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 …
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 …
Intergovernmental Panel on Climate Change (IPCC). Global carbon and other biogeochemical cycles and feedbacks
It is unequivocal that the increases in atmospheric carbon dioxide (CO2), methane (CH4)
and nitrous oxide (N2O) since the pre-industrial period are caused by human activities. The …
and nitrous oxide (N2O) since the pre-industrial period are caused by human activities. The …
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 …
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 …
[图书][B] Thriving on our changing planet: A decadal strategy for Earth observation from space
National Academies of Sciences… - 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 …
[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 …
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 …
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 …
Tracking the seasonal and inter-annual variations of global gross primary production during last four decades using satellite near-infrared reflectance data
Terrestrial vegetation absorbs approximately 30% of the anthropogenic carbon dioxide (CO
2) emitted into the atmosphere through photosynthesis (represented by gross primary …
2) emitted into the atmosphere through photosynthesis (represented by gross primary …