A. A. Adebiyi and P. Zuidema, Low cloud cover sensitivity to biomass-burning aerosols and meteorology over the southeast Atlantic, J. Climate, vol.2, pp.4329-4346, 2018.

A. A. Adebiyi, P. Zuidema, A. , and S. J. , The Convolution of Dynamics and Moisture with the Presence of Shortwave Absorbing Aerosols over the Southeast Atlantic, J. Climate, vol.28, 1997.

B. Adler, K. Babi?, N. Kalthoff, F. Lohou, M. Lothon et al., Nocturnal low-level clouds in the atmospheric boundary layer over southern West Africa: an observation-based analysis of conditions and processes, Atmos. Chem. Phys, vol.19, pp.663-681, 2019.
URL : https://hal.archives-ouvertes.fr/hal-02382996

N. K. Alamirew, M. C. Todd, C. L. Ryder, J. H. Marsham, W. et al., The early summertime Saharan heat low: sensitivity of the radiation budget and atmospheric heating to water vapour and dust aerosol, Atmos. Chem. Phys, vol.18, pp.1241-1262, 2018.

H. Andersen and J. Cermak, How thermodynamic environments control stratocumulus microphysics and interactions with aerosols, Environ. Res. Lett, vol.10, p.24004, 2015.

H. Andersen and J. Cermak, First fully diurnal fog and low cloud satellite detection reveals life cycle in the Namib, Atmos. Meas. Tech, vol.11, pp.5461-5470, 2018.

H. Andersen, J. Cermak, J. Fuchs, R. Knutti, and U. Lohmann, Understanding the drivers of marine liquid-water cloud occurrence and properties with global observations using neural networks, Atmos. Chem. Phys, vol.17, pp.9535-9546, 2017.

H. Andersen, J. Cermak, I. Solodovnik, L. Lelli, and R. Vogt, Spatiotemporal dynamics of fog and low clouds in the Namib unveiled with ground-and space-based observations, Atmos. Chem. Phys, vol.19, pp.4383-4392, 2019.

K. Babi?, B. Adler, N. Kalthoff, H. Andersen, C. Dione et al., The observed diurnal cycle of low-level stratus clouds over southern West Africa: a case study, Atmos. Chem. Phys, vol.19, pp.1281-1299, 2019.

J. Bendix, W. Eugster, O. Klemm, and K. A. Browning, The dry intrusion perspective of extratropical cyclone development, Meteorol. Appl, vol.65, pp.317-324, 1997.

P. Cereceda, H. Larrain, P. Osses, M. Farías, and I. Egaña, The spatial and temporal variability of fog and its relation to fog oases in the Atacama Desert, Atmos. Res, vol.87, pp.312-323, 2008.

J. Cermak, Low clouds and fog along the South-Western African coast -Satellite-based retrieval and spatial patterns, Atmos. Res, vol.116, pp.15-21, 2012.

R. E. Clemesha, A. Gershunov, S. F. Iacobellis, and D. R. Cayan, Daily variability of California coastal low cloudiness: A balanc

H. Andersen, Satellite inference of water vapour and abovecloud aerosol combined effect on radiative budget and cloudtop processes in the southeastern Atlantic Ocean, Synoptic-scale controls of fog and low clouds in the Namib ing act between stability and subsidence, vol.44, pp.11613-11634, 2017.

D. P. Dee, S. M. Uppala, A. J. Simmons, P. Berrisford, P. Poli et al., The ERA-Interim reanalysis: configuration and performance of the data assimilation system, Q. J. Roy. Meteorol. Soc, vol.137, pp.553-597, 2011.

A. Deloncle, R. Berk, F. D'andrea, and M. Ghil, Weather Regime Prediction Using Statistical Learning, J. Atmos. Sci, vol.64, pp.1619-1635, 2007.
URL : https://hal.archives-ouvertes.fr/hal-01023347

C. Del-río, J. L. Garcia, P. Osses, N. Zanetta, F. Lambert et al., ENSO influence on coastal fog-water yield in the Atacama Desert, Aerosol Air Qual. Res, vol.18, pp.127-144, 2018.

M. S. Diamond, A. Dobracki, S. Freitag, J. D. Small-griswold, A. Heikkila et al., Time-dependent entrainment of smoke presents an observational challenge for assessing aerosolcloud interactions over the southeast Atlantic Ocean, Atmos. Chem. Phys, vol.18, pp.14623-14636, 2018.

C. E. Dorman, J. Mejia, D. Kora?in, D. Mcevoy, M. Ebner et al., Efficient fog harvesting by Stipagrostis sabulicola (Namib dune bushman grass), Int. J. Climatol, vol.40, pp.524-531, 2011.

F. Eckardt, K. Soderberg, L. Coop, A. Muller, K. Vickery et al., The nature of moisture at Gobabeb, in the central Namib Desert, J. Arid Environ, vol.93, pp.7-19, 2013.

A. T. Evan, C. Flamant, C. Lavaysse, C. Kocha, and A. Saci, Water vapor-forced greenhouse warming over the Sahara desert and the recent recovery from the Sahelian drought, J. Climate, vol.28, pp.108-123, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01112972

P. Formenti, S. J. Piketh, A. Namwoonde, D. Klopper, R. Burger et al., Three years of measurements of light-absorbing aerosols over coastal Namibia: seasonality, origin, and transport, Atmos. Chem. Phys, vol.18, pp.17003-17016, 2018.
URL : https://hal.archives-ouvertes.fr/hal-02352581

P. Formenti, B. D'anna, C. Flamant, M. Mallet, S. J. Piketh et al., The Aerosols, Radiation and Clouds in southern Africa (AEROCLO-sA) field campaign in Namibia: overview, illustrative observations and way forward, B. Am. Meteorol. Soc, vol.100, pp.722-738, 2012.

J. Friedman, T. Hastie, and R. Tibshirani, Regularization Paths for Generalized Linear Models via Coordinate Descent, J. Stat. Softw, vol.33, pp.1-22, 2010.

J. Fuchs, J. Cermak, H. Andersen, R. Hollmann, and K. Schwarz, On the Influence of Air Mass Origin on Low-Cloud Properties in the Southeast Atlantic, J. Geophys. Res.-Atmos, vol.122, pp.11076-11091, 2017.

J. Fuchs, J. Cermak, and H. Andersen, Building a cloud in the southeast Atlantic: understanding low-cloud controls based on satellite observations with machine learning, Atmos. Chem. Phys, vol.18, pp.16537-16552, 2018.

M. Garstang, P. D. Tyson, R. Swap, M. Edwards, P. Kållberg et al., Diurnal and Inter-Diurnal Variations in Large-Scale Atmospheric Turbulence Over Southern Africa, J. Geophys. Res.-Atmos, vol.101, pp.15261-15289, 1988.

T. R. Gottlieb, F. D. Eckardt, Z. S. Venter, M. D. Cramer, K. Goubanova et al., The contribution of fog to water and nutrient supply to Arthraerua leubnitziae in the central Namib Desert, Namibia, SST subseasonal variability in the central Benguela upwelling system as inferred from satellite observations, vol.161, pp.4092-4110, 1999.

I. Gultepe, R. Tardif, C. Michaelides, J. Cermak, A. Bott et al., Fog Research: A Review of Past Achievements and Future Perspectives, Pure Appl. Geophys, vol.164, pp.1121-1159, 2007.

A. Haensler, J. Cermak, S. Hagemann, J. , and D. , Will the southern african west coast fog be affected by future climate change? Results of an initial fog projection using a regional climate model, Erdkunde, vol.65, pp.261-275, 2011.

T. Hastie, R. Tibshirani, and J. Friedman, The Elements of Statistical Learning, 2001.

J. R. Henschel, T. D. Wassenaar, A. Kanandjembo, M. K. Louw, G. Neef et al., Roots point to water sources of Welwitschia mirabilis in a hyperarid desert, The ERA5 Atmospheric Reanalysis, AGU Fall Meeting Abstracts, vol.12, pp.12-16, 2016.

L. Hutchings, C. D. Van-der-lingen, L. J. Shannon, R. J. Crawford, H. M. Verheye et al., The Benguela Current: An ecosystem of four components, Prog. Oceanogr, vol.83, pp.15-32, 2009.

S. F. Iacobellis and D. R. Cayan, The variability of California summertime marine stratus: Impacts on surface air temperatures, J. Geophys. Res.-Atmos, vol.118, pp.9105-9122, 2013.

S. P. Jackson, A Note on the Climate of Walvis Bay, S. Afr. Geogr. J, vol.23, pp.46-53, 1941.

R. James and R. Washington, Changes in African temperature and precipitation associated with degrees of global warming, Climatic Change, vol.117, pp.859-872, 2013.

J. A. Johnstone and T. E. Dawson, Climatic context and ecological implications of summer fog decline in the coast redwood region, P. Natl. Acad. Sci. USA, vol.107, pp.4533-4538, 2010.

K. F. Kaseke, L. Wang, and M. K. Seely, Nonrainfall water origins and formation mechanisms, Sci. Adv, vol.3, p.1603131, 2017.

K. F. Kaseke, C. Tian, L. Wang, M. Seely, R. Vogt et al., Fog spatial distributions over the central Namib Desert -An isotope approach, Aerosol Air Qual. Res, vol.18, pp.49-61, 2018.

S. A. Klein and D. L. Hartmann, The Seasonal Cycle of Low Stratiform Clouds, J. Climate, vol.6, pp.1587-1606, 1993.

P. Knippertz and J. E. Martin, Tropical plumes and extreme precipitation in subtropical and tropical West Africa, Q. J. Roy. Meteorol. Soc, vol.131, pp.2337-2365, 2005.

D. Kora?in, C. E. Dorman, and E. P. Dever, Coastal perturbations of marine-layer winds, wind stress, and wind stress curl along California and Baja California in, J. Phys. Oceanogr, vol.34, pp.1152-1173, 1999.

D. Kora?in, J. A. Businger, C. E. Dorman, and J. M. Lewis, Formation, evolution, and dissipation of coastal sea fog, Bound.-Lay. Meteorol, vol.117, pp.447-478, 2005.

J. Lancaster, N. Lancaster, M. K. Seely, and S. J. Lentz, The Surface Boundary Layer in Coastal Upwelling Regions, J. Am. Meteorol. Soc, vol.14, pp.1517-1539, 1984.

J. A. Lindesay and P. D. Tyson, Climate and Near-surface Airflow Over the Central Namib, Namib Ecology: 25 years of Namib research, vol.7, pp.27-37, 1990.

D. Manatsa and C. Reason, ENSO-Kalahari Desert linkages on southern Africa summer surface air temperature variability, Int. J. Climatol, vol.37, pp.1728-1745, 2017.

G. Maúre, I. Pinti, M. Ndebele-murisa, M. Muthige, C. Lennard et al., The southern African climate under 1.5 ? C and 2 ? C of global warming as simulated by CORDEX regional climate models, Environ. Res. Lett, vol.13, p.65002, 2018.

J. F. Nagel, Fog Precipitation at Swakopmund, South African Weather Bureau Newslett, vol.125, pp.1-9, 1959.

G. Nelson and L. Hutchings, The Benguela upwelling area, Prog. Oceanogr, vol.12, issue.83, pp.90013-90020, 1983.

S. E. Nicholson, A low-level jet along the Benguela coast, an integral part of the Benguela current ecosystem, Climatic Change, vol.99, pp.613-624, 2010.

W. A. Nieman, C. Heyns, and M. K. Seely, A note on precipitation at Swakopmund, Madoqua, vol.11, pp.69-73, 1978.

J. Olivier, Spatial distribution of fog in the Namib, J. Arid Environ, vol.29, pp.80084-80093, 1995.

J. Olivier, P. L. Stockton, B. Oueslati, B. Pohl, V. Moron et al., The influence of upwelling extent upon fog incidence at Lüderitz, southern Africa, Int. J. Climatol, vol.9, pp.3095-3115, 1989.

F. Pedregosa, G. Varoquaux, A. Gramfort, V. Michel, B. Thirion et al., Scikit-learn: Machine Learning in Python, J. Mach. Learn. Res, vol.12, pp.2825-2830, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00650905

H. Pham-thanh, R. Linden, T. Ngo-duc, Q. Nguyen-dang, A. H. Fink et al., Predictability of the rainy season onset date in Central Highlands of Vietnam, Int. J. Climatol, vol.6383, 2019.

S. Pond, G. L. Pickard, C. J. Reason, M. R. Jury, A. Roth-nebelsick et al., Leaf surface structures enable the endemic Namib desert grass Stipagrostis sabulicola to irrigate itself with fog water, Currents with Friction Winddriven Circulation, in: Introductory Dynamical Oceanography, vol.116, pp.1965-74, 1990.

H. Andersen, Synoptic-scale controls of fog and low clouds in the Namib Schmetz, B. Am. Meteorol. Soc, vol.83, pp.977-992, 2002.

M. K. Seely, Irregular fog as a water source for desert dune beetles, Oecologia, vol.42, pp.213-227, 1979.

M. K. Seely and J. R. Henschel, The Climatology of Namib Fog, Proceedings, First International Conference on Fog and Fog Collection, pp.353-356, 1998.

M. K. Seely, M. P. De-vos, and G. N. Louw, Fog imbibition satellite fauna and unusual leaf structure in a namib desert dune plant trianthema hereroensis, S. Afr. J. Sci, vol.73, pp.169-172, 1977.

S. Sippel, N. Meinshausen, A. Merrifield, F. Lehner, A. G. Pendergrass et al., Uncovering the Forced Climate Response from a Single Ensemble Member Using Statistical Learning, J. Climate, vol.32, pp.5677-5699, 2019.

R. Spirig, R. Vogt, J. A. Larsen, C. Feigenwinter, A. Wicki et al., Probing the fog life-cycles in the Namib desert, B. Am. Meteorol. Soc, 2019.

M. Sprenger, H. Wernli, H. V. Storch, and F. W. Zwiers, The LAGRANTO Lagrangian analysis tool -version 2.0, Geosci. Model Dev, Statistical Analysis in Climate Research, vol.8, pp.2569-2586, 1999.

R. J. Swap, H. J. Annegarn, J. T. Suttles, M. D. King, S. Platnick et al., Africa burning: A thematic analysis of the Southern African Regional Science Initiative (SAFARI 2000), J. Geophys. Res.-Atmos, vol.108, pp.1-15, 2003.

N. Tim, E. Zorita, and B. Hünicke, Decadal variability and trends of the Benguela upwelling system as simulated in a high-resolution ocean simulation, Ocean Sci, vol.11, pp.483-502, 2015.

P. D. Tyson, M. Garstang, R. J. Swap, P. Kallberg, and M. Edwards, An Air Transport Climatology for Subtropical Southern Africa, Int. J. Climatol, vol.16, pp.265-291, 1996.

K. A. Warren-rhodes, C. P. Mckay, L. N. Boyle, M. R. Wing, E. M. Kiekebusch et al., Physical ecology of hypolithic communities in the central Namib Desert: The role of fog, rain, rock habitat, and light, J. Geophys. Res.-Biogeo, vol.118, pp.1451-1460, 2013.

J. Yu and S. T. Kim, Relationships between Extratropical Sea Level Pressure Variations and the Central Pacific and Eastern Pacific Types of ENSO, J. Climate, vol.24, pp.708-720, 2010.

C. Zhou and J. E. Penner, Why do general circulation models overestimate the aerosol cloud lifetime effect? A case study comparing CAM5 and a CRM, Atmos. Chem. Phys, vol.17, pp.21-29, 2017.

P. Zuidema, J. Redemann, J. Haywood, R. Wood, S. Piketh et al., Smoke and Clouds above the Southeast Atlantic: Upcoming Field Campaigns Probe Absorbing Aerosol's Impact on Climate, B. Am. Meteorol. Soc, vol.97, pp.1131-1135, 2016.