Big Data and cloud computing: innovation opportunities and challenges

C Yang, Q Huang, Z Li, K Liu, F Hu - International Journal of Digital …, 2017 - Taylor & Francis
Big Data has emerged in the past few years as a new paradigm providing abundant data
and opportunities to improve and/or enable research and decision-support applications with …

An overview of platforms for big earth observation data management and analysis

VCF Gomes, GR Queiroz, KR Ferreira - Remote Sensing, 2020 - mdpi.com
In recent years, Earth observation (EO) satellites have generated big amounts of geospatial
data that are freely available for society and researchers. This scenario brings challenges for …

Smart agriculture–Urgent need of the day in developing countries

RK Goel, CS Yadav, S Vishnoi, R Rastogi - … Computing: Informatics and …, 2021 - Elsevier
Smart agriculture is based primarily on three platforms, namely science, innovation and
space technologies. These are considered as the three pioneer pillars of nation building …

Image retrieval from remote sensing big data: A survey

Y Li, J Ma, Y Zhang - Information Fusion, 2021 - Elsevier
The blooming proliferation of aeronautics and astronautics platforms, together with the ever-
increasing remote sensing imaging sensors on these platforms, has led to the formation of …

Big data management in the mining industry

C Qi - International Journal of Minerals, Metallurgy and …, 2020 - Springer
The mining industry faces a number of challenges that promote the adoption of new
technologies. Big data, which is driven by the accelerating progress of information and …

[HTML][HTML] The Australian geoscience data cube—foundations and lessons learned

A Lewis, S Oliver, L Lymburner, B Evans… - Remote Sensing of …, 2017 - Elsevier
Abstract The Australian Geoscience Data Cube (AGDC) aims to realise the full potential of
Earth observation data holdings by addressing the Big Data challenges of volume, velocity …

[HTML][HTML] Climate engine: Cloud computing and visualization of climate and remote sensing data for advanced natural resource monitoring and process understanding

JL Huntington, KC Hegewisch… - Bulletin of the …, 2017 - journals.ametsoc.org
Climate Engine: Cloud Computing and Visualization of Climate and Remote Sensing Data for
Advanced Natural Resource Monitoring and Process Understanding in: Bulletin of the American …

Applications of Google Earth Engine in fluvial geomorphology for detecting river channel change

RJ Boothroyd, RD Williams, TB Hoey… - Wiley …, 2021 - Wiley Online Library
Cloud‐based computing, access to big geospatial data, and virtualization, whereby users
are freed from computational hardware and data management logistics, could revolutionize …

Big Earth data: disruptive changes in Earth observation data management and analysis?

M Sudmanns, D Tiede, S Lang… - … Journal of Digital …, 2020 - Taylor & Francis
Turning Earth observation (EO) data consistently and systematically into valuable global
information layers is an ongoing challenge for the EO community. Recently, the term 'big …

Building an earth observations data cube: lessons learned from the swiss data cube (sdc) on generating analysis ready data (ard)

G Giuliani, B Chatenoux, A De Bono, D Rodila… - Big Earth …, 2017 - Taylor & Francis
Pressures on natural resources are increasing and a number of challenges need to be
overcome to meet the needs of a growing population in a period of environmental variability …