Innovative Analysis Ready Data (ARD) product and process requirements, software system design, algorithms and implementation at the midstream as necessary-but-not-sufficient precondition of the downstream in a new notion of Space Economy 4.0 - Part 2: Software developments

Andrea Baraldi; Luca D. Sapia; Dirk Tiede; Martin Sudmanns; Hannah Augustin; Stefan Lang

doi:10.1080/20964471.2021.2017582

Innovative Analysis Ready Data (ARD) product and process requirements, software system design, algorithms and implementation at the midstream as necessary-but-not-sufficient precondition of the downstream in a new notion of Space Economy 4.0 - Part 2: Software developments

Andrea Baraldi, Luca D. Sapia, Dirk Tiede, Martin Sudmanns, Hannah Augustin, Stefan Lang

Geoinformatics

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

Original language	English
Pages (from-to)	694-811
Journal	Big Earth Data
Volume	7
Issue number	3
DOIs	https://doi.org/10.1080/20964471.2021.2017582
Publication status	Published - 2023

Bibliographical note

Publisher Copyright:
© 2022 The Author(s). Published by Taylor & Francis Group and Science Press on behalf of the International Society for Digital Earth, supported by the International Research Center of Big Data for Sustainable Development Goals, and CASEarth Strategic Priority Research Programme.

Keywords

2D spatial topology-preserving
Analysis Ready Data
Artificial General Intelligence
Artificial Narrow Intelligence
Earth observation
Global Earth Observation System of (component) Systems
Scene Classification Map
Space Economy 4.0
big data
cognitive science
computer vision
essential climate variables
inductive/ deductive/ hybrid inference
radiometric corrections of optical imagery from atmospheric, topographic, adjacency and bidirectional reflectance distribution function effects
semantic content-based image retrieval
world ontology
retinotopic image mapping

Fields of Science and Technology Classification 2012

207 Environmental Engineering, Applied Geosciences

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1080/20964471.2021.2017582

Cite this

Baraldi, A., Sapia, L. D., Tiede, D., Sudmanns, M., Augustin, H., & Lang, S. (2023). Innovative Analysis Ready Data (ARD) product and process requirements, software system design, algorithms and implementation at the midstream as necessary-but-not-sufficient precondition of the downstream in a new notion of Space Economy 4.0 - Part 2: Software developments. Big Earth Data, 7(3), 694-811. https://doi.org/10.1080/20964471.2021.2017582

Baraldi, Andrea ; Sapia, Luca D. ; Tiede, Dirk et al. / Innovative Analysis Ready Data (ARD) product and process requirements, software system design, algorithms and implementation at the midstream as necessary-but-not-sufficient precondition of the downstream in a new notion of Space Economy 4.0 - Part 2: Software developments. In: Big Earth Data. 2023 ; Vol. 7, No. 3. pp. 694-811.

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title = "Innovative Analysis Ready Data (ARD) product and process requirements, software system design, algorithms and implementation at the midstream as necessary-but-not-sufficient precondition of the downstream in a new notion of Space Economy 4.0 - Part 2: Software developments",

keywords = "2D spatial topology-preserving, Analysis Ready Data, Artificial General Intelligence, Artificial Narrow Intelligence, Earth observation, Global Earth Observation System of (component) Systems, Scene Classification Map, Space Economy 4.0, big data, cognitive science, computer vision, essential climate variables, inductive/ deductive/ hybrid inference, radiometric corrections of optical imagery from atmospheric, topographic, adjacency and bidirectional reflectance distribution function effects, semantic content-based image retrieval, world ontology, retinotopic image mapping",

author = "Andrea Baraldi and Sapia, {Luca D.} and Dirk Tiede and Martin Sudmanns and Hannah Augustin and Stefan Lang",

note = "Publisher Copyright: {\textcopyright} 2022 The Author(s). Published by Taylor & Francis Group and Science Press on behalf of the International Society for Digital Earth, supported by the International Research Center of Big Data for Sustainable Development Goals, and CASEarth Strategic Priority Research Programme.",

year = "2023",

doi = "10.1080/20964471.2021.2017582",

language = "English",

volume = "7",

pages = "694--811",

number = "3",

}

Baraldi, A, Sapia, LD, Tiede, D , Sudmanns, M , Augustin, H & Lang, S 2023, 'Innovative Analysis Ready Data (ARD) product and process requirements, software system design, algorithms and implementation at the midstream as necessary-but-not-sufficient precondition of the downstream in a new notion of Space Economy 4.0 - Part 2: Software developments', Big Earth Data, vol. 7, no. 3, pp. 694-811. https://doi.org/10.1080/20964471.2021.2017582

Innovative Analysis Ready Data (ARD) product and process requirements, software system design, algorithms and implementation at the midstream as necessary-but-not-sufficient precondition of the downstream in a new notion of Space Economy 4.0 - Part 2: Software developments. / Baraldi, Andrea; Sapia, Luca D.; Tiede, Dirk et al.
In: Big Earth Data, Vol. 7, No. 3, 2023, p. 694-811.

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

TY - JOUR

T1 - Innovative Analysis Ready Data (ARD) product and process requirements, software system design, algorithms and implementation at the midstream as necessary-but-not-sufficient precondition of the downstream in a new notion of Space Economy 4.0 - Part 2: Software developments

AU - Baraldi, Andrea

AU - Sapia, Luca D.

AU - Tiede, Dirk

AU - Sudmanns, Martin

AU - Augustin, Hannah

AU - Lang, Stefan

N1 - Publisher Copyright: © 2022 The Author(s). Published by Taylor & Francis Group and Science Press on behalf of the International Society for Digital Earth, supported by the International Research Center of Big Data for Sustainable Development Goals, and CASEarth Strategic Priority Research Programme.

PY - 2023

Y1 - 2023

KW - 2D spatial topology-preserving

KW - Analysis Ready Data

KW - Artificial General Intelligence

KW - Artificial Narrow Intelligence

KW - Earth observation

KW - Global Earth Observation System of (component) Systems

KW - Scene Classification Map

KW - Space Economy 4.0

KW - big data

KW - cognitive science

KW - computer vision

KW - essential climate variables

KW - inductive/ deductive/ hybrid inference

KW - radiometric corrections of optical imagery from atmospheric, topographic, adjacency and bidirectional reflectance distribution function effects

KW - semantic content-based image retrieval

KW - world ontology

KW - retinotopic image mapping

UR - https://doi.org/10.1080/20964471.2021.2017582

UR - http://www.scopus.com/inward/record.url?scp=85139839040&partnerID=8YFLogxK

UR - https://www.mendeley.com/catalogue/a636876e-c7ed-398d-9283-b77eb15aae3f/

U2 - 10.1080/20964471.2021.2017582

DO - 10.1080/20964471.2021.2017582

M3 - Article

SN - 2096-4471

VL - 7

SP - 694

EP - 811

JO - Big Earth Data

JF - Big Earth Data

IS - 3

ER -

Baraldi A, Sapia LD, Tiede D , Sudmanns M , Augustin H , Lang S. Innovative Analysis Ready Data (ARD) product and process requirements, software system design, algorithms and implementation at the midstream as necessary-but-not-sufficient precondition of the downstream in a new notion of Space Economy 4.0 - Part 2: Software developments. Big Earth Data. 2023;7(3):694-811. doi: 10.1080/20964471.2021.2017582

Innovative Analysis Ready Data (ARD) product and process requirements, software system design, algorithms and implementation at the midstream as necessary-but-not-sufficient precondition of the downstream in a new notion of Space Economy 4.0 - Part 2: Software developments

Bibliographical note

Keywords

Fields of Science and Technology Classification 2012

UN SDGs

Access to Document

Other files and links

SIMS: Soil sealing identification and monitoring system

Cite this

Innovative Analysis Ready Data (ARD) product and process requirements, software system design, algorithms and implementation at the midstream as necessary-but-not-sufficient precondition of the downstream in a new notion of Space Economy 4.0 - Part 2: Software developments

Bibliographical note

Keywords

Fields of Science and Technology Classification 2012

UN SDGs

Access to Document

Other files and links

Projects

SIMS: Soil sealing identification and monitoring system

Cite this