With this study, we provide a systems view of the interactions, their strengths and the mediating mechanisms until more model-based results become available. We envision that our results will benefit the identification and prioritization of synergistic actions on developing food systems and be useful...
Code Issues Pull requests Official PyTorch implementation of "Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth System Models". machine-learning ensemble earth-system-model Updated Sep 28, 2022 Jupyter Notebook Liam...
(Fyfe, 1996). Earth-system science will play an important role in tracking energy, water and chemical elements.Sustainabilityscience has been recognized as an emerging research program that focuses on the dynamic interactions between Earth systems and society (Clark and Dickson, 2003). The role of...
select article A review of the interactions between biodiversity, agriculture, climate change, and international trade: research and policy priorities Review articleOpen archive A review of the interactions between biodiversity, agriculture, climate change, and international trade: research and policy priorit...
Current generation ESMs such as the Energy Exascale Earth System Model90 are coupled climate models that aim to simulate the Earth’s climate system, which depends on terrestrial and ocean biogeochemistry, and the interactions between atmosphere, ocean, and land (as well as ice, in high latitude...
Earth Surface Systems: Complexity,Order,and Scale,part of the Natural Environment series edited by Andrew Goudie and Heather Viles,was written to promote better understanding of the complexities and interactions of the phenomena that create earth surface systems. Phillips prefers to define whole systems...
we constantly gain better insights into different Earth sub-systems. Surface materials have characteristic spectral signatures due to their physical properties and their interactions with electromagnetic radiation. As environmental effects can modify these interactions, spectral signatures give some insights into...
As space-based Earth observations are delivering a growing amount and variety of data, the potential of this information to better support disaster risk ma
The iLEAPS community has a strong expertise in both short-term and long-term observation of various ecosystems and their interactions with the atmosphere. Developing new observational systems across measurement community boundaries is central to iLEAPS and a Post-Conference Workshop on this issue was...
Spatial cross-sectional data is another main type of observational data of Earth systems in parallel to time series data. It contains abundant spatial information for revealing the asymmetric and multi-directional interactions between a wide range of ecological processes and massive socio-economic-environ...