Event prediction in the big data era: A systematic survey
L Zhao - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
Events are occurrences in specific locations, time, and semantics that nontrivially impact
either our society or the nature, such as earthquakes, civil unrest, system failures …
either our society or the nature, such as earthquakes, civil unrest, system failures …
The physics of climate variability and climate change
M Ghil, V Lucarini - Reviews of Modern Physics, 2020 - APS
The climate is a forced, dissipative, nonlinear, complex, and heterogeneous system that is
out of thermodynamic equilibrium. The system exhibits natural variability on many scales of …
out of thermodynamic equilibrium. The system exhibits natural variability on many scales of …
Climate extremes and the carbon cycle
The terrestrial biosphere is a key component of the global carbon cycle and its carbon
balance is strongly influenced by climate. Continuing environmental changes are thought to …
balance is strongly influenced by climate. Continuing environmental changes are thought to …
Identifying causal gateways and mediators in complex spatio-temporal systems
Identifying regions important for spreading and mediating perturbations is crucial to assess
the susceptibilities of spatio-temporal complex systems such as the Earth's climate to …
the susceptibilities of spatio-temporal complex systems such as the Earth's climate to …
Drought, heat, and the carbon cycle: a review
Abstract Purpose of the Review Weather and climate extremes substantially affect global-
and regional-scale carbon (C) cycling, and thus spatially or temporally extended climatic …
and regional-scale carbon (C) cycling, and thus spatially or temporally extended climatic …
Impacts of droughts and extreme-temperature events on gross primary production and ecosystem respiration: a systematic assessment across ecosystems and climate …
J von Buttlar, J Zscheischler, A Rammig… - …, 2018 - bg.copernicus.org
Extreme climatic events, such as droughts and heat stress, induce anomalies in ecosystem–
atmosphere CO 2 fluxes, such as gross primary production (GPP) and ecosystem respiration …
atmosphere CO 2 fluxes, such as gross primary production (GPP) and ecosystem respiration …
Climate time series analysis
M Mudelsee - Atmospheric and, 2010 - Springer
This is the second edition of Climate Time Series Analysis which was first published in 2010.
In this digital age, a second edition means not that the first edition of a book has been sold …
In this digital age, a second edition means not that the first edition of a book has been sold …
Extreme events in dynamical systems and random walkers: A review
Extreme events gain the attention of researchers due to their utmost importance in various
contexts ranging from climate to brain. An observable that deviates significantly from its long …
contexts ranging from climate to brain. An observable that deviates significantly from its long …
Modeling extreme events in time series prediction
Time series prediction is an intensively studied topic in data mining. In spite of the
considerable improvements, recent deep learning-based methods overlook the existence of …
considerable improvements, recent deep learning-based methods overlook the existence of …
A few extreme events dominate global interannual variability in gross primary production
J Zscheischler, MD Mahecha… - Environmental …, 2014 - iopscience.iop.org
Understanding the impacts of climate extremes on the carbon cycle is important for
quantifying the carbon-cycle climate feedback and highly relevant to climate change …
quantifying the carbon-cycle climate feedback and highly relevant to climate change …