cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.28q3uv
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "Geometry POLYGON((-7.071 42.288,-6.166 42.288,-6.166 42.939,-7.071 42.939,-7.071 42.288))",
 "OccurrenceStatus is Present",
 "TaxonKey is Oxalis corniculata L."
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024768-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yet9v2
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ormosia balansae Drake)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 39 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024770-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wb4rrtbw5f.1
title: বিংশ শতাব্দীর কবিতা ও এলিয়টের জটিলতা: এক সমালোচনামূলক পর্যালোচনা

description: সারসংক্ষেপ: 
টি. এস. এলিয়ট (১৮৮৮-১৯৬৫) আধুনিক ইংরেজি কবিতার অন্যতম প্রধান পথিকৃৎ, যিনি কাব্যভাষায়, রূপকল্পে এবং দার্শনিক চিন্তায় এক নতুন জটিলতা এনেছেন। তাঁর কাব্যভাষা, রূপকল্প ও ঐতিহ্যবাদী এবং আধুনিকতাবাদী দৃষ্টিভঙ্গির সংমিশ্রণ তাঁকে এক অনন্য কবিতে পরিণত করেছে। এলিয়টের কবিতায় রোমান্টিকতা পরিহার, সামাজিক এবং আত্মিক সংকটের প্রতিচিত্র, পৌরাণিক উপাদানের ব্যবহার এবং কথ্যভাষার ছন্দময় প্রয়োগ বিশেষভাবে লক্ষ্যণীয়। ‘দি ওয়েস্ট ল্যান্ড’, ‘দি হলোমেন’, ‘দি লাভ সং অফ জে. আলফ্রেড প্রুফক’ এবং ‘ফোর কোয়ার্টেটস’ তাঁর কবিতায় আত্মিক সংকট, সভ্যতার পতন, অস্তিত্বের সংকট এবং সময়ের দর্শনকে বিশ্লেষণ করা হয়েছে। এই গবেষণাপত্রে এলিয়টের কাব্যের জটিলতা, তাঁর কাব্যরীতি, ভাষার ব্যবহার এবং সাহিত্য-দর্শনের বিভিন্ন দিক বিশ্লেষণ করা হবে। 
সূচক শব্দ: টি. এস. এলিয়ট, আধুনিক কবিতা, পৌরাণিকতা ও প্রতীকবাদ, আত্মিক সংকট, সভ্যতার পতন। 
ভূমিকা: 
বিংশ শতাব্দীর প্রথমার্ধ ছিল এক গভীর রূপান্তরের সময়। দুটি মহাযুদ্ধ, সামাজিক বিপর্যয়, শিল্প ও সাহিত্য আন্দোলনের নতুন ধারা মানুষের চেতনায় গভীর পরিবর্তন এনেছিল। এই পরিবর্তনের প্রতিচিত্র ফুটে উঠেছে আধুনিকতাবাদী সাহিত্যধারায়, যার অন্যতম প্রধান কবি হলেন টি. এস. এলিয়ট। এলিয়ট তাঁর কবিতায় সময়ের জটিল বাস্তবতা, সভ্যতার অনৈতিকতা, ব্যক্তির অস্তিত্ব সংকট এবং ধর্ম ও সংস্কৃতির দ্বন্দ্ব তুলে ধরেছেন। তাঁর রচনার জটিলতা কেবল ভাষার স্তরে সীমাবদ্ধ নয়; বরং তা ভাবনাগত এবং কাঠামোগত দিক থেকেও বহুমাত্রিক। এ প্রবন্ধে এলিয়টের কবিতার জটিলতা ও দুর্বোধ্যতার কারণ বিশ্লেষণ করা হবে। 
• টি. এস. এলিয়ট ও আধুনিক কবিতার নবযাত্রা: 
আধুনিক কবিতা এলিয়টের মাধ্যমে এক নতুন রূপ পেয়েছে। তিনি রোমান্টিক ধারার আবেগপ্রবণতা থেকে সরে এসে কবিতাকে আরও শৃঙ্খলিত, সংক্ষিপ্ত ও বুদ্ধিদীপ্ত করে তুলেছেন। এলিয়টের কবিতা ছিল একধরনের ‘আন্তঃসংলাপ’, যেখানে অতীত ও বর্তমান, ঐতিহ্য ও আধুনিকতা একে অপরের সাথে যুক্ত হয়েছে। 
• কাব্যের ভাষা ও কাঠামোগত জটিলতা: 
এলিয়টের কবিতা ভাষার দিক থেকে এক নতুন দিগন্ত উন্মোচন করে। তিনি প্রচলিত ছন্দ ও অনুপ্রাসের বাইরে গিয়ে নতুন ধরনের ছন্দ ব্যবহার করেছেন, যা ছিল কথ্যভাষার ছন্দ। যেমন, “The Love Song of J. Alfred Prufrock” কবিতায় আমরা দেখি— 
“I have measured out my life with coffee spoons.” 
এই পংক্তিটি আধুনিক মানুষের অস্তিত্বের সংকট ও দৈনন্দিন জীবনের শূন্যতা প্রকাশ করে। এলিয়টের ভাষা কখনো সরল, কখনো কঠিন ও রূপকধর্মী। 
• ‘দি ওয়েস্ট ল্যান্ড’: সভ্যতার সংকটের প্রতীক: 
এলিয়টের সর্বাধিক আলোচিত কাব্যগ্রন্থ ‘The Waste Land’। এটি একদিকে ব্যক্তিগত হতাশার দলিল, অন্যদিকে সমগ্র ইউরোপীয় সভ্যতার পতনের এক প্রতীকী চিত্র। এই কবিতায় এলিয়ট পৌরাণিক মিথ, সংস্কৃত শ্লোক, বাইবেল, দান্তে ও শেক্সপিয়রের অনুষঙ্গ ব্যবহার করেছেন। যুদ্ধোত্তর ইউরোপের হতাশা এবং আধ্যাত্মিক শূন্যতা কবিতার কেন্দ্রে রয়েছে। 
কবিতার প্রধান প্রতীক হলো ‘Waste Land’, যা ইউরোপীয় সভ্যতার পতন ও আত্মিক শূন্যতার প্রতিচিত্র। যেমন— 
“I think we are in rat’s alley / Where the dead men lost their bones.” 
এখানে মানবতার ধ্বংস এবং মূল্যবোধের অবক্ষয়ের ছবি আঁকা হয়েছে। 
• ‘দি হলোমেন’: শূন্য মানুষের প্রতিচিত্র: 
‘The Hollow Men’ কবিতায় এলিয়ট দেখিয়েছেন আধুনিক মানুষ কতটা আত্মিকভাবে শূন্য হয়ে পড়েছে। সমাজের মানুষ একেকটি ‘ফাঁপা মানুষ’, যাদের অনুভূতি ও নৈতিকতা নেই। তারা নিষ্ক্রিয়, অনুভূতিহীন, ক্ষমতাহীন। কবিতার শেষ পঙক্তিগুলো— 
“This i..
DOI: 10.17632/9rphfmh4fj.1
title: Digital Addiction and Anti-mattering The Serial Mediation Role of Situational Hope and Flourishing data set

description: Digital Addiction and Anti-mattering The Serial Mediation Role of Situational Hope and Flourishing data set
DOI: 10.15468/dl.bfmje3
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Poland, Germany, Austria, Netherlands)",
 "TaxonKey is Symmorphus angustatus (Zetterstedt, 1838)"
 ]
}

 The dataset includes 57 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024772-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/j4r7drc66k.1
title: Sediment resuspension under wind-driven waves and currents: Numerical simulations guided by direct observations along the Dead Sea shore

description: This data set includes data files that were used in the manuscript entitled 'Sediment resuspension under wind-driven waves and currents: Numerical simulations guided by direct observations along the Dead Sea shore'
DOI: 10.15468/dl.q4fepz
title: Occurrence Download

description: A dataset containing 327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Germany, Netherlands, Austria, Switzerland, United Kingdom of Great Britain and Northern Ireland, Luxembourg, Belgium)",
 "TaxonKey is Microdynerus exilis Herrich-Schäffer, 1839"
 ]
}

 The dataset includes 327 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024771-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rb2gp4ws6r
title: Data for FDI & SP

description: Soft power scores and FDI inward flows for a balanced sample of developing and developed countries
DOI: 10.17632/rb2gp4ws6r.1
title: Data for FDI & SP

description: Soft power scores and FDI inward flows for a balanced sample of developing and developed countries
DOI: 10.15468/dl.yfz68g
title: Occurrence Download

description: A dataset containing 350 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Germany, Switzerland, Austria, Netherlands, Luxembourg)",
 "TaxonKey is Microdynerus nugdunensis (de Saussure, 1856)"
 ]
}

 The dataset includes 350 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024773-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wgxks376bw.1
title: What are the Impacts of Gamma Irradiation on the Sterilization of Polymeric Mats Containing Natural Extracts?

description: The bioactives of propolis extracts were electrospun with PCL, and were analyzed before and after sterilization by gamma radiation.
DOI: 10.17632/fdp9rjpfxs.1
title: Heat stress impacts the gut microbiome of Atlantic salmon by promoting growth of Vibrionaceae and is associated with extensive cast production

description: Data for a study examining the changes in the microbiome of Atlantic salmon caused by thermal stress. Data deposited includes sample information, metadata, sequence data, qPCR data, Primer 7 files. Access to Galaxy Australia data analysis (DADA2 processing) is at these links:
https://usegalaxy.org.au/u/psychroflexus/h/eaf-trial-1-2016
https://usegalaxy.org.au/u/psychroflexus/h/eaf-trial-2-2017
https://usegalaxy.org.au/u/psychroflexus/h/eaf-trial-3-2019
DOI: 10.17632/hr6kvn9y4h.1
title: Patient Adapted Paternalism for Endomyocardial Biopsy Policy Changes in Heart Transplantation: A Mixed-Methods Study

description: Endomyocardial biopsies (EMB) are invasive procedures performed in heart transplant (HTx) patients for surveillance of acute rejection. However, patient preferences for replacing EMBs with novel noninvasive assays, such as donor-derived cell-free DNA (dd-cfDNA), are unknown. A mixed-methods design was used with 28 semi-structured patient interviews and 119 self-administered online survey questionnaires in English and Spanish between January to June 2023. Additionally, we performed semi-structured interviews with 18 HTx providers. Three dominant themes were identified: alleviating patient anxiety and distress, consistent patient-provider communication, and strong interpersonal trust with HTx providers. We found that strong interpersonal trust with HTx providers by the patients was more highly prioritized than their own opinions on whether to replace EMBs with noninvasive assays. Thus, HTx patients often considered surveillance EMBs important to their care (93%), based on the recommendations provided by their HTx providers. HTx physician participants stated that more clinical trials were needed prior to replacing surveillance EMBs with novel noninvasive assays. In conclusion, patients identified strong interpersonal trust with HTx providers to justify patient adapted paternalism, where the provider decides in accordance with the patient’s situation, as their preferred shared decision-making paradigm when considering institutional policy on surveillance EMBs.
DOI: 10.12770/1edf0153-b1d9-489f-9401-3592d5a3535f
title: Presence and absence of Madrepora oculata in the Lacaze-Duthiers Canyon, at a 5-m resolution

description: This dataset is a wgs84 shapefile of 1546 presence and absence of Madrepora oculata in the Lacaze-Duthiers Canyon, at a 5-m resolution. It was scaled to match the 5-m resolution of the bathymetry used for the Habitat Suitable Modeling.
This dataset is produce in the framework of the European H2020 project REDRESS (Restoration of Deep-Sea Habitats to Rebuild European Seas https://redress-project.eu/ Grant Agreement No 101135492).
This dataset is related to the article “Mapping and Conservation of Cold-Water Corals in the Lacaze-Duthiers Canyon for Transboundary Management” submitted to Mediterranean Marine Science by Fabri et al. in 2025.
DOI: 10.17632/hr6kvn9y4h.2
title: Patient and Provider Perspectives for Acute Rejection Surveillance Policy Changes in Heart Transplantation: A Mixed-Methods Study

description: Endomyocardial biopsies (EMB) are invasive procedures performed in heart transplant (HTx) patients for acute rejection surveillance. While EMB remains the reference standard, novel noninvasive assays, such as donor-derived cell-free DNA (dd-cfDNA), have been adopted by some centers to reduce the number of EMBs post-HTx. However, patient experience of EMBs and preferences for acute rejection surveillance are unknown. A mixed-methods design was used with 28 semi-structured patient interviews and 119 self-administered online survey questionnaires between January to June 2023. Additionally, we performed semi-structured interviews with 18 HTx providers. We identified three themes: patient anxiety associated with EMBs, consistent patient-provider communication related to EMBs, and trust in providers for choosing the acute rejection surveillance strategy. Thus, we conclude HTx patients trust their providers for determining the most appropriate policy for acute rejection surveillance. However, providers also indicated the need for more clinical trial evidence prior to changing the institutional policy for EMBs.
DOI: 10.15468/dl.6ycvrc
title: Occurrence Download

description: A dataset containing 592 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.08257 42.47593,0.34582 40.80673,0.33102 40.26709,0.70086 40.14281,3.43761 41.85092,3.31926 42.53046,3.08257 42.47593))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aplysina aerophoba (Nardo, 1833)"
 ]
}

 The dataset includes 592 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024775-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/jt56fcysvj.1
title: Iranian date fruits ripeness classification and synthetic image generation

description: Dataset of color images of Iranian dates of the Berhi variety. The images correspond to three different stages of ripeness of the dates: Khalal (unripe dates), Rotab (ripe) and Tamar (overripe). The challenge is to develop an accurate and fast method for classifying the images. Original images of date fruits were captured at a resolution of 883x556 pixels in Iranian date orchards. Prior to model ingestion, each image was pre-processed by cropping it to a standardized 256x256 pixel square. There are 50 images for each class, making a total of 150 images.

The dataset also contains synthetic images. In this case, the challenge is to develop a method for generating realistic date images in the three stages. The synthetic images were generated using StyleGAN3, with horizontal flipping applied during training to increase data diversity. There are 480 synthetic images for each class, making a total of 1440 images.

The images are organized in three folders:
- Original. Contains the original images captured in 883x556 pixels in JPG format.
- Preprocessed. Contains the images cropped to 256x256 pixels in JPG format.
- Synthetic. Contains the synthetic images generated with StyleGAN3, with size 256x256 pixels in PNG format.
DOI: 10.12770/0c56f019-5360-4676-b542-61b1e478b0d3
title: Presence and absence of Desmophyllum pertusum (syn. Lophelia pertusa) in the Lacaze-Duthiers Canyon, at a 5-m resolution

description: This dataset is a wgs84 shapefile of 988 presence and absence of Desmophyllum pertusum (syn. Lophelia pertusa) in the Lacaze-Duthiers Canyon, at a 5-m resolution. It was scaled to match the 5-m resolution of the bathymetry used for the Habitat Suitable Modeling.
This dataset is produce in the framework of the European H2020 project REDRESS (Restoration of Deep-Sea Habitats to Rebuild European Seas https://redress-project.eu/ Grant Agreement No 101135492).
This dataset is related to the article “Mapping and Conservation of Cold-Water Corals in the Lacaze-Duthiers Canyon for Transboundary Management” submitted to Mediterranean Marine Science by Fabri et al. in 2025.
DOI: 10.17632/5w6m44smsp.1
title: Sustainable luxury value research

description: This data was collected to analyze consumer responses to sustainable luxury.
DOI: 10.15468/dl.xw68br
title: Occurrence Download

description: A dataset containing 294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ormosia coccinea (Aubl.) Jacks.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 294 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024774-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.12770/2c683158-d02b-460f-a60a-e748c593279f
title: Presence and absence of cold-water coral in the Lacaze-Duthiers Canyon, at a 10-m resolution

description: This dataset is a wgs84 shapefile of 1465 presence and absence of cold-water corals (Scleractinaria Madrepora oculata and Desmophylum pertusum, syn. Lophelia pertusa) in the Lacaze-Duthiers Canyon, at a 10-m resolution. It was scaled to match the 10-m resolution of the bathymetry used for the Habitat Suitable Modeling.
This dataset is produce in the framework of the European H2020 project REDRESS (Restoration of Deep-Sea Habitats to Rebuild European Seas https://redress-project.eu/ Grant Agreement No 101135492).
This dataset is related to the article “Mapping and Conservation of Cold-Water Corals in the Lacaze-Duthiers Canyon for Transboundary Management” submitted to Mediterranean Marine Science by Fabri et al. in 2025.
DOI: 10.6084/m9.figshare.28650482
title: adata_for_tuto_s1_nichevi.h5ad

description: Dataset for the NicheVI tutorial on scvi-tools
DOI: 10.17632/xckbdxyp6n.1
title: Hailey Hailey_Figure S1 & S2

description: Figure S1: Hailey-Hailey disease. Erythematous plaque with erosions on the neck and shoulder.

Figure S2: Hailey-Hailey disease. Hematoxylin and eosin stain, demonstrating suprabasal acantholysis with a characteristic “dilapidating brick wall” appearance.
DOI: 10.17632/6vwmg6yjkg.1
title: login.xlsx

description: The Login Dataset contains structured user information, including Name, Email, and Contact Number, designed for authentication, user management, and data analysis. This dataset can be used in applications like user verification, CRM systems, and customer segmentation. It provides a foundation for implementing authentication mechanisms and analyzing user behavior.
DOI: 10.12770/f425108e-1b7d-4a3c-aae2-7942d42b56ca
title: Hydrodynamic variables at 5-m resolution in the Lacaze-Duthiers Canyon, below130 m depth

description: Bottom hydrodynamic variables (Temperature, Salinity, Current velocitiy) were derived from the near-seafloor hydrodynamic dataset modeled using SYMPHONIE (https://www.seanoe.org/data/00943/105472/). Extreme percentiles (1%, 99%) of bottom temperature and salinity, as well as (95%, 99%) of bottom currents were interpolated to produce rasters 5-m resolution. Additionally, salinity and temperature amplitude rasters (Ampli-T ; Ampli-S) were created by subtracting T01 from T99 and S01 from S99. The dataset is composed of eight rasters.
Only data below 130 m depth were retained, focused on the Lacaze-Duthiers Canyon. 
This dataset was produced to assess the probable distribution of habitats (habitat suitability modeling) for cold-water corals in the Lacaze-Duthiers Canyon at different resolutions as part of the European H2020 project REDRESS (Restoration of Deep-Sea Habitats to Rebuild European Seas, https://redress-project.eu/, Grant Agreement No. 101135492).
SYMPHONIE is a component of the national service SIROCCO (research infrastructure ILICO).
This dataset is related to the article "Mapping and Conservation of Cold-Water Corals in the Lacaze-Duthiers Canyon for Transboundary Management", submitted to Mediterranean Marine Science by Fabri et al. in 2025.
DOI: 10.15468/dl.mnz79g
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "TaxonKey is Trypoxylon attenuatum F.Smith, 1851"
 ]
}

 The dataset includes 108 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024777-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7529y
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Germany, Austria, Netherlands)",
 "TaxonKey is Nitela borealis Valkeila, 1974"
 ]
}

 The dataset includes 149 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024776-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15065083
title: alarm_AI_model_nissatech

description: An example of an alarm generated by the AI model application developed by the Nissatech partner to detect anomalies in the EAF for steel use case.
DOI: 10.5281/zenodo.15065084
title: alarm_AI_model_nissatech

description: An example of an alarm generated by the AI model application developed by the Nissatech partner to detect anomalies in the EAF for steel use case.
DOI: 10.15468/dl.juk4nn
title: Occurrence Download

description: A dataset containing 2793 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bactrocera correcta (Bezzi, 1916)"
 ]
}

 The dataset includes 2793 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024778-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fk8e43
title: Occurrence Download

description: A dataset containing 1033 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "TaxonKey is Sceliphron curvatum (F.Smith, 1870)"
 ]
}

 The dataset includes 1033 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024779-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2tan24
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ormosia elata Rudd)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 28 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024780-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/dncvryz4x8
title: ADANIPORTS.csv

description: This dataset contains the Stock Prices of the ADANI Stock which includes several attributes such as Date, Series, Open, High, Low, Last, Close, VWAP (Volume weighted Average Price), Turnover of the stock, Deliverable Volume, %Deliverable
DOI: 10.17632/dncvryz4x8.1
title: ADANIPORTS.csv

description: This dataset contains the Stock Prices of the ADANI Stock which includes several attributes such as Date, Series, Open, High, Low, Last, Close, VWAP (Volume weighted Average Price), Turnover of the stock, Deliverable Volume, %Deliverable
DOI: 10.12770/a6e2a978-7f85-4054-ab63-c71478a228cb
title: Hydrodynamic variables at 10-m resolution in the Lacaze-Duthiers Canyon, below130 m depth

description: Bottom hydrodynamic variables (Temperature, Salinity, Current velocitiy) were derived from the near-seafloor hydrodynamic dataset modeled using SYMPHONIE (https://www.seanoe.org/data/00943/105472/). Extreme percentiles (1%, 99%) of bottom temperature and salinity, as well as (95%, 99%) of bottom currents were interpolated to produce rasters 10-m resolution. Additionally, salinity and temperature amplitude rasters (Ampli-T ; Ampli-S) were created by subtracting T01 from T99 and S01 from S99. The data is composed of eight rasters.
Only data below 130 m depth were retained, focused on the Lacaze-Duthiers Canyon. 
This dataset was produced to assess the probable distribution of habitats (habitat suitability modeling) for cold-water corals in the Lacaze-Duthiers Canyon at different resolutions as part of the European H2020 project REDRESS (Restoration of Deep-Sea Habitats to Rebuild European Seas, https://redress-project.eu/, Grant Agreement No. 101135492).
SYMPHONIE is a component of the national service SIROCCO (research infrastructure ILICO).
This dataset is related to the article "Mapping and Conservation of Cold-Water Corals in the Lacaze-Duthiers Canyon for Transboundary Management", submitted to Mediterranean Marine Science by Fabri et al. in 2025.
DOI: 10.17632/rxvfxkr6v9.1
title: Faraguna_Pena_Kantarci_STAR Protocols

description: RNAscope images shows the expression of Nav1.6 (C3), Nav1.7(C1) and Nav1.8(C2) in DRG neurons isolated using the protocol described here, cultured for 9 days in vitro (DIV), and either treated with DMSO (0.01%) or 1 uM 16,16-dimethyl PGE2 (dmPGE2)—a PGE2 derivative that is resistant to degradation on DIV8 for 16-24 h. dmPGE2 increases the expression of indicated voltage-gated sodium channels as discussed in our referenced publication ( PMID: 39142281). These images are added in relation to our protocol that describes purification of dorsal root ganglion neurons in highly pure cultures. Isolated DRG neurons can be stained using in situ hybridization, RNAscope, as shown in these example images.