cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4121/2c7db0ab-ab2d-4056-8d19-807aa9ed4ae7.v1
title: Dataset for: Introducing a circular construction hub for building material circularity in city: A case study in Leiden, the Netherlands

description: The Dutch government has published the circular economy goal, which aims to reduce 50% consumption of raw materials by 2030 and realize full circularity by 2050. The goal leads the promotion of sustainable development, particularly, on improving the resilience of the self-sufficient material supply chain in the Dutch economy. As one of the largest raw material consumers, the construction sector urgently demands a solution towards building circularity, which mainly indicates increasing the use of secondary materials and reducing demolition and construction waste. Accordingly, the municipality of Leiden takes the leading role of circular transition, and seeks a practical solution in the construction sector at the local scale.The circular construction hub is brought out as an effective solution to the building material circularity transition. A series of conceptual development and a few pilot projects in Utrecht and Amsterdam were established, the effectiveness is proved by the promising results of transportation reduction, and recycling rate improvement.Regardless numbers of the number of studies on the building material flow analysis and the development of the hubs in various forms, limited discussion of practical information for local hubs’ development is provided, and little quantitative analysis of the implementation of the circular construction hub was conducted. Decision-making for the intermediate steps in the transition towards building material circularity, therefore, has little referencing information.Hence, this research proposes the main research question as: How will the circular construction hub support the transition of building material circularity in the cities of the Netherlands? In order to explore the formation and the influence of the circular construction hub in the city with the case study of Leiden. The research firstly specifies the formation of the hub by desk research; then quantifies the urban mining potential and handling capacity of the hub by Material Flow Analysis (MFA); then the suitability analysis of the hub’s location is provided by the Geographical Information System (GIS) based on the transportation emission (Kg CO2 eq).The research aims to draw a comprehensive understanding of the metabolic characteristics of building material flows with the implementation of the circular construction hub, and provide a referencing value for the municipality’s decision-making on developing the hub in city Leiden, and further development in the cities of the Netherlands.The estimation and calculation processes are provided as the following datasets, the corresponding methods are introduced in the thesis report, and the file introduction is provided on the first page of each spreadsheet.
DOI: 10.5285/30bba6e1-de1e-4ef9-97a6-d64e9eaca820
title: Extreme relativistic electron fluxes in GPS orbit: Analysis of NS41 Burst Detector Dosimeter IIR (BDD-IIR) data

description: Relativistic electrons in the Earth's outer radiation belt are a significant space weather hazard. Satellites in GPS-type orbits pass through the heart of the outer radiation belt where they may be exposed to large fluxes of relativistic electrons. In this study we conduct an extreme value analysis of the daily average relativistic electron flux in GPS orbit as a function of energy and L using data from the US NS41 satellite from 10 December 2000 to 25 July 2020. The 1 in 10 year flux at L=4.5, in the heart of the outer radiation belt, decreases with increasing energy ranging from 8.2x10^6 cm^-2s^-1sr^-1MeV^-1 at E = 0.6 MeV to 33 cm^-2s^-1sr^-1MeV^-1 at E = 8.0 MeV. The 1 in 100 year is a factor of 1.1 to 1.7 larger than the corresponding 1 in 10 year event. The 1 in 10 year flux at L=6.5, on field lines which map to the vicinity of geostationary orbit, decrease with increasing energy ranging from 6.2x10^5 cm^-2s^-1sr^-1MeV^-1 at E = 0.6 MeV to 0.48 cm^-2s^-1sr^-1MeV^-1 at E = 8.0 MeV. Here, the 1 in 100 year event is a factor of 1.1 to 13 times larger than the corresponding 1 in 10 year event, with the value of the factor increasing with increasing energy. Our analysis suggests that the fluxes of relativistic electrons with energies in the range 0.6 &lt;= E &lt;= 2.0 MeV in the region 4.25 &lt;= L &lt;= 4.75 have an upper bound. In contrast, further out and at higher energies the fluxes of relativistic electrons are largely unbounded. The research leading to these results has received funding from the Natural Environment Research Council (NERC) grants NE/V00249X/1 (Sat-Risk) and NE/R016038/1.
description: The data used in this study were collected by the Burst Detector Dosimeter IIR (BDD-IIR) on board the US GPS satellite NS41. The data is publicly available from http://www.ngdc.noaa.gov/stp/space-weather/satellite-data/satellite-systems/gps/data/ns41. Full details of the subsequent analysis are given in Meredith et al. (2023).
description: BDD-IIR is a multi-purpose silicon detector system. It features 8 individual channels of a "shield/filter/sensor" design that permits the detector to sample roughly half the celestial sphere while at the same time shielding the silicon sensor elements from most of the incident particle flux.
description: The particle data have been calibrated and quality-controlled prior to release.
DOI: 10.6084/m9.figshare.22664047
title: Table2

description: The concentration of fungus in all fungal treatments is 2×108 spores/ml. The mortality caused by the same fungus isolate was compared by one-way analysis of variance (ANOVA) followed by post hoc Tukey tests with insect species as the factor, the data were checked for normality by Shapiro-Wilk tests before analysis. The data represent the mean of five replicates with standard error. Data with different letters indicate significant differences among different insect species with the same fungal treatment.
DOI: 10.6084/m9.figshare.22664047.v1
title: Table2

description: The concentration of fungus in all fungal treatments is 2×108 spores/ml. The mortality caused by the same fungus isolate was compared by one-way analysis of variance (ANOVA) followed by post hoc Tukey tests with insect species as the factor, the data were checked for normality by Shapiro-Wilk tests before analysis. The data represent the mean of five replicates with standard error. Data with different letters indicate significant differences among different insect species with the same fungal treatment.
DOI: 10.34740/kaggle/dsv/5465918
title: AutoXGB
DOI: 10.5281/zenodo.7848304
title: Workplace bullying, emotional regulation self-efficacy and well-being.

description: Workplace bullying is one of the most relevant social stressors at work. Although previous research has shown its negative consequences on health and well-being, scarce evidence is available about the emotional mechanisms of this relationship. Thus, we conducted a longitudinal study. The final sample comprised 139 participants over 4 waves
DOI: 10.5281/zenodo.7848303
title: Workplace bullying, emotional regulation self-efficacy and well-being.

description: Workplace bullying is one of the most relevant social stressors at work. Although previous research has shown its negative consequences on health and well-being, scarce evidence is available about the emotional mechanisms of this relationship. Thus, we conducted a longitudinal study. The final sample comprised 139 participants over 4 waves
DOI: 10.25377/sussex.7825082.v2
title: Research data for paper 'Proactive and retroactive interference with associative memory consolidation in the snail Lymnaea is time and circuit dependent'

description: Behavioural and electrophysiological data used in the figures for the paper by Crossley et al. published in Communications Biology June 2019 <br> <strong>Abstract for paper</strong> <br> Interference-based forgetting occurs when new information acquired either before or after a learning event attenuates memory expression (proactive and retroactive interference, respectively). Multiple learning events often occur in rapid succession, leading to competition between consolidating memories. However, it is unknown what factors determine which memory is remembered or forgotten. Here, we challenge the snail, <em>Lymnaea</em>, to acquire two consecutive similar or different memories and identify learning-induced changes in neurons of its well-characterized motor circuits. We show that when new learning takes place during a stable period of the original memory, proactive interference only occurs if the two consolidating memories engage the same circuit mechanisms. If different circuits are used, both memories survive. However, any new learning during a labile period of consolidation promotes retroactive interference and the acquisition of the new memory. Therefore, the effect of interference depends both on the timing of new learning and the underlying neuronal mechanisms. <br> <br>
DOI: 10.25377/sussex.7825082.v1
title: Research data for paper ‘Proactive and retroactive interference with associative memory consolidation is time and circuit dependent'.

description: Behavioural and electrophysiological data used in the figures for the paper by Crossley et al. published in Communications Biology June 2019<br><b>Abstract for paper</b><br>Interference-based forgetting occurs when new information acquired either before or after a learning event attenuates memory expression (proactive and retroactive interference, respectively). Often multiple learning events occur in rapid succession, leading to competition between consolidating memory traces. In such cases however it is unknown what factors determine which memory is remembered or forgotten. By subjecting <i>Lymnaea</i> to either two similar or two different types of consecutive single-trial classical conditioning trials, we show that the effect of interference depends both on the timing of new learning and the underlying neuronal mechanisms. When two consolidating memories engage neuronal mechanisms in the same circuit, new learning during a lapse period of the original memory promotes retroactive interference whereas new learning outside lapses promotes proactive interference. When different circuits are involved, retroactive interference still occurs during lapses but new learning during a non-lapse period is not affected by proactive interference and both memories survive.<br><br>
DOI: 10.25377/sussex.7825082
title: Research data for paper 'Proactive and retroactive interference with associative memory consolidation in the snail Lymnaea is time and circuit dependent'

description: Behavioural and electrophysiological data used in the figures for the paper by Crossley et al. published in Communications Biology June 2019 <br> <strong>Abstract for paper</strong> <br> Interference-based forgetting occurs when new information acquired either before or after a learning event attenuates memory expression (proactive and retroactive interference, respectively). Multiple learning events often occur in rapid succession, leading to competition between consolidating memories. However, it is unknown what factors determine which memory is remembered or forgotten. Here, we challenge the snail, <em>Lymnaea</em>, to acquire two consecutive similar or different memories and identify learning-induced changes in neurons of its well-characterized motor circuits. We show that when new learning takes place during a stable period of the original memory, proactive interference only occurs if the two consolidating memories engage the same circuit mechanisms. If different circuits are used, both memories survive. However, any new learning during a labile period of consolidation promotes retroactive interference and the acquisition of the new memory. Therefore, the effect of interference depends both on the timing of new learning and the underlying neuronal mechanisms. <br> <br>
DOI: 10.6084/m9.figshare.20029169
title: Hibernation energetics of the free-ranging greater mouse-eared bats (Myotis myotis)

description: The dataset contains detailed information about the individual arousals that were analysed, i.e. which type was normothermic/cold, the order of the arousal (total events), the maximum temperature during the arousal Tmax, the temperature difference from Ta (Tdiff) in °C, the cumulative temperature change for successive arousals (Cum Tdiff), the duration of the warming, euthermy and cooling phases in minutes, the total arousal time (cum. duration), total fat loss (cum fat), order of arousal day from start of observation (Julian day), order of week, sex, estimate of age of individual, pre-hibernation body mass (in mass) in grams, post-hibernation body mass (end mass) and difference in body mass (mass loss).
DOI: 10.5281/zenodo.6477212
title: Modelling compound flooding: A case study from Indonesia

description: Flood-prone areas can be vulnerable to a range of flooding mechanisms, with the associated hazards likely to increase due to the impacts of global climate change. Here, we investigate compound flooding from waves, sea surge and river flow in northern Jakarta, Indonesia, which is a global hotspot of flooding, by combining process-based coastal and river models. The coastal hydrodynamic modelling of Jakarta Bay shows that, coastal storms can lead to substantial increase in sea water level due to wind and wave setup in the nearshore areas. The compound flood hazard in the low-lying coastal areas surrounding the West Flood Canal in the northern Jakarta, which drains the Cilliwung river, from a range of statistically significant compound flood scenarios, was simulated and analysed. The results reveal that low-lying areas around the river estuary are prone to flooding even during regular, low-intensity storm events while rarer storms caused extensive floods. Floods were not caused by direct overwashing of sea defences but by overspill of riverbanks due to high sea water level caused by wind and wave setup and sea surge obstructing high river flows during compound events. Potential changes to future flooding in the northern Jakarta were investigated by taking into account the regional sea level rise and land subsidence in Jakarta in numerical flood simulations. It was found that the sea level rise combined with rapid land subsidence will inundate the existing coastal flood defences during storms. As vast areas of the city will be below mean sea level by 2100, overwashing of coastal defences will lead to extensive flooding in the northern, western, and eastern Jakarta even during more frequent low-intensity storms.
DOI: 10.5281/zenodo.6477213
title: Modelling compound flooding: A case study from Indonesia

description: Flood-prone areas can be vulnerable to a range of flooding mechanisms, with the associated hazards likely to increase due to the impacts of global climate change. Here, we investigate compound flooding from waves, sea surge and river flow in northern Jakarta, Indonesia, which is a global hotspot of flooding, by combining process-based coastal and river models. The coastal hydrodynamic modelling of Jakarta Bay shows that, coastal storms can lead to substantial increase in sea water level due to wind and wave setup in the nearshore areas. The compound flood hazard in the low-lying coastal areas surrounding the West Flood Canal in the northern Jakarta, which drains the Cilliwung river, from a range of statistically significant compound flood scenarios, was simulated and analysed. The results reveal that low-lying areas around the river estuary are prone to flooding even during regular, low-intensity storm events while rarer storms caused extensive floods. Floods were not caused by direct overwashing of sea defences but by overspill of riverbanks due to high sea water level caused by wind and wave setup and sea surge obstructing high river flows during compound events. Potential changes to future flooding in the northern Jakarta were investigated by taking into account the regional sea level rise and land subsidence in Jakarta in numerical flood simulations. It was found that the sea level rise combined with rapid land subsidence will inundate the existing coastal flood defences during storms. As vast areas of the city will be below mean sea level by 2100, overwashing of coastal defences will lead to extensive flooding in the northern, western, and eastern Jakarta even during more frequent low-intensity storms.
DOI: 10.5281/zenodo.7848187
title: Modelling compound flooding: A case study from Indonesia

description: Flood-prone areas can be vulnerable to a range of flooding mechanisms, with the associated hazards likely to increase due to the impacts of global climate change. Here, we investigate compound flooding from waves, sea surge and river flow in northern Jakarta, Indonesia, which is a global hotspot of flooding, by combining process-based coastal and river models. The coastal hydrodynamic modelling of Jakarta Bay shows that, coastal storms can lead to substantial increase in sea water level due to wind and wave setup in the nearshore areas. The compound flood hazard in the low-lying coastal areas surrounding the West Flood Canal in the northern Jakarta, which drains the Cilliwung river, from a range of statistically significant compound flood scenarios, was simulated and analysed. The results reveal that low-lying areas around the river estuary are prone to flooding even during regular, low-intensity storm events while rarer storms caused extensive floods. Floods were not caused by direct overwashing of sea defences but by overspill of riverbanks due to high sea water level caused by wind and wave setup and sea surge obstructing high river flows during compound events. Potential changes to future flooding in the northern Jakarta were investigated by taking into account the regional sea level rise and land subsidence in Jakarta in numerical flood simulations. It was found that the sea level rise combined with rapid land subsidence will inundate the existing coastal flood defences during storms. As vast areas of the city will be below mean sea level by 2100, overwashing of coastal defences will lead to extensive flooding in the northern, western, and eastern Jakarta even during more frequent low-intensity storms.
DOI: 10.25345/c51n7xx47
title: MassIVE MSV000091752 - Samples_Clinics_Rom_2nd_try_Pos
title: (2nd try) Clinics data Rom positive mode, 20230420
DOI: 10.6084/m9.figshare.22650964.v2
title: Seven day, free-living pedometery data from a rural, African setting

description: The data consists of individual-level (anonymised) 7-day, free-living pedometry data for 789 participants (female = 516, males = 273) between the ages 14-96 years, from a rural African setting (Dikgale Health and Demographic Surveillance System site, Limpopo Province, South Africa). A number of additional variables are included (age, sex, village, month/season, anthropometric, resting heart rate & blood pressure, activity energy expenditure).
DOI: 10.5519/qd.uvg2eqh1
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.5522/04/22494682
title: Supplementary Table 1: Absolute age estimates for archaeolgical contexts in eastern Wallacea

description: Supplementary Table 1 for: <br> <strong>Pleistocene and early Holocene occupation on the eastern Wallacean islands</strong> <br> <strong>In the </strong><em><strong>Oxford Handbook of Island and Coastal Archaeology</strong></em> <br> This table is comprised of archaeological context information, raw results, and Bayesian modelled ages for radiocarbon and optically stiumulated luminescence dates for one site on Kisar (Here Sorort Entapa), nine sites on Timor (Asitau Kuru; Bui Ceri Uato; Bui Ceri Uato Mane; Lene Hara; Lie Siri; Matja Kuru 1; Matja Kuru 2; Uai Bobo 1; and Uai Bobo 2), two sites on Rote (Lua Meko and Manggetek), two sites on Alor (Tron Bon Lei and Makpan), one site on Flores (Liang Bua), two sites on Gebe (Golo and Wetef), one site on Obi (Kelo 6), and one site in the Talauds (Leang Sarru).
DOI: 10.5522/04/22494682.v1
title: Supplementary Table 1: Absolute age estimates for archaeolgical contexts in eastern Wallacea

description: Supplementary Table 1 for: <br> <strong>Pleistocene and early Holocene occupation on the eastern Wallacean islands</strong> <br> <strong>In the </strong><em><strong>Oxford Handbook of Island and Coastal Archaeology</strong></em> <br> This table is comprised of archaeological context information, raw results, and Bayesian modelled ages for radiocarbon and optically stiumulated luminescence dates for one site on Kisar (Here Sorort Entapa), nine sites on Timor (Asitau Kuru; Bui Ceri Uato; Bui Ceri Uato Mane; Lene Hara; Lie Siri; Matja Kuru 1; Matja Kuru 2; Uai Bobo 1; and Uai Bobo 2), two sites on Rote (Lua Meko and Manggetek), two sites on Alor (Tron Bon Lei and Makpan), one site on Flores (Liang Bua), two sites on Gebe (Golo and Wetef), one site on Obi (Kelo 6), and one site in the Talauds (Leang Sarru).
DOI: 10.5522/04/22494838
title: Supplementary Table 2: number of stone artefacts per litre of sediment per years of occupation represented by the archaeolgical context

description: Supplementary Table 2 for <br> <strong>Pleistocene and early Holocene occupation on the eastern Wallacean islands</strong> <br> <strong>In the </strong><em><strong>Oxford Handbook of Island and Coastal Archaeology</strong></em> <br> This dataset is comprised of the archipelago, island, site, archaeological context (layer/phase/spit and horizontal metre square), median Bayesian modelled start and end dates for the context, and the number of stone artefacts in that context. This allows the calculation of stone artefacts per m<sup>2 </sup>per annum for each archaeological context.
DOI: 10.5522/04/22494838.v1
title: Supplementary Table 2: number of stone artefacts per litre of sediment per years of occupation represented by the archaeolgical context

description: Supplementary Table 2 for <br> <strong>Pleistocene and early Holocene occupation on the eastern Wallacean islands</strong> <br> <strong>In the </strong><em><strong>Oxford Handbook of Island and Coastal Archaeology</strong></em> <br> This dataset is comprised of the archipelago, island, site, archaeological context (layer/phase/spit and horizontal metre square), median Bayesian modelled start and end dates for the context, and the number of stone artefacts in that context. This allows the calculation of stone artefacts per m<sup>2 </sup>per annum for each archaeological context.
DOI: 10.15151/esrf-es-1094871885
title: HERCULES practicals: Synchrotron-based X-ray nanotomography

description: HERCULES practicals on X-ray imaging techniques at ID16A
DOI: 10.15151/esrf-es-1094871552
title: HERCULES practicals: Synchrotron-based X-ray nanotomography

description: HERCULES practical on X-ray imaging techniques performed at ID16A
DOI: 10.6084/m9.figshare.22664038
title: data.zip

description: To determine the relative contribution rate of environmental variables to shallow landslide risk for forestland, and clarify the key vegetation factors affecting the shallow landslide risk and their disaster reduction range, seventeen environmental variables were selected, and the Maximum entropy (MaxEnt) model was used to determine the relative contribution rate of these environmental variables to the prediction of shallow landslide risk for forestland.
DOI: 10.6084/m9.figshare.22664038.v1
title: data.zip

description: To determine the relative contribution rate of environmental variables to shallow landslide risk for forestland, and clarify the key vegetation factors affecting the shallow landslide risk and their disaster reduction range, seventeen environmental variables were selected, and the Maximum entropy (MaxEnt) model was used to determine the relative contribution rate of these environmental variables to the prediction of shallow landslide risk for forestland.