cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34946/d6c01k
title: Statues - Loggia dei Lanzi - Florence

description: Several statues were targeted for photogrammetric reconstruction, including: 
The Medici Lion (left, Vacca copy)Rape of the Sabine Womenthe Rape of PolyxenaHercules and Nessus by Giambologna (1599)
Hercules and NessusAjax Bearing the Corpse of Achilles

<b>Abstract</b>

Motivated by observations from recent earthquakes, and in an effort to understand the seismic response of culturally important statues, a methodology is proposed for an integrative approach to document culturally important statues, which combines both engineering parameters and visualization. Documentation includes surface and material, geometric and visual, and boundary condition surveys as well as three dimensional digital reconstructions. Reconstruction facilitates attainment of geometric and mass properties using data from terrestrial laser scanning and structure-from-motion three dimensional reconstruction. The proposed methodology is applied to a representative number (24) of statues in Florence, Italy using a field survey in 2011. The majority of the statues are determined to be freestanding on rough pedestals with high aspect ratios and limited motion restriction. Using the documentation and simplified characterization obtained from these studies, it is envisioned that the seismic vulnerability and response of statues may be estimated, knowing the statues’ locations and anticipated earthquake demands at the site (building or free-field).
<b>From the article</b>

Wittich, C.E., Hutchinson, T.C., Wood, R.L., Seracini, M., and Kuester. F. (2016). Characterization of full-scale human-form culturally important statues. ASCE Journal of Computing in Civil Engineering. DOI: 10.1061/(ASCE)CP.1943-5487.0000508. 

Wittich, C.E., Hutchinson, T.C., Wood, R.L., and Kuester, F. (2012). Survey and Characterization of Culturally Important Statues in Florence, Italy. Structural Systems Research Project Report Series. SSRP 12/10. Department of Structural Engineering, University of California, San Diego. La Jolla, CA.
description: Located in Florence's Piazza della Signoria, this elegant open-air gallery served as a civic space where public ceremonies and government assemblies took place, symbolizing the republic's transparency and democratic values. Built between 1376 and 1382, its wide rounded arches represent early Renaissance architecture, contrasting with the adjacent Gothic Palazzo Vecchio. The structure demonstrates Florence's wealth and artistic ambition during the late medieval period. The loggia transformed into an open-air sculpture museum, housing masterpieces like Cellini's Perseus with the Head of Medusa and Giambologna's Rape of the Sabine Women. This collection makes it an essential outdoor gallery showcasing Florentine sculptural achievement.
description: Photogrammetry - Terrestrial
DOI: 10.15468/dl.bea8mt
title: Occurrence Download

description: A dataset containing 23994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Cupido alcetas"
 ]
}

 The dataset includes 23994 records from 575 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022609-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34946/d6qw21
title: Statues - Museo dell'Opera del Duomo - Florence

description: Several statues were targeted for photogrammetric reconstruction, including: 
La Pieta, by MichelangeloAbraham and IsaacZucconeRe Salamone Sibilla Tiburtinaand 3 statues of prophets

<b>Abstract</b>
Motivated by observations from recent earthquakes, and in an effort to understand the seismic response of culturally important statues, a methodology is proposed for an integrative approach to document culturally important statues, which combines both engineering parameters and visualization. Documentation includes surface and material, geometric and visual, and boundary condition surveys as well as three dimensional digital reconstructions. Reconstruction facilitates attainment of geometric and mass properties using data from terrestrial laser scanning and structure-from-motion three dimensional reconstruction. The proposed methodology is applied to a representative number (24) of statues in Florence, Italy using a field survey in 2011. The majority of the statues are determined to be freestanding on rough pedestals with high aspect ratios and limited motion restriction. Using the documentation and simplified characterization obtained from these studies, it is envisioned that the seismic vulnerability and response of statues may be estimated, knowing the statues’ locations and anticipated earthquake demands at the site (building or free-field).
<b>From the article</b>
Wittich, C.E., Hutchinson, T.C., Wood, R.L., Seracini, M., and Kuester. F. (2016). Characterization of full-scale human-form culturally important statues. ASCE Journal of Computing in Civil Engineering. DOI: 10.1061/(ASCE)CP.1943-5487.0000508. 

Wittich, C.E., Hutchinson, T.C., Wood, R.L., and Kuester, F. (2012). Survey and Characterization of Culturally Important Statues in Florence, Italy. Structural Systems Research Project Report Series. SSRP 12/10. Department of Structural Engineering, University of California, San Diego. La Jolla, CA
description: The Museo dell'Opera del Duomo houses Florence's most important cathedral sculptures, rescued from centuries of weathering on the Duomo, Baptistery, and Campanile.
description: LiDAR - Terrestrial, Photogrammetry - Terrestrial
DOI: 10.15468/dl.qxqfmb
title: Occurrence Download

description: A dataset containing 3445156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acridotheres tristis",
 "Year 1825-2026"
 ]
}

 The dataset includes 3445156 records from 313 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022542-260208012135463/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.31348368
title: Effect of Pd<sub>4</sub>Cr<sub>6</sub>@NH<sub>2</sub>-Cr-MOF catalyst components on formic acid dehydrogenation

description: The catalytic performance of amino-anchored Pd-Cr nanoparticles on a Cr-based metal-organic framework (Pd<sub>4</sub>Cr<sub>6</sub>@NH<sub>2</sub>-Cr-MOF, specifically, where Cr-MOF denotes the chromium-based metal-organic framework MIL-101(Cr)) was evaluated through comparative experiments and characterization. Results show that neither pristine nor aminated Cr-MOF facilitates H<sub>2</sub> evolution from formic acid, whereas both Pd and Cr nanoparticles exhibit measurable activity. Pd nanoparticles achieved peak and average H<sub>2</sub> generation rates of 1.4 and 0.6 mL/min, roughly double those of Cr nanoparticles (0.8 and 0.3 mL/min). Remarkably, the Pd<sub>4</sub>Cr<sub>6</sub>@NH<sub>2</sub>-Cr-MOF composite attained dramatically enhanced rates of 86 mL/min (peak) and 15 mL/min (average), corresponding to a 25-fold activity improvement over monometallic Pd. This enhancement stems from: (i) Pd – Cr synergy, (ii) electron transfer from Pd to Cr and Pd-NH<sub>2</sub> interaction, (iii) higher Pd impregnation capacity on NH<sub>2</sub>-Cr-MOF, and (iv) reduced nanoparticle sizes on the functionalized support.
DOI: 10.6084/m9.figshare.31348368.v1
title: Effect of Pd<sub>4</sub>Cr<sub>6</sub>@NH<sub>2</sub>-Cr-MOF catalyst components on formic acid dehydrogenation

description: The catalytic performance of amino-anchored Pd-Cr nanoparticles on a Cr-based metal-organic framework (Pd<sub>4</sub>Cr<sub>6</sub>@NH<sub>2</sub>-Cr-MOF, specifically, where Cr-MOF denotes the chromium-based metal-organic framework MIL-101(Cr)) was evaluated through comparative experiments and characterization. Results show that neither pristine nor aminated Cr-MOF facilitates H<sub>2</sub> evolution from formic acid, whereas both Pd and Cr nanoparticles exhibit measurable activity. Pd nanoparticles achieved peak and average H<sub>2</sub> generation rates of 1.4 and 0.6 mL/min, roughly double those of Cr nanoparticles (0.8 and 0.3 mL/min). Remarkably, the Pd<sub>4</sub>Cr<sub>6</sub>@NH<sub>2</sub>-Cr-MOF composite attained dramatically enhanced rates of 86 mL/min (peak) and 15 mL/min (average), corresponding to a 25-fold activity improvement over monometallic Pd. This enhancement stems from: (i) Pd – Cr synergy, (ii) electron transfer from Pd to Cr and Pd-NH<sub>2</sub> interaction, (iii) higher Pd impregnation capacity on NH<sub>2</sub>-Cr-MOF, and (iv) reduced nanoparticle sizes on the functionalized support.
DOI: 10.57783/v3rh-av35
title: Nielsen Retail Scanner

description: For any questions, please contact:

Eric Vlach, Associate Director of Cloud & Systems Engineering, Arts & Sciences IT, at ev2322@columbia.edu
description: NielsenIQ Retail Scanner Data
description: Through a relationship with NielsenIQ, the Kilts Center at the University of Chicago Booth School of Business provides multiple consumer datasets to academic researchers around the world.

Columbia has an agreement with the Kilts Center. Authorized faculty, graduate students, and research staff can apply to access this dataset.



Annual funding of the dataset is shared between the Program for Economic Research and the Libraries.



Funding for data analysis using the Columbia Data Platform is provided by the Program for Economic Research.


description: The Retail Scanner Data (also referred to as RMS data) consists of weekly pricing, volume, and store merchandising conditions generated by participating retail store point-of-sale systems in all US markets. Depending on the year, data are included from approximately 30,000-50,000 participating grocery, drug, mass merchandiser, and other stores. Products from all NielsenIQ-tracked categories are included in the data, such as food, non-food grocery items, health and beauty aids, and select general merchandise. Currently, the years 2006-2021 are included. We expect to update the data on an annual basis. Updates are expected to be available in the first quarter of each calendar year, and will always lag by 2 years (e.g. 2022 Retail Scanner data is expected to be released in Q1 of 2024).



There are three major types of files associated with the Retail Scanner Data: Stores, Product Description, and Movement (i.e., weekly sales and pricing). The Stores file contains information about each individual store location. The Product Description file contains information about each UPC. The Movement files contain the price and quantity of goods sold at specific stores on a specific week.
DOI: 10.15468/dl.uaxrfy
title: Occurrence Download

description: A dataset containing 2671570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Macro-moth distribution records for the UK from Butterfly Conservation, up to 2019",
 "TaxonKey is Erebidae",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 2671570 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022586-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18663713
title: test
DOI: 10.5281/zenodo.18663712
title: test
DOI: 10.15468/dl.t7ghey
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argyreia atropurpurea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022610-260208012135463/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.29042807
title: DFT optimized coordinates for An–Imidophosphorane (An = U–Pu) Bond Covalency and Proton-Coupled Electron Transfer Thermodynamics Driven by Orbital Energy Degeneracy

description: The xyz coordinates for the optimized geometries of the 1-An and 2-An complexes
DOI: 10.6084/m9.figshare.29042807.v1
title: DFT optimized coordinates for An–Imidophosphorane (An = U–Pu) Bond Covalency and Proton-Coupled Electron Transfer Thermodynamics Driven by Orbital Energy Degeneracy

description: The xyz coordinates for the optimized geometries of the 1-An and 2-An complexes
DOI: 10.15468/dl.kjwwm2
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material sample, Human Observation)",
 "Continent is North America",
 "Country is Honduras",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sicydium"
 ]
}

 The dataset includes 32 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022611-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9wxy8
title: Occurrence Download

description: A dataset containing 851 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ethiopia",
 "TaxonKey is Coffea arabica"
 ]
}

 The dataset includes 851 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022616-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvgnj9
title: Occurrence Download

description: A dataset containing 21424 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polypodiopsida",
 "Geometry POLYGON ((-81.32823 -7.763461, -77.1323 -7.763461, -77.1323 -2.986125, -81.32823 -2.986125, -81.32823 -7.763461))"
 ]
}

 The dataset includes 21424 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022614-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.svryth
title: Occurrence Download

description: A dataset containing 417825 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Toxicoscordion paniculatum, Echinospartum horridum, Mutellina corsica, Allocasuarina robusta, Felicia annectens, Distimake dissectus, Cryptantha utahensis, Cutandia dichotoma, Felicia serrata, Cryptantha pterocarya, Aristea pusilla, Felicia dentata, Pitavia punctata, Origanum cordifolium, Cynanchum forskaolianum, Woodsia ilvensis, Verbascum natolicum, Lobostemon capitatus, Felicia muricata, Eremophila glabra, Urochloa trichopus, Kalanchoe crenata, Camissonia campestris, Erythranthe pennellii, Camissonia dentata, Erythranthe bridgesii, Leucas capensis, Aliciella micromeria, Urochloa ovalis, Erythranthe discolor, Needhamiella pumilio, Juniperus osteosperma, Kallstroemia maxima, Umbilicus rupestris, Cynoglottis barrelieri, Rhaponticoides pythiae, Luzula subsessilis, Lolium mairei, Oxybasis glauca, Lolium atlantigenum, Lathyrus pannonicus, Peltocalathos baurii, Passiflora arizonica, Galium johnstonii, Petrorhagia pamphylica, Platysace compressa, Muhlenbergia minutissima, Triumfetta albida, Galium galiopsis, Heterotheca villosissima, Rytidosperma auriculatum, Pentameris heptamera, Nonea versicolor, Phiambolia stayneri, Trichosalpinx blaisdellii, Galium richardianum, Cullen badocanum, Rhinanthus poeverleinii, Rorippa sylvestris, Isolepis setacea, Silene italica, Silene mollissima, Cylindropuntia cholla, Tritonia cooperi, Goniolimon salicorniaceum, Cullen drupaceum, Melolobium lampolobum, Lophiolepis amani, Petrocallis pyrenaica, Nematolepis ovatifolia, Lophiolepis morinifolia, Silene otites, Cullen cinereum, Silene boryi, Leucosyris parviflora, Sporobolus niliacus, Androsace alpina, Sporobolus actinocladus, Visnaga crinita, Calandrinia ciliata, Neocussonia umbellifera, Cullen plicatum, Lophiolepis aristata, Silene cambessedesii, Lophiolepis byzantina, Thamnochortus erectus, Rhus integrifolia, Euploca glandulifera, Digitaria leucostachya, Thelypteris pennigera, Tuberaria macrosepala, Thelypteris gueintziana, Euploca vestita, Tanquana archeri, Tuberaria lignosa, Ozothamnus diosmifolius, Bouchea prismatica, Cotula eckloniana, Bonatea polypodantha)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 417825 records from 2176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014452-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5cra47
title: Occurrence Download

description: A dataset listing the 27 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Natural History Museum (London) Collection Specimens",
 "TaxonKey is Ornithoptera Boisduval, 1832"
 ]
}

 The dataset's 27 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149229-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awrz35
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "InstitutionCode is one of (uem, rom)",
 "TaxonKey is Crenicichla hadrostigma Lucena, 2007"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0151643-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9jockb
title: Occurrence Download

description: A dataset containing 572933827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 572933827 records from 12260 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006881-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15873979
title: Earth.Org.UK (EOU) public data snapshot

description: Snapshot of public data file set from EOU including energy and IoT data.

NOTE: there are some third-party data and other files present which may not be covered by CC0: these should be called out in local README files and similar.
DOI: 10.5281/zenodo.15203309
title: A dataset for software regressions in JavaScript and Python
DOI: 10.5281/zenodo.15203310
title: A dataset for software regressions in JavaScript and Python
DOI: 10.15468/dl.bucfuk
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene gallica",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 174 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007717-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4e9c84
title: Occurrence Download

description: A dataset containing 6351 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aster microcephalus"
 ]
}

 The dataset includes 6351 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007716-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhupbe
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hedyotis capitellata"
 ]
}

 The dataset includes 141 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007718-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j89m4y
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAA3318"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007721-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22f762
title: Occurrence Download

description: A dataset containing 3748 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex binervis",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3748 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007719-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhv29w
title: Occurrence Download

description: A dataset containing 1746 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirsium pendulum"
 ]
}

 The dataset includes 1746 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007720-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5sm3dv
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boechera shevockii"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007722-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmsh38
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-43.71239 28.99390,58.71239 28.99390,58.71239 70.00610,-43.71239 70.00610,-43.71239 28.99390))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Araniella inconspicua"
 ]
}

 The dataset includes 141 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007723-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k3r7y9
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spergula arvensis",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 93 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007725-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.