Search details
1.
Deep learning and process understanding for data-driven Earth system science.
Nature
; 566(7743): 195-204, 2019 02.
Article
in English
| MEDLINE | ID: mdl-30760912
2.
Compensatory water effects link yearly global land CO2 sink changes to temperature.
Nature
; 541(7638): 516-520, 2017 01 26.
Article
in English
| MEDLINE | ID: mdl-28092919
3.
A hybrid generative adversarial network for weakly-supervised cloud detection in multispectral images.
Remote Sens Environ
; 280: 113197, 2022 Oct.
Article
in English
| MEDLINE | ID: mdl-36193118
4.
Systematic Assessment of MODTRAN Emulators for Atmospheric Correction.
IEEE Trans Geosci Remote Sens
; 602021 Apr 20.
Article
in English
| MEDLINE | ID: mdl-36082135
5.
Partitioning net carbon dioxide fluxes into photosynthesis and respiration using neural networks.
Glob Chang Biol
; 26(9): 5235-5253, 2020 Sep.
Article
in English
| MEDLINE | ID: mdl-32497360
6.
Multispectral high resolution sensor fusion for smoothing and gap-filling in the cloud.
Remote Sens Environ
; 247: 111901, 2020 Sep 15.
Article
in English
| MEDLINE | ID: mdl-32943798
7.
Deep Gaussian processes for biogeophysical parameter retrieval and model inversion.
ISPRS J Photogramm Remote Sens
; 166: 68-81, 2020 Aug.
Article
in English
| MEDLINE | ID: mdl-32747851
8.
Gaussian processes retrieval of LAI from Sentinel-2 top-of-atmosphere radiance data.
ISPRS J Photogramm Remote Sens
; 167: 289-304, 2020 Sep.
Article
in English
| MEDLINE | ID: mdl-36082068
9.
Retrieval of aboveground crop nitrogen content with a hybrid machine learning method.
Int J Appl Earth Obs Geoinf
; 92: 102174, 2020 Oct.
Article
in English
| MEDLINE | ID: mdl-36090128
10.
Fusing optical and SAR time series for LAI gap fillingwith multioutput Gaussian processes.
Remote Sens Environ
; 2352019 Dec 15.
Article
in English
| MEDLINE | ID: mdl-36082234
11.
Synergistic integration of optical and microwave satellite data for crop yield estimation.
Remote Sens Environ
; 234: 111460, 2019 Dec 01.
Article
in English
| MEDLINE | ID: mdl-31798192
12.
Gradient-Based Automatic Lookup Table Generator for Radiative Transfer Models.
IEEE Trans Geosci Remote Sens
; 57(2): 1040-1048, 2019 Feb.
Article
in English
| MEDLINE | ID: mdl-36082240
13.
Soil and vegetation water content identify the main terrestrial ecosystem changes.
Natl Sci Rev
; 10(5): nwad026, 2023 May.
Article
in English
| MEDLINE | ID: mdl-37056438
14.
Exploring interactions between socioeconomic context and natural hazards on human population displacement.
Nat Commun
; 14(1): 8004, 2023 Dec 04.
Article
in English
| MEDLINE | ID: mdl-38049446
15.
Inferring causal relations from observational long-term carbon and water fluxes records.
Sci Rep
; 12(1): 1610, 2022 Jan 31.
Article
in English
| MEDLINE | ID: mdl-35102174
16.
Predicting regional coastal sea level changes with machine learning.
Sci Rep
; 11(1): 7650, 2021 04 07.
Article
in English
| MEDLINE | ID: mdl-33828225
17.
Correction: Kernel methods and their derivatives: Concept and perspectives for the earth system sciences.
PLoS One
; 16(2): e0246775, 2021.
Article
in English
| MEDLINE | ID: mdl-33534865
18.
Emergent vulnerability to climate-driven disturbances in European forests.
Nat Commun
; 12(1): 1081, 2021 02 23.
Article
in English
| MEDLINE | ID: mdl-33623030
19.
A unified vegetation index for quantifying the terrestrial biosphere.
Sci Adv
; 7(9)2021 02.
Article
in English
| MEDLINE | ID: mdl-33637524
20.
Explicit Granger causality in kernel Hilbert spaces.
Phys Rev E
; 102(6-1): 062201, 2020 Dec.
Article
in English
| MEDLINE | ID: mdl-33465980