cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48597/km6d-r3nx
title: Measurement of Aerosol light scattering at Barrow

description: Measurement of Aerosol light scattering at Barrow
DOI: 10.48597/mxhg-dnq2
title: Measurement of Aerosol light scattering at Barrow

description: Measurement of Aerosol light scattering at Barrow
DOI: 10.48597/p2rb-9z8k
title: Measurement of Nitrogen_dioxide at Leova II

description: Measurement of Nitrogen_dioxide at Leova II
DOI: 10.48597/q6db-zyeg
title: Measurement of Aerosol light scattering at Barrow

description: Measurement of Aerosol light scattering at Barrow
DOI: 10.48597/uvkx-83pj
title: Measurement of Inorganics in precipitation at Leova II

description: Measurement of Inorganics in precipitation at Leova II
DOI: 10.48597/y3af-rgj6
title: Measurement of Inorganics in air and particle phase at Leova II

description: Measurement of Inorganics in air and particle phase at Leova II
DOI: 10.48597/dyfv-n8mw
title: Measurement of Particle_number_concentration at Summit

description: Measurement of Particle_number_concentration at Summit
DOI: 10.48597/jnbg-uhfq
title: Measurement of Inorganics in precipitation at Leova II

description: Measurement of Inorganics in precipitation at Leova II
DOI: 10.48597/pgmz-cw9p
title: Measurement of Aerosol light scattering at Barrow

description: Measurement of Aerosol light scattering at Barrow
DOI: 10.48597/rsv4-t9aq
title: Measurement of Aerosol light scattering at Barrow

description: Measurement of Aerosol light scattering at Barrow
DOI: 10.48597/x3aj-t5fb
title: Measurement of Nitrogen_dioxide at Leova II

description: Measurement of Nitrogen_dioxide at Leova II
DOI: 10.48597/4g93-388k
title: Particle_number_concentration at Värriö

description: Measurement of Particle_number_concentration at Värriö
DOI: 10.48597/azcj-7m53
title: Heavy metals at Valentia Observatory

description: Measurement of Heavy metals at Valentia Observatory
DOI: 10.48597/ub2d-cvav
title: Particle_number_concentration at Summit

description: Measurement of Particle_number_concentration at Summit
DOI: 10.48597/2p5y-rjz4
title: Measurement of Particle_number_concentration at Värriö

description: Measurement of Particle_number_concentration at Värriö
DOI: 10.48597/efgc-2h8r
title: Measurement of Particle_number_concentration at Värriö

description: Measurement of Particle_number_concentration at Värriö
DOI: 10.48597/mmx2-xjxm
title: Measurement of Particle_number_concentration at Summit

description: Measurement of Particle_number_concentration at Summit
DOI: 10.48597/q6au-yp7t
title: Measurement of Particle_number_concentration at Värriö

description: Measurement of Particle_number_concentration at Värriö
DOI: 10.48597/skqp-jvab
title: Measurement of Particle_number_concentration at Värriö

description: Measurement of Particle_number_concentration at Värriö
DOI: 10.48597/xpn2-pvcy
title: Measurement of Heavy metals at Valentia Observatory

description: Measurement of Heavy metals at Valentia Observatory
DOI: 10.48597/xyfa-d72s
title: Measurement of Particle_number_concentration at Värriö

description: Measurement of Particle_number_concentration at Värriö
DOI: 10.48597/4awm-fkh2
title: Measurement of Particle_number_concentration at Värriö

description: Measurement of Particle_number_concentration at Värriö
DOI: 10.48597/65sh-m37g
title: Measurement of Particle_number_concentration at Värriö

description: Measurement of Particle_number_concentration at Värriö
DOI: 10.48597/bfcx-97qz
title: Measurement of Particle_number_concentration at Värriö

description: Measurement of Particle_number_concentration at Värriö
DOI: 10.48597/fhxg-uy5v
title: Measurement of Particle_number_concentration at Värriö

description: Measurement of Particle_number_concentration at Värriö
DOI: 10.48597/hn8g-s2pa
title: Measurement of Particle_number_concentration at Värriö

description: Measurement of Particle_number_concentration at Värriö
DOI: 10.48597/k935-qkpj
title: Measurement of Particle_number_concentration at Värriö

description: Measurement of Particle_number_concentration at Värriö
DOI: 10.48597/yzm4-guhz
title: Measurement of Heavy metals at Valentia Observatory

description: Measurement of Heavy metals at Valentia Observatory
DOI: 10.48597/7uuw-38zm
title: Measurement of Particle_number_concentration at Värriö

description: Measurement of Particle_number_concentration at Värriö
DOI: 10.48597/dyvx-xw4b
title: Measurement of Particle_number_concentration at Värriö

description: Measurement of Particle_number_concentration at Värriö
DOI: 10.48597/g5p9-hhcc
title: Measurement of Particle_number_concentration at Värriö

description: Measurement of Particle_number_concentration at Värriö
DOI: 10.48597/kyty-p6sr
title: Measurement of Particle_number_concentration at Värriö

description: Measurement of Particle_number_concentration at Värriö
DOI: 10.48597/wcuh-ag4t
title: Measurement of Particle_number_concentration at Värriö

description: Measurement of Particle_number_concentration at Värriö
DOI: 10.48597/z2k4-u4xn
title: Measurement of Particle_number_concentration at Värriö

description: Measurement of Particle_number_concentration at Värriö
DOI: 10.6073/pasta/453be5442e3d7fc80e5bd22be1dd9033
title: Periphyton Accumulation Rates from Shark River Slough, Taylor Slough and Florida Bay, Everglades National Park (FCE LTER), South Florida, USA, January 2001 - ongoing

description: Periphyton accumulation rates were measured quarterly at FCE LTER sites in SRS and TS/Ph marshes (SRS 1-3, TS/Ph 1-3) and the seagrass meadows of Florida Bay (TS/Ph 9-11). Glass slides were used as artificial substrates for periphyton growth. Twenty slides were incubated for 2 months in triplicate periphytometers (flow-through plastic boxes) at the surface (marsh sites) and bottom (seagrass sites) at each site. In addition, at seagrass sites, twelve artificial seagrass blades were incubated for two months in triplicate at each site. Blades were made from strips of transparency film anchored to the bottom and floating upward toward the surface by use of a styrofoam bead on the top of the blade. Data are presented in terms of grams dry and ash-free dry mass accumulated per area per time, as well as the chlorophyll a content of the dry mass and its rate of accumulation. Total phosphorus content of accumulated periphyton is also provided. This is part of continuous data collection to test the hypothesis that phosphorus availability and hydroperiod influence periphyton production in the Everglades.
DOI: 10.15468/dl.k6ybh9
title: Occurrence Download

description: A dataset containing 243053 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 243053 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010327-260129131611470/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.31244818
title: Salinity filtering and biotic structure drive foliar trait convergence and functional diversity patterns in Sundarbans mangroves

description: This dataset contains community-level vegetation data, species-level foliar functional traits, and associated soil environmental variables collected from 59 georeferenced plots across the Sundarbans mangrove forest in Bangladesh. The study aimed to assess how soil salinity shapes community-weighted trait composition and functional diversity within mangrove ecosystems. Data were collected during the dry season of 2021–2022 and include both raw and processed variables used in the analyses presented in the associated publication.
DOI: 10.6084/m9.figshare.31244818.v1
title: Salinity filtering and biotic structure drive foliar trait convergence and functional diversity patterns in Sundarbans mangroves

description: This dataset contains community-level vegetation data, species-level foliar functional traits, and associated soil environmental variables collected from 59 georeferenced plots across the Sundarbans mangrove forest in Bangladesh. The study aimed to assess how soil salinity shapes community-weighted trait composition and functional diversity within mangrove ecosystems. Data were collected during the dry season of 2021–2022 and include both raw and processed variables used in the analyses presented in the associated publication.
DOI: 10.15468/dl.q6j5j8
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is Museum of Comparative Zoology, Harvard University",
 "License is one of (CC-BY-NC 4.0, CC-BY 4.0, CC0 1.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Hedylidae"
 ]
}

 The dataset includes 22 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010358-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tx5sfu
title: Occurrence Download

description: A dataset containing 557303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 557303 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010331-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18472898
title: Structures of nitrogen fixation on molibdenum/tin clusters

description: XYZ files containing the structures of MoSn_3 and MoSn_5 clusters for nitrogen fixation computed using the PBE functional and the def2-SVP basis set
DOI: 10.5281/zenodo.18472897
title: Structures of nitrogen fixation on molibdenum/tin clusters

description: XYZ files containing the structures of MoSn_3 and MoSn_5 clusters for nitrogen fixation computed using the PBE functional and the def2-SVP basis set
DOI: 10.15468/ptq4rc
title: Discoveries from ornamental jellyfish in aquaria — description of Malagazzia michelin sp. nov. (Cnidaria, Hydrozoa, Leptothecata), second species of the genus from Japan

description: This dataset contains the digitized treatments in Plazi based on the original journal article Izumi, Takato, Ikeda, Shuhei, Nozoe, Yuichi, Goto, Sota, Imamura, Natsumi, Kinoshita, Tadaaki, Uchida, Hiroaki, Hamatsu, Yoshimi, Akiyama, Hisashi, Okuizumi, Kazuya (2026): Discoveries from ornamental jellyfish in aquaria — description of Malagazzia michelin sp. nov. (Cnidaria, Hydrozoa, Leptothecata), second species of the genus from Japan. ZooKeys 1268: 13-32, DOI: 10.3897/zookeys.1268.173354AbstractMalagazzia michelin sp. nov. is described as the ninth species in this genus. Medusae were collected in shallow waters of western Japan and observed in several aquaria, and cultures were maintained at the Tsuruoka City Kamo Aquarium and Saikai National Park Kuju-kushima Aquarium. Adult medusae were identified as belonging to the genus Malagazzia owing to the presence of excretory papillae on the tentacular bulbs and rudimentary bulbs, four gonads surrounding radial canals, and manubrium with four lips. The obtained polyps also exhibited the typical characters of this genus. However, these medusae can be distinguished from those of other species of Malagazzia by noticeable brown spot-like structures on the gonads and manubrium; combinations of several characters also suggest that the medusae represent an undescribed species. Malagazzia michelin sp. nov. is also demonstrated to be a Malagazzia species by a phylogenetic analysis using DNA sequences. Thus, we determine these individuals as the second and a new species from Japanese waters. We also discuss the challenge of common names used for medusae in aquaria in Japan.
DOI: 10.15468/awa9mg
title: Lysimachia yulongensis (Primulaceae), a new species in Lysimachia sect. Pumilae from Yunnan, China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Sheng, Ming-yun, Yang, Wu-hai, Shuai, Tian, Chen, Yu-fan, Yin, Li-juan, Wu, Zhi-kun (2026): Lysimachia yulongensis (Primulaceae), a new species in Lysimachia sect. Pumilae from Yunnan, China. PhytoKeys 270: 155-164, DOI: 10.3897/phytokeys.270.177773AbstractLysimachia yulongensis Z. K. Wu & Ming Y. Sheng, a new species of Primulaceae from Yunnan, China, is described and illustrated. Morphological evidence places L. yulongensis within Lysimachia sect. Pumilae, which is distinguished by dwarf plants with prostrate or nearly erect habits, few flowers clustered at the stem apex or solitary in the leaf axils near the apex, lanceolate sepals, elliptical and dorsifixed anthers and styles approximately as long as the stamens. The new species is characterised by a strongly stoloniferous growth habit, with creeping stems serving a vegetative function as stolon and terminating in leaf rosettes during fruiting; leaves that are narrowly elliptic to oblanceolate or spatulate; and flowers solitary in the leaf axils along obliquely ascending stems. Information on the distribution, phenology and conservation status of the new species is also provided.
DOI: 10.15468/dl.umzgh8
title: Occurrence Download

description: A dataset containing 244078 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 244078 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010333-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18472960
title: PC ABS and PETG multi-material laminates fabricated by automated filament switching (Tensile, Impact, Hardness, Bending Test Datasets)

description: Description

This dataset provides the raw and processed mechanical testing data for multi-material laminate structures fabricated using Fused Filament Fabrication (FFF) with automated filament switching. The research investigates the mechanical synergy and interfacial bonding between Polycarbonate/Acrylonitrile Butadiene Styrene (PC-ABS) and Polyethylene Terephthalate Glycol (PETG) in layered configurations.

The dataset is organized into two primary categories reflecting the mechanical characterization performed on the composite (COMP) and pure material specimens:

 

Tensile Test Dataset

This folder contains stress-strain data and peak load results for specimens tested under uniaxial tension to evaluate the tensile strength, Young's modulus, and elongation at break. 



PETG: Baseline tensile data for pure PETG specimens.

PC_ABS: Baseline tensile data for pure PC-ABS specimens.

COMP: Tensile performance data for the multi-material laminates (laminated PC-ABS/PETG).


 

Bending Test Dataset

This folder contains the three-point bending test results used to determine the flexural strength and modulus of the specimens, as well as to observe delamination behavior between the printed layers.





COMP_Bending results: Flexural data for the multi-material laminate specimens.




PC_Bending results: Baseline flexural data for pure PC-ABS.




PETG_Bending results: Baseline flexural data for pure PETG.



 

Technical Specifications

Manufacturing Method: Material Extrusion (MEX) / Fused Filament Fabrication (FFF).

Equipment: 3D printer equipped with automated filament switching (e.g., Bambu Lab X1 Carbon or similar).

Data Format: .csv / .xlsx (Spreadsheet format for stress-strain curves).
DOI: 10.5281/zenodo.18472959
title: PC ABS and PETG multi-material laminates fabricated by automated filament switching (Tensile, Impact, Hardness, Bending Test Datasets)

description: Description

This dataset provides the raw and processed mechanical testing data for multi-material laminate structures fabricated using Fused Filament Fabrication (FFF) with automated filament switching. The research investigates the mechanical synergy and interfacial bonding between Polycarbonate/Acrylonitrile Butadiene Styrene (PC-ABS) and Polyethylene Terephthalate Glycol (PETG) in layered configurations.

The dataset is organized into two primary categories reflecting the mechanical characterization performed on the composite (COMP) and pure material specimens:

 

Tensile Test Dataset

This folder contains stress-strain data and peak load results for specimens tested under uniaxial tension to evaluate the tensile strength, Young's modulus, and elongation at break. 



PETG: Baseline tensile data for pure PETG specimens.

PC_ABS: Baseline tensile data for pure PC-ABS specimens.

COMP: Tensile performance data for the multi-material laminates (laminated PC-ABS/PETG).


 

Bending Test Dataset

This folder contains the three-point bending test results used to determine the flexural strength and modulus of the specimens, as well as to observe delamination behavior between the printed layers.





COMP_Bending results: Flexural data for the multi-material laminate specimens.




PC_Bending results: Baseline flexural data for pure PC-ABS.




PETG_Bending results: Baseline flexural data for pure PETG.



 

Technical Specifications

Manufacturing Method: Material Extrusion (MEX) / Fused Filament Fabrication (FFF).

Equipment: 3D printer equipped with automated filament switching (e.g., Bambu Lab X1 Carbon or similar).

Data Format: .csv / .xlsx (Spreadsheet format for stress-strain curves).
DOI: 10.5281/zenodo.18462263
title: Dual-Format Scientific Publishing: Optimizing Knowledge Transfer for Human and AI Cognition

description: We propose a fundamental paradigm shift in scientific communication: the systematic creation ofdual-format publications optimized separately for human and artificial intelligence readers. This is notabout AI-generated versus human-generated content, nor about co-authorship models, but rather aboutrecognizing that humans and AIs possess radically different cognitive architectures that demanddistinct presentation strategies. While human readers require narrative structure, visual aids, andprogressive contextualization within ~20-40 page constraints, AI systems can process hundreds ofpages of dense, cross-referenced data in seconds. We argue that maintaining a single-format approachartificially limits both human accessibility (through unnecessary complexity) and AI utility (throughforced simplification). Dual-format publishing preserves deep knowledge in AI-optimized repositorieswhile making science maximally accessible to humans through AI-mediated interaction. This approachrepresents not mere formatting preference but a recognition of AI as a fundamentally new class ofscientific reader requiring purpose-built communication protocols. We demonstrate that thistransformation is not speculative but immediately implementable with existing technology, and weprovide concrete frameworks for adoption across scientific disciplines.
DOI: 10.5281/zenodo.18474704
title: Dual-Format Scientific Publishing: Optimizing Knowledge Transfer for Human and AI Cognition

description: We propose a fundamental paradigm shift in scientific communication: the systematic creation ofdual-format publications optimized separately for human and artificial intelligence readers. This is notabout AI-generated versus human-generated content, nor about co-authorship models, but rather aboutrecognizing that humans and AIs possess radically different cognitive architectures that demanddistinct presentation strategies. While human readers require narrative structure, visual aids, andprogressive contextualization within ~20-40 page constraints, AI systems can process hundreds ofpages of dense, cross-referenced data in seconds. We argue that maintaining a single-format approachartificially limits both human accessibility (through unnecessary complexity) and AI utility (throughforced simplification). Dual-format publishing preserves deep knowledge in AI-optimized repositorieswhile making science maximally accessible to humans through AI-mediated interaction. This approachrepresents not mere formatting preference but a recognition of AI as a fundamentally new class ofscientific reader requiring purpose-built communication protocols. We demonstrate that thistransformation is not speculative but immediately implementable with existing technology, and weprovide concrete frameworks for adoption across scientific disciplines.
DOI: 10.15468/dvyuj3
title: Taxonomic novelties and phylogenetic insights into Cainiaceae (Xylariales, Sordariomycetes) associated with Poaceae hosts from Southwestern China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Dissanayake, Lakmali S., Maharachchikumbura, Sajeewa S. N., Marasinghe, Diana S., Gao, Ying, Faraj, Turki KH., Xu, Jianchu, Wanasinghe, Dhanushka N. (2026): Taxonomic novelties and phylogenetic insights into Cainiaceae (Xylariales, Sordariomycetes) associated with Poaceae hosts from Southwestern China. MycoKeys 128: 1-27, DOI: 10.3897/mycokeys.128.178090AbstractCainiaceae (Xylariales, Sordariomycetes) includes fungi primarily associated with hosts of the Poaceae and Arecaceae families. Recent studies have advanced the taxonomy of this family, highlighting its ecological and morphological diversity. Investigations focusing on microfungi associated with bamboo and other grass hosts in biodiversity-rich regions, such as Sichuan and Yunnan Provinces in China, have notably increased, driven by a growing recognition of their ecological and taxonomic importance. Fungal sampling was conducted on bamboo and related Poaceae hosts across various locations in Sichuan and Yunnan Provinces. Morphological characteristics were observed and recorded. Multilocus phylogenetic analyses, using the ITS and LSU regions, were conducted to determine phylogenetic relationships and confirm taxonomic placements. We introduce two new species and document one previously known species of Arecophila, and also describe two new species in Amphibambusa and Longiappendispora. Detailed morphological descriptions, illustrations and phylogenetic trees clearly delineate these taxa, highlighting their distinct affiliations with existing species. This study enriches the current understanding of fungal biodiversity within Cainiaceae, emphasizing their host associations and ecological specificity. Our findings underline the importance of continued fungal exploration in grassland ecosystems and contribute data towards stabilising the taxonomy of the Cainiaceae.
DOI: 10.15468/4k9gus
title: Four new species of the planthopper genus Andes (Hemiptera, Auchenorrhyncha, Cixiidae) from China, with an updated key to species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Lv, Sha-Sha, Zhi, Yan, Yang, Lin, Long, Jian-Kun, Chang, Zhi-Min, Zhang, Yu-Bo, Chen, Xiang-Sheng (2026): Four new species of the planthopper genus Andes (Hemiptera, Auchenorrhyncha, Cixiidae) from China, with an updated key to species. Deutsche Entomologische Zeitschrift 73 (1): 15-29, DOI: 10.3897/dez.73.173015AbstractFour new species of the genus Andes Stål, 1866 (Hemiptera, Auchenorrhyncha, Fulgoromorpha, Cixiidae, Cixiinae, Andini) are described from China: A. cuneatus Lv, Zhi & Chen, sp. nov., A. luchunensis Lv, Zhi & Chen, sp. nov., A. scalpratus Lv, Zhi & Chen, sp. nov. from Yunnan Province, and A. orbiculatus Lv, Zhi & Chen, sp. nov. from Fujian Province. Detailed morphological descriptions, illustrations including female terminalia, and diagnostic comparisons are provided for all new species, with a particular emphasis on the male genital structures that distinguish them from congeners. An updated identification key to all known Chinese species of Andes is also presented.