cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.12684623
title: Dataset for 'Low Molar Mass Cyclic Poly(L-lactide)s: Separate Transesterification Reactions of Cycles and Linear Chains in the Solid State'
title: Separate transesterification (CAL XXIX)

description: This set contains all MALDI and DSC data used for publication 'Low Molar Mass Cyclic Poly(L-lactide)s: Separate Transesterification Reactions of Cycles and Linear Chains in the Solid State' in RSC Soft Matter, DOI: 10.1039/D4SM00567H.
DOI: 10.5281/zenodo.12684624
title: Dataset for 'Low Molar Mass Cyclic Poly(L-lactide)s: Separate Transesterification Reactions of Cycles and Linear Chains in the Solid State'
title: Separate transesterification (CAL XXIX)

description: This set contains all MALDI and DSC data used for publication 'Low Molar Mass Cyclic Poly(L-lactide)s: Separate Transesterification Reactions of Cycles and Linear Chains in the Solid State' in RSC Soft Matter, DOI: 10.1039/D4SM00567H.
DOI: 10.15468/dl.m9zaxx
title: Occurrence Download

description: A dataset containing 3921 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence)",
 "TaxonKey is one of (Tamandua tetradactyla (Linnaeus, 1758))"
 ]
 }
 ]
}

 The dataset includes 3921 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027977-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12698513
title: Cost and cost distribution of policy-driven investments in decentralized heating systems in residential buildings in Germany - Supplementary material

description: This repository holds supplementary material for research concerning the Cost and cost distribution of policy-driven investments in decentralized heating systems in residential buildings in Germany

which was published as a working paper as

Czock, Berit, Cordelia Frings, and Fabian Arnold. Cost and cost distribution of policy-driven investments in decentralized heating systems in residential buildings in Germany. No. 2024-4. Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI), 2024.

and is available at

https://www.ewi.uni-koeln.de/de/publikationen/cost-and-cost-distribution-of-policy-driven-investments-in-decentralized-heating-systems-in-residential-buildings-in-germany/

This repository includes the following documents



building list

description of technical and economic assumptions

detailed description of results


Further material can be made available on request.

 

 



Cost and cost distribution of policy-driven investments in decentralized heating systems in residential buildings in Germany - Supplementary material Creators Czock, Berit1 © 2024 by Berit Hanna Czock is licensed under  CC BY 4.0
DOI: 10.5281/zenodo.12698514
title: Cost and cost distribution of policy-driven investments in decentralized heating systems in residential buildings in Germany - Supplementary material

description: This repository holds supplementary material for research concerning the Cost and cost distribution of policy-driven investments in decentralized heating systems in residential buildings in Germany

which was published as a working paper as

Czock, Berit, Cordelia Frings, and Fabian Arnold. Cost and cost distribution of policy-driven investments in decentralized heating systems in residential buildings in Germany. No. 2024-4. Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI), 2024.

and is available at

https://www.ewi.uni-koeln.de/de/publikationen/cost-and-cost-distribution-of-policy-driven-investments-in-decentralized-heating-systems-in-residential-buildings-in-germany/

This repository includes the following documents



building list

description of technical and economic assumptions

detailed description of results


Further material can be made available on request.

 

 



Cost and cost distribution of policy-driven investments in decentralized heating systems in residential buildings in Germany - Supplementary material Creators Czock, Berit1 © 2024 by Berit Hanna Czock is licensed under  CC BY 4.0
DOI: 10.15468/dl.9fssek
title: Occurrence Download

description: A dataset listing the 4015246 species recorded in GBIF matching the query:
{ }

 The dataset's 4015246 records were derived from 75013 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027962-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uyn2up
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Urophorus humeralis (Fabricius, 1798)"
 ]
}

 The dataset includes 25 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027979-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12759266
title: Data of "Efficient and Device-Independent Active Quantum State Certification"

description: Dataset and analysis code for the manuscript "Efficient and Device-Independent Active Quantum State Certification"
DOI: 10.5281/zenodo.12759267
title: Data of "Efficient and Device-Independent Active Quantum State Certification"

description: Dataset and analysis code for the manuscript "Efficient and Device-Independent Active Quantum State Certification"
DOI: 10.15468/dl.ywt2nj
title: Occurrence Download

description: A dataset containing 12585 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Danthonia spicata (L.) Roem. & Schult."
 ]
}

 The dataset includes 12585 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027980-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18712/nsd-nsd1395-v4
title: Inhabitants Survey, Part 1, 2009

description: This data set is taken from the Inhabitants Survey, Part 1, 2009. The survey was carried out by the Agency for Public Management and eGovernment in the summer and autumn of 2009. The second part will be carried out in 2010.  The intention of the survey is to give a better insight into the inhabitants understanding and experience in service areas such as health and caring, education, knowledge,  inclusion in the community, safety, support, economy, transport, culture and communication. The Inhabitants Survey is one of the largest surveys of the administration in Norway.

To ensure a robust and professional survey, there was appointed a professional committee for the Inhabitants Survey. The comittee consisted of Styringsgruppen Ottar Hellevik, professor at the University of Oslo, Inger Johanne Pettersen, Professor II at the Bodø Graduate School of Business and the Sør-Trøndelag University College, Hanne Marthe Narud, professor at the University of Oslo, Tor Busch, professor at the Sør-Trøndelag University College, Asle Rolland, senior researcher at Statistics Norway, Tor Wallin Andreassen, professor at the BI Norwegian School of Management, Vivi Lassen, director of Difi, Tore M. Bredal, assistant director general of the Ministry of Defence, and Geir Leo Sedler, senior counsellor at the Ministry of Government Administration and Reform.

The group has in cooperation with the Ministry of Government Administration and Reform and the Agency for Public Management and eGovernment been responsible for developing the method, structure, questions and prepating the results. Statistics Norway, TNS Gallup, Synovate, KS and others have been assisted in guidance and quality control.
DOI: 10.12755/mwit.fas.2024.1
title: Compound Interest
DOI: 10.5281/zenodo.10625810
title: Daily flow output of the National Agroecosystems Model across the Mississippi-Atchafalaya River Basin

description: This dataset is the output from the National Agroecosystems Model (see DOI: 10.1111/1752-1688.13056 for details) using the Soil and Water Assessment Tool (SWAT). There are 36 809 files in the dataset. The files are labeled as:

XXXXXXXXXXXX_SWATflows.csv

Where XXXXXXXXXXXX is the HUC12 number.

Each file contains the following data in tabular format:

huc12 -- a 12-digit Hydrologic Unit Code (HUC) Identifier used to identify subwatersheds.

date -- formatted as YYYY-MM-DD (region and OS specific) is the date of the output.

surq_gen -- surface flow (m3/s) generated by the SWAT model on the day (date).

latq -- lateral flow (m3/s) generated by the SWAT model on the day (date).

qtile -- tile flow (m3/s) generated by the SWAT model on the day (date).

Qtotal -- total flow (m3/s) generated by the SWAT model on the day (date). The sum of all flows (surq_gen + latq + qtile).

The dataset is used in the study by Schilling et al., 2024, Evaluation of Flood Metrics Across the Mississippi-Atchafalaya River Basin and their Relation to Flood Damages. Details will be added after completion of the review of the submission.
DOI: 10.12755/mwit.fas.2024.2
title: Population genetics_EP1
DOI: 10.12755/mwit.fas.2024.3
title: Present value and Future value
DOI: 10.12755/mwit.fas.2024.4
title: Time Value of Money
DOI: 10.12755/mwit.fas.2024.5
title: กฎข้อที่ 1 ของอุณหพลศาสตร์ และกระบวนการทางอุณหพลศาสตร์ (ตอนที่ 1/3)
DOI: 10.12755/mwit.fas.2024.6
title: กลอนมืด
DOI: 10.12755/mwit.fas.2023.98
title: กลไกการเกิดวิวัฒนาการระดับจุลภาค
DOI: 10.12755/mwit.fas.2024.7
title: การทำคาริโอไทป์ (Karyotype)
DOI: 10.12755/mwit.fas.2024.8
title: การวาดทรงกลมท้องฟ้าของผู้สังเกต
DOI: 10.12755/mwit.fas.2024.9
title: การเท่ากันและพีชคณิตของเมทริกซ์
DOI: 10.12755/mwit.fas.2023.99
title: การแยกสารโดยเทคนิคโครมาโทกราฟี
DOI: 10.12755/mwit.fas.2024.10
title: ปฏิบัติการ การแบ่งเซลล์ meiosis
DOI: 10.12755/mwit.fas.2024.11
title: มิวเทชันระดับโครโมโซม (chromosomal mutation)
DOI: 10.15468/dl.hdpgm2
title: Occurrence Download

description: A dataset containing 1492 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Zooplankton occurrences and abundance in the Lake Edward system, Uganda"
 ]
}

 The dataset includes 1492 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027982-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.12755/mwit.fas.2023.100
title: วิธีการจัดระเบียบทางสังคม
DOI: 10.12755/mwit.fas.2024.12
title: สมบัติความยืดหยุ่นของของแข็ง (Elastic properties of solids)
DOI: 10.12755/mwit.fas.2024.13
title: อุปกรณ์สำหรับการผ่าตัดสิ่งมีชีวิต
DOI: 10.12755/mwit.fas.2024.14
title: เป้าหมายการพัฒนาที่ยั่งยืนในมิติสิ่งแวดล้อม เป้าหมายที่ 13
DOI: 10.12755/mwit.fas.2024.15
title: เป้าหมายการพัฒนาที่ยั่งยืนในมิติสิ่งแวดล้อม เป้าหมายที่ 15
DOI: 10.12755/mwit.fas.2024.16
title: แบบฝึกร้อยกรอง: ปริศนาผัน
DOI: 10.12755/mwit.fas.2023.101
title: แรงกระทำต่อเขื่อนกั้นน้ำแบบตรงและแบบเอียง
DOI: 10.15468/dl.k5a8kn
title: Occurrence Download

description: A dataset containing 14187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence, Living Specimen)",
 "Continent is Europe",
 "Country is one of (Austria, Switzerland, Liechtenstein)",
 "DatasetKey is one of (Österreichische Mykologische Gesellschaft - Austrian Mycological Society, EOD – eBird Observation Dataset, Pl@ntNet automatically identified occurrences, Tiroler Landesmuseum Ferdinandeum, Observation.org, Nature data from around the World, Swiss National Databank of Vascular Plants, Swiss National Dragonflies Databank, Swiss National Amphibian Databank, ZOBODAT (Zoological Botanical Database), inatura - Erlebnis Naturschau Dornbirn)",
 "Geometry POLYGON((9.52143 47.29468,9.52017 47.29173,9.52104 47.28952,9.52233 47.28826,9.52428 47.288,9.53418 47.2828,9.53554 47.27999,9.54229 47.2751,9.55824 47.27498,9.56581 47.27956,9.56905 47.28519,9.57264 47.29105,9.57808 47.29467,9.58365 47.29636,9.5925 47.30106,9.59783 47.30606,9.59863 47.31006,9.60351 47.32061,9.60714 47.32584,9.60816 47.33853,9.60589 47.3423,9.59942 47.34576,9.59363 47.34592,9.59 47.34199,9.58592 47.33999,9.58001 47.33776,9.57071 47.33853,9.56673 47.33692,9.5648 47.33584,9.56083 47.3313,9.56004 47.32492,9.56106 47.32138,9.55754 47.31761,9.55118 47.31407,9.54097 47.30914,9.53529 47.31022,9.5303 47.30683,9.52576 47.30422,9.52201 47.29864,9.52143 47.29468))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (NE, DD, LC, NT, VU, EN, CR, EW, EX)",
 "License is one of (CC-BY-NC 4.0, CC-BY 4.0, CC0 1.0)",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (839f8ed0-bafb-11d9-8e53-b8a03c50a862, da86174a-a605-43a4-a5e8-53d484152cd3, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f, f9912a00-84a9-11d9-8952-b8a03c50a862, 2d6e0e40-2aee-11d8-aa2d-b8a03c50a862, 64ee55c9-570a-42af-b7da-3f13c6b4e5a9, fccc6740-bbb1-11d9-839f-b8a03c50a862, e2e717bf-551a-4917-bdc9-4fa0f342c530)"
 ]
}

 The dataset includes 14187 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027981-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9jb7g
title: Occurrence Download

description: A dataset containing 1482 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Zooplankton occurrences and abundance in the Lake Albert system, Uganda"
 ]
}

 The dataset includes 1482 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027983-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14272/imakhntvdgliry-uhfffaoysa-n/chmo0000595
title: 13C nuclear magnetic resonance spectroscopy (13C NMR) (methyl prop-2-ynoate)
title: InChI=1S/C4H4O2/c1-3-4(5)6-2/h1H,2H3

description: dataset for 13C nuclear magnetic resonance spectroscopy (13C NMR)
DOI: 10.14272/imakhntvdgliry-uhfffaoysa-n/chmo0000593
title: 1H nuclear magnetic resonance spectroscopy (1H NMR) (methyl prop-2-ynoate)
title: InChI=1S/C4H4O2/c1-3-4(5)6-2/h1H,2H3

description: dataset for 1H nuclear magnetic resonance spectroscopy (1H NMR)
DOI: 10.14272/imakhntvdgliry-uhfffaoysa-n/chmo0000599
title: correlation spectroscopy (COSY) (methyl prop-2-ynoate)
title: InChI=1S/C4H4O2/c1-3-4(5)6-2/h1H,2H3

description: dataset for correlation spectroscopy (COSY)
DOI: 10.14272/imakhntvdgliry-uhfffaoysa-n/chmo0000596
title: distortionless enhancement with polarization transfer (DEPT) (methyl prop-2-ynoate)
title: InChI=1S/C4H4O2/c1-3-4(5)6-2/h1H,2H3

description: dataset for distortionless enhancement with polarization transfer (DEPT)
DOI: 10.14272/imakhntvdgliry-uhfffaoysa-n/chmo0000596.1
title: distortionless enhancement with polarization transfer (DEPT) (methyl prop-2-ynoate)
title: InChI=1S/C4H4O2/c1-3-4(5)6-2/h1H,2H3

description: dataset for distortionless enhancement with polarization transfer (DEPT)
DOI: 10.14272/imakhntvdgliry-uhfffaoysa-n.1
title: methyl prop-2-ynoate
title: InChI=1S/C4H4O2/c1-3-4(5)6-2/h1H,2H3

description: This is a physical chemical entity[CHEBI_24431] associated with a molecule[CHEBI_25367].
 The molecule[CHEBI_25367] can be described by the following structural desciptors[cheminf_000085]:
 InChI descriptor[cheminf_000113]: InChI=1S/C4H4O2/c1-3-4(5)6-2/h1H,2H3, and canonical SMILES descriptor[cheminf_000007]: COC(=O)C#C, and by the IUPAC name[cheminf_000107]: methyl prop-2-ynoate.
 
 The physical chemical entity[CHEBI_24431] has a component solvent[CHEBI_46787] which is described by the canonical SMILES descriptor[cheminf_000007]:
 
 The physical chemical entity[CHEBI_24431] has the following Sample ID as registered in the research data repository chemotion (www.chemotion-repository.net, https://doi.org/10.25504/FAIRsharing.iagXcR): CRS-42881

 The physical chemical entity[CHEBI_24431] can be described by the physical descriptors [CHEMINF_000025]:
 Melting point descriptor[CHEMINF_000256]: 
 Boiling point descriptor[CHEMINF_000257]: 
 Refractive index descriptor[CHEMINF_000253]:

 The physical chemical entity[CHEBI_24431] can be further described by the following assays[OBI:0000070][CHMO:0001133]:
 
 CHMO:0000595 | 13C nuclear magnetic resonance spectroscopy (13C NMR)
 
 CHMO:0000593 | 1H nuclear magnetic resonance spectroscopy (1H NMR)
 
 CHMO:0000596 | distortionless enhancement with polarization transfer (DEPT)
 
 CHMO:0000596 | distortionless enhancement with polarization transfer (DEPT)
 
 CHMO:0000599 | correlation spectroscopy (COSY)
 
 CHMO:0001146 | 1H--13C heteronuclear single quantum coherence (1H-13C HSQC)
 
 CHMO:0001148 | 1H--13C heteronuclear multiple bond coherence (13C-1H HMBC)
 
 The physical chemical entity[CHEBI_24431] was deposited to the Molecule Archive of the Karlsruhe Insitute of Technology (KIT) with the following Sample ID: 

 Used ontologies:
 CHEBI - Chemical Entities of Biological Interest
 CHEMINF - chemical information ontology (information entities about chemical entities)
 CHMO - Chemical Methods Ontology
 OBI - Ontology for Biomedical Investigations
DOI: 10.14272/imakhntvdgliry-uhfffaoysa-n/chmo0001146
title: 1H--13C heteronuclear single quantum coherence (1H-13C HSQC) (methyl prop-2-ynoate)
title: InChI=1S/C4H4O2/c1-3-4(5)6-2/h1H,2H3

description: dataset for 1H--13C heteronuclear single quantum coherence (1H-13C HSQC)
DOI: 10.14272/imakhntvdgliry-uhfffaoysa-n/chmo0001148
title: 1H--13C heteronuclear multiple bond coherence (13C-1H HMBC) (methyl prop-2-ynoate)
title: InChI=1S/C4H4O2/c1-3-4(5)6-2/h1H,2H3

description: dataset for 1H--13C heteronuclear multiple bond coherence (13C-1H HMBC)
DOI: 10.5281/zenodo.12755057
title: Data associated with Band theory for heterostructures with interface superlattices

description: Data used to produce the figures in the paper "Band theory for heterostructures with interface superlattices" to be published in Physical Review B.
DOI: 10.5281/zenodo.12755058
title: Data associated with Band theory for heterostructures with interface superlattices

description: Data used to produce the figures in the paper "Band theory for heterostructures with interface superlattices" to be published in Physical Review B.
DOI: 10.5519/qd.whbqh05n
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (5862139 records)
DOI: 10.5281/zenodo.12759355
title: GLOVE_train_test_set.hdf5

description: GLOVE_100 dataset contains one million pre-trained Global Vectors for Word Representation (GloVe) embeddings that capture semantic relationships between words. These 100-dimensional embedding vectors were pre-trained on the combined Wikipedia 2014 + Gigaword 5th Edition corpora (6B tokens, 400K vocabulary) and cover a wide range of English words, enabling comprehensive assessments of approximate similarity search methods across diverse vocabulary and word relationships.
description: GloVe 6B word embeddings from https://nlp.stanford.edu/projects/glove/ (Wikipedia 2014 + Gigaword 5:  100d vector) has been pre-split into train (999,999,900 elements) and test (100 elements) sets and stored into a HDF5 file.
DOI: 10.5281/zenodo.12759356
title: GLOVE_train_test_set.hdf5

description: GLOVE_100 dataset contains one million pre-trained Global Vectors for Word Representation (GloVe) embeddings that capture semantic relationships between words. These 100-dimensional embedding vectors were pre-trained on the combined Wikipedia 2014 + Gigaword 5th Edition corpora (6B tokens, 400K vocabulary) and cover a wide range of English words, enabling comprehensive assessments of approximate similarity search methods across diverse vocabulary and word relationships.
description: GloVe 6B word embeddings from https://nlp.stanford.edu/projects/glove/ (Wikipedia 2014 + Gigaword 5:  100d vector) has been pre-split into train (999,999,900 elements) and test (100 elements) sets and stored into a HDF5 file.
DOI: 10.5281/zenodo.12706179
title: The influence of stabiliser concentration on the formation of In2O3 thin films - Data

description: This Origin file contains the supporting processed data for all of the figures from the main paper from the publication 'The influence of stabiliser concentration on the formation of In2O3 thin films'.
DOI: 10.5281/zenodo.12706180
title: The influence of stabiliser concentration on the formation of In2O3 thin films - Data

description: This Origin file contains the supporting processed data for all of the figures from the main paper from the publication 'The influence of stabiliser concentration on the formation of In2O3 thin films'.
DOI: 10.5281/zenodo.12723583
title: Données - Les scénarios de transition énergétique en France, quel impact sur l'emploi ?

description: Si la décarbonation de l’électricité constitue un objectif central de la planification énergétique française, les trajectoires possibles demeurent multiples et variées, notamment en ce qui concerne la répartition entre les énergies renouvelables et le nucléaire. Chaque trajectoire a des implications macroéconomiques, en particulier sur l’emploi. Pour traiter ce sujet, cet article analyse l’impact des scénarios de production électrique élaborés par RTE sur l’emploi en France, en utilisant le modèle entrées-sorties TETE et les hypothèses de coût de RTE. Les résultats démontrent que les scénarios qui tendent vers un mix 100 % renouvelable génèrent davantage d'emplois, et nécessitent également des investissements plus importants. Ainsi, la diminution des emplois dans le secteur nucléaire est plus que compensée par la création d’emplois dans les filières renouvelables. Cette dynamique varie selon les régions et certaines devront faire face à des enjeux de réorientation et de formation professionnelle. Enfin, la comparaison avec d'autres études utilisant des méthodes différentes confirme les tendances obtenues.
DOI: 10.5281/zenodo.12723584
title: Données - Les scénarios de transition énergétique en France, quel impact sur l'emploi ?

description: Si la décarbonation de l’électricité constitue un objectif central de la planification énergétique française, les trajectoires possibles demeurent multiples et variées, notamment en ce qui concerne la répartition entre les énergies renouvelables et le nucléaire. Chaque trajectoire a des implications macroéconomiques, en particulier sur l’emploi. Pour traiter ce sujet, cet article analyse l’impact des scénarios de production électrique élaborés par RTE sur l’emploi en France, en utilisant le modèle entrées-sorties TETE et les hypothèses de coût de RTE. Les résultats démontrent que les scénarios qui tendent vers un mix 100 % renouvelable génèrent davantage d'emplois, et nécessitent également des investissements plus importants. Ainsi, la diminution des emplois dans le secteur nucléaire est plus que compensée par la création d’emplois dans les filières renouvelables. Cette dynamique varie selon les régions et certaines devront faire face à des enjeux de réorientation et de formation professionnelle. Enfin, la comparaison avec d'autres études utilisant des méthodes différentes confirme les tendances obtenues.