Automated Multi-Dataset Analysis (AMDA): An on-line database and analysis tool for heliospheric and planetary plasma data

V. Génot; E. Budnik; C. Jacquey; M. Bouchemit; B. Renard; N. Dufourg; N. André; B. Cecconi; F. Pitout; B. Lavraud; A. Fedorov; M. Ganfloff; I. Plotnikov; R. Modolo; N. Lormant; H. Si Hadj Mohand; C. Tao; B. Besson; D. Heulet; D. Boucon; J. Durand; N. Bourrel; Q. Brzustowski; N. Jourdane; R. Hitier; P. Garnier; B. Grison; N. Aunai; A. Jeandet; F. Cabrolie

doi:10.1016/j.pss.2021.105214

Automated Multi-Dataset Analysis (AMDA): An on-line database and analysis tool for heliospheric and planetary plasma data

V. Génot, E. Budnik, C. Jacquey, M. Bouchemit, B. Renard, N. Dufourg, N. André, B. Cecconi, F. Pitout, B. Lavraud, A. Fedorov, M. Ganfloff, I. Plotnikov, R. Modolo, N. Lormant, H. Si Hadj Mohand, C. Tao, B. Besson, D. Heulet, D. BouconJ. Durand, N. Bourrel, Q. Brzustowski, N. Jourdane, R. Hitier, P. Garnier, B. Grison, N. Aunai, A. Jeandet, F. Cabrolie

Research output: Contribution to journal › Article › peer-review

Abstract

Accessing, visualizing and analyzing heterogeneous plasma datasets has always been a tedious task that hindered students and senior researchers as well. Offering user friendly and versatile tools to perform basic research tasks is therefore pivotal for data centres including the Centre de Données de la Physique des Plasmas (CDPP http://www.cdpp.eu/) which holds a large variety of plasma data from various Earth, planetary and heliophysics missions and observatories in plasma physics. This clearly helps gaining increased attention, relevant feedback, and enhanced science return on data. These are the key ideas that crystallized at CDPP more than 15 years ago and resulted in the lay-out of the concepts, and then development, of AMDA, the Automated Multi-Dataset Analysis software (http://amda.cdpp.eu/). This paper gives a description of the architecture of AMDA, describes its functionalities, presents some use cases taken from the literature or fruitful collaborations and shows how it offers unique capabilities for educational purposes.

Original language	English
Article number	105214
Journal	Planetary and Space Science
Volume	201
DOIs	https://doi.org/10.1016/j.pss.2021.105214
Publication status	Published - 1 Jul 2021
Externally published	Yes

Keywords

Analysis tool
Database
Interoperability
Space plasmas

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10.1016/j.pss.2021.105214

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Génot, V., Budnik, E., Jacquey, C., Bouchemit, M., Renard, B., Dufourg, N., André, N., Cecconi, B., Pitout, F., Lavraud, B., Fedorov, A., Ganfloff, M., Plotnikov, I., Modolo, R., Lormant, N., Mohand, H. S. H., Tao, C., Besson, B., Heulet, D., ... Cabrolie, F. (2021). Automated Multi-Dataset Analysis (AMDA): An on-line database and analysis tool for heliospheric and planetary plasma data. Planetary and Space Science, 201, Article 105214. https://doi.org/10.1016/j.pss.2021.105214

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title = "Automated Multi-Dataset Analysis (AMDA): An on-line database and analysis tool for heliospheric and planetary plasma data",

abstract = "Accessing, visualizing and analyzing heterogeneous plasma datasets has always been a tedious task that hindered students and senior researchers as well. Offering user friendly and versatile tools to perform basic research tasks is therefore pivotal for data centres including the Centre de Donn{\'e}es de la Physique des Plasmas (CDPP http://www.cdpp.eu/) which holds a large variety of plasma data from various Earth, planetary and heliophysics missions and observatories in plasma physics. This clearly helps gaining increased attention, relevant feedback, and enhanced science return on data. These are the key ideas that crystallized at CDPP more than 15 years ago and resulted in the lay-out of the concepts, and then development, of AMDA, the Automated Multi-Dataset Analysis software (http://amda.cdpp.eu/). This paper gives a description of the architecture of AMDA, describes its functionalities, presents some use cases taken from the literature or fruitful collaborations and shows how it offers unique capabilities for educational purposes.",

keywords = "Analysis tool, Database, Interoperability, Space plasmas",

author = "V. G{\'e}not and E. Budnik and C. Jacquey and M. Bouchemit and B. Renard and N. Dufourg and N. Andr{\'e} and B. Cecconi and F. Pitout and B. Lavraud and A. Fedorov and M. Ganfloff and I. Plotnikov and R. Modolo and N. Lormant and Mohand, \{H. Si Hadj\} and C. Tao and B. Besson and D. Heulet and D. Boucon and J. Durand and N. Bourrel and Q. Brzustowski and N. Jourdane and R. Hitier and P. Garnier and B. Grison and N. Aunai and A. Jeandet and F. Cabrolie",

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year = "2021",

month = jul,

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doi = "10.1016/j.pss.2021.105214",

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Génot, V, Budnik, E, Jacquey, C, Bouchemit, M, Renard, B, Dufourg, N, André, N, Cecconi, B, Pitout, F, Lavraud, B, Fedorov, A, Ganfloff, M, Plotnikov, I, Modolo, R, Lormant, N, Mohand, HSH, Tao, C, Besson, B, Heulet, D, Boucon, D, Durand, J, Bourrel, N, Brzustowski, Q, Jourdane, N, Hitier, R, Garnier, P, Grison, B, Aunai, N, Jeandet, A & Cabrolie, F 2021, 'Automated Multi-Dataset Analysis (AMDA): An on-line database and analysis tool for heliospheric and planetary plasma data', Planetary and Space Science, vol. 201, 105214. https://doi.org/10.1016/j.pss.2021.105214

TY - JOUR

T1 - Automated Multi-Dataset Analysis (AMDA)

T2 - An on-line database and analysis tool for heliospheric and planetary plasma data

AU - Génot, V.

AU - Budnik, E.

AU - Jacquey, C.

AU - Bouchemit, M.

AU - Renard, B.

AU - Dufourg, N.

AU - André, N.

AU - Cecconi, B.

AU - Pitout, F.

AU - Lavraud, B.

AU - Fedorov, A.

AU - Ganfloff, M.

AU - Plotnikov, I.

AU - Modolo, R.

AU - Lormant, N.

AU - Mohand, H. Si Hadj

AU - Tao, C.

AU - Besson, B.

AU - Heulet, D.

AU - Boucon, D.

AU - Durand, J.

AU - Bourrel, N.

AU - Brzustowski, Q.

AU - Jourdane, N.

AU - Hitier, R.

AU - Garnier, P.

AU - Grison, B.

AU - Aunai, N.

AU - Jeandet, A.

AU - Cabrolie, F.

PY - 2021/7/1

Y1 - 2021/7/1

N2 - Accessing, visualizing and analyzing heterogeneous plasma datasets has always been a tedious task that hindered students and senior researchers as well. Offering user friendly and versatile tools to perform basic research tasks is therefore pivotal for data centres including the Centre de Données de la Physique des Plasmas (CDPP http://www.cdpp.eu/) which holds a large variety of plasma data from various Earth, planetary and heliophysics missions and observatories in plasma physics. This clearly helps gaining increased attention, relevant feedback, and enhanced science return on data. These are the key ideas that crystallized at CDPP more than 15 years ago and resulted in the lay-out of the concepts, and then development, of AMDA, the Automated Multi-Dataset Analysis software (http://amda.cdpp.eu/). This paper gives a description of the architecture of AMDA, describes its functionalities, presents some use cases taken from the literature or fruitful collaborations and shows how it offers unique capabilities for educational purposes.

AB - Accessing, visualizing and analyzing heterogeneous plasma datasets has always been a tedious task that hindered students and senior researchers as well. Offering user friendly and versatile tools to perform basic research tasks is therefore pivotal for data centres including the Centre de Données de la Physique des Plasmas (CDPP http://www.cdpp.eu/) which holds a large variety of plasma data from various Earth, planetary and heliophysics missions and observatories in plasma physics. This clearly helps gaining increased attention, relevant feedback, and enhanced science return on data. These are the key ideas that crystallized at CDPP more than 15 years ago and resulted in the lay-out of the concepts, and then development, of AMDA, the Automated Multi-Dataset Analysis software (http://amda.cdpp.eu/). This paper gives a description of the architecture of AMDA, describes its functionalities, presents some use cases taken from the literature or fruitful collaborations and shows how it offers unique capabilities for educational purposes.

KW - Analysis tool

KW - Database

KW - Interoperability

KW - Space plasmas

U2 - 10.1016/j.pss.2021.105214

DO - 10.1016/j.pss.2021.105214

M3 - Article

AN - SCOPUS:85105325859

SN - 0032-0633

VL - 201

JO - Planetary and Space Science

JF - Planetary and Space Science

M1 - 105214

ER -

Automated Multi-Dataset Analysis (AMDA): An on-line database and analysis tool for heliospheric and planetary plasma data

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Keywords

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