cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18127298
title: Linked collectors and determiners for: Porvoo Museum / Vascular Plant Collections.

description: Natural history specimen data linked to collectors and determiners held within, "Porvoo Museum / Vascular Plant Collections". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/20cb6dad-e98e-4980-a47b-5d878ea42664 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/20cb6dad-e98e-4980-a47b-5d878ea42664. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18127299
title: Linked collectors and determiners for: Three new species, one subspecies, and new records of the Oriental genus Loeblites Franz (Coleoptera: Staphylinidae: Scydmaeninae).

description: Natural history specimen data linked to collectors and determiners held within, "Three new species, one subspecies, and new records of the Oriental genus Loeblites Franz (Coleoptera: Staphylinidae: Scydmaeninae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/2370cfa6-ebc7-4962-ae93-ade18759c5cc using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/2370cfa6-ebc7-4962-ae93-ade18759c5cc. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18127303
title: Linked collectors and determiners for: Extinct and endangered (' E & E') birds in the ornithological collection of the Museum of Zoology of Torino University, Italy.

description: Natural history specimen data linked to collectors and determiners held within, "Extinct and endangered (' E & E') birds in the ornithological collection of the Museum of Zoology of Torino University, Italy". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/27f5c2ae-1d4d-4f0e-b33a-13620b3d69df using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/27f5c2ae-1d4d-4f0e-b33a-13620b3d69df. Formatted as a Frictionless Data package.
DOI: 10.17632/ypc9mfkmx9
title: Optimised ligand exchange solvent extraction methodology for the determination of labile and inert forms of copper in environmental samples

description: The dataset is associated with the publication “Optimised ligand exchange solvent extraction methodology for the determination of labile and inert forms of copper in environmental samples”. It comprises the data used to generate the figures presented in the main manuscript as well as in the Supporting Information. The dataset includes absorbance measurements at 346 nm of the Cu–SA bis-complex recorded during titration with EDTA, which were used to determine the conditional stability constant of the Cu(II)–SA bis-complex by a spectroscopic approach. In addition, voltammograms of model solutions are provided: (1) 10 nM Cu(II) in 0.01 M carbonate buffer containing 1, 10, and 100 µM salicylaldoxime (SA), and (2) 100 nM Cu(II) in 0.01 M carbonate buffer containing 1, 10, and 100 µM SA. All model solutions were extracted with 90 mL toluene, back-extracted with suprapure nitric acid, and analysed electrochemically. Finally, the dataset contains data on extracted copper obtained using different concentrations of salicylaldoxime from three sampling campaigns conducted in June 2025, September 2025, and November 2025.
DOI: 10.17632/ypc9mfkmx9.1
title: Optimised ligand exchange solvent extraction methodology for the determination of labile and inert forms of copper in environmental samples

description: The dataset is associated with the publication “Optimised ligand exchange solvent extraction methodology for the determination of labile and inert forms of copper in environmental samples”. It comprises the data used to generate the figures presented in the main manuscript as well as in the Supporting Information. The dataset includes absorbance measurements at 346 nm of the Cu–SA bis-complex recorded during titration with EDTA, which were used to determine the conditional stability constant of the Cu(II)–SA bis-complex by a spectroscopic approach. In addition, voltammograms of model solutions are provided: (1) 10 nM Cu(II) in 0.01 M carbonate buffer containing 1, 10, and 100 µM salicylaldoxime (SA), and (2) 100 nM Cu(II) in 0.01 M carbonate buffer containing 1, 10, and 100 µM SA. All model solutions were extracted with 90 mL toluene, back-extracted with suprapure nitric acid, and analysed electrochemically. Finally, the dataset contains data on extracted copper obtained using different concentrations of salicylaldoxime from three sampling campaigns conducted in June 2025, September 2025, and November 2025.
DOI: 10.5281/zenodo.18127304
title: Linked collectors and determiners for: A new combination for a neglected member of Linaria subsect. Versicolores (Plantaginaceae, Antirrhineae) endemic to the Algarve, Portugal.

description: Natural history specimen data linked to collectors and determiners held within, "A new combination for a neglected member of Linaria subsect. Versicolores (Plantaginaceae, Antirrhineae) endemic to the Algarve, Portugal". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/410d7981-d9a2-4cd9-8f8e-8702cb80de68 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/410d7981-d9a2-4cd9-8f8e-8702cb80de68. Formatted as a Frictionless Data package.
DOI: 10.25505/fiz.icsd.cc2pg8fw
title: CSD 2486368: Experimental Crystal Structure Determination

description: Related Article: Habiba Binte Kashem, Hope Eden Smith, Md Abdullah Al Muhit, Hans-Conrad zur Loye|2026|Cryst.Growth Des.|||doi:10.1021/acs.cgd.5c01346
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2pg8gx
title: CSD 2486369: Experimental Crystal Structure Determination

description: Related Article: Habiba Binte Kashem, Hope Eden Smith, Md Abdullah Al Muhit, Hans-Conrad zur Loye|2026|Cryst.Growth Des.|||doi:10.1021/acs.cgd.5c01346
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2pg8hy
title: CSD 2486370: Experimental Crystal Structure Determination

description: Related Article: Habiba Binte Kashem, Hope Eden Smith, Md Abdullah Al Muhit, Hans-Conrad zur Loye|2026|Cryst.Growth Des.|||doi:10.1021/acs.cgd.5c01346
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2pg8jz
title: CSD 2486371: Experimental Crystal Structure Determination

description: Related Article: Habiba Binte Kashem, Hope Eden Smith, Md Abdullah Al Muhit, Hans-Conrad zur Loye|2026|Cryst.Growth Des.|||doi:10.1021/acs.cgd.5c01346
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2pg8k0
title: CSD 2486372: Experimental Crystal Structure Determination

description: Related Article: Habiba Binte Kashem, Hope Eden Smith, Md Abdullah Al Muhit, Hans-Conrad zur Loye|2026|Cryst.Growth Des.|||doi:10.1021/acs.cgd.5c01346
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2pg8l1
title: CSD 2486373: Experimental Crystal Structure Determination

description: Related Article: Habiba Binte Kashem, Hope Eden Smith, Md Abdullah Al Muhit, Hans-Conrad zur Loye|2026|Cryst.Growth Des.|||doi:10.1021/acs.cgd.5c01346
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.18127309
title: Linked collectors and determiners for: The millipede family Striariidae Bollman, 1893. IX. The identity of Striaria californica Cook, 1899, and the new genus Bayaria for Striaria nana Loomis, 1936, with a key to genera and an annotated checklist of the Striariidae (Diplopoda, Chordeumatida, Striarioidea).

description: Natural history specimen data linked to collectors and determiners held within, "The millipede family Striariidae Bollman, 1893. IX. The identity of Striaria californica Cook, 1899, and the new genus Bayaria for Striaria nana Loomis, 1936, with a key to genera and an annotated checklist of the Striariidae (Diplopoda, Chordeumatida, Striarioidea)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/4e6a43e4-e0a4-4882-8c70-e39b11398108 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/4e6a43e4-e0a4-4882-8c70-e39b11398108. Formatted as a Frictionless Data package.
DOI: 10.34740/kaggle/dsv/14369277
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18127306
title: Linked collectors and determiners for: Royal Ontario Museum - Entomology Collection.

description: Natural history specimen data linked to collectors and determiners held within, "Royal Ontario Museum - Entomology Collection". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/48c5c83b-2029-4b2c-9f48-5e610e6984d6 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/48c5c83b-2029-4b2c-9f48-5e610e6984d6. Formatted as a Frictionless Data package.
DOI: 10.17632/j334gn8423
title: Data Analysis

description: A qualitative approach was used. This gave rich detailed and in-depth knowledge of social phenomena especially in networks and relations that cannot easily be measured (Creswell and Poth, 2018). This approach used a case study design with focus on Denkyembuor District, a known hot spot of illegal small-scale gold mining activities. The District is selected because it is the epicenter of galamsey operations with different actors involved and with documented challenges of enforcement, political interference, and community engagement (Oppong-Anning, 2023).
The case study design allowed for the in-depth exploration of operational, political and socio-cultural phenomena; offering insight into the vertical patronage hierarchies and horizontal communities that sustain galamsey. Single-district coverage draw on the advantages of depth and context sensitivity; it presents a model that will inform understanding of similar contexts within and outside Ghana.
DOI: 10.17632/j334gn8423.1
title: Data Analysis

description: A qualitative approach was used. This gave rich detailed and in-depth knowledge of social phenomena especially in networks and relations that cannot easily be measured (Creswell and Poth, 2018). This approach used a case study design with focus on Denkyembuor District, a known hot spot of illegal small-scale gold mining activities. The District is selected because it is the epicenter of galamsey operations with different actors involved and with documented challenges of enforcement, political interference, and community engagement (Oppong-Anning, 2023).
The case study design allowed for the in-depth exploration of operational, political and socio-cultural phenomena; offering insight into the vertical patronage hierarchies and horizontal communities that sustain galamsey. Single-district coverage draw on the advantages of depth and context sensitivity; it presents a model that will inform understanding of similar contexts within and outside Ghana.
DOI: 10.5281/zenodo.18127312
title: Linked collectors and determiners for: Colección de Insectos del Jardín Botánico del Quindío (CIJBQ).

description: Natural history specimen data linked to collectors and determiners held within, "Colección de Insectos del Jardín Botánico del Quindío (CIJBQ)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/5fd99e6a-40f7-4c44-94b6-1c85fcca527b using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/5fd99e6a-40f7-4c44-94b6-1c85fcca527b. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18127313
title: Linked collectors and determiners for: Morton Arboretum - Vascular Plants.

description: Natural history specimen data linked to collectors and determiners held within, "Morton Arboretum - Vascular Plants". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/70e448fa-98b0-4ae7-a7a4-404f6175e7c9 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/70e448fa-98b0-4ae7-a7a4-404f6175e7c9. Formatted as a Frictionless Data package.
DOI: 10.17632/97s4tw4w26.1
title: Data from: Man-made boundary or natural ecotone? Reassessing vegetation dynamics and drivers in the Giant Panda National Park along the Hu-Line

description: Data from: Man-made boundary or natural ecotone? Reassessing vegetation dynamics and drivers in the Giant Panda National Park along the Hu-Line
DOI: 10.17632/rjmcnskhzm
title: Software for simulation and analysis of far-field diffraction patterns in transient grating spectroscopy

description: We present a software package for the simulation and analysis of far-field diffraction patterns in transient grating (TG) spectroscopy. The code is designed to assist both experimental planning and post-processing interpretation by modeling the optical response of TG configurations across a wide range of conditions. It supports input through structured MATLAB variables or Excel-based spreadsheets and provides automated consistency checks and visual output generation. The implementation includes integration over detector pixels, enabling realistic simulations that account for spatial averaging and resolution effects. We demonstrate the software’s capabilities through representative use cases, including the influence of the grating-to-sample distance, the pump-to-probe intensity ratio, and the selection of the division parameter governing pixel integration accuracy. The code is freely available and modular, facilitating its adaptation to different experimental geometries and beam conditions. While full validation is provided elsewhere, this work establishes the core methodology and illustrates the practical value of the tool for TG spectroscopy research.
DOI: 10.5281/zenodo.18127320
title: Linked collectors and determiners for: LajiGIS: Species monitoring sites.

description: Natural history specimen data linked to collectors and determiners held within, "LajiGIS: Species monitoring sites". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/887bd779-6454-436f-b1f8-86b70488b59f using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/887bd779-6454-436f-b1f8-86b70488b59f. Formatted as a Frictionless Data package.
DOI: 10.17632/rjmcnskhzm.1
title: Software for simulation and analysis of far-field diffraction patterns in transient grating spectroscopy

description: We present a software package for the simulation and analysis of far-field diffraction patterns in transient grating (TG) spectroscopy. The code is designed to assist both experimental planning and post-processing interpretation by modeling the optical response of TG configurations across a wide range of conditions. It supports input through structured MATLAB variables or Excel-based spreadsheets and provides automated consistency checks and visual output generation. The implementation includes integration over detector pixels, enabling realistic simulations that account for spatial averaging and resolution effects. We demonstrate the software’s capabilities through representative use cases, including the influence of the grating-to-sample distance, the pump-to-probe intensity ratio, and the selection of the division parameter governing pixel integration accuracy. The code is freely available and modular, facilitating its adaptation to different experimental geometries and beam conditions. While full validation is provided elsewhere, this work establishes the core methodology and illustrates the practical value of the tool for TG spectroscopy research.
DOI: 10.57967/hf/7427
title: egii
DOI: 10.17632/47ppcnx77x
title: PWACG: Partial wave analysis code generator supporting Newton-conjugate gradient method

description: This paper introduces a novel Partial Wave Analysis Code Generator (PWACG) that automatically generates high-performance partial wave analysis codes. This is achieved by leveraging the JAX automatic differentiation library and the jinja2 template engine. The resulting code is constructed using the high-performance API of JAX, and includes support for the Newton’s Conjugate Gradient optimization method, as well as the full utilization of parallel computing capabilities offered by GPUs. By harnessing these advanced computing techniques, PWACG demonstrates a significant advantage in efficiently identifying global optimal points compared to conventional partial wave analysis software packages.
DOI: 10.17632/47ppcnx77x.1
title: PWACG: Partial wave analysis code generator supporting Newton-conjugate gradient method

description: This paper introduces a novel Partial Wave Analysis Code Generator (PWACG) that automatically generates high-performance partial wave analysis codes. This is achieved by leveraging the JAX automatic differentiation library and the jinja2 template engine. The resulting code is constructed using the high-performance API of JAX, and includes support for the Newton’s Conjugate Gradient optimization method, as well as the full utilization of parallel computing capabilities offered by GPUs. By harnessing these advanced computing techniques, PWACG demonstrates a significant advantage in efficiently identifying global optimal points compared to conventional partial wave analysis software packages.
DOI: 10.15468/dl.jz3qe6
title: Occurrence Download

description: A dataset listing the 104 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bees of Ireland"
 ]
}

 The dataset's 104 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070843-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18127322
title: Linked collectors and determiners for: Revision of Trigastrotheca Cameron (Hymenoptera, Braconidae, Braconinae) with descriptions of 13 new species.

description: Natural history specimen data linked to collectors and determiners held within, "Revision of Trigastrotheca Cameron (Hymenoptera, Braconidae, Braconinae) with descriptions of 13 new species". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/88cb056b-83e5-477c-8610-df785bca9fbb using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/88cb056b-83e5-477c-8610-df785bca9fbb. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18127318
title: Linked collectors and determiners for: First record of Chaetarthria pallida (LeConte, 1861) (Coleoptera: Hydrophilidae) from Ontario, Canada.

description: Natural history specimen data linked to collectors and determiners held within, "First record of Chaetarthria pallida (LeConte, 1861) (Coleoptera: Hydrophilidae) from Ontario, Canada". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/7698f56a-cf65-4431-9ea7-5ae218d4b9b9 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/7698f56a-cf65-4431-9ea7-5ae218d4b9b9. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18127324
title: Linked collectors and determiners for: Carex recondita Muñoz-Schüler, Martín-Bravo & Jim. Mejías (Carex section Junciformes Kük., Cyperaceae), a new sedge species from the Andes of central Chile.

description: Natural history specimen data linked to collectors and determiners held within, "Carex recondita Muñoz-Schüler, Martín-Bravo & Jim. Mejías (Carex section Junciformes Kük., Cyperaceae), a new sedge species from the Andes of central Chile". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/8b2bfb1d-4c68-4ce8-aa83-9fbcde3b4346 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/8b2bfb1d-4c68-4ce8-aa83-9fbcde3b4346. Formatted as a Frictionless Data package.