cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17026/dans-xpp-dk4c
title: Data for Research Paper: Relationships of priming effects with organic amendment composition and soil microbial properties

description: Contains 1) chemical characterizations data on wood chips, waterway residues, road-verge grasses, composted road-verge grasses and Bokashi fermented road-verge grasses; 2) Soil incubation data after application of aforementioned amendments, specifically data on soil microbial properties and carbon balances; 3) Code (R) used to run statistical analyses and make graphs; 4) input data to run code
DOI: 10.17026/dans-zku-7snn
title: Impact of soil freeze-thaw mechanism on the runoff dynamics of two Tibetan rivers

description: This dataset is for the paper published in Journal of Hydrology: Zheng, D., van der Velde, R., Su, Z., Wen, J., Wang, X., Yang, K., 2018a. Impact of soil freeze-thaw mechanism on the runoff dynamics of two Tibetan rivers. J. Hydrol. 563, 382-394.
DOI: 10.17026/dans-x86-adrt
title: DutchParliament dataset annotated with coreferrence links.

description: A dataset of 74 documents containing records of parliamentary proceedings from the Dutch Tweede kamer between 2015 and 2020. The data has been manually annotated with coreference links by two annotators, and is available in jsonlines, XML text and CoNLL format.
DOI: 10.17026/dans-xyf-fmkk
title: Matlab source code for retrieving backscatter coefficients

description: A ground-based microwave scatterometer was installed on an alpine meadow over the Tibetan Plateau to study the soil moisture and-temperature dynamics of the top soil layer and air-to-soil interface during the period August 2017 - July 2019. The radar return (amplitude and phase) of the ground surface was measured over 1 - 10 GHz in the four linear polarization combinations (vv, hh, hv, vh) at hourly or half-hourly intervals .This dataset contains Matlab scripts that can be used to import the scatterometer measurement data and process it into backscattering coefficients.
DOI: 10.17026/dans-x5w-m3q3
title: Data underlying the publication: ‘Wang et al (2022) Accounting for interactions between Sustainable Development Goals is essential for water pollution control in China. Nature Communications’

description: In this study, we identify and analyze the interactions between the Sustainable Development Goals (SDGs) in the perspective of water pollution in China. The data that are collected or generated include: literature, methods to identify the SDGs interactions, and identified SDGs interactions. Next, we conduct a scenarios analysis to explore the co-benefits of water pollution control, based on the MARINA (Model to Assess River Inputs of Nutrients to seAs) 2.0 model. The data that are generated include: model equations, model inputs, and model outputs. Last, we perform a sensitivity analysis to evaluate the impacts of the quantitative assumptions on the effectiveness of our scenarios. The data generated from this include: changes in model inputs, and model outputs of the sensitivity analysis.
DOI: 10.17026/dans-z9v-c53d
title: data of weed assessment in tomato fields

description: raw data on weed flora assessment in tomato farms in Ethiopia
DOI: 10.17026/dans-xg6-mk34
title: Dataset belonging to "Quantification and characterization of macro- and mesoplastic items in the water column of the river Waal"

description: In this study, we provided an overview of macro- and mesoplastic concentrations, categories, ages, and origin over several years in the water column of the river Waal, in the Netherlands. The most dominant macro- and mesoplastic categories were ‘Miscellaneous plastic waste’, including “Plastic film 2.5 - 50 cm (soft)” and “Plastic film 0 - 2.5 cm (soft)” as main 29 categories. Macro- and mesoplastic categories were found to show limited variability during several years of monitoring. The mean macroplastic concentration (± SD) ranged between 2.2 × 10-3 30 ± 0.001 and 7.4 × 10-3 ± 0.003 particles.m-3 31 for October 2020 and November 2018, respectively. The origin of the plastics (e.g., countries) also showed little variability during monitoring. The consistency of several characteristics of the collected plastic suggests that the same sources were responsible for the macro- and mesoplastic input into the river Waal during low discharges and over multiple years. We present the first temporal assessment of macro- and mesoplastic concentrations and composition in the water column of the river Waal.
DOI: 10.17026/dans-z76-gcae
title: Building robust age models for speleothems – a case-study using coeval twin stalagmites

description: We use the uranium-series (U-Th) dating method to investigate the accuracy of a relative chronology based on laminae correlation between a pair of coeval twin stalagmites and compare their stable isotope and trace element records based on the two chronologies. U-Th dating shows that a relative chronology based on laminae correlation can be inaccurate: a hiatus in one of the stalagmites was not recognised, as well as more subtle changes in growth rates. Use of the stratigraphic correlation alone resulted in significant differences in the timing of stable isotopes and trace element peaks, with implications for their interpretation. Our results reveal the importance of a robust and direct chronology with which to interpret proxy data. Poor relative chronologies can lead to a misinterpretation of palaeoclimate data. The study reveals potential implications for speleothem records where proxy data and samples for dating were not taken in close proximity to each other and/or were correlated via laminae over distances of more than a few centimetres.
DOI: 10.17026/dans-zrw-tmgr
title: Egg_production_database

description: This is the raw egg database for Thai native chicken (Pradu Hang dum).
DOI: 10.17026/dans-z9s-xevm
title: Synthetic canopy scenarios and SCOPE simulation output

description: We derived two physically-based reflectance indices to account for canopy structure effects on SIF. The dataset is used for testing the indices. A number of scenarios are included, as well as the output of SCOPE simulation. The input file provides the information of the specific values of the model parameters and the settings. One may generate the output with the input file and the SCOPE model, which is a public and open source model. The main output used in our testing is included in the dataset.
DOI: 10.17026/dans-xxn-aj43
title: Data underlying Modeling cost-effective monitoring schemes for food safety contaminants: Case study for dioxins in the dairy supply chain

description: The objective of this study was to design cost-effective monitoring schemes for food safety contaminants along the food production chain, given restricted monitoring budgets. As a case study, we focused on dioxins in the dairy supply chain with feed mills, dairy farms, dairy trucks and storage silos in dairy plants as possible control points. The cost-effectiveness of monitoring schemes was assessed using a model consisting of a simulation module and an optimization module. In the simulation module, the probability to collect at least one contaminated sample was computed for different sampling strategies (simple random sampling, stratified random sampling and systematic sampling) at each control point. The optimization module maximized the effectiveness of a monitoring scheme to identify the contaminated sample by determining the optimal sampling strategies, the optimal number of incremental samples collected, and the pooling rate (number of collected samples mixed into one aggregated sample) at each control point.
DOI: 10.17026/dans-z2a-fjtk
title: Electron microprobe monazite ages from a tin placer deposit on Bangka Island, Indonesia

description: The monazites were dated to geologically/geochemically characterize the tailings from a Zn placer deposit on Bangka Island Indonesia. Moreover a methodical artifact was described which will help the scientist in the monazite community to apply a more correct procedure when selecting the grains for dating.
DOI: 10.17026/dans-zad-bs54
title: Dataset of the effects of alteration degree, moisture and temperature on laser return intensity for mapping geothermal manifestations

description: This dataset is from the laboratory work supporting the published article in Geothermics Journal entitled "The effects of alteration degree, moisture and temperature on laser return intensity for mapping geothermal manifestations" https://doi.org/10.1016/j.geothermics.2021.102250
DOI: 10.17026/dans-xum-j8yj
title: Training Data used in Cloud Computation Using High-Resolution Images for Improving the Sdg Indicator on Open Spaces

description: This dataset contains the training, validation and testing samples used during the research reported in Cloud Computation Using High-Resolution Images for Improving the Sdg Indicator on Open Spaces. DOI: 10.3390/rs12071144
DOI: 10.17026/dans-29m-25a7
title: eHealth ecosystem value proposition survey

description: Two surveys were sent out, within and outside of a large European research consortium, to investigate preference for value propositions of eHealth ecosystems. Different value propositions were presented (10 in the internal and 12 in the external survey) and rated by the participants on their feasibility and importance. Some demographics, mainly concerning the participants work environment, were collected to allow analysis on differences between certain industry types.
DOI: 10.17026/dans-xh9-vur8
title: CGDTSM

description: CGDTSM, whose fullname is Coverage-guided Differential Testing with Syntax-based Mutation. It is a hybrid tool based on Nezha-dt and TLS-diff. CGDTSM exploits the behavioral asymmetries between multiple test programs to focus on inputs that are more likely to trigger logic bugs. Regarding the problem of duplication in root causes, we add a deduplication component based on the paper "Coverage-Guided Differential Testing of TLS Implementations Based on Syntax"
DOI: 10.17026/dans-xvj-58sw
title: Multi-criteria decision analysis for aflatoxin monitoring along the Dutch dairy supply chain

description: Select optimal aflatoxin monitoring from multiple criteria according to different stakeholders’ preference along the Dutch dairy supply chain.
DOI: 10.17026/dans-2zs-t3r4
title: Improved Slime Mould Algorithm Based On Hybrid Strategy Optimization Of Cauchy Mutation And Simulated Annealing

description: In this article, an improved slime mould algorithm (SMA-CSA) is proposed for solving global optimization and the capacitated vehicle routing problem (CVRP). This improvement is based on the mixed-strategy optimization of Cauchy mutation and simulated annealing to alleviate the lack of global optimization capability of the SMA. By introducing the Cauchy mutation strategy, the optimal solution is perturbed to increase the probability of escaping from the local extreme value; in addition, the annealing strategy is introduced, and the Metropolis sampling criterion is used as the acceptance criterion to expand the global search space to enhance the exploration phase to achieve optimal solutions. The performance of the proposed SMA-CSA algorithm is evaluated using the CEC 2013 benchmark functions and the capacitated vehicle routing problem. In all experiments, SMA-CSA is compared with ten other state-of-the-art metaheuristics. The results are also analyzed by Friedman and the Wilcoxon rank-sum test. The experimental results and statistical tests demonstrate that the SMA-CSA algorithm is very competitive and often superior compared to the algorithms used in the experiments. The results of the proposed algorithm on the capacitated vehicle routing problem demonstrate its efficiency and discrete solving ability.
DOI: 10.17026/dans-xxv-sdez
title: Leaf area index field measurements

description: Leaf area index (LAI) field measurements were collected on two meadows and five cultivated fields. This dataset contains the measurements at locations within the fields and the averages per study field.Besides, LAI estimates derived from Sentinel-2 satellite imagery are included. Sentinel-2 LAI maps were generated by VITO and obtained from the VITO Product Distribution Portal. We processed the maps to field-scale LAI estimates. This contains modified Copernicus Sentinel data [2015-2019].The LAI field measurements were used as references for the validation of the Sentinel-2 LAI estimates in the study 'Sentinel-1 soil moisture content retrieval over meadows using a physically based scattering model'.
DOI: 10.17026/dans-xf9-wkpg
title: Assessment of genetic diversity and genetic relationships of farm quail populations using microsatellite DNA markers

description: Genotype data of 50 microsatellite markers for 7 farm and laboratory 6 quail populations in Japan. The format is the same as the input file of GenAlEx program.
DOI: 10.17026/dans-zde-gnpd
title: Do diverse landscapes provide for effective natural pest control in subtropical rice?

description: This datasets comprises data from 20 rice fields embedded in a gradient of landscapes from crop-dominated to semi-natural habitat-dominated, in the Jiangxi Province in China in 2014 and 2015. Each field was split into two plots: in one plot no pesticides were applied and in the other plot farmers applied pesticides according to their normal pest management practices. The dataset comprises information on the focal rice fields, the land use surrounding the focal rice fields, arthropod abundances and diversity, crop damage, an exclusion experiment to assess the potential of natural enemies to suppress pests, pest management practices and rice yield.
DOI: 10.17026/dans-x5h-ym26
title: HRV and subjective state during Qi Gong

description: The data set contains within electro-cardiographic and self report data of 42 practitioners over the course of two Qi Gong exercises and two resting state conditions. Additional demographic and exercise releveant covariates are also part of the data set
DOI: 10.17026/dans-xz7-ut4m
title: Cucumber Spider-mite interaction transcriptome

description: Original transcriptome data (RNA-seq) of leaves of two genotypes that were infested with two-spotted spider mites for 24, 48 or 72 hrs or were left infested.
DOI: 10.17026/dans-xqj-emzr
title: Corn trials in USA

description: Analysis of the effect of GM traits on yield in corn, in the USA
DOI: 10.17026/dans-xb4-je7s
title: Data for "The impact of life on climate stabilisation over different timescales"

description: Produced data from a model of the long-term carbon cycle coupled to a model of marine calcite precipitation and a model of continental uplift and erosion. The model compares surface temperature amplitudes between models of different ocean modes and between models with and without biological enhancement of weathering. The paper has been revised for g-cubed, entitled "The impact of life on climate stabilisation over different timescales".
DOI: 10.17026/dans-2zf-pnd3
title: Supplementary files from the PhD thesis "Warts Wars: The resistant potatoes strike back"

description: Supplementary files from the experimental chapters of the PhD thesis of Charlotte Prodhomme untitled Warts Wars; The resistant potatoes strike back
DOI: 10.17026/dans-ztf-epe3
title: Nitrogen and phosphorus effect on sun-induced fluorescence and gross primary productivity in mediterranean grassland

description: Martini, David, et al. "Nitrogen and phosphorus effect on sun-induced fluorescence and gross primary productivity in mediterranean grassland." Remote sensing 11.21 (2019): 2562.
DOI: 10.17026/dans-z3s-wezp
title: Database of intercrop configurations and agroecosystems for cabbages

description: This database was created for the Sureveg project. It collects existing data on cabbage intercropping regarding the configuration of the system and the productivity and product quality provisioning services.It was used in a meta-analyses to study the effect of intercropping on the provisioning services of cabbage.
DOI: 10.17026/dans-xwe-ufj6
title: Farmers perceptions on the weed management in tomato fields

description: raw data of farmers perceptions on the weed management in the tomato fields
DOI: 10.17026/dans-2az-qbvj
title: Qualitative study of methamphetamine users perspectives on drug subsistence barriers and facilitators

description: This study aims to investigate the lives of adult methamphetamine users in Germany. This qualitative research focuses on how people become addicted to methamphetamine, what are the key harmful effects of the substance on various fields of life. The available literature on this topic analysed nine studies on methamphetamine use. Extensive study has been performed to clarify the impact of methamphetamine. A US research on the neurophysiological and compartmental effects of misuse of crystal methamphetamine found these abuses cause damage to brain regions associated with social cognition and could thus contribute to social cognitive disability. Although methamphetamine is a desire for socialization, the findings indicate that chronic use is associated with depression, violence, and social isolation.
DOI: 10.17026/dans-x5s-qvhp
title: Grant Application Process

description: rant Application Process Data set dataset contains: 1) The anonimised file of the process log: Grants Export ISA4all 2010-2015 anonimysed.csv 2) The Protocol of experiment. 4 files in folder Protocol. 3) Selections, 9 files made for metrics in folder Grant 2014. LICENCE AGREEMENT License CC BY-NC-SA 4.0: The dataset is freely available under the following terms and conditions: 1. All original logs and associated data provided may be used for non-commercial research purposes only. 2. The source of the datasets must be acknowledged in all publications in which it is used. This should be done by referencing all of the following: the dataset's DOI: and the corresponding publications:Roubtsova, E. E., & Wiersma, N. (2018, March). A Practical Extension of Frameworks for Auditing with Process Mining. In ENASE (pp. 406-415).Roubtsova, E., & Wiersma, N. (2018, March). Involvement of Business Roles in Auditing with Process Mining. In International Conference on Evaluation of Novel Approaches to Software Engineering (pp. 24-44). Springer, Cham.
DOI: 10.17026/dans-xhy-3ap3
title: GULF HYCOM 1/12 Data Set for Paper PONE-D-20-06928R1

description: This data set contains 2201 triads of netcdf files with output of a numerical simulation with the Hybrid Coordinate Model (HYCOM) for the geographical area 48E - 58E, 23N - 30N. The archives contains six-days averages of the variables, from Jan 1980 to Dec 2015. The contents are:archm.*_3di.nc contains the baroclinic fields; archm.*_mix.nc the mixed layer variables; archm.*.flx.nc contains the fluxes at the sea surface.
DOI: 10.17026/dans-x56-qfme
title: Accumulation Bias in Meta-Analysis: The Need to Consider Time in Error Control

description: This code produces the tables and figures in:Ter Schure & Gr̈unwald (2019) Accumulation Bias in Meta-Analysis: The Need to Consider Time in Error Control
DOI: 10.17026/dans-znn-hq5x
title: Road Traffic Safety

description: Police reported road traffic casualties and Hospital patients of road traffic crashes were linked and filtered to patients with severity MAIS2+.-Some patients were not reported by the police,-Some linked patients conflict with casualties in their mode of transport-Some patients have missing values-Only for linked patients a region of the crash is present.The challenge is to make an estimate of the total number of casualties for each of the covariates present in this dataset, preferably with a margin.The dataset contains info for three years: 1994, 2009 and 2013 by Year, Mode_hospital, Mode_police, MaxAIS, ProvZH_hospital, ProvAcc_police, ExtCause, Gender, Agegroup, NumberThe sum of Number is 46884, distributed over the years and Linked=Yes/No:Year ------ Yes ------- No ------ Sum1994 --- 9.975 ---- 6.988 -- 16.9632009 --- 4.440 -- 10.446 -- 14.8862013 --- 2.617 ---12.418 -- 15.035sum -- 17.032 -- 29.852 -- 46.884Especially in the last year the intersection between the two sources is small because of poor police reporting. The hospital file is assumed to be complete, although some patients after traffic injury do not receive a proper ExternalCause, so these can only be identified by linking.
DOI: 10.17026/dans-29c-tdq5
title: Rapid vegetation succession and coupled permafrost dynamics in arctic thaw ponds in the Siberian lowland tundra

description: Thermokarst features, such as thaw ponds, are hotspots for methane emissions in warming lowland tundra. Presently we lack quantitative knowledge on the formation rates of formation of thaw ponds and subsequent vegetation succession, necessary to determine their net contribution to greenhouse gas emissions. This study set out to identify development trajectories and formation rates approximate rates of of small-scale ( 1 km2) arctic thaw ponds in north-eastern Siberia. We selected 40 ponds of different age classes based on a time-series of satellite images and measured vegetation composition, microtopography, water table and active layer thicknessthaw depth in the field and measured age of recruiting colonizing shrubs in thaw ponds using dendrochronology. We found that young thaw ponds are characterised by dead shrubs, while older ponds show rapid paludification through colonization bycontain mostly sedges and Sphagnum moss. While dead shrubs and open water are associated with permafrost degradation (lower surface elevation, high active layer thicknesslarger thaw depth), sites with sedge and in particular Sphagnum display indications of permafrost recovery. Recruitment of Betula nana on Sphagnum carpets in ponds indicates a potential recovery towards shrub dominated vegetation, although it remains unclear if and on what timescale this occurs. Our results suggest that thaw ponds display potentially cyclic vegetation succession associated with permafrost degradation and recovery. Thaw pond formation and initial colonization by sedges can occur on subdecadal timescales, which is relatively fast compared to rates known for ice wedge degradation (subdecadal to century-scale). The rates of formation and recovery of small-scale thaw ponds have implications for the greening/browning dynamics and carbon balance of this ecosystem.
DOI: 10.17026/dans-z74-7sxa
title: Datasets for semi-automated Rasch analysis

description: This project aims to develop an automated method for obtaining a valid and reliable instrument using the Rasch model as a basis. Using this automated method, we aim to eliminate the drawbacks of manual Rasch analysis. The first drawback is that Rasch analysis involves different kinds of statistical tests, but there are no strict rules about which test should be performed first. As a result, the decision on how to conduct the analysis depends on one's knowledge and experience, and different decisions may result in different final instruments. Secondly, the Rasch analysis validates instruments by removing misfits sequentially. Henceforth, the analysis becomes more burdensome when dealing with a large number of items. Thus, we introduce a novel criterion to judge the instrument's quality: the higher the score, the better the instrument. With this criterion, we aim for the highest-scoring instrument. We, however, are careful enough to call this a semi-automated method rather than a fully automated one since we are aware that experts' knowledge is invaluable. As a final point, the datasets presented here are used in empirical studies. The simulated datasets are generated randomly and independently to illustrate the characteristics of the semi-automated method. Using real-world datasets, we show that the semi-automated method produces comparable results to the manual Rasch method.These real-world datasets consist of preprocessed versions of three publicly available datasets that can be found in the publications' supplementary data of Vijaya K. Gothwal et al. , Shu Imaizumi and Yoshihiko Tanno , and Elisa Morrone et al. .