cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.16499481
title: Macroinvertebrate biomass in the water column of a constructed wetland near Rangiriri

description: Macroinvertebrate biomass in the water column of a constructed wetland near Rangiriri<br><br><b>Quality control:</b> Habitat type; Identification QA; Identified by; Net mesh size; Sampling method; Sampling protocol; Sorting QA; Sorting protocol<br><br><b>Type of waterbody:</b> Wetland<br><br><b>Variables:</b> Macroinvertebrates Biomass; Sampling effort<br><br><b>Start date:</b> 2013-07-23<br><br><b>End date:</b> 2013-07-23<br><br><b>Region:</b> Waikato<br><br><b>Wetland:</b> Constructed wetland near Rangiriri<br><br>This dataset was originally hosted in the LERNZdb freshwater data repository that was developed as part of the Lake Ecosystem Restoration New Zealand (LERNZ) project run by the Environmental Research Institute at the University of Waikato, New Zealand. <br><br>In retrieving LERNZdb material you agree that you rely on the data at your own risk; the University of Waikato offers no warranty or representation that the data is fit for any particular purpose, or free from defects, and will not be liable for any losses or damages whatsoever including any indirect, special, incidental or consequential damages incurred by you arising out of the use of the database or in reliance on the data retrieved. You agree that data is not of a kind ordinarily supplied for personal or domestic purposes, and that the Consumer Guarantees Act 1993 does not apply.
DOI: 10.5517/ccdc.csd.cc2741v9
title: CCDC 2059480: Experimental Crystal Structure Determination

description: Related Article: Da-peng Qin, Ting Li, Jun-ran Shao, Xiao-qing He, Dan-feng Shi, Zhen-zhong Wang, Wei Xiao, Xin-sheng Yao, Hai-bo Li, Yang Yu|2021|Fitoterapia|154|105002|doi:10.1016/j.fitote.2021.105002
DOI: 10.5517/ccdc.csd.cc27nspd
title: CCDC 2075564: Experimental Crystal Structure Determination

description: Related Article: Jun Pan, Jun-Cheng Su, Yi-Hui Liu, Bin Deng, Zhuo-Fan Hu, Jia-Le Wu, Ru-Feng Xia, Chen Chen, Qian He, Jia-Chun Chen, Luo-Sheng Wan|2021|Bioorg.Chem.|115|105251|doi:10.1016/j.bioorg.2021.105251
DOI: 10.5517/ccdc.csd.cc27p155
title: CCDC 2075796: Experimental Crystal Structure Determination

description: Related Article: Jun Pan, Jun-Cheng Su, Yi-Hui Liu, Bin Deng, Zhuo-Fan Hu, Jia-Le Wu, Ru-Feng Xia, Chen Chen, Qian He, Jia-Chun Chen, Luo-Sheng Wan|2021|Bioorg.Chem.|115|105251|doi:10.1016/j.bioorg.2021.105251
DOI: 10.5517/ccdc.csd.cc27p201
title: CCDC 2075822: Experimental Crystal Structure Determination

description: Related Article: Jun Pan, Jun-Cheng Su, Yi-Hui Liu, Bin Deng, Zhuo-Fan Hu, Jia-Le Wu, Ru-Feng Xia, Chen Chen, Qian He, Jia-Chun Chen, Luo-Sheng Wan|2021|Bioorg.Chem.|115|105251|doi:10.1016/j.bioorg.2021.105251
DOI: 10.5517/ccdc.csd.cc27p9js
title: CCDC 2076055: Experimental Crystal Structure Determination

description: Related Article: Gwendolyn A. Bailey, Joshua A. Buss, Paul H. Oyala, Theodor Agapie|2021|J.Am.Chem.Soc.|143|13091|doi:10.1021/jacs.1c03806
DOI: 10.5517/ccdc.csd.cc27p9lv
title: CCDC 2076057: Experimental Crystal Structure Determination

description: Related Article: Gwendolyn A. Bailey, Joshua A. Buss, Paul H. Oyala, Theodor Agapie|2021|J.Am.Chem.Soc.|143|13091|doi:10.1021/jacs.1c03806
DOI: 10.5517/ccdc.csd.cc27p9mw
title: CCDC 2076058: Experimental Crystal Structure Determination

description: Related Article: Gwendolyn A. Bailey, Joshua A. Buss, Paul H. Oyala, Theodor Agapie|2021|J.Am.Chem.Soc.|143|13091|doi:10.1021/jacs.1c03806
DOI: 10.5517/ccdc.csd.cc27p9py
title: CCDC 2076060: Experimental Crystal Structure Determination

description: Related Article: Gwendolyn A. Bailey, Joshua A. Buss, Paul H. Oyala, Theodor Agapie|2021|J.Am.Chem.Soc.|143|13091|doi:10.1021/jacs.1c03806
DOI: 10.5517/ccdc.csd.cc27pkwd
title: CCDC 2076314: Experimental Crystal Structure Determination

description: Related Article: Jun Pan, Jun-Cheng Su, Yi-Hui Liu, Bin Deng, Zhuo-Fan Hu, Jia-Le Wu, Ru-Feng Xia, Chen Chen, Qian He, Jia-Chun Chen, Luo-Sheng Wan|2021|Bioorg.Chem.|115|105251|doi:10.1016/j.bioorg.2021.105251
DOI: 10.5517/ccdc.csd.cc27wnsl
title: CCDC 2082170: Experimental Crystal Structure Determination

description: Related Article: Jun Pan, Jun-Cheng Su, Yi-Hui Liu, Bin Deng, Zhuo-Fan Hu, Jia-Le Wu, Ru-Feng Xia, Chen Chen, Qian He, Jia-Chun Chen, Luo-Sheng Wan|2021|Bioorg.Chem.|115|105251|doi:10.1016/j.bioorg.2021.105251
DOI: 10.5517/ccdc.csd.cc27xk2t
title: CCDC 2083016: Experimental Crystal Structure Determination

description: Related Article: Zahid Nawaz, Nevin Gürbüz, Muhammad Naveed Zafar, Muhammad Nawaz Tahir, Muhammad Ashfaq, Hüseyin Karci, İsmail Özdemir|2021|Polyhedron|208|115412|doi:10.1016/j.poly.2021.115412
DOI: 10.5517/ccdc.csd.cc27xk3v
title: CCDC 2083017: Experimental Crystal Structure Determination

description: Related Article: Zahid Nawaz, Nevin Gürbüz, Muhammad Naveed Zafar, Muhammad Nawaz Tahir, Muhammad Ashfaq, Hüseyin Karci, İsmail Özdemir|2021|Polyhedron|208|115412|doi:10.1016/j.poly.2021.115412
DOI: 10.6084/m9.figshare.16499406
title: The influence of connectivity on the functional role of a natural and re-constructed side-arm in the lower Waikato River

description: A comparison of a natural and a reconstructed side-arm during different phases of hydrological connectivity in the lower Waikato River. This data set investigates the nutrient and suspended solid dynamics in order to compare each side arm with the river, and any occurring patterns within the side-arm longitudinally.<br><br><b>Quality control:</b> Analysed by; Analytical device manufacturer; Analytical method; Date of analysis; Lower analytical detection limit; Reference for analytical method; Sampling device; Unit of lower analytical detection limit; Unit of upper analytical detection limit; Upper analytical detection limit<br><br><b>Type of waterbody:</b> River<br><br><b>Variables:</b> Ammonium; Nitrate; Phosphate; Total Nitrogen; Total Phosphorus; Total Suspended Solids<br><br><b>Start date:</b> 2009-11-01<br><br><b>End date:</b> 2010-10-01<br><br><b>Region:</b> Waikato<br><br><b>River:</b> Waikato River<br><br>This dataset was originally hosted in the LERNZdb freshwater data repository that was developed as part of the Lake Ecosystem Restoration New Zealand (LERNZ) project run by the Environmental Research Institute at the University of Waikato, New Zealand. <br><br>In retrieving LERNZdb material you agree that you rely on the data at your own risk; the University of Waikato offers no warranty or representation that the data is fit for any particular purpose, or free from defects, and will not be liable for any losses or damages whatsoever including any indirect, special, incidental or consequential damages incurred by you arising out of the use of the database or in reliance on the data retrieved. You agree that data is not of a kind ordinarily supplied for personal or domestic purposes, and that the Consumer Guarantees Act 1993 does not apply.
DOI: 10.6084/m9.figshare.16499409
title: The influence of connectivity on the functional role of a natural and re-constructed side-arm in the lower Waikato River

description: A comparison of a natural and a reconstructed side-arm during different phases of hydrological connectivity in the lower Waikato River. This data set investigates the physico-chemical variables in order to compare each side arm with the river, and any occurring patterns within the side-arm longitudinally.<br><br><b>Quality control:</b> Accuracy; Calibration; Model; Sensor height (m)<br><br><b>Type of waterbody:</b> River<br><br><b>Variables:</b> Conductivity; Dissolved Oxygen Concentration; Water Temperature<br><br><b>Start date:</b> 2009-11-01<br><br><b>End date:</b> 2010-10-01<br><br><b>Region:</b> Waikato<br><br><b>River:</b> Waikato River<br><br>This dataset was originally hosted in the LERNZdb freshwater data repository that was developed as part of the Lake Ecosystem Restoration New Zealand (LERNZ) project run by the Environmental Research Institute at the University of Waikato, New Zealand. <br><br>In retrieving LERNZdb material you agree that you rely on the data at your own risk; the University of Waikato offers no warranty or representation that the data is fit for any particular purpose, or free from defects, and will not be liable for any losses or damages whatsoever including any indirect, special, incidental or consequential damages incurred by you arising out of the use of the database or in reliance on the data retrieved. You agree that data is not of a kind ordinarily supplied for personal or domestic purposes, and that the Consumer Guarantees Act 1993 does not apply.
DOI: 10.3886/e119043v1-94920
title: Replication Data for: Measuring Technological Innovation Over The Long Run

description: Replication Data for Measuring Innovation over the Long Run, AERI-2019-0499
DOI: 10.6084/m9.figshare.16458696
title: Mangatawhiri Stream (2004)

description: Mangatawhiri stream electro-fishing survey (2004).<br><br><b>Type of waterbody:</b> River<br><br><b>Variables:</b> Area Fished; Distance fished; EF % range; EF Range; EF current; EF pulse rate; Fish Species Counts; Specific Conductance; Time fished; Water Temperature<br><br><b>Start date:</b> 2004-12-09<br><br><b>End date:</b> 2004-12-09<br><br><b>Region:</b> Waikato<br><br><b>River:</b> Mangatawhiri River<br><br>This dataset was originally hosted in the LERNZdb freshwater data repository that was developed as part of the Lake Ecosystem Restoration New Zealand (LERNZ) project run by the Environmental Research Institute at the University of Waikato, New Zealand. <br><br>In retrieving LERNZdb material you agree that you rely on the data at your own risk; the University of Waikato offers no warranty or representation that the data is fit for any particular purpose, or free from defects, and will not be liable for any losses or damages whatsoever including any indirect, special, incidental or consequential damages incurred by you arising out of the use of the database or in reliance on the data retrieved. You agree that data is not of a kind ordinarily supplied for personal or domestic purposes, and that the Consumer Guarantees Act 1993 does not apply.
DOI: 10.6084/m9.figshare.16499412
title: The influence of connectivity on the functional role of a natural and re-constructed side-arm in the lower Waikato River

description: A comparison of a natural and a reconstructed side-arm during different phases of hydrological connectivity in the lower Waikato River. This data set investigates zooplankton abundance and community composition in order to compare each side arm with the river, and any occurring patterns within the side-arm longitudinally.<br><br><b>Quality control:</b> Collected by; Habitat type; Identified by; Magnification; Microscope type; Net mesh size; Reference for identification guide; Sampling gear<br><br><b>Type of waterbody:</b> River<br><br><b>Variables:</b> Plankton Species Counts; Sample Volume<br><br><b>Start date:</b> 2009-11-01<br><br><b>End date:</b> 2010-10-01<br><br><b>Region:</b> Waikato<br><br><b>River:</b> Waikato River<br><br>This dataset was originally hosted in the LERNZdb freshwater data repository that was developed as part of the Lake Ecosystem Restoration New Zealand (LERNZ) project run by the Environmental Research Institute at the University of Waikato, New Zealand. <br><br>In retrieving LERNZdb material you agree that you rely on the data at your own risk; the University of Waikato offers no warranty or representation that the data is fit for any particular purpose, or free from defects, and will not be liable for any losses or damages whatsoever including any indirect, special, incidental or consequential damages incurred by you arising out of the use of the database or in reliance on the data retrieved. You agree that data is not of a kind ordinarily supplied for personal or domestic purposes, and that the Consumer Guarantees Act 1993 does not apply.
DOI: 10.3886/e119043v1-94921
title: Replication Data for: Measuring Technological Innovation Over The Long Run

description: Replication Data for Measuring Innovation over the Long Run, AERI-2019-0499
DOI: 10.18112/openneuro.ds003773.v1.0.0
title: OpenNeuroPET Test Data Set
DOI: 10.6084/m9.figshare.16464531
title: 2006-12-19 11-39 Lake Okareka

description: A CTD cast on Lake Okareka<br><br><b>Quality control:</b> Calibration; Model; Sensor height (m)<br><br><b>Type of waterbody:</b> Lake<br><br><b>Variables:</b> Beam Transmission; Chlorophyll Fluorescence; Conductivity; Dissolved Oxygen Concentration; Dissolved Oxygen Saturation; Photosynthetically Active Radiation; Salinity; Specific Conductance; Water Temperature<br><br><b>Start date:</b> 2006-12-19<br><br><b>End date:</b> 2006-12-19<br><br><b>Lake:</b> Lake Okareka<br><br><b>Region:</b> Bay of Plenty<br><br>This dataset was originally hosted in the LERNZdb freshwater data repository that was developed as part of the Lake Ecosystem Restoration New Zealand (LERNZ) project run by the Environmental Research Institute at the University of Waikato, New Zealand. <br><br>In retrieving LERNZdb material you agree that you rely on the data at your own risk; the University of Waikato offers no warranty or representation that the data is fit for any particular purpose, or free from defects, and will not be liable for any losses or damages whatsoever including any indirect, special, incidental or consequential damages incurred by you arising out of the use of the database or in reliance on the data retrieved. You agree that data is not of a kind ordinarily supplied for personal or domestic purposes, and that the Consumer Guarantees Act 1993 does not apply.
DOI: 10.6084/m9.figshare.16469505
title: 2007-04-16 11-23 Lake Ngaroto

description: A CTD cast on Lake Ngaroto<br><br><b>Quality control:</b> Calibration; Model; Sensor height (m)<br><br><b>Type of waterbody:</b> Lake<br><br><b>Variables:</b> Beam Transmission; Chlorophyll Fluorescence; Conductivity; Dissolved Oxygen Concentration; Dissolved Oxygen Saturation; Photosynthetically Active Radiation; Salinity; Specific Conductance; Water Temperature<br><br><b>Start date:</b> 2007-04-16<br><br><b>End date:</b> 2007-04-16<br><br><b>Lake:</b> Lake Ngaroto<br><br><b>Region:</b> Waikato<br><br>This dataset was originally hosted in the LERNZdb freshwater data repository that was developed as part of the Lake Ecosystem Restoration New Zealand (LERNZ) project run by the Environmental Research Institute at the University of Waikato, New Zealand. <br><br>In retrieving LERNZdb material you agree that you rely on the data at your own risk; the University of Waikato offers no warranty or representation that the data is fit for any particular purpose, or free from defects, and will not be liable for any losses or damages whatsoever including any indirect, special, incidental or consequential damages incurred by you arising out of the use of the database or in reliance on the data retrieved. You agree that data is not of a kind ordinarily supplied for personal or domestic purposes, and that the Consumer Guarantees Act 1993 does not apply.
DOI: 10.5281/zenodo.5291022
title: NCI60

description: NCI60 PharmacoSet (PSet) generated by ORCESTRA. Metadata can be found on ORCESTRA at: http://orcestra.ca/pset/10.5281/zenodo.5291022 <strong>Disclaimer</strong> The NCI60 data were generated and shared by the US National Cancer Institute. The Haibe-Kains Lab has reprocessed and re-annotated the data to maximize overlap with other pharmacogenomic datasets. <strong>Data Usage Policy</strong> The data are provided under Creative Commons BY 4.0 license. Please note: The data files are experimental and academic in nature and are not licensed or certified by any regulatory body. <strong>Please cite the following when using these data</strong> Shoemaker, R. The NCI60 human tumour cell line anticancer drug screen. Nat Rev Cancer 6, 813–823 (2006). https://doi.org/10.1038/nrc1951
DOI: 10.5281/zenodo.5291401
title: Malaysia unit trust funds dataset

description: Data set availability for F1000research journal.
DOI: 10.5281/zenodo.5291648
title: ZooMS spectra for PNAS Review Richter et al. 2021

description: PMF data produced via MALDI-TOF from bone collagen.
DOI: 10.5281/zenodo.5291647
title: ZooMS spectra for PNAS Review Richter et al. 2021

description: PMF data produced via MALDI-TOF from bone collagen.
DOI: 10.6084/m9.figshare.13485897
title: Agrarian capital accumulation in Uruguay, 1955-2019

description: Base de datos con variables centrales de la acumulación de capital en el agro uruguayo, 1955-2019<br>
DOI: 10.5281/zenodo.5291895
title: Namibimydas and Nothomydas dichotomous, pathway key in SDD-format

description: Dichotomous, pathway key to species of Namibimydas and Nothomydas developed with Lucid Builder v4 in XML Structure of Descriptive Data (SDD) format.
description: {"references": ["Dikow, T. 2012. Review of Namibimydas Hesse, 1972 and Nothomydas Hesse, 1969 (Diptera: Mydidae: Syllegomydinae: Halterorchini) with the description of new species. African Invertebrates 53(1): 79\u2013111. doi:10.5733/afin.053.0105."]}
DOI: 10.5281/zenodo.5291894
title: Namibimydas and Nothomydas dichotomous, pathway key in SDD-format

description: Dichotomous, pathway key to species of Namibimydas and Nothomydas developed with Lucid Builder v4 in XML Structure of Descriptive Data (SDD) format.
description: {"references": ["Dikow, T. 2012. Review of Namibimydas Hesse, 1972 and Nothomydas Hesse, 1969 (Diptera: Mydidae: Syllegomydinae: Halterorchini) with the description of new species. African Invertebrates 53(1): 79\u2013111. doi:10.5733/afin.053.0105."]}
DOI: 10.5281/zenodo.5291931
title: Malaysia unit trust funds dataset

description: Data set availability for F1000research journal.
DOI: 10.5281/zenodo.5291400
title: Malaysia unit trust funds dataset

description: Data set availability for F1000research journal.
DOI: 10.6084/m9.figshare.14696316
title: Converting Access Microbiology to an open research platform: community survey results

description: Raw data of responses from a survey run by the Microbiology Society between 14 April - 14 May 2021, titled '<i>Access Microbiology</i> is evolving into an open research platform'. <br>An 'Edits' tab details where data has been omitted or changed, and details why this has been done.<br>Data published in 'Converting<i> Access Microbiology</i> to an open research platform: community survey results', DOI: 10.1099/acmi.0.000272.
DOI: 10.6084/m9.figshare.14696316.v1
title: Converting Access Microbiology to an open research platform: community survey results

description: Raw data of responses from a survey run by the Microbiology Society between 14 April - 14 May 2021, titled '<i>Access Microbiology</i> is evolving into an open research platform'. <br>An 'Edits' tab details where data has been omitted or changed, and details why this has been done.<br>Data published in 'Converting<i> Access Microbiology</i> to an open research platform: community survey results', DOI: 10.1099/acmi.0.000272.
DOI: 10.6084/m9.figshare.16499508
title: Supplementary file_Paddy field in the Vietnamese Mekong Delta 2021

description: Raw data present the variability of nutrients in the surface water, subsurface water (30-45 cm) and soil under conventional rice cultivation in the Vietnamese Mekong Dela. Data were collected during the wet season 2018 (Summer-Autumn) and the dry season 2019 (Winter-Spring).
DOI: 10.6084/m9.figshare.14877603
title: Minimal data HAV_MSM 2021.xlsx

description: Excel table with epidemiological and molecular data<br>
DOI: 10.6084/m9.figshare.14877603.v3
title: Minimal data HAV_MSM 2021.xlsx

description: Excel table with epidemiological and molecular data<br>
DOI: 10.6084/m9.figshare.14877603.v2
title: Minimal data HAV_MSM 2021.xlsx

description: Excel table with epidemiological and molecular data<br>
DOI: 10.6084/m9.figshare.16451832
title: Toxoplasma gondii All_vs_All_Correlation_Matrix and related

description: Dataset generated by performing an all-v-all correlation analysis in R using the "cor" function. Input data were normalized microarray data from multiple Toxoplasma gondii strains and life stages.<br>Files are all tab-delimited:<br>AllvAllCorrel.txt: Correlation matrix across 396 microarray datasets<br>NormalizedArrays396.txt: log-normalized expression values across all 396 datasets<br>GmodConversionData.txt: table to facilitate conversion between microarray gene ids and current (v45) gene model names at ToxoDB.org.<br>
DOI: 10.6084/m9.figshare.16451832.v1
title: Toxoplasma gondii All_vs_All_Correlation_Matrix and related

description: Dataset generated by performing an all-v-all correlation analysis in R using the "cor" function. Input data were normalized microarray data from multiple Toxoplasma gondii strains and life stages.<br>Files are all tab-delimited:<br>AllvAllCorrel.txt: Correlation matrix across 396 microarray datasets<br>NormalizedArrays396.txt: log-normalized expression values across all 396 datasets<br>GmodConversionData.txt: table to facilitate conversion between microarray gene ids and current (v45) gene model names at ToxoDB.org.<br>
DOI: 10.6084/m9.figshare.14995314.v16
title: Effect of behavioural sampling methods on local and global social network metrics: A case-study of three macaque species

description: Data set and R-codes
DOI: 10.6084/m9.figshare.12848123
title: Maximum expected entropy transformed Latin hypercube designs

description: Existing projection designs (e.g. maximum projection designs) attempt to achieve good space-filling properties in all projections. However, when using a Gaussian process (GP), model-based design criteria such as the entropy criterion is more appropriate. We employ the entropy criterion averaged over a set of projections, called expected entropy criterion (EEC), to generate projection designs. We show that maximum EEC designs are invariant to monotonic transformations of the response, i.e. they are optimal for a wide class of stochastic process models. We also demonstrate that transformation of each column of a Latin hypercube design (LHD) based on a monotonic function can substantially improve the EEC. Two types of input transformations are considered: a quantile function of a symmetric Beta distribution chosen to optimize the EEC, and a nonparametric transformation corresponding to the quantile function of a symmetric density chosen to optimize the EEC. Numerical studies show that the proposed transformations of the LHD are efficient and effective for building robust maximum EEC designs. These designs give projections with markedly higher entropies and lower maximum prediction variances (MPV's) at the cost of small increases in average prediction variances (APV's) compared to state-of-the-art space-filling designs over wide ranges of covariance parameter values.
DOI: 10.6084/m9.figshare.12848123.v2
title: Maximum expected entropy transformed Latin hypercube designs

description: Existing projection designs (e.g. maximum projection designs) attempt to achieve good space-filling properties in all projections. However, when using a Gaussian process (GP), model-based design criteria such as the entropy criterion is more appropriate. We employ the entropy criterion averaged over a set of projections, called expected entropy criterion (EEC), to generate projection designs. We show that maximum EEC designs are invariant to monotonic transformations of the response, i.e. they are optimal for a wide class of stochastic process models. We also demonstrate that transformation of each column of a Latin hypercube design (LHD) based on a monotonic function can substantially improve the EEC. Two types of input transformations are considered: a quantile function of a symmetric Beta distribution chosen to optimize the EEC, and a nonparametric transformation corresponding to the quantile function of a symmetric density chosen to optimize the EEC. Numerical studies show that the proposed transformations of the LHD are efficient and effective for building robust maximum EEC designs. These designs give projections with markedly higher entropies and lower maximum prediction variances (MPV's) at the cost of small increases in average prediction variances (APV's) compared to state-of-the-art space-filling designs over wide ranges of covariance parameter values.