cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25919/wnmz-bh77
title: Probabilistic Cover-Basement Interface Map in Carrapateena, South Australia

description: Depth to basement map and associated uncertainty map for the Carrapateena area in South Australia, Australia. This maps were produced using a probabilistic sequential workflow consisting in 1) Bayesian inversion of magnetotelluric data and 2) Bayesian Estimate Fusion of depth to basement estimates coming from magnetotelluric probabilistic models and drill holes.
DOI: 10.25582/data.2021-11.2385658/2139177
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25919/cdb0-wc37
title: National Bushfire Intelligence Capability (NBIC) Stage 1 Collection

description: The National Bushfire Intelligence Capability (NBIC) is providing national awareness for bushfire hazard and risk. It recognises that disaster risk reduction requires an informed shared understanding of bushfire hazard and risk across the disaster Prevent-Prepare-Response-Recovery (PPRR) continuum. The NBIC approach is unique in that it was conceived and is being implemented as an integrated socio-technical system to ensure that data design and relevance is optimised and to support longer-term climate adaptation decision making. NBIC Stage 1 achieved the generation of bushfire behaviour maps that consider future climate over a range of timescales using the best available and readily accessible data. This data collection comprises a set of demonstration outputs that show bushfire hazard severity potential and various layers that are used to calculate it. These include draft input mapping rasters for slope, climate zone, fire weather potential (baseline and projected), steady state maximum fuel loads. The NBIC workflow uses a powerful cloud-based digital platform to enable the rapid co-development, testing and delivery of national extent products. NBIC Stage 2 will build on this work to produce more refined outputs of bushfire hazard, incorporating ongoing advances in data and science to support medium- to long-term decision support needs. Further information about NBIC is available at https://research.csiro.au/nbic/
DOI: 10.25919/d4db-gc71
title: Australian Natural Products database

description: A continuation of the "Phytochemistry of Australian Plants" database compiled by David Collins and Don McGilvery. Contains chemical structures, references, species names, with persistent identifiers to the literature and Atlas of Living Australia (ALA) for geographical distributions. This initial release adds DOIs for ~70% of references, ALA persistent links for ~95% of species, and validated structures (mol, smiles, INChI) for ~70% of structures.
DOI: 10.25582/data.2021-11.2374913/2139178
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25919/w0nw-jt05
title: Parkes Pulsar Timing Array Third Data Release (part 1 of 2)

description: We present the third data release from the Parkes Pulsar Timing Array (PPTA) project. The release contains observations of 32 pulsars obtained using the 64-m Parkes "Murriyang" radio telescope. The data span is up to 18 years with a typical cadence of 3 weeks. This data release is formed by combining an updated version of our second data release with ~sim 3 years of more recent data primarily obtained using an ultra-wide-bandwidth receiver system that operates between 704 and 4032 MHz. We provide calibrated pulse profiles, flux-density dynamic spectra, pulse times of arrival, and initial pulsar timing models. We describe methods for processing such wide-bandwidth observations, and compare this data release with our previous release.
DOI: 10.25582/data.2021-11.2380681/2139179
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25919/23wj-1d69
title: Parkes Pulsar Timing Array Third Data Release (part 2 of 2)

description: We present the third data release from the Parkes Pulsar Timing Array (PPTA) project. The release contains observations of 32 pulsars obtained using the 64-m Parkes "Murriyang" radio telescope. The data span is up to 18 years with a typical cadence of 3 weeks. This data release is formed by combining an updated version of our second data release with ~sim 3 years of more recent data primarily obtained using an ultra-wide-bandwidth receiver system that operates between 704 and 4032 MHz. We provide calibrated pulse profiles, flux-density dynamic spectra, pulse times of arrival, and initial pulsar timing models. We describe methods for processing such wide-bandwidth observations, and compare this data release with our previous release.
DOI: 10.25582/data.2021-11.2382141/2139180
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25582/data.2021-11.2388970/2139181
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25919/axvw-qa43
title: Parkes Pulsar Timing Array Third Data Release (part 2 of 2)

description: We present the third data release from the Parkes Pulsar Timing Array (PPTA) project. The release contains observations of 32 pulsars obtained using the 64-m Parkes "Murriyang" radio telescope. The data span is up to 18 years with a typical cadence of 3 weeks. This data release is formed by combining an updated version of our second data release with ~3 years of more recent data primarily obtained using an ultra-wide-bandwidth receiver system that operates between 704 and 4032 MHz. We provide calibrated pulse profiles, flux-density dynamic spectra, pulse times of arrival, and initial pulsar timing models. We describe methods for processing such wide-bandwidth observations, and compare this data release with our previous release.
DOI: 10.25582/data.2021-11.2388194/2139182
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25919/t1vf-3334
title: Australian Natural Products database

description: A continuation of the "Phytochemistry of Australian Plants" database compiled by David Collins and Don McGilvery. Contains chemical structures, references, species names, with persistent identifiers to the literature and Atlas of Living Australia (ALA) for geographical distributions. This initial release adds DOIs for ~70% of references, ALA persistent links for ~95% of species, and validated structures (mol, smiles, INChI) for ~70% of structures.
DOI: 10.25582/data.2021-11.2388314/2139183
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25919/2f3y-s987
title: Complex multiple introductions drive fall armyworm invasions into Asia and Australia: aligned sequence data for fall armyworm (FAW) Spodoptera frugiperda from Southeast Asia, East Asia

description: Fall armyworm (FAW) Spodoptera frugiperda adults and/or larvae populations sampled from field or as laboratory-maintained cultures. Sequencing data for populations obtained from Southeast Asia (Myanmar, Lao DPR, Vietnam, Malaysia, Philippines), East Asia (South Korea), Pacific/Australia (Papua New Guinea) and Australia (Western Australia, Northern Territory, Queensland, New South Wales)
DOI: 10.25582/data.2021-11.2379043/2139184
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25919/fkme-0b80
title: PolyJet Digital Materials Tensile Characterisation based on ASTM D412

description: In this experimental report, we present results from a series of tensile characterisation tests conducted on 3D printed material samples fabricated on a PolyJet multi-material 3D printer. Soft digital materials with a Shore range from A-30 to A-95 were characterised to ASTM D412 standard. We present a comprehensive analysis on 7 digital material blends, of Shore A values of 30, 40, 50, 60, 70, 85, and 95, to show the Young’s Modulus, Tensile Strength, and Elongation at Break, and present the hyperelastic stress-strain curves of each material. The complete data set has have not been published before, and are intended to assist the research community in the creation of novel soft, functionally graded and multi-material devices across myriad fields including soft robotics and meta-materials. As such, it is publicly available through CSIRO’s Data Access Portal.
DOI: 10.25582/data.2021-11.2380423/2139185
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25919/48gk-k693
title: Australian Natural Products database

description: A continuation of the "Phytochemistry of Australian Plants" database compiled by David Collins and Don McGilvery. Contains chemical structures, references, species names, with persistent identifiers to the literature and Atlas of Living Australia (ALA) for geographical distributions. This initial release adds DOIs for ~70% of references, ALA persistent links for ~95% of species, and validated structures (mol, smiles, INChI) for ~70% of structures.
DOI: 10.25582/data.2021-11.2378269/2139186
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25582/data.2021-11.2377367/2139187
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25919/nnp9-2e21
title: GenCost project data

description: This repository provides data from the GenCost project. The GenCost project is a collaboration between CSIRO and AEMO, together with stakeholder input, to deliver an annual process of updating electricity generation and storage costs. Each report incorporates updated current and future cost estimates and global electricity scenarios.
DOI: 10.25582/data.2021-11.2385132/2139188
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25919/yjjh-ps59
title: Southern Surveyor Voyage SE 01/2008 End of Voyage (EOV) Archive

description: This record describes the End of Voyage (EOV) archive from the Marine National Facility (MNF) RV Southern Surveyor transit voyage SE 01/2008, titled "Swath mapper calibration and CTD wire spooling." The voyage took place from Sydney to Sydney between October 2 and October 3, 2008 (UTC). For further information please refer to the lineage statement and voyage documentation links below. The archive for the SE 01/2008 EOV raw data is curated by the CSIRO National Collections and Marine Infrastructure (NCMI) Information and Data Centre (IDC) in Hobart, with a permanent digital archive at the CSIRO Data Access Portal (DAP, https://data.csiro.au/dap/), providing access to participants and processors of the data collected in the voyage. All voyage documentation is available electronically to MNF support via the local network. Access to voyage documentation for non-CSIRO participants can be made via NCMI_DataLibrarians@csiro.au.
DOI: 10.25582/data.2021-11.2385125/2139189
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25919/0c49-at27
title: Suspended sediment, hydrodynamic, and biogeochemical observations in Fitzroy Estuary - Keppel Bay Region, QLD, 2022-2023; an eReefs sediment dynamics study

description: This dataset compiles all field observations collected as part of a sediment dynamics study in the Fitzroy Estuary - Keppel Bay Region from February 2022 to April 2023. Four voyages were undertaken during the 14-month study to deploy and maintain instrumentation at several fixed stations while also conducting spatial surveys and process measurements. These in-situ observations primarily focus on hydrodynamics, sediment properties and physical-chemical properties, but also include other biogeochemical, bio-optical and meteorological data. Instrumentation, deployment timelines, locations and quality control details are summarized in the “ReadMe” file: Fitz_2022_23_Data_description.pdf, which also includes synoptic figures, tables and images. Additional information is provided in brief reports completed after each voyage, which summarize field activities along with pictures and preliminary visualization of raw data. To accommodate a range of use cases, instrument data are duplicated into two data structures: “byInstrument” and “byLocation”. All timestamps are in local time (AEST), unless otherwise noted. The project was a conducted as part of eReefs Phase 5 (https://research.csiro.au/ereefs/, https://www.ereefs.org.au/) combined with the CSIRO CERC project “Breaking new ground in coastal sediment dynamics: A measurement-to modelling pathway to support blue growth and coastal resilience”. Relevant links and outputs from this data collection will be periodically updated.
DOI: 10.25582/data.2021-11.2383633/2139190
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25919/avrp-1897
title: Global Petrophysical Database

description: The Global Petrophysical Database (GPD) is a global compilation of petrophysical properties for a wide range of rock types, obtained using a variety of in-situ and laboratory measurement techniques. Properties include porosity, density, permeability/hydraulic conductivity, diffusion coefficients, tortuosity, thermal conductivity, specific heat capacity and radiogenic heat production. Mechanical properties are not currently included. The GPD incorporates data from several pre-existing databases (covering more than 600 publications) and more than 50 individual publications. The data can be used and analysed in many ways, such as identifying depth trends or correlations between parameters. The original purpose of this dataset was to provide information to inform site selection and post-closure safety assessments for geological disposal of radioactive waste. However, the data may be useful for a wide range of geoscientific applications, including hydrogeology, mineral exploration, geothermal studies, petroleum geology, CO2 geosequestration, H2 storage and contaminant dispersal studies. The dataset is provided in the form of a spreadsheet and CSV files corresponding to each worksheet.
DOI: 10.25582/data.2021-11.2385172/2139191
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25919/wbkc-b713
title: East Australian Current individual mooring gridded product - daily and 10-20m depth gridded

description: This daily- and depth-gridded product of currents, temperature and salinity (one file per mooring) is produced from individual instrument files collected during six 18-month deployments in the East Australian Current (EAC) off Brisbane, Australia (2012-2022). As described in the 'Lineage' Section, there are two versions of each variable (TEMP, UCUR, VCUR, PSAL) in these files. One has missing data with fill values and the *_FILLED variable has missing data filled using a neural network Self Organising Maps (SOM). The data can be used for time series analysis of individual moorings in the EAC deployments.
DOI: 10.25582/data.2021-11.2384291/2139192
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25582/data.2021-11.2375002/2139193
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25919/5c18-2612
title: Suspended sediment, hydrodynamic, and biogeochemical observations in Fitzroy Estuary - Keppel Bay Region, QLD, 2022-2023; an eReefs sediment dynamics study

description: This dataset compiles all field observations collected as part of a sediment dynamics study in the Fitzroy Estuary - Keppel Bay Region from February 2022 to April 2023. Four voyages were undertaken during the 14-month study to deploy and maintain instrumentation at several fixed stations while also conducting spatial surveys and process measurements. These in-situ observations primarily focus on hydrodynamics, sediment properties and physical-chemical properties, but also include other biogeochemical, bio-optical and meteorological data. Instrumentation, deployment timelines, locations and quality control details are summarized in the “ReadMe” file: Fitz_2022_23_Data_description.pdf, which also includes synoptic figures, tables and images. Additional information is provided in brief reports completed after each voyage, which summarize field activities along with pictures and preliminary visualization of raw data. To accommodate a range of use cases, instrument data are duplicated into two data structures: “byInstrument” and “byLocation”. All timestamps are in local time (AEST), unless otherwise noted. The project was a conducted as part of eReefs Phase 5 (https://research.csiro.au/ereefs/, https://www.ereefs.org.au/) combined with the CSIRO CERC project “Breaking new ground in coastal sediment dynamics: A measurement-to modelling pathway to support blue growth and coastal resilience”. Relevant links and outputs from this data collection will be periodically updated.
DOI: 10.25582/data.2021-11.2377954/2139194
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25919/dz2k-mp94
title: Freeform Digital Design of Bespoke Flow Reactor

description: This collection contains data pertaining to the digital design of flow reactors for continuous flow electrochemical extraction of heavy metal ions (copper) from water. The collections contains simulation results from a combined AI (using evolutionary design) and computational fluid dynamics (using lattice Boltzmann methods) to predict shapes of flow reactors. SEM images of the 3D-Printed designs are included as well as results and images from electrochemical experiments which show improvement in performance of these designs compared to benchmarks.
DOI: 10.25582/data.2021-11.2383558/2139195
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25919/chsj-pd27
title: Suspended sediment, hydrodynamic, and biogeochemical observations in Fitzroy Estuary - Keppel Bay Region, QLD, 2022-2023; an eReefs sediment dynamics study

description: This dataset compiles all field observations collected as part of a sediment dynamics study in the Fitzroy Estuary - Keppel Bay Region from February 2022 to April 2023. Four voyages were undertaken during the 14-month study to deploy and maintain instrumentation at several fixed stations while also conducting spatial surveys and process measurements. These in-situ observations primarily focus on hydrodynamics, sediment properties and physical-chemical properties, but also include other biogeochemical, bio-optical and meteorological data. Instrumentation, deployment timelines, locations and quality control details are summarized in the “ReadMe” file: Fitz_2022_23_Data_description.pdf, which also includes synoptic figures, tables and images. Additional information is provided in brief reports completed after each voyage, which summarize field activities along with pictures and preliminary visualization of raw data. To accommodate a range of use cases, instrument data are duplicated into two data structures: “byInstrument” and “byLocation”. All timestamps are in local time (AEST), unless otherwise noted. The project was a conducted as part of eReefs Phase 5 (https://research.csiro.au/ereefs/, https://www.ereefs.org.au/) combined with the CSIRO CERC project “Breaking new ground in coastal sediment dynamics: A measurement-to modelling pathway to support blue growth and coastal resilience”. Relevant links and outputs from this data collection will be periodically updated.
DOI: 10.25582/data.2021-11.2383644/2139196
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25582/data.2021-11.2381555/2139197
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25919/9895-vw15
title: Genome-enabled analysis of population dynamics and virulence associated loci in the oat crown rust fungus Puccinia coronata f. sp. avenae

description: These are VCF files that represent genomic variation of 182 to 217 Puccinia coronata f. sp. avenae isolates from the US against three genome references. Raw Illumina sequencing reads of 162 US and South African isolates used in this study are available in the NCBI BioProject PRJNA660269. Reads of 62 US isolates used in this study generated by Miller et al., (2020 - https://doi.org/10.25919/k0ze-ya06) are available in the NCBI BioProject PRJNA398546.
DOI: 10.25582/data.2021-11.2385002/2139198
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25919/ka99-xy66
title: Suspended sediment, hydrodynamic, and biogeochemical observations in Fitzroy Estuary - Keppel Bay Region, QLD, 2022-2023; an eReefs sediment dynamics study

description: This dataset compiles all field observations collected as part of a sediment dynamics study in the Fitzroy Estuary - Keppel Bay Region from February 2022 to April 2023. Four voyages were undertaken during the 14-month study to deploy and maintain instrumentation at several fixed stations while also conducting spatial surveys and process measurements. These in-situ observations primarily focus on hydrodynamics, sediment properties and physical-chemical properties, but also include other biogeochemical, bio-optical and meteorological data. Instrumentation, deployment timelines, locations and quality control details are summarized in the “ReadMe” file: Fitz_2022_23_Data_description.pdf, which also includes synoptic figures, tables and images. Additional information is provided in brief reports completed after each voyage, which summarize field activities along with pictures and preliminary visualization of raw data. To accommodate a range of use cases, instrument data are duplicated into two data structures: “byInstrument” and “byLocation”. All timestamps are in local time (AEST), unless otherwise noted. The project was a conducted as part of eReefs Phase 5 (https://research.csiro.au/ereefs/, https://www.ereefs.org.au/) combined with the CSIRO CERC project “Breaking new ground in coastal sediment dynamics: A measurement-to modelling pathway to support blue growth and coastal resilience”. Relevant links and outputs from this data collection will be periodically updated.
DOI: 10.25582/data.2021-11.2378681/2139199
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25582/data.2021-11.2379125/2139200
title: Data for EMSL Project 51287 from November 2021
DOI: 10.25919/0qv1-xq67
title: CSIRO Smouldering Emissions 2022 - Data

description: The data set contains emission factors derived from samples taken of smouldering combustion during hazard reduction fires undertaken in the 2020 and 2021 season in Victoria. This collection contains the final determined emission factors and QC/QA data fields. It also combines historic measurement data produced in 2015 and publishing in 2018 by Reisen et al.
DOI: 10.25919/b77m-8n31
title: Daily 100 m land surface temperature generated through MODIS-Landsat fusion for 12 OzFlux regions across Australia during 2013-2021

description: This collection contains the land surface temperature (LST) data generated through MODIS-Landsat fusion for 12 OzFlux regions across Australia during 2013-2021. The area of each region is 100 × 100 km. The spatial resolution is 100 m and the temporal frequency is daily (around 10:30 am local solar time). This collection also provides the MODIS and Landsat data that were used as inputs into the fusion, as well as an independent LST collection from the ECOsystem Spaceborne Thermal Radiometer Experiment on Space Station (ECOSTRESS) that was employed for cross-comparison.
DOI: 10.25919/cmqs-ht45
title: Database of chemical properties of Australian biomass and waste

description: This project sought to develop a database of fuel and energy characteristics for a range of Australian biomass and wastes to support their use in a range of thermochemical technologies. The database includes biomass sourced from agriculture (wheat straw, cotton trash, sugar cane trash, chicken manure, etc), forestry (mostly woody wastes from different forestry operations including some irrigated by effluent), industrial processing (timber residues, saw dust from timber mills, bagasse from sugar industry, rice hull from rice industry, paper sludge from paper industry, etc) and urban waste (municipal solid waste, green waste and biosolids and sewage from waste water treatment facilities). The database contains relatively simple-to-use information such as proximate analysis, ultimate analysis, calorific value as well as chemical composition of mineral matter to enable project proponents to draw conclusions as to likely plant capacity and annual output. It will be updated and expanded over time as more data are available.
DOI: 10.25582/data.2021-11.2385546/2139201
title: Data for EMSL Project 51287 from November 2021