cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24119027.v1
title: Ideal Bayesian Spatial Adaptation

description: Many real-life applications involve estimation of curves that exhibit complicated shapes including jumps or varying-frequency oscillations. Practical methods have been devised that can adapt to a locally varying complexity of an unknown function (e.g., variable-knot splines, sparse wavelet reconstructions, kernel methods or trees/forests). However, the overwhelming majority of existing asymptotic minimaxity theory is predicated on homogeneous smoothness assumptions. Focusing on locally Hölder functions, we provide new <i>locally adaptive</i> posterior concentration rate results under the supremum loss for widely used Bayesian machine learning techniques in white noise and nonparametric regression. In particular, we show that popular spike-and-slab priors and Bayesian CART are uniformly locally adaptive. In addition, we propose a new class of repulsive partitioning priors which relate to variable knot splines and which are exact-rate adaptive. For uncertainty quantification, we construct locally adaptive confidence bands whose width depends on the local smoothness and which achieve uniform asymptotic coverage under local self-similarity. To illustrate that spatial adaptation is not at all automatic, we provide lower-bound results showing that popular hierarchical Gaussian process priors fall short of spatial adaptation. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.24119027
title: Ideal Bayesian Spatial Adaptation

description: Many real-life applications involve estimation of curves that exhibit complicated shapes including jumps or varying-frequency oscillations. Practical methods have been devised that can adapt to a locally varying complexity of an unknown function (e.g., variable-knot splines, sparse wavelet reconstructions, kernel methods or trees/forests). However, the overwhelming majority of existing asymptotic minimaxity theory is predicated on homogeneous smoothness assumptions. Focusing on locally Hölder functions, we provide new <i>locally adaptive</i> posterior concentration rate results under the supremum loss for widely used Bayesian machine learning techniques in white noise and nonparametric regression. In particular, we show that popular spike-and-slab priors and Bayesian CART are uniformly locally adaptive. In addition, we propose a new class of repulsive partitioning priors which relate to variable knot splines and which are exact-rate adaptive. For uncertainty quantification, we construct locally adaptive confidence bands whose width depends on the local smoothness and which achieve uniform asymptotic coverage under local self-similarity. To illustrate that spatial adaptation is not at all automatic, we provide lower-bound results showing that popular hierarchical Gaussian process priors fall short of spatial adaptation. Supplementary materials for this article are available online.
DOI: 10.12770/20abbfaa-d8c2-423e-be90-6ccd78e9c393
title: Surveillance des contaminants chimiques dans les poissons des campagnes Ifremer (2014 à 2015)

description: Mesure de concentrations en contaminants chimiques dans des poissons prélevés lors des campagnes halieutiques mises en œuvre par l'Ifremer : EVHOE 2014, IBTS 2015, MEDITS 2015 et PELMED 2015. Les substances mesurées sont les éléments traces métalliques (As, Cd, Pb, Hg) et des contaminants organiques (Dioxines (PCDDs), Furanes (PCDFs), PCB Dioxine like et PCB non-Dioxine like).
DOI: 10.25318/1510003401-fra
title: Migration interprovinciale selon la langue maternelle et la géographie pour les migrants interprovinciaux âgés de 5 ans et plus, 1971 à 2021

description: Migration entre les provinces et les territoires (nombres et taux pour les entrées, les sorties et les soldes migratoires) selon la langue maternelle pour la période allant de 1971 à 2021. Les données proviennent des recensements de la population et de l'Enquête nationale auprès de ménages de 2011.
DOI: 10.25345/c5g15tn5z
title: MassIVE MSV000093628 - Lu_TP53stability_BioID_P103_6600_VS50
title: This dataset consists of 20 raw MS files and associated peak lists and results files, acquired on AB Sciex TripleTOF 6600 mass spectrometer operated in Data Dependent Acquisition mode. Samples were generated by YiQing Lu. BioID and Mass spectrometry acquisition was performed by Zhen-Yuan Lin. Analysis was performed by YiQing Lu, Anne-Claude Gingras, and Daniel Schramek. The files are associated with a manuscript submitted for publication by YiQing Lu et al. The main goal of this paper was to identify novel interactors of wild-type and p53 mutants commonly found in cancer. This dataset profiles the interactomes of novel p53 interactors (CCDC6 and FBXO42) Daniel Schramek is the corresponding author of the manuscript (schramek@lunenfeld.ca); Anne-Claude Gingras should be contacted for questions on this dataset (gingras@lunenfeld.ca) This submission is associated with 3 Supplementary Files (in addition to this README file) Table 1 describes the composition of this dataset Table 2 lists all the peptide identification evidence (as per iProphet) Table 3 lists the SAINTexpress interactions
DOI: 10.18462/iir.icr.2023.0488
title: An experimental investigation of Refrigerant Mixtures evaporative heat transfer coefficient inside multiport minichannel tube.
DOI: 10.6073/pasta/a5f1f49ed8073675fdc0c0609b748643
title: Biogeochemistry data set for Imnavait Creek Weir on the North Slope of Alaska 2002-2018

description: Data file containing biogeochemical data of water samples collected in Imnavait Creek, North Slope of Alaska. Sample site descriptors include a unique assigned number (sortchem), site, date, time, depth, distance (downstream), and elevation. Values of variables measured in the field include temperature, conductivity, pH. Chemical analysis for samples include alkalinity, dissolved organic carbon (DOC), inorganic and total dissolved nutrients particulate carbon, nitrogen, and phosphorus, cations and anions.
DOI: 10.18462/iir.icr.2023.0480
title: Computational fluid dynamics simulations of a two-phase R-744 ejector geometry in expansion processes of vapor-compression refrigeration systems.
DOI: 10.18462/iir.icr.2023.0450
title: Energy efficient and climate friendly refrigeration systems onboard fishing vessels.
DOI: 10.5281/zenodo.10356132
title: The correlation between human seminal plasma sialoproteins and ejaculate parameters
DOI: 10.5281/zenodo.10356133
title: The correlation between human seminal plasma sialoproteins and ejaculate parameters
DOI: 10.5281/zenodo.10353021
title: Tower Defence games specs

description: CSV file contains specs from 40 different free mobile tower defence games. Games can be found in Google Play Store.
DOI: 10.5281/zenodo.10353022
title: Tower Defence games specs

description: CSV file contains specs from 40 different free mobile tower defence games. Games can be found in Google Play Store.
DOI: 10.18462/iir.icr.2023.0448
title: Gas cooler heat driven sub-cooling system for CO2 chillers.
DOI: 10.18462/iir.icr.2023.0385
title: Numerical simulation of heat transfer for a refrigerator freezer cabinet gasket based on the static analysis of the assembly.
DOI: 10.25318/1510003501-eng
title: Interprovincial migration by first official language spoken and geography for interprovincial migrants aged 5 years and over, 1971 to 2021

description: Migration between provinces and territories (numbers and rates for in-migration, out-migration and net migration) by first official language spoken from 1971 to 2021. These data are based on the Census of Population and the 2011 National Household Survey.
DOI: 10.6073/pasta/64884e966cbef925f1ba2e34e245500e
title: Geogenic Gases in a Red Wood-Ant Nest and Soil in the Neuwied Basin, Germany 2016

description: Geochemical tracers of crustal fluids (CO2, He, Rn) provide a useful tool for the identification of buried fault structures. We acquired geochemical data during 7 months of continual sampling to identify causal processes underlying correlations between ambient air and degassing patterns of three gases (CO2, He, Rn) in a nest of red wood ants (Formica polyctena; “RWA”) and the soil at Goloring in the Neuwied Basin, a part of the East Eifel Volcanic Field (EEVF). We explored whether temporal relations and degassing rhythms in soil and nest gas concentrations could be indicators of hidden faults through which the gases migrate to the surface from depth. In nest gas, the coupled system of CO2-He and He concentrations exceeding atmospheric standards 2-3 fold suggested that RWA nests may be biological indicators of hidden degassing faults and fractures at small scales. Equivalently periodic degassing infradian rhythms in the RWA nest, soil, and three nearby mineral springs suggested NW-SE and NE-SW tectonic linkages. Because volcanic activity in the EEVF is dormant, more detailed information on the EEVF’s tectonic, magmatic, and degassing systems and its active tectonic fault zones are needed. Such data could provide additional insights into earthquake processes that are related to magmatic processes at the lower crust.
DOI: 10.5281/zenodo.8124407
title: Disentangling Historical Relationships Within Poeciliidae (Teleostei: Cyprinodontiformes) Using Ultraconserved Elements

description: The present dataset contains alignments and trees associated with the article "Disentangling Historical Relationships Within Poeciliidae (Teleostei: Cyprinodontiformes) Using Ultraconserved Elements". Raw reads can be found at http://www.ncbi.nlm.nih.gov/bioproject/992473
DOI: 10.5281/zenodo.8124408
title: Disentangling Historical Relationships Within Poeciliidae (Teleostei: Cyprinodontiformes) Using Ultraconserved Elements

description: The present dataset contains alignments and trees associated with the article "Disentangling Historical Relationships Within Poeciliidae (Teleostei: Cyprinodontiformes) Using Ultraconserved Elements". Raw reads can be found at http://www.ncbi.nlm.nih.gov/bioproject/992473
DOI: 10.5281/zenodo.10356388
title: FINTECH – ВАЖНЫЙ АСПЕКТ ЦИФРОВОЙ ТРАНСФОРМАЦИИ БАНКОВСКОГО БИЗНЕСА.
DOI: 10.5281/zenodo.10356387
title: FINTECH – ВАЖНЫЙ АСПЕКТ ЦИФРОВОЙ ТРАНСФОРМАЦИИ БАНКОВСКОГО БИЗНЕСА.
DOI: 10.18462/iir.icr.2023.0906
title: The ways to implement refrigeration and air conditioning in transport using heat utilizing refrigerators.
DOI: 10.5281/zenodo.8344613
title: The upgrade of Waveform Dataset in Continuous Mode by improved Montefeltro Seismic Network (MF) in Central-Northern Italy from 2021 to 2022

description: The temporary seismic network of Montefeltro (FDSN Network code: 1S),which covers from December 2018 a geographic area between the regions ofEmilia-Romagna and the Marches in central-northern Italy, was implemented with anew seismic station (ISC Station code: MF05) located in the surroundings of thetown of Perticara (RN), Italy. The new station increases the coverage in thenorthern sector of the above described area and the recording by the local networkcombined with that of the National Seismic Network allows to obtain a betterresolution in the relocation of events occurred in the area. After this stationaddition, the array of Montefeltro seismic network actually consists of fourstations with the last one equipped by dynamic digitizer (Gaia2 data acquisitionunit) and three component extended band seismometer (Lennartz 3D/5s sensor).The local mobile network records seismic data in continuous mode at 100 sps.
Data availability for all the stations (registered in ISC) of the network 1Sduring the time period 2021-2022 is tabled and uploaded in an apart pdf file. Seismic Instruments and Dataless information:Station code    Sensor                     RecorderMF01               Lennartz 3D/5s        Sara SL06MF03               Guralp CMG/20s     Reftek 130MF04               Guralp CMG/30s     Reftek 130MF05               Lennartz 3D/5s        INGV Gaia2
The dataless files are separately provided. The dataless format containsa complete and comprehensive history of metadata for seismic networksand their stations, including geographic coordinates and response information.
List for the dataless files of the Montefeltro seismic networkMF01              1S_MF01.dlessMF03              1S_MF03.dlessMF04              1S_MF04.dlessMF05              1S_MF05.dless
The complete dataset of this study is also uploaded in the Zenodo repository.The repository contains a zip file for each recording year, subdivided bystations belonging to the network 1S, and a single zip file for the dataless files.
description: Data software:
The miniseed data are viewable by PQL software 
(https://www.passcal.nmt.edu/content/pql-ii-program-viewing-data
[www.passcal.nmt.edu]).
DOI: 10.5281/zenodo.8344614
title: The upgrade of Waveform Dataset in Continuous Mode by improved Montefeltro Seismic Network (MF) in Central-Northern Italy from 2021 to 2022

description: The temporary seismic network of Montefeltro (FDSN Network code: 1S),which covers from December 2018 a geographic area between the regions ofEmilia-Romagna and the Marches in central-northern Italy, was implemented with anew seismic station (ISC Station code: MF05) located in the surroundings of thetown of Perticara (RN), Italy. The new station increases the coverage in thenorthern sector of the above described area and the recording by the local networkcombined with that of the National Seismic Network allows to obtain a betterresolution in the relocation of events occurred in the area. After this stationaddition, the array of Montefeltro seismic network actually consists of fourstations with the last one equipped by dynamic digitizer (Gaia2 data acquisitionunit) and three component extended band seismometer (Lennartz 3D/5s sensor).The local mobile network records seismic data in continuous mode at 100 sps.
Data availability for all the stations (registered in ISC) of the network 1Sduring the time period 2021-2022 is tabled and uploaded in an apart pdf file. Seismic Instruments and Dataless information:Station code    Sensor                     RecorderMF01               Lennartz 3D/5s        Sara SL06MF03               Guralp CMG/20s     Reftek 130MF04               Guralp CMG/30s     Reftek 130MF05               Lennartz 3D/5s        INGV Gaia2
The dataless files are separately provided. The dataless format containsa complete and comprehensive history of metadata for seismic networksand their stations, including geographic coordinates and response information.
List for the dataless files of the Montefeltro seismic networkMF01              1S_MF01.dlessMF03              1S_MF03.dlessMF04              1S_MF04.dlessMF05              1S_MF05.dless
The complete dataset of this study is also uploaded in the Zenodo repository.The repository contains a zip file for each recording year, subdivided bystations belonging to the network 1S, and a single zip file for the dataless files.
description: Data software:
The miniseed data are viewable by PQL software 
(https://www.passcal.nmt.edu/content/pql-ii-program-viewing-data
[www.passcal.nmt.edu]).
DOI: 10.18462/iir.icr.2023.0445
title: Logistique urbaine et standard de livraisons multi-température.
DOI: 10.18462/iir.icr.2023.0400
title: Phase change materials in packaging for buffering temperature fluctuation during short-range distribution of perishable food products.
DOI: 10.25318/https://doi.org/10.25318/1510003501-fra
title: Migration interprovinciale selon la première langue officielle parlée et la géographie pour les migrants interprovinciaux âgés de 5 ans et plus, 1971 à 2021

description: Migration entre les provinces et les territoires (nombres et taux pour les entrées, les sorties et les soldes migratoires) selon la première langue officielle parlée pour la période allant de 1971 à 2021. Les données proviennent des recensements de la population et de l'Enquête nationale auprès de ménages de 2011.
DOI: 10.18462/iir.icr.2023.0319
title: Investigation of adhesive force of ice by addition of surfactant to catechin solution used to obtain bactericidal effect.
DOI: 10.6073/pasta/e7b4601f0dc499d72b9881cdbb0c58be
title: Rhythms and Nocturnal Activities of Wood Ants in the Neuwied Basin, Germany 2010-2016

description: In situ activity patterns of two Formica-rufa group species (F. pratensis; F. polyctena) were continuously studied at four different red wood-ant nests during six months in each of the years 2010, 2011, 2012, and 2016 and related to weather factors and variations of the Earth’s magnetic field. In situ activity patterns of both species are similarly periodic and exhibit ultradian, and short and long infradian rhythms under natural Light:Dark conditions. Crepuscular and nocturnal activities ≤ 4-hr long were observed in both species, especially at the new moon and first quarter after the astronomical twilight in a period of darkness in fall. We hypothesize that local variability in Earth’s magnetic field affects long-term activity patterns, whereas humidity and temperature were more strongly associated with ultradian rhythms (less than 20 hr).
DOI: 10.5281/zenodo.10354693
title: Mutual neutralisation of NO+ with O-

description: The data files found here contain the data as obtained and displayed in "Mutual neutralisation of NO+ with O-" published in Physical Review Letters.
DOI: 10.18462/iir.icr.2023.0299
title: Ageing of insulated marine containers with polyurethane foam expanded with cyclopentane.
DOI: 10.5281/zenodo.10356421
title: THE POPULATION WISHES FOR POVERTY REDUCTION AND EMPLOYMENT
DOI: 10.5281/zenodo.10356422
title: THE POPULATION WISHES FOR POVERTY REDUCTION AND EMPLOYMENT
DOI: 10.6084/m9.figshare.24625290
title: Column descriptor

description: Detailed information for each column of the dataset
DOI: 10.6084/m9.figshare.24625293.v1
title: PL calculation and SD extraction and calculation

description: PL calculation and SD extraction and calculation
DOI: 10.6084/m9.figshare.24625299
title: PolLimCrop dataset

description: dataset file composed of one sheet, with 1169 records. The dataset includes 66 columns, described in 'Column_Descriptor' .txt file.
DOI: 10.6084/m9.figshare.24625293
title: PL calculation and SD extraction and calculation

description: PL calculation and SD extraction and calculation
DOI: 10.6084/m9.figshare.24625290.v1
title: Column descriptor

description: Detailed information for each column of the dataset
DOI: 10.6084/m9.figshare.24625311.v1
title: Details of acceptance/rejection information

description: Details of acceptance/rejection information
DOI: 10.6084/m9.figshare.24625311
title: Details of acceptance/rejection information

description: Details of acceptance/rejection information
DOI: 10.6073/pasta/8257e8dfe5ee792b595054f8fd64f0c4
title: Understory Removal Experiment at Harvard Forest 1956-2018

description: In 1956, Ernie Gould and colleagues established an experiment to test whether removing understory trees will accelerate the growth of the residual overstory. The motivation for the experiment was the suggestion that the understory uses growth materials that would otherwise be available for the main canopy crop trees, and that if the understory were removed the development of the crop trees would be accelerated.
 In Tom Swamp Compartment I, a 300’ by 400’ rectangular plot was established in a closed-canopy hardwood forest, and every tree &gt;2 inches dbh was mapped, measured and assigned to the overstory or understory. In half of the plot, all understory trees and woody shrubs were cut. Wood and brush were removed from the study area. Sprouts that emerged were killed by spraying with 2-4-5-T and kerosene in 1956 and 1958.
 Diameter growth measurements of the remaining trees (overstory in the treated area; overstory and understory in the control) were repeated in 1960, 1966, 1969, and 1975 as part of the original experiment. The control portion of the plot was measured in 2003 and 2018.
 This data set contains tree measurements from the control portion of the site for 1956, 1969, 1975, 2003, and 2018. Additional measurements are available on paper data sheets in the Harvard Forest Document Archives (Research File HF 1956-03). Results of the understory removal experiment are reported in Kelty and Gould (1987).
DOI: 10.5281/zenodo.10351898
title: Empirical data, qualitative codes, analysis: Schuur J.S. et al. Identifying levers of urban neighbourhood transformation. npj Urban Sustainability (2023)

description: Please refer to the stand-alone "2023_SchuurJS_UrbanSustainabilityfinal.html" file where the analysis and results corresponding to the article titled: "Identifying levers of urban neighbourhood transformation using serious games" is presented. The underlying data sets and Rmarkdown script used for the analysis can be used to re-run the analysis. Ensure to read the "0_README.txt" file to build the appropriate folder structure to do so.
DOI: 10.5281/zenodo.10351899
title: Empirical data, qualitative codes, analysis: Schuur J.S. et al. Identifying levers of urban neighbourhood transformation. npj Urban Sustainability (2023)

description: Please refer to the stand-alone "2023_SchuurJS_UrbanSustainabilityfinal.html" file where the analysis and results corresponding to the article titled: "Identifying levers of urban neighbourhood transformation using serious games" is presented. The underlying data sets and Rmarkdown script used for the analysis can be used to re-run the analysis. Ensure to read the "0_README.txt" file to build the appropriate folder structure to do so.
DOI: 10.25318/1310087201-eng
title: Vitamin D status of Canadians, combined cycles, by age group and sex

description: Vitamin D status of Canadians aged 3 to 79, by age group and sex. Data was collected between 2007 and 2019 and represents Canadians living in the 10 provinces (territories were excluded).
DOI: 10.18462/iir.icr.2023.0202
title: The development of night deliveries in urban areas of temperature-controlled foodstuff.
DOI: 10.6073/pasta/e11b53578c79ac8542f31d754a4f32fb
title: Leaf and Flower Phenology of Woody Plant Species at Harvard Forest and Southern Quebec 2015

description: Accurate predictions of spring plant phenology with climate change are critical for projections of growing seasons, plant communities and a number of ecosystem services, including carbon storage. Progress towards prediction, however, has been slow because the major cues known to drive phenology – temperature (including winter chilling and spring forcing) and photoperiod – generally covary in nature and may interact, making accurate predictions of plant responses to climate change complex and nonlinear. Alternatively, recent work suggests many species may be dominated by one cue, which would make predictions much simpler.
 Here, we manipulated all three cues across 28 woody species from two North American forests. Study sites were Harvard Forest and St. Hipplolyte, Quebec. Species were selected for this study based on their prevalence at the study sites; 28 species are included in this study. At each site, multiple cuttings of six or more representative individuals were collected. In total, we tracked the phenology of 2,137 cuttings from 275 individual source plants.
 All species responded to all cues examined. Chilling exerted a strong effect, especially on budburst (-15.8 d), with responses to forcing and photoperiod greatest for leafout (-19.1 and -11.2 d, respectively). Interactions between chilling and forcing suggest that each cue may compensate somewhat for the other. Cues varied across species, leading to staggered leafout within each community and supporting the idea that phenology is a critical aspect of species’ temporal niches.
 Our results suggest that predicting the spring phenology of communities will be difficult, as all species we studied could have complex, nonlinear responses to future warming.