cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.22029293.v1
title: Original data for Figure 2-4.xlsx

description: Original data for Figure 2-4
DOI: 10.5281/zenodo.7613725
title: Attack-PTMC

description: There are two zip files here, one stores the model and the other stores the dataset and results.
DOI: 10.5281/zenodo.7613724
title: Attack-PTMC

description: There are two zip files here, one stores the model and the other stores the dataset and results.
DOI: 10.14457/nida.the.2017.133
title: การพัฒนาองค์กรพันธมิตรของธุรกิจสปาในจังหวัดภูเก็ต
DOI: 10.14457/nida.the.2018.100
title: สถานะทางกฎหมายและมาตรการควบคุมเพื่อใช้ประโยชน์จากกัญชา/กัญชงของประเทศไทย
DOI: 10.14457/nida.the.2017.134
title: Determinants of antenatal care utilization in Lao PDR
DOI: 10.14457/nida.the.2017.135
title: International marketing communication: a case study of Thai spa products and services in the United Arab Emirates
DOI: 10.14457/nida.the.2017.136
title: Imagined asean identity in Thai television programs
DOI: 10.14457/nida.the.2017.137
title: การศึกษา การสื่อสารเพื่อจัดการความขัดแย้ง: วาทกรรม พื้นที่สาธารณะ ประชาธิปไตย กรณีศึกษา รายการเถียงให้รู้เรื่องทางสถานีโทรทัศน์ไทยพีบีเอส
DOI: 10.14457/nida.the.2018.101
title: กฎหมายเพื่อการบริหารและพัฒนาการท่องเที่ยว: ศึกษากรณีการกำหนดเขตพัฒนาการท่องเที่ยว
DOI: 10.14457/nida.the.2020.80
title: Development guidelines model of meditation on environmental disputes for the restoration of natural resources in Thailand
DOI: 10.14457/nida.the.2021.47
title: อิทธิพลของการอ่านสารชักจูงและการเขียนสนับสนุนที่มีต่อความตั้งใจที่จะแสวงหาความรู้เพื่อเตรียมความพร้อมเป็นผู้สูงวัยที่มีสุขภาพดีของนักศึกษาระดับปริญญาตรี
DOI: 10.14457/nida.the.2020.81
title: Promotion of power generation from solar rooftop in Thailand
DOI: 10.14457/nida.the.2021.48
title: RSPO model compliance promotion of oil palm smallholder farmer in Chumphon
DOI: 10.14457/nida.the.2021.49
title: กระบวนการขับเคลื่อนและการปรับตัวของชุมชนในการดำเนินงานด้านการศึกษาทางเลือก : กรณีศึกษา ศูนย์การเรียนหญ้าเป็ดน้ำจังหวัดแม่ฮ่องสอน
DOI: 10.14457/nida.the.2020.82
title: การวิจัยเชิงปฏิบัติการแบบมีส่วนร่วมในการพัฒนาระบบการจัดการท่องเที่ยวโดยชุมชนเพื่อการพัฒนาที่ยั่งยืน: กรณีศึกษา ชุมชนป่าชายเลนแห่งหนึ่ง จังหวัดนครศรีธรรมราช
DOI: 10.14457/nida.the.2020.83
title: การจัดการภาคีสาธารณะแบบใหม่เพื่อการท่องเที่ยวเชิงวัฒนธรรม: กรณึศึกษางานประเพณีชักพระ อำเภอเมืองสุราษฎร์ธานี จังหวัดสุราษฎร์ธานี
DOI: 10.14457/nida.the.2020.84
title: The roles of indirect asynchronous electronic feedback versus direct corrective feedback in improving students' l2 writing: a multiple-case study of Thai undergraduate students
DOI: 10.21227/ysym-ev81
title: fatigue sEMG data

description: This data contains fatigue and non-fatigue sEMG data of four motions shoulder flexion (SF), shoulder abduction (SA) and elbow extension (EE) and wrist flexion & extension (WFE).The file has two subfiles: WFE and shoulders. The "shoulders" has sEMG data of three motions while the WFE subfile has sEMG data of different adjecent matrices. The feature matrices are processed by Boruta.
DOI: 10.34740/kaggle/dsv/4957618
title: 💥📰 Daily Breaking News Twitter Dataset
DOI: 10.34740/kaggle/dsv/4957617
title: 🇺🇦 Ukraine Conflict Twitter Dataset
DOI: 10.6084/m9.figshare.22029968
title: Bioinformatics - DAB Attachment

description: This file contains all the computational analyses performed for Acosta et al. (2023).
DOI: 10.6084/m9.figshare.22030016
title: Maluku20181202-20190225-TSdata.xlsx

description: .xlsx file is the TS data from the glider observation in the Maluku Channel from December 2 2018 to Feburary 25 2019. <br> .docx file is the data description file.
DOI: 10.6084/m9.figshare.22030037
title: mooring ADCP data in Maluku Channel & TH section

description: mooring data of M02, M03, and TH3
DOI: 10.5281/zenodo.7265435
title: ReaLSAT, a global dataset of reservoir and lake surface area variations

description: Reservoir and Lake Surface Area Timeseries (ReaLSAT) dataset provides an unprecedented reconstruction of surface area variations of lakes and reservoirs at a global scale using Earth Observation (EO) data and novel machine learning techniques. The dataset provides monthly scale surface area variations (1984 to 2020) of 681,137 water bodies below 50°N and sizes greater than 0.1 square kilometers. The dataset contains the following files: 1) ReaLSAT.zip: A shapefile that contains the reference shape of waterbodies in the dataset. 2) monthly_timeseries.zip: contains one CSV file for each water body. The CSV file provides monthly surface area variation values. The CSV files are stored in a subfolder corresponding to each 10 degree by 10 degree cell. For example, monthly_timeseries_60_-50 folders contain CSV files of lakes that lie between 60 E and 70 E longitude, and 50S and 40 S. 3) monthly_shapes_&lt;bottom_left_lon&gt;_&lt;bottom_left_lat&gt;.zip: contains a geotiff for each water body that lie within the 10 degree by 10 degree cell. Please refer to the visualization notebook on how to use these geotiffs. 4) evaluation_data.zip: contains the random subsets of the dataset used for evaluation. The zip file contains a README file that describes the evaluation data. 6) generate_realsat_timeseries.ipynb: a Google Colab notebook that provides the code to generate timerseries and surface extent maps for any waterbody. Please refer to the following papers to learn more about the processing pipeline used to create ReaLSAT dataset: [1] Khandelwal, Ankush, Anuj Karpatne, Praveen Ravirathinam, Rahul Ghosh, Zhihao Wei, Hilary A. Dugan, Paul C. Hanson, and Vipin Kumar. "ReaLSAT, a global dataset of reservoir and lake surface area variations." <em>Scientific data</em> 9, no. 1 (2022): 1-12. [2] Khandelwal, Ankush. "ORBIT (Ordering Based Information Transfer): A Physics Guided Machine Learning Framework to Monitor the Dynamics of Water Bodies at a Global Scale." (2019). <strong>Version Updates</strong> Version 2.0: - extends the datasets to 2020. - provides geotiffs instead of shapefiles for individual lakes to reduce dataset size. - provides a notebook to visualize the updated dataset. Version 1.4: added 1120 large lakes to the dataset and removed partial lakes that overlapped with these large lakes. Version 1.3: fixed visualization related bug in generate_realsat_timeseries.ipynb Version 1.2: added a Google Colab notebook that provides the code to generate timerseries and surface extent maps for any waterbody in ReaLSAT database.
DOI: 10.5281/zenodo.7613906
title: dataset for MT-SOA CCN activity

description: This dump provides access to the metadata from the main text related to publication of MT-SOA CCN activity.
DOI: 10.5281/zenodo.7316068
title: dataset for MT-SOA CCN activity

description: This dump provides access to the metadata from the main text related to publication of MT-SOA CCN activity.
DOI: 10.5281/zenodo.7613974
title: Enhancing teacher collaboration

description: <em><strong>Version Stata 17 of the dataset. The dataset files: full_dataset.dta and do file have been split.</strong></em>
DOI: 10.5281/zenodo.7556605
title: Enhancing teacher collaboration

description: <em><strong>Version Stata 17 of the dataset. The dataset files: full_dataset.dta and do file have been split.</strong></em>
DOI: 10.13139/ornlnccs/1922042
title: Incident Beamline Simulation for the Ei=29 meV on SEQUOIA

description: An mcpl of simulated neutron events captured at a location 20 cm upstream of the sample position
DOI: 10.5281/zenodo.7613973
title: Face detection dataset perturbed using Gimp's foggify filterwith turbulence=4.0 and opacity 100.

description: This dataset is a perturbed version of the dataset https://zenodo.org/record/3879989#.Y-HBCXbMI2w Please refer to https://zenodo.org/record/3879989#.Y-HBCXbMI2w for eye coordinates and depth maps.
DOI: 10.5281/zenodo.7613972
title: Face detection dataset perturbed using Gimp's foggify filterwith turbulence=4.0 and opacity 100.

description: This dataset is a perturbed version of the dataset https://zenodo.org/record/3879989#.Y-HBCXbMI2w Please refer to https://zenodo.org/record/3879989#.Y-HBCXbMI2w for eye coordinates and depth maps.
DOI: 10.5281/zenodo.7613927
title: On the Space Leader Evolution During the Breakthrough Phase of Attachment Process in Positive Laboratory Sparks

description: The data supports the manuscript entitled "On the Space Leader Evolution During the Breakthrough Phase of Attachment Process in Positive Laboratory Sparks." The "Data 1" group contains the discharge current waveform, the normalized gray value, and the synchronized voltage-current-impedance waveform. The files in "Data 1" group can be opened by Excel. The "Data 2" group includes high-speed video frames for five discharge events and they can be opened by Phantom Camera Control (PCC) software. The data can be used freely for scientific purposes with appropriate citation.
DOI: 10.5281/zenodo.7613926
title: On the Space Leader Evolution During the Breakthrough Phase of Attachment Process in Positive Laboratory Sparks

description: The data supports the manuscript entitled "On the Space Leader Evolution During the Breakthrough Phase of Attachment Process in Positive Laboratory Sparks." The "Data 1" group contains the discharge current waveform, the normalized gray value, and the synchronized voltage-current-impedance waveform. The files in "Data 1" group can be opened by Excel. The "Data 2" group includes high-speed video frames for five discharge events and they can be opened by Phantom Camera Control (PCC) software. The data can be used freely for scientific purposes with appropriate citation.
DOI: 10.6084/m9.figshare.21785882
title: Supplementary data for the food-water-energy nexus and green roofs in Sao Jose dos Campos, Brazil, and Johannesburg, South Africa

description: Supplementary data related to the study "the food-water-energy nexus and green roofs in Sao Jose dos Campos, Brazil, and Johannesburg, South Africa".
DOI: 10.6084/m9.figshare.21785882.v2
title: Supplementary data for the food-water-energy nexus and green roofs in Sao Jose dos Campos, Brazil, and Johannesburg, South Africa

description: Supplementary data related to the study "the food-water-energy nexus and green roofs in Sao Jose dos Campos, Brazil, and Johannesburg, South Africa".
DOI: 10.6084/m9.figshare.21944715
title: Downer cows: a reanalysis of an old data set

description: To compare the performance of two predictive models for the survival of downer cows. The first model had been developed in 1987 using a dataset containing missing values, while the second, new model was developed on the same dataset but using modern data imputation and analytical methods. Missing data were imputed using multiple imputation by chained equations and a logistic regression model fitted to the imputed data, with survival or not as the outcome variable. The predictive ability of the model built on the imputed data was contrasted with the original prognostic model by testing them both on a second smaller but complete data set, collected contemporaneously with the development of the original model but from a different region of New Zealand. Sensitivity, specificity, accuracy, and cut point for the two models were calculated. The original 1987 model had a slightly higher accuracy than that of the new one with a sensitivity of 0.85 (95% CI = 0.72–0.94) and a specificity of 0.82 (95% CI = 0.7–0.91), using a cut point for the probability of survival = 0.313. The original prognostic formula published by Clark <i>et al</i>. in 1987 performed as well as a modern model built on an imputed data set. The use of a prognostic test based on the Clark model should remain an important part of the clinical examination of downer cows by New Zealand veterinarians. <b>Abbreviations:</b> AUC: Area under the curve; AST: Aspartate transaminase activity; CK: Creatine phosphokinase activity; GAM: Generalised additive model; NSAID: Non-steroidal-anti-inflammatory drugs; PCV: Packed cell volume
DOI: 10.6084/m9.figshare.21944715.v1
title: Downer cows: a reanalysis of an old data set

description: To compare the performance of two predictive models for the survival of downer cows. The first model had been developed in 1987 using a dataset containing missing values, while the second, new model was developed on the same dataset but using modern data imputation and analytical methods. Missing data were imputed using multiple imputation by chained equations and a logistic regression model fitted to the imputed data, with survival or not as the outcome variable. The predictive ability of the model built on the imputed data was contrasted with the original prognostic model by testing them both on a second smaller but complete data set, collected contemporaneously with the development of the original model but from a different region of New Zealand. Sensitivity, specificity, accuracy, and cut point for the two models were calculated. The original 1987 model had a slightly higher accuracy than that of the new one with a sensitivity of 0.85 (95% CI = 0.72–0.94) and a specificity of 0.82 (95% CI = 0.7–0.91), using a cut point for the probability of survival = 0.313. The original prognostic formula published by Clark <i>et al</i>. in 1987 performed as well as a modern model built on an imputed data set. The use of a prognostic test based on the Clark model should remain an important part of the clinical examination of downer cows by New Zealand veterinarians. <b>Abbreviations:</b> AUC: Area under the curve; AST: Aspartate transaminase activity; CK: Creatine phosphokinase activity; GAM: Generalised additive model; NSAID: Non-steroidal-anti-inflammatory drugs; PCV: Packed cell volume
DOI: 10.5281/zenodo.7614004
title: Data_ANU_Park et al.

description: Data file
DOI: 10.5281/zenodo.7614003
title: Data_ANU_Park et al.

description: Data file
DOI: 10.5517/ccdc.csd.cc2dd4fd
title: CCDC 2216203: Experimental Crystal Structure Determination

description: Related Article: Alexey Gusev, Mikhail Kiskin, Elena Braga, Ekaterina Zamnius, Mariya Kryukova, Nataliya Karaush-Karmazin, Glib Baryshnikov, Boris Minaev, Wolfgang Linert|2023|RSC Advances|13|3899|doi:10.1039/D2RA06986E
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2dd4gf
title: CCDC 2216204: Experimental Crystal Structure Determination

description: Related Article: Alexey Gusev, Mikhail Kiskin, Elena Braga, Ekaterina Zamnius, Mariya Kryukova, Nataliya Karaush-Karmazin, Glib Baryshnikov, Boris Minaev, Wolfgang Linert|2023|RSC Advances|13|3899|doi:10.1039/D2RA06986E
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2dd4hg
title: CCDC 2216205: Experimental Crystal Structure Determination

description: Related Article: Alexey Gusev, Mikhail Kiskin, Elena Braga, Ekaterina Zamnius, Mariya Kryukova, Nataliya Karaush-Karmazin, Glib Baryshnikov, Boris Minaev, Wolfgang Linert|2023|RSC Advances|13|3899|doi:10.1039/D2RA06986E
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2dd4jh
title: CCDC 2216206: Experimental Crystal Structure Determination

description: Related Article: Alexey Gusev, Mikhail Kiskin, Elena Braga, Ekaterina Zamnius, Mariya Kryukova, Nataliya Karaush-Karmazin, Glib Baryshnikov, Boris Minaev, Wolfgang Linert|2023|RSC Advances|13|3899|doi:10.1039/D2RA06986E
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.21227/8shx-a970
title: The executable file showing the design of a trans-esophageal ultrasound robot

description: An executable file to show the design of a trans-esophageal ultrasound robot that can control a standard probe to perform the examination remotely.
DOI: 10.6084/m9.figshare.21505911.v1
title: appendix.docx

description: This is a supplementary data on burosumab research.
DOI: 10.6084/m9.figshare.21505911
title: appendix.docx

description: This is a supplementary data on burosumab research.
DOI: 10.6084/m9.figshare.21505911.v3
title: appendix.docx

description: This is a supplementary data on burosumab research.
DOI: 10.6084/m9.figshare.21505911.v2
title: appendix.docx

description: This is a supplementary data on burosumab research.
DOI: 10.6084/m9.figshare.21994868.v1
title: Files for Main Figure 1

description: <strong>Files need to generate Main Figure 1</strong> <br> 1. Long_read_TE_fc: Transposable elements individual quantified featureCounts result using long-read 2. Short_read_TE_fc: Transposable elements individual quantified featureCounts result using short-read 3. Long_read_coding_genes_fc: Coding genes quantified featureCounts result using long-read 4. Short_read_coding_genes_fc: Coding genes individual quantified featureCounts result using long-read <br> 5. ownHCT116_telescope_average+option.tsv: Telescope output using ownHCT116 with reassign mode sets as "average" <br> 6. ownHCT116_telescope_exclude+option.tsv: Telescope output using ownHCT116 with reassign mode sets as "exclude"
DOI: 10.6084/m9.figshare.21994868.v2
title: Files for Main Figure 1

description: <strong>Files need to generate Main Figure 1</strong> <br> 1. Long_read_TE_fc: Transposable elements individual quantified featureCounts result using long-read 2. Short_read_TE_fc: Transposable elements individual quantified featureCounts result using short-read 3. Long_read_coding_genes_fc: Coding genes quantified featureCounts result using long-read 4. Short_read_coding_genes_fc: Coding genes individual quantified featureCounts result using long-read <br> 5. ownHCT116_telescope_average+option.tsv: Telescope output using ownHCT116 with reassign mode sets as "average" <br> 6. ownHCT116_telescope_exclude+option.tsv: Telescope output using ownHCT116 with reassign mode sets as "exclude"
DOI: 10.6084/m9.figshare.20132703
title: Relict lineages with extreme ecology and physiology: metal hyperaccumulation on ultramafic substrates in New Caledonian Alseuosmineae (Asterales)

description: Relict lineages are an important component of biodiversity, but it is unclear under what circumstances these groups persist. A potential example of such a group is the Alseuosmineae (Asterales) of Oceania. This clade contains the three small families – Alseuosmiaceae, Argophyllaceae and Phellinaceae. The clade has highest diversity in New Caledonia, where there are extensive ultramafic substrates, creating an extreme edaphic environment. Using several lines of evidence we aimed to show that Alseuosmineae qualify as a relict lineage, with specialised adaptations for ultramafic substrates. Molecular phylogenetic and dating analyses were carried out on representatives from all Alseuosmineae genera. Metal concentration in 33 out of 44 Alseuosmineae species was measured in herbarium specimens with X-ray fluorescence spectrometry. Dating analyses indicated that Alseuosmineae began diversifying about 75–80 million years ago, and had much slower net diversification rates than other Asterales groups. One-third of the species occur on ultramafic substrates in New Caledonia. Six are categorised as nickel hyperaccumulators, and two as manganese hyperaccumulators. Extinction was probably paramount in the history of Alseuosmineae, especially for continental species. We postulate that their adaptation to ultramafic substrates and metal accumulation may have contributed to their survival until today.
DOI: 10.6084/m9.figshare.20132703.v2
title: Relict lineages with extreme ecology and physiology: metal hyperaccumulation on ultramafic substrates in New Caledonian Alseuosmineae (Asterales)

description: Relict lineages are an important component of biodiversity, but it is unclear under what circumstances these groups persist. A potential example of such a group is the Alseuosmineae (Asterales) of Oceania. This clade contains the three small families – Alseuosmiaceae, Argophyllaceae and Phellinaceae. The clade has highest diversity in New Caledonia, where there are extensive ultramafic substrates, creating an extreme edaphic environment. Using several lines of evidence we aimed to show that Alseuosmineae qualify as a relict lineage, with specialised adaptations for ultramafic substrates. Molecular phylogenetic and dating analyses were carried out on representatives from all Alseuosmineae genera. Metal concentration in 33 out of 44 Alseuosmineae species was measured in herbarium specimens with X-ray fluorescence spectrometry. Dating analyses indicated that Alseuosmineae began diversifying about 75–80 million years ago, and had much slower net diversification rates than other Asterales groups. One-third of the species occur on ultramafic substrates in New Caledonia. Six are categorised as nickel hyperaccumulators, and two as manganese hyperaccumulators. Extinction was probably paramount in the history of Alseuosmineae, especially for continental species. We postulate that their adaptation to ultramafic substrates and metal accumulation may have contributed to their survival until today.
DOI: 10.6084/m9.figshare.21757118
title: Specific leaf area is lower on ultramafic than on neighbouring non-ultramafic soils

description: Specific leaf area (SLA) is a core trait within the leaf economic spectrum that describes differences in plant performance and productivity. Research on the sources of variation in the leaf economic spectrum and SLA has primarily focused on climate. Much less is known about SLA variation across unusual edaphic environments, such as on ultramafic soils. To determine the role of ultramafic soils as a driver of SLA variation. We measured SLA for dominant species on paired ultramafic and non-ultramafic soils in five biogeographically distinct regions around the globe and compared mean SLA values to globally reported values. SLA was lower on ultramafic than on non-ultramafic soils in all regions, except Puerto Rico, and both climate and soil were important drivers of SLA. For three of the five regions, SLA values on ultramafic soils were lower than the global average. Soils can be a major driver of SLA along with climate. Low SLA on ultramafic soil points to selection for stress resistance strategies. Furthermore, in some bioregions, SLA values on ultramafic soils were among the lowest on the planet and thus represent globally rare phenotypes that should be conserved within these unique edaphic habitats.