cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.75wj24
title: Occurrence Download

description: A dataset containing 785 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ananas comosus bracteatus",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 785 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003936-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkkr9g
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Paspalum distichum"
 ]
}

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003923-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crx4fn
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((125.97155 37.29595,127.29794 37.29595,127.29794 37.82628,125.97155 37.82628,125.97155 37.29595))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Libellula angelina"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003938-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jgwgy6
title: Occurrence Download

description: A dataset containing 1309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Miconia argentea",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1309 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003939-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evnv8x
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astyanax utiariti",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 52 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003940-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9vx78
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coleus kanneliyensis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 21 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003941-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25909/26028247
title: OzBarley: raw images from controlled environment growth experiment of OzBarley elite panel

description: This dataset forms part of the OzBarley Collection. Images can be accessed via the above hyperlink. Metadata associated with the image dataset is available here. The excel file contains individual hyperlinks for each plant grown in the controlled environment experiment. In brief, OzBarley accession names and OzBarley IDs are provided for each plant grown during the controlled environment growth experiment using a LemnaTec 3D Scanalzer. In addition, the Smarthouse location and replicate of each plant is provided. Hyperlinks to the raw images collected during the experiment are provided for each plant, thus multiple replicates per OzBarley accession. Each hyperlink resolves to a landing page where time course zip folders can be downloaded for single images from two fluorescence cameras (side view – SV; top view – TV) and for 19 red-green-blue images from four cameras and six rotational angles (0 to 5, at 20° rotation).
DOI: 10.25909/26028247.v1
title: OzBarley elite panel

description: Images and data from a phenotypic growth experiment of a diverse set of barley varieties (OzBarley elite panel) performed at the APPF Plant Accelerator (TPA), University of Adelaide, on behalf of UA (Berger).
DOI: 10.25909/26028247.v2
title: OzBarley: raw images from controlled environment growth experiment of OzBarley elite panel

description: This dataset forms part of the OzBarley Collection. Images can be accessed via the above hyperlink. Metadata associated with the image dataset is available here. The excel file contains individual hyperlinks for each plant grown in the controlled environment experiment. In brief, OzBarley accession names and OzBarley IDs are provided for each plant grown during the controlled environment growth experiment using a LemnaTec 3D Scanalzer. In addition, the Smarthouse location and replicate of each plant is provided. Hyperlinks to the raw images collected during the experiment are provided for each plant, thus multiple replicates per OzBarley accession. Each hyperlink resolves to a landing page where time course zip folders can be downloaded for single images from two fluorescence cameras (side view – SV; top view – TV) and for 19 red-green-blue images from four cameras and six rotational angles (0 to 5, at 20° rotation).
DOI: 10.15468/dl.f5nbxs
title: Occurrence Download

description: A dataset containing 9590 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asthenes fuliginosa"
 ]
}

 The dataset includes 9590 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003942-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umkc8m
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astyanax xavante",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 53 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003943-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yt75qt
title: Occurrence Download

description: A dataset containing 10644 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ochroma pyramidale",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 10644 records from 315 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003944-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25522/manifesto.mpdssa.2018a
title: Manifesto Project Dataset: South America

description: The Manifesto Project Dataset provides the scientific community with parties’ policy positions derived from a content analysis of parties’ electoral manifestos. It covers over 1.000 parties from 1945 until today in over 50 countries on five continents.
 The content analysis aims to discover party and presidential stances by quantifying their statements and messages to their electorate. A unified classification scheme with an accompanying set of rules was developed to make such statements comparable. Analysing manifestos allows for measurement of party and presidents’ policy positions across countries and elections within a common framework. Manifestos are understood to be parties’ only and presidential candidates’ main authoritative policy statements and, therefore, as indicators of the parties’ policy preferences at a given point in time.
 The Manifesto Project Data Collection was originally created by the Manifesto Research Group (MRG) in the late 1970s and the 1980s. The work was continued under the name Comparative Manifestos Project (CMP) at the WZB Berlin Social Science Center in the 1990s and 2000s. Since 2009 the Manifesto Research on Political Representation (MARPOR) project updates and extends the dataset. It is funded by the German Research Foundation (DFG) and is still located at the WZB Berlin Social Science Center.
description: Content coding
DOI: 10.15468/dl.xa6x4d
title: Occurrence Download

description: A dataset containing 6167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phagnalon sordidum (L.) Rchb.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6167 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0258129-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21249/dzhw:scs2016:1.0.0
title: DZHW-Wissenschaftlerbefragung 2016
title: DZHW Scientists Survey 2016

description: Die DZHW-Wissenschaftlerbefragung 2016 ist eine Onlinebefragung des hauptberuflichen wissenschaftlich-künstlerischen Personals an deutschen Universitäten, pädagogischen, theologischen, Kunst- und Musikhochschulen sowie medizinischen Hochschulen. Sie wird als Trendstudie in regelmäßigen Abständen wiederholt und schließt an die Wissenschaftlerbefragung 2010 des damaligen Instituts für Forschungsinformation und Qualitätssicherung (iFQ) an, mit dem das DZHW im Januar 2016 fusionierte.
Das Hauptthema der aktuellen wie der vorausgehenden Befragung sind die Forschungsbedingungen der Wissenschaftlerinnen und Wissenschaftler an deutschen Universitäten vor dem Hintergrund der Veränderungen des deutschen Wissenschaftssystems der letzten 20 Jahre. Der Fragebogen enthält u.a. Fragen zu wissenschaftspolitischen Einstellungen, zur Beschäftigungssituation und Karrierechancen des wissenschaftlichen Nachwuchses, zum Begutachtungswesen (Peer Review), zur Leistungsorientierten Mittelvergabe, zur Akquise von Drittmitteln und zu Arbeitszeitbudgets.
description: The DZHW Scientists Survey 2016 is an online survey for full-time academic and artistic personnel at German universities, teacher training colleges, theological colleges, art and music colleges as well as medical schools. As a trend study, the survey is repeated periodically. It is a follow-up to the Scientists Survey 2010 which was carried out by the Institute for Research Information and Quality Assurance (iFQ). The iFQ merged with the DZHW in January 2016.
Both the current and the last survey focus mainly on the research conditions of academics at German universities in regard to the changes of the German science system over the last 20 years. The survey contains questions on opinions on science politics, employment and career prospects of young academics, the peer review system, merit-based resource allocation, the acquisition of external funds and working time budgets.
description: Self-administered questionnaire: Web-based
description: DZHW-Wissenschaftlerbefragung 2016: Standardisierte Onlinebefragung
description: DZHW Scientists Survey 2016: Standardised online survey
description: <strong>DZHW-Wissenschaftlerbefragung 2016:</strong>
 Hauptberufliches wissenschaftlich-künstlerisches Personal an deutschen Universitäten, pädagogischen, theologischen, Kunst- und Musikhochschulen sowie medizinischen Hochschulen. Ohne Lehrbeauftragte, ohne Privatdozenten und ohne außerplanmäßige Professor/innen/en.
description: <strong>DZHW Scientists Survey 2016:</strong>
 Full-time academic and artistic personnel at German universities, teacher training colleges, theological colleges, art and music colleges as well as medical schools. Without lecturers, without private lecturers and without non-scheduled professors.
description: Wahrscheinlichkeitsauswahl
DOI: 10.15468/dl.tq6qcb
title: Occurrence Download

description: A dataset containing 8187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sideritis romana L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8187 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259670-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbretz
title: Occurrence Download

description: A dataset containing 1145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chaenomeles speciosa (Sweet) Nakai",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1145 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0415594-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwpae7
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Valeriana saxicola C.A.Mey.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 44 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0415564-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msn6rr
title: Occurrence Download

description: A dataset containing 481178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer platanoides L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 481178 records from 784 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0345858-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2r558y
title: Occurrence Download

description: A dataset containing 401907 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alectoris rufa (Linnaeus, 1758))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 401907 records from 1640 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084127-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/1my-dy7-1rq
title: Echiochilon Desf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4we-gna-sfc
title: Echiochilon Desf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/e0c-qnd-pjc
title: Echiochilon arabicum (O. Schwartz) I. M. Johnst.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/prx-ga9-2qy
title: Anthriscus sylvestris subsp. fumarioides (Waldst. & Kit.) Spalik

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0js-k05-mae
title: Echiochilon Desf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xmp-nbt-t7c
title: Impatiens kamerunensis Warb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mjx-w6s-wpy
title: Aristolochia lutea Desf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1gy-qb0-5c2
title: Echiochilon persicum (Burm. fil.) I. M. Johnst.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fx3-cws-g97
title: Impatiens digitata Warb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/m3a-7q1-0yv
title: Impatiens balsamina L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ssz-b68-q5v
title: Echiochilon Desf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dzm-x5x-642
title: Ceropegia affinis Vatke

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qgl-6w6-y76
title: Impatiens balsamina L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/z4d-nq9-tk8
title: Impatiens digitata Warb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/069-cxs-ynk
title: Echiochilon Desf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7mb-ksv-yr0
title: Echiochilon Desf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/37k-fmp-2vs
title: Impatiens balsamina L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7gq-7gt-k1d
title: Echiochilon Desf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7ab-4pa-eke
title: Echiochilon Desf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bp3-1ep-j92
title: Impatiens balsamina L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gad-zcr-p8p
title: Plantae

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fsd-5a1-zcb
title: Heliotropium L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wvw-q49-y2p
title: Alkanna strigosa Boiss. & Hohen.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1wl-fz5-zlw
title: Apocynaceae Juss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fjs-thh-df5
title: Impatiens burtonii Hook. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y4t-6nf-j3h
title: Impatiens burtonii Hook. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/420-qhb-bzs
title: Heliotropium steudneri subsp. steudneri

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v5m-sse-gbc
title: Heliotropium bacciferum Forssk.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/x5w-21r-t29
title: Plantae

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/x7q-k5d-9ae
title: Impatiens burtonii Hook. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/03h-r2z-rz6
title: Echiochilon Desf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/cbx-63z-12c
title: Impatiens burtonii Hook. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/a8y-7hc-wwp
title: Cynoglossum officinale L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qfl-3hf-831
title: Boraginaceae Juss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/r85-3xx-hbp
title: Heliotropium steudneri subsp. steudneri

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9g5-rtp-v0n
title: Halacsya sendtneri (Boiss.) Dörfl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rv6-fde-xm4
title: Cerinthe glabra Mill.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/23x-lgp-05d
title: Impatiens raphidothrix Warb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2pm-4xt-vhp
title: Barleria acanthoides Vahl

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/k1x-yx9-jjj
title: Tecoma stans (L.) Juss. ex Kunth

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2gb-gkn-rkx
title: Heliotropium angiospermum Murray

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/czx-2sp-073
title: Bothriospermum chinense Bunge

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.x9heq8
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plesiodipsas perijanensis (Aleman, 1953)"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112791-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/49j-xl7-m79
title: Heliotropium L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bfx-baf-g2f
title: Anchusa hybrida Ten.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3sy-d31-3rr
title: Heliotropium L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/clq-zmc-n7h
title: Plantae

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.17632/53jgcyfpgw.1
title: High-Impact Weather Effects on Wind and Solar Power Systems under Future Climate Scenarios in China

description: The code includesMissing values and outlier treatment.py, Meteorology projection module.py, Renewable power generation module.py, and Power transmission optimization module.py, and can realize a full pipeline from data cleaning to system optimization. Specifically, it cleans hourly meteorology (interpolation and robust outlier handling), projects/prepares driver variables, converts them into wind/PV generation, and optimizes power transmission with losses, storage, reserves, and line expansion.