, 2164.", "Kim, S.; Parinussa, R.M.; Liu, Y.Y.; Johnson, F.M.; Sharma, A. A framework for combining multiple soil moisture retrievals based on maximizing temporal correlation. Geophys. Res. Lett. 2015, 42, 6662\u20136670."]}
DOI: 10.25919/5ea22a86a740c
title: Nitrogenase proteins

description: Proteomic analysis of Nif proteins expressed in bacteria
DOI: 10.5287/bodleian:4r5rw0dqg
title: PASCALE Spectral Data for OSIRIS-REx
DOI: 10.25959/5f07c308bc2df
title: Assessment of magmatic fertility using pXRF on altered rocks from the Ordovician Macquarie Arc, New South Wales
DOI: 10.5281/zenodo.3937879
title: Submitted Completed pointings to the Gravitational Wave Treasure Map for event TEST_EVENT

description: Attached in a .json file is the completed pointing information for 2 observation(s) for the EM counterpart search associated with the gravitational wave event TEST_EVENT. These observations were taken on the DECam instrument.
DOI: 10.5281/zenodo.3937878
title: Submitted Completed pointings to the Gravitational Wave Treasure Map for event TEST_EVENT

description: Attached in a .json file is the completed pointing information for 2 observation(s) for the EM counterpart search associated with the gravitational wave event TEST_EVENT. These observations were taken on the DECam instrument.
DOI: 10.5281/zenodo.3937875
title: In-situ high temperature FTIR, Raman data and breakdown temperature for phlogopite

description: This dataset contains all new data corresponding to figures in the manuscript, including in situ high temperature FTIR, Raman data, and breakdown temperature from previous studies and this study.
DOI: 10.5281/zenodo.3937874
title: In-situ high temperature FTIR, Raman data and breakdown temperature for phlogopite

description: This dataset contains all new data corresponding to figures in the manuscript, including in situ high temperature FTIR, Raman data, and breakdown temperature from previous studies and this study.
DOI: 10.5281/zenodo.3937901
title: Effect of Unloading and Reloading on Bearing Strength of Unconfined Cold-formed Steel Bolted Connections

description: This data paper presents the experimental investigation of cold-formed steel unconfined double-shear bolted connections where the applied load was stopped at different stages of loading (25% or 65% of the ultimate failure load under monotonic loading) followed by unloading, and finally reloading until failure. A total of 78 bolted connections of cold-formed steel subjected to loading-unloading and reloading condition with sheet thicknesses ranging from 0.55 to 3.0 mm, bolted with 10, 12 or 16 mm bolts were investigated and compared to the identical specimens subjected to monotonic loading. The failure mode of the specimens tested under both loading conditions was bearing of the inner sheet. The test results show that ultimate capacities obtained from unloading and reloading tests were, on average, lower than those obtained from the monotonic tests. Similar trend was also observed for the displacement corresponding to the ultimate loads. However, the effects of sheet thickness and bolt diameter were found to be less critical. This study establishes a publicly available database of control cases to build the foundation for further study into similar loading cases. This paper also alludes to several potential use cases for the available data.
DOI: 10.5281/zenodo.3937913
title: Tokenized and POS-Tagged Khmer Data of the Asian Language Treebank Project

description: * Introduction This is the Khmer ALT of the Asian Language Treebank (ALT) Corpus. English texts sampled from English Wikinews were available under a Creative Commons Attribution 2.5 License. Please refer to<br> http://www2.nict.go.jp/astrec-att/member/mutiyama/ALT/index.html<br> for an introduction of the ALT project. Khmer ALT has been developed by NICT and NIPTICT. The license of Khmer ALT is Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) License<br> https://creativecommons.org/licenses/by-nc-sa/4.0/ <br> * Contents - data_km.km-[tok|tag].nova : tokenized/POS-tagged Khmer sentences by the nova annotation system<br> # based on the following two guildelines<br> # http://www2.nict.go.jp/astrec-att/member/mutiyama/ALT/Khmer-annotation-guideline.pdf<br> # http://www2.nict.go.jp/astrec-att/member/mutiyama/ALT/Khmer-annotation-guideline-supplementary.pdf <br> * Disclaimer [1] The content of the selected English Wikinews articles have been translated for this corpus. English texts sampled from English Wikinews were available under a Creative Commons Attribution 2.5 License. Users of the corpus are requested to take careful consideration when encountering any instances of defamation, discriminatory terms, or personal information that might be found within the corpus. Users of the corpus are advised to read Terms of Use in https://en.wikinews.org/wiki/Main_Page carefully to ensure proper usage. [2] NICT bears no responsibility for the contents of the corpus and the lexicon and assumes no liability for any direct or indirect damage or loss whatsoever that may be incurred as a result of using the corpus or the lexicon. [3] If any copyright infringement or other problems are found in the corpus or the lexicon, please contact us at alt-info[at]khn[dot]nict[dot]go[dot]jp. We will review the issue and undertake appropriate measures when needed.
DOI: 10.5281/zenodo.3937904
title: Effect of Unloading and Reloading on Bearing Strength of Unconfined Cold-formed Steel Bolted Connections

description: This database presents the experimental investigation of cold-formed steel unconfined double-shear bolted connections where the applied load was stopped at different stages of loading (25% or 65% of the ultimate failure load under monotonic loading) followed by unloading, and finally reloading until failure. A total of 78 bolted connections of cold-formed steel subjected to loading-unloading and reloading condition with sheet thicknesses ranging from 0.55 to 3.0 mm, bolted with 10, 12 or 16 mm bolts were investigated.
DOI: 10.5281/zenodo.3937900
title: Effect of Unloading and Reloading on Bearing Strength of Unconfined Cold-formed Steel Bolted Connections

description: This database presents the experimental investigation of cold-formed steel unconfined double-shear bolted connections where the applied load was stopped at different stages of loading (25% or 65% of the ultimate failure load under monotonic loading) followed by unloading, and finally reloading until failure. A total of 78 bolted connections of cold-formed steel subjected to loading-unloading and reloading condition with sheet thicknesses ranging from 0.55 to 3.0 mm, bolted with 10, 12 or 16 mm bolts were investigated.
DOI: 10.17632/y63nrb48ny.1
title: Data for: Ab initio calculations of collisional line-shape parameters and generalized spectroscopic cross-sections for rovibrational dipole lines in HD perturbed by He

description: Description of supplementary material for : Ab initio calculations of collisional line–shape parameters and generalized spectroscopic cross-sections for rovibrational dipole lines in HD perturbed by He by Kamil Stankiewicz, Hubert Jóźwiak, Maciej Gancewski, Nikodem Stolarczyk, Franck Thibault, Piotr Wcisło The generalized spectroscopic cross-sections as a function of collision relative kinetic energy defined by Eq.4 are given in files HD_HeXS*.txt. The values in subsequent columns are the kinetic energy, the real part of σ0q (PBXS), the imaginary part of σ0q (PSXS), the real part of σ1q (RDXS), the imaginary part of σ1q (IDXS) and the inelastic contribution to the PBXS (Inel. Contr.). Kinetic energy is given in cm-1, the cross-sections and inelastic contribution in Å2. For example the file HD_HeXS2_0R_4.txt provides the cross-sections for the electric dipole R(4) line of the 2-0 band. The thermally averaged pressure broadening and shift coefficients (PBC and PSC), real and imaginary parts of the optical frequencies of velocity-changing collisions (Re(νopt) and Im(νopt)), defined by Eqs. 6 and 7, are given in the HD_Heline_shape*.txt files. Temperature is given in K and the values of the coefficients in 10-3 cm-1/atm. For example file HD_Heline_shape5_0P_3.txt contains data for electric dipole P(3) line of 5-0 band.
DOI: 10.25958/5efd7159d64fb
title: Upstream water flow at Kotri barrage, Sindh Pakistan [dataset]

description: The dataset contains the water flow data at Kotri barrage, Sindh Pakistan. The research study involved system dynamic modelling to capture the formal and informal water supply dynamics in developing countries and the resulting impact on the financial sustainability of the formal water supply system.
DOI: 10.25958/5efd3803d64fa
title: Household’s willingness (WTP) to pay to the utility [dataset]

description: The research study involved system dynamic modelling to capture the formal and informal water supply dynamics in developing countries and the resulting impact on the financial sustainability of the formal water supply system. The dataset contains the water use at household level, payments to the utility and household income.
DOI: 10.25958/5ed5bab3b80bc
title: Seagrass losses since mid-20th century fuelled CO2 emissions from soil carbon stocks [dataset]

description: The database compiles published data (in Salinas et al. 2020) on biogeochemical characteristics (density, organic carbon, stable carbon isotopes, sediment grain size) of cores from Posidonia australis and sinuosa soil in Cockburn Sound, Western Australia.
DOI: 10.5281/zenodo.3937995
title: [ITU-T AI Challenge] Input/Output of project "Improving the capacity of IEEE 802.11 WLANs through Machine Learning"

description: This data set will be used by participants of the ITU-T AI Challenge. The data set contains: Input files: contain information such as nodes labels, nodes position, or channels used. These files have been used to simulate the behavior of random WLAN deployments under different channel bonding conditions. Output files: contain the output of the simulations - throughput per STA, RSSI that each STA receives from its AP, and interference map from APs' point of view. More details can be found on the official website of the challenge: https://www.upf.edu/web/wnrg/ai_challenge
DOI: 10.5281/zenodo.1445685
title: Dataset for optimal Wind+Hydrogen+Other+Battery+Solar (WHOBS) electricity systems for European countries

description: Data outputs from optimisation of Wind+Hydrogen+Other+Battery+Solar (WHOBS) electricity systems for European countries. Input data and code can be found here: https://github.com/PyPSA/WHOBS The summary of the results with metadata can be found here: https://github.com/PyPSA/WHOBS/tree/master/results-181002 if you don't want to download 6 GB. To load the data, install PyPSA and do e.g. for Germany (DE) in 2030: network = pypsa.Network("DE-2030.nc") Note that in these files, in some hours batteries discharge and charge at the same time. This is because the model wants to dump energy and this behaviour has the same cost and effect as curtailing wind and solar. In the latest version of the github code, wind and solar have tiny marginal costs (0.02 and 0.01 EUR/MWh respectively) to prevent this behaviour. With these costs, curtailment is preferred.
DOI: 10.5281/zenodo.1445684
title: Dataset for optimal Wind+Hydrogen+Other+Battery+Solar (WHOBS) electricity systems for European countries

description: Data outputs from optimisation of Wind+Hydrogen+Other+Battery+Solar (WHOBS) electricity systems for European countries. Input data and code can be found here: https://github.com/PyPSA/WHOBS The summary of the results with metadata can be found here: https://github.com/PyPSA/WHOBS/tree/master/results-181002 if you don't want to download 6 GB. To load the data, install PyPSA and do e.g. for Germany (DE) in 2030: network = pypsa.Network("DE-2030.nc") Note that in these files, in some hours batteries discharge and charge at the same time. This is because the model wants to dump energy and this behaviour has the same cost and effect as curtailing wind and solar. In the latest version of the github code, wind and solar have tiny marginal costs (0.02 and 0.01 EUR/MWh respectively) to prevent this behaviour. With these costs, curtailment is preferred.
DOI: 10.5281/zenodo.3938060
title: Analysis of Infiltrating Water Characteristics of Permeable Pavements in a Parking Lot at Full Scale

description: Data set of behavior of infiltrated water