cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.hzqy34
title: Occurrence Download

description: A dataset containing 2078 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pecten jacobaeus"
 ]
}

 The dataset includes 2078 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005403-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5swe2
title: Occurrence Download

description: A dataset containing 28600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pecten maximus"
 ]
}

 The dataset includes 28600 records from 222 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005402-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qbu5bc
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Iotyrris cerithiformis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 24 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005404-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nh32c2
title: Occurrence Download

description: A dataset containing 89757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Baccharis halimifolia, Cabomba caroliniana, Callosciurus erythraeus, Corvus splendens, Eichhornia crassipes, Eriocheir sinensis, Faxonius limosus, Faxonius virilis, Heracleum persicum, Heracleum sosnowskyi, Herpestes javanicus, Hydrocotyle ranunculoides, Lagarosiphon major, Lithobates catesbeianus, Ludwigia grandiflora, Ludwigia peploides, Lysichiton americanus, Muntiacus reevesi, Myocastor coypus, Myriophyllum aquaticum, Nasua nasua, Orconectes limosus, Orconectes virilis, Oxyura jamaicensis, Pacifastacus leniusculus, Parthenium hysterophorus, Perccottus glenii, Persicaria perfoliata, Polygonum perfoliatum, Procambarus clarkii, Procambarus fallax virginalis, Procambarus virginalis, Procyon lotor, Pseudorasbora parva, Pueraria lobata, Pueraria montana lobata, Rana catesbeiana, Sciurus carolinensis, Sciurus niger, Tamias sibiricus, Threskiornis aethiopicus, Trachemys scripta, Trachemys scripta elegans, Trachemys scripta troostii, Trachemys scripta scripta, Vespa velutina nigrithorax)",
 "HasCoordinate is true",
 "Country is Belgium",
 "Year is greater than or equal to 2019"
 ]
}

 The dataset includes 89757 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049784-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxwext
title: Occurrence Download

description: A dataset containing 4998 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oniscidae",
 "Year 2017-2019",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence, Observation)"
 ]
}

 The dataset includes 4998 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049862-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxr4s2
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kalanchoe pinnata",
 "Country is Belize",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025873-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1088091
title: Images from a Building Recording of Murdoch's Diner, Tilehurst, Berkshire 2020

description: This collection comprises a report and site photographs from a building recording survey and watching brief of a former public house The Traveller's Friend, located on the north side of Bath Road within former hamlet of Calcot, west of Reading prior to its demolition. It was carried out October 2020.
DOI: 10.5281/zenodo.15558066
title: Imaging Mass Cytometry Datasets for Diabetes and Brain Tumors

description: The diabetes dataset[1] includes human pancreatic tissue profiles from 67 human donors, comprising 33 non-diabetic controls and 34 long-term Type 1 diabetes cases. Each cell was profiled using 38 protein markers, and samples were labeled as either long-duration diabetes or non-diabetic control. Cells were annotated into seven types: T cells, Helper T cells, CD8/Cytotoxic T cells, Neutrophils, Monocytes/Macrophages, general immune cells, and others.

The glioblastoma IMC dataset[2] includes samples from 118 patients (72 glioblastoma and 100 brain metastasis (BrM) tissue regions) after filtering and balancing for common markers. It includes 37 donors per condition, with 21 protein markers profiled. Tissue regions span tumor core, margin, and adjacent normal areas. Cells were annotated into six types: Tc cells, B cells, Astrocytes, M1-like and M2-like MDMs, and undefined cells.

For the data pre-processing, we utilized Cellpose to detect cell centers. After extracting cells from the IMC images, we performed downstream analyses, including cell clustering and cell-type annotation. Cell-type annotation was manually defined at the cluster level rather than on a per-cell basis. Following cell detection, we employed the SLIC algorithm to segment the image into multiple super-pixel regions. This ultimately produced a matrix of cells X protein features within the defined superpixels for subsequent analysis. Each CSV file represents a single IMC sample and contains channel protein data, clinical status, cell type annotations, and various geometric features for each cell.

reference

[1] Nicolas Damond, Stefanie Engler, Vito RT Zanotelli, Denis Schapiro, Clive H Wasserfall, Irina Kusmartseva, Harry S Nick, Fabrizio Thorel, Pedro L Herrera,Mark A Atkinson, et al. 2019. A map of human type 1 diabetes progression by imaging mass cytometry. Cell metabolism, 29(3):755–768.

[2] Elham Karimi, Miranda W Yu, Sarah M Maritan, Lucas JM Perus, Morteza Rezanejad, Mark Sorin, Matthew Dankner, Parvaneh Fallah, Samuel Doré,Dongmei Zuo, et al. 2023. Single-cell spatial immune landscapes of primary and metastatic brain tumours. Nature, 614(7948):555–563.
DOI: 10.5281/zenodo.15558067
title: Imaging Mass Cytometry Datasets for Diabetes and Brain Tumors

description: The diabetes dataset[1] includes human pancreatic tissue profiles from 67 human donors, comprising 33 non-diabetic controls and 34 long-term Type 1 diabetes cases. Each cell was profiled using 38 protein markers, and samples were labeled as either long-duration diabetes or non-diabetic control. Cells were annotated into seven types: T cells, Helper T cells, CD8/Cytotoxic T cells, Neutrophils, Monocytes/Macrophages, general immune cells, and others.

The glioblastoma IMC dataset[2] includes samples from 118 patients (72 glioblastoma and 100 brain metastasis (BrM) tissue regions) after filtering and balancing for common markers. It includes 37 donors per condition, with 21 protein markers profiled. Tissue regions span tumor core, margin, and adjacent normal areas. Cells were annotated into six types: Tc cells, B cells, Astrocytes, M1-like and M2-like MDMs, and undefined cells.

For the data pre-processing, we utilized Cellpose to detect cell centers. After extracting cells from the IMC images, we performed downstream analyses, including cell clustering and cell-type annotation. Cell-type annotation was manually defined at the cluster level rather than on a per-cell basis. Following cell detection, we employed the SLIC algorithm to segment the image into multiple super-pixel regions. This ultimately produced a matrix of cells X protein features within the defined superpixels for subsequent analysis. Each CSV file represents a single IMC sample and contains channel protein data, clinical status, cell type annotations, and various geometric features for each cell.

reference

[1] Nicolas Damond, Stefanie Engler, Vito RT Zanotelli, Denis Schapiro, Clive H Wasserfall, Irina Kusmartseva, Harry S Nick, Fabrizio Thorel, Pedro L Herrera,Mark A Atkinson, et al. 2019. A map of human type 1 diabetes progression by imaging mass cytometry. Cell metabolism, 29(3):755–768.

[2] Elham Karimi, Miranda W Yu, Sarah M Maritan, Lucas JM Perus, Morteza Rezanejad, Mark Sorin, Matthew Dankner, Parvaneh Fallah, Samuel Doré,Dongmei Zuo, et al. 2023. Single-cell spatial immune landscapes of primary and metastatic brain tumours. Nature, 614(7948):555–563.
DOI: 10.15468/dl.jgr9un
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bathytroctes Günther, 1878",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((26.9648 19.8496,17.9648 19.8496,17.9648 10.8496,26.9648 10.8496,26.9648 19.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010367-250525065834625/datasets/export for details.
DOI: 10.15468/dl.f99cty
title: Occurrence Download

description: A dataset containing 36826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Costa Rica, Colombia, Panama, Brazil, Peru, Ecuador, Honduras, Venezuela (Bolivarian Republic of), Bolivia (Plurinational State of), Guyana)",
 "TaxonKey is Nyctibius grandis (J.F.Gmelin, 1789)"
 ]
}

 The dataset includes 36826 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001915-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/jjmyv7
title: FROM TIBET TO ALTAI. Report on Russian Historical Cartography in China and Central Asia. (2003)

description: Report on the cataloging and digitization of selected historical maps series found in the Library of the Russian Cartographical Society. Presented at ECAI / Computer Assisted Archeology Conference, Vienna, Austria.
DOI: 10.7910/dvn/jqpqff
title: Oil Discovery, Oil Production, and Coups d’État

description: We analyze a model of bargaining in the shadow of coups d’état in which oil rents increase the value of capturing the state but also allow leaders to coup-proof their governments and appease potential plotters. These mechanisms offset each other once oil wealth has already been realized; incentives to topple the government are countered by the government’s capacity to thwart or discourage coups. But when oil is newly discovered and rents have not yet been realized, plotters may launch a coup before the government can use oil wealth to shift the distribution of power decisively against them. Coup attempts are uniquely likely in such windows of opportunity, but those same coup attempts are also likely to fail. We uncover these relationships in an empirical analysis of oil production, oil discovery, coup attempts, and coup outcomes in a global sample of states from 1980 to 2010.
DOI: 10.7910/dvn/mebccw
title: Asociación entre las perspectivas salariales y la elección de especialidades quirúrgicas en estudiantes de medicina de una universidad pública de Perú
title: Perspectivas salariales y especialidades quirúrgicas

description: Estudio transversal analítico, realizado en estudiantes de Medicina de una universidad peruana. El objetivo fue determinar la posible asociación entre la percepción de salario a futuro y la intención de seguir una especialidad del área quirúrgica.
DOI: 10.7910/dvn/ndoxmj
title: ChatGPT (GPT-4) passed the Japanese National License Examination for Pharmacists in 2022, answering all items including those with diagrams: a descriptive study

description: The objective of this study was to assess the performance of ChatGPT (GPT-4) on all items, including those with diagrams, in the Japanese National License Examination for Pharmacists (JNLEP) and compare it with the previous GPT-3.5 model’s performance. The 107th JNLEP, conducted in 2022, with 344 items input into the GPT-4 model, was targeted for this study. Separately, 284 items, excluding those with diagrams, were entered into the GPT-3.5 model.
DOI: 10.7910/dvn/nfcimv
title: Replication Data for: Choosing the Best House in a Bad Neighborhood: Location Strategies of Human rights INGOs in the Non-Western World

description: Replication Data for: Choosing the Best House in a Bad Neighborhood: Location Strategies of Human rights INGOs in the Non-Western World
DOI: 10.7910/dvn/omkith
title: Gay and Lesbian Couples, 1986-1989

description: This longitudinal study of both partners from gay and lesbian couples began in 1986, with additional data collection occurring in 1987, 1988, and 1989. The initial data collection involved 80 gay and 53 lesbian couples who lived together without children. They were recruited from requests for participants published in gay/lesbian periodicals and newsletters as well as through the personal recommendations of partners already participating. All surveys were sent by mail and were returned in separate postage-paid envelopes for each partner.
description: Subject: STANDARD DEPOSIT TERMS 1.0 Type: DATAPASS:TERMS:STANDARD:1.0 Notes: This study was deposited under the of the Data-PASS standard deposit terms. A copy of the usage agreement is included in the file section of this study.;
DOI: 10.7910/dvn/qai2h5
title: Evaluating the Impact of Repeated Leadership Targeting on Militant Group Durability

description: An analysis of 207 militant groups between 1970 and 2008 inclusive supports the idea that repeated targeting policies reduce the mortality rate of militant organizations, but in a nuanced way: the relationship between the cumulative effect of targeting policies and the mortality rate is quadratic. The initial practice of leadership targeting actually increases the leader’s organization’s predicted sur- vival years, but its repeated practice clearly reduces their survivability. The findings also indicate that repeated leadership targeting during the initial period of a militant group’s existence more effectively reduces their total lifespan. The results suggest that for leadership targeting to be effective, “wait and see” is not good strategy; rather, patience and multiple interventions are required. Policy makers and practitioners should be cautious to avoid deciding on the policy’s effectiveness based on a single intervention.
DOI: 10.7910/dvn/r35jv9
title: Usefulness of Bi-Parametric Magnetic Resonance Imaging with b=1800 s/mm2 Diffusion-Weighted Imaging for Diagnosing Clinically Significant Prostate Cancer

description: Purpose: This study was conducted to compare the accuracy of bi-parametric magnetic resonance imaging (bpMRI) with high b-value (b=1,000 s/mm2, b1000) diffusion-weighted imaging (DWI) to that of bpMRI with ultra-high b-value (b=1,800 s/mm2,
b1800) DWI to detect clinically significant prostate cancer (csPCa).
Materials and Methods: A total of 408 patients with suspected PCa were evaluated by bpMRI prior to biopsy. One reader retrospectively reviewed all images for confirmation of Prostate Imaging–Reporting and Data System (PI-RADS) score. Cognitive
magnetic resonance/ultrasound fusion target biopsy was done for all visible lesions (PI-RADS 3–5). Systematic biopsy was done for all cases. The csPCa detection rates were compared according to the bpMRI protocol (with/without b1800 DWI) or
PI-RADS score. The accuracy of PI-RADS score was estimated using receiver operating characteristics curve. The signal intensity (SI) ratio (visible lesion/surrounding background) was evaluated.
Results: Among 164 men confirmed having PCa, 102 had csPCa (Gleason score≥7). Proportions of PI-RADS score 1–2/3/4/5 without b1800 DWI (n=133) and with b1800 DWI (n=275) were 19.5%/57.9%/15.8%/6.8% and 21.1%/48.7%/22.2%/8.0%,
respectively. csPCa detection rates with/without b1800 DWI were 27.6%/19.5% (p=0.048), respectively. Areas under the curve of PI-RADS grading with/without b1800 DWI for csPCa detection were 0.885 and 0.705, respectively. The SI ratio in
b1800 DWI was higher than that in b1000 DWI (p&lt;0.001).
Conclusions: Adding b1800 DWI to bpMRI protocol improved the diagnostic accuracy and detection rate of csPCa. The higher SI ratio (lesion/background) in b1800 DWI enabled clearer identification of lesions.
DOI: 10.7910/dvn/sawfqa
title: 13 C NMR of Wortmannilactone M

description: 13 C NMR of Wortmannilactone M
DOI: 10.7910/dvn/sjmriy
title: Foreign Targets and Diversionary Conflict

description: When does domestic unrest lead to interstate conflict? I present the diversionary target theory that argues that domestically troubled states are more likely to use military force against some, but not all, states because political leaders prefer targets that can evoke their domestic audience's fear or greed in order to enjoy “rally-round-the-flag” effects. I suggest that the fear-producing targets are foreign states that exhibit rapidly rising power or manifest different identities. The greed-producing targets are foreign states occupying disputed territory or exercising regional/local hegemony despite declining power. In addition, I expect that political leaders prefer fear- or greed-producing targets that possess similar powers, because domestic audiences may see initiation of military conflicts against too-powerful states or too-weak states as excessively risky and unnecessary, respectively. From statistical analyses on directed dyad-years from 1920 to 2001, I find that the presence of a rising power, a territory target, or a hegemony target contributes to the correlation between domestic unrest and the initiation of interstate conflict in a statistically significant way.
DOI: 10.7910/dvn/wmtemf
title: CDF2MAT Automated SCRIPT to import NETCDF files to MATLAB | RESAMPLING added to correct RESHAPE for non-integer MS acquisition rates in GCxGC-MS data

description: Function name "cdf2mat"

Please use this function to open MS-based chromatographic data from NETCDF (*.CDF) files.
Resampling included for non-integer acquisition rates. Outputs nominal mass. Script optimized to process data from comprehensive two-dimensional gas chromatography coupled to mass spectrometry (GCxGC-MS). Updated to remove negative noise signal.

INPUT
file: Opens the netCDF like 'Sample01.CDF'
rate_MS: Desired integer acquisition rate

OUTPUT
FullMS Full MS chromatogram (second order data tensor)
axis_min Retention time axis in minutes
axis_mz m/z axis in Daltons

I/O: [TIC,FullMS,axis_min,axis_mz] = cdf2mat(file,rate_MS)

Compiled with MATLAB R2021b (v.9.11.0.1809720). Requires the Signal Processing Toolbox (v.9.0).
Based on netCDFload.m (Murphy, Wenig, Parcsi, Skov e Stuetz) e de iCDF_load (Skov e Bro 2008).
K.R. Murphy, P. Wenig, G. Parcsi, T. Skov, R.M. Stuetz (in press) Characterizing odorous emissions using new software for identifying peaks in chemometric models of GC-MS datasets. Chem Intel Lab Sys.
doi: 10.1016/j.chemolab.2012.07.006
Skov T and Bro R. (2008) Solving fundamental problems in chromatographic analysis, Analytical and Bioanalytical Chemistry, 390 (1): 281-285.
doi: 10.1007/s00216-007-1618-z
description: Compiled with MATLAB R2021b (v.9.11.0.1809720). Requires the Signal Processing Toolbox (v.9.0).
DOI: 10.7910/dvn/xmu8f5
title: Petition of Rebecca Davis

description: &lt;p&gt;Petition subject: Support for individuals &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:13481309"&gt;http://nrs.harvard.edu/urn-3:FHCL:13481309&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: 1868-01-21 &lt;/p&gt; &lt;p&gt;Petition location: Boston &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Rufus A. White, Charlestown; committee on claims &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Rebecca Davis&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1868-01-23,1868-01-24 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on January 23, 1868 and referred to the committee on claims and sent for concurrence and received in the Senate on January 24, 1868 and concurred &lt;/p&gt; &lt;p&gt;Total signatures: 1.0 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, referred, sent, received, concurred &lt;/p&gt; &lt;p&gt;Females of color signatures: 1.0 &lt;/p&gt; &lt;p&gt;Female only signatures: Yes &lt;/p&gt; &lt;p&gt;Identifications of signatories: a member of the Ponkapoag tribe of Indians, [females of color] &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Manuscript &lt;/p&gt; &lt;p&gt;Native American tribe: Massachusetts, Ponkapoag &lt;/p&gt; &lt;p&gt;Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.&lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: additional documents available &lt;/p&gt; &lt;p&gt;Additional archivist notes: needy, continuance of grant, Indian guardians &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Resolves 1868, c.36, passed May 5, 1868 &lt;/p&gt;
DOI: 10.7910/dvn/e7wdnq
title: HSIFoodIngr-64: a dataset for hyperspectral food-related studies

description: This is a new food image dataset HSIFoodIngr-64 containing 3,389 pairs of HSI and RGB images with 21 dish classes and 64 ingredient categories. It is the first HSI based food mage dataset, of which all images are labeled with dish-level and ingredient-level annotations and corresponding pixel-wise ingredient masks. Therefore, our dataset can be applicable for different food-centric tasks.
DOI: 10.7910/dvn/e8tb0o
title: The Nigeria Police recruitment form for 2024/2025 is out for SSCE, OND, HND, BSC and masters degree holders. Pick your form for processing. Contact the Human Resources on phone No: +2348114637980 For more information

description: The Nigeria Police recruitment form for 2024/2025 is out for SSCE, OND, HND, BSC and masters degree holders. Pick your form for processing. Contact the Human Resources on phone No: +2348114637980 For more information
DOI: 10.7910/dvn/easnxb
title: Per-emb-39, uv data

description: uv (visibility) continuum and spectral line data for Per-emb-39
DOI: 10.7910/dvn/giil4z
title: Replication Data for "Why Do Issues “Whose Time Has Come” Stick Around? Attention Durability and the Case of Gun Control"

description: This project examines trends in gun-related political participation from 1930-2019, with a focus on 1980-2019. The datasets cover 1) letters to the editor of four geographically diverse newspapers (original datasets compiled by the authors), and 2) gun-related contacting (NORC and Pew datasets - publicly accessible).