cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25824/redu/1vg6qy
title: adapted_Emoti-SAM.png

description: Affective assessment instrument. The adapted Emoti-SAM consists of 5 emoticons, representing the pleasure dimension of affective response. The dimension varies in a 5-point scale, from the most positive to the most negative. The most positive option is a happy face with the thumb up and the most negative is a face of disappointment. Also, the instrument has a blank space so that the children could freely express their feelings through drawings.
DOI: 10.25824/redu/pj5bqv
title: TechMemoryGame_workshop_photo1.png

description: Anonymized photo of the "TechMemory Game Workshop". Children playing the TechMemory Game.
DOI: 10.25824/redu/42eugw
title: workshop_description.pdf

description: Description of activities carried out during the “TechMemory Game Workshop”.
DOI: 10.25824/redu/voburl
title: audio_word1.mp3

description: Audio of the word "caverna" used for the TechMemory game workshop.
DOI: 10.25824/redu/d76bno
title: audio_word2.mp3

description: Audio of the word "crianças" used for the TechMemory game workshop.
DOI: 10.25824/redu/t2izt9
title: audio_word3.mp3

description: Audio of the word "escola" used for the TechMemory game workshop.
DOI: 10.25824/redu/oluljw
title: audio_word4.mp3

description: Audio of the word "guardas-florestais" used for the TechMemory game workshop.
DOI: 10.25824/redu/adno07
title: audio_word5.mp3

description: Audio of the word "lobos" used for the TechMemory game workshop.
DOI: 10.25824/redu/jyripq
title: audio_phrase1.mp3

description: Audio of the phrase "árvore da sabedoria" used for the TechMemory game workshop.
DOI: 10.25824/redu/hcxgza
title: audio_phrase2.mp3

description: Audio of the phrase "casa da vovó" used for the TechMemory game workshop.
DOI: 10.25824/redu/z1ssmi
title: audio_phrase3.mp3

description: Audio of the phrase "castelo mal-assombrado" used for the TechMemory game workshop.
DOI: 10.25824/redu/nowkii
title: audio_phrase4.mp3

description: Audio of the phrase "chapeuzinho vermelho" used for the TechMemory game workshop.
DOI: 10.25824/redu/cuqc8c
title: audio_phrase5.mp3

description: Audio of the phrase "chave mágica" used for the TechMemory game workshop.
DOI: 10.25824/redu/zdqc1x
title: audio_phrase6.mp3

description: Audio of the phrase "conto de fadas" used for the TechMemory game workshop.
DOI: 10.25824/redu/jniic4
title: audio_phrase7.mp3

description: Audio of the phrase "lobo robô" used for the TechMemory game workshop.
DOI: 10.25824/redu/hso5y1
title: workshop_transcription.pdf

description: Anonymized transcription of the dialogues and actions of the children during the “TechMemory Game Workshop”.
DOI: 10.25824/redu/a7hp4q
title: Dataset associated with the “TechMemory game workshop"

description: The "TechMemory Game Workshop" is part of the set of workshops aimed to investigate creative learning with preschool children through storytelling and socioenactive interaction. This workshop is part of the Socioenactive Systems FAPESP Thematic Project #2015/16528-0. The Socioenactive Systems Project is approved by the Unicamp Ethical Committee under the number CAAE 72413817.3.0000.5404. This dataset contains the affective assessment instrument adapted Emoti-SAM, images of TechMemory Game, and audio files used for the TechMemory Game. Also, a description document, a anonymized transcription and anonymized photos of the "TechMemory Game Workshop".
DOI: 10.6084/m9.figshare.23506416
title: Effect of Deep Nitrogen Fertilizer Application on Grain Protein Content and Quality of Bread Wheat

description: In dry agricultural areas, plant uptake of nitrogen (N) stored in topsoil is limited as soil excessively dries up, especially in the late period of wheat growth. Deep N application is often suggested to ensure effectively use of water stored in the subsoil. This experiment was carried out in two different fields with different soils at Transitional Zone Agricultural Research Institute (TZARI) between 2012–2015 in the fallow-wheat rotation system. Efficiency of six different applications (1- deep Autumn 40 kg N ha<sup>−1</sup>(A40), 2- deep Autumn 20 kg N ha<sup>−1</sup> (A20), 3-deep Spring 40 kg N ha<sup>−1</sup>(S40), 4- deep Spring 20 kg N ha<sup>−1</sup>(S20), 5- Traditional (T), 6- Control (C)) was investigated in Mufitbey and Bezostaja1 cultivars. The highest grain yield (4861 kg ha<sup>−1</sup>) was obtained in deep application of 20 kg N ha<sup>−1</sup> in autumn, and the lowest grain yield (3969 kg ha<sup>−1</sup>) was obtained in control. Also, the highest protein content of 12.65% was obtained with deep N applications of 20 kg N ha<sup>−1</sup> in autumn, while the lowest GPC (11.37%) was found in the control. Significant and high correlations occurred between nitrate content at 60 cm soil depth in the grain filling period and spike N uptake (<i>r</i> = 0.85, <i>P</i> &lt; .001), GPC (<i>r</i> = 0.84 <i>P</i> &lt; .001), farinograph number (<i>r</i> = 0.85, <i>P</i> &lt; .05), development time (<i>r</i> = 0.83 <i>P</i> &lt; .05) and yield (<i>r</i> = 0.96, <i>P</i> &lt; .001). Significant occurred between Bezostaja1 and Müfitbey in rheological (dough) properties. The data showed that climate and soil conditions should be taken into account in deep N application in dryland wheat farming.
DOI: 10.6084/m9.figshare.23506416.v1
title: Effect of Deep Nitrogen Fertilizer Application on Grain Protein Content and Quality of Bread Wheat

description: In dry agricultural areas, plant uptake of nitrogen (N) stored in topsoil is limited as soil excessively dries up, especially in the late period of wheat growth. Deep N application is often suggested to ensure effectively use of water stored in the subsoil. This experiment was carried out in two different fields with different soils at Transitional Zone Agricultural Research Institute (TZARI) between 2012–2015 in the fallow-wheat rotation system. Efficiency of six different applications (1- deep Autumn 40 kg N ha<sup>−1</sup>(A40), 2- deep Autumn 20 kg N ha<sup>−1</sup> (A20), 3-deep Spring 40 kg N ha<sup>−1</sup>(S40), 4- deep Spring 20 kg N ha<sup>−1</sup>(S20), 5- Traditional (T), 6- Control (C)) was investigated in Mufitbey and Bezostaja1 cultivars. The highest grain yield (4861 kg ha<sup>−1</sup>) was obtained in deep application of 20 kg N ha<sup>−1</sup> in autumn, and the lowest grain yield (3969 kg ha<sup>−1</sup>) was obtained in control. Also, the highest protein content of 12.65% was obtained with deep N applications of 20 kg N ha<sup>−1</sup> in autumn, while the lowest GPC (11.37%) was found in the control. Significant and high correlations occurred between nitrate content at 60 cm soil depth in the grain filling period and spike N uptake (<i>r</i> = 0.85, <i>P</i> &lt; .001), GPC (<i>r</i> = 0.84 <i>P</i> &lt; .001), farinograph number (<i>r</i> = 0.85, <i>P</i> &lt; .05), development time (<i>r</i> = 0.83 <i>P</i> &lt; .05) and yield (<i>r</i> = 0.96, <i>P</i> &lt; .001). Significant occurred between Bezostaja1 and Müfitbey in rheological (dough) properties. The data showed that climate and soil conditions should be taken into account in deep N application in dryland wheat farming.
DOI: 10.6084/m9.figshare.23522807
title: Global modelling of the observed line positions for the spectra of ultraviolet bands: Dunham coefficients for the A<sup>2</sup>Σ<sup>+</sup> excited state of the <sup>16</sup>OH molecule

description: A global treatment of the available experimental data on transition frequencies both in the A<sup>2</sup>Σ<sup>+</sup>state and in the A<sup>2</sup>Σ<sup>+</sup>−X<sup>2</sup>Π, and B<sup>2</sup>Σ<sup>+</sup>−A<sup>2</sup>Σ<sup>+</sup> electronic systems of <sup>16</sup>OH molecule was carried out. In this analysis, a global model with vibrational dependences of the parameters of the effective Hamiltonian for the diatomic molecule in different electronic state was used. As a result of the fit, a set of the ‘Dunham-type’ coefficients for A<sup>2</sup>Σ<sup>+</sup> electronic state was obtained. They reproduce the experimental dataset within estimated experimental uncertainties. The determined ‘Dunham-type’ coefficients were employed to generate the potential energy curve in the A<sup>2</sup>Σ<sup>+</sup> electronic state using the RKR method.
DOI: 10.6084/m9.figshare.23522807.v1
title: Global modelling of the observed line positions for the spectra of ultraviolet bands: Dunham coefficients for the A<sup>2</sup>Σ<sup>+</sup> excited state of the <sup>16</sup>OH molecule

description: A global treatment of the available experimental data on transition frequencies both in the A<sup>2</sup>Σ<sup>+</sup>state and in the A<sup>2</sup>Σ<sup>+</sup>−X<sup>2</sup>Π, and B<sup>2</sup>Σ<sup>+</sup>−A<sup>2</sup>Σ<sup>+</sup> electronic systems of <sup>16</sup>OH molecule was carried out. In this analysis, a global model with vibrational dependences of the parameters of the effective Hamiltonian for the diatomic molecule in different electronic state was used. As a result of the fit, a set of the ‘Dunham-type’ coefficients for A<sup>2</sup>Σ<sup>+</sup> electronic state was obtained. They reproduce the experimental dataset within estimated experimental uncertainties. The determined ‘Dunham-type’ coefficients were employed to generate the potential energy curve in the A<sup>2</sup>Σ<sup>+</sup> electronic state using the RKR method.
DOI: 10.5258/soton/d2534
title: Dataset for the journal paper 'Direct production of hyperpolarised metabolite on a microfluidic chip'

description: Data in support of the article 'Direct production of hyperpolarised metabolite on a microfluidic chip' published in Analytical Chemistry This dataset contains: FumarateData.zip contains raw NMR data. Fumarate_Manuscript.zip contains latex document as well as .pdf of each of the figures included in the manuscript FumarateSims4Manuscript.nb contains Mathematica notebook, which was used to simulate the spin system in figure 5c. Spectranew.csv contains numerical data on signal intensity of each spectrum acquired which is shown in figure 5b
DOI: 10.48677/57c8193c-32b9-4e44-9c1f-99ddd0fbed6f
title: KM50-R CRS25833Res50000mN5150000E400000 1420-0 Stichtag 01.07.2023

description: Das Kartographische Modell 1:50 000 - Raster (KM50-R) ist die digitale staatliche Karte des gesamten österreichischen Staatsgebietes im Grundmaßstab 1:50 000. Es liegt blattschnittfrei und georeferenziert vor. Die Aktualisierung erfolgt flächendeckend in periodischen Abständen aber auch anlassbezogen bei bedeutenden infrastrukturellen Veränderungen. Aus dem KM50-R wird die staatliche Österreichische Karte 1:50 000 (ÖK50) - in Kooperation mit dem Bundesministerium für Landesverteidigung (BMLV) - sowie die Österreichische Karte 1:25 000 (ÖK25V) abgeleitet. Diese 50km x 50km Kachel ist eine von insgesamt 63 Kacheln, welche zusammen das Gebiet Österreich abdecken.
DOI: 10.48677/da83a84b-25f9-4a06-a21c-681abcd188b1
title: KM50-R CRS25833Res50000mN5200000E400000 1430-2 Stichtag 01.07.2023

description: Das Kartographische Modell 1:50 000 - Raster (KM50-R) ist die digitale staatliche Karte des gesamten österreichischen Staatsgebietes im Grundmaßstab 1:50 000. Es liegt blattschnittfrei und georeferenziert vor. Die Aktualisierung erfolgt flächendeckend in periodischen Abständen aber auch anlassbezogen bei bedeutenden infrastrukturellen Veränderungen. Aus dem KM50-R wird die staatliche Österreichische Karte 1:50 000 (ÖK50) - in Kooperation mit dem Bundesministerium für Landesverteidigung (BMLV) - sowie die Österreichische Karte 1:25 000 (ÖK25V) abgeleitet. Diese 50km x 50km Kachel ist eine von insgesamt 63 Kacheln, welche zusammen das Gebiet Österreich abdecken.
DOI: 10.5281/zenodo.8192707
title: Hyperspectral dataset: Ceramic tiles in dry and underwater setting

description: The objective of this experiment was to observe the changes in spectral information of a calibration tile when placed underwater. For this purpose, the SPECIM IQ hyperspectral camera was used which operates in Visible and near infra-red regions (400-1000nm) with a spectral resolution FWHM of 7nm resulting in 204 bands in a data cube. To establish a baseline for comparison, data was acquired before submerging the calibration tile into water. Then the tile was immersed in water and data was recorded under two settings i.e., outdoor and indoor. The latter provided a controlled environment where a halogen lamp was used as the light source. Lastly, the tile was removed and data was captured both outside and inside once it had dried off. The data was annotated to enable comparison of similar data points under different conditions.
DOI: 10.5281/zenodo.8192706
title: Hyperspectral dataset: Ceramic tiles in dry and underwater setting

description: The objective of this experiment was to observe the changes in spectral information of a calibration tile when placed underwater. For this purpose, the SPECIM IQ hyperspectral camera was used which operates in Visible and near infra-red regions (400-1000nm) with a spectral resolution FWHM of 7nm resulting in 204 bands in a data cube. To establish a baseline for comparison, data was acquired before submerging the calibration tile into water. Then the tile was immersed in water and data was recorded under two settings i.e., outdoor and indoor. The latter provided a controlled environment where a halogen lamp was used as the light source. Lastly, the tile was removed and data was captured both outside and inside once it had dried off. The data was annotated to enable comparison of similar data points under different conditions.
DOI: 10.5281/zenodo.7769125
title: Simulated datasets for comparsion between fastBCR and other SOTA methods.

description: Simulated datasets for comparison between fastBCR and other state-of-the-art (SOTA) BCR clonal family inferencing methods. The simulation process began by generating an ancestor cell through V(D)J random recombinant and simulated the process of antigen activation that led to multiple rounds of proliferation, mutation in the junction region and elimination, ultimately resulting in the formation of a B cell clonal family. We set a baseline mutation rate of approximately 10<sup>−3</sup> mutations per base pair per cell division, as reported in previous studies (Kleinstein, S. H., Louzoun, Y. & Shlomchik, M. J. Estimating hypermutation rates from clonal tree data. The Journal of Immunology 171, 4639-4649 (2003). ). To account for the impact of low cell capture efficiency and potential sequencing errors, we further set three higher mutation rates (0.002, 0.005, and 0.01) in the simulation process. To investigate the performance of different methods across varying clonal family densities and mutation rates, we employed the above framework to generate simulated datasets comprising 10, 30, 50 and 100 clonal families. Additionally, each dataset was augmented with 20,000 random simulated ancestor sequences as noises.
DOI: 10.5281/zenodo.7769126
title: Simulated datasets for comparsion between fastBCR and other SOTA methods.

description: Simulated datasets for comparison between fastBCR and other state-of-the-art (SOTA) BCR clonal family inferencing methods. The simulation process began by generating an ancestor cell through V(D)J random recombinant and simulated the process of antigen activation that led to multiple rounds of expansion and mutation in the junction region, ultimately resulting in the formation of a B cell clonal family. We set a baseline mutation rate of approximately 10<sup>−3</sup> mutations per base pair per cell division, as reported in previous studies (Kleinstein, S. H., Louzoun, Y. & Shlomchik, M. J. Estimating hypermutation rates from clonal tree data. The Journal of Immunology 171, 4639-4649 (2003). ). To account for the impact of low cell capture efficiency and potential sequencing errors, we further set three higher mutation rates (0.002, 0.005, and 0.01) in the simulation process. To investigate the performance of different methods across varying clonal family densities and mutation rates, we employed the above framework to generate simulated datasets comprising 5, 10, 20, 30, and 50 clonal families. Additionally, each dataset was augmented with 20,000 random noise sequences.
DOI: 10.5281/zenodo.7828848
title: Simulated datasets for comparsion between fastBCR and other SOTA methods.

description: Simulated datasets for comparison between fastBCR and other state-of-the-art (SOTA) BCR clonal family inferencing methods. The simulation process began by generating an ancestor cell through V(D)J random recombinant and simulated the process of antigen activation that led to multiple rounds of proliferation, mutation in the junction region and elimination, ultimately resulting in the formation of a B cell clonal family. We set a baseline mutation rate of approximately 10<sup>−3</sup> mutations per base pair per cell division, as reported in previous studies (Kleinstein, S. H., Louzoun, Y. & Shlomchik, M. J. Estimating hypermutation rates from clonal tree data. The Journal of Immunology 171, 4639-4649 (2003). ). To account for the impact of low cell capture efficiency and potential sequencing errors, we further set three higher mutation rates (0.002, 0.005, and 0.01) in the simulation process. To investigate the performance of different methods across varying clonal family densities and mutation rates, we employed the above framework to generate simulated datasets comprising 10, 30, 50 and 100 clonal families. Additionally, each dataset was augmented with 20,000 random simulated ancestor sequences as noises.
DOI: 10.5281/zenodo.8199406
title: Simulated datasets for comparsion between fastBCR and other SOTA methods.

description: Simulated datasets for comparison between fastBCR and other state-of-the-art (SOTA) BCR clonal family inferencing methods. The simulation process began by generating an ancestor cell through V(D)J random recombinant and simulated the process of antigen activation that led to multiple rounds of proliferation, mutation in the junction region and elimination, ultimately resulting in the formation of a B cell clonal family. We set a baseline mutation rate of approximately 10<sup>−3</sup> mutations per base pair per cell division, as reported in previous studies (Kleinstein, S. H., Louzoun, Y. & Shlomchik, M. J. Estimating hypermutation rates from clonal tree data. The Journal of Immunology 171, 4639-4649 (2003). ). To account for the impact of low cell capture efficiency and potential sequencing errors, we further set three higher mutation rates (0.002, 0.005, and 0.01) in the simulation process. To investigate the performance of different methods across varying clonal family densities and mutation rates, we employed the above framework to generate simulated datasets comprising 10, 30, 50 and 100 clonal families. Additionally, each dataset was augmented with 20,000 random simulated ancestor sequences as noises.
DOI: 10.5281/zenodo.7684403
title: ThoughtSource: A central hub for large language model reasoning data (code snapshot)

description: <strong>ThoughtSource is a meta-dataset and software library for chain-of-thought reasoning in large language models (LLMs). This repository contains a snapshot of the associated GitHub repository.</strong>
DOI: 10.5281/zenodo.8199390
title: ThoughtSource: A central hub for large language model reasoning data (code snapshot)

description: <strong>ThoughtSource is a meta-dataset and software library for chain-of-thought reasoning in large language models (LLMs). This repository contains a snapshot of the associated GitHub repository.</strong>
DOI: 10.6084/m9.figshare.23632395.v3
title: Data from Xiao et al.xlsx

description: Data from Xiao et al. submitted to JGR-Biogeosciences
DOI: 10.57967/hf/0941
title: Yield-Estimation
DOI: 10.6084/m9.figshare.23807754
title: IL18R1-related molecules from mast cells as biomarkers for asthma severity and prognostic markers for idiopathic pulmonary fibrosis

description: To determine the role of inflammation-related proteins in asthma monitoring and the prognostic value of these specific biomarkers in idiopathic pulmonary fibrosis (IPF) with repeated lung injury.
DOI: 10.6084/m9.figshare.23807754.v1
title: IL18R1-related molecules from mast cells as biomarkers for asthma severity and prognostic markers for idiopathic pulmonary fibrosis

description: To determine the role of inflammation-related proteins in asthma monitoring and the prognostic value of these specific biomarkers in idiopathic pulmonary fibrosis (IPF) with repeated lung injury.
DOI: 10.5525/gla.researchdata.1400
title: Topological approach of characterizing optical Skyrmions and Skyrmion lattices

description: The dataset contains raw experimental data in the form of png images needed to produce the figures and results presented in the paper.
DOI: 10.5525/gla.researchdata.1473
title: Coping strategies of displaced Ukrainians in Glasgow: A qualitative study

description: The dataset was produced during the qualitative study to identify coping strategies of temporarily displaced Ukrainians in Glasgow. The study will utilized a one-to-one in-person interview (via Zoom or in person) method to collect data.
DOI: 10.5525/gla.researchdata.1384
title: ChileFjords18 Project: GIS database of glacial geomorphology between the Gran Campo Nevado and Estrecho de Magallanes, Chile

description: The data set encompasses a total of 4290 individual glacial geomorphic landforms and sediment associations covering an area of 1565 km2 in the Fjords of south-western Chile. The mapping was conducted using the following remote sensing data: Planet (2019), Sentinel-2 (2018), Bing & Google Earth 7.0. In addition 26 aerial photographs acquired through the Chilean aerial photograph service (SAF) were used for traditional stereoscopic analysis whilst certain locations were corroborated during field observations in November 2018. The ALOS Palsar DEM was used a as topographic base. The data set can be opened in GIS software. The majority of mapping was conducted by Rodriguez, P.C. with site specific contributions using UAV video footage by Ferri, L. Geiger, A.J. supervised the mapping effort and checked specific landforms where doubts were raised by Rodriguez, P.C. and Ferri, L. This dataset forms the basis for the following publication: Rodriguez et al. (2023) Glacial geomorphology between the Gran Campo Nevado and Estrecho de Magallanes, Chile (52-52°S, 73°W), Journal of Maps.
DOI: 10.6084/m9.figshare.23807823
title: S1 Table PLOS ONE

description: The Excel file of the Table S1 for the raw data of the ATAC-seq depicted in the Figure S3
DOI: 10.6084/m9.figshare.23807823.v1
title: S1 Table PLOS ONE

description: The Excel file of the Table S1 for the raw data of the ATAC-seq depicted in the Figure S3
DOI: 10.57745/2nlmp7
title: features.tsv.gz

description: output from Cellranger count
DOI: 10.57745/pnic3d
title: WT2_matrix.mtx.gz

description: output from Cellranger count : filtered count matrix of sample WT rep2. It corresponds to the NCBI sample SAMN36467864
DOI: 10.57745/pomek3
title: WT3_matrix.mtx.gz

description: output from Cellranger count : filtered count matrix of sample WT rep3. It corresponds to the NCBI sample SAMN36467865
DOI: 10.57745/mnchih
title: WT1_matrix.mtx.gz

description: output from Cellranger count : filtered count matrix of sample WT rep1. It corresponds to the NCBI sample SAMN36467863
DOI: 10.57745/s9kkxm
title: WT2_barcodes.tsv.gz

description: output of CellRanger count: barcodes for sample WT2
DOI: 10.57745/hmyugo
title: WT3_barcodes.tsv.gz

description: output of CellRanger count: barcodes for sample WT3
DOI: 10.57745/ualmri
title: WT1_barcodes.tsv.gz

description: output of CellRanger count: barcodes for sample WT1