cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2b4sx8
title: Occurrence Download

description: A dataset containing 186 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Avellara fistulosa (Brot.) Blanca & C.Díaz"
 ]
}

 The dataset includes 186 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054382-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t7byjg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ptereleotridae, Ptereleotridae, 210218213, 212282590, Ptereleotridae, Ptereleotridae, Ptereleotridae, Ptereleotridae, 161441723, Ptereleotridae, Ptereleotridae, Ptereleotridae, Ptereleotridae, Ptereleotridae, 197295526, Ptereleotridae, Ptereleotridae, Ptereleotridae, Ptereleotridae, Ptereleotridae, Ptereleotridae, Ptereleotridae, Ptereleotridae Bleeker, 1875, Ptereleotridae Bleeker 1874, Gobiidae G.Cuvier, 1816)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((109.5 20.15,117.25 20.15,117.25 24,109.5 24,109.5 20.15))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054383-241126133413365/datasets/export for details.
DOI: 10.15468/dl.aa83w7
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((113.05204 38.87512,137.00477 38.87512,137.00477 53.46583,113.05204 53.46583,113.05204 38.87512))",
 "TaxonKey is Cunninghamia lanceolata (Lamb.) Hook."
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054384-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2y4fnk
title: Occurrence Download

description: A dataset containing 100875 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Amaranthus retroflexus L."
 ]
}

 The dataset includes 100875 records from 1108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054368-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive161031.20251217.10
title: <i>Eggerthella</i> <i>lenta</i> (Eggerth 1935) Wade <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161032.20241212.9.2
title: <i>Eggerthella</i> <i>lenta</i> (Eggerth 1935) Wade <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161032.20251217.10
title: <i>Eggerthella</i> <i>lenta</i> (Eggerth 1935) Wade <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161033.20241212.9.2
title: <i>Eggerthella</i> <i>lenta</i> (Eggerth 1935) Wade <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.5281/zenodo.18082502
title: Social Graph Inference Reddit

description: we construct a large-scale, empirically grounded dataset from Reddit to support the development and evaluation of agent-based social simulations. The dataset includes 33, technology-focused, 14 climate-focused, and 7 COVID-related agents, each domain encompassing over (one million posts and comments ). Using publicly available posts and comments, we define agent categories based on content and interaction patterns, derive inter-agent relationships from temporal commenting behaviors, and build a directed, weighted network that reflects empirically observed user connections. The resulting dataset enables researchers to calibrate and benchmark agent behavior, network structure, and information diffusion processes against real social dynamics. Quantitative and qualitative analysis reveal distinctive patterns in user connectivity, engagement life cycles, and triadic closure growth, illustrating the potential of Reddit-derived interaction networks for realistic social simulation.
DOI: 10.13145/bacdive161033.20251217.10
title: <i>Eggerthella</i> <i>lenta</i> (Eggerth 1935) Wade <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.5281/zenodo.18082501
title: Social Graph Inference Reddit

description: we construct a large-scale, empirically grounded dataset from Reddit to support the development and evaluation of agent-based social simulations. The dataset includes 33, technology-focused, 14 climate-focused, and 7 COVID-related agents, each domain encompassing over (one million posts and comments ). Using publicly available posts and comments, we define agent categories based on content and interaction patterns, derive inter-agent relationships from temporal commenting behaviors, and build a directed, weighted network that reflects empirically observed user connections. The resulting dataset enables researchers to calibrate and benchmark agent behavior, network structure, and information diffusion processes against real social dynamics. Quantitative and qualitative analysis reveal distinctive patterns in user connectivity, engagement life cycles, and triadic closure growth, illustrating the potential of Reddit-derived interaction networks for realistic social simulation.
DOI: 10.13145/bacdive161034.20241212.9.2
title: <i>Eggerthella</i> <i>lenta</i> (Eggerth 1935) Wade <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161034.20251217.10
title: <i>Eggerthella</i> <i>lenta</i> (Eggerth 1935) Wade <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161035.20241212.9.2
title: <i>Eggerthella</i> <i>lenta</i> (Eggerth 1935) Wade <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161035.20251217.10
title: <i>Eggerthella</i> <i>lenta</i> (Eggerth 1935) Wade <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161036.20250331.9.3
title: <i>Eggerthella</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161036.20251217.10
title: <i>Eggerthella</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161037.20241212.9.2
title: <i>Eggerthella</i> <i>lenta</i> (Eggerth 1935) Wade <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161037.20251217.10
title: <i>Eggerthella</i> <i>lenta</i> (Eggerth 1935) Wade <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161038.20241212.9.2
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161038.20251217.10
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161039.20241212.9.2
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161039.20251217.10
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161040.20241212.9.2
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161040.20251217.10
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161041.20241212.9.2
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161041.20251217.10
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161042.20241212.9.2
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161042.20251217.10
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161043.20241212.9.2
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.6084/m9.figshare.30128642
title: EU climate futures: estimating harvested wood product carbon stocks under forest sector shared socioeconomic pathways in northern and alpine Europe

description: This study examines the carbon stocks dynamics of harvested wood products (HWPs) and their implications for European forest-based climate mitigation strategies, focusing on Northern and Alpine regions. The sawnwood market share in these regions has undergone structural changes in recent decades, which was overlooked by previous research on future trajectories of HWP carbon stocks. To address this gap, our study employs a method that effectively controls for such shifts and identifies key predictors influencing HWP carbon stock dynamics. Using a combination of least absolute shrinkage and selection operator (LASSO) and panel model analysis with time-fixed effects, we consistently found GDP, timber output, and economic openness to exert significant positive impacts on the production of all HWP categories studied (sawnwood, wood-based panels, and paper and paperboard). In contrast to earlier findings, our projections suggest that, without additional policies, HWP carbon stocks are likely to shift from being carbon sinks to sources by 2050. We conclude that achieving substantial climate change mitigation through the forest-based sector demands policy interventions to foster new applications for assortments predominantly used in short-lived products (e.g., paper and paperboard), and measures to extend the average product half-life through reconfiguring the forest-based sector.
DOI: 10.6084/m9.figshare.30128642.v1
title: EU climate futures: estimating harvested wood product carbon stocks under forest sector shared socioeconomic pathways in northern and alpine Europe

description: This study examines the carbon stocks dynamics of harvested wood products (HWPs) and their implications for European forest-based climate mitigation strategies, focusing on Northern and Alpine regions. The sawnwood market share in these regions has undergone structural changes in recent decades, which was overlooked by previous research on future trajectories of HWP carbon stocks. To address this gap, our study employs a method that effectively controls for such shifts and identifies key predictors influencing HWP carbon stock dynamics. Using a combination of least absolute shrinkage and selection operator (LASSO) and panel model analysis with time-fixed effects, we consistently found GDP, timber output, and economic openness to exert significant positive impacts on the production of all HWP categories studied (sawnwood, wood-based panels, and paper and paperboard). In contrast to earlier findings, our projections suggest that, without additional policies, HWP carbon stocks are likely to shift from being carbon sinks to sources by 2050. We conclude that achieving substantial climate change mitigation through the forest-based sector demands policy interventions to foster new applications for assortments predominantly used in short-lived products (e.g., paper and paperboard), and measures to extend the average product half-life through reconfiguring the forest-based sector.
DOI: 10.13145/bacdive161043.20251217.10
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161044.20241212.9.2
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.6084/m9.figshare.28113662
title: Using process-based life cycle assessment to help companies identify emission reduction potentials in their value chain: a case study in the petroleum industry

description: Increased reporting of scope 3 emissions generated from corporations’ supply chains has not yet been accompanied by significant emission reductions. Unsystematic and non-comparable assessments of scope 3 emissions limit the companies’ ability to act on reported results. There is a need for minimizing inconsistency, boundary incompleteness, and activity exclusion in scope 3 accounting. Process-based life cycle assessment (pLCA) proposes a framework for systematic, in-depth process-level analysis which may strengthen scope 3 inventory boundary setting and activity prioritization. This article bases its discussion around the role and application of pLCA in upstream scope 3 emissions accounting on an existing case study carried out for a larger drilling corporation represented within the petroleum sector. The application of pLCA methodologies for upstream scope 3 accounting demonstrates a large variance in the outlined inventory boundary compared to what current sector-specific guidelines entail. Compared with currently reported sector-specific relevance of scope 3 categories, the GHG emissions magnitude in the pLCA show a disproportionate impact in the categories ‘Purchased Goods and Services’ and ‘Capital Goods’. This indicates a potential risk of underestimating upstream scope 3 categories within the petroleum sector, while underpinning the need for granularity in scope 3 accounting guidelines. Moreover, the study exemplifies a factor four difference in the results between using a spend-based approach and pLCA for purchased goods and services, indicating that the accounting accuracy depends significantly on the GHG emission calculation method. Finally, a set of recommendations are provided towards the GHG Protocol Scope 3 Standard, advocating for less flexibility in the criteria for identifying relevant scope 3 activities on par with size; consistency in using process-based calculation models; and the adherence to sectorial inventory boundary setting and activity prioritization.
DOI: 10.6084/m9.figshare.28113662.v1
title: Using process-based life cycle assessment to help companies identify emission reduction potentials in their value chain: a case study in the petroleum industry

description: Increased reporting of scope 3 emissions generated from corporations’ supply chains has not yet been accompanied by significant emission reductions. Unsystematic and non-comparable assessments of scope 3 emissions limit the companies’ ability to act on reported results. There is a need for minimizing inconsistency, boundary incompleteness, and activity exclusion in scope 3 accounting. Process-based life cycle assessment (pLCA) proposes a framework for systematic, in-depth process-level analysis which may strengthen scope 3 inventory boundary setting and activity prioritization. This article bases its discussion around the role and application of pLCA in upstream scope 3 emissions accounting on an existing case study carried out for a larger drilling corporation represented within the petroleum sector. The application of pLCA methodologies for upstream scope 3 accounting demonstrates a large variance in the outlined inventory boundary compared to what current sector-specific guidelines entail. Compared with currently reported sector-specific relevance of scope 3 categories, the GHG emissions magnitude in the pLCA show a disproportionate impact in the categories ‘Purchased Goods and Services’ and ‘Capital Goods’. This indicates a potential risk of underestimating upstream scope 3 categories within the petroleum sector, while underpinning the need for granularity in scope 3 accounting guidelines. Moreover, the study exemplifies a factor four difference in the results between using a spend-based approach and pLCA for purchased goods and services, indicating that the accounting accuracy depends significantly on the GHG emission calculation method. Finally, a set of recommendations are provided towards the GHG Protocol Scope 3 Standard, advocating for less flexibility in the criteria for identifying relevant scope 3 activities on par with size; consistency in using process-based calculation models; and the adherence to sectorial inventory boundary setting and activity prioritization.
DOI: 10.13145/bacdive161044.20251217.10
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161045.20241212.9.2
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161045.20251217.10
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161046.20241212.9.2
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161046.20251217.10
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161047.20241212.9.2
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161047.20251217.10
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161048.20241212.9.2
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161048.20251217.10
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161049.20241212.9.2
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161049.20251217.10
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161050.20241212.9.2
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161050.20251217.10
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161051.20241212.9.2
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161051.20251217.10
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive161052.20241212.9.2
title: <i>Collinsella</i> <i>aerofaciens</i> (Eggerth 1935) Kageyama <i>et al.</i> 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.