cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12780440.v1
title: Data from Long et al. 2012 JEMBE: Cannibalism in red king crab, Paralithodes camtschaticus (Tilesius, 1815): Effects of habitat type and predator density on predator functional response

description: Red king crab, Paralithodes camtschaticus, an important fishery species in Alaska, exhibits cannibalism both within and among age classes. Cannibalism in crab species can be an important determinant of recruitment success, and this might be especially important in king crab because year-0 and year-1 crab occupy the same habitat types in the wild. In this study we used laboratory experiments to determine the predator functional response, or the effect of prey density on predation rates of year-1 crab preying on year-0 crab in three different habitat types: Sand, which was unstructured soft sediment, Whole Shell, which was whole clam valves, and Shell Hash, which was smaller pieces of crushed shell. We also examined how predator density (one or two predators) affects the functional response. The data was fit to Type I, or density independent, Type II, or inversely density dependent, and Type III, or density dependent, functional response models and the best fit model was chosen using Akaike's information criterion. The functional response was a Type II in all habitat types; however, the predation rate was lower at all prey densities in the Whole Shell habitat than in Shell Hash and Sand. The functional response was a Type II at both predator densities as well. The presence of a second predator decreased both the attack rate and the handling time, resulting in slightly lower predation rates at low prey densities, and slightly higher predation rates at high prey densities when compared to the single predator treatment. This indicates a low level of predator interference. This work has implications for potential stock enhancement activities, as year-1 crab could inhibit enhancement success though cannibalism of introduced year-0 crab, especially given the destabilizing nature of the Type II functional response. A potential solution would be to enhance a given area only every other year to give previous cohorts a chance to start podding in less complex habitats. Future work should examine whether the pres- ence of alternative prey changes the functional response to a Type III, as this would give year-0 crabs a low‐density refuge from predation.<br>
DOI: 10.6084/m9.figshare.12780434.v1
title: PONE-D-20-00075-DELPHI-ROUND-II.xls

description: Despite their burden and high prevalence, mental health disorders of children and adolescents remain neglected in many parts of the world. In developing countries, where half of the population is younger than 18 years old, one of every five children and adolescents is estimated to suffer from a mental health disorder. It is then essential to detect these conditions through screening in a timely and accurate manner. But such screening is fraught with considerable ethical, social, and cultural challenges. This study systematically identifies, for the first time, these challenges, along with potential solutions to address them.<br>We report on the results of an international multi- and inter-disciplinary three-round Delphi survey completed by 135 mental health experts from 37 countries. We asked these experts to identify and rank the main ethical, social, and cultural challenges of screening for child and adolescent mental health problems in developing nations, and to propose solutions for each challenge.<br>Thirty-nine significant challenges emerged around eight themes, along with 32 potential solutions organized into seven themes. There was a high degree of consensus among the experts, but a few interesting disagreements arose between members of the panel from high-income countries and those from low- and middle-income nations. The panelists overwhelmingly supported mental health screening for children and adolescents. They recommended ensuring local acceptance and support for screening prior to program initiation, along with careful and comprehensive protection of human rights; integrating screening procedures into primary care; designing and implementing culturally appropriate screening tools, programs, and follow-up; securing long-term funding; expanding capacity building; and task-shifting screening to local non-specialists. <br>These recommendations can serve as a guide for policy and decision-making, resource allocation, and international cooperation. They also offer a novel approach to reduce the burden of these disorders by encouraging their timely and context-sensitive prevention and management.<br><br>
DOI: 10.6084/m9.figshare.12780425
title: Frozen Noise Datasets - Lantyer et al. 2018

description: Lantyer Ad; Calcini N; Bijlsma A; Kole K; Emmelkamp M; Peeters M; Scheenen WJJ; Zeldenrust F; Celikel T (2018): Supporting data for "A databank for intracellular electrophysiological mapping of the adult somatosensory cortex" GigaScience Database. http://dx.doi.org/10.5524/100535<br> Source of data: http://gigadb.org/dataset/view/id/100535<br>Conversion scripts: https://github.com/OpenSourceBrain/NWBShowcase/tree/master/LantyerGUI Explorer: http://nwbexplorer.opensourcebrain.org<br>
DOI: 10.6084/m9.figshare.12780437.v1
title: PONE-D-20-00075-DELPHI-ROUND-III.xlsm

description: Despite their burden and high prevalence, mental health disorders of children and adolescents remain neglected in many parts of the world. In developing countries, where half of the population is younger than 18 years old, one of every five children and adolescents is estimated to suffer from a mental health disorder. It is then essential to detect these conditions through screening in a timely and accurate manner. But such screening is fraught with considerable ethical, social, and cultural challenges. This study systematically identifies, for the first time, these challenges, along with potential solutions to address them.<br>We report on the results of an international multi- and inter-disciplinary three-round Delphi survey completed by 135 mental health experts from 37 countries. We asked these experts to identify and rank the main ethical, social, and cultural challenges of screening for child and adolescent mental health problems in developing nations, and to propose solutions for each challenge.<br>Thirty-nine significant challenges emerged around eight themes, along with 32 potential solutions organized into seven themes. There was a high degree of consensus among the experts, but a few interesting disagreements arose between members of the panel from high-income countries and those from low- and middle-income nations. The panelists overwhelmingly supported mental health screening for children and adolescents. They recommended ensuring local acceptance and support for screening prior to program initiation, along with careful and comprehensive protection of human rights; integrating screening procedures into primary care; designing and implementing culturally appropriate screening tools, programs, and follow-up; securing long-term funding; expanding capacity building; and task-shifting screening to local non-specialists. <br>These recommendations can serve as a guide for policy and decision-making, resource allocation, and international cooperation. They also offer a novel approach to reduce the burden of these disorders by encouraging their timely and context-sensitive prevention and management.<br><br>
DOI: 10.6084/m9.figshare.12780425.v1
title: Frozen Noise Datasets - Lantyer et al. 2018

description: Lantyer Ad; Calcini N; Bijlsma A; Kole K; Emmelkamp M; Peeters M; Scheenen WJJ; Zeldenrust F; Celikel T (2018): Supporting data for "A databank for intracellular electrophysiological mapping of the adult somatosensory cortex" GigaScience Database. http://dx.doi.org/10.5524/100535<br> Source of data: http://gigadb.org/dataset/view/id/100535<br>Conversion scripts: https://github.com/OpenSourceBrain/NWBShowcase/tree/master/LantyerGUI Explorer: http://nwbexplorer.opensourcebrain.org<br>
DOI: 10.6084/m9.figshare.12780404
title: PONE-D-20-00075-ANSWERS-DELPHI-ROUND-I-CHALLENGES.doc

description: Despite their burden and high prevalence, mental health disorders of children and adolescents remain neglected in many parts of the world. In developing countries, where half of the population is younger than 18 years old, one of every five children and adolescents is estimated to suffer from a mental health disorder. It is then essential to detect these conditions through screening in a timely and accurate manner. But such screening is fraught with considerable ethical, social, and cultural challenges. This study systematically identifies, for the first time, these challenges, along with potential solutions to address them.<br>We report on the results of an international multi- and inter-disciplinary three-round Delphi survey completed by 135 mental health experts from 37 countries. We asked these experts to identify and rank the main ethical, social, and cultural challenges of screening for child and adolescent mental health problems in developing nations, and to propose solutions for each challenge.<br>Thirty-nine significant challenges emerged around eight themes, along with 32 potential solutions organized into seven themes. There was a high degree of consensus among the experts, but a few interesting disagreements arose between members of the panel from high-income countries and those from low- and middle-income nations. The panelists overwhelmingly supported mental health screening for children and adolescents. They recommended ensuring local acceptance and support for screening prior to program initiation, along with careful and comprehensive protection of human rights; integrating screening procedures into primary care; designing and implementing culturally appropriate screening tools, programs, and follow-up; securing long-term funding; expanding capacity building; and task-shifting screening to local non-specialists. <br>These recommendations can serve as a guide for policy and decision-making, resource allocation, and international cooperation. They also offer a novel approach to reduce the burden of these disorders by encouraging their timely and context-sensitive prevention and management.<br><br>
DOI: 10.6084/m9.figshare.12780413
title: PONE-D-20-00075-ANSWERS-DELPHI-ROUND-I-SOLUTIONS.doc

description: Despite their burden and high prevalence, mental health disorders of children and adolescents remain neglected in many parts of the world. In developing countries, where half of the population is younger than 18 years old, one of every five children and adolescents is estimated to suffer from a mental health disorder. It is then essential to detect these conditions through screening in a timely and accurate manner. But such screening is fraught with considerable ethical, social, and cultural challenges. This study systematically identifies, for the first time, these challenges, along with potential solutions to address them.<br>We report on the results of an international multi- and inter-disciplinary three-round Delphi survey completed by 135 mental health experts from 37 countries. We asked these experts to identify and rank the main ethical, social, and cultural challenges of screening for child and adolescent mental health problems in developing nations, and to propose solutions for each challenge.<br>Thirty-nine significant challenges emerged around eight themes, along with 32 potential solutions organized into seven themes. There was a high degree of consensus among the experts, but a few interesting disagreements arose between members of the panel from high-income countries and those from low- and middle-income nations. The panelists overwhelmingly supported mental health screening for children and adolescents. They recommended ensuring local acceptance and support for screening prior to program initiation, along with careful and comprehensive protection of human rights; integrating screening procedures into primary care; designing and implementing culturally appropriate screening tools, programs, and follow-up; securing long-term funding; expanding capacity building; and task-shifting screening to local non-specialists. <br>These recommendations can serve as a guide for policy and decision-making, resource allocation, and international cooperation. They also offer a novel approach to reduce the burden of these disorders by encouraging their timely and context-sensitive prevention and management.<br><br>
DOI: 10.6084/m9.figshare.12780404.v1
title: PONE-D-20-00075-ANSWERS-DELPHI-ROUND-I-CHALLENGES.doc

description: Despite their burden and high prevalence, mental health disorders of children and adolescents remain neglected in many parts of the world. In developing countries, where half of the population is younger than 18 years old, one of every five children and adolescents is estimated to suffer from a mental health disorder. It is then essential to detect these conditions through screening in a timely and accurate manner. But such screening is fraught with considerable ethical, social, and cultural challenges. This study systematically identifies, for the first time, these challenges, along with potential solutions to address them.<br>We report on the results of an international multi- and inter-disciplinary three-round Delphi survey completed by 135 mental health experts from 37 countries. We asked these experts to identify and rank the main ethical, social, and cultural challenges of screening for child and adolescent mental health problems in developing nations, and to propose solutions for each challenge.<br>Thirty-nine significant challenges emerged around eight themes, along with 32 potential solutions organized into seven themes. There was a high degree of consensus among the experts, but a few interesting disagreements arose between members of the panel from high-income countries and those from low- and middle-income nations. The panelists overwhelmingly supported mental health screening for children and adolescents. They recommended ensuring local acceptance and support for screening prior to program initiation, along with careful and comprehensive protection of human rights; integrating screening procedures into primary care; designing and implementing culturally appropriate screening tools, programs, and follow-up; securing long-term funding; expanding capacity building; and task-shifting screening to local non-specialists. <br>These recommendations can serve as a guide for policy and decision-making, resource allocation, and international cooperation. They also offer a novel approach to reduce the burden of these disorders by encouraging their timely and context-sensitive prevention and management.<br><br>
DOI: 10.6084/m9.figshare.12780413.v1
title: PONE-D-20-00075-ANSWERS-DELPHI-ROUND-I-SOLUTIONS.doc

description: Despite their burden and high prevalence, mental health disorders of children and adolescents remain neglected in many parts of the world. In developing countries, where half of the population is younger than 18 years old, one of every five children and adolescents is estimated to suffer from a mental health disorder. It is then essential to detect these conditions through screening in a timely and accurate manner. But such screening is fraught with considerable ethical, social, and cultural challenges. This study systematically identifies, for the first time, these challenges, along with potential solutions to address them.<br>We report on the results of an international multi- and inter-disciplinary three-round Delphi survey completed by 135 mental health experts from 37 countries. We asked these experts to identify and rank the main ethical, social, and cultural challenges of screening for child and adolescent mental health problems in developing nations, and to propose solutions for each challenge.<br>Thirty-nine significant challenges emerged around eight themes, along with 32 potential solutions organized into seven themes. There was a high degree of consensus among the experts, but a few interesting disagreements arose between members of the panel from high-income countries and those from low- and middle-income nations. The panelists overwhelmingly supported mental health screening for children and adolescents. They recommended ensuring local acceptance and support for screening prior to program initiation, along with careful and comprehensive protection of human rights; integrating screening procedures into primary care; designing and implementing culturally appropriate screening tools, programs, and follow-up; securing long-term funding; expanding capacity building; and task-shifting screening to local non-specialists. <br>These recommendations can serve as a guide for policy and decision-making, resource allocation, and international cooperation. They also offer a novel approach to reduce the burden of these disorders by encouraging their timely and context-sensitive prevention and management.<br><br>
DOI: 10.6084/m9.figshare.12780311
title: Increasing tendency of urine protein is a risk factor for rapid glomerular filtration rate decline in patients with chronic kidney disease A machine learning-based prediction model by using a big data.csv

description: Machine learning-based prediction model indicated that increasing tendency of urine protein is a risk factor for rapid glomerular filtration rate decline in patients with chronic kidney disease
DOI: 10.6084/m9.figshare.12780272
title: RAW DATA OF Oil Producing Seeds from a Medicinal Weed Cleome rutidosperma DC.

description: DATA OBTAINED FROM PHYTOCHEMICAL ANALYSIS OF OIL PRODUCING SEED OF <b><i>Cleome rutidosperma</i> DC. </b>
DOI: 10.6084/m9.figshare.12780272.v2
title: RAW DATA OF Oil Producing Seeds from a Medicinal Weed Cleome rutidosperma DC.

description: DATA OBTAINED FROM PHYTOCHEMICAL ANALYSIS OF OIL PRODUCING SEED OF <b><i>Cleome rutidosperma</i> DC. </b>
DOI: 10.6084/m9.figshare.12780191
title: Data from: Protective refuges for seeded juvenile scallops (Placopecten magellanicus) from sea star (Asterias spp.) and crab (Cancer irroratus and Carcinus maenas) predation. Journal of Experimental Marine Biology and Ecology, 327(1):1–21, 2005.

description: These data reflect a subset of the data generated in this study and pertain to the functional response of rock crabs (rc) and sea stars (ss) feeding on juvenile scallops.
DOI: 10.6084/m9.figshare.12780272.v1
title: RAW DATA OF Oil Producing Seeds from a Medicinal Weed Cleome rutidosperma DC.

description: DATA OBTAINED FROM PHYTOCHEMICAL ANALYSIS OF OIL PRODUCING SEED OF <b><i>Cleome rutidosperma</i> DC. </b>
DOI: 10.6084/m9.figshare.12780167
title: Rawdata-16S.zip

description: The 16S rawdata of <i>Cycas dolichophylla</i>
DOI: 10.6084/m9.figshare.12780116
title: Rice Milling

description: Case study: small-scale rice mills, is it effective<br>
DOI: 10.6084/m9.figshare.12780167.v1
title: Rawdata-16S.zip

description: The 16S rawdata of <i>Cycas dolichophylla</i>
DOI: 10.6084/m9.figshare.12780191.v2
title: Data from: Protective refuges for seeded juvenile scallops (Placopecten magellanicus) from sea star (Asterias spp.) and crab (Cancer irroratus and Carcinus maenas) predation. Journal of Experimental Marine Biology and Ecology, 327(1):1–21, 2005.

description: These data reflect a subset of the data generated in this study and pertain to the functional response of rock crabs (rc) and sea stars (ss) feeding on juvenile scallops.
DOI: 10.6084/m9.figshare.12780191.v1
title: Data from: Protective refuges for seeded juvenile scallops (Placopecten magellanicus) from sea star (Asterias spp.) and crab (Cancer irroratus and Carcinus maenas) predation

description: These data reflect a subset of the data generated in this study and pertain to the functional response of rock crabs (rc) and sea stars (ss) feeding on juvenile scallops.
DOI: 10.5522/04/12779963
title: Source signal Classification data and hyper-parameters for "Random Walk for modelling Multi Core Fiber cross-talk and step distribution characterisation"

description: Preprocessed data used for source signal classification tasks performed in "Random Walk for modelling Multi Core Fiber cross-talk and step distribution characterisation". In addtition the SVM hyperparameters for the classifier are provided so that the results obtained are reproducible.<br>The data is provided as a Matlab .mat and the classifier information are available in a .txt file.
DOI: 10.6084/m9.figshare.12780116.v1
title: Rice Milling

description: case study: small-scale rice mills, is it effective<br>
DOI: 10.5522/04/12779963.v1
title: Source signal Classification data and hyper-parameters for "Random Walk for modelling Multi Core Fiber cross-talk and step distribution characterisation"

description: Preprocessed data used for source signal classification tasks performed in "Random Walk for modelling Multi Core Fiber cross-talk and step distribution characterisation". In addtition the SVM hyperparameters for the classifier are provided so that the results obtained are reproducible.<br>The data is provided as a Matlab .mat and the classifier information are available in a .txt file.
DOI: 10.6084/m9.figshare.12777668
title: HP-ESRD Data Excel.xlsx

description: CPEX, CLEX, resting echo and spirometry data. <br>
DOI: 10.6084/m9.figshare.12780116.v2
title: Rice Milling

description: case study: small-scale rice mills, is it effective<br>
DOI: 10.6084/m9.figshare.12777644
title: Length and biomass data for seaweeds

description: This file provides data on the length (cm) and dry biomass (mg) of 21 seaweed species.
DOI: 10.6084/m9.figshare.12777668.v1
title: HP-ESRD Data Excel.xlsx

description: CPEX, CLEX, resting echo and spirometry data. <br>
DOI: 10.6084/m9.figshare.12777629
title: Length-Biomass data.xls

description: This file provides data on the length (cm) and dry biomass (mg) of 21 seaweed species.
DOI: 10.6084/m9.figshare.12777644.v1
title: Length and biomass data for seaweeds

description: This file provides data on the length (cm) and dry biomass (mg) of 21 seaweed species.
DOI: 10.6084/m9.figshare.12777602
title: Length-Biomass data.xls

description: This file contains data on the length (in cm) and dry biomass (in mg) of 21 seaweed species.
DOI: 10.6084/m9.figshare.12777587
title: data_diffusion.tar

description: Archive containing TURBOMOLE input/output files as well as AOMIX files for the diffusion of a copper dimer on a MgO(001) surface. Python scripts for postprocessing the quantum chemistry data using ORBKIT and VMD visualization states are also included.
DOI: 10.6084/m9.figshare.12777602.v1
title: Length-Biomass data.xls

description: This file contains data on the length (in cm) and dry biomass (in mg) of 21 seaweed species.
DOI: 10.6084/m9.figshare.12777560
title: Data_RiodoPeixe.docx

description: Rio do Peixe Watershed data
DOI: 10.6084/m9.figshare.12777587.v1
title: data_diffusion.tar

description: Archive containing TURBOMOLE input/output files as well as AOMIX files for the diffusion of a copper dimer on a MgO(001) surface. Python scripts for postprocessing the quantum chemistry data using ORBKIT and VMD visualization states are also included.
DOI: 10.6084/m9.figshare.12777560.v1
title: Data_RiodoPeixe.docx

description: Rio do Peixe Watershed data
DOI: 10.6084/m9.figshare.12777542
title: pupil-and-illumination

description: Source data for the "Multi-element microscope optimization by a learned sensing network with composite physical layers" paper.
DOI: 10.6084/m9.figshare.12777542.v1
title: pupil-and-illumination

description: Source data for the "Multi-element microscope optimization by a learned sensing network with composite physical layers" paper.
DOI: 10.6084/m9.figshare.12777071
title: data.zip

description: kinect data for gaze estimation
DOI: 10.6084/m9.figshare.12777071.v1
title: data.zip

description: kinect data for gaze estimation
DOI: 10.5522/04/12776891
title: Data points of Figures in "Random Walk for modelling Multi Core Fiber cross-talk and step distribution characterisation"

description: Data points to reproduce the figures in "Random Walk for modelling Multi Core Fiber cross-talk and step distribution characterisation".<br>The data for each figure is either provided as a .mat or .fig file.