cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/b9ol3n
title: Replication data for: Design, Inference, and the Strategic Logic

description: &lt;b&gt;   Replication data and code forthcoming &lt;/b&gt;&lt;br /&gt;&lt;br /&gt;  In "The Strategic Logic of Suicide Terrorism," Robert Pape presents an analysis of his suicide terrorism data. He uses the data to draw inferences about how territorial occupation and religious extremism affect the decision of terrorist groups to use suicide tactics. We show that the data are incapable of supporting Pape's conclusions because he "samples on the dependent variable." (The data only contains cases in which suicide te
rror is used.) We construct bounds (Manski, 1995) on the quantities relevant to Pape's hypotheses and show exactly how little can be learned about the relevant statistical associations from the data produced by Pape's research design
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/aznq4j
title: Can Community Pharmacists and Patent Proprietary Medicine Vendors Retain Family Planning Knowledge Over Time? Findings from the IntegratE Project in Kaduna and Lagos States, Nigeria

description: &lt;p&gt;The IntegratE project is a proof-of-Concept that Community Pharmacists (CPs) and Patent and Proprietary Medicine Vendors (PPMVs) have the capacity to provide a wider range of family planning (FP) and primary health care (PHC) services than they are currently authorized by law to provide. The project seeks to improve the quality of FP and PHC services provided by CPs and PPMVs and support the creation of an enabling environment that will sustain these services.&lt;/p&gt;

&lt;p&gt;The data set includes 559 CPs and PPMVs who completed a self-administered questionnaire in two groups (rounds 1 and 2) from February 2019–January 2021 in Kaduna and Lagos states, Nigeria on the IntegratE project. &lt;/p&gt;

&lt;p&gt;The focus of the study was the assessment of CPs and PPMVs' knowledge as they relate to the provision of FP counseling, injectable and implant contraceptive services at three points in time: 1) before the training; 2) immediately after the training; and 3) 9-months after the training.&lt;/p&gt;
DOI: 10.7910/dvn/29464
title: Dissecting the molecular signatures of apical cell-type shoot meristems from two ancient land plant lineages

description: Preparation and assembly of the Equisetum arvense transcriptome. Young stems were collected and frozen in liquid nitrogen from a wild E. arvense population growing in Ithaca, NY. RNA was extracted (Wan
& Wilkins, 1994) and 500 ng of total RNA was selected and amplified using the TargetAmp aRNA amplification kit (Epicentre, Madison, WI, U.S.A.). The product was purified using the RNeasy Mini Kit (Qiagen, Germantown, MD, U.S.A.) and cDNA libraries were made using the SuperScriptâ¢ Choice System (Life Technologies, Carlsbad, CA, U.S.A.), with a mix of polyT and random hexamer DNA primers for first strand synthesis and only random hexamers for the second strand. cDNAs were purified using the Pure
LinkPCR Purification Kit (Life Technologies, Carlsbad, CA, U.S.A.) and libraries were prepared for 454 pyrosequencing using a 454 Genome Sequencer FLX system with titanium chemistry, according to manufacturerâs instructions (Roche Diagnostics, Indianapolis, IN, U.S.A.) and then sequenced at the Cornell University BRC DNA sequencing facility (http://cores.lifesciences.cornell.edu/brcinfo/?f=1). The raw sequence files in SFF format were base called using the Pyrobayes base caller (Quinlan et al., 2008). The sequences were then processed to remove low quali
ty regions and adaptor sequences using the programs LUCY (Chou & Holmes, 2001) and SeqClean (https://github.com/gentoo-science/sci/blob/master/sci-biology/seqclean/seqclean-110625.ebuild). The resulting high quality sequences were then screened against the NCBI UniVec database and E. coli genome sequences to remove possible contamination. Sequences shorter than 30 base pairs were discarded. The processed high-quality sequences were assembled de novo using iAssembler (Zheng et al., 2011). After a
ssembly, the unigenes were annotated by BLAST searches against GenBank (http://www.ncbi.nlm.nih.gov/genbank) non-redundant protein (nr) with a cut off e value of 1e-5.
DOI: 10.7910/dvn/28544
title: TAPS data, November 2014

description: TAPS data, November 2014
DOI: 10.7910/dvn/ikibtx
title: Replication Data for: The correlates of transatlantic burden sharing: revising the agenda for theoretical and policy analysis

description: Stata data and do files to replicate analysis in The correlates of transatlantic burden sharing: revising the
agenda for theoretical and policy analysis
DOI: 10.7910/dvn/oqhsge
title: Senate Unpassed Legislation 1855, Docket 18373, SC1/series 231, Petition of Harriet O. Stevens

description: &lt;p&gt;Petition subject: For the removal of Edward Greeley Loring &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:11858599"&gt;http://nrs.harvard.edu/urn-3:FHCL:11858599&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Lawrence &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Benjamin Harding, Lawrence; committee on federal relations; "Miss Stevens, Secretary, the female anti-slavery society, Lawrence, Mass." &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Harriet O. Stevens&lt;/li&gt;&lt;li&gt;Eliza A. Abbott&lt;/li&gt;&lt;li&gt;Rachel Page&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Legislative action: Referred to the committee on federal relations &lt;/p&gt; &lt;p&gt;Total signatures: 10 &lt;/p&gt; &lt;p&gt;Legislative action summary: Referred &lt;/p&gt; &lt;p&gt;Female signatures: 10 &lt;/p&gt; &lt;p&gt;Female only signatures: Yes &lt;/p&gt; &lt;p&gt;Identifications of signatories: women, [females] &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;: Printed &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: no additional documents &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Senate Unpassed 1855, Docket 18373 &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;
DOI: 10.7910/dvn/28708
title: Achei USA 320

description: Newspaper
DOI: 10.7910/dvn/j4owc0
title: Replication Data for: Preventing Dissent: Secret Police And Protests In Dictatorships

description: This research note examines the impact of secret police organizations on the occurrence of anti-regime protests in authoritarian regimes. We argue that such organizations are related to lower levels of protests via two related mechanisms: intelligence gathering and an increased perception of risk among citizens, which reduce citizens’ ability and willingness to mobilize, respectively. Using new data on secret police organizations in dictatorships covering the post-WWII period, our findings support the main expectation. This research contributes to our understanding of security institutions, anti-regime protests, and the repression-dissent nexus.
DOI: 10.7910/dvn/28219
title: NOSSA GENTE 04

description: Newspaper
DOI: 10.5281/zenodo.13164462
title: ALDIS cloud to ground lightning strike occurrence aggregated to spatiotemporal ERA5 cells (summer months 2010 to 2019)

description: The dataset contains a binary classification whether at least one cloud-to-ground lightning flash as detected by the ALDIS [1] lightning location system occurred in the previous hour in an ERA5 grid cell. Data with an amplitude between -2 kA and +15 kA are excluded.

The data cover 8.25E to 16.75E longitude and 45.25N to 49.75N latitude.Non-commercial use is allowed conditional on proper citation of the data source, ALDIS, and the accompanying manuscript Ehrensperger, G., Simon, T., Mayr, G. J., and Hell, T.: Identifying lightning processes in ERA5 soundings with deep learning, Geosci. Model Dev., 18, 1141–1153, https://doi.org/10.5194/gmd-18-1141-2025, 2025.
description: Technical details

 



Authors: Thorsten Simon, Wolfgang Schulz, Gregor Ehrensperger, Georg Mayr

Date: 2024-08-05

One-liner: ALDIS data (2010--2019) aggregated to ERA5 resolution.

DOI: 10.5281/zenodo.13164463

Format: netCDF


 

Overview

 

ALDIS lightning data we gratefully recieved from ALDIS (https://www.aldis.at/), the

Austrian Lightning Detection and Information System, through Wolfgang Schulz.

 

ALDIS data are available for the summer months (June, July, August) for the years 2010-2019.

 

This dataset contains data aggregated to ERA5 resolution.

 

Details

 

We aggregated the ALDIS data to this resolution using ceiling, meaning all flashes are stored at the next full hour.

The area covered is a rectangle from 8.25E to 16.75E longitude and 45.25N to 49.75N latitude.

flash is set to True when at least one cloud to ground lighting occurred within the given spatiotemporal ERA5 cell

and False otherwise.

Non-commercial use is allowed conditional on proper citation of the data source, ALDIS, and the accompanying manuscript Ehrensperger, G., Simon, T., Mayr, G. J., and Hell, T.: Identifying lightning processes in ERA5 soundings with deep learning, Geosci. Model Dev., 18, 1141–1153, https://doi.org/10.5194/gmd-18-1141-2025, 2025.

 

Data schema

Dimensions




Dimension
Size


time
22080


latitude
19


longitude
35




 

Coordinates




Coordinate
Type
Values
Units


longitude
float64
8.25, 8.5, 8.75, ..., 16.25, 16.5, 16.75
degrees


latitude
float64
45.25, 45.5, 45.75, ..., 49.5, 49.75
degrees


time
datetime64[ns]
2010-06-01T01:00:00, ..., 2019-09-01
-




 

Data Variables




Variable
Dimensions
Type
Description


flash
(time, latitude, longitude)
boolean
dask.array<chunksize=(720, 19, 35)>
DOI: 10.5281/zenodo.13164463
title: ALDIS cloud to ground lightning strike occurrence aggregated to spatiotemporal ERA5 cells (summer months 2010 to 2019)

description: The dataset contains a binary classification whether at least one cloud-to-ground lightning flash as detected by the ALDIS [1] lightning location system occurred in the previous hour in an ERA5 grid cell. Data with an amplitude between -2 kA and +15 kA are excluded.

The data cover 8.25E to 16.75E longitude and 45.25N to 49.75N latitude.Non-commercial use is allowed conditional on proper citation of the data source, ALDIS, and the accompanying manuscript Ehrensperger, G., Simon, T., Mayr, G. J., and Hell, T.: Identifying lightning processes in ERA5 soundings with deep learning, Geosci. Model Dev., 18, 1141–1153, https://doi.org/10.5194/gmd-18-1141-2025, 2025.
description: Technical details

 



Authors: Thorsten Simon, Wolfgang Schulz, Gregor Ehrensperger, Georg Mayr

Date: 2024-08-05

One-liner: ALDIS data (2010--2019) aggregated to ERA5 resolution.

DOI: 10.5281/zenodo.13164463

Format: netCDF


 

Overview

 

ALDIS lightning data we gratefully recieved from ALDIS (https://www.aldis.at/), the

Austrian Lightning Detection and Information System, through Wolfgang Schulz.

 

ALDIS data are available for the summer months (June, July, August) for the years 2010-2019.

 

This dataset contains data aggregated to ERA5 resolution.

 

Details

 

We aggregated the ALDIS data to this resolution using ceiling, meaning all flashes are stored at the next full hour.

The area covered is a rectangle from 8.25E to 16.75E longitude and 45.25N to 49.75N latitude.

flash is set to True when at least one cloud to ground lighting occurred within the given spatiotemporal ERA5 cell

and False otherwise.

Non-commercial use is allowed conditional on proper citation of the data source, ALDIS, and the accompanying manuscript Ehrensperger, G., Simon, T., Mayr, G. J., and Hell, T.: Identifying lightning processes in ERA5 soundings with deep learning, Geosci. Model Dev., 18, 1141–1153, https://doi.org/10.5194/gmd-18-1141-2025, 2025.

 

Data schema

Dimensions




Dimension
Size


time
22080


latitude
19


longitude
35




 

Coordinates




Coordinate
Type
Values
Units


longitude
float64
8.25, 8.5, 8.75, ..., 16.25, 16.5, 16.75
degrees


latitude
float64
45.25, 45.5, 45.75, ..., 49.5, 49.75
degrees


time
datetime64[ns]
2010-06-01T01:00:00, ..., 2019-09-01
-




 

Data Variables




Variable
Dimensions
Type
Description


flash
(time, latitude, longitude)
boolean
dask.array<chunksize=(720, 19, 35)>
DOI: 10.7910/dvn/eb0bga
title: Replication Data for: Let’s Just Agree to Disagree: Dispute Resolution Mechanisms in Coalition Agreements

description: Files include replication data and code (Stata).
DOI: 10.7910/dvn/28710
title: Achei USA 322

description: Newspaper
DOI: 10.7910/dvn/jyfydn
title: Camera Obscura - closed - 3D Models - Full Resolution

description: Full resolution 3D models in formats: .obj (with .mtl and .jpg), .x3d (with .jpg), and .glb (glTF)

Camera obscura in the shape of a large book (closed)
Date: circa 1765
Inventory Number: 0010
Classification: Camera Obscura
Subject: optics, drawing
Attributed to: Benjamin Martin (1704 - 1782)
Cultural Region: England
Place of Origin: London
Dimensions: book closed: 14 x 62.2 x 45.7 cm (5 1/2 x 24 1/2 x 18 in.)
Material: wood, glass, felt, calf skin
Bibliography: The Apparatus of Science at Harvard, 1765-1800
Description: Camera obscura contained in a case resembling a large folio book, of wood, covered with gilt decorated calf skin. When opened, the book folds out into an open-ended box draped with with a green felt curtain. Adjustable (modern replacement) mirror, convex lens, and bellows extend from the top.

Link to catalog record in Harvard University Collection of Historical Scientific Instruments: 
http://waywiser.fas.harvard.edu/objects/3137/camera-obscura-in-the-shape-of-a-large-book
DOI: 10.7910/dvn/cwjkla
title: House Unpassed Legislation 1850, Docket 2525, SC1/series 230, Petition of Moses Black Jr.

description: &lt;p&gt;Petition subject: Abolition of capital punishment &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:13481551"&gt;http://nrs.harvard.edu/urn-3:FHCL:13481551&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: 1850-01-26 &lt;/p&gt; &lt;p&gt;Petition location: Danvers &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: John Hines, Danvers &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Moses Black Jr.&lt;/li&gt;&lt;li&gt;Nathan Page&lt;/li&gt;&lt;li&gt;William Endicott&lt;/li&gt;&lt;li&gt;Ezra Dodge&lt;/li&gt;&lt;li&gt;George Whittier&lt;/li&gt;&lt;li&gt;John Cutler&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1850-02-15 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on February 15, 1850 and tabeled &lt;/p&gt; &lt;p&gt;Total signatures: 26 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, tabeled &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 26 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: citizens &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;Additional non-petition or unrelated documents available at archive: no additional documents &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: House Unpassed 1850, Docket 2525 &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;
DOI: 10.15468/dl.csr75w
title: Occurrence Download

description: A dataset containing 32999854 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Agriopis bajaria (Denis & Schiffermüller), 1775, Agrilus roscidus Kiesenwetter, 1857, Meliscaeva cinctella (Zetterstedt, 1843), Phytomyza agromyzina Meigen, 1830, Allantus melanarius (Klug, 1818), Syrphus vitripennis Meigen, 1822, Torymus longicalcar Graham, 1994, Torymus corni Mayr, 1874, Metaphycus insidiosus (Mercet, 1921), Craneiobia corni (Giraud, 1863), Erysiphe tortilis (Wallr.) Link, Dendrocoptes medius (Linnaeus, 1758), Ficedula parva (Bechstein, 1792), Regulus ignicapilla (Temminck, 1820), Luscinia luscinia (Linnaeus, 1758), Fringilla montifringilla Linnaeus, 1758, Columba oenas Linnaeus, 1758, Brumus quadripustulatus (Linnaeus, 1758), Troglodytes troglodytes (Linnaeus, 1758), Anoecia corni (Fabricius, 1775), Hippolais icterina (Vieillot, 1817), Rhyzobius lophanthae (Blaisdell, 1892), Scymnus rubromaculatus (Goeze, 1777), Scymnus apetzi Mulsant, 1846, Scymnus auritus Thunberg, 1795, Scymnus subvillosus (Goeze, 1777), Psyllobora vigintiduopunctata (Linnaeus, 1758), Oenopia conglobata (Linnaeus, 1758), Scymnus interruptus (Goeze, 1777), Scymnus frontalis (Fabricius, 1787), Propylea quatuordecimpunctata (Linnaeus, 1758), Stethorus punctillum Weise, 1891, Agrilus cuprescens amethystopterus Semenov, 1890, Blastothrix longipennis Howard, 1881, Hendersonia fiedleri Westend., Diplodia mamillana Fr., Leiosphaerella vexata (Sacc.) E.Müll., Mollisia discolor (Mont. & Fr.) W.Phillips, Discostroma corticola (Fuckel) Brockmann, Grammoptera haematites (Newman, 1841), Asteroma corni Desm., Aphelia alleniana (Fernald, 1882), Hypena bijugalis Walker, Eudeilinia herminiata Guenée, 1857, Oberea praelonga Casey, 1913, Calligrapha philadelphica (Linnaeus, 1758), Euchlaena effecta (Walker, 1860), Hirundo rustica Linnaeus, 1758, Tachycineta bicolor (Vieillot, 1808), Trichomalus robustus (Walker, 1835))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 32999854 records from 8686 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008730-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28831385.v4
title: Connectome KG AGI_TF pairs

description: Connectome KG with AGI pairs and labelled if it is a transcription factor
DOI: 10.15468/dl.xx8jme
title: Occurrence Download

description: A dataset containing 455 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-156.65890 -45.73402,9.65890 -45.73402,9.65890 20.73402,-156.65890 20.73402,-156.65890 -45.73402))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (90fd6680-349f-11d8-aa2d-b8a03c50a862, 8e1a97a0-3ca8-11d9-8439-b8a03c50a862, 19456090-b49a-11d8-abeb-b8a03c50a862, 1f55bd0a-6ebe-49a1-8a9c-9258702b6f46, 7b8aff00-a9f8-11d8-944b-b8a03c50a862, bc092ff0-02e4-11dc-991f-b8a03c50a862, 396d5f30-dea9-11db-8ab4-b8a03c50a862, 746e7e20-037e-42dc-88a1-b179fe1fa944, 061b4f20-f241-11da-a328-b8a03c50a862)",
 "TaxonKey is Hypericum laricifolium Juss."
 ]
}

 The dataset includes 455 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000760-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14272/pvzjdwkgewzysl-ynalqikgsa-n/chmo0000593
title: 1H nuclear magnetic resonance spectroscopy (1H NMR) ()
title: InChI=1S/C24H36O3/c1-15(25)27-17-9-11-23(4)16(13-17)5-6-18-19(23)10-12-24-14-26-22(2,3)21(24)8-7-20(18)24/h5,17-21H,6-14H2,1-4H3/t17-,18+,19-,20-,21+,23-,24+/m0/s1

description: dataset for 1H nuclear magnetic resonance spectroscopy (1H NMR)
DOI: 10.14272/pvzjdwkgewzysl-ynalqikgsa-n/chmo0000630
title: infrared absorption spectroscopy (IR) ()
title: InChI=1S/C24H36O3/c1-15(25)27-17-9-11-23(4)16(13-17)5-6-18-19(23)10-12-24-14-26-22(2,3)21(24)8-7-20(18)24/h5,17-21H,6-14H2,1-4H3/t17-,18+,19-,20-,21+,23-,24+/m0/s1

description: dataset for infrared absorption spectroscopy (IR)
DOI: 10.14272/pvzjdwkgewzysl-ynalqikgsa-n/chmo0000470
title: mass spectrometry (MS) ()
title: InChI=1S/C24H36O3/c1-15(25)27-17-9-11-23(4)16(13-17)5-6-18-19(23)10-12-24-14-26-22(2,3)21(24)8-7-20(18)24/h5,17-21H,6-14H2,1-4H3/t17-,18+,19-,20-,21+,23-,24+/m0/s1

description: dataset for mass spectrometry (MS)
DOI: 10.14272/pvzjdwkgewzysl-ynalqikgsa-n/chmo0000595
title: 13C nuclear magnetic resonance spectroscopy (13C NMR) ()
title: InChI=1S/C24H36O3/c1-15(25)27-17-9-11-23(4)16(13-17)5-6-18-19(23)10-12-24-14-26-22(2,3)21(24)8-7-20(18)24/h5,17-21H,6-14H2,1-4H3/t17-,18+,19-,20-,21+,23-,24+/m0/s1

description: dataset for 13C nuclear magnetic resonance spectroscopy (13C NMR)
DOI: 10.14272/fdcinqsoyqunkb-hgdyxinxsa-n/chmo0000593
title: 1H nuclear magnetic resonance spectroscopy (1H NMR) ([(3S,5S,8R,9S,10S,13S,14S)-10,13-dimethyl-17-oxo-1,2,3,4,5,6,7,8,9,11,12,14,15,16-tetradecahydrocyclopenta[a]phenanthren-3-yl] acetate)
title: InChI=1S/C21H32O3/c1-13(22)24-15-8-10-20(2)14(12-15)4-5-16-17-6-7-19(23)21(17,3)11-9-18(16)20/h14-18H,4-12H2,1-3H3/t14-,15-,16-,17-,18-,20-,21-/m0/s1

description: dataset for 1H nuclear magnetic resonance spectroscopy (1H NMR)
DOI: 10.5258/soton/wp00780
title: Modelled gridded population estimates for Lomami Province in the Democratic Republic of Congo version 4.2

description: This data release provides gridded population estimates (spatial resolution of 3 arc-seconds, approximately 100-metre grid cells) for Lomami Province in the Democratic Republic of Congo (DRC), along with estimates of the number of people belonging to various age-sex groups. The project team used the Pre-Distribution Registration Survey (PDRS) data from the National Malaria Control Programme (PNLP) collected as part of anti-malarial campaigns in the DRC for 2022, settlement extents and geospatial covariates to model and estimate population numbers at grid cell level using a Bayesian statistical hierarchical modelling framework. The approach facilitated simultaneous accounting for the multiple levels of variability within the data. It also allowed the quantification of uncertainties in parameter estimates. These model-based population estimates can be considered as most accurately representing the year 2022. This time period corresponds to the PDRS survey date for Lomami. Although the methods were robust enough to explicitly account for key random biases within the datasets, it is noted that systematic biases, which may arise from sources other than random errors within the observed data collection process, are most likely to remain.
DOI: 10.14272/fdcinqsoyqunkb-hgdyxinxsa-n/chmo0000470
title: mass spectrometry (MS) ([(3S,5S,8R,9S,10S,13S,14S)-10,13-dimethyl-17-oxo-1,2,3,4,5,6,7,8,9,11,12,14,15,16-tetradecahydrocyclopenta[a]phenanthren-3-yl] acetate)
title: InChI=1S/C21H32O3/c1-13(22)24-15-8-10-20(2)14(12-15)4-5-16-17-6-7-19(23)21(17,3)11-9-18(16)20/h14-18H,4-12H2,1-3H3/t14-,15-,16-,17-,18-,20-,21-/m0/s1

description: dataset for mass spectrometry (MS)
DOI: 10.14272/fdcinqsoyqunkb-hgdyxinxsa-n/chmo0000595
title: 13C nuclear magnetic resonance spectroscopy (13C NMR) ([(3S,5S,8R,9S,10S,13S,14S)-10,13-dimethyl-17-oxo-1,2,3,4,5,6,7,8,9,11,12,14,15,16-tetradecahydrocyclopenta[a]phenanthren-3-yl] acetate)
title: InChI=1S/C21H32O3/c1-13(22)24-15-8-10-20(2)14(12-15)4-5-16-17-6-7-19(23)21(17,3)11-9-18(16)20/h14-18H,4-12H2,1-3H3/t14-,15-,16-,17-,18-,20-,21-/m0/s1

description: dataset for 13C nuclear magnetic resonance spectroscopy (13C NMR)