Deep learning and process understanding for data-driven Earth system science

M Reichstein, G Camps-Valls, B Stevens, M Jung… - Nature, 2019 - nature.com
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 …

Evolution of light use efficiency models: Improvement, uncertainties, and implications

Y Pei, J Dong, Y Zhang, W Yuan, R Doughty… - Agricultural and Forest …, 2022 - Elsevier
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 …

Global carbon and other biogeochemical cycles and feedbacks

JG Canadell, PMS Monteiro, MH Costa… - IPCC AR6 WGI, final …, 2021 - hal.science
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 …

Recent global decline of CO2 fertilization effects on vegetation photosynthesis

S Wang, Y Zhang, W Ju, JM Chen, P Ciais, A Cescatti… - Science, 2020 - science.org
The enhanced vegetation productivity driven by increased concentrations of carbon dioxide
(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

M Jung, C Schwalm, M Migliavacca, S Walther… - …, 2020 - bg.copernicus.org
FLUXNET comprises globally distributed eddy-covariance-based estimates of carbon fluxes
between the biosphere and the atmosphere. Since eddy covariance flux towers have a …

CO2 fertilization of terrestrial photosynthesis inferred from site to global scales

C Chen, WJ Riley, IC Prentice, TF Keenan - Proceedings of the National …, 2022 - pnas.org
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 …

Remote sensing for drought monitoring & impact assessment: Progress, past challenges and future opportunities

H West, N Quinn, M Horswell - Remote Sensing of Environment, 2019 - Elsevier
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 …

[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 …

Globally rising soil heterotrophic respiration over recent decades

B Bond-Lamberty, VL Bailey, M Chen, CM Gough… - Nature, 2018 - nature.com
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 …

National CO2 budgets (2015–2020) inferred from atmospheric CO2 observations in support of the Global Stocktake

B Byrne, DF Baker, S Basu, M Bertolacci… - Earth System …, 2022 - essd.copernicus.org
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 …