Framing, Context, and Methods (Chapter 1)
Working Group I (WGI) of the Intergovernmental Panel on Climate Change (IPCC) assesses
the current evidence on the physical science of climate change, evaluating knowledge …
the current evidence on the physical science of climate change, evaluating knowledge …
Towards hybrid modeling of the global hydrological cycle
Progress in machine learning in conjunction with the increasing availability of relevant Earth
observation data streams may help to overcome uncertainties of global hydrological models …
observation data streams may help to overcome uncertainties of global hydrological models …
Temporal variability of observed and simulated gross primary productivity, modulated by vegetation state and hydrometeorological drivers
The gross primary production (GPP) of the terrestrial biosphere is a key source of variability
in the global carbon cycle. It is modulated by hydrometeorological drivers (ie short-wave …
in the global carbon cycle. It is modulated by hydrometeorological drivers (ie short-wave …
Identifying dynamic memory effects on vegetation state using recurrent neural networks
Vegetation state is largely driven by climate and the complexity of involved processes leads
to non-linear interactions over multiple time-scales. Recently, the role of temporally lagged …
to non-linear interactions over multiple time-scales. Recently, the role of temporally lagged …
[HTML][HTML] Local-scale evaluation of the simulated interactions between energy, water and vegetation in ISBA, ORCHIDEE and a diagnostic model
The processes involved in the exchange of water, energy and carbon in terrestrial
ecosystems are strongly intertwined. To accurately represent the terrestrial biosphere in land …
ecosystems are strongly intertwined. To accurately represent the terrestrial biosphere in land …
Coherence of global hydroclimate classification systems
Climate classification systems are useful for investigating future climate scenarios, water
availability, and even socioeconomic indicators as they relate to climate dynamics. There …
availability, and even socioeconomic indicators as they relate to climate dynamics. There …