cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.24377/ljmu.d.00000251
title: 5G High Density Demand (HDD) Dataset in Liverpool City Region, UK (Supplement)

description: The wireless network data are a feasible way to understand the user behaviour in a given environment and may be utilized for analysis, prediction and optimization. On the other hand, datasets from wireless service providers are not publicly available, and obtaining a dataset in real time is challenging. In this work, we present a software/tool to generate a 5G dense deployment dataset obtained from the Liverpool City Region High Density Demand (LCR HDD) project. The project involves network deployment and assessment at Salt Tar and the ACC Arena event venues located in the city of Liverpool. Digital twin technology is considered to generate the realistic user positions, which is inputted to a system-level simulator for data modelling and analysis. The package consists of (i) a digital twin user interface developed by CGA, (ii) guidelines to configure the Vienna 5G system-level simulator, and (iii)a MATLAB script to extract the result. The package presented is utilized to collect a dataset that is publicly available at the LJMU repository (https://opendata.ljmu.ac.uk/id/eprint/236/).
description: Digital twin model and Matlab based simulator
DOI: 10.15468/p5zhke
title: Found Animal Survey Germany, Tierfund-Kataster Deutschland (TFK-D)

description: The citizen science project Tierfund-Kataster systematically records wildlife-vehicle collisions and other incidents involving deceased animals using standardized and georeferenced data, submitted via a smartphone app or web platform. The primary goal is to identify hotspots of wildlife accidents and to develop long-term mitigation strategies. Furthermore, the collected data supports the detection and containment of animal diseases, such as African Swine Fever, and contributes to research on causes of wildlife mortality related to fencing, wind turbines, and railway infrastructure. The Federal State Hunting Association of Schleswig-Holstein and Kiel University initiated the prototype in 2011. In 2016, the German Hunting Association expanded the project to cover the entire country. On GBIF, the following species from the Tierfund-Kataster are represented: cervids, badgers, foxes, raccoons and raccoon dogs, squirrels, hedgehogs, and pheasants.
DOI: 10.15468/dl.jx9mf4
title: Occurrence Download

description: A dataset containing 617 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dickeya chrysanthemi"
 ]
}

 The dataset includes 617 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006526-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57761/x0z3-cy24
title: Item Response Warehouse 2
DOI: 10.6084/m9.figshare.28098258
title: How integration of socio-ecological data can shape regional environmental management decisions: an example from Australia

description: In this article, we explore how sensitive recommendations that guide transferability of environmental management solutions are to the type of data used. Working with an integrated Australian data set containing over 200 variables, we use clustering techniques to identify similar regions. We find that variables that drive cluster membership come from all three data domains: biophysical (climate, extreme events, type of vegetation, community and species richness, habitat condition), social (political orientation, personal, household, economic characteristics, built infrastructure, Indigenous governance, land tenure) and interactions (adaptive capacity, disaster resilience, land use, grant value and ecosystem services). We demonstrate that regions cluster differently when only biophysical or only interaction or only social data are used in the analysis. We therefore argue that policy-makers need to be clear about what their policy seeks to achieve and by which mechanisms, before exploring data to find regions to where the policy can successfully be transferred. To use information that only describes one part of the interconnected system is to risk overlooking or misunderstanding other parts of it. Policy makers require information about social and ecological systems and about interactions between systems in order to better understand, analyse and take action to improve the state of environment.
DOI: 10.6084/m9.figshare.28098258.v1
title: How integration of socio-ecological data can shape regional environmental management decisions: an example from Australia

description: In this article, we explore how sensitive recommendations that guide transferability of environmental management solutions are to the type of data used. Working with an integrated Australian data set containing over 200 variables, we use clustering techniques to identify similar regions. We find that variables that drive cluster membership come from all three data domains: biophysical (climate, extreme events, type of vegetation, community and species richness, habitat condition), social (political orientation, personal, household, economic characteristics, built infrastructure, Indigenous governance, land tenure) and interactions (adaptive capacity, disaster resilience, land use, grant value and ecosystem services). We demonstrate that regions cluster differently when only biophysical or only interaction or only social data are used in the analysis. We therefore argue that policy-makers need to be clear about what their policy seeks to achieve and by which mechanisms, before exploring data to find regions to where the policy can successfully be transferred. To use information that only describes one part of the interconnected system is to risk overlooking or misunderstanding other parts of it. Policy makers require information about social and ecological systems and about interactions between systems in order to better understand, analyse and take action to improve the state of environment.
DOI: 10.15468/dl.byaght
title: Occurrence Download

description: A dataset containing 202 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Platycarya longipes"
 ]
}

 The dataset includes 202 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006527-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcwbm7
title: Occurrence Download

description: A dataset containing 677 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhododendron nivale"
 ]
}

 The dataset includes 677 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006528-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3aauu2
title: Occurrence Download

description: A dataset containing 652 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calophysus macropterus"
 ]
}

 The dataset includes 652 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006530-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/qw5fkg
title: Coastal Ecosystem Monitoring in the Tsugaru strait side of Shimokita

description: Marine biological samples collected by participants in Citizen Monitoring Program held by Mutsu Institute for Oceanography, JAMSTEC at Chijiri-hama, Mutsu city, Aomori pref.
DOI: 10.11588/data/5g4p3g
title: Nano-FFA: Ink Formulation and Process Optimization in Multiphoton 3D Laser Printing Using Full Factorial Analysis [data]

description: Multiphoton 3D laser printing (MPLP) offers a unique combination of sub-micron resolution, geometrical freedom, and property variability. While this technique opens an extensive parameter space to develop new materials, it poses a significant challenge to disentangle and optimize the interrelated effects of chemical composition, process parameters, and resulting material properties. In this context, data analysis through full factorial analysis (FFA) can serve as a crucial tool for the systematic examination of how multiple factors interact and influence the final material properties of 3D printed microstructures, resulting in the identification of key parameters. In this work we propose a three-step approach, called ‘nano-FFA’, that involves: (1) evaluation of the printability of selected inks via scanning electron microscopy (SEM); (2) characterization of 3D printed structures using nanoindentation and vibrational spectroscopy; and (3) identification of interactions between ink formulation and printing parameters via FFA. Three scenarios have been investigated using the three-step nano-FFA approach: Scenario I focuses on the effect of the photoinitiator concentration. Scenario II examines the influence of different photoinitiator species and Scenario III evaluates the effect of the crosslinker. Across all scenarios, a significant interaction is observed between ink composition—i.e. photoinitiator concentration, photoinitiator type, and crosslinker—and the laser power (LP) printing parameter. This finding demonstrates that the properties of the final structures can be tailored by precisely selecting these two factors. The results of this study highlight the value of integrating statistical data analysis methods, such as FFA, into 3D printing material optimization toolboxes. Implementation of this new nano-FFA approach can provide a practical method for streamlining ink formulation and process optimization in MPLP, allowing rational ink development over a wide range of applications.
DOI: 10.15468/dl.xux6qn
title: Occurrence Download

description: A dataset listing the 7 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-70.8883 42.52178,-70.88748 42.52025,-70.88659 42.52035,-70.88404 42.51652,-70.88349 42.51664,-70.88618 42.52042,-70.88561 42.52079,-70.88668 42.52236,-70.8883 42.52178))",
 "HasGeospatialIssue is false",
 "Month is one of (October, November)",
 "OccurrenceStatus is Present",
 "TaxonKey is Laridae"
 ]
}

 The dataset's 7 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006517-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xymfyj
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "Geometry POLYGON((-1.3009 47.06199,-2.05746 46.97074,-2.14366 46.84315,-1.77972 46.49154,-1.22902 46.26689,-0.77566 46.33881,-0.69714 46.42204,-0.6453 46.55758,-0.66875 46.68242,-0.83042 46.89731,-0.91363 46.99653,-1.09325 47.08572,-1.3009 47.06199))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Salmo trutta"
 ]
}

 The dataset includes 62 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006531-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57906/mk7j-xa53
title: Short Term Employment Survey - Great Britain
DOI: 10.15468/54terb
title: Données de la quête INPN Espèces : Mission forêt : la Bacchante

description: Noé vous propose de partir à la découverte du milieu forestier à travers ses « Missions forêt ». Partez à la recherche de la Bacchante, un papillon en déclin en Europe classé « quasi menacé » en France. <br>

Il se caractérise par sa couleur brune. Le dessous de ses ailes est bordé d’une large bande blanche et d’une série d’ocelles noirs pupillés de blanc et cerclés de jaune. Le dessus des ailes est quant à lui orné de taches noires cerclées de jaune.<br>

Attention à ne pas le confondre avec les papillons du genre <i>Coenonympha</i>, caractérisés par une teinte plus orangée et ne présentant pas une série d’ocelles sur l’aile antérieure, mais un seul ocelle ou pas d’ocelle du tout.<br>

Vous pourrez l’observer principalement le long des chemins forestiers, des lisières et des clairières. Il apprécie les sous-bois denses et diversifiés avec une strate arborée ouverte.<br>

<br>

La Bacchante vole de début juin à fin juillet en une seule génération annuelle. Nous vous proposons dans cette quête de le rechercher jusqu’à fin août afin de détecter d’éventuels changements, notamment en lien avec le changement climatique.<br>

Plus d’informations sur https://biodiversite-foret.fr/les-especes-2/lepidopteres/bacchante/<br>

<br>

© Thomas Marent / Minden Pictures / Biosphoto
DOI: 10.15468/dl.4ek59q
title: Occurrence Download

description: A dataset containing 554522 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acer campestre"
 ]
}

 The dataset includes 554522 records from 2923 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006510-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive163630.20241212.9.2
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163630.20251217.10
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163631.20241212.9.2
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163631.20251217.10
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163632.20241212.9.2
title: <i>Ochrobactrum</i> <i>pituitosum</i> Huber <i>et al.</i> 2010

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163632.20251217.10
title: <i>Ochrobactrum</i> <i>pituitosum</i> Huber <i>et al.</i> 2010

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163633.20241212.9.2
title: <i>Ochrobactrum</i> <i>pituitosum</i> Huber <i>et al.</i> 2010

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163633.20251217.10
title: <i>Ochrobactrum</i> <i>pituitosum</i> Huber <i>et al.</i> 2010

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163634.20241212.9.2
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163634.20251217.10
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163635.20241212.9.2
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163635.20251217.10
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163636.20241212.9.2
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163636.20251217.10
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163637.20241212.9.2
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163637.20251217.10
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163638.20241212.9.2
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163638.20251217.10
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163639.20241212.9.2
title: <i>Microbacterium</i> <i>shaanxiense</i> Peng <i>et al.</i> 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163639.20251217.10
title: <i>Microbacterium</i> <i>shaanxiense</i> Peng <i>et al.</i> 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163640.20241212.9.2
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163640.20251217.10
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163641.20241212.9.2
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163641.20251217.10
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163642.20241212.9.2
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163642.20251217.10
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163643.20241212.9.2
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163643.20251217.10
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163644.20241212.9.2
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163644.20251217.10
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163645.20241212.9.2
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163645.20251217.10
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163646.20241212.9.2
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163646.20251217.10
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163647.20241212.9.2
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163647.20251217.10
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163648.20241212.9.2
title: <i>Bacillus</i> <i>pseudomycoides</i> Nakamura 1998

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163648.20251217.10
title: <i>Bacillus</i> <i>pseudomycoides</i> Nakamura 1998

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163649.20241212.9.2
title: <i>Bacillus</i> <i>thuringiensis</i> Berliner 1915

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163649.20251217.10
title: <i>Bacillus</i> <i>thuringiensis</i> Berliner 1915

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163650.20241212.9.2
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163650.20251217.10
title: <i>Bacillus</i> sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163651.20241212.9.2
title: <i>Bacillus</i> <i>cereus</i> Frankland and Frankland 1887

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive163651.20251217.10
title: <i>Bacillus</i> <i>cereus</i> Frankland and Frankland 1887

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