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Inferring causal relations from observational long-term carbon and water fluxes records.
- Published in:
- Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-05377-7
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- Article
Earth system data cubes unravel global multivariate dynamics.
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- Earth System Dynamics Discussions, 2019, p. 1, doi. 10.5194/esd-2019-62
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- Publication type:
- Article
Earth system data cubes unravel global multivariate dynamics.
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- Earth System Dynamics, 2020, v. 11, n. 1, p. 201, doi. 10.5194/esd-11-201-2020
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- Article
Editorial: AI and remote sensing in ocean sciences.
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- Frontiers in Marine Science, 2024, p. 1, doi. 10.3389/fmars.2023.1248591
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- Article
Soil and vegetation water content identify the main terrestrial ecosystem changes.
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- National Science Review, 2023, v. 10, n. 5, p. 1, doi. 10.1093/nsr/nwad026
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- Article
Commentary on 'Physics-informed deep learning parameterization of ocean vertical mixing improves climate simulations' by Zhu et al.
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- National Science Review, 2022, v. 9, n. 8, p. 1, doi. 10.1093/nsr/nwac092
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- Article
A perspective on Gaussian processes for Earth observation.
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- National Science Review, 2019, v. 6, n. 4, p. 616, doi. 10.1093/nsr/nwz028
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- Article
Satellite Observations of the Contrasting Response of Trees and Grasses to Variations in Water Availability.
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- Geophysical Research Letters, 2019, v. 46, n. 3, p. 1429, doi. 10.1029/2018GL080535
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- Article
Global distribution of groundwater-vegetation spatial covariation.
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- Geophysical Research Letters, 2017, v. 44, n. 9, p. 4134, doi. 10.1002/2017GL072885
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- Article
Collaboration between artificial intelligence and Earth science communities for mutual benefit.
- Published in:
- Nature Geoscience, 2024, v. 17, n. 10, p. 949, doi. 10.1038/s41561-024-01550-x
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- Article
AI-empowered next-generation multiscale climate modelling for mitigation and adaptation.
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- Nature Geoscience, 2024, v. 17, n. 10, p. 963, doi. 10.1038/s41561-024-01527-w
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- Article
Exploring interactions between socioeconomic context and natural hazards on human population displacement.
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- Nature Communications, 2023, v. 14, n. 1, p. 1, doi. 10.1038/s41467-023-43809-8
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- Article
Improving air quality assessment using physics-inspired deep graph learning.
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- NPJ Climate & Atmospheric Science, 2023, v. 6, n. 1, p. 1, doi. 10.1038/s41612-023-00475-3
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- Article
Inferring causation from time series in Earth system sciences.
- Published in:
- Nature Communications, 2019, v. 10, n. 1, p. N.PAG, doi. 10.1038/s41467-019-10105-3
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- Article
Correction: Kernel methods and their derivatives: Concept and perspectives for the earth system sciences.
- Published in:
- 2021
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- Correction Notice
Kernel methods and their derivatives: Concept and perspectives for the earth system sciences.
- Published in:
- PLoS ONE, 2020, v. 15, n. 10, p. 1, doi. 10.1371/journal.pone.0235885
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- Article
Summarizing the state of the terrestrial biosphere in few dimensions.
- Published in:
- Biogeosciences, 2020, v. 17, n. 9, p. 2397, doi. 10.5194/bg-17-2397-2020
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- Publication type:
- Article
Scaling carbon fluxes from eddy covariance sites to globe: synthesis and evaluation of the FLUXCOM approach.
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- Biogeosciences, 2020, v. 17, n. 5, p. 1343, doi. 10.5194/bg-17-1343-2020
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- Publication type:
- Article
Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms.
- Published in:
- Biogeosciences, 2016, v. 13, n. 14, p. 4291, doi. 10.5194/bg-13-4291-2016
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- Article
Quantifying Vegetation Biophysical Variables from Imaging Spectroscopy Data: A Review on Retrieval Methods.
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- Surveys in Geophysics, 2019, v. 40, n. 3, p. 589, doi. 10.1007/s10712-018-9478-y
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- Publication type:
- Article
Understanding cirrus clouds using explainable machine learning.
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- Environmental Data Science, 2023, v. 2, p. 1, doi. 10.1017/eds.2023.14
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- Publication type:
- Article
The FLUXCOM ensemble of global land-atmosphere energy fluxes.
- Published in:
- Scientific Data, 2019, v. 6, n. 1, p. N.PAG, doi. 10.1038/s41597-019-0076-8
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- Article
Partitioning net carbon dioxide fluxes into photosynthesis and respiration using neural networks.
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- Global Change Biology, 2020, v. 26, n. 9, p. 5235, doi. 10.1111/gcb.15203
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- Article
Multitemporal Cloud Masking in the Google Earth Engine.
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- Remote Sensing, 2018, v. 10, n. 7, p. 1079, doi. 10.3390/rs10071079
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- Publication type:
- Article
Machine Learning Regression Approaches for Colored Dissolved Organic Matter (CDOM) Retrieval with S2-MSI and S3-OLCI Simulated Data.
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- Remote Sensing, 2018, v. 10, n. 5, p. 786, doi. 10.3390/rs10050786
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- Publication type:
- Article
A Critical Comparison of Remote Sensing Leaf Area Index Estimates over Rice-Cultivated Areas: From Sentinel-2 and Landsat-7/8 to MODIS, GEOV1 and EUMETSAT Polar System.
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- Remote Sensing, 2018, v. 10, n. 5, p. 763, doi. 10.3390/rs10050763
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- Publication type:
- Article
SCOPE-Based Emulators for Fast Generation of Synthetic Canopy Reflectance and Sun-Induced Fluorescence Spectra.
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- Remote Sensing, 2017, v. 9, n. 9, p. 927, doi. 10.3390/rs9090927
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- Publication type:
- Article
Exploitation of SAR and Optical Sentinel Data to Detect Rice Crop and Estimate Seasonal Dynamics of Leaf Area Index.
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- Remote Sensing, 2017, v. 9, n. 3, p. 248, doi. 10.3390/rs9030248
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- Publication type:
- Article
Emulation of Leaf, Canopy and Atmosphere Radiative Transfer Models for Fast Global Sensitivity Analysis.
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- Remote Sensing, 2016, v. 8, n. 8, p. 673, doi. 10.3390/rs8080673
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- Publication type:
- Article
An Emulator Toolbox to Approximate Radiative Transfer Models with Statistical Learning.
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- Remote Sensing, 2015, v. 7, n. 7, p. 9347, doi. 10.3390/rs70709347
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- Publication type:
- Article
Wildfire Danger Prediction and Understanding With Deep Learning.
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- Geophysical Research Letters, 2022, v. 49, n. 17, p. 1, doi. 10.1029/2022GL099368
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- Publication type:
- Article
The Low Dimensionality of Development.
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- Social Indicators Research, 2020, v. 150, n. 3, p. 999, doi. 10.1007/s11205-020-02349-0
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- Article
Constraining Uncertainty in Projected Gross Primary Production With Machine Learning.
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- Journal of Geophysical Research. Biogeosciences, 2020, v. 125, n. 11, p. 1, doi. 10.1029/2019JG005619
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- Article
Predicting regional coastal sea level changes with machine learning.
- Published in:
- Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-87460-z
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- Publication type:
- Article
Understanding deep learning in land use classification based on Sentinel-2 time series.
- Published in:
- Scientific Reports, 2020, v. 10, n. 1, p. N.PAG, doi. 10.1038/s41598-020-74215-5
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- Publication type:
- Article
Kernel Manifold Alignment for Domain Adaptation.
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- PLoS ONE, 2016, v. 11, n. 2, p. 1, doi. 10.1371/journal.pone.0148655
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- Article
A machine learning based approach for estimating gross carbon dioxide fluxes from eddy covariance net ecosystem exchange measurements.
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- Geophysical Research Abstracts, 2019, v. 21, p. 1
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- Publication type:
- Article
Using microwave vegetation optical depth for estimating gross primary production.
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- Geophysical Research Abstracts, 2019, v. 21, p. 1
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- Publication type:
- Article
Remote sensing to track differential responses of forests and grasses to variations in soil water content.
- Published in:
- Geophysical Research Abstracts, 2019, v. 21, p. 1
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- Publication type:
- Article
Learning nonlinear feature representations from spatio-temporal Earth observation data.
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- Geophysical Research Abstracts, 2019, v. 21, p. 1
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- Article
Multisensor distribution regression for crop yield estimation.
- Published in:
- Geophysical Research Abstracts, 2019, v. 21, p. 1
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- Publication type:
- Article
Extracting important features for crop yield prediction with convolutional neural networks on remote sensing and meteorological data.
- Published in:
- Geophysical Research Abstracts, 2019, v. 21, p. 1
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- Publication type:
- Article
Refining Maximum Light Use Efficiency for land carbon models using satellite data and climatology.
- Published in:
- Geophysical Research Abstracts, 2018, v. 20, p. 7648
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- Publication type:
- Article
Spatio-temporal Correlation between Gross Primary Production and spring onset.
- Published in:
- Geophysical Research Abstracts, 2018, v. 20, p. 5641
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- Article
Estimating information in Earth data cubes.
- Published in:
- Geophysical Research Abstracts, 2018, v. 20, p. 3508
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- Publication type:
- Article
Cloud masking and removal in remote sensing image time series.
- Published in:
- Journal of Applied Remote Sensing, 2017, v. 11, n. 1, p. 1, doi. 10.1117/1.JRS.11.015005
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- Publication type:
- Article
Scaling carbon fluxes from eddy covariance sites to globe: Synthesis and evaluation of the FLUXCOM approach.
- Published in:
- Biogeosciences Discussions, 2019, p. 1, doi. 10.5194/bg-2019-368
- By:
- Publication type:
- Article
Summarizing the state of the terrestrial biosphere in few dimensions.
- Published in:
- Biogeosciences Discussions, 2019, p. 1, doi. 10.5194/bg-2019-307
- By:
- Publication type:
- Article
Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms.
- Published in:
- Biogeosciences Discussions, 2016, p. 1, doi. 10.5194/bg-2015-661
- By:
- Publication type:
- Article
Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms.
- Published in:
- Biogeosciences Discussions, 2016, v. 13, n. 3, p. 1, doi. 10.5194/bg-2015-661
- By:
- Publication type:
- Article