cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6073/pasta/a0485fec7ebd3fa3615faa64b3452ee9
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 14 meteorological station: Daily summary data: 2013 - ongoing

description: This data package contains hourly air temperature, relative humidity, wind speed, wind direction, and precipitation summary data from Jornada Basin LTER Cross Scale Interactions Study (CSIS) Block-14 met station. Air temperature, relative humidity, wind speed, wind direction, and precipitation are measured and calculated at an automated meteorological station connected to a 900 MHz spread spectrum wireless network. Wind speed is measured at 37cm, 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature and relative humidity at approximate 2.5m. Measurements are aggregated at intervals of 5, 30, 60 minutes and daily, with precipitation additionally provided with 1 second aggregation during precipitation events. The met station variables measured include air temperature, precipitation, relative humidity, wind direction, wind speed. Precipitation is not measured at Block 1 and Block 12 because of proximity to Block 2 and Block 13, respectively . This is an ONGOING dataset.
DOI: 10.6073/pasta/f00ba54785c29c2a8c4ff0c593d37786
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 14 meteorological station: 1-second summary precipitation data: 2017 - ongoing

description: 1-second summary precipitation data at CSIS Block-14 met station. Total precipitation per second is recorded only if there is measurable precipitation. This is recorded at an automated meteorological station installed at Jornada LTER CSIS Block-14 site.. This climate station is operated by the Jornada LTER Program. This is an ONGOING dataset. IMPORTANT: Rainfall is only recorded when a bucket tip occurs on the tipping bucket rain gauge. If there is missing data due to equipment or other problems, there will be no indication of this within this dataset. The user needs to review precipitation values in the 30 minute or hourly summary datasets to determine if there are missing data in this 1 second detailed precipitation dataset.
DOI: 10.5281/zenodo.7302036
title: MMClassification ONNX model files

description: ONNX model files converted from PyTorch using MMClassification Source code: https://github.com/Minyus/mmbench
DOI: 10.5281/zenodo.7302035
title: MMClassification ONNX model files

description: ONNX model files converted from PyTorch using MMClassification Source code: https://github.com/Minyus/mmbench
DOI: 10.6073/pasta/950ee7558598c4993aa465f14b37a7d7
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 15 meteorological station: 30-minute summary data: 2017 - ongoing

description: This data package contains 30-minute air temperature, relative humidity, and wind summary data from Jornada Basin LTER Cross Scale Interactions Study (CSIS) Block-1 met station. Average air temperature, relative humidity, wind speed, wind direction, and precipitation are measured and calculated at an automated meteorological station connected to a 900 MHz spread spectrum wireless network. Wind speed is measured at 37cm, 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature and relative humidity at approximate 2.5m. Measurements are aggregated at intervals of 5, 30, 60 minutes and daily, with precipitation additionally provided with 1 second aggregation during precipitation events. The met station variables measured include air temperature, precipitation, relative humidity, wind direction, wind speed. Precipitation is not measured at Block 1 and Block 12 because of proximity to Block 2 and Block 13, respectively. This is an ONGOING dataset.
DOI: 10.6084/m9.figshare.20085523
title: The Current State of Undergraduate Bayesian Education and Recommendations for the Future

description: As a result of the increased emphasis on mis- and over-use of <i>p</i>-values in scientific research and the rise in popularity of Bayesian statistics, Bayesian education is becoming more important at the undergraduate level. With the advances in computing tools, Bayesian statistics is also becoming more accessible for undergraduates. This study focuses on analyzing Bayesian courses for undergraduates. We explored whether an undergraduate Bayesian course is offered in our sample of 152 high-ranking research universities and liberal arts colleges. For each identified Bayesian course, we examined how it fits into the institution’s undergraduate curricula, such as majors and prerequisites. Through a series of course syllabi analyses, we explored the topics covered and their popularity in these courses, and the adopted teaching and learning tools, such as software. This article presents our findings on the current practices of teaching full Bayesian courses at the undergraduate level. Based on our findings, we provide recommendations for programs that may consider offering Bayesian courses to their students.
DOI: 10.6084/m9.figshare.20085523.v1
title: The Current State of Undergraduate Bayesian Education and Recommendations for the Future

description: As a result of the increased emphasis on mis- and over-use of <i>p</i>-values in scientific research and the rise in popularity of Bayesian statistics, Bayesian education is becoming more important at the undergraduate level. With the advances in computing tools, Bayesian statistics is also becoming more accessible for undergraduates. This study focuses on analyzing Bayesian courses for undergraduates. We explored whether an undergraduate Bayesian course is offered in our sample of 152 high-ranking research universities and liberal arts colleges. For each identified Bayesian course, we examined how it fits into the institution’s undergraduate curricula, such as majors and prerequisites. Through a series of course syllabi analyses, we explored the topics covered and their popularity in these courses, and the adopted teaching and learning tools, such as software. This article presents our findings on the current practices of teaching full Bayesian courses at the undergraduate level. Based on our findings, we provide recommendations for programs that may consider offering Bayesian courses to their students.
DOI: 10.34740/kaggle/dsv/4466775
title: OntoUML/UFO Catalog
DOI: 10.6073/pasta/e90c7c91dd76cf84eeea05b1dcbc5258
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 15 meteorological station: 5-minute summary wind and air temperature data: 2013 - ongoing

description: This data package contains 5-minute air temperature and wind summary data from Jornada Basin LTER Cross Scale Interactions Study (CSIS) Block-15 met station. Average air temperature, wind speed, and wind direction are measured and calculated at an automated meteorological station connected to a 900 MHz spread spectrum wireless network. Wind speed is measured at 37cm, 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature and relative humidity at approximate 2.5m. This is a subset of baseline weather data collected at the 15 Jornada Basin LTER CSIS study blocks, New Mexico. Measurements are aggregated at intervals of 5, 30, 60 minutes and daily, with precipitation additionally provided with 1 second aggregation during precipitation events. The met station variables measured include air temperature, precipitation, relative humidity, wind direction, wind speed. Precipitation is not measured at Block 1 and Block 12 because of proximity to Block 2 and Block 13, respectively . This is an ONGOING dataset.
DOI: 10.6073/pasta/faf4d4722d5d9f7d9bb13c0154d4a22e
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 15 meteorological station: 1-hour summary data: 2017 - ongoing

description: This data package contains hourly air temperature, relative humidity, wind speed, wind direction, and precipitation summary data from Jornada Basin LTER Cross Scale Interactions Study (CSIS) Block-15 met station. Air temperature, relative humidity, wind speed, wind direction, and precipitation are measured and calculated at an automated meteorological station connected to a 900 MHz spread spectrum wireless network. Wind speed is measured at 37cm, 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature and relative humidity at approximate 2.5m. Measurements are aggregated at intervals of 5, 30, 60 minutes and daily, with precipitation additionally provided with 1 second aggregation during precipitation events. Precipitation is not measured at Block 1 and Block 12 because of proximity to Block 2 and Block 13, respectively . This is an ONGOING dataset.
DOI: 10.5517/ccdc.csd.cc2994h8
title: CCDC 2123949: Experimental Crystal Structure Determination

description: Related Article: Anastasia Pedko, Eden Rubanovich, Edit Y. Tshuva, Avital Shurki|2022|Inorg.Chem.|61|17653|doi:10.1021/acs.inorgchem.2c02737
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.cc2blnd0
title: CCDC 2162882: Experimental Crystal Structure Determination

description: Related Article: Anastasia Pedko, Eden Rubanovich, Edit Y. Tshuva, Avital Shurki|2022|Inorg.Chem.|61|17653|doi:10.1021/acs.inorgchem.2c02737
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.cc2bsqvq
title: CCDC 2168724: Experimental Crystal Structure Determination

description: Related Article: Anastasia Pedko, Eden Rubanovich, Edit Y. Tshuva, Avital Shurki|2022|Inorg.Chem.|61|17653|doi:10.1021/acs.inorgchem.2c02737
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: 10.6084/m9.figshare.21405951
title: Highland Barley Sample Transcriptome Sequencing Service

description: Highland Barley Sample Transcriptome Sequencing Service
DOI: 10.6084/m9.figshare.21405951.v1
title: Highland Barley Sample Transcriptome Sequencing Service

description: Highland Barley Sample Transcriptome Sequencing Service
DOI: 10.6084/m9.figshare.21405951.v2
title: Highland Barley Sample Transcriptome Sequencing Service

description: Highland Barley Sample Transcriptome Sequencing Service
DOI: 10.6073/pasta/99ea23812cfb59d6f80232441b0a33e4
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 15 meteorological station: 30-minute soil volumetric water content data: 2013 - ongoing

description: 30-minute Soil Moisture data at 10 cm at CSIS Block-15. Collection of soil volumetric water content data at Jornada LTER Cross-scale Interactions Study (CSIS) blocks, New Mexico, supports the environmental monitoring objectives of the Jornada LTER monitoring program that look at plant-soil water dynamics. Soil volumetric water content is measured at 10 cm depth at 3 locations at each of the 4 plots per block. The locations in each plot are under bare soil, under perennial grass, and under shrub. Volumetric water content, bulk electrical conductivity, soil temperature, and bulk dielectric permittivity are recorded every 30 minutes at an automated meteorological station installed at Jornada LTER CSIS Block-15 site. This is an ONGOING dataset.
DOI: 10.34740/kaggle/dsv/4466852
title: BBC News
DOI: 10.26182/dgz6-n611
title: Institutional Underpinnings: Metadata and functional requirements for an integrated DMP tool
DOI: 10.6073/pasta/854c0df2d14b01a09819b30f61230536
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 15 meteorological station: Daily average soil volumetric water content data: 2013 - ongoing

description: Daily Average of 30-minute Soil Volumetric Water Content data at 10 cm at CSIS Block-15. Collection of soil water content data at Jornada LTER Cross-scale Interactions Study (CSIS) blocks, New Mexico, supports the environmental monitoring objectives of the Jornada LTER monitoring program that look at plant-soil water dynamics. Soil volumetric water content is measured every 30 minutes at 10 cm depth at 3 locations at each of the 4 plots per block and averaged for the daily value. The locations in each plot are under bare soil, under perennial grass, and under shrub. Volumetric water content, bulk electrical conductivity, soil temperature, and bulk dielectric permittivity are recorded at an automated meteorological station installed at Jornada LTER CSIS Block-15 site. This is an ONGOING dataset.
DOI: 10.4225/23/599e616044356
title: Implementing Pure at UWA - ANDS Webinar Series 2017-05-03
DOI: 10.48577/jpl.ig2ixa
title: Broadband Coherent Multidimensional Variational Measurement

description: Standard Quantum Limit (SQL) of a classical mechanical force detection results from quantum back action perturbing evolution of a mechanical system. In this paper we show that usage of a multidimensional optical transducer may enable a broadband quantum back action evading measurement. We study a corresponding technique for measurement of a resonant signal force acting on a linear mechanical oscillator coupled to an optical system with three optical modes with separation nearly equal to the mechanical frequency. The measurement is performed by optical pumping of the central optical mode and measuring the light escaping the two other modes. By detecting optimal quadrature components of the optical modes and post-processing the measurement results we are able to exclude the back action in a broad frequency band and characterize the force with sensitivity better than SQL. We discuss how proposed scheme relates to multidimensional system containing quantum-mechanics-free subsystems (QMFS) which can evade the SQL using idea of so called “negative mass” [1].
DOI: 10.6073/pasta/9cc7cb665633088a592f38edaebc7453
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 15 meteorological station: Daily summary data: 2013 - ongoing

description: This data package contains hourly air temperature, relative humidity, wind speed, wind direction, and precipitation summary data from Jornada Basin LTER Cross Scale Interactions Study (CSIS) Block-15 met station. Air temperature, relative humidity, wind speed, wind direction, and precipitation are measured and calculated at an automated meteorological station connected to a 900 MHz spread spectrum wireless network. Wind speed is measured at 37cm, 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature and relative humidity at approximate 2.5m. Measurements are aggregated at intervals of 5, 30, 60 minutes and daily, with precipitation additionally provided with 1 second aggregation during precipitation events. The met station variables measured include air temperature, precipitation, relative humidity, wind direction, wind speed. Precipitation is not measured at Block 1 and Block 12 because of proximity to Block 2 and Block 13, respectively . This is an ONGOING dataset.
DOI: 10.6073/pasta/9f7102fedaa6485c54334f1fb6e94770
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 15 meteorological station: 1-second summary precipitation data: 2017 - ongoing

description: 1-second summary precipitation data at CSIS Block-15 met station. Total precipitation per second is recorded only if there is measurable precipitation. This is recorded at an automated meteorological station installed at Jornada LTER CSIS Block-15 site.. This climate station is operated by the Jornada LTER Program. This is an ONGOING dataset. IMPORTANT: Rainfall is only recorded when a bucket tip occurs on the tipping bucket rain gauge. If there is missing data due to equipment or other problems, there will be no indication of this within this dataset. The user needs to review precipitation values in the 30 minute or hourly summary datasets to determine if there are missing data in this 1 second detailed precipitation dataset.
DOI: 10.4225/23/599e637f44359
title: Research Data Management Services at UWA (November 2015)
DOI: 10.4225/23/599e61ae44357
title: Introduction to Research Data Management at UWA (December 2012)
DOI: 10.4225/23/599e605544353
title: 23 Research Data Things 2016-04-14
DOI: 10.4225/23/599e633144358
title: Research Data Management Services at UWA (July 2015)
DOI: 10.6073/pasta/1a2adec2aa7b2f25e71c874f42f85418
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 1 meteorological station: 30-minute summary data: 2017 - ongoing

description: This data package contains 30-minute air temperature, relative humidity, and wind summary data from Jornada Basin LTER Cross Scale Interactions Study (CSIS) Block-1 met station. Average air temperature, relative humidity, wind speed and wind direction are measured and calculated at an automated meteorological station connected to a 900 MHz spread spectrum wireless network. Wind speed is measured at 37cm, 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature and relative humidity at approximate 2.5m. Measurements are aggregated at intervals of 5, 30, 60 minutes and daily, with precipitation additionally provided with 1 second aggregation during precipitation events. The met station variables measured include air temperature, precipitation, relative humidity, wind direction, wind speed. Precipitation is not measured at Block 1 and Block 12 because of proximity to Block 2 and Block 13, respectively. This is an ONGOING dataset.
DOI: 10.6084/m9.figshare.21394395.v1
title: Dataset_856_696.csv

description: This is the feature marix of " <strong>Interpretable Machine Learning of Two-Photon Absorption</strong> "
DOI: 10.6084/m9.figshare.21394395
title: MFF-MOE feature matrix

description: This is the feature marix of " <strong>Interpretable Machine Learning of Two-Photon Absorption</strong> "
DOI: 10.6084/m9.figshare.21394395.v3
title: MFF-MOE feature matrix

description: This is the feature marix of " <strong>Interpretable Machine Learning of Two-Photon Absorption</strong> "
DOI: 10.6084/m9.figshare.21394395.v2
title: MFF-MOE feature marix

description: This is the feature marix of " <strong>Interpretable Machine Learning of Two-Photon Absorption</strong> "
DOI: 10.4225/23/599e60aa44354
title: 23 Research Data Things 2016-05-23
DOI: 10.4225/23/599e5f1844352
title: 23 Research Data Things 2016-03-01
DOI: 10.4225/23/599e63cb4435a
title: Research Data Management Services at UWA (October 2014)
DOI: 10.6084/m9.figshare.21391584
title: TPAML.xlsx

description: Original data collectionin xlsx format This is a collection containing all scripts, data sets and descriptors related to the paper of machine learning entitled " <strong>Interpretable Machine Learning of Two-Photon Absorption</strong>".
DOI: 10.6084/m9.figshare.21391584.v1
title: TPAML.xlsxDataset for Two-Photon Absorption

description: Original data collectionin xlsx format This is a collection containing all scripts, data sets and descriptors related to the paper of machine learning entitled " <strong>Interpretable Machine Learning of Two-Photon Absorption</strong>".
DOI: 10.4225/23/599e64134435b
title: UWA Research Week 2016
DOI: 10.4225/23/599e60fd44355
title: 23 Research Data Things 2016-07-19
DOI: 10.5281/zenodo.7300138
title: FD-DeepLoc datasets: beads stacks for demo3

description: FD-DeepLoc datasets: beads stacks for demo3
DOI: 10.5281/zenodo.7300137
title: FD-DeepLoc datasets: beads stacks for demo3

description: FD-DeepLoc datasets: beads stacks for demo3
DOI: 10.34740/kaggle/dsv/4466944
title: Aerial View Car Detection for Yolov5
DOI: 10.34740/kaggle/dsv/4466945
title: 💥📰 Daily Breaking News Twitter Dataset
DOI: 10.6073/pasta/2130294677e5de60b787c93b2e002500
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 1 meteorological station: 5-minute summary wind and air temperature data: 2013 - ongoing

description: This data package contains 5-minute air temperature and wind summary data from Jornada Basin LTER Cross Scale Interactions Study (CSIS) Block-1 met station. Average air temperature, wind speed, and wind direction are measured and calculated at an automated meteorological station connected to a 900 MHz spread spectrum wireless network. Wind speed is measured at 37cm, 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature and relative humidity at approximate 2.5m. This is a subset of baseline weather data collected at the 15 Jornada Basin LTER CSIS study blocks, New Mexico. Measurements are aggregated at intervals of 5, 30, 60 minutes and daily, with precipitation additionally provided with 1 second aggregation during precipitation events. The met station variables measured include air temperature, precipitation, relative humidity, wind direction, wind speed. Precipitation is not measured at Block 1 and Block 12 because of proximity to Block 2 and Block 13, respectively . This is an ONGOING dataset.
DOI: 10.6073/pasta/df04f7acc91602b71b04ba0fc0b541a6
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 1 meteorological station: 1-hour summary data: 2017 - ongoing

description: This data package contains hourly air temperature, relative humidity, wind speed, and wind direction summary data from Jornada Basin LTER Cross Scale Interactions Study (CSIS) Block-1 met station. Air temperature, relative humidity, wind speed and wind direction are measured and calculated at an automated meteorological station connected to a 900 MHz spread spectrum wireless network. Wind speed is measured at 37cm, 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature and relative humidity at approximate 2.5m. Measurements are aggregated at intervals of 5, 30, 60 minutes and daily, with precipitation additionally provided with 1 second aggregation during precipitation events. Precipitation is not measured at Block 1 and Block 12 because of proximity to Block 2 and Block 13, respectively . This is an ONGOING dataset.
DOI: 10.25946/20250117
title: Associated Data for Investigation of the phenolic and antioxidant content in Australian grains using traditional and non-invasive analytical techniques

description: The NIR and MIR datasets contain sample information, chemical reference data and the mean NIR/MIR spectra for each sample. The x-axis variables across the top of the NIR datasets are provided in nm; MIR data in cm-1. CUPRAC, FRAP, TP and TMA values are given as mg/100 g. Moisture and protein are in % w/w. Starch, amylose, amylopectin, vicine, convicine and total VC are in mg/g. <br> The phenolic_contents datasets show the results from HPLC analysis of individual phenolic compounds present in each sample. The content of individual phenolic acids are given in mg/kg. <br> All measurements are expressed on an oven-dried weight basis. <br> Abbreviations used: HKW = hundred kernel weight CUPRAC = cupric reducing antioxidant capacity FRAP = ferric reducing antioxidant potential TP = total phenolic content TMA = total monomeric anthocyanin content Total_VC = sum of vicine and convicine contents
DOI: 10.5281/zenodo.7297143
title: CM2.1 DOM

description: This model is based upon the Geophysical Fluid Dynamic Laboratory coupled model version 2.1 and runs for 1000 yrs. In this model, the atmosphere is coupled with dynamic ocean with spatiotemporally varied mixed layer depth. By this configuration, mixed layer temperature evolves through both air-sea thermodynamic and dynamic coupling processes.