cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60712/si-id303114.2
title: StrainInfo SI-ID 303114.2

description: StrainInfo dataset 303114 about a strain of Citrobacter murliniae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303115.2
title: StrainInfo SI-ID 303115.2

description: StrainInfo dataset 303115 about a strain of Granulicatella adiacens. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303116.2
title: StrainInfo SI-ID 303116.2

description: StrainInfo dataset 303116 about a strain of Eggerthella lenta. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303117.2
title: StrainInfo SI-ID 303117.2

description: StrainInfo dataset 303117 about a strain of Actinomyces graevenitzii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303118.2
title: StrainInfo SI-ID 303118.2

description: StrainInfo dataset 303118 about a strain of Burkholderia multivorans. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303119.2
title: StrainInfo SI-ID 303119.2

description: StrainInfo dataset 303119 about a strain of Staphylococcus xylosus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.5281/zenodo.14917550
title: Airborne laser scanning data for the Sabah Biodiversity Experiment from 2013 and 2020

description: Please contact tobydjackson [at] gmail.com if you have any questions about this data.

The Sabah Biodiversity Experiment covers a 500 ha area, with 124 plots, each 4 ha in size. The original experimental design is described in Hector et al (2011) https://doi.org/10.1098/rstb.2011.0094. 

This repository contains airborne laser scanning data collected in 2013 and 2020 over the Sabah Biodiversity Experiment. The canopy height models and digital terrain models are provided in raster format (chm_2013.tif, chm_2020.tif & dtm.tif). The raw laser scanning point clouds are provided as laz files within a zipped folder for each year (2013_DSM_small_tiles.zip & 2020_DSM_small_tiles.zip). 

The plot metadata are provided as a zipped shapefile 'SBE_plots_corrected_with_GPS_2025.zip'. The columns in this shapefile are:



plot - the plot id

block - whether the plot is in the north or south block of the experiment

species_ri - species richness of the seedlings that were planted

species_co - species code

 climber_cu - whether or not the lianas (climbers) were cut in this plot

 generic_di - generic diversity of the planted seedlings

canopy_typ - classification of the seedlings into 'thick' or 'thin' canopies, where thin have only tall species while thick have a mixture

canopy_str - classification of seedlings into short (S), medium (M), tall (T) or combined (SMT)

planted - whether or not enrichment planting was carried out

treatment - a combination of previous variables used for plotting

random - whether or not the plot location was randomly assigned. Some were not possible for logistical reasons

name - a simple classification of the treatment type used for plotting

name_ha - a combination of previous variables used for plotting

ID - a unique identifier         

tile_area - the area of the plot 

geometry - the polygon representing the plot


The whole airborne laser scan data spans approximately 5.075 to 5.1 degrees of latitude and 117.64 to 117.67 degrees of longitude.  We thank the Sabah Biodiversity Council and Danum Valley Managament Council for access and assistance with the laser scanning data collection. The data was collected under Sabah Biodiversity Council permit number JKM/MBS.1000-2/2 JLD.9 (122).
DOI: 10.60712/si-id303120.2
title: StrainInfo SI-ID 303120.2

description: StrainInfo dataset 303120 about a strain of Phyllobacterium myrsinacearum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.5281/zenodo.14964358
title: Machine Intelligence for Distributed Computing

description: The advent of distributed computing has revolutionized data processing, storage, and computation, enabling scalable and decentralized architectures. However, the increasing complexity of distributed systems—spanning cloud, edge, fog, serverless, and quantum computing environments—presents significant challenges related to resource management, latency optimization, fault tolerance, and security. This paper investigates the integration of artificial intelligence (AI) into these paradigms to enhance their adaptability, scalability, and autonomic capabilities.

 

We propose a framework wherein AI-driven mechanisms, including machine learning algorithms, deep reinforcement learning models, and neural networks, facilitate self-optimization, dynamic orchestration, and predictive analytics within distributed ecosystems. By examining AI’s role in augmenting decision-making processes, automating resource allocation, and enabling self-healing systems, this research highlights its transformative potential in addressing the limitations of conventional distributed computing infrastructures.

 

The key contributions of this study include: (1) a systematic review of AI methodologies applied to cloud and edge computing for real-time performance enhancements, (2) a novel exploration of AI-quantum computing convergence to optimize hybrid processing models, and (3) the development of an architectural framework for autonomic and self-managing distributed systems, ensuring resilience and fault-tolerance.

 

Findings indicate that AI integration significantly improves operational efficiency, reduces energy consumption, and strengthens security protocols within distributed networks. The proposed AI-enhanced frameworks demonstrate high adaptability in dynamic environments, paving the way for next-generation computing systems capable of autonomous decision-making and intelligent task execution.

 

This study’s implications extend to critical domains, including industrial automation, healthcare informatics, and smart city infrastructures, where AI-powered distributed systems are poised to drive innovation. Future research will explore the ethical dimensions of AI deployment, sustainable computing practices, and the refinement of algorithms for emerging distributed computing paradigms.
DOI: 10.5281/zenodo.14964359
title: Machine Intelligence for Distributed Computing

description: The advent of distributed computing has revolutionized data processing, storage, and computation, enabling scalable and decentralized architectures. However, the increasing complexity of distributed systems—spanning cloud, edge, fog, serverless, and quantum computing environments—presents significant challenges related to resource management, latency optimization, fault tolerance, and security. This paper investigates the integration of artificial intelligence (AI) into these paradigms to enhance their adaptability, scalability, and autonomic capabilities.

 

We propose a framework wherein AI-driven mechanisms, including machine learning algorithms, deep reinforcement learning models, and neural networks, facilitate self-optimization, dynamic orchestration, and predictive analytics within distributed ecosystems. By examining AI’s role in augmenting decision-making processes, automating resource allocation, and enabling self-healing systems, this research highlights its transformative potential in addressing the limitations of conventional distributed computing infrastructures.

 

The key contributions of this study include: (1) a systematic review of AI methodologies applied to cloud and edge computing for real-time performance enhancements, (2) a novel exploration of AI-quantum computing convergence to optimize hybrid processing models, and (3) the development of an architectural framework for autonomic and self-managing distributed systems, ensuring resilience and fault-tolerance.

 

Findings indicate that AI integration significantly improves operational efficiency, reduces energy consumption, and strengthens security protocols within distributed networks. The proposed AI-enhanced frameworks demonstrate high adaptability in dynamic environments, paving the way for next-generation computing systems capable of autonomous decision-making and intelligent task execution.

 

This study’s implications extend to critical domains, including industrial automation, healthcare informatics, and smart city infrastructures, where AI-powered distributed systems are poised to drive innovation. Future research will explore the ethical dimensions of AI deployment, sustainable computing practices, and the refinement of algorithms for emerging distributed computing paradigms.
DOI: 10.60712/si-id303121.2
title: StrainInfo SI-ID 303121.2

description: StrainInfo dataset 303121 about a strain of Paenibacillus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303122.2
title: StrainInfo SI-ID 303122.2

description: StrainInfo dataset 303122 about a strain of Tetragenococcus halophilus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303123.2
title: StrainInfo SI-ID 303123.2

description: StrainInfo dataset 303123 about a strain of Staphylococcus cohnii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303124.2
title: StrainInfo SI-ID 303124.2

description: StrainInfo dataset 303124 about a strain of Fusobacterium periodonticum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303125.2
title: StrainInfo SI-ID 303125.2

description: StrainInfo dataset 303125 about a strain of Fusobacterium nucleatum subsp. polymorphum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303128.2
title: StrainInfo SI-ID 303128.2

description: StrainInfo dataset 303128 about a strain of Aggregatibacter segnis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303131.2
title: StrainInfo SI-ID 303131.2

description: StrainInfo dataset 303131 about a strain of Aggregatibacter segnis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303132.2
title: StrainInfo SI-ID 303132.2

description: StrainInfo dataset 303132 about a strain of Leifsonia xyli. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303133.2
title: StrainInfo SI-ID 303133.2

description: StrainInfo dataset 303133 about a strain of Cupriavidus metallidurans. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303134.2
title: StrainInfo SI-ID 303134.2

description: StrainInfo dataset 303134 about a strain of Agrococcus lahaulensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303135.2
title: StrainInfo SI-ID 303135.2

description: StrainInfo dataset 303135 about a strain of Nitrobacteraceae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303136.2
title: StrainInfo SI-ID 303136.2

description: StrainInfo dataset 303136 about a strain of Mycobacterium immunogenum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303137.2
title: StrainInfo SI-ID 303137.2

description: StrainInfo dataset 303137 about a strain of Streptococcus mutans. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303138.2
title: StrainInfo SI-ID 303138.2

description: StrainInfo dataset 303138 about a strain of Burkholderia cepacia. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303139.2
title: StrainInfo SI-ID 303139.2

description: StrainInfo dataset 303139 about a strain of a not identified species. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303140.2
title: StrainInfo SI-ID 303140.2

description: StrainInfo dataset 303140 about a strain of Corynebacterium kroppenstedtii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303141.2
title: StrainInfo SI-ID 303141.2

description: StrainInfo dataset 303141 about a strain of Enterobacter cloacae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303142.2
title: StrainInfo SI-ID 303142.2

description: StrainInfo dataset 303142 about a strain of Rothia terrae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303143.2
title: StrainInfo SI-ID 303143.2

description: StrainInfo dataset 303143 about a strain of Acidovorax temperans. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303144.2
title: StrainInfo SI-ID 303144.2

description: StrainInfo dataset 303144 about a strain of Novosphingobium. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303145.2
title: StrainInfo SI-ID 303145.2

description: StrainInfo dataset 303145 about a strain of Rothia kristinae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303146.2
title: StrainInfo SI-ID 303146.2

description: StrainInfo dataset 303146 about a strain of Novosphingobium. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303147.2
title: StrainInfo SI-ID 303147.2

description: StrainInfo dataset 303147 about a strain of Pasteurellaceae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.15468/dl.zjxgc8
title: Occurrence Download

description: A dataset containing 42168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Vascular Plant Herbarium: Herbarium Generale",
 "Country is Sweden"
 ]
}

 The dataset includes 42168 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004741-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id303148.2
title: StrainInfo SI-ID 303148.2

description: StrainInfo dataset 303148 about a strain of Tetragenococcus halophilus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303149.2
title: StrainInfo SI-ID 303149.2

description: StrainInfo dataset 303149 about a strain of Tetragenococcus halophilus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303150.2
title: StrainInfo SI-ID 303150.2

description: StrainInfo dataset 303150 about a strain of Variovorax paradoxus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303151.2
title: StrainInfo SI-ID 303151.2

description: StrainInfo dataset 303151 about a strain of Streptococcus sanguinis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303152.2
title: StrainInfo SI-ID 303152.2

description: StrainInfo dataset 303152 about a strain of Bordetella bronchiseptica. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303153.2
title: StrainInfo SI-ID 303153.2

description: StrainInfo dataset 303153 about a strain of Achromobacter xylosoxidans. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303154.2
title: StrainInfo SI-ID 303154.2

description: StrainInfo dataset 303154 about a strain of Corynebacterium argentoratense. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303155.2
title: StrainInfo SI-ID 303155.2

description: StrainInfo dataset 303155 about a strain of Brucella anthropi. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303156.2
title: StrainInfo SI-ID 303156.2

description: StrainInfo dataset 303156 about a strain of Delftia acidovorans. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303157.2
title: StrainInfo SI-ID 303157.2

description: StrainInfo dataset 303157 about a strain of Hungatella hathewayi. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303158.2
title: StrainInfo SI-ID 303158.2

description: StrainInfo dataset 303158 about a strain of Deinococcus wulumuqiensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303159.2
title: StrainInfo SI-ID 303159.2

description: StrainInfo dataset 303159 about a strain of Gemella bergeri. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303160.2
title: StrainInfo SI-ID 303160.2

description: StrainInfo dataset 303160 about a strain of Rubellimicrobium thermophilum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303161.2
title: StrainInfo SI-ID 303161.2

description: StrainInfo dataset 303161 about a strain of Rubellimicrobium thermophilum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303162.2
title: StrainInfo SI-ID 303162.2

description: StrainInfo dataset 303162 about a strain of Stachybotrys chartarum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303163.2
title: StrainInfo SI-ID 303163.2

description: StrainInfo dataset 303163 about a strain of Stachybotrys chartarum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303164.2
title: StrainInfo SI-ID 303164.2

description: StrainInfo dataset 303164 about a strain of Alloscardovia omnicolens. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303165.2
title: StrainInfo SI-ID 303165.2

description: StrainInfo dataset 303165 about a strain of Lentilactobacillus parabuchneri. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.15468/dl.gtyzzx
title: Occurrence Download

description: A dataset containing 285290 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Country is Sweden"
 ]
}

 The dataset includes 285290 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004772-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id303166.2
title: StrainInfo SI-ID 303166.2

description: StrainInfo dataset 303166 about a strain of Clostridium tertium. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id303167.2
title: StrainInfo SI-ID 303167.2

description: StrainInfo dataset 303167 about a strain of Fusobacterium nucleatum subsp. polymorphum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.