cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/hha2-7z24
title: Culture is good but exaggerate will perish (Transcription) 

description: Research cultures are crucial to fostering a culture of information sharing, cooperation, and learning in the sciences so that scientists can remain competitive and stay ahead of their rivals. Impact factors are essential metrics for evaluating the quality and significance of a journal's research. As a result, we can determine the relative value of various publications and promote a more competitive research environment. Scientists' perspectives have to shift in order for them to look at publications objectively, use evidence-based research methods, and be more receptive to constructive criticism. Online courses, publications, tutorials, and seminars are valuable tools, as is networking with experienced academics and research teams. Science writing can be mastered by anyone and significantly contributed to with minimal effort  (TEDx Talks, 2021; TEDx Talks, 2019; TEDx Talks, 2011; The Royal Society, 2018; Nobel Prize II, 2017; Scientific Writing School, 2021). Knowledge inputs and outputs are essential for assessing the excellence of scientific inquiry. However, in the end, the quality of the knowledge is what makes research and projects successful. Reputation plays an important role in leading by example in a field. When assessing the quality of knowledge inputs and outputs, it was crucial to assess the accuracy, applicability, completeness, validity, and reliability of the data. Peer review and expert assessment are several techniques that might be used for this evaluation. In the end, knowledge entails much more than that. Scientists and researchers are responsible for ensuring that the data they use is of the highest quality. The expert testimony and experiences in creating unbiased scientific and research products are listed in the table below. Online transcribing is used to acquire data for publications that will progress research and help individuals believe logically. All of this supports and offers guidance on effectively advancing objective science.
DOI: 10.25919/3541-s396
title: LIB-HSI: RGB and Hyperspectral images of Building Facades

description: The LIB-HSI dataset contains hyperspectral reflectance images and their corresponding RGB images of building façades in a light industrial environment. The dataset also contains pixel-level annotated images for each hyperspectral/RGB image. The LIB-HSI dataset was created to develop deep learning methods for segmenting building facade materials. The images were captured using a Specim IQ hyperspectral camera. The hyperspectral images are in the ENVI format. There are 393 training images, 45 validation images and 75 test images. If you use this data, please cite the following paper: Habili, Nariman, Ernest Kwan, Weihao Li, Christfried Webers, Jeremy Oorloff, Mohammad Ali Armin, and Lars Petersson. "A Hyperspectral and RGB Dataset for Building Façade Segmentation." In Computer Vision–ECCV 2022 Workshops: Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part VII, pp. 258-267. Cham: Springer Nature Switzerland, 2023. @inproceedings{habili2023hyperspectral, title={A Hyperspectral and RGB Dataset for Building Fa{\c{c}}ade Segmentation}, author={Habili, Nariman and Kwan, Ernest and Li, Weihao and Webers, Christfried and Oorloff, Jeremy and Armin, Mohammad Ali and Petersson, Lars}, booktitle={Computer Vision--ECCV 2022 Workshops: Tel Aviv, Israel, October 23--27, 2022, Proceedings, Part VII}, pages={258--267}, year={2023}, organization={Springer} }
DOI: 10.5281/zenodo.7637906
title: Dataset for "Direct Measurement of the Viscosity of Ternary Aerosol Mixtures"

description: The archive file PhasePOPS_Data.zip contains all the data collected from transition temperature measurement experiments. All data files are in .csv format.<br> Files in PhaePOPS_size are for size-dependent measurements of sucrose discussed in section 2.3 of the paper. Data from POPS and temperature controller was collected on separate systems. There is a single file for POPS which includes data for all size-dependent measurements and multiple files for temperature controller data, sorted by the date of performed experiment. The metadata file in each folder explains the variable column used in the data file/s. <br> Files in PhasePOPS_mixtures are for sucrose, citric acid, and tartaric acid mixture experiments. The sampling strategy is discussed in section 2.4 of the paper. A single file includes all data for performed experiments from POPS, DMA and temperature controller. The attached metadata file explains the variable column in data file.
DOI: 10.5281/zenodo.7637905
title: Dataset for "Direct Measurement of the Viscosity of Ternary Aerosol Mixtures"

description: The archive file PhasePOPS_Data.zip contains all the data collected from transition temperature measurement experiments. All data files are in .csv format.<br> Files in PhaePOPS_size are for size-dependent measurements of sucrose discussed in section 2.3 of the paper. Data from POPS and temperature controller was collected on separate systems. There is a single file for POPS which includes data for all size-dependent measurements and multiple files for temperature controller data, sorted by the date of performed experiment. The metadata file in each folder explains the variable column used in the data file/s. <br> Files in PhasePOPS_mixtures are for sucrose, citric acid, and tartaric acid mixture experiments. The sampling strategy is discussed in section 2.4 of the paper. A single file includes all data for performed experiments from POPS, DMA and temperature controller. The attached metadata file explains the variable column in data file.
DOI: 10.34740/kaggle/dsv/4940809
title: Flipkart Product reviews with sentiment Dataset
DOI: 10.34740/kaggle/dsv/4994955
title: 171k product review with Sentiment Dataset
DOI: 10.6084/m9.figshare.22092101
title: data for paper submitted to f1000 research

description: The data shared is useful in finding rider comfort in an electric two-wheeler.
DOI: 10.5281/zenodo.7618667
title: Accurate and Efficient Estimation of Local Heritability using Summary Statistics and LD Matrix -- Demo datasets for the HEELS tutorials

description: We introduced a new estimator for local heritability, "HEELS", which attains comparable statistical efficiency as the REML estimator (such as those produced by GCTA and BOLT-REML) but only requires summary-level statistics – Z-scores from marginal association tests and the empirical LD. Our method has been implemented into an open-source Python-based command line tool. The datasets released here can be downloaded to test the two main functions of our software package: 1) estimating local heritability; 2) computing the low-dimensional representation of the LD matrix. They are meant to accompany the HEELS tutorials we have posted onto the wiki pages of our github repository: https://github.com/huilisabrina/HEELS/wiki.
description: Our preprint is available on biorxiv: https://www.biorxiv.org/content/10.1101/2023.02.08.527759v1.
DOI: 10.5281/zenodo.7618666
title: Accurate and Efficient Estimation of Local Heritability using Summary Statistics and LD Matrix -- Demo datasets for the HEELS tutorials

description: We introduced a new estimator for local heritability, "HEELS", which attains comparable statistical efficiency as the REML estimator (such as those produced by GCTA and BOLT-REML) but only requires summary-level statistics – Z-scores from marginal association tests and the empirical LD. Our method has been implemented into an open-source Python-based command line tool. The datasets released here can be downloaded to test the two main functions of our software package: 1) estimating local heritability; 2) computing the low-dimensional representation of the LD matrix. They are meant to accompany the HEELS tutorials we have posted onto the wiki pages of our github repository: https://github.com/huilisabrina/HEELS/wiki.
description: Our preprint is available on biorxiv: https://www.biorxiv.org/content/10.1101/2023.02.08.527759v1.
DOI: 10.5281/zenodo.7634207
title: Rhometa: Population recombination rate estimation from metagenomic read datasets

description: Rhometa provides a suite of pipelines for calculating the recombination rate in metagenomic datasets. The tool is developed using Nextflow, a workflow management tool, and the Python programming language. The repository contains all results generated using Rhometa for the manuscript. During the development of Rhometa, various pipelines were employed, including our Nextflow LDhat pipeline. The scripts and results for all pipelines are included. The Github repositories for the pipelines are referenced in the accompanying manuscript. Files named "figure" pertain to the evaluation of simulated data, the simulations themselves have not been included to save space. However, the scripts used to generate the simulations and the final results are included. The file "Lookup_tables.zip" contains lookup tables used in the analysis. The lookup tables are too large to include, but the scripts used to create them are included. Where applicable, experiment accession codes are provided.
DOI: 10.5281/zenodo.7634208
title: Rhometa: Population recombination rate estimation from metagenomic read datasets

description: Rhometa provides a suite of pipelines for calculating the recombination rate in metagenomic datasets. The tool is developed using Nextflow, a workflow management tool, and the Python programming language. The repository contains all results generated using Rhometa for the manuscript. During the development of Rhometa, various pipelines were employed, including our Nextflow LDhat pipeline. The scripts and results for all pipelines are included. The Github repositories for the pipelines are referenced in the accompanying manuscript. Files named "figure" pertain to the evaluation of simulated data, the simulations themselves have not been included to save space. However, the scripts used to generate the simulations and the final results are included. The file "Lookup_tables.zip" contains lookup tables used in the analysis. The lookup tables are too large to include, but the scripts used to create them are included. Where applicable, experiment accession codes are provided.
DOI: 10.17909/1xcp-2f18
title: Short-cadence data for TOI-3984
DOI: 10.3886/e184861
title: “This Issue Spoke to Me as a Mother": The Construction and Reception of Claims to Standing in the Gun Debate

description: This article investigates how social movement actors frame themselves according to what they believe will resonate with audiences. I use a comparison of opposing public-facing figures in the gun debate to investigate how they frame themselves, how their claims are received by the media, and how their claims are criticized by their opponent. I find that both figures portray themselves as mothers to claim standing in the gun debate, however they construct motherhood differently. Motherhood can be constructed narrowly, as the responsibility to protect one’s own children, or broadly, to include caring for the larger community. In using contrasting frames of motherhood, their media reception differs, with one figure earning standing and her preferred framing as a mother at a greater frequency. These findings contribute to important conversations about the strategic choices of social movement actors, the relationship between social movement actors and media, and how motherhood can function as a source of standing.
DOI: 10.3886/e184861v1
title: “This Issue Spoke to Me as a Mother": The Construction and Reception of Claims to Standing in the Gun Debate

description: This article investigates how social movement actors frame themselves according to what they believe will resonate with audiences. I use a comparison of opposing public-facing figures in the gun debate to investigate how they frame themselves, how their claims are received by the media, and how their claims are criticized by their opponent. I find that both figures portray themselves as mothers to claim standing in the gun debate, however they construct motherhood differently. Motherhood can be constructed narrowly, as the responsibility to protect one’s own children, or broadly, to include caring for the larger community. In using contrasting frames of motherhood, their media reception differs, with one figure earning standing and her preferred framing as a mother at a greater frequency. These findings contribute to important conversations about the strategic choices of social movement actors, the relationship between social movement actors and media, and how motherhood can function as a source of standing.
DOI: 10.5281/zenodo.4305055
title: Late Cretaceous tectonothermal events of the Gangdese belt, southern Tibet

description: Supplemental material for our submitted paper titled '<strong>Late Cretaceous tectonothermal events of the Gangdese belt, southern Tibet</strong>' to Geosphere.
DOI: 10.5281/zenodo.4305056
title: Late Cretaceous, accretionary orogeny of the Gangdese belt, southern Tibet

description: Data sets for our submitted paper titled 'Late Cretaceous, accretionary orogeny of the Gangdese belt, southern Tibet' to Tectonics.
DOI: 10.5281/zenodo.5991885
title: Late Cretaceous, Chilean-type accretionary orogeny of the Gangdese belt, southern Tibet

description: Data sets for our submitted paper titled 'Late Cretaceous, Chilean-type accretionary orogeny of the Gangdese belt, southern Tibet' to Tectonics.
DOI: 10.5281/zenodo.7018226
title: Late Cretaceous tectonothermal events of the Gangdese belt, southern Tibet

description: Datasets for our submitted paper titled '<strong>Late Cretaceous tectonothermal events of the Gangdese belt, southern Tibet</strong>' to Geosphere.
DOI: 10.5281/zenodo.7638083
title: Late Cretaceous tectonothermal events of the Gangdese belt, southern Tibet

description: Supplemental material for our submitted paper titled '<strong>Late Cretaceous tectonothermal events of the Gangdese belt, southern Tibet</strong>' to Geosphere.
DOI: 10.6084/m9.figshare.21988241
title: Effect of simulated heat waves on the behavior of two mirid predators

description: This dataset contains the raw data for the manuscript published under the same title
DOI: 10.6084/m9.figshare.21988241.v1
title: Effect of simulated heat waves on the behavior of two mirid predators

description: This dataset contains the raw data for the manuscript published under the same title
DOI: 10.6084/m9.figshare.22090778
title: Annual Mortality from NCDs

description: Annual mortality from NCDs in northern Thailand 2020
DOI: 10.6084/m9.figshare.22090775
title: Daily_PM2.5_2020

description: Daily_PM2.5_northernThailand
DOI: 10.6084/m9.figshare.22090775.v1
title: Daily_PM2.5_2020

description: Daily_PM2.5_northernThailand
DOI: 10.6084/m9.figshare.22092605.v1
title: South to South Learning Network Key Informant Responses

description: Key Informant Interviews were conducted as part of routine monitoring and evaluation of the South-South Learning Network programme implementation. Country champions part of the network were interviewed to understand their perceptions of the network regarding the following: 1. The value of the learning network 2. Successes, challenges and recommendations to improve implementation 3. The extent to which learning outcomes have been, or are likely to be, achieved, and 4. How can we advance the learning network to optimize learning to make changes at scale. These are the consolidated trancscripts from the interviews.
DOI: 10.6084/m9.figshare.22092605
title: South to South Learning Network Key Informant Responses

description: Key Informant Interviews were conducted as part of routine monitoring and evaluation of the South-South Learning Network programme implementation. Country champions part of the network were interviewed to understand their perceptions of the network regarding the following: 1. The value of the learning network 2. Successes, challenges and recommendations to improve implementation 3. The extent to which learning outcomes have been, or are likely to be, achieved, and 4. How can we advance the learning network to optimize learning to make changes at scale. These are the consolidated trancscripts from the interviews.
DOI: 10.6084/m9.figshare.21557232
title: Supplementary materials: Electronic structure, phase stability and local structural of Li-doped (K,Na)NbO3 under hydrostatic pressure from first principles calculation

description: Atomic position for (K,Na,Li)NbO3 for different unit cell configurations under applied pressure using density functional theory with planewave basis set and GGA xc.
DOI: 10.6084/m9.figshare.21557232.v3
title: Supplementary materials: Electronic structure, phase stability and local structural of Li-doped (K,Na)NbO3 under hydrostatic pressure from first principles calculation

description: Atomic position for (K,Na,Li)NbO3 for different unit cell configurations under applied pressure using density functional theory with planewave basis set and GGA xc.
DOI: 10.6084/m9.figshare.21557232.v2
title: Supplementary materials: Electronic structure, phase stability and local structural of Li-doped (K,Na)NbO3 under hydrostatic pressure from first principles calculation

description: Atomic position for (K,Na,Li)NbO3 for different unit cell configurations under applied pressure using density functional theory with planewave basis set and GGA xc.
DOI: 10.5281/zenodo.7636009
title: Himawari-8/AHI hourly clear-sky land surface temperature and emissivity dataset (2019.1-2019.4)

description: This is the clear-sky LST and LSE dataset (0.02°, hourly) derived by the iTES algorithm (Zhou and Cheng, 2020) from the Himawari-8 AHI thermal infrared data. A broadband emissivity (BBE, 8-13.5μm) dataset was also produced using the derived AHI narrowband LSEs (Cheng et al. 2013). The in-situ validation results show that the bias and RMSE of the retrieved AHI LST are 0.19 and 2.93 K in the daytime, and −0.43 and 1.95 K in the nighttime, respectively. The bias and RMSE of the retrieved LSE are less than 0.005 and 0.014, respectively, compared with the latest MYD21 LSE. The time period of this dataset is 2016-2021, covering the AHI 0.02° nominal fixed grid (60°N∼60°S, 80°E∼160°W). This is the LST&E dataset in 2019.01-2019.04 <strong>Dataset Characteristics:</strong> Spatial Coverage: East Asia and Western Pacific regions (60°N∼60°S, 80°E-140°E) Temporal Coverage: 2019.01-2019.04 Spatial Resolution: 0.02 ° Temporal Resolution: one hour Projection: GCS_WGS_1984 Data Format: NetCDF <strong>Citation </strong>(Please cite these papers when using the data)<strong>:</strong> Zhou, S., & Cheng, J. (2020). An Improved Temperature and Emissivity Separation Algorithm for the Advanced Himawari Imager. <em>IEEE Transactions on Geoscience and Remote Sensing, 58</em>, 7105-7124 Cheng, J., et al. (2013). Estimating the Optimal Broadband Emissivity Spectral Range for Calculating Surface Longwave Net Radiation. <em>IEEE Geoscience and Remote Sensing Letters, 10</em>, 401-40 If you have any questions, please contact Prof. Jie Cheng (Jie_Cheng@bnu.edu.cn).
DOI: 10.5281/zenodo.7636008
title: Himawari-8/AHI hourly clear-sky land surface temperature and emissivity dataset (2019.1-2019.4)

description: This is the clear-sky LST and LSE dataset (0.02°, hourly) derived by the iTES algorithm (Zhou and Cheng, 2020) from the Himawari-8 AHI thermal infrared data. A broadband emissivity (BBE, 8-13.5μm) dataset was also produced using the derived AHI narrowband LSEs (Cheng et al. 2013). The in-situ validation results show that the bias and RMSE of the retrieved AHI LST are 0.19 and 2.93 K in the daytime, and −0.43 and 1.95 K in the nighttime, respectively. The bias and RMSE of the retrieved LSE are less than 0.005 and 0.014, respectively, compared with the latest MYD21 LSE. The time period of this dataset is 2016-2021, covering the AHI 0.02° nominal fixed grid (60°N∼60°S, 80°E∼160°W). This is the LST&E dataset in 2019.01-2019.04 <strong>Dataset Characteristics:</strong> Spatial Coverage: East Asia and Western Pacific regions (60°N∼60°S, 80°E-140°E) Temporal Coverage: 2019.01-2019.04 Spatial Resolution: 0.02 ° Temporal Resolution: one hour Projection: GCS_WGS_1984 Data Format: NetCDF <strong>Citation </strong>(Please cite these papers when using the data)<strong>:</strong> Zhou, S., & Cheng, J. (2020). An Improved Temperature and Emissivity Separation Algorithm for the Advanced Himawari Imager. <em>IEEE Transactions on Geoscience and Remote Sensing, 58</em>, 7105-7124 Cheng, J., et al. (2013). Estimating the Optimal Broadband Emissivity Spectral Range for Calculating Surface Longwave Net Radiation. <em>IEEE Geoscience and Remote Sensing Letters, 10</em>, 401-40 If you have any questions, please contact Prof. Jie Cheng (Jie_Cheng@bnu.edu.cn).
DOI: 10.5281/zenodo.4763651
title: Green growth scenario

description: The model output data for green growth assessment.
DOI: 10.5281/zenodo.4763650
title: Green growth scenario

description: The model output data for green growth assessment.
DOI: 10.6084/m9.figshare.22092768
title: Potassium fertilization as salt stress attenuator in sour passion fruit

description: ABSTRACT: Water scarcity associated with irregular rainfall in the semi-arid region of Northeastern Brazil stands out as a limiting factor for agricultural production. Thus, the use of waters with high concentration of salts is an alternative to expand irrigated agriculture in this region. In this context, this study evaluated the water status, intercellular electrolyte leakage, photosynthetic pigments, and gas exchange of ‘BRS SC1’ sour passion fruit as a function of irrigation with water of different levels of salinity and potassium doses. The experiment was carried out in pots adapted as drainage lysimeters under field conditions at the Experimental Farm of the Federal University of Campina Grande in São Domingos - PB, Brazil. The experimental design was randomized blocks, in a 5 × 4 factorial scheme, whose treatments were obtained by combining two factors: five levels of electrical conductivity of irrigation water - ECw (0.3, 1.1, 1.9, 2.7, and 3.5 dS m-1), associated with four potassium doses (60, 80, 100, and 120% of the recommendation), with three replicates. Water with electrical conductivity greater than 0.3 dS m-1 reduced the relative water content, chlorophyll a and chlorophyll b contents, CO2 assimilation rate, and instantaneous water use efficiency of ‘BRS SC1’ sour passion fruit plants. The estimated potassium dose of 85% of the recommendation (equivalent to 293 g per plant per year) mitigated the deleterious effects of salt stress on stomatal conductance, transpiration, internal CO2 concentration, and instantaneous carboxylation efficiency of passion fruit ‘BRS SC1’.