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Deep learning and process understanding for data-driven Earth system science
Abstract Machine learning approaches are increasingly used to extract patterns and insights
from the ever-increasing stream of geospatial data, but current approaches may not be …
from the ever-increasing stream of geospatial data, but current approaches may not be …
Evolution of light use efficiency models: Improvement, uncertainties, and implications
Light use efficiency (LUE) models have been widely used to estimate terrestrial gross
primary production (GPP) at local, regional, and global scales, which is vital for …
primary production (GPP) at local, regional, and global scales, which is vital for …
Global carbon and other biogeochemical cycles and feedbacks
ES 6: 3-5 Replace “It is unequivocal that emissions of the well-mixed greenhouse gases
(GHG) carbon dioxide (CO2), methane (CH4) and nitrous oxide (N2 O) from human activities …
(GHG) carbon dioxide (CO2), methane (CH4) and nitrous oxide (N2 O) from human activities …
Recent global decline of CO2 fertilization effects on vegetation photosynthesis
The enhanced vegetation productivity driven by increased concentrations of carbon dioxide
(CO2)[ie, the CO2 fertilization effect (CFE)] sustains an important negative feedback on …
(CO2)[ie, the CO2 fertilization effect (CFE)] sustains an important negative feedback on …
[HTML][HTML] Scaling carbon fluxes from eddy covariance sites to globe: synthesis and evaluation of the FLUXCOM approach
FLUXNET comprises globally distributed eddy-covariance-based estimates of carbon fluxes
between the biosphere and the atmosphere. Since eddy covariance flux towers have a …
between the biosphere and the atmosphere. Since eddy covariance flux towers have a …
CO2 fertilization of terrestrial photosynthesis inferred from site to global scales
Global photosynthesis is increasing with elevated atmospheric CO2 concentrations, a
response known as the CO2 fertilization effect (CFE), but the key processes of CFE are not …
response known as the CO2 fertilization effect (CFE), but the key processes of CFE are not …
Remote sensing for drought monitoring & impact assessment: Progress, past challenges and future opportunities
Drought is a common hydrometeorological phenomenon and a pervasive global hazard. As
our climate changes, it is likely that drought events will become more intense and frequent …
our climate changes, it is likely that drought events will become more intense and frequent …
[КНИГА][B] Thriving on our changing planet: A decadal strategy for Earth observation from space
National Academies of Sciences, Medicine… - 2019 - books.google.com
We live on a dynamic Earth shaped by both natural processes and the impacts of humans
on their environment. It is in our collective interest to observe and understand our planet …
on their environment. It is in our collective interest to observe and understand our planet …
Globally rising soil heterotrophic respiration over recent decades
Global soils store at least twice as much carbon as Earth's atmosphere,. The global soil-to-
atmosphere (or total soil respiration, RS) carbon dioxide (CO2) flux is increasing,, but the …
atmosphere (or total soil respiration, RS) carbon dioxide (CO2) flux is increasing,, but the …
National CO2 budgets (2015–2020) inferred from atmospheric CO2 observations in support of the Global Stocktake
Accurate accounting of emissions and removals of CO 2 is critical for the planning and
verification of emission reduction targets in support of the Paris Agreement. Here, we …
verification of emission reduction targets in support of the Paris Agreement. Here, we …