A survey on digital twin for industrial internet of things: Applications, technologies and tools

H Xu, J Wu, Q Pan, X Guan… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Digital twin for the industrial Internet of Things (DT-IIoT) creates a high-fidelity, fine-grained,
low-cost digital replica of the cyber-physical integrated Internet for industry. Powered by …

Big Data in Earth system science and progress towards a digital twin

X Li, M Feng, Y Ran, Y Su, F Liu, C Huang… - Nature Reviews Earth & …, 2023 - nature.com
The concept of a digital twin of Earth envisages the convergence of Big Earth Data with
physics-based models in an interactive computational framework that enables monitoring …

A global map of Local Climate Zones to support earth system modelling and urban scale environmental science

M Demuzere, J Kittner, A Martilli, G Mills… - Earth System …, 2022 - essd.copernicus.org
There is a scientific consensus on the need for spatially detailed information on urban
landscapes at a global scale. These data can support a range of environmental services …

Pushing the frontiers in climate modelling and analysis with machine learning

V Eyring, WD Collins, P Gentine, EA Barnes… - Nature Climate …, 2024 - nature.com
Climate modelling and analysis are facing new demands to enhance projections and
climate information. Here we argue that now is the time to push the frontiers of machine …

[HTML][HTML] Deep learning for geological hazards analysis: Data, models, applications, and opportunities

Z Ma, G Mei - Earth-Science Reviews, 2021 - Elsevier
As natural disasters are induced by geodynamic activities or abnormal changes in the
environment, geological hazards tend to wreak havoc on the environment and human …

Differentiating digital twin from digital shadow: Elucidating a paradigm shift to expedite a smart, sustainable built environment

SME Sepasgozar - Buildings, 2021 - mdpi.com
Construction projects and cities account for over 50% of carbon emissions and energy
consumption. Industry 4.0 and digital transformation may increase productivity and reduce …

Potential and limitations of digital twins to achieve the sustainable development goals

A Tzachor, S Sabri, CE Richards, A Rajabifard… - Nature …, 2022 - nature.com
Could computer simulation models drive our ambitions to sustainability in urban and non-
urban environments? Digital twins, defined here as real-time, virtual replicas of physical and …

The digital revolution of Earth-system science

P Bauer, PD Dueben, T Hoefler, T Quintino… - Nature Computational …, 2021 - nature.com
Computational science is crucial for delivering reliable weather and climate predictions.
However, despite decades of high-performance computing experience, there is serious …

The environmental effects of the “twin” green and digital transition in European regions

S Bianchini, G Damioli, C Ghisetti - Environmental and Resource …, 2023 - Springer
This study explores the nexus between digital and green transformations—the so-called
“twin” transition—in European regions in an effort to identify the impact of digital and …

Fourcastnet: Accelerating global high-resolution weather forecasting using adaptive fourier neural operators

T Kurth, S Subramanian, P Harrington… - Proceedings of the …, 2023 - dl.acm.org
Extreme weather amplified by climate change is causing increasingly devastating impacts
across the globe. The current use of physics-based numerical weather prediction (NWP) …