BIG DATA IN EMISSION PRODUCING MANUFACTURING INDUSTRIES – AN EXPLORATIVE LITERATURE REVIEW
Data management and intelligent systems provide new possibilities and trajectories for environmentally robust industrial production. Global climate change has evoked a number of fresh studies on data management, openness and environmental innovation. This literature review approaches current academi...
Main Authors: | , |
---|---|
Format: | Article |
Language: | English |
Published: |
Copernicus Publications
2019-09-01
|
Series: | ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
Online Access: | https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/IV-4-W9/57/2019/isprs-annals-IV-4-W9-57-2019.pdf |
id |
doaj-bc29bc8e97b5478f81d07b33e8c9408d |
---|---|
record_format |
Article |
spelling |
doaj-bc29bc8e97b5478f81d07b33e8c9408d2020-11-25T02:48:02ZengCopernicus PublicationsISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences2194-90422194-90502019-09-01IV-4-W9576410.5194/isprs-annals-IV-4-W9-57-2019BIG DATA IN EMISSION PRODUCING MANUFACTURING INDUSTRIES – AN EXPLORATIVE LITERATURE REVIEWE. Hämäläinen0T. Inkinen1Brahea-Centre, University of Turku, 20014-FinlandBrahea-Centre, University of Turku, 20014-FinlandData management and intelligent systems provide new possibilities and trajectories for environmentally robust industrial production. Global climate change has evoked a number of fresh studies on data management, openness and environmental innovation. This literature review approaches current academic research focusing on big data, industry, and emissions. The paper is based on key word searches that returned publications from high-class scientific journals dedicated to this particular topic. The article reading illustrates that big data is utilised in various industries, and explores a large variety of polluting substances. The authors argue that innovative and insightful new ways of using big data provide tools for emission monitoring and clean technology utilisation. The diversity in the analysed articles proves the complexity of market operations and corporate responsibility. The paper concludes in addressing the need of using and combining data resources, particularly at the industry unit level, in order to develop more efficient tools for environmental monitoring and decision making.https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/IV-4-W9/57/2019/isprs-annals-IV-4-W9-57-2019.pdf |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
E. Hämäläinen T. Inkinen |
spellingShingle |
E. Hämäläinen T. Inkinen BIG DATA IN EMISSION PRODUCING MANUFACTURING INDUSTRIES – AN EXPLORATIVE LITERATURE REVIEW ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
author_facet |
E. Hämäläinen T. Inkinen |
author_sort |
E. Hämäläinen |
title |
BIG DATA IN EMISSION PRODUCING MANUFACTURING INDUSTRIES – AN EXPLORATIVE LITERATURE REVIEW |
title_short |
BIG DATA IN EMISSION PRODUCING MANUFACTURING INDUSTRIES – AN EXPLORATIVE LITERATURE REVIEW |
title_full |
BIG DATA IN EMISSION PRODUCING MANUFACTURING INDUSTRIES – AN EXPLORATIVE LITERATURE REVIEW |
title_fullStr |
BIG DATA IN EMISSION PRODUCING MANUFACTURING INDUSTRIES – AN EXPLORATIVE LITERATURE REVIEW |
title_full_unstemmed |
BIG DATA IN EMISSION PRODUCING MANUFACTURING INDUSTRIES – AN EXPLORATIVE LITERATURE REVIEW |
title_sort |
big data in emission producing manufacturing industries – an explorative literature review |
publisher |
Copernicus Publications |
series |
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
issn |
2194-9042 2194-9050 |
publishDate |
2019-09-01 |
description |
Data management and intelligent systems provide new possibilities and trajectories for environmentally robust industrial production. Global climate change has evoked a number of fresh studies on data management, openness and environmental innovation. This literature review approaches current academic research focusing on big data, industry, and emissions. The paper is based on key word searches that returned publications from high-class scientific journals dedicated to this particular topic. The article reading illustrates that big data is utilised in various industries, and explores a large variety of polluting substances. The authors argue that innovative and insightful new ways of using big data provide tools for emission monitoring and clean technology utilisation. The diversity in the analysed articles proves the complexity of market operations and corporate responsibility. The paper concludes in addressing the need of using and combining data resources, particularly at the industry unit level, in order to develop more efficient tools for environmental monitoring and decision making. |
url |
https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/IV-4-W9/57/2019/isprs-annals-IV-4-W9-57-2019.pdf |
work_keys_str_mv |
AT ehamalainen bigdatainemissionproducingmanufacturingindustriesanexplorativeliteraturereview AT tinkinen bigdatainemissionproducingmanufacturingindustriesanexplorativeliteraturereview |
_version_ |
1724750555881930752 |