A Case Study on Fog/Low Stratus Occurrence at Las Lomitas, Atacama Desert (Chile) as a Water Source for Biological Soil Crusts

The Atacama Desert is well known for the high occurrence of large-scale fog (spatial extents: hundreds of kilometers) emerging as low stratus (LST) decks over the Pacific Ocean. By contrast, the small-scale and heterogeneous occurrence of small-scale fog (hundreds of meters) particularly during summers is widely unconsidered. However, these events are important for the local vegetation and particularly for the biological soil crusts (BSC) that are widely distributed in this extreme ecosystem. Consequently, a case study in a typical fog oasis in the Pan de Azucar National Park was conducted to test the feasibility combining field measurements, drone profiling, remote sensing and numerical modeling (i) to investigate fog-type specific differences regarding dynamics, physical properties and formation, (ii) to test the applicability of remote sensing technology for fog monitoring based on existing low-resolution and a proposed new high-resolution product and (iii) to estimate the related fog water input to BSCs. Two types of fog were observed. The well-known fog/LST deck emerging from the Pacific Ocean with high water path and large spatial extent was the first type. Fog of the second type was patchier, small-scale and not necessarily connected to the LST over the ocean. Instead, fog formation of the second type was related to thermal breeze systems, which produced shallow clouds containing less water than those of type 1. In general, such small-scale fog events were not captured well by existing remote sensing products but could be detected with the proposed new high-resolution product which provided promising results. Both fog types were important water resources for the BSCs, with approximately 8% to 24% of the fog water flux available to the BSCs at the surface. The results indicated the feasibility of the proposed methods’ pool to estimate the water budget of BSCs with a high spatial resolution in the future.

[1]  R. Espejo,et al.  Fog measurements at the site "Falda Verde" north of Chañaral compared with other fog stations of Chile , 2002 .

[2]  Fernando T. Maestre,et al.  Biological soil crusts modulate nitrogen availability in semi-arid ecosystems: insights from a Mediterranean grassland , 2010, Plant and Soil.

[3]  Robert S. Schemenauer,et al.  Advective, orographic and radiation fog in the Tarapacá region, Chile , 2002 .

[4]  O. Klemm,et al.  Fog deposition to a Tillandsia carpet in the Atacama Desert , 2009 .

[5]  Pilar Cereceda,et al.  The spatial and temporal variability of fog and its relation to fog oases in the Atacama Desert, Chile , 2008 .

[6]  Otto Klemm,et al.  Pollution in coastal fog at Alto Patache, Northern Chile , 2010, Environmental science and pollution research international.

[7]  O. Lange,et al.  Epiphytische Flechten im Bereich einer chilenischen „Nebeloase“ (Fray Jorge) II. Ökophysiologische Charakterisierung von CO2-Gaswechsel und Wasserhaushalt , 1983 .

[8]  P. Cereceda,et al.  The Occurrence of Fog in Chile , 1991 .

[9]  John S. Kain,et al.  The Kain–Fritsch Convective Parameterization: An Update , 2004 .

[10]  K. T. Kriebel Cloud liquid water path derived from AVHRR data using APOLLO , 1989 .

[11]  P. Cunningham Idealized Numerical Simulations of the Interactions between Buoyant Plumes and Density Currents , 2007 .

[12]  R. Reynolds,et al.  The NCEP/NCAR 40-Year Reanalysis Project , 1996, Renewable Energy.

[13]  Lukas W. Lehnert,et al.  Land Cover Change in the Andes of Southern Ecuador - Patterns and Drivers , 2015, Remote. Sens..

[14]  W. Menzel,et al.  Discriminating clear sky from clouds with MODIS , 1998 .

[15]  Jörg Bendix,et al.  Vertical distribution of microphysical properties in radiation fogs — A case study , 2015 .

[16]  Robert S. Schemenauer,et al.  A Proposed Standard Fog Collector for Use in High-Elevation Regions , 1994 .

[17]  Graeme L. Stephens,et al.  Radiation Profiles in Extended Water Clouds. II: Parameterization Schemes , 1978 .

[18]  J. Dudhia,et al.  2 A IMPLEMENTATION AND VERIFICATION OF THE UNIFIED NOAH LAND SURFACE MODEL IN THE WRF MODEL , 2003 .

[19]  Francesco Tampieri,et al.  Size distribution models of fog and cloud droplets in terms of the modified gamma function , 1976 .

[20]  O. Bens,et al.  Dew formation on the surface of biological soil crusts in central European sand ecosystems , 2012 .

[21]  Y. Kerr,et al.  Satellite Estimation of Solar Irradiance at the Surface of the Earth and of Surface Albedo Using a Physical Model Applied to Metcosat Data , 1987 .

[22]  Heikki Saari,et al.  The ozone monitoring instrument , 2006, IEEE Transactions on Geoscience and Remote Sensing.

[23]  Burkhard Büdel,et al.  Habitat stress initiates changes in composition, CO2 gas exchange and C-allocation as life traits in biological soil crusts , 2014, The ISME Journal.

[24]  Glen Jaross,et al.  Ozone monitoring instrument calibration , 2006, IEEE Transactions on Geoscience and Remote Sensing.

[25]  K. Trachte,et al.  Nocturnal convective cloud formation under clear‐sky conditions at the eastern Andes of south Ecuador , 2010 .

[26]  João Paulo Ramos Teixeira,et al.  Comparisons of satellites liquid water estimates to ECMWF and GMAO analyses, 20th century IPCC AR4 climate simulations, and GCM simulations , 2008 .

[27]  B. Fiedler Mesoscale cellular convection: is it convection? , 1985 .

[28]  P. Rundel,et al.  Flora and vegetation of Pan de Azucar National Park in the Atacama desert of northern Chile , 1996 .

[29]  J. Thepaut,et al.  The ERA‐Interim reanalysis: configuration and performance of the data assimilation system , 2011 .

[30]  K. Trachte,et al.  The Impact of Different Terrain Configurations on the Formation and Dynamics of Katabatic Flows: Idealised Case Studies , 2010 .

[31]  R. Falconer,et al.  Determination of cloud water acidity at a mountain observatory in the Adirondack Mountains of New York State , 1980 .

[32]  C. Colesie,et al.  Summer Activity Patterns of Antarctic and High Alpine Lichen-Dominated Biological Soil Crusts—Similar But Different? , 2016, Arctic, Antarctic, and Alpine Research.

[33]  J. Dudhia,et al.  A New Vertical Diffusion Package with an Explicit Treatment of Entrainment Processes , 2006 .

[34]  B. Heusinkveld,et al.  Dew measurements along a longitudinal sand dune transect, Negev Desert, Israel , 2000, International journal of biometeorology.

[35]  J. T. Knowles,et al.  Multi-annual climate in Parque Nacional Pan de Azúcar, Atacama Desert, Chile , 2003 .

[36]  O. Lange,et al.  Photosynthesis and water relations of lichen soil crusts: field measurements in the coastal fog zone of the Namib Desert , 1994 .

[37]  P. Osses,et al.  The climate of the coast and fog zone in the Tarapacá Region, Atacama Desert, Chile , 2008 .

[38]  J. Bendix,et al.  The potential distribution of tropical lowland cloud forest as revealed by a novel MODIS-based fog/low stratus night-time detection scheme , 2014 .

[39]  Akira Iwasaki,et al.  Characteristics of ASTER GDEM version 2 , 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

[40]  M. Andreae,et al.  Contribution of cryptogamic covers to the global cycles of carbon and nitrogen , 2012 .

[41]  William C. Skamarock,et al.  A time-split nonhydrostatic atmospheric model for weather research and forecasting applications , 2008, J. Comput. Phys..

[42]  J. Bendix A case study on the determination of fog optical depth and liquid water path using AVHRR data and relations to fog liquid water content and horizontal visibility , 1995 .

[43]  K. Sellegri,et al.  Quantitative evaluation of seven optical sensors for cloud microphysical measurements at the Puy-de-Dôme Observatory, France , 2015 .

[44]  Jannes Muenchow,et al.  Predictive Mapping of Species Richness and Plant Species' Distributions of a Peruvian Fog Oasis Along an Altitudinal Gradient , 2013 .

[45]  J. Barichivich,et al.  Interannual variability of the coastal fog at Fray Jorge relict forests in semiarid Chile , 2008 .

[46]  D. Coxson,et al.  Biological Soil Crusts: Structure, Function, and Management , 2002 .

[47]  H. Masunaga,et al.  Physical properties of maritime low clouds as retrieved by combined use of Tropical Rainfall Measurement Mission Microwave Imager and Visible/Infrared Scanner : Algorithm , 2002 .

[48]  P. Marquet,et al.  Vegetation pattern formation in a fog-dependent ecosystem. , 2010, Journal of theoretical biology.

[49]  M. Richter,et al.  PHYTOGEOGRAPHIC DIVISIONS, CLIMATE CHANGE AND PLANT DIEBACK ALONG THE COASTAL DESERT OF NORTHERN CHILE , 2011 .

[50]  J. Armesto,et al.  Epiphytes improve host plant water use by microenvironment modification , 2013 .

[51]  X. Zeng,et al.  An analysis of statistical characteristics of stratus and stratocumulus over eastern Pacific , 2006 .

[52]  O. Lange Moisture content and CO2 exchange of lichens , 1980, Oecologia.

[53]  C. Colesie,et al.  Biological Soil Crusts , 2014 .

[54]  R. Wood,et al.  Spatial variability of liquid water path in marine low cloud : The importance of mesoscale cellular convection , 2006 .

[55]  Jörg Bendix,et al.  Ground Fog Detection from Space Based on MODIS Daytime Data—A Feasibility Study , 2005 .

[56]  Robert S. Schemenauer,et al.  Measurements of fog water deposition and their relationships to terrain features , 1987 .

[57]  Jörg Bendix,et al.  Detecting ground fog from space – a microphysics-based approach , 2011 .

[58]  Jörg Bendix,et al.  A satellite-based climatology of fog and low-level stratus in Germany and adjacent areas , 2002 .

[59]  Kevin W. Manning,et al.  Explicit Forecasts of Winter Precipitation Using an Improved Bulk Microphysics Scheme. Part I: Description and Sensitivity Analysis , 2004 .

[60]  Didier Tanré,et al.  Second Simulation of the Satellite Signal in the Solar Spectrum, 6S: an overview , 1997, IEEE Trans. Geosci. Remote. Sens..

[61]  P. Teillet,et al.  On the Slope-Aspect Correction of Multispectral Scanner Data , 1982 .

[62]  G. McGregor,et al.  A 3 year climatology of rainfall characteristics over tropical and subtropical South America based on tropical rainfall measuring mission precipitation radar data , 2004 .