cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25386/genetics.11873841.v1
title: Supplemental Material for Jacques et al., 2020

description: Supplementary methods, text, figures, tables and data files.
DOI: 10.17632/hrtx5gjp5x.1
title: COMPDIAM-DFU -patient details

description: The dataset contains the details of the participants and the results of the pilot project COMPDIAM-DFU that was carried out to establish the efficacy of short term Energy (Pranic) Healing on patients suffering from Diabetic Foot Ulcers in Wagner grade 1-3.
DOI: 10.17632/wdfbkp7n2x.1
title: Ankita Bansal

description: One folder is containing a link to the CRG tool developed by the author and second folder named "dataset" consists of four open-source datasets that are used in this study for empirical validation. All the datasets belong to a common domain i.e. operating system.
DOI: 10.17632/w9p9nj53hk.1
title: smFISH data for Mol. Cell: ATXN7L3B, MEX3C, MALAT1 and oligo-dT probes; siNT
DOI: 10.17632/7hxjypvbps.1
title: smFISH data for Mol. Cell: ATXN7L3B, MEX3C, MALAT1 and oligo-dT probes; siNXF1
DOI: 10.17632/rzvv9r2szt.1
title: Data for: Characterizing Photovoltaic Backsheet Adhesion Degradation using the Wedge and Single Cantilever Beam Tests, Part I: Field Modules

description: This dataset includes additional information about the modules tested in this study, including ground cover at deployment location, notes on field delamination observations, and a 7-digit de-identification code that can be used to cross-reference the modules with other works produced from this study. Note that module makes have been anonymized into single-letter identifiers, to protect the commercial interests of the manufacturers. Additional information may be available, upon request, subject to commercial copyright and confidentiality considerations.
DOI: 10.17632/4x52dtt4hj.1
title: smFISH data for Mol. Cell: ATXN7L3B, MEX3C, MALAT1 and oligo-dT probes; siALY+UAP56
DOI: 10.17632/wdfbkp7n2x.2
title: Ankita Bansal

description: One folder is containing a link to the CRG tool developed by the author and second folder named "dataset" consists of four open-source datasets that are used in this study for empirical validation. All the datasets belong to a common domain i.e. operating system.
DOI: 10.17632/x2sf762mhj.1
title: Dataset for 'A Small Nimble In situ Fine-scale Flux method for measuring tree stem greenhouse gas emissions and processes (S.N.I.F.F)' - Ecosystems

description: This dataset support our methods publication recently accepted in Ecosystems Manuscript highlights • Stable isotope analysis suggests δ13C-CH4 oxidation and fractionation occurs during transport • Substantial fine-scale vertical and radial heterogeneity identified in tree stem CH4 emissions • Novel smartphone 3D photogrammetry can more accurately estimate the tree stem surface area compared to traditional methods • Fine-scale sampling method shows 86-89% of methane flux emanates from the lower 30cm of wetland forest tree stems Manuscript Abstract: Tree stem methane emissions are gaining increasing attention as an overlooked atmospheric source pathway. Existing methods for measuring tree stem greenhouse gas fluxes and isotopes may provide robust integrated emission estimates, but due to their coarse resolution, the capacity to derive insights into fine-scale dynamics of tree stem emissions are limited. We demonstrate and field-test an alternative method that is Small, Nimble, In situ and allows for Fine-scale Flux (‘SNIFF’) measurements, on complex and contrasting stem surfaces. It is light weight and therefore suitable to remote field locations enabling real time data observations allowing for field-based data driven sampling regimes. This method facilitated novel results capturing fine-scale vertical and radial methane flux measurements (5cm increments) and revealed: (1) 86-89% of methane emissions emanated from the lower 30cm of sampled wetland tree species; (2) uncovered clear vertical and horizontal trends in δ13C-CH4 possibly due to fractionation associated with oxidation and mass-dependant fractionation during diffusive transport; and (3) demonstrated how substantial radial heterogeneity can occur. We also compared a variety of upscaling approaches to estimate methane flux per tree when using this method, including novel smartphone 3D photogrammetry, that resulted in a substantially higher stem surface area estimation (&gt;16 to 36%) than traditional empirical methods. Utilising small chambers with high radial and vertical resolution capabilities may therefore facilitate future assessments into the drivers, pathways, oxidation sinks and magnitude of various tree stem greenhouse gas emissions, and compliment previous broad-scale sampling techniques.
DOI: 10.17632/xz9wwsfbxk.1
title: Burnout among Dutch general practitioners

description: Hypothesis 1: Generic job demands are positively related to a) emotional exhaustion, and b) depersonalization. Hypothesis 2: GP-specific job demands are positively related to a) emotional exhaustion and b) depersonalization. Hypothesis 3: Generic job resources are negatively related to a) emotional exhaustion and b) depersonalization. Hypothesis 4: GP-specific resources are negatively related to a) emotional exhaustion and b) depersonalization. Hypothesis 5: Time-based negative WHI partially mediates the relationship between generic job demands and a) emotional exhaustion, b) depersonalization. Hypothesis 6: Time-based negative WHI partially mediates the relationship between GP specific job demands and a) emotional exhaustion and b) depersonalization. Hypothesis 7: Strain-based negative WHI partially mediates the relationship between generic job demands and a) emotional exhaustion and b) depersonalization. Hypothesis 8: Strain-based negative WHI partially mediates the relationship between GP specific job demands and a) emotional exhaustion and b) depersonalization. The dataset includes raw data obtained from questionnaires, before single imputation with EM algorithm in SPSS to deal with missing values; Description of variables: WPQ (work pace and quantity; generic job demand, q0001 – q0006) MENT (mental load, generic job demand, q0007 – q0010) AUTO (autonomy, generic job resource, q0011 – q0013), not included in the current study OPPOR (opportunity for development, generic job resource, q0014-q0016) FEEDB (feedback, generic job resource, q0017-q0019) COLL (collaboration, generic job resource, q0020-q0022) SELF (self-efficacy, generic personal resource, q0023-q0026, not included in the current study) OPTIM (optimism, generic personal resources, q0027-q0030, not included in the current study) STRAIN (strain-based negative work-home interference, q0031, q0032, q0038, q0041) TIME (time-based negative work-home interference, q0034, q0037, q0039, q0042) EE (emotional exhaustion, q0044, q0045, q0046, q0049, q0051, q0055, q0056, q0059) DP (depersonalization, q0048, q0053, q0054, q0061) PA (personal accomplishment, q0047, q0050, q0052, q0057, q0058, q0060) JDGP (occupation-specific job demands, q0062-q0074) JRGP (occupation-specific job resources, q0075-q0084) PRGP (occupation-specific personal resources, q0085-q0087, not included in the current study) gender q0088 year of birth q0089 marital status q0090 year of start in present practice q0091 number of employees q0092 partner with job q0093 partner works overtime q0094 flexible childcare arrangements q0095 non-flexible childcare arrangements q0096 practice type q0097 care hours q0098 work hours q0099
DOI: 10.17632/9zwm2nxvbs.1
title: Appendix and source code of ACP solver for the paper On the additive chromatic number of several families of graphs

description: This folder contains a source code for solving the ADDITIVE COLORING PROBLEM as well as testing the ADDITIVE COLORING CONJECTURE. In addition, it contains the appendix of the paper "On the additive chromatic number of several families of graphs" with proofs of some propositions, the integer programming model and some computational experiments.
DOI: 10.17632/b6gs9fd33z.1
title: Motivational drivers, spending habits, and penetration of pay-to-fetch water kiosks in rural Ghana

description: Safe water enterprises across the developing world are attempting to meet demand for a higher level of water service. Previously existing, frequently free, water sources can make it difficult for these businesses to convince consumers to use a better-quality source or capture sufficient revenue for cost recovery. For this reason, it is imperative to develop a realistic understanding of penetration for small-scale water utilities. A cross-sectional assessment of sixty rural communities was used to evaluate the market share of a private service provider in Ghana. Household survey results for motivations, willingness-to-pay, and actual spending were used to develop a customer profile. Distance, taste, appearance, and affordability were found to be the most common motivational drivers. Using this information, a Huff gravity model was developed to assess the actual and potential market share for the company in each community. While the model and actual results agreed that about 38% of respondents would be regular customers at the given price, the attractiveness of other sources would make it difficult to capture more than 56% of the sampled households, even if water was free. This illustrates the complexity of the water service ecosystem in a developing, rural context.
DOI: 10.17632/x292z4gd25.1
title: Retention data

description: Retention data used in publications in or submitted to Journal of Chromatography A with A. R. Horner as first author. Retention data for ~ 100 compounds on a Waters BEH C-18 column in acidic acetonitrile/water mobile phases at phase ratio and temperatures giving a range of k for each compound about 1 - 100.
DOI: 10.17632/y92sbjt6k4.1
title: Online Appendix for "Portfolio Management under Multiple Regimes: Strategies that Outperform the Market"

description: This file is the appendix of article "Portfolio Management under Multiple Regimes: Strategies that Outperform the Market". Here, we present in Portuguese the mathematical procedures to set up the model we applied following Campani, Garcia e Lewin (2020). This information allows the researcher to reproduce the model, and our research objective is to open field for a broader application of regime swithing models in asset allocation worldwide.
DOI: 10.17632/9rkcm948w7.1
title: Dataset related to the characteristics of the champion that influence the implementation of quality improvement programs in health facilities in Haiti

description: Background Quality improvement in Healthcare is the new fashion actually. Rich countries and developing countries alike are trying to implement quality improvement initiatives to improve their performance and the quality of care. There is evidence in the scientific literature that the existence of a “champion” can play an important role in the successful implementation of quality improvement strategies. Most of the time, people get stuck at the implementation level: they know what to do but they fail to execute it in the organizational setting. That’s where a champion can be useful to facilitate the success of the change. There is a paucity of research on the link between the champion and the implementation of quality improvement programs. The aim of the study was to investigate the perceptions of stakeholders about the characteristics and qualities of the champion that could facilitate the successful implementation of quality improvement programs in health care settings in Haiti. Data collection We used a semi-structured interview guide and a small group discussion guide. Most of the interviews were face to face and were conducted between April and September 2019. Respondents were interviewed about their experience with a champion, their ideas on the qualities and characteristics of successful champions, and what obstacles can prevent them from succeeding in their efforts to facilitate positive change. Most interviews were conducted in Haitian Creole or French by trained qualitative researchers. One interview was conducted in English. Most of the material was audio-recorded and transcribed for analysis, except for one semi-structured interview and the small group discussions, as some participants were not comfortable with the recording. Data analysis We applied a grounded theory approach with Atlas-ti software for the data analysis and interpretation. We predefined two codes that capture the facilitators and the obstacles linked to the champions’ success. All 21 transcripts were revised and compared using the constant comparison method. Then, we considered the themes that emerged from the data (taking into account each category) according to the core meaning of participants. The themes were reviewed several times to make sure they are accurate and grounded in the data. Those data could help you to get a better understanding of the quality and the characteristics of the champions that play a critical role in the implementation of quality improvement programs. The data are transcripts of interviews with stakeholders in the health facilities. In the articles, we extract some quotes from the data in order to illustrate some findings. But the raw data provide more information about the topics of champions and quality improvement.
DOI: 10.17632/msmpzk56nt.1
title: Millennial-scale Asian monsoon variability during MIS 9 revealed by a high-resolution stalagmite δ18O record in Luoshui Cave, central China

description: A new high-resolution oxygen records from Chinese cave as well as a composited MIS9 Asian monsoon record. A 67-yr-resolution δ18O profile of a 230Th-dated stalagmite from Luoshui Cave, central China, is presented to refine the Asian summer monsoon (ASM) history from 336 to 290 kyr BP. The sub-stages of Marine Isotope Stage 9 (MIS 9) are clearly reflected in the Luoshui δ18O record, in line with changes in the Northern Hemisphere summer insolation (NHSI).
DOI: 10.6073/pasta/89fbad90fb5b3738b14657af8b4ff941
title: Eight Mile Lake Research Watershed, Thaw Gradient: Annual decomposition of a common substrate, 2004-2018

description: In this larger study, we are asking the question: Is old carbon that comprises the bulk of the soil organic matter pool released in response to thawing of permafrost? We are answering this question by using a combination of field and laboratory experiments to measure radiocarbon isotope ratios in soil organic matter, soil respiration, and decomposition in tundra ecosystems. The objective of these proposed measurements is to develop a mechanistic understanding of the SOM sources contributing to C losses following permafrost thawing. We are making these measurements at an established tundra field site near Healy, Alaska in the foothills of the Alaska Range. Field measurements center on a natural experiment where permafrost has been observed to warm and thaw over the past several decades. This area represents a gradient of sites each with a different degree of change due to permafrost thawing. As such, this area is unique for addressing questions at the time and spatial scales relevant for change in arctic ecosystems. This data set is annual (September through September) mass loss of cellulose filter paper at 0-10 cm and 10-20 cm depths in the soil profile in sites with minimal, moderate, and extensive degrees of permafrost thaw.
DOI: 10.17632/dcj3yvzybr.3
title: Global horizontal irradiance forecasting code and data

description: This dataset contains the code, data and results obtained by forecasting the GHI using a deep neural network. There are four main folders in the project: code, data, models and logdir. Data This folder contains all the data used from the two studied locations: UJI (latitude=39.99º, longitude=-0.06º) and La Celle (latitude=40.4º, longitude=6.0º). Sorted by year, month and day, each location has three kinds of data: • The files named as just a number are 151x151 irradiance estimates matrices centered in the same location obtained from http://msgcpp.knmi.nl.The spatial resolution is 0.03º for both latitude and longitude. • The files named Real_ are the irradiance measurements at the location • The files named CopernicusClear_ are the clear sky estimates from the CAMS McClear model Each file contains the 96 15-minute samples for the same day in Matlab format and UTC time. Code All the python scripts used to train the neural networks and perform the forecasts. The main files are: • tf1.yml: List of the modules and versions used. A clean Anaconda environment created from this file can run all the code in the project. • learnRadiation.py: The script to train a new model. Changing the variables “paper_model_name” and “location”. The first variable selects the kind of model to fit and the second one the training location. • predictOnly.py: Loads a trained model and performs the forecast. Notice that the model and location must match the ones used to train the model stored in the “training_path” folder Models This folder contains all the trained models and their forecasting results. There is also a training folder to contain the last trained model. Logdir This folder stores Tensorboard files during training How to train and test a model A new model can be trained using “learnRadiation.py”. This script has two parameters • location: Selects the location where the model will be trained (UJI or LaCelle) • paper_model_name: This sets the inputs to match the ones used in the models from the article. After selecting both variables and running the script, the new model can be found at models/training. Then the “predictOnly.py” script allows performing the forecasts. It is important to set the same location and paper_model_name as in the “learnRadiation.py” script and the training_path must be '../models/training/'. This program will generate the predictions and save them in the model folder. It also plots some days, which can be modified at the bottom of the script.
DOI: 10.17632/8g6x6frsdr.1
title: Lycopene Content in Grafted Tomato Varieties

description: Heirloom tomato varieties are in demand by consumers due to high antioxidant levels. However, these varieties are difficult to produce and are prone to disease and low yield. To overcome these problems, heirloom tomatoes may be grafted onto disease-resistant rootstocks and cultivated in hydroponic systems. However, it is unknown if the lycopene content of hydroponically grown tomatoes is affected by grafting. Heirloom (Black Krim and Green Zebra) and standard (Big Beef) varieties were grafted onto wild type (WT) or productive rootstocks (Arnold and Supernatural). Tomatoes were harvested at maturity, freeze-dried, ground into a powder, and stored at -20ºC until further analysis. Freeze-dried tomato powder (100 mg) was extracted by 1 mL hexane/acetone/ethanol (2:1:1, v/v/v) under shaking for 30 min at room temperature, after which 0.2 mL ddH2O was added and vigorously mixed. The polar and non-polar phases were separated by centrifugation at 3000 xg for 10 min, after which the non-polar phase containing lycopene was collected. The remaining plant material was extracted once more using 1 mL hexane/acetone/ethanol (2:1:1, v/v/v) as described above. The content of lycopene was determined by measuring the absorbance spectrophotometrically at 503 nm (εlycopene =1.72 × 105 M-1cm-1). Comparing self-grafted Big Beef, Black Krim, and Green Zebra showed lycopene contents of 9.97±2.02, 15.55±1.97, and 3.37±0.39 mg/kg dry weight (mean±std), respectively. The results were statistically significantly different between the three varieties reflecting the natural pigmentation in each. When comparing the effect of grafting onto non-WT rootstocks, surprisingly, Big Beef grafted onto Supernatural demonstrated significantly higher lycopene content (17.25±0.24 mg/kg dry weight) compared to both WT (9.97±2.02 mg/kg dry weight) and Arnold (8.09±1.39 mg/kg dry weight) rootstocks. Similar effects were not observed for the grafted heirloom varieties, for which the lycopene content was determined to be 15.55±1.97, 16.29±2.93, 19.14±3.21 mg/kg dry weight for Black Krim grafted onto WT, Arnold, and Supernatural, respectively, and 3.37±0.39, 3.52±0.15, 3.03±0.03 mg/kg dry weight for Green Zebra grafted onto WT, Arnold, and Supernatural, respectively.
DOI: 10.17632/jfg8s32xdm.1
title: Framing and the disposition effect in a scopic regime: Raw data

description: Raw data used in "Framing and the disposition effect in a scopic regime: Raw data" (DOI: 10.1016/j.qref.2020.01.008).
DOI: 10.17632/vbc3gjjgyn.1
title: Ewings Sarcoma Temporal Collateral Sensitivity Dataset

description: Data used for dose-response relationships in, "Identifying states of collateral sensitivity during the evolution of therapeutic resistance in Ewing’s sarcoma."
DOI: 10.6073/pasta/b84a70a6a2bf1d36fe7b4917da6690a4
title: Eight Mile Lake Research Watershed, Carbon in Permafrost Experimental Heating Research (CiPEHR): Annual and growing season decomposition of a common substrate, 2008-2018

description: The Carbon in Permafrost Experimental Heating Research (CiPEHR) project addresses the following questions: 1) Does ecosystem warming cause a net release of C from the ecosystem to the atmosphere?, 2) Does the decomposition of old C that comprises the bulk of the soil C pool influence ecosystem C loss?, and 3) How do winter and summer warming alone, and in combination, affect ecosystem C exchange? We are answering these questions using a combination of field and laboratory experiments to measure ecosystem carbon balance and radiocarbon isotope ratios at a warming experiment located in an upland tundra field site near Healy, Alaska in the foothills of the Alaska Range. This data set is annual (September through September) and growing season (May through September) mass loss of cellulose filter paper at 0-10 cm and 10-20 cm (annual only) depths in the soil profile. Annual data is from September 2008 through September 2012 (4 years) and growing season data is from May through September in 2010 and 2011.
DOI: 10.17632/h7hbd69nnr.1
title: Noah-MP forcings and results at TGL and BLH stations

description: This datasets include the forcings, the albedo, soil temperature & liquid water content, and soil thermal conductivity for Tanggula (TGL) and Beiluhe (BLH) station for Noah-MP model
DOI: 10.17632/h7hbd69nnr.2
title: Noah-MP forcings and results at TGL and BLH stations

description: This datasets include the forcings, the albedo, soil temperature & liquid water content, and soil thermal conductivity for Tanggula (TGL) and Beiluhe (BLH) station for Noah-MP model
DOI: 10.17632/bs83d8t9dx.1
title: Data supporting: Climate change rapidly warms and acidifies Australian estuaries

description: The data that support the findings of: Climate change rapidly warms and acidifies Australian estuaries