cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10968698
title: AMIRIS demand response workflow input

description: This upload contains the input data necessary to run a workflow applying the agent-based power market model AMIRIS in order to study the impact of power tariffs design on demand response profitability.

Usage

The data has to be copied into the "./inputs/data/" folder of the demand response analyses workflow and unpacked there. See the description of the workflow on the dependencies how to execute the model.

Important note: You will need a version of AMIRIS that is not yet open source and contains the demand response implementation. Feel free to contact the author of this data set in order to request it. Also, you will need a solver, such as Gurobi or CPLEX for instance.

Background

Data has been obtained from previous pommesinvest model runs.

It has been put together by executing a data converter script from the pommesevaluation repository that compiles the inputs into a format understood by AMIRIS, thus allowing for a soft model coupling (sequential execution) with full input harmonization.
DOI: 10.5281/zenodo.10968699
title: AMIRIS demand response workflow input

description: This upload contains the input data necessary to run a workflow applying the agent-based power market model AMIRIS in order to study the impact of power tariffs design on demand response profitability.

Usage

The data has to be copied into the "./inputs/data/" folder of the demand response analyses workflow and unpacked there. See the description of the workflow on the dependencies how to execute the model.

Important note: You will need a version of AMIRIS that is not yet open source and contains the demand response implementation. Feel free to contact the author of this data set in order to request it. Also, you will need a solver, such as Gurobi or CPLEX for instance.

Background

Data has been obtained from previous pommesinvest model runs.

It has been put together by executing a data converter script from the pommesevaluation repository that compiles the inputs into a format understood by AMIRIS, thus allowing for a soft model coupling (sequential execution) with full input harmonization.
DOI: 10.15468/dl.9rjzp4
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobium monticola P.F.Hunt & Summerh."
 ]
}

 The dataset includes 37 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169730-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8y2w5s
title: Occurrence Download

description: A dataset containing 551 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Pheidole megacephala (Fabricius, 1793)"
 ]
}

 The dataset includes 551 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275882-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvktvq
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphenarium Charpentier, 1845"
 ]
}

 The dataset includes 93 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001039-150912100344238/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rucb4t
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobium mirandum Schltr."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169717-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ltmdpq
title: Occurrence Download

description: A dataset containing 706 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hybanthus calceolaria (L.) Oken"
 ]
}

 The dataset includes 706 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004781-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d4bm35
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobium mutabile (Blume) Lindl."
 ]
}

 The dataset includes 89 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169774-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pq831t
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Austrominius modestus (Darwin, 1854)"
 ]
}

 The dataset includes 110 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001039-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhzmxs
title: Occurrence Download

description: A dataset containing 393119 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "Geometry POLYGON((-94.32861 29.37069,-96.56982 26.49811,-87.82471 24.79471,-85.14404 28.09912,-87.95654 29.40898,-94.32861 29.37069))",
 "TaxonKey is Animalia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 393119 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000062-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sl9nw2
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scolopendra subspinipes Leach, 1815",
 "Country is Japan",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011439-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z2y5gp
title: Occurrence Download

description: A dataset listing the 187 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "DatasetKey is EOD – eBird Observation Dataset",
 "DatasetKey is El Censo Neotropical de Aves Acuáticas en Colombia (CNAA): 2002 - 2011",
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)",
 "DatasetKey is Herbario Museo de La Salle Bogotá (BOG)",
 "DatasetKey is Lund University Biological Museum - Botanical collection (LD)",
 "DatasetKey is Herbarium GB, University of Gothenburg",
 "DatasetKey is Pl@ntNet automatically identified occurrences",
 "DatasetKey is Xeno-canto - Bird sounds from around the world",
 "DatasetKey is Herbario Nacional Colombiano (COL)"
 ]
 },
 "Geometry POLYGON((-73.11873 5.78389,-73.13886 5.77348,-73.14813 5.76793,-73.15358 5.74888,-73.13762 5.74188,-73.11393 5.74803,-73.10895 5.76067,-73.11873 5.78389))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 187 records were derived from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003137-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njethz
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fernandezia amboroensis Ormerod"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162688-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m32ubn
title: Occurrence Download

description: A dataset containing 552 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eumachia collina (Labill.) Barrabé, C.M.Taylor & Razafim."
 ]
}

 The dataset includes 552 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042199-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4bq5bu
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elatostema oligophlebium W.T.Wang, Y.G.Wei & L.F.Fu"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042202-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gfzxf
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Murina jaintiana Ruedi, Biswas & Csorba, 2012"
 ]
}

 The dataset includes 18 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295191-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttbm8j
title: Occurrence Download

description: A dataset containing 13093 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is CUMV Reptile Collection (Arctos)"
 ]
}

 The dataset includes 13093 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011440-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exx98y
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Observation"
 ]
 },
 "Country is Mexico",
 "Geometry POLYGON((-118.21289 14.32116,-85.16602 14.32116,-85.16602 33.77306,-118.21289 33.77306,-118.21289 14.32116))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Abies durangensis Martínez"
 ]
}

 The dataset includes 117 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0283942-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3v2zdk
title: Occurrence Download

description: A dataset containing 16 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 Trichoglossus flavoviridis Wallace, 1863"
 ]
}

 The dataset includes 16 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053671-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qmzrr
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epidendrum unifoliatum Schltr."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162689-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10956763
title: Mobile phone data

description: Phone communication data


Phone communication data from multiple phone extractions. The file NodeList.csv contains the nodes of the multivariate graph and contains the following columns: 


_nodeID : unique identifier for each entity of the graph
_nodeType : specification of node type (phone, person, contact or identifier)
_viewIcon: tulip-specific attribute which defines the icon used for each node
_viewShape: tulip-specific attribute which defines the shape for each node


The file EdgeList.csv contains all edges between the above specified nodes and contains the following columns:
_sourceID : unique identifier of source node
_targetID : unique identifier of target node
_relType : specification of the type of relation (communication, contact association, user account association)
_nbCommunications : number of communications exchanged between two given nodes. Attribute present only for edges of type ‘communication’.


Nodes and relations can be imported into Tulip using the ‘import csv’ option. In order to create metanodes, only edges describing associations (contacts, user accounts) are used in a first step in order to use the algorithm ‘connected componants’. After importing the communication edges, metanodes can then be created based on the metric value calculated beforehand.
DOI: 10.5281/zenodo.7648494
title: Mobile phone data

description: Phone communication data


Phone communication data from multiple phone extractions. The file NodeList.csv contains the nodes of the multivariate graph and contains the following columns: 


_nodeID : unique identifier for each entity of the graph
_nodeType : specification of node type (phone, person, contact or identifier)
_viewIcon: tulip-specific attribute which defines the icon used for each node
_viewShape: tulip-specific attribute which defines the shape for each node


The file EdgeList.csv contains all edges between the above specified nodes and contains the following columns:
_sourceID : unique identifier of source node
_targetID : unique identifier of target node
_relType : specification of the type of relation (communication, contact association, user account association)
_nbCommunications : number of communications exchanged between two given nodes. Attribute present only for edges of type ‘communication’.


Nodes and relations can be imported into Tulip using the ‘import csv’ option. In order to create metanodes, only edges describing associations (contacts, user accounts) are used in a first step in order to use the algorithm ‘connected componants’. After importing the communication edges, metanodes can then be created based on the metric value calculated beforehand.
DOI: 10.15468/dl.idjmy2
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scolopendra subspinipes Leach, 1815",
 "Country is United States of America",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 30 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011441-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxsrx3
title: Occurrence Download

description: A dataset containing 4665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Giraffa camelopardalis (Linnaeus, 1758)"
 ]
}

 The dataset includes 4665 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0311495-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpffvc
title: Occurrence Download

description: A dataset containing 4 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 Litoria axillaris Doughty, 2011"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045837-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8rjyf7
title: Occurrence Download

description: A dataset containing 22041 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is CUMV Mammal Collection"
 ]
}

 The dataset includes 22041 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011442-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5cmhk
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quasipaa yei (Chen, Qu & Jiang, 2002)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295715-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x9zra6
title: Occurrence Download

description: A dataset containing 620 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 Carpococcyx renauldi Oustalet, 1896"
 ]
}

 The dataset includes 620 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055544-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7pqfp
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Korea, Republic of",
 "Country is Japan"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Brachythecium novae-angliae (Sull. & Lesq.) A.Jaeger"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044080-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tw2osz
title: Occurrence Download

description: A dataset containing 2406 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leonurus sibiricus L."
 ]
}

 The dataset includes 2406 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011444-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tnrpn7
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Beilschmiedia rigida (Mez) Kosterm."
 ]
}

 The dataset includes 59 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0316947-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ztusyn
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Pittasoma rufopileatum Hartert, 1901"
 ]
}

 The dataset includes 273 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055548-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnp2u9
title: Occurrence Download

description: A dataset containing 1092694 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fagus sylvatica L."
 ]
}

 The dataset includes 1092694 records from 2216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000240-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.859805
title: Chemical analyses of manganese nodules and crusts from the Pacific Ocean using X-ray fluorescence

description: From 1983 until 1989 NOAA-NCEI compiled the NOAA-MMS Marine Minerals Geochemical Database from journal articles, technical reports and unpublished sources from other institutions. At the time it was the most extended data compilation on ferromanganese deposits world wide. Initially published in a proprietary format incompatible with present day standards it was jointly decided by AWI and NOAA to transcribe this legacy data into PANGAEA. This transfer is augmented by a careful checking of the original sources when available and the encoding of ancillary information (sample description, method of analysis...) not present in the NOAA-MMS database.
DOI: 10.1594/pangaea.859806
title: Chemical analyses of manganese nodules and crusts from the Pacific Ocean using wet chemistry

description: From 1983 until 1989 NOAA-NCEI compiled the NOAA-MMS Marine Minerals Geochemical Database from journal articles, technical reports and unpublished sources from other institutions. At the time it was the most extended data compilation on ferromanganese deposits world wide. Initially published in a proprietary format incompatible with present day standards it was jointly decided by AWI and NOAA to transcribe this legacy data into PANGAEA. This transfer is augmented by a careful checking of the original sources when available and the encoding of ancillary information (sample description, method of analysis...) not present in the NOAA-MMS database.