cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25980412
title: New metamorphic constraints on the Nova-Bollinger Ni–Cu deposit, Fraser Zone, Western Australia

description: Metamorphic investigations were conducted using mineral chemistry, phase equilibria modelling and conventional thermobarometry on four metamorphic country rock samples from the Nova-Bollinger Ni–Cu deposit, Western Australia. New <i>P</i>–<i>T</i> constraints obtained from phase equilibria modelling of garnet-bearing granulites and cordierite–sillimanite-bearing metasedimentary rocks indicate that the Nova-Bollinger deposit formed at mid-crustal depths (0.75–0.76 GPa and 880–920 °C), along high thermal gradients around 1200 °C/GPa. Peak metamorphic conditions are consistent with those obtained from the Nova-Bollinger intrusive rocks, and with metagabbros from the southern Fraser Zone, but are slightly elevated relative to metapelites examined in the southern Fraser Zone. The peak metamorphic conditions at Nova-Bollinger reflect the combined effects of regional-scale high<i>-T</i> conditions during orogenesis superimposed by contact metamorphism in a thermal aureole adjacent to the Nova-Bollinger mafic–ultramafic magmas. Thermal metamorphism may have been further enhanced by local heat transfer from intruding sulfide liquid, which pervasively infiltrated country rocks on scales of tens to hundreds of metres beneath the orebodies. This additional heat source may be locally significant, despite being volumetrically limited. Retrograde <i>P</i>–<i>T</i> conditions were determined by garnet–biotite conventional thermobarometry of garnet-core–matrix biotite pairs (0.29–0.45 GPa and 550–640 °C). These <i>P</i>–<i>T</i> conditions suggest that the Nova-Bollinger country rocks cooled along a near-isobaric cooling path and reflect the effects of thermal decay following emplacement of voluminous magmas into the Fraser Zone during Stage I Albany–Fraser Orogeny. We present the first quantitative P–T constraints for host rocks of the intrusion-hosted Nova-Bollinger Ni–Cu deposit in the Fraser Zone, Western Australia. Peak metamorphism at Nova-Bollinger occurred at 0.75–0.76 GPa and 880–920 °C (1200 °C/GPa). GBAQ-GB thermobarometry records re-equilibration conditions at 0.29–0.45 GPa and 550–640 °C, indicating near-isobaric retrograde cooling. Infiltration of sulfide liquids into host country rocks may provide a volumetrically low but significant contribution of heat to high-T metamorphism during formation of orthomagmatic deposits in mid-crustal terranes.
DOI: 10.6084/m9.figshare.25980412.v1
title: New metamorphic constraints on the Nova-Bollinger Ni–Cu deposit, Fraser Zone, Western Australia

description: Metamorphic investigations were conducted using mineral chemistry, phase equilibria modelling and conventional thermobarometry on four metamorphic country rock samples from the Nova-Bollinger Ni–Cu deposit, Western Australia. New <i>P</i>–<i>T</i> constraints obtained from phase equilibria modelling of garnet-bearing granulites and cordierite–sillimanite-bearing metasedimentary rocks indicate that the Nova-Bollinger deposit formed at mid-crustal depths (0.75–0.76 GPa and 880–920 °C), along high thermal gradients around 1200 °C/GPa. Peak metamorphic conditions are consistent with those obtained from the Nova-Bollinger intrusive rocks, and with metagabbros from the southern Fraser Zone, but are slightly elevated relative to metapelites examined in the southern Fraser Zone. The peak metamorphic conditions at Nova-Bollinger reflect the combined effects of regional-scale high<i>-T</i> conditions during orogenesis superimposed by contact metamorphism in a thermal aureole adjacent to the Nova-Bollinger mafic–ultramafic magmas. Thermal metamorphism may have been further enhanced by local heat transfer from intruding sulfide liquid, which pervasively infiltrated country rocks on scales of tens to hundreds of metres beneath the orebodies. This additional heat source may be locally significant, despite being volumetrically limited. Retrograde <i>P</i>–<i>T</i> conditions were determined by garnet–biotite conventional thermobarometry of garnet-core–matrix biotite pairs (0.29–0.45 GPa and 550–640 °C). These <i>P</i>–<i>T</i> conditions suggest that the Nova-Bollinger country rocks cooled along a near-isobaric cooling path and reflect the effects of thermal decay following emplacement of voluminous magmas into the Fraser Zone during Stage I Albany–Fraser Orogeny. We present the first quantitative P–T constraints for host rocks of the intrusion-hosted Nova-Bollinger Ni–Cu deposit in the Fraser Zone, Western Australia. Peak metamorphism at Nova-Bollinger occurred at 0.75–0.76 GPa and 880–920 °C (1200 °C/GPa). GBAQ-GB thermobarometry records re-equilibration conditions at 0.29–0.45 GPa and 550–640 °C, indicating near-isobaric retrograde cooling. Infiltration of sulfide liquids into host country rocks may provide a volumetrically low but significant contribution of heat to high-T metamorphism during formation of orthomagmatic deposits in mid-crustal terranes.
DOI: 10.6084/m9.figshare.26046966
title: 3D modelling of subsurface ancient volcanic successions: a workflow developed during regional reconstructions of the Cowal Igneous Complex in the Ordovician Macquarie Arc of NSW, Australia

description: Mineral deposits are commonly associated with and hosted in volcanic successions. Volcanic facies analysis as applied in mineral exploration is powerful for characterising host stratigraphy to understand volcanological and eruption processes, depositional setting, and tectonic processes before, during and after ore-forming events. However, the specialist experience required in studying ancient, deformed successions impedes the uptake of facies analysis as a routinely applied technique in mineral exploration. This challenge is reflected in the literature with a paucity of examples where 3D models are developed directly from facies analysis and is worth addressing, as stratigraphic approaches are commonly inadequate for understanding and modelling the complexities within ancient volcanic terrains. We address this gap by demonstrating a technique that uses digitised graphic logs to construct correlation charts in a graphics editor to interpret ‘restored’ volcanic successions within fault blocks. This approach is validated with concurrent cross-sections that depict the structural-stratigraphic framework. The work is iteratively revised until the interpretation is internally consistent across both the correlation chart and the cross-section. This technique is presented within a four-phase workflow that guides the reader from initial scoping, through to graphic logging, interpretation of volcanic successions by locality (or fault block) and finally a synthesis and 3D model. This workflow was developed from our experiences in the buried and deformed Ordovician Cowal Igneous Complex that hosts world-class gold deposits that are currently being mined at E42 (open pit) and GRE46 (underground mine). A case study of the Cowal Igneous Complex is presented to demonstrate the value and real-world application of this workflow. Volcanic facies analysis is a powerful tool for the production of 3D models with application to mining and exploration settings. Graphic logging-based techniques and workflows were developed during 3D reconstructions of ancient and buried volcanic successions in the Cowal Igneous Complex of the Ordovician Macquarie Arc of New South Wales.
DOI: 10.6084/m9.figshare.26046966.v1
title: 3D modelling of subsurface ancient volcanic successions: a workflow developed during regional reconstructions of the Cowal Igneous Complex in the Ordovician Macquarie Arc of NSW, Australia

description: Mineral deposits are commonly associated with and hosted in volcanic successions. Volcanic facies analysis as applied in mineral exploration is powerful for characterising host stratigraphy to understand volcanological and eruption processes, depositional setting, and tectonic processes before, during and after ore-forming events. However, the specialist experience required in studying ancient, deformed successions impedes the uptake of facies analysis as a routinely applied technique in mineral exploration. This challenge is reflected in the literature with a paucity of examples where 3D models are developed directly from facies analysis and is worth addressing, as stratigraphic approaches are commonly inadequate for understanding and modelling the complexities within ancient volcanic terrains. We address this gap by demonstrating a technique that uses digitised graphic logs to construct correlation charts in a graphics editor to interpret ‘restored’ volcanic successions within fault blocks. This approach is validated with concurrent cross-sections that depict the structural-stratigraphic framework. The work is iteratively revised until the interpretation is internally consistent across both the correlation chart and the cross-section. This technique is presented within a four-phase workflow that guides the reader from initial scoping, through to graphic logging, interpretation of volcanic successions by locality (or fault block) and finally a synthesis and 3D model. This workflow was developed from our experiences in the buried and deformed Ordovician Cowal Igneous Complex that hosts world-class gold deposits that are currently being mined at E42 (open pit) and GRE46 (underground mine). A case study of the Cowal Igneous Complex is presented to demonstrate the value and real-world application of this workflow. Volcanic facies analysis is a powerful tool for the production of 3D models with application to mining and exploration settings. Graphic logging-based techniques and workflows were developed during 3D reconstructions of ancient and buried volcanic successions in the Cowal Igneous Complex of the Ordovician Macquarie Arc of New South Wales.
DOI: 10.15468/dl.863t7j
title: Occurrence Download

description: A dataset containing 8151 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus palustris Mill."
 ]
}

 The dataset includes 8151 records from 215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000271-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mfnqnt
title: Occurrence Download

description: A dataset containing 1804 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Angelica arguta Nutt. ex Torr. & A.Gray, Angelica arguta Nutt., Angelica arguta var. breweri (A.Gray) DiTomaso, Angelica arguta var. breweri (A.Gray) Di Tomaso)"
 ]
}

 The dataset includes 1804 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000272-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29571152
title: Plant and microbial diversity data in a forest-shrubland ecotone

description: This dataset comprises plant and soil microbial diversity metrics across a forest-shrubland ecotone in the Hengduan Mountains, Southwest China.
DOI: 10.6084/m9.figshare.29571152.v1
title: Plant and microbial diversity data in a forest-shrubland ecotone

description: This dataset comprises plant and soil microbial diversity metrics across a forest-shrubland ecotone in the Hengduan Mountains, Southwest China.
DOI: 10.15468/dl.7yfknw
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xyris melanopoda"
 ]
}

 The dataset includes 65 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016788-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hqzam
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ricinus communis",
 "Country is Lithuania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016789-250711103210423/datasets/export for details.
DOI: 10.15468/dl.y8rt92
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Mecopoda elongata"
 ]
}

 The dataset includes 42 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016790-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bb9cfd
title: Occurrence Download

description: A dataset containing 1285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia mellifera",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 1285 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016786-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12475514
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.15468/dl.66jumm
title: Occurrence Download

description: A dataset containing 582 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Subularia monticola"
 ]
}

 The dataset includes 582 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016791-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15912414
title: UAV Telemetry Dataset with Waypoint Navigation

description: This dataset contains UAV (drone) telemetry data collected during a flight following a predefined mission plan consisting of five waypoints at a constant altitude of 30 meters. Each data point includes geographic coordinates (latitude and longitude), altitude, battery percentage, gimbal angles (pitch, yaw, roll), waypoint index, and the drone’s heading.

The data collection forms part of research activities conducted at the University of the West of Scotland.
DOI: 10.5281/zenodo.15912415
title: UAV Telemetry Dataset with Waypoint Navigation

description: This dataset contains UAV (drone) telemetry data collected during a flight following a predefined mission plan consisting of five waypoints at a constant altitude of 30 meters. Each data point includes geographic coordinates (latitude and longitude), altitude, battery percentage, gimbal angles (pitch, yaw, roll), waypoint index, and the drone’s heading.

The data collection forms part of research activities conducted at the University of the West of Scotland.
DOI: 10.15468/dl.6wdnzx
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oreophyton falcatum"
 ]
}

 The dataset includes 229 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016793-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15705672
title: Fluorescence Intensity Data from HEK293 Ca²⁺ Spike Trains

description: This dataset contains fluorescence intensity time series extracted from regions of interest (ROIs) of time-lapse microscopy recordings of Ca²⁺ signalling in HEK293 cells.The data was extracted using Time Measure tool in NIS element (version 5.21.03). Acquisition intervals (ND.T) of 1 s - 4 s. 

Stimulation per experiment: 

CChCB_2024_03_07_E1.txt / CChCB_2024_03_12_E1.txt / CChCB_2024_03_14_E2.txt / CChCB_2024_03_19_E1.txt

t = 600 s - 5400 s , CCh 5 µM 

t = 5400 s - 8400 s , CCh 10 µM

t = 8400 s - end , CCh 15 µM

-----------------------------------------------------------------------------------------------

CChCB_2024_03_28_E1.txt

t = 600 s - 1200 s , CCh 5 µM 

t = 1200 s - end , CCh 30 µM

-----------------------------------------------------------------------------------------------

CChCB_2024_04_03_E1.txt / CChCB_2024_04_03_E2.txt / CChCB_2024_04_03_E3.txt

t = 300 s - 1020 s , CCh 5 µM 

t = 1020 s - end , CCh 30 µM

-----------------------------------------------------------------------------------------------

CChCB_2024_06_05_E1.txt

t = 600 s - end , CCh 30 µM

-----------------------------------------------------------------------------------------------

CChCB_2024_07_11_E1.txt / CChCB_2024_07_18_E1.txt / CChCB_2024_08_08_E1.txt / CChCB_2024_08_08_E2.txt / CChCB_2024_08_09_E1.txt / CChCB_2024_08_09_E2.txt / CChCB_2024_08_09_E3.txt

t = 900 s - end , CCh 15 µM

-----------------------------------------------------------------------------------------------

CChCB_2024_08_21_E1.txt / CChCB_2024_08_22_E1.txt / CChCB_2024_08_22_E2.txt / CChCB_2024_08_23_E1.txt / CChCB_2024_08_23_E2.txt

t = 900 s - end , CCh 3 µM

-----------------------------------------------------------------------------------------------

CChCB_2024_09_17_E1.txt / CChCB_2024_09_24_E1.txt

t = 600 s - end , CCh 5 µM
DOI: 10.5281/zenodo.15705673
title: Fluorescence Intensity Data from HEK293 Ca²⁺ Spike Trains

description: This dataset contains fluorescence intensity time series extracted from regions of interest (ROIs) of time-lapse microscopy recordings of Ca²⁺ signalling in HEK293 cells.The data was extracted using Time Measure tool in NIS element (version 5.21.03). Acquisition intervals (ND.T) of 1 s - 4 s. 

Stimulation per experiment: 

CChCB_2024_03_07_E1.txt / CChCB_2024_03_12_E1.txt / CChCB_2024_03_14_E2.txt / CChCB_2024_03_19_E1.txt

t = 600 s - 5400 s , CCh 5 µM 

t = 5400 s - 8400 s , CCh 10 µM

t = 8400 s - end , CCh 15 µM

-----------------------------------------------------------------------------------------------

CChCB_2024_03_28_E1.txt

t = 600 s - 1200 s , CCh 5 µM 

t = 1200 s - end , CCh 30 µM

-----------------------------------------------------------------------------------------------

CChCB_2024_04_03_E1.txt / CChCB_2024_04_03_E2.txt / CChCB_2024_04_03_E3.txt

t = 300 s - 1020 s , CCh 5 µM 

t = 1020 s - end , CCh 30 µM

-----------------------------------------------------------------------------------------------

CChCB_2024_06_05_E1.txt

t = 600 s - end , CCh 30 µM

-----------------------------------------------------------------------------------------------

CChCB_2024_07_11_E1.txt / CChCB_2024_07_18_E1.txt / CChCB_2024_08_08_E1.txt / CChCB_2024_08_08_E2.txt / CChCB_2024_08_09_E1.txt / CChCB_2024_08_09_E2.txt / CChCB_2024_08_09_E3.txt

t = 900 s - end , CCh 15 µM

-----------------------------------------------------------------------------------------------

CChCB_2024_08_21_E1.txt / CChCB_2024_08_22_E1.txt / CChCB_2024_08_22_E2.txt / CChCB_2024_08_23_E1.txt / CChCB_2024_08_23_E2.txt

t = 900 s - end , CCh 3 µM

-----------------------------------------------------------------------------------------------

CChCB_2024_09_17_E1.txt / CChCB_2024_09_24_E1.txt

t = 600 s - end , CCh 5 µM
DOI: 10.5281/zenodo.15912724
title: Data tables and fact sheets on RE- and SEE- Criteria found in standards, certificates, labels, and legislation

description: These files contain harmonized and standardized raw date on international standards, certificates, labels and legislation that can be used for the definition of RE-Criteria and SEE-Criteria. 

These terms refer to assessment methodologies for a product's circularity (RE) and or socio economic and environmental impact (SEE).

The table contains the same data as the fact sheets. The table and its filtering functions can be used to identify documents of interest and then switch to the respective fact sheets for in depth comparison. The fact sheets are not a replacement for reading the actual document but are intended to make it easier for stakeholders to identify documents of relevance based on product group, RE-Strategy, Impact category and other parameters of interest.
DOI: 10.15468/dl.hfyp37
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gobio aestivalis"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016795-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qa4era
title: Occurrence Download

description: A dataset containing 722 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macairea pachyphylla"
 ]
}

 The dataset includes 722 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016794-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47puvn
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ricinus communis",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 66 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016799-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15912723
title: Dataset for manuscript "Regional variability of aerosol impacts on clouds and radiation in global kilometer-scale simulations"

description: This dataset includes two Jupyterlab book python script and a folder of compressed data. (latest version includes updated script to fix mising variable)

Due to the size of the dataset we are unable to include the raw simulation output but have instead inluded all datasets required to plot the figures.

The python script "original_analysis_script.ipynb" contains the code that was used to perform the analysis on the outputs from the simulations. This is not intended for public use.

The python script "figure_plotting_scripts.ipynb" is a cut-down verison of the original code that can be used to plot the figures as presented in the manuscript. All neccessary data to achieve this can be found in the compressed folder "data_arrays". 

The scripts will run on Jupyterlab book. Providing the user has the neccessary python modules available the plotting script can be run by amending the paths for the figure outout directory and the uncompressed "data_arrays" directory. These paths can be found at the top of the script.
DOI: 10.6084/m9.figshare.29571236
title: Optimal moisture vs. wet sieving data

description: we systematically evaluated the performance of optimal moisture sieving, a method that maintains soil moisture levels close to field conditions, in comparison to traditional wet sieving. Using Luvisol soils from cropland and grassland under contrasting textures (sandy and loamy), we assessed total and available C and N pools, extracellular enzyme activities (chitinase and peroxidase), microbial respiration, and a soil quality index across aggregate fractions.
DOI: 10.6084/m9.figshare.29571236.v1
title: Optimal moisture vs. wet sieving data

description: we systematically evaluated the performance of optimal moisture sieving, a method that maintains soil moisture levels close to field conditions, in comparison to traditional wet sieving. Using Luvisol soils from cropland and grassland under contrasting textures (sandy and loamy), we assessed total and available C and N pools, extracellular enzyme activities (chitinase and peroxidase), microbial respiration, and a soil quality index across aggregate fractions.