cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17608/k6.auckland.23961801.v2
title: HVN NZ-INDES Metadata Record - The New Zealand Indigo Naturalis Dose-Escalation Study

description: This metadata record and it's attached files make statements about the kinds of data collected as part of this research, and set out policies for governance of that data, now and in the future.<b>Description:</b> This is a single dose open-label dose-escalation pilot study. Following a lead-in period for screening, recruitment, participants will be allocated to a zero-dose control group or different Indigo naturalis dose groups. The study involves a single 24 h intervention period over two study visits. Participants will be self-reported healthy adults (male or female, 18 – 65 years old), which represent the adult general population residing in Wellington, New Zealand. Following informed consent, the first five participants will take capsules containing 2 g of microcrystalline cellulose (zero-dose control group). The next group of five participants will take the lowest dose of Indigo naturalis. If data analysis of the lowest dose shows no detrimental effect on liver function, the next group of 5 individuals will take the next dose (0.5 g) of the herbal medicine and so on. If we find a consistent, significant change in blood AhR activity in plasma and/or PBMCs in this pilot study, we intent to subsequently conduct a follow up study involving administering Indigo naturalis in people with inflammatory conditions, such those associated with obesity, metabolic syndrome, diabetes or liver steatosis.
DOI: 10.17608/k6.auckland.23961801.v1
title: HVN NZ-INDES Metadata Record - The New Zealand Indigo Naturalis Dose-Escalation Study

description: This metadata record and it's attached files make statements about the kinds of data collected as part of this research, and set out policies for governance of that data, now and in the future.<b>Description:</b> This is a single dose open-label dose-escalation pilot study. Following a lead-in period for screening, recruitment, participants will be allocated to a zero-dose control group or different Indigo naturalis dose groups. The study involves a single 24 h intervention period over two study visits. Participants will be self-reported healthy adults (male or female, 18 – 65 years old), which represent the adult general population residing in Wellington, New Zealand. Following informed consent, the first five participants will take capsules containing 2 g of microcrystalline cellulose (zero-dose control group). The next group of five participants will take the lowest dose of Indigo naturalis. If data analysis of the lowest dose shows no detrimental effect on liver function, the next group of 5 individuals will take the next dose (0.5 g) of the herbal medicine and so on. If we find a consistent, significant change in blood AhR activity in plasma and/or PBMCs in this pilot study, we intent to subsequently conduct a follow up study involving administering Indigo naturalis in people with inflammatory conditions, such those associated with obesity, metabolic syndrome, diabetes or liver steatosis.
DOI: 10.5281/zenodo.8342777
title: test

description: test
DOI: 10.5281/zenodo.8342776
title: test

description: test
DOI: 10.5519/qd.zowqj6d8
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (5 records)
DOI: 10.5519/qd.a5m33vm0
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (5 records)
DOI: 10.6084/m9.figshare.21087595
title: Mechanism of herb pair containing Astragali Radix and Spatholobi Caulis in the treatment of myelosuppression based on network pharmacology and experimental investigation

description: Supplementary materials
DOI: 10.6084/m9.figshare.21087595.v2
title: Mechanism of herb pair containing Astragali Radix and Spatholobi Caulis in treatment of myelosuppression based on network pharmacology and experimental investigation

description: Supplementary materials
DOI: 10.57841/casdc.0002193
title: 高性能复合膜的制备技术及脱盐工艺数据集
DOI: 10.57841/casdc.0002195
title: 煤热解废水近零排放示范工程数据集
DOI: 10.25790/bml0cm.148
title: INI32_Orbit_CT-20230912.nii.gz
DOI: 10.5281/zenodo.8299822
title: Cell Health Data Supplementary Files

description: This dataset contains supplementary files related to the <em>cell-health-data</em> repository that were too large to upload on GitHub. Each of these files were saved to and loaded from an external hard drive during Cell Health Data Processing. These files include: single_cell_classification_probabilities/ : Single cell classification probabilities derived with each model trained in phenotypic_profiling_model. Each compressed csv file in single_cell_classification_probabilities/ corresponds to single-cell classifications from a particular plate as derived with a particular model. The model used to derive the probabilities is indicated by the file's parent folders. Each compressed csv file includes the metadata (location and perturbation) and phenotypic class probabilities for each cell in the plate. classification_profiles/ : This folder contains aggregated data known as "classification profiles". These profiles are generated from the single-cell classification probabilities found in the 'single_cell_classification_probabilities/' folder. Specifically, for each model, we find the mean of the single-cell classification probabilities across each perturbation and cell line to create a composite profile. This aggregated data provides a summarized view of cell behavior for each perturbation/cell line combination, as predicted by each model. For more information regarding the generation of this data, please see cell-health-data/4.classify-single-cell-phenotypes.
DOI: 10.5281/zenodo.8299821
title: Cell Health Data Supplementary Files

description: This dataset contains supplementary files related to the <em>cell-health-data</em> repository that were too large to upload on GitHub. Each of these files were saved to and loaded from an external hard drive during Cell Health Data Processing. These files include: single_cell_classification_probabilities/ : Single cell classification probabilities derived with each model trained in phenotypic_profiling_model. Each compressed csv file in single_cell_classification_probabilities/ corresponds to single-cell classifications from a particular plate as derived with a particular model. The model used to derive the probabilities is indicated by the file's parent folders. Each compressed csv file includes the metadata (location and perturbation) and phenotypic class probabilities for each cell in the plate. classification_profiles/ : This folder contains aggregated data known as "classification profiles". These profiles are generated from the single-cell classification probabilities found in the 'single_cell_classification_probabilities/' folder. Specifically, for each model, we find the mean of the single-cell classification probabilities across each perturbation and cell line to create a composite profile. This aggregated data provides a summarized view of cell behavior for each perturbation/cell line combination, as predicted by each model. For more information regarding the generation of this data, please see cell-health-data/4.classify-single-cell-phenotypes.
DOI: 10.6084/m9.figshare.24135714
title: <b>Politeness when native Japanese speakers and Uzbek Japanese learners give warnings about prohibited acts</b><b>: a cross-sectional study</b>

description: This study investigated the tendency of consideration by native Japanese speakers and learners of Japanese.It is not clear what kind of attention people pay based on prohibition signs and what kind of politeness strategies they use.
DOI: 10.6084/m9.figshare.21738650
title: WES identified one compound heterozygous variation in the DYNC2H1(NM_001080463.2) gene, namely exon(64-83)del and c.8190G&gt;T(p.L2730F)

description: A compound heterozygous variation in <em>DYNC2H1</em> gene with 2 variants, exon(64-83)del and c.8190G&gt;T, was identified and confirmed. Consistent with autosomal-recessive segregation, the parents were heterozygous for the identified mutations: the father carried exon(64-83)del, while the mother carried c.8190G&gt;T.
DOI: 10.6084/m9.figshare.21738650.v4
title: WES identified one compound heterozygous variation in the DYNC2H1(NM_001080463.2) gene, namely exon(64-83)del and c.8190G&gt;T(p.L2730F)

description: A compound heterozygous variation in <em>DYNC2H1</em> gene with 2 variants, exon(64-83)del and c.8190G&gt;T, was identified and confirmed. Consistent with autosomal-recessive segregation, the parents were heterozygous for the identified mutations: the father carried exon(64-83)del, while the mother carried c.8190G&gt;T.
DOI: 10.6084/m9.figshare.21738650.v3
title: WES identified one compound heterozygous variation in the DYNC2H1(NM_001080463.2) gene, namely exon(64-83)del and c.8190G&gt;T(p.L2730F)

description: A compound heterozygous variation in <em>DYNC2H1</em> gene with 2 variants, exon(64-83)del and c.8190G&gt;T, was identified and confirmed. Consistent with autosomal-recessive segregation, the parents were heterozygous for the identified mutations: the father carried exon(64-83)del, while the mother carried c.8190G&gt;T.
DOI: 10.6084/m9.figshare.21738068
title: WES identified one compound heterozygous variation in the DYNC2H1(NM_001080463.2) gene, namely c.2386C&gt;T(p.R796W) and c.7289T&gt;C(p.I2430T)

description: WES detected a compound heterozygous variation in the <em>DYNC2H1</em> gene with two variants, c.2386C&gt;T and c.7289T&gt;C. In agreement with autosomal-recessive segregation, the parents were heterozygous for these two variants, respectively: the father carried the heterozygous c.2386C&gt;T variant while the mother carried the c.7289T&gt;C variant.
DOI: 10.6084/m9.figshare.21738068.v5
title: WES identified one compound heterozygous variation in the DYNC2H1(NM_001080463.2) gene, namely c.2386C&gt;T(p.R796W) and c.7289T&gt;C(p.I2430T)

description: WES detected a compound heterozygous variation in the <em>DYNC2H1</em> gene with two variants, c.2386C&gt;T and c.7289T&gt;C. In agreement with autosomal-recessive segregation, the parents were heterozygous for these two variants, respectively: the father carried the heterozygous c.2386C&gt;T variant while the mother carried the c.7289T&gt;C variant.
DOI: 10.6084/m9.figshare.21738068.v4
title: WES identified one compound heterozygous variation in the DYNC2H1(NM_001080463.2) gene, namely c.2386C&gt;T(p.R796W) and c.7289T&gt;C(p.I2430T)

description: WES detected a compound heterozygous variation in the <em>DYNC2H1</em> gene with two variants, c.2386C&gt;T and c.7289T&gt;C. In agreement with autosomal-recessive segregation, the parents were heterozygous for these two variants, respectively: the father carried the heterozygous c.2386C&gt;T variant while the mother carried the c.7289T&gt;C variant.
DOI: 10.5439/1997411
title: Arctic Mixed-Phase Cloud Base Ice Precipitation Properties During the M-PACE Field Campaign

description: Cloud-climate feedbacks are still the greatest source of uncertainty in current climate projections. Arctic clouds, which are predominantly stratiform and supercooled, often long-lived, and nearly-continuously precipitate ice particles, contribute roughly 10% of the uncertainty attributed to the global cloud feedback. This Arctic cloud uncertainty is driven by incomplete observational and theoretical knowledge required to estimate and explain the state and active processes occurring in those clouds. A focus on ice precipitation properties at Arctic cloud base rather than the surface deconfounds the product of cloud condensate sink processes from the influence of the atmospheric thermodynamic state below cloud base, rendering cloud-base properties a more appealing target for inference and evaluation of model simulations. This dataset provides a set of 25 samples from the M-PACE field campaign, all of which were retrieved using the synthesis of ARM radar and lidar measurements. The retrieved ice precipitation variables in this dataset include, among others, the ice number concentration, water content, PSD parameters, precipitation rate, mass-weighted fall velocity, vertical air motion, and effective radius, all of which are highly valuable for model evaluation and a general understanding of polar cloud sink processes. Each variable sample includes its mean value and associated uncertainty. Additional variables based on ARM measurements (liquid layer statistics, etc.) are included in this dataset as well. The retrieval algorithm and analysis of this dataset are described in Silber (JGR, 2023, https://doi.org/10.1029/2022JD038202).
DOI: 10.5439/1999467
title: 15swfanalsirs1long (c1)

description: 15swfanalsirs1long
DOI: 10.5439/1999468
title: siros1dutt (c1)

description: siros1dutt
DOI: 10.5439/1999469
title: 1swfanalsirs1long (c1)

description: 1swfanalsirs1long
DOI: 10.5439/1999470
title: qcrad1long (s2)

description: qcrad1long
DOI: 10.5439/1999471
title: lblch1a (c1)

description: lblch1a
DOI: 10.5439/1999472
title: lblch2 (c1)

description: lblch2
DOI: 10.5439/1999473
title: qmeaerimeans (c1)

description: qmeaerimeans
DOI: 10.5439/1999474
title: qmeaerilbl (c1)

description: qmeaerilbl
DOI: 10.5439/1999475
title: aerilbldiff (c1)

description: aerilbldiff
DOI: 10.5439/1999476
title: 915rwpwind (a0)

description: The radar wind profiler/radio acoustic sounding system (RWP/RASS), available in 915-MHz (for U.S. deployments) and 1290-MHz (for foreign deployments), measures wind profiles and backscattered signal strength between (nominally) 0.1 km and 5 km and virtual temperature profiles between 0.1 km and 2.5 km. However, ARM no longer operates the RASS portion. The RWP transmits electromagnetic energy into the atmosphere in as many as five directions (four tilted in opposing vertical planes and on vertical) and measures the strength and frequency of backscattered energy. Calculation of the Doppler shift of the returned signal allows calculation of the atmospheric wind profile.
DOI: 10.5439/1999477
title: 915rwpwind (a2)

description: The radar wind profiler/radio acoustic sounding system (RWP/RASS), available in 915-MHz (for U.S. deployments) and 1290-MHz (for foreign deployments), measures wind profiles and backscattered signal strength between (nominally) 0.1 km and 5 km and virtual temperature profiles between 0.1 km and 2.5 km. However, ARM no longer operates the RASS portion. The RWP transmits electromagnetic energy into the atmosphere in as many as five directions (four tilted in opposing vertical planes and on vertical) and measures the strength and frequency of backscattered energy. Calculation of the Doppler shift of the returned signal allows calculation of the atmospheric wind profile.
DOI: 10.5439/1999478
title: 915rwpwind (a1)

description: The radar wind profiler/radio acoustic sounding system (RWP/RASS), available in 915-MHz (for U.S. deployments) and 1290-MHz (for foreign deployments), measures wind profiles and backscattered signal strength between (nominally) 0.1 km and 5 km and virtual temperature profiles between 0.1 km and 2.5 km. However, ARM no longer operates the RASS portion. The RWP transmits electromagnetic energy into the atmosphere in as many as five directions (four tilted in opposing vertical planes and on vertical) and measures the strength and frequency of backscattered energy. Calculation of the Doppler shift of the returned signal allows calculation of the atmospheric wind profile.
DOI: 10.5439/1999479
title: 915rwptemp (a2)

description: The radar wind profiler/radio acoustic sounding system (RWP/RASS), available in 915-MHz (for U.S. deployments) and 1290-MHz (for foreign deployments), measures wind profiles and backscattered signal strength between (nominally) 0.1 km and 5 km and virtual temperature profiles between 0.1 km and 2.5 km. However, ARM no longer operates the RASS portion. The RWP transmits electromagnetic energy into the atmosphere in as many as five directions (four tilted in opposing vertical planes and on vertical) and measures the strength and frequency of backscattered energy. Calculation of the Doppler shift of the returned signal allows calculation of the atmospheric wind profile.
DOI: 10.5439/1999480
title: 915rwptemp (a1)

description: The radar wind profiler/radio acoustic sounding system (RWP/RASS), available in 915-MHz (for U.S. deployments) and 1290-MHz (for foreign deployments), measures wind profiles and backscattered signal strength between (nominally) 0.1 km and 5 km and virtual temperature profiles between 0.1 km and 2.5 km. However, ARM no longer operates the RASS portion. The RWP transmits electromagnetic energy into the atmosphere in as many as five directions (four tilted in opposing vertical planes and on vertical) and measures the strength and frequency of backscattered energy. Calculation of the Doppler shift of the returned signal allows calculation of the atmospheric wind profile.
DOI: 10.5439/1999481
title: 915rwptemp (a0)

description: The radar wind profiler/radio acoustic sounding system (RWP/RASS), available in 915-MHz (for U.S. deployments) and 1290-MHz (for foreign deployments), measures wind profiles and backscattered signal strength between (nominally) 0.1 km and 5 km and virtual temperature profiles between 0.1 km and 2.5 km. However, ARM no longer operates the RASS portion. The RWP transmits electromagnetic energy into the atmosphere in as many as five directions (four tilted in opposing vertical planes and on vertical) and measures the strength and frequency of backscattered energy. Calculation of the Doppler shift of the returned signal allows calculation of the atmospheric wind profile.
DOI: 10.5439/1999482
title: qmemwrcol (c1)

description: qmemwrcol
DOI: 10.5439/1999483
title: 5mwravg (c1)

description: 5mwravg
DOI: 10.5439/1999484
title: bsrncalc (c1)

description: bsrncalc
DOI: 10.5439/1999485
title: 15swfanalbrs1long (c1)

description: 15swfanalbrs1long
DOI: 10.5439/1999486
title: 1swfanalbrs1long (c1)

description: 1swfanalbrs1long
DOI: 10.5439/1999488
title: brs1dutt (c1)

description: brs1dutt
DOI: 10.5439/1999489
title: mwrtip (a0)

description: The microwave radiometer (MWR) provides time-series measurements of column-integrated amounts of water vapor and liquid water. The instrument itself is a sensitive microwave receiver that detects the microwave emissions of the vapor and liquid water molecules in the atmosphere at two frequencies: 23.8 and 31.4 GHz. Integrated water vapor and liquid water path are derived from radiance measurements with a statistical retrieval algorithm that uses monthly derived and location-dependent linear regression coefficients.
DOI: 10.5439/1999491
title: mwrlos (a0)

description: The microwave radiometer (MWR) provides time-series measurements of column-integrated amounts of water vapor and liquid water. The instrument itself is a sensitive microwave receiver that detects the microwave emissions of the vapor and liquid water molecules in the atmosphere at two frequencies: 23.8 and 31.4 GHz. Integrated water vapor and liquid water path are derived from radiance measurements with a statistical retrieval algorithm that uses monthly derived and location-dependent linear regression coefficients.
DOI: 10.5439/1999492
title: mwrlos (a1)

description: The microwave radiometer (MWR) provides time-series measurements of column-integrated amounts of water vapor and liquid water. The instrument itself is a sensitive microwave receiver that detects the microwave emissions of the vapor and liquid water molecules in the atmosphere at two frequencies: 23.8 and 31.4 GHz. Integrated water vapor and liquid water path are derived from radiance measurements with a statistical retrieval algorithm that uses monthly derived and location-dependent linear regression coefficients.
DOI: 10.5439/1999493
title: 30twr21x (a1)

description: Three tall towers are installed at ARM sites: a 60-m triangular tower at the Southern Great Plains (SGP) Central Facility (CF), a 21 m walkup scaffolding tower at the SGP Okmulgee forest site (E21), and a 40-m triangular tower at the North Slope of Alaska (NSA) at Barrow. The towers are used for meteorological, radiological, and other measurements. Instrument systems installed on the towers are listed in section 7, Instrument Details, although only the temperature/relative humidity/vapor pressure (T/RH/VP) measurements made on the SGP CF tower are described in detail. Information on measurements made by the other instrument systems on the towers can be found at individual instrument systems web pages.
DOI: 10.5439/1999494
title: 1twr21x (a0)

description: Three tall towers are installed at ARM sites: a 60-m triangular tower at the Southern Great Plains (SGP) Central Facility (CF), a 21 m walkup scaffolding tower at the SGP Okmulgee forest site (E21), and a 40-m triangular tower at the North Slope of Alaska (NSA) at Barrow. The towers are used for meteorological, radiological, and other measurements. Instrument systems installed on the towers are listed in section 7, Instrument Details, although only the temperature/relative humidity/vapor pressure (T/RH/VP) measurements made on the SGP CF tower are described in detail. Information on measurements made by the other instrument systems on the towers can be found at individual instrument systems web pages.
DOI: 10.5439/1999495
title: 30baebbr (s1)

description: 30baebbr
DOI: 10.5439/1999496
title: sonde (a1)

description: The balloon-borne sounding system (SONDE) provides in situ measurements (vertical profiles) of both the thermodynamic state of the atmosphere, and the wind speed and direction. Sonde operations can provide important constraints for model simulations if used during field campaigns where multiple stations are operated around a central location with baseline measurements, such as a mobile facility. When deployed, sondes are launched at scheduled intervals.
DOI: 10.5439/1999497
title: sonde (a0)

description: The balloon-borne sounding system (SONDE) provides in situ measurements (vertical profiles) of both the thermodynamic state of the atmosphere, and the wind speed and direction. Sonde operations can provide important constraints for model simulations if used during field campaigns where multiple stations are operated around a central location with baseline measurements, such as a mobile facility. When deployed, sondes are launched at scheduled intervals.
DOI: 10.5439/1999498
title: 30smos (a1)

description: The surface meteorological observation system (SMOS) mostly uses conventional in situ sensors to obtain 1-minute, 30-minute, and 1440-minute (daily) averages of surface wind speed, wind direction, air temperature, relative humidity (RH), barometric pressure, and precipitation at the Central Facility and many of the extended facilities of ARM's Southern Great Plains (SGP) observatory. The SMOSs are not calibrated as systems. The sensors and the data logger (which includes the analog-to-digital converter, or A/D) are calibrated separately. All systems are installed using components that have a current calibration. SMOSs have not been installed at extended facilities located within about 10 km of existing surface meteorological stations, such as those of the Oklahoma Mesonet. These systems are used to create climatology for each particular location, and to verify the output of numerical weather forecast and other models. They are also used to "ground-truth" other remote-sensing equipment.