cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4121/e1d6a078-9022-4f48-9aa6-e22389980fee.v1
title: Dataset: Continuous Human Activities Utilizing Three Pulsed Radars Exploiting Multipath

description: The dataset consists of recordings showcasing multipath reflection for two out of three radars within a radar network. It utilizes the PulsON P410 - Time Domain radar by Humatics, operating as an Ultra Wideband radar. The dataset consists of 45 folders, organized for 14 participants, covering range-time data, micro-Doppler spectrogram data, and range-Doppler data. It includes 12 classes like <em>'Junk/BRN,' 'Walking,' 'Stationary,' 'Sitting down,' 'Standing up (Sit),' 'Bending (Sit),' 'Bending (Sta),' 'Falling (Wlk),' 'Standing up (Fal),' 'Falling (Sta),' 'Micro Gesture,' </em>and <em>'Walking (Obj),' </em>each characterizing specific movements or actions during three repetitions of 60 seconds of data recording. Further details can be found in the accompanying readme file.<br>Dataset parameters:<strong>Continuous </strong>recorded <strong>data </strong>using a radar network of 60 sec<strong>2 radars </strong>out of 3 radars provide <strong>multipath </strong>reflections<strong>Ready </strong>to use radar <strong>data </strong>of:<strong>range-time </strong>data<strong>micro-Doppler spectrogram</strong> data<strong>range-Doppler</strong> data<strong>14 participants</strong> (7 male, 7 female)<strong>12 classes</strong> of translation and in-place activities<strong>Background noise</strong> recording includedZenodo source and GitHub to read the files (code also included here)<br>Radar parameters:Center frequency: 4.3 GHzBandwidth: 2.2GHzOeration mode: MonostaticPulse integration Index: 10 (1024 coherent integrations)PRI/PRF: 8.2ms / 122HzAntennae: Omnidirectional broadband antennas
DOI: 10.5281/zenodo.10563021
title: Structural, ecological and biogeographical attributes of European vegetation alliances

description: This is a database of structural, ecological and biogeographical attributes of 1106 European phytosociological alliances. The data in this version (1.0) correspond to those published by Preislerová et al. (2024). This article also contains definitions and descriptions of individual attributes. The data are provided in two files with identical contents, one in the XLSX format, and the other in the TXT format with columns separated by tabs.

Preislerová Z., Marcenò C., Loidi J., Bonari G., Borovyk D., Gavilán R.G., Golub V., Terzi M., Theurillat J.-P., Argagnon O., Bioret F., Biurrun I., Campos J.A., Capelo J., Čarni A., Çoban S., Csiky J., Ćuk M., Ćušterevska R., Dengler J., Didukh Ya., Dítě D., Fanelli G., Fernández-González F., Guarino R., Hájek O., Iakushenko D., Iemelianova S., Jansen F., Jašková A., Jiroušek M., Kalníková V., Kavgacı A., Kuzemko A., Landucci F., Lososová Z., Milanović Đ., Molina J.A., Monteiro-Henriques T., Mucina L., Novák P., Nowak A., Pätsch R., Perrin G., Peterka T., Rašomavičius V., Reczyńska K., Rūsiņa S., Sánchez Mata D., Santos Guerra A., Šibík J., Škvorc Ž., Stešević D., Stupar V., Świerkosz K., Tzonev R., Vassilev K., Vynokurov D., Willner W. & Chytrý M. (2024) Structural, ecological and biogeographical attributes of European vegetation alliances. Applied Vegetation Science, 27, e12766. https://doi.org/10.1111/avsc.12766
DOI: 10.5281/zenodo.7981586
title: Building part specific material inventory dataset for residential buildings in Finland

description: This dataset contains material volumes (m<sup>3</sup>), material masses (kg), and material intensities (kg/m<sup>2</sup>) for representative buildings from 45 residential building cohorts in Finland. These data are presented per material and in total, aggregated on three hierarchical levels on the correspondingly named sheets in the OpenDocument Spreadsheet (ODS) file: the entire building (<em>data_building</em>), distinguished between vertical building levels (<em>data_building_level</em>), and distinguished between building parts (<em>data_building part</em>). Further details on the data are provided on the <em>description</em> sheet in the same file. The cohorts are based on building type, main frame material, main façade material, and construction decade. Each cohort is represented by one inventoried building, covering the combinations in the tables below. All buildings are located in the city of Vantaa, Finland, with the exception of the 1940s and 1950s houses, which are based on type-planned houses and thus have no specific location. <strong>One dwelling house cohorts included in the dataset</strong> Frame material, Facade material 1940s 1950s 1960s 1970s 1980s 1990s 2000s 2010s Wood, Wood D D D T D D D D Wood, Brick T T D T T T T Brick, Brick D D D* D D D Concrete, Concrete D T D D D D Concrete, Brick T D T T T T <strong>Block of flats cohorts included in the dataset</strong> Frame material, Facade material 1940s 1950s 1960s 1970s 1980s 1990s 2000s 2010s Concrete, Concrete D D D D D D Concrete, Brick T T T T T T <em>D = Direct record based on construction documents.<br> T = Theoretical variant with alternative façade material based on typical contemporary construction practice. All properties except the cladding and any related materials (e.g. battens) are identical with the corresponding direct record.<br> * Geometry determined based on construction documents from 1979 due to lack of suitably sized cases dated in the 1980s. Insulation thicknesses adjusted to match the represented decade’s building code.</em> The data are primarily based on digitized construction documents obtained from the Vantaa building inspection authority’s archives through the purchase portal <em>Lupapiste Kauppa</em> (https://kauppa.lupapiste.fi/). The 1940s and 1950s type-planned houses’ drawings are from the National Archives of Finland.
description: This work received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement number 821201 (Circular Construction In Regenerative Cities (CIRCuIT)). The work was also supported by the Forest Value ERA.net project "InFutUReWood" (2019–2022), which was financially supported by the Finnish Ministry of the Environment and others under grant number VN/4236/2018.
DOI: 10.5281/zenodo.8219915
title: Building part specific material inventory dataset for residential buildings in Finland

description: This dataset contains material volumes (m<sup>3</sup>), material masses (kg), and material intensities (kg/m<sup>2</sup>) for representative buildings from 45 residential building cohorts in Finland. These data are presented per material and in total, aggregated on three hierarchical levels on the correspondingly named sheets in the OpenDocument Spreadsheet (ODS) file: the entire building (<em>data_building</em>), distinguished between vertical building levels (<em>data_building_level</em>), and distinguished between building parts (<em>data_building part</em>). Further details on the data are provided on the <em>description</em> sheet in the same file. The cohorts are based on building type, main bearing material, main façade material, and construction decade. Each cohort is represented by one inventoried building, covering the combinations in the tables below. All buildings are located in the city of Vantaa, Finland, with the exception of the 1940s and 1950s houses, which are based on type-planned houses and thus have no specific location. <strong>One dwelling house cohorts included in the dataset</strong> Bearing material, Facade material 1940s 1950s 1960s 1970s 1980s 1990s 2000s 2010s Wood, Wood D D D T D D D D Wood, Brick T T D T T T T Brick, Brick D D D* D D D Concrete, Concrete D T D D D D Concrete, Brick T D T T T T <strong>Block of flats cohorts included in the dataset</strong> Bearing material, Facade material 1940s 1950s 1960s 1970s 1980s 1990s 2000s 2010s Concrete, Concrete D D D D D D Concrete, Brick T T T T T T <em>D = Direct record based on construction documents.<br> T = Theoretical variant with alternative façade material based on typical contemporary construction practice. All properties except the cladding and any related materials (e.g. battens) are identical with the corresponding direct record.<br> * Geometry determined based on construction documents from 1979 due to lack of suitably sized cases dated in the 1980s. Insulation thicknesses adjusted to match the represented decade’s building code.</em> The data are primarily based on digitized construction documents obtained from the Vantaa building inspection authority’s archives through the purchase portal <em>Lupapiste Kauppa</em> (https://kauppa.lupapiste.fi/). The 1940s and 1950s type-planned houses’ drawings are from the National Archives of Finland (https://astia.narc.fi/). Version note: Compared to the first version of the dataset, this version (1.0.1) only has changes to the terminology and some minor spelling corrections. The building data are identical, as are their locations in the tables.
description: This work received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement number 821201 (Circular Construction In Regenerative Cities (CIRCuIT)). The work was also supported by the Forest Value ERA.net project "InFutUReWood" (2019–2022), which was financially supported by the Finnish Ministry of the Environment and others under grant number VN/4236/2018.
DOI: 10.4121/56e91fd7-80f0-4be7-b00c-d68be375675e.v1
title: Supplementary material Chapter 4 of PhD thesis: "To Rebehold the Cell: Natural and Synthetic Cell Cycles Through the Lenses of Macromolecular Motion"

description: PhD thesis "To Rebehold the Cell: Natural and Synthetic Cell Cycles Through the Lenses of Macromolecular Motion"; Chapter 4 "The impact of DnaA titration on <em>Escherichia coli </em>DNA replication initiation elucidated through live-cell single-particle tracking"; Supplementary Material. Contains supplementary tables, figures and the source data used to generate the figures in the main text.
DOI: 10.4121/27ceca49-75c0-49a4-a17d-8c6de4074709.v1
title: Supplementary material Chapter 5 of PhD thesis: "To Rebehold the Cell: Natural and Synthetic Cell Cycles Through the Lenses of Macromolecular Motion"

description: PhD thesis "To Rebehold the Cell: Natural and Synthetic Cell Cycles Through the Lenses of Macromolecular Motion"; Chapter 5 "A synthetic, homeostatic genetic circuit enables titration-based control of DNA replication initiation in <em>Escherichia coli</em>"; Supplementary Material. Contains supplementary tables, figures and the source data used to generate the figures in the main text.
DOI: 10.5281/zenodo.10603410
title: Dodo_cpp results
DOI: 10.5281/zenodo.10603411
title: Dodo_cpp results
DOI: 10.34808/r539-cj75
title: The absorption and fluorescence spectra of novel bisacridines (IKE15-19, IKE21) and IE10, potential antifungal agents

description: Optical measurements of novel bisacridines (IKE15-19, IKE21) and IE10 were conducted. The absorption spectra were recorded from 300 to 800 nm. The fluorescence emission spectra were determined with excitation and emission wavelengths described in the file. All measurements were recorded using a multiplate reader, Tecan Spark 10M.
DOI: 10.34808/9jhn-h465
title: Effects of liquid phase modification on the performance of biotrickling filters

description: Dataset presents the effects of liquid phase modification on the biotrickling filtration (BTF) performance of air polluted with toluene, ethylbenzene, xylene and styrene.
Three biofiltration processes were run in similar biotrickling filters, packed with polyurethane foam discs, inoculated with activated sewage sludge from municipal wastewater treatment plant. The treated air contained 20 – 40 ppm v/v of each from above listed volatile organic compounds (VOCs). Empty bed residence time was 60 seconds in all processes. Process performance is presented as the changes of removal efficiency (RE, %) of VOCs during the biofiltration time. The performance evaluation was based on determination of VOCs concentrations in the biofilter inlet and outlet gas streams using gas chromatography with flame ionization detector. Following results are presented:
a. control biotrickling filter (no modification of trickling liquid; trickling liquid contained only mineral salt medium (MSM) dissolved in distilled water with composition: KH2PO4 (3 g/L), Na2HPO4×2H2O (7.6 g/L), NH4Cl (1 g/L) and NaCl (0.5 g/L));
b. modification of trickling liquid using silicone oil (silicone oil, viscosity 20 cSt, VWR; addition of 1.5 – 5 % v/v to MSM solution);
c. modification of trickling liquid using sodium dodecylsulphate (SDS, POCh, addition of 0.24 g/L).
The data were collected during investigations performed in the project "Simultaneous treatment and energetic valorization of waste air from biological processing of municipal waste in the Baltic Sea Region", DEC-9/2022/IDUB/II.2/Sc, Gdansk University of Technology, grant under the Scandium - "Excellence Initiative - Research University" program.
DOI: 10.34808/j2b4-2b85
title: Development of conductive porous media as packing materials for biotrickling filter – microbial fuel cell system (BTF-MFC system)

description: Dataset presents values of electrical resistance measured for three developed conductive packimg materials for the application in a BTF-MFC system.
The materials were as follows: ceramic Rashig rings (BROWIN, Poland) and polyurethane foam (PPI 10, Murano Feniks, Poland). Three variants were of the materials were prepared as follows:

R1: Rashig rings impregnated by immersion in molasses for four days and then subjected to calcination at a temperature of 700°C for 4 hours (RSD 50x300/100P, Czylok, Poland).
R2 hydro: Rasching rings subjected to hydrothermal carbonization: the rings were impregnated in molasses by immersion for four days and  then subjected to hydrothermal carbonization in a at 180°C for 24 hours in a closed vessel. Then, the rings were subjected to calcination procedure in the laboratory furnace in anaerobic conditions at a temperature of 700°C for 4 hours (RSD 50x300/100P, Czylok, Poland).
PU disk: Polyurethane foam disk (PPI 10) covered with ceramic slurry obtained by the following procedure: oxides in the form of fine powder were mixed in mass proportion of SiO2 46,2%, Al2O3 26,4%, ZrO2 27,4%, then water glass (potassium silicate solution) was added in a ratio 2:1 by mass with a constant mixing. Disks were immersed in the obtained slurry and after removing of the redundant slurry left for drying at a temperature of 85°C for 5 hours. Next, the calcination process was conducted in the laboratory furnace in anaerobic conditions at a temperature of 600°C for 4 hours (muffle furnace, FCF 12SHM/n, Czylok, Poland). After cooling hard, porous ceramic disks were obtained and subjected to impregnation in molasses to provide a conductive surface on the porous ceramic base by carbonization of the organic layer to graphite. Prepared disks were subjected to carbonization at 700°C for 2 hours without oxygen (muffle furnace, FCF 12SHM/n, Czylok, Poland).

Oxygen-free conditions were maintained by passing nitrogen through the experimental vessels. The electrical resistance of developed materials  were measured as follows. The multimeter (Lini-T Ut202) was pinned to two copper plates of the area of approximately 1 cm2. The measured rings were fitted in between two plates and the resistance was measured. For the measurement of the polyurethane disk, the two aluminum foil sheets were applied, covering the whole area of the top and the bottom of the material sample. Resistance measurements were done in triplicate for each packing type.
The data were collected during investigations performed in the project "Simultaneous treatment and energetic valorization of waste air from biological processing of municipal waste in the Baltic Sea Region", DEC-9/2022/IDUB/II.2/Sc, Gdansk University of Technology, grant under the Scandium - "Excellence Initiative - Research University" program.
DOI: 10.6084/m9.figshare.24733773
title: Single-neuronal prefrontal components of speech production in humans

description: Neuronal data and Python codes
DOI: 10.6084/m9.figshare.24733773.v1
title: Single-neuronal prefrontal components of speech production in humans

description: Neuronal data and Python codes
DOI: 10.22008/fk2/xv0rr6/s4jcr4
title: GrIS_mass_change_2013-2014.nc

description: :unav
DOI: 10.22008/fk2/xv0rr6/vxi8b5
title: GrIS_mass_change_2019-2020.nc

description: :unav
DOI: 10.22008/fk2/xv0rr6/dc6xy2
title: GrIS_mass_change_2011-2012.nc

description: :unav
DOI: 10.22008/fk2/xv0rr6/obq8xj
title: GrIS_mass_change_2015-2016.nc

description: :unav
DOI: 10.22008/fk2/xv0rr6
title: Greenland Ice Sheet annual mass changes from joint inversion of gravimetry and altimetry

description: Data sets released are 2-year mean annual mass changes over the Greenland ice sheet, derived from joint inversion of gravimetry (GRACE, GRACE-FO) and altimetry (CryoSat-2) data. Unit is mm water equivalent per year. The data product covers the period from 2011 through 2020, with a two-year data gap (2017-2018) due to a lack of GRACE/GRACE-FO data.
DOI: 10.22008/fk2/xv0rr6/b3rsbr
title: README.txt

description: :unav
DOI: 10.17031/65b8cf19935e0
title: 1969 Marine Biological Association of the UK (MBA) European Continental Slope RV Sarsia Cruise July
title: 1969 MBA European Continental Slope RV Sarsia Cruise July

description: Records from the RV Sarsia Cruise in July 1969 along the European continental slope west of Brittany. Samples were collected using a dredge of unidentified type. Records supplied by Dr. Eve Southward and collated by DASSH as part of the 'Dredging the Depths' project.
DOI: 10.6084/m9.figshare.24354895.v1
title: Pangenome sequences and gene annotations.

description: Pangenome data and gene annotations for <i>Gossypium arboreum</i>
DOI: 10.34808/3kbp-n705
title: SEM photos of biochars

description: The photos show biochars made from sunflower husks, along with 3 modifications
DOI: 10.6084/m9.figshare.25124129.v1
title: Figure 1

description: Source Data of NCOMMS-NCOMMS-23-29744B
DOI: 10.34808/mgmq-7d65
title: Effects of liquid phase modification on the values of surface tension of trickling liquid

description: Dataset presents the values of surface tension of trickling liquid sampled from three running biotrickling filters.
The results for following samples are provided:

Sample 1: with no modification of liquid phase
Sample 2: with the addition of silicone oil (1.5 % v/v)
Sample 3: with the addition of sodium dodecylsulphate (0.24 g/L).

Samples were taken assuming the steady-state conditions within the investigated biotrickling filtration systems. The analysis of the surface tension of trickling liquid was performed with a KRÜSS Tensiometer K11 with Wilhelmy method using a rolled PL22 plate. The average value from 10 measurements for each sample are reported. The measurements were performed at 22 ± 2°C.
The data were collected during investigations performed in the project "Simultaneous treatment and energetic valorization of waste air from biological processing of municipal waste in the Baltic Sea Region", DEC-9/2022/IDUB/II.2/Sc, Gdansk University of Technology, grant under the Scandium - "Excellence Initiative - Research University" program.
DOI: 10.34808/z57r-dh41
title: Effects of CO2 and utilization of spent trickling liquid towards plant growth

description: Dataset presents the results of biomass yield for Phaseolus vulgaris pot cultures watered with diluted trickling liquid from biotrickling filtration experiments with or without additional CO2 in air by means of introducting post-biofilter air to the plant culture.
The plants were cultured in a laboratory greenhouse chambers for the period of 1 month. The chambers were made of plexiglass and equipped with an artificial LED lighting, providing light of 720 lm during 16 h per day (10 W Aquael Leddy Slim LED). The concentrations of CO2 in the inlet and outlet gas streams to the chamber were about 482 ± 17 and 402 ± 7 ppm v/v, respectively. Biomass yield was expressed as the height of above-ground parts of plants. Pot culture experiments were run in three repetitions. Following results are presented:

Sample 1: pot culture watered with distilled water without additional CO2
Sample 2: pot culture watered with distilled water and trickling liquid (4:1 v/v) without additional CO2 (trickling liquid modified with silicone oil 1.5 % v/v)
Sample 3: pot culture watered with distilled water and trickling liquid (4:1 v/v) without additional CO2 (trickling liquid modified with SDS. 0.24 g/L)
Sample 4: pot culture watered with distilled water with additional CO2
Sample 5: pot culture watered with distilled water and trickling liquid (4:1 v/v) with additional CO2 (trickling liquid modified with silicone oil 1.5 % v/v)
Sample 6: pot culture watered with distilled water and trickling liquid (4:1 v/v) with additional CO2 (trickling liquid modified with SDS. 0.24 g/L)

The data were collected during investigations performed in the project "Simultaneous treatment and energetic valorization of waste air from biological processing of municipal waste in the Baltic Sea Region", DEC-9/2022/IDUB/II.2/Sc, Gdansk University of Technology, grant under the Scandium - "Excellence Initiative - Research University" program.
DOI: 10.6084/m9.figshare.25119068.v2
title: ATD_weightGain_weightLoose.csv

description: dataset of 8,000 user-generated comments regarding 32 FDA-approved antidepressants was compiled from healthcare social media platforms. The specific antidepressant drug associated to the mentioned by the user. Indicators of body weight alterations were encoded as 1 for weight gain, 2 for weight loss, or 0 in the absence of any reference to weight change.The annotation was performed by ten operators, including two pharmacists, a general practitioner, two pharmacy students and five non-drug experts.
DOI: 10.6084/m9.figshare.25119068.v3
title: <b>Weight Gain and Loss Associated with Antidepressants</b>: labelled patients' testimonials

description: dataset of 8,000 user-generated comments regarding 32 FDA-approved antidepressants was compiled from healthcare social media platforms. The specific antidepressant drug associated to the mentioned by the user. Indicators of body weight alterations were encoded as 1 for weight gain, 2 for weight loss, or 0 in the absence of any reference to weight change.The annotation was performed by ten operators, including two pharmacists, a general practitioner, two pharmacy students and five non-drug experts.
DOI: 10.6084/m9.figshare.21641780
title: Supplmentary Materials of ISJ Paper "RESILIENCE-ORIENTED OPERATION OF IEGSS USING HCNG"

description: Data_of_Two_Case_Studies: Data of the test systems is used for case studies of paper entitled "Resilience-Oriented Operation of Integrated Electricity-Natural Gas Systems Using Hydrogen Enriched Compressed Natural Gas"Supplmentary_Information: Supplmentary Information.
DOI: 10.6084/m9.figshare.21641780.v1
title: Data_of_Two_Case_Studies

description:  Data of the test systems is used for case studies of paper entitled "Resilience-Oriented Operation of Integrated Electricity-Natural Gas Systems Using Hydrogen Enriched Compressed Natural Gas"
DOI: 10.6084/m9.figshare.22799864
title: RT-qPCR primers

description: RT-qPCR primers used in the study entitled 'Tissue-specific profiling of age-dependent miRNAomic changes in Caenorhabditis elegans'.
DOI: 10.6084/m9.figshare.22799864.v1
title: RT-qPCR primers

description: RT-qPCR primers used in the study entitled 'Tissue-specific profiling of age-dependent miRNAomic changes in Caenorhabditis elegans'.