cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/mklrll
title: Pigeon River (East) Ontario. 1:50,000. Map Sheet 052A04, ed. 1, 1959

description: This is a georeferenced raster image of a printed paper map of the Pigeon River, Ontario / United States region (Sheet No. 052A04), published in 1959. It is the first edition in a series of maps, which show both natural and man-made features such as relief, spot heights, administrative boundaries, secondary and side roads, railways, trails, wooded areas, waterways including lakes, rivers, streams and rapids, bridges, buildings, mills, power lines, terrain, and land formations. This map was published in 1959. Maps were produced by Natural Resources Canada (NRCan) and it's preceding agencies, in partnership with other government agencies. &lt;b&gt;Please note:&lt;/b&gt; image / survey capture dates can span several years, and some details may have been updated later than others. Please consult individual map sheets for detailed production information, which can be found in the bottom left hand corner. Original maps were digitally scanned by McGill Libraries in partnership with Canadiana.org, and georeferencing for the maps was provided by the University of Toronto Libraries and Eastview Corporation.
description: National Topographic System
description: EPSG Code: NAD27 / UTM zone 16N (EPSG:26716)
description: Maps were produced with the cooperation of various Federal Government Agencies starting in the 1940s and continuing into the present. The map series provides national coverage of Canada, and is based on the National Topographic System (NTS). Each 1:50 000 scale map covers an area approximately 1,000 square kilometres. Levels of government as well as private business use maps at this scale for flood control, forest fire control, real estate planning, development of natural resources, environmental issues, right-of-way, highway planning, and depiction of crop areas.
DOI: 10.5683/sp3/4dwxz0
title: Pigeon River (West) Ontario. 1:50,000. Map Sheet 052A04, ed. 1, 1959

description: This is a georeferenced raster image of a printed paper map of the Pigeon River, Ontario / United States region (Sheet No. 052A04), published in 1959. It is the first edition in a series of maps, which show both natural and man-made features such as relief, spot heights, administrative boundaries, secondary and side roads, railways, trails, wooded areas, waterways including lakes, rivers, streams and rapids, bridges, buildings, mills, power lines, terrain, and land formations. This map was published in 1959. Maps were produced by Natural Resources Canada (NRCan) and it's preceding agencies, in partnership with other government agencies. &lt;b&gt;Please note:&lt;/b&gt; image / survey capture dates can span several years, and some details may have been updated later than others. Please consult individual map sheets for detailed production information, which can be found in the bottom left hand corner. Original maps were digitally scanned by McGill Libraries in partnership with Canadiana.org, and georeferencing for the maps was provided by the University of Toronto Libraries and Eastview Corporation.
description: National Topographic System
description: Maps were produced with the cooperation of various Federal Government Agencies starting in the 1940s and continuing into the present. The map series provides national coverage of Canada, and is based on the National Topographic System (NTS). Each 1:50 000 scale map covers an area approximately 1,000 square kilometres. Levels of government as well as private business use maps at this scale for flood control, forest fire control, real estate planning, development of natural resources, environmental issues, right-of-way, highway planning, and depiction of crop areas.
description: EPSG Code: NAD27 / UTM zone 16N (EPSG:26716)
DOI: 10.5683/sp3/dswjas
title: Pigeon River (East) Ontario. 1:50,000. Map Sheet 052A04, ed. 2, 1961

description: This is a georeferenced raster image of a printed paper map of the Pigeon River, Ontario / United States region (Sheet No. 052A04), published in 1961. It is the second edition in a series of maps, which show both natural and man-made features such as relief, spot heights, administrative boundaries, secondary and side roads, railways, trails, wooded areas, waterways including lakes, rivers, streams and rapids, bridges, buildings, mills, power lines, terrain, and land formations. This map was published in 1961 and the information on the map is current as of 1952. Maps were produced by Natural Resources Canada (NRCan) and it's preceding agencies, in partnership with other government agencies. &lt;b&gt;Please note:&lt;/b&gt; image / survey capture dates can span several years, and some details may have been updated later than others. Please consult individual map sheets for detailed production information, which can be found in the bottom left hand corner. Original maps were digitally scanned by McGill Libraries in partnership with Canadiana.org, and georeferencing for the maps was provided by the University of Toronto Libraries and Eastview Corporation.
description: National Topographic System
description: Maps were produced with the cooperation of various Federal Government Agencies starting in the 1940s and continuing into the present. The map series provides national coverage of Canada, and is based on the National Topographic System (NTS). Each 1:50 000 scale map covers an area approximately 1,000 square kilometres. Levels of government as well as private business use maps at this scale for flood control, forest fire control, real estate planning, development of natural resources, environmental issues, right-of-way, highway planning, and depiction of crop areas.
description: EPSG Code: NAD27 / UTM zone 16N (EPSG:26716)
DOI: 10.5683/sp3/dhw6vy
title: Pigeon River (West) Ontario. 1:50,000. Map Sheet 052A04, ed. 2, 1961

description: This is a georeferenced raster image of a printed paper map of the Pigeon River, Ontario / United States region (Sheet No. 052A04), published in 1961. It is the second edition in a series of maps, which show both natural and man-made features such as relief, spot heights, administrative boundaries, secondary and side roads, railways, trails, wooded areas, waterways including lakes, rivers, streams and rapids, bridges, buildings, mills, power lines, terrain, and land formations. This map was published in 1961 and the information on the map is current as of 1952. Maps were produced by Natural Resources Canada (NRCan) and it's preceding agencies, in partnership with other government agencies. &lt;b&gt;Please note:&lt;/b&gt; image / survey capture dates can span several years, and some details may have been updated later than others. Please consult individual map sheets for detailed production information, which can be found in the bottom left hand corner. Original maps were digitally scanned by McGill Libraries in partnership with Canadiana.org, and georeferencing for the maps was provided by the University of Toronto Libraries and Eastview Corporation.
description: National Topographic System
description: Maps were produced with the cooperation of various Federal Government Agencies starting in the 1940s and continuing into the present. The map series provides national coverage of Canada, and is based on the National Topographic System (NTS). Each 1:50 000 scale map covers an area approximately 1,000 square kilometres. Levels of government as well as private business use maps at this scale for flood control, forest fire control, real estate planning, development of natural resources, environmental issues, right-of-way, highway planning, and depiction of crop areas.
description: EPSG Code: NAD27 / UTM zone 16N (EPSG:26716)
DOI: 10.15468/dl.cxvxhg
title: Occurrence Download

description: A dataset containing 1263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Leucopternis"
 ]
}

 The dataset includes 1263 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046547-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18301584
title: Pseudibatia surgens Malme. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:53
DOI: 10.5281/zenodo.18301585
title: Pseudibatia surgens Malme. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:53
DOI: 10.15468/dl.g86ysx
title: Occurrence Download

description: A dataset containing 1975 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pleurotus eryngii"
 ]
}

 The dataset includes 1975 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020758-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5cp4ad
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((99.104 8.986079, 99.032871 8.980506999999999, 98.963499 8.963927, 98.897599 8.936750999999999, 98.836798 8.899647999999999, 98.782595 8.853535000000001, 98.73632600000001 8.799550999999999, 98.699129 8.739027999999999, 98.67191699999999 8.673458999999999, 98.655356 8.604461000000001, 98.64984699999999 8.533734000000001, 98.65552099999999 8.46302, 98.672231 8.394059, 98.699561 8.328547, 98.736834 8.268096999999999, 98.783129 8.214194000000001, 98.837306 8.168162000000001, 98.898031 8.131131999999999, 98.963813 8.104012000000001, 99.033036 8.08747, 99.104 8.081910000000001, 99.174964 8.08747, 99.244187 8.104012000000001, 99.309969 8.131131999999999, 99.370694 8.168162000000001, 99.424871 8.214194000000001, 99.471166 8.268096999999999, 99.508439 8.328547, 99.535769 8.394059, 99.55247900000001 8.46302, 99.558153 8.533734000000001, 99.552644 8.604461000000001, 99.536083 8.673458999999999, 99.508871 8.739027999999999, 99.47167399999999 8.799550999999999, 99.425405 8.853535000000001, 99.371202 8.899647999999999, 99.310401 8.936750999999999, 99.244501 8.963927, 99.175129 8.980506999999999, 99.104 8.986079))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020759-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eknp7r
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crepis blattarioides, Crepis blattarioides, Crepis conyzifolia, Crepis conyzifolia)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 78 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020760-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18301597
title: Pseudognaphalium Kirp. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:53
DOI: 10.5281/zenodo.18301598
title: Pseudognaphalium Kirp. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:53
DOI: 10.5281/zenodo.7068380
title: TWAS models for eQTLGen

description: TWAS models based on eQTLGen summary statistics. Instructions on how these weights can be used for TWAS can be found here: TBC.

Please cite:



Study describing how the TWAS models were generated: https://doi.org/10.1101/2022.11.23.517213

Original study for eQTLGen in which the eQTL summary statistics were generated: https://doi.org/10.1038/s41588-021-00913-z


Contact Oliver Pain for further information (oliver.pain@kcl.ac.uk).
DOI: 10.5281/zenodo.7068381
title: TWAS models for eQTLGen

description: TWAS models based on eQTLGen summary statistics. Instructions on how these weights can be used for TWAS can be found here: TBC.

Please cite:



Study describing how the TWAS models were generated: https://doi.org/10.1101/2022.11.23.517213

Original study for eQTLGen in which the eQTL summary statistics were generated: https://doi.org/10.1038/s41588-021-00913-z


Contact Oliver Pain for further information (oliver.pain@kcl.ac.uk).
DOI: 10.5281/zenodo.18301461
title: DOME Registry Archived Dataset

description: Abstract This dataset is a comprehensive, time-stamped snapshot of the public DOME Registry database (registry.dome-ml.org). The DOME Registry stores annotations for supervised machine learning methods in biology, adhering to the community-wide recommendations for Data, Optimization, Model, and Evaluation (DOME).

Methodology This snapshot was generated using the "DOME Registry Downloader" tool. It queries the official DOME API (https://registry.dome-ml.org/api/review) to retrieve all public records, handling pagination and aggregation into a single structured file.

Content The dataset includes two files:





DOME_Registry_Download_[YYYYMMDD].json: The complete list of registry records in JSON format. Each record contains metadata regarding the ML study's data handling, optimization parameters, model architecture, and evaluation metrics.




DOME_Registry_Metadata_[YYYYMMDD].json: Technical metadata regarding the download process (timestamp, total record count, and file size).



Purpose This entry serves as a permanent, archival record of the registry state on the specified date. It is intended for researchers conducting meta-analyses on ML reporting standards or those requiring an offline version of the registry for reproducibility.
DOI: 10.5518/1632
title: Capturing the Impact of Protein Unfolding on the Dynamic Assembly of Protein Networks. [Dataset].

description: The rapid assembly of molecular or nanoscale building blocks into extended arrays is crucial to the construction of functional networks in vivo and in vitro, depending on various factors. One factor seldom considered is the dynamic changes of the building block shape. Folded protein building blocks offer a unique system to investigate dynamic shape changes due to their intrinsic ability to change from a compact and specific folded structure to an extended unfolded structure in response to a perturbation such as force. Here, we use photochemically cross-linked folded protein hydrogels constructed from force labile protein building blocks as a model dynamic shape-changing network system and characterise them by combining time-resolved rheology and small-angle x-ray scattering (SAXS). This approach probes both the load-bearing network structures, using rheology, and network architectures, using SAXS, thereby providing a cross-length scale understanding of the network formation. We propose a triple assembly model for the structural evolution of networks constructed from force labile protein building block consisting of: primary formation where monomeric folded proteins create the preliminary protein network scaffold; a subsequent secondary formation phase, where larger oligomers of protein diffuse to join the preliminary network scaffold; and finally in situ unfolding and relaxation which leads to the mature network structure of connected larger and denser fractal-like clusters. The time-resolved SAXS data provides evidence that protein unfolding occurs on the edges of the fractal-like clusters, resulting in a population of unfolded proteins in the inter-cluster space between clusters. Identifying the key stages of assembly in protein networks constructed from force labile proteins provides a greater understanding of the importance of protein unfolding in hierarchical biomechanics in vivo and creates future opportunities to develop bespoke biomaterials for novel biomedical applications.
DOI: 10.6084/m9.figshare.29336132.v1
title: Lua-Performance-Paper.zip

description: Lua is a scripting language that is widely utilized for extending applications, being used in industrial, gaming, and networking applications. In some studies, Lua was ranked as one of the least efficient languages, in terms of energy consumption, execution time, and memory management. With our study, we analyzed the most relevant interpreters, compilers and versions of the Lua language, and we measured their performance using the most adequate benchmark for our objectives. The results of this study show that LuaJIT is currently the best Lua compiler, making Lua one of the best scripting languages in terms of its overall performance, being relatively close to C, as it consumes just 9 times more energy and is only 4 times slower.
DOI: 10.7910/dvn/hflydm
title: Net Productive Entrepreneurship: State and MSA-Level Indices, 2002—2019

description: This dataset includes measures of productive, unproductive, and net productive entrepreneurship at the metropolitan statistical area annually from 2002 to 2019. The academic paper under the same title (Net Productive Entrepreneurship: State and MSA-Level Indices, 2002—2019) provides complete details on the variable construction.
DOI: 10.6084/m9.figshare.27324024
title: The FreeDom Face Set: Faces Transformed in Perceived Dominance

description: <b>Summary</b>. Images are of 20 adult faces, 10 male and 10 female, which have been transformed +/- 50% and +/- 75% in apparent dominance. Image resolution is 300x300 pixels at 96dpi. These are made available here for research use with attribution to the author. Further images and template files (.tem), including those at higher image resolution, may be accessed by contacting the author directly.<b>Original image source. </b>Thirty-four faces of Caucasian males and thirty faces of Caucasian females were obtained from the Face Research Lab London Set (DeBruine & Jones, 2017). These images were made available for research and commercial purposes with attribution under CC BY 4.0.The author would like to acknowledge the contribution of KJ Hughes in assisting in the collection of validation data.
DOI: 10.6084/m9.figshare.27324024.v2
title: The FreeDom Face Set: Faces Transformed in Perceived Dominance

description: <b>Summary</b>. Images are of 20 adult faces, 10 male and 10 female, which have been transformed +/- 50% and +/- 75% in apparent dominance. Image resolution is 300x300 pixels at 96dpi. These are made available here for research use with attribution to the author. Further images and template files (.tem), including those at higher image resolution, may be accessed by contacting the author directly.<b>Original image source. </b>Thirty-four faces of Caucasian males and thirty faces of Caucasian females were obtained from the Face Research Lab London Set (DeBruine & Jones, 2017). These images were made available for research and commercial purposes with attribution under CC BY 4.0.The author would like to acknowledge the contribution of KJ Hughes in assisting in the collection of validation data.
DOI: 10.6084/m9.figshare.27324024.v3
title: The FreeDom Face Set: Faces Transformed in Perceived Dominance

description: <b>Summary</b>. Images are of 20 adult faces, 10 male and 10 female, which have been transformed +/- 50% and +/- 75% in apparent dominance. Image resolution is 300x300 pixels at 96dpi. These are made available here for research use with attribution to the author. Further images and template files (.tem), including those at higher image resolution, may be accessed by contacting the author directly.<b>Original image source. </b>Thirty-four faces of Caucasian males and thirty faces of Caucasian females were obtained from the Face Research Lab London Set (DeBruine & Jones, 2017). These images were made available for research and commercial purposes with attribution under CC BY 4.0.The author would like to acknowledge the contribution of KJ Hughes in assisting in the collection of validation data.
DOI: 10.5281/zenodo.18301512
title: TA'LIM-TARBIYA JARAYONIDA INNOVATSION TEXNOLOGIYALARNI JORIY ETISH

description: Mazkur ilmiy maqolada ta’lim-tarbiya jarayonida innovatsion texnologiyalarni joriy etishning ilmiy-nazariy asoslari hamda amaliy ahamiyati yoritilgan. Tadqiqot jarayonida zamonaviy pedagogik, raqamli va axborot-kommunikatsiya texnologiyalarining ta’lim sifati va samaradorligiga ta’siri tahlil qilindi. Pedagogik tajriba-sinov ishlari, so‘rovnoma va taqqoslash metodlari asosida innovatsion texnologiyalar o‘quvchilarning bilimlarni o‘zlashtirish darajasi, mustaqil fikrlashi va raqamli kompetensiyalarini oshirishda muhim omil ekanligi aniqlandi.
DOI: 10.5281/zenodo.18301513
title: TA'LIM-TARBIYA JARAYONIDA INNOVATSION TEXNOLOGIYALARNI JORIY ETISH

description: Mazkur ilmiy maqolada ta’lim-tarbiya jarayonida innovatsion texnologiyalarni joriy etishning ilmiy-nazariy asoslari hamda amaliy ahamiyati yoritilgan. Tadqiqot jarayonida zamonaviy pedagogik, raqamli va axborot-kommunikatsiya texnologiyalarining ta’lim sifati va samaradorligiga ta’siri tahlil qilindi. Pedagogik tajriba-sinov ishlari, so‘rovnoma va taqqoslash metodlari asosida innovatsion texnologiyalar o‘quvchilarning bilimlarni o‘zlashtirish darajasi, mustaqil fikrlashi va raqamli kompetensiyalarini oshirishda muhim omil ekanligi aniqlandi.
DOI: 10.5281/zenodo.18301544
title: निराला के काव्य में स्त्री विमर्श का स्वरूप- स्ंतोष कुमार मिश्र, डा0 सीमा सिंह

description: सूर्यकांत त्रिपाठी ‘निराला’हिंदी साहित्य के उन अग्रणी कवियों में हैं, जिन्होंने स्त्री को करुणा, विद्रोह, स्वाभिमान और मानवीय गरिमा के साथ प्रस्तुत किया। उनके काव्य में स्त्री केवल प्रेमिका या सौंदर्य की वस्तु नहीं, बल्कि सामाजिक अन्याय से संघर्ष करती, चेतन और आत्मसम्मान से युक्त मानव सत्ता है। प्रस्तुत शोध-पत्र में निराला के काव्य में स्त्री विमर्श के स्वरूप, उसकी वैचारिक पृष्ठभूमि, काव्यात्मक अभिव्यक्तियाँ और सामाजिक प्रासंगिकता का विश्लेषण किया गया है।
DOI: 10.5281/zenodo.18301543
title: निराला के काव्य में स्त्री विमर्श का स्वरूप- स्ंतोष कुमार मिश्र, डा0 सीमा सिंह

description: सूर्यकांत त्रिपाठी ‘निराला’हिंदी साहित्य के उन अग्रणी कवियों में हैं, जिन्होंने स्त्री को करुणा, विद्रोह, स्वाभिमान और मानवीय गरिमा के साथ प्रस्तुत किया। उनके काव्य में स्त्री केवल प्रेमिका या सौंदर्य की वस्तु नहीं, बल्कि सामाजिक अन्याय से संघर्ष करती, चेतन और आत्मसम्मान से युक्त मानव सत्ता है। प्रस्तुत शोध-पत्र में निराला के काव्य में स्त्री विमर्श के स्वरूप, उसकी वैचारिक पृष्ठभूमि, काव्यात्मक अभिव्यक्तियाँ और सामाजिक प्रासंगिकता का विश्लेषण किया गया है।
DOI: 10.5518/1631
title: Dataset for "CuCo Carbon Aerogel as a Bifunctional Cathode for Electro-Fenton Processes: Unveiling Synergistic Effects and Catalytic Mechanisms"

description: This is the abstract dataset for the manuscript that is published, including data of degradation performance and material characterization.