cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.d7rv4j
title: Occurrence Download

description: A dataset containing 1200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Morus alba L.",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1200 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081716-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71929/rubin/2570320
title: Legacy Survey of Space and Time Data Preview 1: dia_object_forced_source dataset type

description: The Legacy Survey of Space and Time Data Preview 1 (DP1) is the first release of data from the NSF-DOE Vera C. Rubin Observatory. It consists of raw and calibrated single-epoch images, co-adds, difference images, detection catalogs, and other derived data products. DP1 is based on 1792 science-grade optical/near-infrared exposures acquired over 48 distinct nights by the Rubin Commissioning Camera, LSSTComCam, on the Simonyi Survey Telescope at the Summit Facility on Cerro Pachón, Chile during the first on-sky commissioning campaign in late 2024. DP1 covers a total of approximately 15 sq. deg. over seven roughly equally-sized non-contiguous fields, each independently observed in six broad photometric bands, ugrizy, spanning a range of stellar densities and latitudes and overlapping with external reference datasets.

This dataset is a subset of the full data release consisting of the dia_object_forced_source dataset type. These are forced measurements in visit and difference images, at the coordinates of all DIA objects. This release contains 597 datasets of this type.
DOI: 10.15468/dl.3ftya4
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Morus alba L.",
 "Country is Montenegro",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081717-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ph34sn8gdx
title: Explicit and Implicit Representation of Reward Value in Cocaine Use Disorder (CUD): A Mouse Kinematic Study on Intertemporal Decision-Making

description: Background: Cocaine Use Disorder (CUD) is a chronic condition with implications on cognitive functions such as decision-making and impulse control. Intertemporal choice paradigms, measuring temporal discounting, offer insight into decision-making of addictive behaviors; mouse kinematics, a process-tracing method, provide a deeper understanding of decision dynamics. Here, mouse kinematics was implemented with the aim to investigate the intertemporal decision-making in CUD patients compared to healthy controls (HC), and to explore the relation between decision-making biases and clinical measures.
Methods: mouse kinematics recorded during an intertemporal choice task was administered in 36 CUD patients and 34 healthy matched controls. Participants also underwent a complete psychiatric and neuropsychological evaluation. 
Results: In line with previous literature, results revealed higher discount rates in the CUD group. Mouse kinematics was able to discriminate among groups, with CUD patients display straighter trajectories for immediate choices and edge-curved ones for future ones. Further, a series of associations have been found between discount rates, kinematic measures and clinical indices. Conclusion: Overall, these results hold important implications and relevant insights for tailored therapeutic interventions, relapses prediction, and neurobiological classification of addictive disorders.
DOI: 10.17632/ph34sn8gdx.1
title: Explicit and Implicit Representation of Reward Value in Cocaine Use Disorder (CUD): A Mouse Kinematic Study on Intertemporal Decision-Making

description: Background: Cocaine Use Disorder (CUD) is a chronic condition with implications on cognitive functions such as decision-making and impulse control. Intertemporal choice paradigms, measuring temporal discounting, offer insight into decision-making of addictive behaviors; mouse kinematics, a process-tracing method, provide a deeper understanding of decision dynamics. Here, mouse kinematics was implemented with the aim to investigate the intertemporal decision-making in CUD patients compared to healthy controls (HC), and to explore the relation between decision-making biases and clinical measures.
Methods: mouse kinematics recorded during an intertemporal choice task was administered in 36 CUD patients and 34 healthy matched controls. Participants also underwent a complete psychiatric and neuropsychological evaluation. 
Results: In line with previous literature, results revealed higher discount rates in the CUD group. Mouse kinematics was able to discriminate among groups, with CUD patients display straighter trajectories for immediate choices and edge-curved ones for future ones. Further, a series of associations have been found between discount rates, kinematic measures and clinical indices. Conclusion: Overall, these results hold important implications and relevant insights for tailored therapeutic interventions, relapses prediction, and neurobiological classification of addictive disorders.
DOI: 10.71929/rubin/2570321
title: Legacy Survey of Space and Time Data Preview 1: ForcedSourceOnDiaObject searchable catalog

description: The Legacy Survey of Space and Time Data Preview 1 (DP1) is the first release of data from the NSF-DOE Vera C. Rubin Observatory. It consists of raw and calibrated single-epoch images, co-adds, difference images, detection catalogs, and other derived data products. DP1 is based on 1792 science-grade optical/near-infrared exposures acquired over 48 distinct nights by the Rubin Commissioning Camera, LSSTComCam, on the Simonyi Survey Telescope at the Summit Facility on Cerro Pachón, Chile during the first on-sky commissioning campaign in late 2024. DP1 covers a total of approximately 15 sq. deg. over seven roughly equally-sized non-contiguous fields, each independently observed in six broad photometric bands, ugrizy, spanning a range of stellar densities and latitudes and overlapping with external reference datasets.

This dataset is a subset of the full data release consisting of a searchable catalog named ForcedSourceOnDiaObject. This catalog contains forced measurements in visit and difference images, at the coordinates of all DIA objects. This catalog contains 196,911,566 rows with 28 columns.
DOI: 10.17632/5mzxvk2c58
title: Microbial necromass carbon dominates the accumulation of soil organic carbon in bedrock-exposed areas of karst regions

description: Our objectives were to 1) elucidate the response patterns of plant- and microbially derived necromass carbon components to bedrock exposure gradients and determine their quantitative contributions to SOC; 2) reveal the potential regulatory pathways of the biological and abiotic factors changed by the outcrop of bedrock on plant-derived and microbially derived carbon, and quantify their importance via machine learning approaches.This data reveals the variations of biological and abiotic elements with the exposure rate of bedrock.
DOI: 10.17632/5mzxvk2c58.1
title: Microbial necromass carbon dominates the accumulation of soil organic carbon in bedrock-exposed areas of karst regions

description: Our objectives were to 1) elucidate the response patterns of plant- and microbially derived necromass carbon components to bedrock exposure gradients and determine their quantitative contributions to SOC; 2) reveal the potential regulatory pathways of the biological and abiotic factors changed by the outcrop of bedrock on plant-derived and microbially derived carbon, and quantify their importance via machine learning approaches.This data reveals the variations of biological and abiotic elements with the exposure rate of bedrock.
DOI: 10.71929/rubin/2570322
title: Legacy Survey of Space and Time Data Preview 1: source dataset type

description: The Legacy Survey of Space and Time Data Preview 1 (DP1) is the first release of data from the NSF-DOE Vera C. Rubin Observatory. It consists of raw and calibrated single-epoch images, co-adds, difference images, detection catalogs, and other derived data products. DP1 is based on 1792 science-grade optical/near-infrared exposures acquired over 48 distinct nights by the Rubin Commissioning Camera, LSSTComCam, on the Simonyi Survey Telescope at the Summit Facility on Cerro Pachón, Chile during the first on-sky commissioning campaign in late 2024. DP1 covers a total of approximately 15 sq. deg. over seven roughly equally-sized non-contiguous fields, each independently observed in six broad photometric bands, ugrizy, spanning a range of stellar densities and latitudes and overlapping with external reference datasets.

This dataset is a subset of the full data release consisting of the source dataset type. These are measurements for detected sources in processed visit images. This release contains 1,786 datasets of this type.
DOI: 10.5066/p1aamruf
title: The influence of fire-fuel feedbacks on boreal forest fire regimes under future climate change

description: This data release contains a set of 21st-century burned-area projections to explicitly account for fire-fuel feedbacks in boreal North America for the years 2010 - 2100. Wildfire regimes in the boreal forest biome of North America are vulnerable to shifts in climate, and significant intensifications in area burned are anticipated under many 21st-century global climate model (GCM) projections. However, fire-fuel feedbacks – or how fire-induced vegetation shifts may limit future climate-induced burning – are generally not accounted for in these projections. Such estimates of future fire activity are consequently relatively unconstrained, representing a key source of uncertainty and therefore of limited use in natural-resource management decisions. This data set aims to address these uncertainties with burned-area projections that include fire-fuel feedbacks in the boreal region of North America.
DOI: 10.15468/dl.744wf3
title: Occurrence Download

description: A dataset containing 1471 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ilex discolor Hemsl."
 ]
}

 The dataset includes 1471 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081719-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/fbkrhr9xkk
title: Interactive-software

description: This is a software for predicting the strength of intermediate crack-induced debonding in FRP strengthened RC beams. It is developed for academic research.
DOI: 10.17632/fbkrhr9xkk.1
title: Interactive-software

description: This is a software for predicting the strength of intermediate crack-induced debonding in FRP strengthened RC beams. It is developed for academic research.
DOI: 10.15468/dl.48c9nv
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ilex dugesii Fernald"
 ]
}

 The dataset includes 55 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081721-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfh99n
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Morus alba L.",
 "Country is Uruguay",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081723-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2d27d3
title: Occurrence Download

description: A dataset containing 329 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Morus alba L.",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 329 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081720-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vm62yh
title: Occurrence Download

description: A dataset containing 14472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Morus alba L.",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14472 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081722-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15660934
title: Phenological research in Neotropical seasonally dry forests: a systematic review dataset (1984–2024)

description: The data presented here contain the results of our systematic review of the literature on Neotropical seasonally dry forests. To compile this dataset, we searched through the Web of Science and Scopus database, using the search terms: “phenolog*” OR “leaf phenolog*” OR “leafing” AND “Trop* dry forest" OR “Neotrop* dry forest" OR “seasonally dry tropical forest” OR “deciduous dry forest” OR “Caatinga” in English, Spanish and Portuguese and selected only those studies conducted in seasonally dry forests in the Neotropical region, from 1984 (first record) to December 2024.
DOI: 10.5281/zenodo.15660935
title: Phenological research in Neotropical seasonally dry forests: a systematic review dataset (1984–2024)

description: The data presented here contain the results of our systematic review of the literature on Neotropical seasonally dry forests. To compile this dataset, we searched through the Web of Science and Scopus database, using the search terms: “phenolog*” OR “leaf phenolog*” OR “leafing” AND “Trop* dry forest" OR “Neotrop* dry forest" OR “seasonally dry tropical forest” OR “deciduous dry forest” OR “Caatinga” in English, Spanish and Portuguese and selected only those studies conducted in seasonally dry forests in the Neotropical region, from 1984 (first record) to December 2024.
DOI: 10.71929/rubin/2570323
title: Legacy Survey of Space and Time Data Preview 1: Source searchable catalog

description: The Legacy Survey of Space and Time Data Preview 1 (DP1) is the first release of data from the NSF-DOE Vera C. Rubin Observatory. It consists of raw and calibrated single-epoch images, co-adds, difference images, detection catalogs, and other derived data products. DP1 is based on 1792 science-grade optical/near-infrared exposures acquired over 48 distinct nights by the Rubin Commissioning Camera, LSSTComCam, on the Simonyi Survey Telescope at the Summit Facility on Cerro Pachón, Chile during the first on-sky commissioning campaign in late 2024. DP1 covers a total of approximately 15 sq. deg. over seven roughly equally-sized non-contiguous fields, each independently observed in six broad photometric bands, ugrizy, spanning a range of stellar densities and latitudes and overlapping with external reference datasets.

This dataset is a subset of the full data release consisting of a searchable catalog named Source. This catalog contains measurements for detected sources in processed visit images. This catalog contains 45,565,632 rows with 156 columns.
DOI: 10.5281/zenodo.12522123
title: Datasets - Karim et al., 2024
DOI: 10.71929/rubin/2570324
title: Legacy Survey of Space and Time Data Preview 1: object dataset type

description: The Legacy Survey of Space and Time Data Preview 1 (DP1) is the first release of data from the NSF-DOE Vera C. Rubin Observatory. It consists of raw and calibrated single-epoch images, co-adds, difference images, detection catalogs, and other derived data products. DP1 is based on 1792 science-grade optical/near-infrared exposures acquired over 48 distinct nights by the Rubin Commissioning Camera, LSSTComCam, on the Simonyi Survey Telescope at the Summit Facility on Cerro Pachón, Chile during the first on-sky commissioning campaign in late 2024. DP1 covers a total of approximately 15 sq. deg. over seven roughly equally-sized non-contiguous fields, each independently observed in six broad photometric bands, ugrizy, spanning a range of stellar densities and latitudes and overlapping with external reference datasets. This dataset is a subset of the full data release consisting of the object dataset type. These are detections from deep co-adds. This release contains 29 datasets of this type.
DOI: 10.5281/zenodo.15776322
title: The Revolutionary City Corpus (1758-1805): Ground Truth for Handwritten Text Recognition (HTR) for 18th Century Documents in English

description: Project Overview

The Revolutionary City is a partnership between the American Philosophical Society, the Historical Society of Pennsylvania, and the Library Company of Philadelphia to digitize all manuscript material related to Philadelphia and the American Revolution (1763-1804). This dataset is a transcribed subset of the larger digitized corpus. The material is overwhelmingly in English, though a few letters in French have been included. The material contains a mixture of correspondence and journals and encompasses a wide variety of social classes. A significant subset of the documents comprise writings by women. The correspondence has been annotated to distinguish between the different parts of a letter (Salutation, Date and Address, Addressee, Address, Closing, Postscript). The transcriptions were produced by staff and interns at the American Philosophical Society. Each document was reviewed at least once by another transcriber. The corpus exhibits a wide variety of variation in hands, handwriting styles, paper quality and levels of damage. The corpus encompasses material from 1758 to 1805, but the majority of the documents fall between the years 1774 to 1783.

Ground Truth Features

Language: The vast majority of the documents are in English. Fewer than ten pages are fully in French, though French and Latin text appears occasionally in the corpus.




Pages
3316


Lines
95990


Text Regions
9439


Characters
2,997,053




 Transcription Conventions



Transcribers followed diplomatic transcription conventions. All abbreviations were transcribed as written. Superscript text was transcribed with a carat (^). Linebreaks were normalized to use a plain dash (-) regardless of the character used in the original document. The early modern glyph for "per" (⅌) was transcribed as per. Other infrequently occurring glyphs were transcribed as written. Transcribers were advised to produce their best guesses for illegible text, but text that was illegible due to damage or other insurmountable problems was transcribed as [___]. Square brackets were used to indicate crossed-out text.

Dataset Contents

The dataset contains 3316 images in either jpg or png format and 3316 corresponding XML files in ALTO format. Transcriptions were generated and manually corrected using eScriptorium.
DOI: 10.5281/zenodo.15776323
title: The Revolutionary City Corpus (1758-1805): Ground Truth for Handwritten Text Recognition (HTR) for 18th Century Documents in English

description: Project Overview

The Revolutionary City is a partnership between the American Philosophical Society, the Historical Society of Pennsylvania, and the Library Company of Philadelphia to digitize all manuscript material related to Philadelphia and the American Revolution (1763-1804). This dataset is a transcribed subset of the larger digitized corpus. The material is overwhelmingly in English, though a few letters in French have been included. The material contains a mixture of correspondence and journals and encompasses a wide variety of social classes. A significant subset of the documents comprise writings by women. The correspondence has been annotated to distinguish between the different parts of a letter (Salutation, Date and Address, Addressee, Address, Closing, Postscript). The transcriptions were produced by staff and interns at the American Philosophical Society. Each document was reviewed at least once by another transcriber. The corpus exhibits a wide variety of variation in hands, handwriting styles, paper quality and levels of damage. The corpus encompasses material from 1758 to 1805, but the majority of the documents fall between the years 1774 to 1783.

Ground Truth Features

Language: The vast majority of the documents are in English. Fewer than ten pages are fully in French, though French and Latin text appears occasionally in the corpus.




Pages
3316


Lines
95990


Text Regions
9439


Characters
2,997,053




 Transcription Conventions



Transcribers followed diplomatic transcription conventions. All abbreviations were transcribed as written. Superscript text was transcribed with a carat (^). Linebreaks were normalized to use a plain dash (-) regardless of the character used in the original document. The early modern glyph for "per" (⅌) was transcribed as per. Other infrequently occurring glyphs were transcribed as written. Transcribers were advised to produce their best guesses for illegible text, but text that was illegible due to damage or other insurmountable problems was transcribed as [___]. Square brackets were used to indicate crossed-out text.

Dataset Contents

The dataset contains 3316 images in either jpg or png format and 3316 corresponding XML files in ALTO format. Transcriptions were generated and manually corrected using eScriptorium.
DOI: 10.71929/rubin/2570325
title: Legacy Survey of Space and Time Data Preview 1: Object searchable catalog

description: The Legacy Survey of Space and Time Data Preview 1 (DP1) is the first release of data from the NSF-DOE Vera C. Rubin Observatory. It consists of raw and calibrated single-epoch images, co-adds, difference images, detection catalogs, and other derived data products. DP1 is based on 1792 science-grade optical/near-infrared exposures acquired over 48 distinct nights by the Rubin Commissioning Camera, LSSTComCam, on the Simonyi Survey Telescope at the Summit Facility on Cerro Pachón, Chile during the first on-sky commissioning campaign in late 2024. DP1 covers a total of approximately 15 sq. deg. over seven roughly equally-sized non-contiguous fields, each independently observed in six broad photometric bands, ugrizy, spanning a range of stellar densities and latitudes and overlapping with external reference datasets.

This dataset is a subset of the full data release consisting of a searchable catalog named Object. This catalog contains detections from deep co-adds. This catalog contains 2,299,757 rows with 1,296 columns.
DOI: 10.6084/m9.figshare.29250845.v1
title: leapR Files

description: Here we store transcriptomics, proteomics, and phosphoproteomics measurements from a published cancer study to use as examples during our vignette. <br>Fore more details on the data, please see the original paper: https://www.cell.com/cell/fulltext/S0092-8674(16)30673-0?innerTabvideo-abstract_mmc10=
DOI: 10.15468/dl.5keb5x
title: Occurrence Download

description: A dataset containing 11473600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (France, Spain, Germany, United Kingdom of Great Britain and Northern Ireland)",
 "DatasetKey is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 11473600 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081710-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.