cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.14462/mlfaultclassifier/1616675
title: Jefferson Laboratory C100 Superconducting Radio-Frequency Cavity Fault Data, 2020

description: The dataset was created to train machine learning models for the task of identifying the (1) cavity and (2) fault type from C100-type cryomodules at the Thomas Jefferson National Accelerator Facility (Jefferson Lab), thereby replacing the time-consuming efforts of a subject matter expert. Superconducting radio-frequency (SRF) cavity trips represent a significant source of accelerator downtime. Real-time – rather than post-mortem – identification of the offending cavity and classification of the fault type would give control room operators valuable feedback for corrective action planning. The anticipated benefit is increased beam-on-target time for users and provides performance metrics that can be used to improve future cavity designs. A series of 17 RF signals are recorded for each of the 8 cavities in a C100 cryomodule every time a cavity trips. These time-series signals are written to file using a specially designed data acquisition system. The dataset represents fault events recorded during Continuous Electron Beam Accelerator Facility (CEBAF) beam operations between January 18, 2019 and March 9, 2020. The following filtering steps were applied to collected data; (1) only 4 of the 17 signals per cavity are retained (GMES, GASK, CRFP, DETA2) (2) only events with data from each of the eight cavities in the cryomodule are kept, (3) only events that were sampled at 5 kHz were kept, (4) events from cryomodule 0L04 were neglected, (5) events occurring between February 4, 3PM and February 5, 12PM were neglected. As a result of preprocessing, the dataset is comprised of 2,375 unique events. The full dataset is comprised of three files: features.csv, cavity_labels.csv, fault_labels.csv. Each instance in faults.csv includes a timestamp (“date_time”), a label for the cryomodule which experienced the trip (“zone_label”), and 192 features (“feature_1”, “feature_2”... “feature_192”). The features correspond to 6 autoregressive features for each of 4 signals per cavity for each of the 8 cavities (6 × 4 signals/cavity × 8 cavities/cryomodule = 192). To deal with the large variation of signal amplitudes, time-series standardization via the z-score (standard score) function was applied prior to computing the features. For each instance, there is an associated label for the (1) cavity which faulted first (cavity_labels.csv) and (2) the type of fault that caused the trip (fault_labels.csv). The cavity identification can take values of [0, 1, 2, 3, 4, 5, 6, 7, 8] and the fault type can take values of [‘Microphonics’, ‘Quench_100ms’, ‘Controls_Fault’, ‘E_Quench’, ‘Quench_3ms’, ‘Single_Cav_Turn_Off’ , ‘Heat_Riser_Choke’, ‘Multi_Cav_Turn_Off’].
DOI: 10.5281/zenodo.3782324
title: Bat Interactions

description: Species Interactions focusing on Egyptian Fruit bat (<em>Rousettus aegyptiacus</em>) that have been extracted from the literature.
description: {"references": ["Albayrak, I., A\u015fan, N. & Yorulmaz, T. (2008). The natural history of the Egyptian fruit bat, Rousettus aegyptiacus, in Turkey (Mammalia: Chiroptera). Turkish Journal of Zoology, 32(1), 11-18.", "Brickner-Braun, I., Geffen, E. & Yom-Tov, Y. (2007) The Domestic Cat as a Predator of Israeli Wildlife, Israel Journal of Ecology & Evolution, 53(2), 129-142, DOI: 10.1560/IJEE.53.2.129", "del Vaglio, M. A., Nicolau, H., Bosso, L. & Russo, D. (2011). A first assessment of feeding habits in the fruit bat Rousettus aegyptiacus on Cyprus island. Hystrix, the Italian Journal of Mammalogy, 22(2). https://doi.org/10.4404/hystrix-22.2-4587", "Fenton, M.B., Cumming, D.H.M. & Oxley, D.J. (1977). Prey of bat hawks and availability of bats. The Condor, 79(4), 495-497.", "Haelewaters, D., Hiller, T. & Dick, C.W. (2018). Bats, bat flies, and fungi: a case of hyperparasitism. Trends in parasitology, 34(9), 784-799. https://doi.org/10.1016/j.pt.2018.06.006", "Kaisila, J. (1966). The Egyptian Fruit-Bat, Rousettus aegyptiacus Geoffr. (Megachiroptera, Pteropodidae) visiting flowers of Bombax malabaricum. Annales Zoologici Fennici, 3(1), 1-3. Retrieved May 1, 2020, from www.jstor.org/stable/23730818", "Korine, C., Izhaki, I., & Arad, Z. (1999). Is the Egyptian fruit-bat Rousettus aegyptiacus a pest in Israel? An analysis of the bat's diet and implications for its conservation. Biological conservation, 88(3), 301-306. https://doi.org/10.1016/S0006-3207(98)00126-8", "Lu\u010dan, R.K., Bartoni\u010dka, T., Jedli\u010dka, P., \u0158e\u0159ucha, S., \u0160\u00e1lek, M., \u010c\u00ed\u017eek, M., Nicolaou, H. & Hor\u00e1\u010dek, I. (2016) Spatial activity and feeding ecology of the endangered northern population of the Egyptian fruit bat (Rousettus aegyptiacus). Journal of Mammalogy, 97(3), 815\u2013822. https://doi.org/10.1093/jmammal/gyw014", "Reinhardt, K., Naylor, R.A. & Siva-Jothy, M.T. (2008). Temperature and humidity differences between roosts of the fruit bat, Rousettus aegyptiacus (Geoffroy, 1810), and the refugia of its ectoparasite, Afrocimex constrictus. Acta chiropterologica, 10(1), 173-176.", "Thomas, D.W. & Marshall, A.G. (1984). Reproduction and growth in three species of West African fruit bats. Journal of Zoology, 202(2), 265-281.", "Zohoori, H., Kaibi, B.H., Karami, M., Khorasani, N., Dareshoori, B. & Dakhteh, M.H. (2007). Some observation on fruit used by birds and Egyptian fruit bat Rousettus aegyptiacus on Qeshm Island, Southern Iran. Podoces, 2(2), 156-9."]}
DOI: 10.6073/pasta/7e5f4ec6a70d0caff65bc545182f89c8
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 8 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-8 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: 10.6073/pasta/df72e2f55eb44556738b68e1804a21e8
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 7 meteorological station: 30-minute soil volumetric water content data: 2013 - ongoing

description: 30-minute Soil Moisture data at 10 cm at CSIS Block-7. 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-7 site. This is an ONGOING dataset.
DOI: 10.6073/pasta/f7630fc6f48e91b11bd4349e037320aa
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 7 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-7 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: 10.25345/c59q6t
title: MassIVE MSV000085359 - Crude methano Extract of Mitrgyna Speciosa leaves Dataset
title: Methanol Crude Extract of Mitragyna speciosa leaves grown in Malaysia
DOI: 10.6073/pasta/4a85230e91070d326813a192a42bf08e
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 8 meteorological station: 1-second summary precipitation data: 2017 - ongoing

description: 1-second summary precipitation data at CSIS Block-8 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-8 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: 10.6073/pasta/4bfe48f7ec28fef59ab71900a6651a76
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 8 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-8. 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-8 site. This is an ONGOING dataset.
DOI: 10.6073/pasta/9e5f3983360bdf37d9fe2cc8cdb6a732
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 8 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-8 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/0dab3d337e4829c2774c0c41280b1bd3
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 9 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: 10.6073/pasta/1d7f75f508ca56a0f190cd22ad95f3de
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 8 meteorological station: 30-minute soil volumetric water content data: 2013 - ongoing

description: 30-minute Soil Moisture data at 10 cm at CSIS Block-8. 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-8 site. This is an ONGOING dataset.
DOI: 10.21227/4vne-pd37
title: RNM-US Catalog of equipment

description: This dataset contains the catalogs of equipment used to build the following synthetic distribution systems using RNM-US.a) Greensboro (GSO) Synthetic System V0.2b) San Francisco Bay Area (SFO) Synthetic System V0.8The synthetic distribution system has been built using the U.S. Reference Network Model (RNM-US), and it includes the low voltage system, distribution transformers, medium voltage system, primary substations, sub-transmission system and transmission substations.The output synthetic distribution systems are available in the following repositories.[1] “DR POWER.” [Online]. Available: https://egriddata.org/group/national-renewable-energy-laboratory?sort_by=changedf[0]=field_tags:693.[2] “BetterGrids.org: A Standards-based Intelligent Repository for Collaborative Grid Model Management.” [Online]. Available: https://db.bettergrids.org/bettergrids/handle/1001/94.
DOI: 10.21227/x237-e442
title: RNM-US Catalog of equipment

description: This dataset contains the catalogs of equipment used to build the following synthetic distribution systems using RNM-US.a) Greensboro (GSO) Synthetic System V0.2b) San Francisco Bay Area (SFO) Synthetic System V0.8The synthetic distribution system has been built using the U.S. Reference Network Model (RNM-US), and it includes the low voltage system, distribution transformers, medium voltage system, primary substations, sub-transmission system and transmission substations.The output synthetic distribution systems are available in the following repositories.[1] “DR POWER.” [Online]. Available: https://egriddata.org/group/national-renewable-energy-laboratory?sort_by=changedf[0]=field_tags:693.[2] “BetterGrids.org: A Standards-based Intelligent Repository for Collaborative Grid Model Management.” [Online]. Available: https://db.bettergrids.org/bettergrids/handle/1001/94.
DOI: 10.6073/pasta/153b124dca426193be4270515b2950bf
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 8 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-8 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/e52c3e5db5315d96ced034392e99c0cf
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 9 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-9 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: 10.6073/pasta/9446ffe9ce0671194659c9a09f82e12b
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 9 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-9. 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-9 site. This is an ONGOING dataset.
DOI: 10.6073/pasta/b4468ec0d85779d0eaf57da4eeab49a0
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 9 meteorological station: 1-second summary precipitation data: 2017 - ongoing

description: 1-second summary precipitation data at CSIS Block-9 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-9 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: 10.6073/pasta/d0381d1eaf7426b963bd0214e2d100e6
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 9 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-9 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: 10.5281/zenodo.3782256
title: Stereoretention in styrene heterodimerisation promoted by one-electron oxidants

description: This folder contains the optimised geometries (in .xyz format together with the gas-phase energy, E) accompanying the paper title: <strong>Stereoretention in styrene heterodimerisation promoted by one-electron oxidants</strong> Where conformers occur, they are always named from the lowest Gibbs energy to the highest in ascending order from c1, c2, ... This folder has the following structure and they correspond to the raw data in the SI: /0_sm/ --&gt; contains structures for the starting materials /P1/ --&gt; structures for reaction pathway P1 (trans-anethole + trans-beta-methylstyrene) /P2/ --&gt; structures for reaction pathway P2 (trans-anethole + cis-beta-methylstyrene) /rot_TSs/ --&gt; structures for the rotational TS structures connecting pathways P1 and P2
DOI: 10.6073/pasta/1cf6123e7d35accb157414f36e1a0ea7
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 9 meteorological station: 30-minute soil volumetric water content data: 2013 - ongoing

description: 30-minute Soil Moisture data at 10 cm at CSIS Block-9. 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-9 site. This is an ONGOING dataset.