cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.14457/tu.the.2022.19
title: แผนธุรกิจกล่องพัสดุไปรษณีย์เคลือบพลาสติก (กันน้ำ)

description: ปัจจุบันกล่องกระดาษและบรรจุภัณฑ์กระดาษ ไม่เพียงใช้แต่ภาคอุตสาหกรรมเท่านั้น ยังใช้เพื่อการบรรจุสินค้าและเพื่อการขนส่งสินค้าไปยังผู้บริโภคของภาคธุรกิจด้วย โดยในปัจจุบันมีความต้องการเพิ่มสูงขึ้นเป็นอย่างมาก ตามการเติบโตของธุรกิจออนไลน์และธุรกิจขนส่งสินค้าทำให้กล่องกระดาษยังเป็นที่ต้องการอย่างมาก ส่งผลให้ธุรกิจนี้มีโอกาสขยายตัวและน่าลงทุนสำหรับผู้ที่ต้องการเริ่มต้นธุรกิจ จากปริมาณสินค้าและผลิตภัณฑ์ที่เพิ่มขึ้นและมีจำนวนที่หลากหลายในตลาด ทำให้ปริมาณความต้องการใช้กล่องกระดาษและบรรจุภัณฑ์กระดาษเพิ่มขึ้นตามไปด้วย ซึ่งเป็นผลมาจากหลายปัจจัยที่ส่งเสริมให้การใช้กล่องกระดาษและบรรจุภัณฑ์กระดาษเป็นที่นิยม ทั้งจากพฤติกรรมผู้บริโภคที่ปรับตัวเข้าสู่วิถีชีวิตแนวใหม่ New Normal นิยมซื้อสินค้าผ่านระบบออนไลน์ และระบบการขนส่งสินค้าที่พัฒนาขึ้น ทำให้กล่องกระดาษและบรรจุภัณฑ์กระดาษเป็นที่ต้องการมากยิ่งขึ้นผู้จัดทำจึงมองเห็นโอกาสในการพัฒนาคุณสมบัติของกล่องพัสดุเพื่อลดโอกาสในการเกิดความเสียหายของสินค้าในระหว่างการขนส่ง ซึ่งบางครั้งสภาพกล่องพัสดุที่มาถึงมือผู้รับปลายทาง มีสภาพชำรุดเสียหาย อาจส่งผลไปยังสิ่งของที่อยู่ภายในกล่องพัสดุได้ เลยคิดว่าหากมีบรรจุภัณฑ์ที่สามารถกันน้ำได้ ช่วยลดความเสียหายของสินค้าในระหว่างการขนส่งได้น่าจะดี จึงเกิดเป็นไอเดียแผนธุรกิจกล่องพัสดุไปรษณีย์เคลือบพลาสติก (กันน้ำ) ขึ้นมาทางด้านการเงินใช้เงินลงทุนเริ่มแรก 3,000,000 บาท โดยเป็นแหล่งเงินทุนที่มาจากเจ้าของเพียงอย่างเดียว มีต้นทุนเฉลี่ยน้ำหนัก (WACC) เท่ากับ 8.35% มูลค่าปัจจุบันสุทธิ (NPV) ของธุรกิจมีค่าเป็นบวกคือ 3,838,687 บาท มีอัตราผลตอบแทนภายใน (IRR) 65% และโครงการมีระยะเวลาคืนทุนภายใน 3 ปี ซึ่งอยู่ในเกณฑ์ที่ตั้งไว้ ถือว่าธุรกิจกล่องพัสดุไปรษณีย์เคลือบพลาสติก (กันน้ำ) เป็นธุรกิจที่น่าสนใจในการลงทุน
DOI: 10.14457/tu.the.2022.21
title: ความมั่นคงในที่อยู่อาศัยของคนจนเมืองในกรุงเทพมหานคร: กรณีศึกษาเปรียบเทียบชุมชน 2 แห่งในย่านบึงกุ่ม-นวมินทร์

description: วิทยานิพนธ์ฉบับนี้สำรวจประเด็นความมั่นคงในที่อยู่อาศัยของคนจนเมืองในกรุงเทพมหานคร ผู้วิจัยศึกษาผ่านการเปรียบเทียบชุมชนคนจนเมืองสองแห่งในย่านบึงกุ่ม-นวมินทร์ ซึ่งมีความแตกต่างกันในเชิงสิทธิในที่อยู่อาศัย คือชุมชนห้องเช่าบนที่ดินเอกชนหรือที่ผู้วิจัยเรียกว่า “ชุมชนห้องเช่าซาเล้ง” และชุมชนที่คนจนเป็นเจ้าของที่ดินเองที่เกิดจากโครงการรื้อย้ายสลัมไปยังที่แห่งใหม่ (slum relocation) ของการเคหะแห่งชาติในทศวรรษ 2530 ที่มีชื่อว่า “ชุมชนสุวรรณประสิทธิ์”ผลการศึกษาพบว่า ความมั่นคงในที่อยู่อาศัยของคนจนเมืองเป็นเรื่องที่พัวพันกับความมั่นคงของมนุษย์ในมิติอื่นๆ เป็นอย่างมาก โดยเฉพาะอย่างยิ่งความมั่นคงทางเศรษฐกิจ ผู้วิจัยพบว่าคนจนจะเลือกที่อยู่อาศัยให้เหมาะกับอาชีพของตนเองเสมอ การช่วยเหลือของภาครัฐในอดีตในรูปแบบการให้เงินกู้แก่คนจนเมืองเพื่อนำไปซื้อที่ดินเปล่าที่รัฐจัดสรรให้ในราคาถูกเช่นในกรณีสุวรรณประสิทธิ์ 2 และสุวรรณประสิทธิ์ 3 หรือให้กรรมสิทธิ์ในที่ดินที่รัฐจัดสรรให้ฟรีเช่นในกรณีสุวรรณประสิทธิ์ 1 ไม่สามารถสร้างความมั่นคงในที่อยู่อาศัยอย่างถาวรให้กับคนจนเมืองได้ เพราะขาดการช่วยเหลือให้คนจนเมืองมีความมั่นคงทางอาชีพและรายได้หลังย้ายเข้ามาอยู่ในอีกทางหนึ่ง การมีที่อยู่อาศัยในเมืองที่มีต้นทุนการเข้าถึงไม่สูงมากนัก เช่น บ้านเช่าราคาถูก ก็ไม่สามารถถูกมองข้ามหรือละเลยว่าไม่สามารถสร้างความมั่นคงในที่อยู่อาศัยให้กับคนจนเมืองได้ เรื่องราวจากผู้คนในชุมชนห้องเช่าซาเล้งสะท้อนว่าการอยู่อาศัยในบ้านเช่าราคาถูกในเมืองช่วยให้คนจนจากต่างจังหวัดสามารถจัดการกับชีวิตได้คล่องตัวกว่า การเช่าบ้านอยู่เป็นเงื่อนไขสนับสนุนให้คนจนดิ้นรนสู้ชีวิตต่อไปได้ เพราะพวกเขายังสามารถออกไปทำงานมีรายได้ และเอาเงินมาใช้พัฒนาชีวิตและครอบครัว โดยไม่ต้องพะวงกับการผ่อนชำระหนี้ก้อนโตที่เกิดจากการซื้อที่ดินและปลูกสร้างบ้าน
DOI: 10.6084/m9.figshare.21748079
title: Degree of organ damage and inflammatory markers in sepsis mice models inducted by various doses of lipopolysaccharides data and hystopathology unedited pictures

description: Degree of organ damage and inflammatory markers in sepsis mice models inducted by various doses of lipopolysaccharides
DOI: 10.6084/m9.figshare.21748079.v1
title: Degree of organ damage and inflammatory markers in sepsis mice models inducted by various doses of lipopolysaccharides data and hystopathology unedited pictures

description: Degree of organ damage and inflammatory markers in sepsis mice models inducted by various doses of lipopolysaccharides
DOI: 10.15784/601632
title: Ground Penetrating Radar Profiles from Beaches on Joinville Island, Antarctic Peninsula

description: This dataset provides the raw and processed ground-penetrating radar (GPR) data collected on Joinville Island in the Antarctic Peninsula.
DOI: 10.15784/601633
title: Ground-Penetrating Radar data from Livingston Island in the Antarctic Peninsula

description: This dataset includes ground-penetrating radar (GPR) data collected on Livingston Island in the Antarctic Peninsula.
DOI: 10.15784/601634
title: Radiocarbon Ages from Beaches on Joinville Island, Antarctic Peninsula

description: This dataset consists of the location, elevation, and age of samples obtained from Joinville Island along the Antarctic Peninsula
DOI: 10.34740/kaggle/dsv/4742179
title: 🇺🇦 Ukraine Conflict Twitter Dataset
DOI: 10.5281/zenodo.7141561
title: Syngas kinetics inside steady Perfectly Stirred Reactor

description: We present the dataset and python scripts used in our autoencoder (AE) neural network (NN)-based reduced chemistry work (Zhang and Sankaran, 2022). 1. To train the AE NN, run "<strong>python Train_PSR_AE_PCA.py</strong> " with Keras 2. The dataset is about syngas combustion inside 0-D steady perfectly stirred reactor (PSR) at a wide range of parameter conditions. The fuel is CO, H2, N2 with a volume ratio 5:1:4. The oxidizer is O2 and N2 mixed in 1:3 by volume. The inflow temperature is 500 K and combustion occurs at atmospheric pressure. In total, there are 1.63 million samples with equivalence ratio varying from 0.09 to 20.0 and residence time scale varying to cover the entire S-curve. The dataset is in hdf5 format and can be loaded with the python script, <strong>load_data_h5.py</strong>. Inside the dataset, there 12 entries. 1. asciiListtmp = h5f['vars_name'][()] ##name of the 12 thermochemical state variables 2. para_Phi = h5f['parameters_Phi'][()] ##equivalence ratio, varying from 0.09 to 20.0 3. para_Tin = h5f['parameters_Tin'][()] ##inflow temperature, constant=500 [K] 4. para_inv_tau_res = h5f['parameters_inv_tau_res'][()] ##inverse of residence time, varying from 4.53e-09 to 1.54e+04 [1/s] 5. x_train_min = h5f['trainset_min'][()] ##minimum value of training set 6. x_train_max = h5f['trainset_max'][()] ##maximum value of training set 7. x_data = h5f['dataset'][()] ##Thermochemical state variables (temperature, mass fractions of chemical species), normalized with x_train_min and x_train_max to be [-1,1] 8. x_src_data = h5f['dataset_src'][()] ##source term * 2/(x_train_max-x_train_min) 9. x_del_data = h5f['dataset_del'][()] ##(xinflow-x)* 2/(x_train_max-x_train_min) 10. train_ind = h5f['train_dataset_indices'][()] #0.7, sample index of training set 11. test_ind = h5f['test_dataset_indices'][()] #0.3*0.5, sample index of test set 12. vali_ind = h5f['valid_dataset_indices'][()] #0.3*0.5, sample index of validation set The training/test/validation splitting is used in our reduced chemistry work.
DOI: 10.5281/zenodo.7141560
title: Syngas kinetics inside steady Perfectly Stirred Reactor

description: We present the dataset and python scripts used in our autoencoder (AE) neural network (NN)-based reduced chemistry work (Zhang and Sankaran, 2022). 1. To train the AE NN, run "<strong>python Train_PSR_AE_PCA.py</strong> " with Keras 2. The dataset is about syngas combustion inside 0-D steady perfectly stirred reactor (PSR) at a wide range of parameter conditions. The fuel is CO, H2, N2 with a volume ratio 5:1:4. The oxidizer is O2 and N2 mixed in 1:3 by volume. The inflow temperature is 500 K and combustion occurs at atmospheric pressure. In total, there are 1.63 million samples with equivalence ratio varying from 0.09 to 20.0 and residence time scale varying to cover the entire S-curve. The dataset is in hdf5 format and can be loaded with the python script, <strong>load_data_h5.py</strong>. Inside the dataset, there 12 entries. 1. asciiListtmp = h5f['vars_name'][()] ##name of the 12 thermochemical state variables 2. para_Phi = h5f['parameters_Phi'][()] ##equivalence ratio, varying from 0.09 to 20.0 3. para_Tin = h5f['parameters_Tin'][()] ##inflow temperature, constant=500 [K] 4. para_inv_tau_res = h5f['parameters_inv_tau_res'][()] ##inverse of residence time, varying from 4.53e-09 to 1.54e+04 [1/s] 5. x_train_min = h5f['trainset_min'][()] ##minimum value of training set 6. x_train_max = h5f['trainset_max'][()] ##maximum value of training set 7. x_data = h5f['dataset'][()] ##Thermochemical state variables (temperature, mass fractions of chemical species), normalized with x_train_min and x_train_max to be [-1,1] 8. x_src_data = h5f['dataset_src'][()] ##source term * 2/(x_train_max-x_train_min) 9. x_del_data = h5f['dataset_del'][()] ##(xinflow-x)* 2/(x_train_max-x_train_min) 10. train_ind = h5f['train_dataset_indices'][()] #0.7, sample index of training set 11. test_ind = h5f['test_dataset_indices'][()] #0.3*0.5, sample index of test set 12. vali_ind = h5f['valid_dataset_indices'][()] #0.3*0.5, sample index of validation set The training/test/validation splitting is used in our reduced chemistry work.
DOI: 10.5281/zenodo.6335666
title: Data and code for: "Taxon-specific biomass declines in a blackwater river: the importance of a community approach to understanding invertebrate loss"

description: Data, metadata, and R code for "Taxon-specific biomass declines in a blackwater river: the importance of a community approach to understanding invertebrate loss." Abstract Around the world, researchers are reporting declines in insect fauna. Though uncommonly evaluated in such studies, the community context of population trends can facilitate interpretation of the causes and consequences of such losses. We used a multivariate approach to compare the structure of freshwater invertebrate assemblages separated by more than 30 years in the Ogeechee River, in the southeastern US, and found biomass declines. Overall, the biomass in the 2010s was approximately 60% of the total in the 1980s. Community analyses indicated that this decline was driven by reduced densities of large-bodied, filter-feeding insects, particularly Hydropsychidae caddisflies (Trichoptera). Conversely, predators and small-bodied primary consumers increased in density, though their contributions to overall biomass were minimal and their increased density was not sufficient to compensate for biomass declines. The overall decline of freshwater invertebrate biomass may be driven by climate-related changes in flood dynamics: seasonal flooding that facilitates delivery of floodplain carbon to filter-feeding consumers has decreased over several decades. Water temperature had also increased and has likely had effects on the invertebrate assemblages. Whole-community evaluations such as this one, in contrast to single-taxon and abundance-based studies, provide critical information to elucidate the dynamics of freshwater impairment and insect loss in the Anthropocene.
DOI: 10.5281/zenodo.6335665
title: dmurraystoker/OGC-biomass: Long-term comparison of invertebrate communities in a blackwater river reveals taxon-specific biomass change

description: Data, metadata, and R code for "Long-term comparison of invertebrate communities in a blackwater river reveals taxon-specific biomass change." Abstract 1. Around the world, researchers are reporting declines in insect fauna. Though uncommonly evaluated in high-profile studies of insect declines, the community context of population trends can facilitate interpretation of the causes and consequences of such losses. Here, we aimed to explore the shifts in a well-studied invertebrate community of a blackwater river and identify potential catalysts of such change. 2. We compared the density, biomass, and community structure of freshwater invertebrate assemblages separated by more than 30 years in the Ogeechee River, in the southeastern US, and found biomass declines. We also evaluated long-term trends in river discharge, water temperature, and precipitation. 3. Overall, the biomass in the 2010s was approximately 60% of the total in the 1980s. Community analyses indicated that this decline was driven by reduced densities of large-bodied, filter-feeding insects, particularly Hydropsychidae caddisflies (Trichoptera). Conversely, predators and small-bodied primary consumers increased in density, though their contributions to overall biomass were minimal and their increased density was not sufficient to compensate for biomass declines. Seasonal shifts in both invertebrate populations and environmental parameters were evident, especially when focusing on discharge and dissolved organic carbon. 4. Through a combination of direct analysis and the use of established research on the metabolic dynamics of the study site, we determined that the overall decline of freshwater invertebrate biomass may be driven by climate-related changes in flood dynamics: seasonal flooding that facilitates delivery of floodplain carbon to filter-feeding consumers has decreased over several decades. Water temperature had also increased and has likely had effects on the invertebrate assemblages. 5. Whole-community evaluations such as this one, in contrast to single-taxon and abundance-based studies, provide critical information to elucidate the dynamics of freshwater impairment and insect loss in the Anthropocene.
DOI: 10.5281/zenodo.7455905
title: dmurraystoker/OGC-biomass: Long-term comparison of invertebrate communities in a blackwater river reveals taxon-specific biomass change

description: Data, metadata, and R code for "Long-term comparison of invertebrate communities in a blackwater river reveals taxon-specific biomass change." Abstract 1. Around the world, researchers are reporting declines in insect fauna. Though uncommonly evaluated in high-profile studies of insect declines, the community context of population trends can facilitate interpretation of the causes and consequences of such losses. Here, we aimed to explore the shifts in a well-studied invertebrate community of a blackwater river and identify potential catalysts of such change. 2. We compared the density, biomass, and community structure of freshwater invertebrate assemblages separated by more than 30 years in the Ogeechee River, in the southeastern US, and found biomass declines. We also evaluated long-term trends in river discharge, water temperature, and precipitation. 3. Overall, the biomass in the 2010s was approximately 60% of the total in the 1980s. Community analyses indicated that this decline was driven by reduced densities of large-bodied, filter-feeding insects, particularly Hydropsychidae caddisflies (Trichoptera). Conversely, predators and small-bodied primary consumers increased in density, though their contributions to overall biomass were minimal and their increased density was not sufficient to compensate for biomass declines. Seasonal shifts in both invertebrate populations and environmental parameters were evident, especially when focusing on discharge and dissolved organic carbon. 4. Through a combination of direct analysis and the use of established research on the metabolic dynamics of the study site, we determined that the overall decline of freshwater invertebrate biomass may be driven by climate-related changes in flood dynamics: seasonal flooding that facilitates delivery of floodplain carbon to filter-feeding consumers has decreased over several decades. Water temperature had also increased and has likely had effects on the invertebrate assemblages. 5. Whole-community evaluations such as this one, in contrast to single-taxon and abundance-based studies, provide critical information to elucidate the dynamics of freshwater impairment and insect loss in the Anthropocene.
DOI: 10.57770/zf2qh2
title: Metal‐like Band Structures of Ultrathin Si {111} and {112} Surface Layers Revealed through Density Functional Theory Calculations

description: supporting information
DOI: 10.6084/m9.figshare.21707888.v1
title: dipolar cycloaddition dataset

description: This dataset consists of 5271 reaction profiles computed in a high-throughput manner at B3LYP-D3(BJ)/def2-TZVP//B3LYP-D3(BJ)/def2-SVP level of theory with the help of autodE and Gaussian 16. Reaction IDs and SMILES, activation energies (G_act; in kcal/mol) and reaction energies (G_r; in kcal/mol) for each computed reaction profile are provided in CSV format (full_dataset.csv). XYZ-files for each reactant (both the original and stereo-constrained versions), TS and product species as well as a CSV file containing computed electronic energies and thermal corrections are available in a compressed archive file, full_dataset_profiles.tar.gz. <br> The files have been organized per reaction profile, identified through the reaction ID. Within each directory, reactant XYZ-files are of the form r#####.xyz, product XYZ-files are of the form p#####.xyz, and transition state XYZ-files are of the form TS_#####.xyz. If the reactant dipole conformer had to be corrected to enforce stereochemical compatibility, the latter XYZ-files are included under to form of r#####_alt.xyz. The energies for all of these species are summarized per directory in energies.csv. <br> Additionally, all the benchmarking data are made available in the benchmarking_data.tar.gz directory
DOI: 10.21227/9fmc-nw22
title: Physiological and emotional states during virtual driving

description: Driving practices while HR physiology and pre- and post-EDA were acquired. Stress levels are also rated on a 1-5 scale. The gamer's steering wheel angle, pedals, and steering wheel buttons associated with the driving activity are tracked every 10 msec. The normalized data were stored in Figure 1 in the .xlsx file. Using the Balanced Latin Square method, participants develop each level to avoid level learning when designing experiments with multiple conditions. Physiological and emotional states during virtual driving1.  Physiological HR and EDA records2. Driving style and control of events3. Acceleration and brake pedals4. Driving simulation
DOI: 10.25919/0ha8-c309
title: Parkes observations for project P1170 semester 2022OCTS_12

description: We request 15.5 hours of observations with the Parkes UWL receiver to search for giant pulses (GPs) in all seven pulsars in the Southern sky which are known to exhibit this phenomenon. The UWL receiver is particularly well-suited to such a study, since some GPs from known emitters have been found to be very narrow-band and so the observed emission rate is likely to be highly frequency-dependent. Additionally, the wide bandwidth allows one to detect spectral structures such as the 'banding' effect recently observed in GPs from some pulsars, similar to that observed in the spectra of fast radio bursts. These observations should provide a wealth of information about the underlying GP emission mechanism, and a stringent test of current theories.
DOI: 10.26186/129600
title: 2018 Lidar and Imagery Nulla Basalt Province

description: The capture and processing of aerial lidar and coincident imagery products is required for the Nulla Basalt Geological Province in the upper Burdekin catchment of north Queensland. The Nulla Basalt Province project is the second of a series of high resolution elevation data acquisition projects required to support Geoscience Australia’s Exploring for the Future programme focussed on northern Australia. Products created in the project will primarily be used for high precision modelling of surface water movement across the landscape, identification of potential interactions with ground water resources in the region and modelling of structural geology from subtle surface expression of fault line steps indicative of historical seismic events.
DOI: 10.26186/130804
title: Geological Linked Files System

description: The product includes:
• A collection of digital files (photographs, documents, maps, cross sections, sketches, etc) stored in cloud-hosted repository.
• Oracle database tables linking the files to geological features and samples described in GA’s scientific databases (including but not limited to boreholes, samples, field sites, geological provinces, stratigraphic units, samples, mines, mineral deposits, isotopes, and mineral occurrences)
• WMS and WFS web services which deliver the link to other Geoscience Australia geological feature web services.
DOI: 10.26182/c41x-7311
title: Post-game recovery of isometric hamstring strength in a high-risk hamstring strain injury group throughout an Australian Football League season
DOI: 10.26182/9bgp-0261
title: Dataset for 'Can Action Video Game Experience improve Hazard Perception Test Performance?'
DOI: 10.3886/e149321v1-131383
title: Data and Code for: Women, Wealth Effects, and Slow Recoveries

description: Business cycle recoveries have slowed in recent decades. This slowdown comes entirely from female employment: as women's employment rates converged towards men's over the course of the past half-century, the growth rate of female employment slowed. But does the slowdown in the growth of female employment rates translate into a slowdown for overall employment rates? The degree to which women "crowd out" men in the labor market is a sufficient statistic for this question. We estimate the extent of crowding out across states, and find that it is small. We then develop a general equilibrium model of the female convergence process featuring home production and show that our cross-sectional crowding out estimate provides a powerful diagnostic statistic for aggregate crowding out. Our model implies that 60-75% of the slowdown in recent business cycle recoveries can be explained by female convergence.