cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.26186/149172
title: Yathong Magnetic Gradient and Radiometric Survey, NSW, 2023, (P5023), ground elevation geoid grid

description: Digital Elevation data record the terrain height variations from the processed point- or line-located data recorded during a geophysical survey. This Yathong Magnetic Gradient and Radiometric Survey, NSW, 2023, (P5023), ground elevation geoid grid is elevation data for the Yathong airborne magnetic gradient and radiometric survey, 2023. This survey was acquired under the project No. 5023 for the geological survey of NSW. The grid has a cell size of degrees (approximately 40m). This grid contains the ground elevation relative to the geoid for the Yathong airborne magnetic gradient and radiometric survey, 2023. It represents the vertical distance from a location on the Earth's surface to the geoid. The data are given in units of meters. The processed data is checked for quality by GA geophysicists to ensure that the final data released by GA are fit-for-purpose.
DOI: 10.26186/149171
title: Yathong Magnetic Gradient and Radiometric Survey, NSW, 2023, (P5023), Radiometric Line Data - Reduced

description: The radiometric, or gamma-ray spectrometric method, measures the natural variations in the gamma-rays detected near the Earth's surface as the result of the natural radioactive decay of potassium (K), uranium (U) and thorium (Th). The data collected are processed via standard methods to ensure the response recorded is that due only to the rocks in the ground. The results produce datasets that can be interpreted to reveal the geological structure of the sub-surface. The processed data is checked for quality by GA geophysicists to ensure that the final data released by GA are fit-for-purpose.
 This Yathong Magnetic Gradient and Radiometric Survey, NSW, 2023, (P5023), Radiometric Line Data - Reduced were acquired in 2023 by the NSW Government, and consisted of 65504 line-kilometres of data at 200m line spacing and 80m terrain clearance.
DOI: 10.26186/149173
title: Yathong Magnetic Gradient and Radiometric Survey, NSW, 2023, (P5023), Th equivalent ground concentration grid

description: The radiometric, or gamma-ray spectrometric method, measures the natural variations in the gamma-rays detected near the Earth's surface as the result of the natural radioactive decay of potassium (K), uranium (U) and thorium (Th). The data collected are processed via standard methods to ensure the response recorded is that due only to the rocks in the ground. The results produce datasets that can be interpreted to reveal the geological structure of the sub-surface. The processed data is checked for quality by GA geophysicists to ensure that the final data released by GA are fit-for-purpose.
This radiometric thorium grid has a cell size of degrees (approximately 40m) and shows thorium element concentration of the Yathong airborne magnetic gradient and radiometric survey, 2023 in units of parts per million (or ppm). The data used to produce this grid was acquired in 2023 by the NSW Government, and consisted of 65504 line-kilometres of data at 200m line spacing and 80m terrain clearance.
DOI: 10.26186/149161
title: Yathong Magnetic Gradient and Radiometric Survey, NSW, 2023, (P5023), gradient enhanced total magnetic intensity grid

description: TOTAL MAGNETIC INTENSITY
 Total Magnetic Intensity (TMI) data measures variations in the intensity of the Earth's magnetic field, which includes the fields associated with the Earth's core and the magnetism of rocks in the Earth's crust. The data are 'reduced' to highlight those variations caused by the geology in the Earth's crust. TMI data can be used to interpret sub-surface geological structure and has applications in mineral, energy and groundwater studies.

GRADIENT ENHANCED GRID
 The data for this grid were acquired as part of a horizontal magnetic gradient survey, which uses three alkali-vapour magnetometers to measure longitudinal and transverse gradients. These gradients allow for a 'gradient enhanced' grid of the TMI data to be produced with improved near-surface information and reduced noise (such as that arising from diurnal changes in the magnetic field). 

GRID METADATA
 Units: Nanotesla (nT);
 Cell size: 40 m ( degrees);
 Datum: EPSG:7844 
 Processing: Gradient enhanced.

 LINE METADATA
 Line spacing: 200 m;
 Line direction: 90 degrees;
 Total line-kilometres: 65504 km;
 Nominal flying height (above ground level): 80 m;
 Acquisition Start Date: 2023-05-21;
 Acquisition End Date: 2023-09-14;
DOI: 10.26186/149168
title: Yathong Magnetic Gradient and Radiometric Survey, NSW, 2023, (P5023), dose rate - total grid

description: The radiometric, or gamma-ray spectrometric method, measures the natural variations in the gamma-rays detected near the Earth's surface as the result of the natural radioactive decay of potassium (K), uranium (U) and thorium (Th). The data collected are processed via standard methods to ensure the response recorded is that due only to the rocks in the ground. The results produce datasets that can be interpreted to reveal the geological structure of the sub-surface. The processed data is checked for quality by GA geophysicists to ensure that the final data released by GA are fit-for-purpose. The total dose rate is due to natural sources of radiation and is computed by adding estimates of cosmic dose at ground level to the terrestrial dose. The terrestrial dose rate grid is derived as a linear combination of the filtered K, U and Th grids. A low pass filter is applied to this grid to generate the filtered total dose rate grid.
This Yathong Magnetic Gradient and Radiometric Survey, NSW, 2023, (P5023), dose rate - total grid has a cell size of degrees (approximately 40m) and shows the total dose rate of the Yathong airborne magnetic gradient and radiometric survey, 2023 survey. The data used to produce this grid was acquired in 2023 by the NSW Government, and consisted of 65504 line-kilometres of data at 200m line spacing and 80m terrain clearance.
DOI: 10.6084/m9.figshare.25203368
title: GIS and MEDSLIK-II Based Oil Spill Risk Assessment Data for Jiaozhou Bay

description: This dataset encompasses the core analytical components used in the quantitative risk assessment of oil spills along the coastline of Jiaozhou Bay. It includes historical oil spill records, environmental sensitivity indexes (ESI), simulated oil spill trajectories based on the MEDSLIK-II model, and GIS-based shoreline vulnerability mappings. This comprehensive dataset supports the integration of GIS techniques and advanced oil spill modeling to identify high-risk zones, enabling strategic mitigation and preparedness planning in marine and coastal environments.
DOI: 10.6084/m9.figshare.23158593
title: Settlement trajectories of nearly 25,000 forced migrants in New Zealand: longitudinal insights from administrative data

description: Aotearoa New Zealand provides differential settlement support to forced migrants, primarily determined by how they receive protection status – as asylum seekers, refugees, or through other visa pathways. Despite these differences, there is limited quantitative evidence of their settlement outcomes related to work, social welfare, education and housing. In response, this study presents administrative data of adults from refugee backgrounds composed of four distinct subgroups (quota refugee, convention refugee, family reunification, and asylum seeker) to explore their access to these main services post-settlement and ascertain longitudinal income trajectories. Using the Integrated Data Infrastructure (IDI), we identified 24,894 working-age adults from refugee backgrounds who first received refugee recognition, an asylum-seeker visa or a family reunification visa between 1997 and 2020. We describe these cohorts’ demographic and socioeconomic characteristics and access to services by drawing from a range of government and census datasets. We then present a mixed model regression to illustrate the association of longitudinal income with years from arrival and other settlement indicators: controlling for age, gender, and refugee subgroups. Findings show outcome disparities between refugee groups and highlight the policy implications for supporting positive settlement outcomes, particularly emphasising the first five years of settlement.
DOI: 10.6084/m9.figshare.23158593.v1
title: Settlement trajectories of nearly 25,000 forced migrants in New Zealand: longitudinal insights from administrative data

description: Aotearoa New Zealand provides differential settlement support to forced migrants, primarily determined by how they receive protection status – as asylum seekers, refugees, or through other visa pathways. Despite these differences, there is limited quantitative evidence of their settlement outcomes related to work, social welfare, education and housing. In response, this study presents administrative data of adults from refugee backgrounds composed of four distinct subgroups (quota refugee, convention refugee, family reunification, and asylum seeker) to explore their access to these main services post-settlement and ascertain longitudinal income trajectories. Using the Integrated Data Infrastructure (IDI), we identified 24,894 working-age adults from refugee backgrounds who first received refugee recognition, an asylum-seeker visa or a family reunification visa between 1997 and 2020. We describe these cohorts’ demographic and socioeconomic characteristics and access to services by drawing from a range of government and census datasets. We then present a mixed model regression to illustrate the association of longitudinal income with years from arrival and other settlement indicators: controlling for age, gender, and refugee subgroups. Findings show outcome disparities between refugee groups and highlight the policy implications for supporting positive settlement outcomes, particularly emphasising the first five years of settlement.
DOI: 10.6084/m9.figshare.25203242
title: GBM MRI features - tumoral AOI.zip

description: The data is about MRI features extracted from multiparametric MRI for samples located inside the pre-segmented tumoral AOI for each patient. Each file includes 280 features from five MRI contrast images (T1+C, T2, MD, FA, rCBV), which included statistical features and texture features using GLCM and Gabor Filters.<br>
DOI: 10.6084/m9.figshare.25203251
title: GBM MRI features - contralateral AOI.zip

description: The data is about MRI features extracted from multiparametric MRI for samples located inside the pre-segmented contralateral AOI for each patient. Each file includes 280 features from five MRI contrast images (T1+C, T2, MD, FA, rCBV), which included statistical features and texture features using GLCM and Gabor Filters.
DOI: 10.6084/m9.figshare.25203245
title: metadata.csv

description: The file includes 318 image-localized biopsy samples from 74 GBM patients.X, Y, Z: location in the brain.ENH.1.BAT.0: It is identified in the enhancing area or not.T1.window.in.T2..1..or.not..0.: if the sample is within T1 highlight area or not.GenderM.1.F.0.: Male=1; Female=0.Recurrent.1.Primary.0: the recurrent tumor=1; primary tumor=0EGFRAlt, PDGFRAAlt, PTENAlt: altered=1; non-altered=-1<br><br>
DOI: 10.26185/4v3y-b284
title: Images from a pilot search for diffuse, non-thermal radio emission in galaxy clusters with ASKAP

description: Re-processed images and region files used for detecting and measuring diffuse, non-thermal radio emission in galaxy clusters with ASKAP used in the paper “Evolutionary Map of the Universe (EMU): a pilot search for diffuse, non-thermal radio emission in galaxy clusters with the Australian SKA Pathfinder”.

The galaxy clusters targeted are described in Section 2 of the paper, the ASKAP observations and re-imaging strategies are described in Section 3, and the purpose of the region files for source measurements is described in Section 4.2 and 4.3. The original images and visibility datasets are available on the CSIRO ASKAP Science Data Archive.



The files provided for each cluster, where relevant, are:

PSZ2*_collage.pdf: 9-panel figure showing the cluster and the various images available, used for initial detection. An example is shown in Figure 7 of the paper.

PSZ2*_mask.reg: DS9 region file used to mask intervening sources when modelling a radio halo.

PSZ2*_polygon.reg: DS9 region file for integrated flux density measurements.

PSZ2*_sizes.reg: DS9 region file showing the largest extents of the sources.

PSZ2*_r0.0_linmos.fits: Robust 0.0 ASKAP image.

PSZ2*_r0.25_linmos.fits: Robust +0.25 ASKAP image.

PSZ2*_uniform_linmos.fits: Uniform ASKAP image.

PSZ2*_*arcsec_linmos.fits: Robust +0.25 with additional Gaussian taper applied during imaging.

PSZ2*_sub_linmos.fits: Images with compact source subtracted.

PSZ2*_smoothed.fits: XMM-Newton (_xmm) or Chandra (_chandra) image smoothed to 20 arcsec.
DOI: 10.6084/m9.figshare.25139561
title: <b>Chromosome-scale genome assembly of medicinal plant </b><b><i>Tinospora sagittata</i></b><b> (Oliv.) Gagnep.</b>

description: We, herein, report the assembly of a high-quality chromosome-scale genome with both PacBio HiFi and Illumina sequencing technologies.
DOI: 10.34740/kaggle/dsv/7609070
title: Malaysia's Weather Data (1996-Present)
DOI: 10.25919/1an5-va51
title: Parkes pulsar observations with undefined project IDs for 2023OCTS_11

description: Parkes pulsar observations with undefined project IDs for 2023OCTS. This collection contains observations from project ID PX114.
DOI: 10.6084/m9.figshare.25203929.v1
title: I002C_Maternal

description: assembly files
DOI: 10.6084/m9.figshare.25203920
title: Mitochondira

description: assembly files
DOI: 10.6084/m9.figshare.25203920.v1
title: Mitochondira

description: assembly files
DOI: 10.6084/m9.figshare.25203929
title: I002C_Maternal

description: assembly files
DOI: 10.6084/m9.figshare.25203932
title: I002C_Paternal

description: assembly files
DOI: 10.25345/c54j0b79w
title: MassIVE MSV000094064 - Uncovering the Kidney Cortex Injury Proteome in Accelerated Kidney Aging in Non-Human Primates induced by Irradiation uncovered by Deep Proteomic Profiling
title: Our study examines the proteomic landscape of kidney cortex changes in non-human primates (NHPs) following radiation exposure. Radiation exposure may accelerate renal aging processes, a concern relevant to human health. We analyzed kidney cortex samples from 29 NHPs, 7.7 +/- 3.1 years post-irradiation, alongside 9 age-matched, non-irradiated controls using modern LC-MS/MS proteomic profiling. The comparison of irradiated NHPs, categorized by renal function, revealed distinct proteomic patterns. These patterns highlighted increased levels of fibrosis markers such as collagen and fibronectin, alongside markers of cellular senescence and inflammation. Particularly notable was the elevation of senescence-associated secretory phenotype factors in irradiated subjects, intensifying in those with kidney dysfunction. The proteomic shifts observed correspond to systemic inflammation and extracellular matrix remodeling, implicating radiation exposure in maladaptive renal aging. Our findings suggest that radiation-induced damage could lead to accelerated kidney aging, marked by enhanced senescent burden and disruption of proteostasis. Comprehensive proteomic analysis underscores the vital link between radiation exposure and accelerated renal aging, paving the path for novel biomarker discovery and therapeutic strategies. Future studies could explore the therapeutic potential of targeted interventions, such as senolytic or senomorphic treatments, to mitigate radiation-induced renal damage and to combat age-related renal pathologies.
DOI: 10.25934/pr00001111.1
title: Available IPD datapackage for study 'A Phase 3, Multi-Center, Randomized, Double-Blind, Placebo-Controlled, 52-Week Study to Evaluate the Efficacy and Safety of Belimumab (HGS1006) Administered Subcutaneously (SC) to Subjects With Systemic Lupus Erythematosus (SLE)'

description: The purpose of this study is to evaluate the efficacy, safety and tolerability of belimumab administered subcutaneously (SC) to adult subjects with Systemic Lupus Erythematosus (SLE).
DOI: 10.6084/m9.figshare.17708480
title: A High-resolution Multi-model Multi-scenario Precipitation Dataset across India from CMIP6

description: This dataset presents a multi-model multi-scenario gridded (0.25°×0.25°) bias-corrected future projected daily precipitation series across India. Fourteen state-of-the-art CMIP6 GCMs have been used to develop this dataset, after correcting the bias using a recently developed copula-based bias-correction technique by Maity et al. (2019), referred as RMPH method. For each of the models, three scenarios have been used -- Historical, SSP245 and SSP585. Additionally, the conventiinal Quantile Mapping (QM) method is also for comparison, but only over the historical period (1961-2014).
The new bias-corrected precipitation dataset from CMIP6 is particularly useful for the future risk assessment studies, hydrological simulations, formulating extreme events under climate change adaptation and mitigation strategies.
For further details, readers can refer to the following publication:
Sarkar S., S. S Maity, and R. Maity (2023), Precipitation-based Climate Change Hotspots across India through a Multi-model Assessment from CMIP6, Journal of Hydrology, Elsevier, https://doi.org/10.1016/j.jhydrol.2023.129805 <br>
DOI: 10.6084/m9.figshare.21099097
title: Additional file 2 of Investigation of CRS-associated cytokines in CAR-T therapy with meta-GNN and pathway crosstalk

description: Additional file 2. Interactions between cytokines used in the study.
DOI: 10.6084/m9.figshare.21099097.v1
title: Additional file 2 of Investigation of CRS-associated cytokines in CAR-T therapy with meta-GNN and pathway crosstalk

description: Additional file 2. Interactions between cytokines used in the study.
DOI: 10.6084/m9.figshare.21099094
title: Additional file 1 of Investigation of CRS-associated cytokines in CAR-T therapy with meta-GNN and pathway crosstalk

description: Additional file 1. Cytokines used in the study.
DOI: 10.6084/m9.figshare.21099094.v1
title: Additional file 1 of Investigation of CRS-associated cytokines in CAR-T therapy with meta-GNN and pathway crosstalk

description: Additional file 1. Cytokines used in the study.
DOI: 10.6084/m9.figshare.21099148.v1
title: Additional file 7 of Genome-wide identification and characterization of AP2/ERF gene superfamily during flower development in Actinidia eriantha

description: Additional file 7: Table S6. Cis-elements in the promoters of putative AP2/ERF genes in A. eriantha.
DOI: 10.6084/m9.figshare.21099151.v1
title: Additional file 8 of Genome-wide identification and characterization of AP2/ERF gene superfamily during flower development in Actinidia eriantha

description: Additional file 8: Table S7. The results of Ka/Ks calculations of AP2/ERF homologous gene pairs between A. eriantha and A. chinensis.
DOI: 10.6084/m9.figshare.21099133.v1
title: Additional file 2 of Genome-wide identification and characterization of AP2/ERF gene superfamily during flower development in Actinidia eriantha

description: Additional file 2: Table S2. The detailed information of exited AP2 domain in listed AP2/ERF genes in this study.
DOI: 10.6084/m9.figshare.21099148
title: Additional file 7 of Genome-wide identification and characterization of AP2/ERF gene superfamily during flower development in Actinidia eriantha

description: Additional file 7: Table S6. Cis-elements in the promoters of putative AP2/ERF genes in A. eriantha.
DOI: 10.6084/m9.figshare.21099151
title: Additional file 8 of Genome-wide identification and characterization of AP2/ERF gene superfamily during flower development in Actinidia eriantha

description: Additional file 8: Table S7. The results of Ka/Ks calculations of AP2/ERF homologous gene pairs between A. eriantha and A. chinensis.
DOI: 10.6084/m9.figshare.21099121.v1
title: Additional file 10 of Genome-wide identification and characterization of AP2/ERF gene superfamily during flower development in Actinidia eriantha

description: Additional file 10: Table S8. Summary of the raw sequencing data and mapping rate of A. eriantha.
DOI: 10.6084/m9.figshare.21099130
title: Additional file 1 of Genome-wide identification and characterization of AP2/ERF gene superfamily during flower development in Actinidia eriantha

description: Additional file 1: Table S1. The protein sequences and coding sequences of the AP2/ERF gene family in A. eriantha and A. chinensis.
DOI: 10.6084/m9.figshare.21099124.v1
title: Additional file 11 of Genome-wide identification and characterization of AP2/ERF gene superfamily during flower development in Actinidia eriantha

description: Additional file 11: Table S9. The TPM values of different flower developments in RNA-seq of A. eriantha.
DOI: 10.6084/m9.figshare.21099127.v1
title: Additional file 12 of Genome-wide identification and characterization of AP2/ERF gene superfamily during flower development in Actinidia eriantha

description: Additional file 12: Table S10. Primer sequences of AP2/ERF genes in A. eriantha for qRT-PCR.
DOI: 10.6084/m9.figshare.21099136
title: Additional file 3 of Genome-wide identification and characterization of AP2/ERF gene superfamily during flower development in Actinidia eriantha

description: Additional file 3: Table S3. The basic information of AP2/ERF gene family in A. eriantha and A. chinensis.
DOI: 10.6084/m9.figshare.11661999
title: Middle–late permian I-type granitoids from the Diaobingshan region in the northern margin of the North China Craton: insight into southward subduction of the Paleo–Asian Ocean

description: An integrated study of the petrology, zircon U–Pb geochronology, whole–rock geochemistry, and <i>in situ</i> zircon Hf isotopic compositions of middle–late Permian granitoids from the Diaobingshan region in the northern margin of the North China Craton (NCC) has been implemented, with the aim of investigating their geochronological framework, petrogenesis, and tectonic significance. The studied granitoids are widely distributed on the southern side of the Changchun–Yanji suture zone and comprise mainly monzogranite and syenogranite, with minor quartz monzonite. New zircon U–Pb data measured by laser ablation inductively coupled plasma mass spectrometry (LA–ICP–MS) yield emplacement ages of 262–256 Ma, reflecting middle–late Permian magmatism. Geochemically, the rocks contain 60.53–73.33 wt.% SiO<sub>2</sub>, 12.60–18.35 wt.% Al<sub>2</sub>O<sub>3</sub>, 3.50–8.10 wt.% K<sub>2</sub>O, 0.18–0.91 wt.% TiO<sub>2</sub>, and 0.22–1.01 wt.% MgO, and exhibit weakly peraluminous (A/CNK = 0.86–1.01) and high-K calc–alkaline and shoshonitic characteristics, indicating I-type granite affinities. They are also characterized by low Sr and high Yb contents, reflecting low-pressure magma source conditions with residual plagioclase (i.e. amphibolite facies). These granitoids also exhibit geochemical characteristics typical of arc–type magmatic rocks, with enrichment in large ion lithophile elements (LILEs; e.g. Rb, Ba, and K) and light rare earth elements (LREEs), and depletion in high field strength elements (HFSEs; e.g. Nb, Ta, Ti, and P) and heavy rare earth elements (HREEs), indicating that they were formed in a subduction-related setting. Moreover, magmatic zircons from the studied rocks have relatively homogeneous Hf isotopic compositions (ε<sub>Hf</sub>(t) = – 1.4 to +15.1) and corresponding two–stage model (T<sub>DM2</sub>) ages of 1839–348 Ma, indicating that they were generated by partial melting of Paleoproterozoic–Phanerozoic accreted lower crust, with minor contributions of ancient crustal materials. Their geochemical characteristics and specific lithological assemblage, together with the temporal–spatial distribution of Permian granitic magmatism, indicate that the formation of middle–late Permian granitoids in the northern margin of the NCC was related to southward Paleo–Asian oceanic subduction. Data from this and previous studies lead us to favour a double-sided, early–late Permian subduction model, with the Paleo–Asian Ocean closing after the late Permian.