Follow
Giulia Carella
Giulia Carella
CARTO
Verified email at cartodb.com
Title
Cited by
Cited by
Year
A call for new approaches to quantifying biases in observations of sea surface temperature
EC Kent, JJ Kennedy, TM Smith, S Hirahara, B Huang, A Kaplan, ...
Bulletin of the American Meteorological Society 98 (8), 1601-1616, 2017
1162017
Climatological diurnal variability in sea surface temperature characterized from drifting buoy data
S Morak‐Bozzo, CJ Merchant, EC Kent, DI Berry, G Carella
Geoscience Data Journal 3 (1), 20-28, 2016
372016
A probabilistic approach to ship voyage reconstruction in ICOADS
G Carella, EC Kent, DI Berry
International Journal of Climatology 37 (5), 2233-2247, 2017
282017
Estimating sea surface temperature measurement methods using characteristic differences in the diurnal cycle
G Carella, JJ Kennedy, DI Berry, S Hirahara, CJ Merchant, ...
Geophysical Research Letters 45 (1), 363-371, 2018
272018
Measurements and models of the temperature change of water samples in sea‐surface temperature buckets
G Carella, AKR Morris, RW Pascal, MJ Yelland, DI Berry, S Morak‐Bozzo, ...
Quarterly Journal of the Royal Meteorological Society 143 (706), 2198-2209, 2017
82017
A Bayesian spatial analysis of the heterogeneity in human mobility changes during the first wave of the COVID-19 epidemic in the United States
G Carella, J Perez Trufero, M Álvarez, J Mateu
The American Statistician 76 (1), 64-72, 2022
62022
Enhancing geophysical flow machine learning performance via scale separation
D Faranda, M Vrac, P Yiou, FME Pons, A Hamid, G Carella, ...
Nonlinear Processes in Geophysics 28 (3), 423-443, 2021
4*2021
Statistical downscaling of water vapour satellite measurements from profiles of tropical ice clouds
G Carella, M Vrac, H Brogniez, P Yiou, H Chepfer
Earth System Science Data 12 (1), 1-20, 2020
42020
Boosting performance in machine learning of turbulent and geophysical flows via scale separation
D Faranda, M Vrac, P Yiou, F Pons, A Hamid, G Carella, C Langue, ...
arXiv: hal-02337839v2, 2019
42019
A Bayesian Spatial Analysis of the Association of Socioeconomic Inequality, Epidemiological Conditions and Human Mobility Changes During the US COVID-19 Epidemic
G Carella, J Pérez Trufero, M Álvarez, J Mateu
THELANCETID-D-20-05952, The American Statistician, 11 Aug 2021, https://www …, 2020
12020
New estimates of uncertainty in the marine surface temperature record
G Carella
University of Southampton, 2017
12017
Models for the adjustment of observations of sea surface temperature made using buckets
EC Kent, DI Berry, G Carella, CJ Merchant, JC Chiu
in preparation, 2017
12017
Deep learning-based downscaling of seasonal forecasts over the Iberian Peninsula
CA Gómez-Gonzalez, L Palma Garcia, L Lledó, R Marcos, ...
EGU General Assembly Conference Abstracts, EGU21-12253, 2021
2021
Estimating the air-sea gas transfer velocity from a statistical reconstruction of ocean turbulence observations
G Carella, L Esters, M Galí Tàpias, C Gomez Gonzalez, R Bernardello
EGU General Assembly Conference Abstracts, EGU21-10045, 2021
2021
Magnify Your Population: Statistical Downscaling to Augment the Spatial Resolution of Socioeconomic Census Data
G Carella, A Eschbacher, D Fan, M Álvarez, Á Arredondo, AP Hall, ...
arXiv preprint arXiv:2006.13152, 2020
2020
Can we predict weather and climate extremes using machine learning techniques?
A Hamid, G Carella, S Thao, P Yiou, M Vrac, V Gautard, D Faranda
Geophysical Research Abstracts 21, 2019
2019
Supplementary Material: Boosting performance in Machine Learning of Turbulent and Geophysical Flows via scale separation
D Faranda, M Vrac, P Yiou, FME Pons, A Hamid, G Carella, CGN Langue, ...
A call for new approaches to quantifying biases in observations of sea-surface temperature: Supplemental material
EC Kent, JJ Kennedy, TM Smith, S Hirahara, B Huang, A Kaplan, ...
The system can't perform the operation now. Try again later.
Articles 1–18