Abstract
The Andes is the longest cordillera in the world and extends from northern South America to the southern extreme of the continent (from 11°N to 53°S). The Andes runs through seven countries and is characterized by a wide variety of ecosystems strongly related to the contrasting climate over its eastern and western sides, as well as along its latitudinal extension. This region faces very high potential impacts of climate change, which could affect food and water security for about 90 million people. In addition, climate change represents an important threat on biodiversity, particularly in the tropical Andes, which is the most biodiverse region on Earth. From a scientific and societal view, the Andes exhibits specific challenges because of its unique landscape and the fragile equilibrium between the growing population and its environment. In this manuscript, we provide an updated review of the most relevant scientific literature regarding the hydroclimate of the Andes with an integrated view of the entire Andes range. This review paper is presented in two parts. Part I is dedicated to summarize the scientific knowledge about the main climatic features of the Andes, with emphasis on mean large-scale atmospheric circulation, the Andes-Amazon hydroclimate interconnections and the most distinctive diurnal and annual cycles of precipitation. Part II, which is also included in the research topic “Connecting Mountain Hydroclimate Through the American Cordilleras,” focuses on the hydroclimate variability of the Andes at the sub-continental scale, including the effects of El Niño-Southern Oscillation.
Introduction
The Andes is the longest mountain chain in the world (∼7240 km) and the highest within the inner tropics. The Andes extends over South America with a south-north direction from Patagonia to Venezuela. The complexity of the topography and the relative low density/short period of the meteorological network over the Andes have been an inconvenience for a proper characterization of the main atmospheric circulation patterns and their relationships with the main hydroclimatic features, including the spatio-temporal characterization of precipitation over the whole of the Andes chain. Sustainable development in the Andes is currently menaced by changes ranging from local and regional (land use and deforestation; e.g., Nobre et al., 2016; ) to global (climate change; ), which in turn would affect its climate and water resources, from glaciers retreat (Rabatel et al., 2013) to water supply and ecosystem services (Vuille et al., 2018).
During the last two decades, a few studies have summarized the main features of the atmospheric circulation over particular regions in South America, including , focusing on the La Plata Basin in Southeastern South America, and , focusing on the subtropical/extratropical part of the continent. Over equatorial and tropical part of South America, several studies have reviewed the main mechanisms associated to the South America Monsoon System (SAMS) (Zhou and Lau, 1998; Vera et al., 2006; ), whereas Vuille et al. (2012) provide a review of changes in this monsoon circulation during the past two millennia. Reviews of the hydroclimate of the Amazon basin have been provided by , , and more recently by , with particular focus on extreme hydrological events. At the regional level, Poveda et al. (2006) and have provided review papers on the climate of Northern South America/Southern Mesoamerica and the South American Altiplano, respectively. However, to our knowledge, we still lack of integrated reviews and assessments of the hydroclimate over the entire Andes range.
This contribution makes part of a series of review papers focused on diverse aspects of climate, weather, hydrology and cryosphere of the Andes cordillera. Such reviews are being prepared to provide a state-of-the-art synthesis of current knowledge, as part of the ANDEX initiative. ANDEX is a prospective Regional Hydrological Project (RHP) of the Global Energy and Water Cycle Experiment (GEWEX)1 project of the World Climate Research Programme (WCRP)2. Three international workshops have been held among researchers from Andean countries and elsewhere to discuss the existing knowledge about the Andes hydroclimatology, to identify the research community working on the relevant scientific disciplines and applications, and to start identifying major research gaps. The ANDEX foundational meeting was held in Medellín, Colombia, on 5–7 December 2017; the second one in Santiago, Chile, on 22–24 October 2018; and the third workshop took place in Quito, Ecuador, on 21–24 April 2019. As a result of these activities, three overarching questions have been defined to guide the ANDEX scientific agenda, as follows3 :
- (i)
What are the main physical processes driving the water and energy budgets of the Andes (as a singular cordillera), at a broad range of spatial and temporal scales, and their interactions with the Pacific and Atlantic Oceans and major river basins of South America?
- (ii)
How climate change, deforestation and land use changes are affecting the hydroclimatological functioning of the Andes across the altitudinal and latitudinal gradients, from glaciers to paramos, punas, cloud montane forests, rainforests, dry forests, and deserts?
- (iii)
What is the scientific basis underpinning the sustainable development of the Andean region?
In particular, this review aims to assess and discuss recent progress in the knowledge of the Andes hydroclimate, under an integrated view from the Patagonia to the northern Andes, including for the first time all latitudinal ranges: north tropical (north of 8°S), south tropical (8°S–27°S), subtropical (27°S–37°S) and extratropical (south of 37°S). This review considers the interactions Andes-Amazonas, which play a key role controlling hydroclimate over the Andes. This comprehensive approach has allowed better describing the differences and connections among regions, including water and energy fluxes. Also, this manuscript highlights the main research gaps that need to be addressed in order to improve our current understanding of Andean hydroclimate. This manuscript is presented in two parts. Part I is dedicated to summarize (i) the mean large-scale atmospheric circulation that characterize the hydroclimate of the Andes, including zonal flow impinging the Andes, the low-level jets observed over the Andes and the hydroclimatic connectivity between the Amazon and the Andes; and (ii) the regular cycles of precipitation, including the most distinctive diurnal and annual cycles of precipitation. Part II addresses the hydroclimate variability of the Andes at the sub-continental scale, including interannual variability and its relationship with the El Niño-Southern Oscillation (ENSO). Recent progress in the knowledge about impacts of the ENSO on the Andean hydroclimate are also reviewed by Poveda et al. (submitted) in the paper “High Impact Weather Events in the Andes,” submitted to this special issue (“Connecting Mountain Hydroclimate Through the American Cordilleras”).
Mean Large-Scale Circulation
The atmospheric circulation over South America and adjacent oceans are major drivers of weather and climate over the Andes, including mean climatic conditions and regular cycles. These large-scale features are in turn affected by the Andean topography, vegetation patterns, the gradually-varying boundary conditions provided by the Pacific and Atlantic oceans, the tropical-extratropical interactions, the Amazon-Andes connection, among other regional-to-local interactions. In the next sections, these main features are described and discussed.
Zonal Flow Impinging the Andes
Figure 1 shows the long-term mean upper and lower tropospheric wind field in South America for January and July from the NCEP-NCAR reanalysis, a rather coarse dataset but fine enough to describe the large-scale circulation interacting with the Andes (see also ). To complement the isobaric maps, Figure 2 displays the latitude-height cross section of the zonal flow at 70°W. Broadly speaking, the mid- and upper-level circulation atop and over the Andes is mostly zonal, with westerly flow from 25°S southward and easterly flow at low latitudes. During the austral winter [June-July-August (JJA)], mid-level westerlies reach ∼10°S and the upper-level jet stream is located over the subtropical Andes, at about 30°S. During the summer [December–January–February (DJF)], the zonal flow over South America is disrupted by the Bolivian High (see section 3) but since it is centered over the Altiplano, the flow atop of the cordillera remains mostly easterly (from 20°N to 20°S) or westerly (from 25°S southward, with an upper-level jet stream located over the extratropical Andes at about 45°S). The narrowness and elevation of the mountain range preclude the formation of large-scale stationary waves, because most of the low- and mid-level flow impinging the Andes is blocked and there is little deflection of the horizontal streamlines over the sloping terrain (that otherwise will generate topographic Rossby waves, e.g., ). On the other hand, the interaction of the strong westerly winds with the extratropical Andes (south of 37°S) is capable to produce large-amplitude gravity waves propagating into the stratosphere where they deposit their momentum (e.g., ).
FIGURE 1
FIGURE 2
Baroclinic disturbances embedded in the mid-latitude westerly wind belt are responsible for most of the rain and snowfall in the subtropical and extratropical Andes (particularly, central-southern Chile, and western Argentina) due to the spill-over effect. The axis of the southern hemisphere storm track intersect the extratropical Andes at 45–50°S year round (Figure 1; ; ; ) and recent studies have shown that climate change is responsible for a poleward shift of the storm track (; ) with important consequences for the Chile/western Argentina hydroclimate ().
Near-surface, westerly flow continues to impinge against the Andes at mid-latitudes and easterly flow near the equator. The trans-Andean flow at mid-latitudes -responsible for some of the most marked precipitation gradients on Earth (see Part II)- is possible because of the strong flow and the relatively low topography, even though some blocking occurs at the lowest levels (Viale and Garreaud, 2015). The trans-Andean flow at low latitudes is more difficult to occur given the altitude of the mountains in this region. Indeed, the eastern slopes of the south Tropical Andes (which cover Bolivia, Peru, and Ecuador) act as a topographic barrier for the warm and moist flux from the Amazon region. Moisture advection from the Amazon region is predominant during the austral summer (Figure 1a). However, at low latitudes (north of 5°S), where the altitude of the mountains is lower, trans-Andean flows are predominant all year around, producing a complex rainfall regime over this region (; ; Segura et al., 2019).
Because of the topographic blocking, the low-level flow adjacent to the subtropical Andes is mostly meridional: southerly winds to the west and northerly winds to the east. This meridional flow pattern is stronger in the austral summer and in quasi-geostrophic balance with the subtropical Pacific anticyclone and the continental low (Seluchi et al., 2003), whose maintenance is partially driven by the Andes (Rodwell and Hoskins, 2001; Takahashi and Battisti, 2007). Near to the western flank of the subtropical Andes, the flow becomes northerly, with a well-defined jet at about 700 hPa within 30 km from the mountain surface (Rutllant and Garreaud, 2004; ). The low-level, terrain-parallel flow close to both sides of the Andes often organize in low-level jets (LLJs) described in detail in section Low Level Jets at the Andes Foothills.
The relevance of the Andes cordillera in organizing the tropospheric flow at the continental scale (and so the moisture transport among other consequences) can also be appreciated in numerical experiments in which the Andes is removed, as presented in and . Of particular relevance, the presence of the Andes is instrumental for the existence of the low-level jet east of the Andes, the South American Low-Level jet (SALLJ; see section LLJs to the East of the Andes), that transport humidity from the Amazonian rainforest into the southern plains of the continent, and so it is fundamental for inducing the occurrence of the SAMS during austral summer. The SAMS corresponds to a monsoonal circulation over South America, mainly Bolivia, Peru, Brazil and northern Argentina, covering the Amazon rainforest (e.g., Zhou and Lau, 1998), that exhibits four dominant features: (i) an upper troposphere anticyclone (at 200–300 hPa), located over Bolivia, known as the Bolivian High (see section Regular Cycles of Precipitation); (ii) a northwest-southwest oriented band of cloudiness over the southeast of the continent, known as the South Atlantic Convergence Zone (SACZ); (iii) the occurrence of high surface temperatures over the Atlantic Ocean prior to the wet season onset; and (iv) the presence of the SALLJ to the east of the Andes (see section LLJs to the East of the Andes) (; Vera et al., 2006; ; ). The evolution of the SAMS is also related to the location and intensity of the Atlantic Intertropical Convergence Zone (ITCZ). For instance, during the onset and mature phases of the SAMS (early-mid austral summer), the ITCZ is confined to the Atlantic region between 5 and 8°N (Zhou and Lau, 1998). During the retreat phase of the SAMS (late austral summer-early austral fall), the deep convection of the Atlantic ITCZ is relatively weak and shows a northward migration (Vera et al., 2006). Therefore, atmospheric circulation over the Andes is partly connected to the dynamics of the SAMS, as discussed throughout the next subsections.
Amazon-Andes Connection
The Amazon-Andes transition region is characterized by a unique landscape and the fragile equilibrium between the growing population and its environment (Myers et al., 2000; Vuille et al., 2018). This region shows an exceptional biodiversity and biogeographical patterns, which are the result of the interplay between contrasted climates and the complexity of Andean topography (; Rangel et al., 2018). The eastern Andes and the Amazon River basin constitute an entangled biogeophysical system. The Amazon region exports water vapor and nutrients to the Andes through the moisture-laden trade winds (e.g., ; Poveda et al., 2006, 2014; Zemp et al., 2017). The ascent of these winds owing to the orographic effect of the Andes, favors convection and high intensity rainfall rates over the eastern piedmont (e.g., , ; ; ; ), which in turn produces the river runoff draining sediments, pollutants, and nutrients downstream to the Amazon lowlands (Poveda et al., 2006; ; ; Moquet et al., 2011; Molina-Carpio et al., 2017; ).
The eastern flank of the tropical Andes is the wettest region in the Amazonia (e.g., ; ). From the diurnal to the interdecadal timescale, rainfall variability in the Amazon-Andes transition region is the result of the interplay between regional atmospheric circulation, lowland-highland temperature contrast and the complex Andean topography (Ronchail and Gallaire, 2006; ; Segura et al., 2016; ; ). These features produce high rainfall rates of around 6000–7000 mm/year, generally observed at around 400–2000 m.a.s.l (; ; Poveda et al., 2014; ; ). As a consequence, the Andean region has the largest runoff per unit area of the Amazon basin (Moquet et al., 2011; ; Figure 3) and the extreme hydrological events that occur over this region can have impacts over the entire Amazon basin, as observed during the exceptional 2014 flood in the upper Madeira River basin (; Ovando et al., 2016). Studies have documented the key role of the hydrological variability of the Andean-Amazon rivers, such as the Madeira, Ucayali, Marañón and Caquetá-Japura for a broad understanding of hydrological variability of the entire Amazon basin at the seasonal and interannual time scales, including long-term hydrological trends (e.g., Roche and Fernandez Jáuregui, 1988; ; ; Molina-Carpio et al., 2017; Wongchuig-Correa et al., 2017; ), atmospheric and surface water balances (, Figure 3) and the dynamics of the sediments and nutrients at the Amazon basin scale (; Moquet et al., 2011; ; ; Vauchel et al., 2017). Multiannual rainfall variability in the Amazon basin, including extreme hydroclimatic events, has been mainly attributed to the sea surface temperatures (SST) variations in both the tropical Pacific and Atlantic oceans, with seasonal and regional specificities. In addition, a reduced vegetation cover in the southern Amazon also contributes to a more frequent occurrence of longer dry seasons over this region (for more details see ; ; ; ; ; ; Ruiz-Vasquez et al., submitted, among others).
FIGURE 3
The Atlantic Ocean and the Amazon rainforest are, respectively, the main oceanic and continental atmospheric moisture sources for most of the north tropical Andes (north of 8°S) and neighboring regions (
FIGURE 4

(A) Fraction of total precipitation during the extended dry season (June–November) that last evaporated from the ocean, calculated from atmospheric moisture tracking (1989–2005). Arrows represent vertically integrated moisture fluxes. Source: Zemp et al. (2017), © Nature Communications. CC licence. (B) Fraction of mean annual rainfall that has been transpired by trees in the Amazon basin. Source: Staal et al. (2018). © Nature Climate Change. Reprinted by permission from Springer Nature.
Consequently, the high rate of Amazonian land-cover change probably will affect the entire hydrological cycle over both the Amazon basin and the Andes. In fact, the existence of two-way biogeophysical feedbacks between the Andes and the Amazon is difficult to overstate. Massive amounts of water vapor are evapotranspired into the atmosphere by the Amazonian rainforest, which are condensed and converted into rainfall (precipitation recycling), and later on evapotranspired several times within the region (Figure 3). Such cascade of water vapor is then transported by the trade winds from eastern to central and western Amazonia (Figure 4A), to be lifted by the orography of the Andes and then condensed and converted into rainfall. This explains that the rainiest regions of the Amazon river basin are located along the piedmonts of the Andes of Colombia, Ecuador, Peru, and Bolivia (
The Bolivian High
During the DJF season (austral summer), the 200 hPa westerlies over South America are mainly observed south of 22°S. Also, the extreme north of the continent is dominated by westerlies (Figure 5). An upper-level anticyclonic circulation (around 200–300 hPa), referred as the Bolivian High, is observed over the tropical South American continent (centered at around 15°S–65°W). Downstream, over northeastern Brazil, an upper level cyclonic circulation is observed in complement to the Bolivian High and a convergence region is defined over the Peruvian and Ecuadorian coasts (Virji, 1981;
FIGURE 5

200 hPa winds for 3 days in austral summer depicting an absent Bolivian High (BH; A), a Bolivian High near its climatological position (B) and an intense, broad Bolivian High centered well to the south of its mean position (C). Wind data from NCEP-NCAR Reanalysis.
Initial studies suggested a thermal origin for the Bolivian High, supported by the strong sensible heating and the liberation of latent heat over the Altiplano and the tropical Andes during the austral summer (Schwerdtfeger, 1961;
The Bolivian High experiences strong synoptic and intraseasonal variability (Figure 5) in its intensity, position and extent. While the Bolivian High mean-state has been firmly related to convection over the Amazon, it is unclear how both elements are connected at higher frequencies. A confounding factor is extratropical variability that can impact both upper-level winds and low-level conditions affecting continental convection. Of particular relevance is a sub-monthly scale dipole of convection that is often observed in southeastern South America between the La Plata basin and southern Brazil (e.g., Nogués-Paegle and Mo, 1997;
Low Level Jets at the Andes Foothills
Prominent LLJs are observed at both sides of the Andes and at different ranges of latitude, which are induced by mechanical blocking of impinging flow and/or diabatic heating in the mountain slopes. These LLJs are important because they transport vast quantities of moisture along large meridional distances, except for the case of the jets to the west of the Andes at subtropical latitudes. A schematic representation of these LLJs is presented in Figure 6 and we now examine their main features.
FIGURE 6

Schematic figure of South America depicting the principal LLJs at both sides of the Andes cordillera.
LLJs to the East of the Andes
One of the LLJs to the east to the Andes circulates over northern South America from the Tropical North Atlantic through Guyana and eastern Venezuela. It becomes a LLJ blowing over the Venezuela-Colombian Llanos (plains) of the Orinoco River, so-called Corriente de los Andes Orientales (CAO), the Llanos jet, the Orinoco jet, or the Eastern Andes Jet (Montoya et al., 2001; Torrealba and Amador, 2010;
Over the Colombian and Venezuelan Llanos region, the CAO exhibits a clear annual cycle with peak velocities during DJF (8–12 ms–1) and lower velocities during JJA (2–3 ms–1). It is worth noticing that the annual cycle of the CAO wind strength is negatively correlated with rainfall over the Colombian Llanos (Rueda, 2014;
LLJs to the West of the Andes
One of the rainiest places on Earth (Lloró; 5°30′N, 76°32′W) is situated alongside the Pacific coast of Colombia, witnessing mean annual precipitation rates reaching 13,000 mm (Snow, 1976;
FIGURE 7

Vertical distribution of mean (1980–2019) zonal winds (m s−1) based on ERA 5 at 79–80°W during (A) December–February (DJF), (B) March–May (MAM), (C) June–August (JJA), and (D) September–November (SON). Positive values indicate westerly flow while negative values indicate easterly flow. CLLJ indicates the easterly blowing Caribbean LLJ crossing Central America. The westerly blowing Choco jet is most evident from May through November. Images provided by the NOAA/ESRL Physical Sciences Division, Boulder Colorado from their web site at https://www.esrl.noaa.gov/psd/.
A fourth LLJ in the Andean region forms over the southeastern Pacific, close to the Andean western slope (
Regular Cycles of Precipitation
Regular cycles of precipitation over the Andes are associated with complex interactions between the above-described large-scale atmospheric features (e.g., latitudinal oscillation of the ITCZ and the westerlies) and local patterns, such as the Andean orography, local circulations (e.g., diurnal thermally driven circulations, upslope, and downslope moisture transport) and temperature gradients. Based on the current scientific literature, this section provides a synthesis of diurnal and seasonal cycles of precipitation across the entire Andes.
Diurnal Cycle of Precipitation
The most dominant feature of tropical climatology is the strong amplitude of the diurnal cycle of temperature, which in turn is associated with the formation and development of shallow and deep convective processes generating rainfall. Orography exerts a strong role to control and focus local circulation and temperature gradients, and therefore tropical Andean rainfall exhibits a strong spatiotemporal variability. The diurnal cycle of rainfall in the north tropical Andes of Colombia (north of 8°S) has been studied by Poveda et al. (2001,a,b,c,2005). Figure 8 exemplifies the strong variability in the hour of preferential rains over the north tropical Andes of Colombia, which can be unimodal (diurnal) or bimodal (semi-diurnal). The phase of the diurnal cycle of rainfall in the north tropical Andes of Colombia also exhibits a strong spatial variability with respect to the month of the year. Dedicated studies are needed to further understand the physical mechanisms and dynamic and thermodynamic processes that explain such strong spatial variability in the diurnal cycle of rainfall within the seasonal march.
FIGURE 8

Seasonal march of the diurnal cycle of rainfall at 17 selected stations in the north tropical Andes of Colombia (north of 8°S). The diurnal cycle is defined from 0700 to 0700 local standard time (LST), and interpolated isolines indicate percent of total daily rainfall, with the color scale shown at the bottom. Boundaries of the neighboring (left) Cauca and (right) Magdalena River valleys are shown in white. The inset at the bottom left shows details of rain gauges located in the western flank of the central range of the Colombian Andes. Source: Poveda et al. (2005). © American Meteorological Society. Used with permission.
In most of the south tropical Andes (mainly in southern Peru and Bolivia), a clear diurnal cycle has been identified, characterized by maximum precipitation values observed during the day (night) in the western (eastern) flank of the highlands (
FIGURE 9

Mean December-February precipitation estimated by the precipitation radar of the Tropical Rainfall Measuring Mission (TRMM-2A25) for the 2000–2014 period (mm/day) in the Peruvian Andes (Cuzco region), corresponding to (a) all times step mean, (b) daytime mean [7–19 h Local Time (LT)], (c) nighttime mean (19–7 h LT), (d) 3 h times-step mean. Bold black contours show 500 and 3500 m orography limits. The black boxes indicated in (a) define the West (W), Center (C), and North (N) boxes. In (d), the indicated time-step titles are 10 h (7–10 h mean), 13 h (10–13 h mean), 16 h (13–16 h mean), 19 h (16–19 h mean), 22 h (19–22 h mean), 1 h (22–1 h mean), 4 h (1–4 h mean), 7 h (4–7 h mean). In (e) the location of the main cities and rivers are indicated. Source:
Over the Altiplano, the maximum precipitation is observed in the early afternoon (13 h LT) associated with the maximum outgoing longwave radiation, the radiative heating and the upslope flow development in both sides of the Andes (
Further south, the western subtropical Andes have little convective activity during summer, but it is enhanced when rainfall occurs in the late afternoon (Viale and Garreaud, 2014). On the eastern side of the subtropical Andes, a clear summer diurnal cycle is present right at the foothills (Romatschke and Houze, 2013), which corresponds with one of the places with the most intense convection in the world (Zipser et al., 2006; Rasmussen et al., 2014;
Annual Cycle of Precipitation
The latitudinal oscillation of the ITCZ is the principal modulator of the annual cycle of rainfall along the north tropical South America (Mejia et al., 1999;
FIGURE 10

Mean annual cycle of precipitation in different rain gauges over the north tropical Andes of Colombia (north of 8°S). Adapted from Ricaurte et al. (2019).
Over the equatorial Andes, the eastern slope is characterized by a unimodal rainfall annual cycle with maximum values in June–August (Figures 11e,g). This pattern is related to an intensification of the westward moisture advection from the equatorial Amazon basin and orographic uplift forced by the Andean topography (
FIGURE 11

(a–g) Rainfall regimes in eight stations in the south tropical Andes-Amazon region. Adapted from:
Over the south tropical Andes/Altiplano, where unimodal rainfall regime predominates (Figure 11h), the rainy season extends from November to March with its peak in January, when the establishment of the Bolivian High brings easterly, moist-laden winds from the interior of the continent (
In a recent study, Segura et al. (2019) identify three zones over the tropical Andes in relation to seasonal rainfall regime using the Climate Hazards group Infrared Precipitation with Stations (CHIRPS) monthly data (Figures 11h,i): the equatorial Andes (EA; 5°S-1°N), the transition zone (TZ; 8°S–5°S) and the southern tropical Andes (STA, 20°S–8°S). For this purpose, the maximum spectral precipitation value between 10 and 16.67 months is defined as the unimodal index (PSD12) and the value between 5 and 8 months as the bimodal index (PSD6). Thus, the unimodal and bimodal indices allow us to estimate the relative difference between the unimodal and bimodal regime (PSD12-6, see Equation 3 in Segura et al., 2019). The EA and the TZ are characterized by a same wet season in the February–April period, associated with the seasonal variations of the ITCZ and the Walker cell (i.e., southerly displacement of the ITCZ and the weakened Walker Cell during this season). In addition, strong westward moisture transport from the equatorial Amazon is observed during the October–November wet season in the TZ.
Atop and over the western side of the subtropical and extratropical Andes most of the rainfall is produced by frontal systems in winter crossing the continent (Saavedra and Foppiano, 1992), especially fronts associated with atmospheric rivers (Viale et al., 2018). The fronts are rooted in extratropical cyclones that drift in the westerly wind belt and the collocated storm track. These two features of the general circulation remain between 45 and 55°S year round, producing a precipitation annual cycle of low seasonality over the extratropical Andes. Yet, the meridional displacement of the upper-level jet stream does favor more precipitation during the austral winter (JJA) over the subtropical Andes, causing the wet season in central-southern Chile (Rutllant and Fuenzalida, 1991; Viale and Garreaud, 2015; Viale et al., 2019, Figure 12). The mean annual precipitation has a strong latitudinal gradient between 25 and 40°S (
FIGURE 12

Mean annual precipitation in different rain gauges of the Andes at subtropical (35°S) and extratropical (43°S) latitudes. In both cases, the figure is a west-east cross section including topography (gray shaded), annual mean precipitation (circles) in rain gauges (crosses). The boxes at the top indicate the fraction of precipitation that falls in austral winter (April–September). Adapted from Viale et al. (2019).
Summary and Open Research Questions
Sustainable development in the Andes is currently menaced by multiscale changes, which affect its climate and water resources from glaciers retreat to ecosystem services and water supply for about 90 million people. Under this context, is crucial to improve our understanding about large-scale controls of the Andes hydroclimate and its interactions with regional and local processes, and therefore enable adaptation to high impacts events related to climate variability and climate change. This manuscript presents a review of the recent progress in the understanding of the Andes hydroclimate based on a unified overview from southern Patagonia to the northern part of the Andes in South America. This section is dedicated to summarizing the most relevant issues stated in the manuscript and the associated research gaps. Two major topics have been summarized in Part I of this paper:
- (i)
The mean large-scale atmospheric circulation that characterizes the hydroclimate of the Andes
Over the Andes, the mid- and upper-level circulation is mostly zonal, with westerly flow southward of 25°S and easterly flow at low latitudes. However, during the austral winter, mid-level westerlies reach around 10°S and the upper-level jet stream is located over the subtropical Andes (27–37°S). At low latitudes (north of 5°S), trans-Andean flows are predominant all year around, producing a complex rainfall regime over this region (north of Peru, Ecuador and Colombia). During the austral summer, when the mature phase of the South American Monsoon System (SAMS) occurs, the mountains of the south tropical Andes (8–27°S) act as a topographic barrier for the warm and moist flux from the Amazonian region. These flows are crucial for moisture advection to the tropical Andes; however, studies suggest that environmental change (e.g., land use change) in the south and southeastern Amazon basin has reduced its capacity to regulate low flows. Further observational and modeling analysis are necessary to improve our understanding of biosphere-atmosphere interactions involving Amazon rainforest and water cycle in the Andes.
Low-level jets (LLJs) are distinctly observed at both sides of the Andes and at different ranges of latitude, which are induced by mechanical blocking of impinging flow and/or diabatic heating in the mountain slopes. At the western side of the Andes, the Chilean and Peruvian LLJ blows equatorward along the subtropical Andes (27–37°S) over the dry Pacific coast of central-northern Chile and Peru, while a LLJ blows poleward along the extratropical Andes (south of 37°S) due to blocking effect of the barrier on low-level winds associated with frontal precipitation system. Some climatological studies (
- (ii)
The regular cycles of precipitation (diurnal and annual cycles)
The above-mentioned large-scale atmospheric mechanisms, the latitudinal migration of the ITCZ, the westerlies, the complex Andean orography, as well as local circulations and temperature gradients, are the main factors that explain regular cycles of precipitation over the Andes. The annual cycle of precipitation in the western and central Colombian Andes is mostly bimodal, exhibiting two wet (drier) seasons in March–April–May and September–October–November [December–January–February and June–July–August (JJA)]. On the other hand, the annual cycle of rainfall in the eastern and northern Colombian Andes, is mostly unimodal, and thus cannot be explained only by the ITCZ migration but also by the synoptic activity related to the easterly waves over the Atlantic Ocean. Over the equatorial Andes, a unimodal regime with a peak in the JJA period is associated with the intensification of the westward moisture transport from the equatorial Amazon and a forced orographic uplift. However, over the high altitudes, two wet periods are observed in February–April and in October–December, in relation to the latitudinal migration of the ITCZ. However, what determines that the bimodality of the annual cycle is limited to the Andean region of Colombia, Ecuador and northern Peru deserves clarifications in future studies (Ricaurte et al., 2019; Segura et al., 2019). Over the south tropical Andes (8–27°S), the rainy season extends from November to March, when the establishment of the Bolivian High brings easterly, moist-laden winds from the interior of the continent. Dry conditions are observed the rest of the year. Over the western side of the Andes, south of 25°S, most of the rainfall is produced by frontal systems crossing the continent. The meridional displacement of the upper-level jet stream does favor more precipitation during the austral winter (JJA) over the subtropical Andes (27–37°S) causing the wet season in central-southern Chile and central-western Argentina. By the contrary, the eastern slopes of the subtropical Andes receive most of the precipitation in the austral summer due to convective activity over western Argentina. This region is part of today’s active research (Seneviratne and Stephens, 2014), as several aspects of the multiscale nature of convection and its impact in the hydrology are not well understood (Varble et al., 2017). The better understanding of how convection initiates, the efficient generation of hail and its propagation, would help to improve forecasting in the Andean region. South of 40°S, the annual cycle is gradually reduced poleward and rather similar between the western and eastern slopes of the Andes, due to the nature of precipitation is not convective and midlatitude frontal precipitation within the westerly circulation and the storm tracks dominate there. Further work is also needed to evaluate how the annual cycle of precipitation (rainfall and snowfall) will change in a warmer climate at different latitudinal and altitudinal ranges of the Andes cordillera. If more model simulations are available, an assessment on the main changes on the annual cycle characteristics would give insights on the impact and tools to evaluate adaptation for sustainable development.
The very high spatial variability of the diurnal cycle of precipitation along the Andes is the result of the interplay among large-scale and local circulation patterns and the complex Andean orography. In particular, diurnal cycles associated to local circulation features in the tropical Andes have been poorly studied (e.g., diurnal thermally driven circulations related to the topography and propagation of off coast convective rainfall). One of the rainiest spots in the World (in Colombia) has been recently center of a field experiment performed to study diverse aspects of the Choco Jet and its effect in convection (Mejia and Poveda, 2005; Yepes et al., 2019). This unique observational data will help to characterize the variability of the diurnal cycle of precipitation and wind circulations in the mesoscale, and the dominant mechanisms of westerly propagation of convection offshore (Yepes et al., submitted). Furthermore, the diurnal cycle of local circulations over the eastern and western Andean slopes are especially interesting as they can be related to the strong precipitation spatial variability and gradients that occur in many Andean valleys, which usually are not identified by the meteorological networks and satellite data. This results in a poor estimation of the precipitation and large residuals (usually negatives) in water balances, even for big Andean basins (
Regarding the high relevance of meteorological data in regions of complex topography such as the Andes, recent progress in hydroclimate data in the Andes is reviewed in a specific study by Condom et al. (unpublished), submitted to this special issue (“Connecting Mountain Hydroclimate Through the American Cordilleras”).
Due to this strong interdependence, the Amazon-Andes connectivity (Figures 3, 4) represents a specific challenge for the scientific community, which is particularly important in a climate change context and amidst the intensification of seasonal extreme floods and droughts in Amazonia (
In Part II of this manuscript, which is also included in this special issue, we review the hydroclimate variability of the Andes at the sub-continental scale, including the effects of El Niño-Southern Oscillation.
Statements
Author contributions
All authors contributed to the conception, discussion, and refinement of this manuscript.
Funding
This review manuscript has been achieved as part of the ANDEX program (www.gewex.org/project/andex/), which is a prospective Regional Hydroclimate Project (RHP) of the GEWEX Hydroclimatology Panel (GHP). JE was supported by the French AMANECER-MOPGA project funded by ANR and IRD (ref. ANR-18-MPGA-0008). PA was supported by the Universidad de Antioquia through the Grant CODI PRG2017-16264. LS would like to acknowledge the financial support from Tri-agency Institutional Programs Secretariat of Canada through the Global Water Futures Program, Canada First Research Excellence Fund. MM was supported by the Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Argentina. MV was supported by FONDECYT 11151009 and FONCYT PICT2016-1666. Finally, this article has the support of UNESCO’s Intergovernmental Hydrological Programme through the Working Group Hydrogeomorphology of the Andes-Amazon Basin in which participate PA, JE, GP, and JM-C. The views presented in this paper are those of the authors and do not compromise the Working Group or UNESCO in any way.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
References
1
AdlerR. F.HuffmanG. J.BolvinD. T.CurtisS.NelkinE. J. (2000). Tropical rainfall distributions determined using TRMM combined with other satellite and rain gauge information.J. Appl. Meteorol.392007–2023. 10.1175/1520-0450(2001)040<2007:trddut>2.0.co;2
2
AideT. M.GrauH. R.GraesserJ.Andrade-NunezM. J.AraozE.BarrosA. P. (2019). Woody vegetation dynamics in the tropical and subtropical Andes from 2001 to 2014: satellite image interpretation and expert validation.Glob. Change Biol.52112–2126. 10.1111/gcb.14618
3
Alvarez-VillaO. D.VélezJ. I.PovedaG. (2011). Improved long-term mean annual rainfall fields for Colombia.Int. J. Climatol.312194–2212. 10.1002/joc.2232
4
AragãoL. E. O.AndersonL. O.FonsecaM. G.RosanT. M.VedovatoL. B.WagnerF. H. (2018). 21st Century drought-related fires counteract the decline of Amazon deforestation carbon emissions.Nat. Commun.9:536. 10.1038/s41467-017-02771-y
5
AriasP. A.MartínezJ. A.VieiraS. C. (2015). Moisture sources to the 2010-2012 anomalous wet season in northern South America.Clim. Dyn.452861–2884. 10.1007/s00382-015-2511-7
6
ArmijosE.CraveA.VauchelP.FraizyP.SantiniW.MoquetJ. S.et al (2013). Suspended sediment dynamics in the Amazon River of Peru.J. South Am. Earth Sci.4475–84. 10.1073/pnas.1907842116
7
Ayes-RiveraI.Armijos CardenasE.Espinoza-VillarR.EspinozaJ. C.Molina-CarpioJ.AyalaJ. M.et al (2019). Decline of fine suspended sediments in the madeira river basin (2003–2017).Water11:514. 10.3390/w11030514
8
BarichivichJ.GloorE.PeylinP.BrienenR. J. W.SchönegartnJ.EspinozanJ. C.et al (2018). Recent intensification of Amazon flooding extremes driven by strengthened Walker circulation.Sci. Adv.4:eaat8785. 10.1126/sciadv.aat8785
9
BarrosV.GonzalezM.LiebmannB.CamilloniI. (2000). Influence of the South Atlantic convergence zone and South Atlantic Sea surface temperature on interannual summer rainfall variability in Southeastern South America.Theor. Appl. Climatol.67123–133. 10.1007/s007040070002
10
BarrosV. R.DoyleM. E. (2018). Low-level circulation and precipitation simulated by CMIP5 GCMS over southeastern South America.Int. J. Climatol.385476–5490. 10.1002/joc.5740
11
BendixJ.LauerW. (1992). Die Niederschlagsjahreszeiten in Ecuador undihre klimadynamische Interpretation (Rainy Seasons in Ecuador and Their Climate-Dynamic Interpretation).Erdkunde2118–134.
12
BengtssonL.HodgesK. I.RoecknerE. (2006). Storm tracks and climate change.J. Clim.193518–3543. 10.1175/jcli3815.1
13
BerberyE. H.BarrosV. (2002). The hydrologic cycle of the La Plata basin in South America.J. Hydrometeorol.3630–645. 10.1175/1525-7541(2002)003<0630:thcotl>2.0.co;2
14
BerberyE. H.VeraC. (1996). Characteristics of the Southern Hemisphere Winter Storm Track with Filtered and Unfiltered Data.J. Atmos. Sci.53468–481. 10.1175/1520-0469(1996)053<0468:cotshw>2.0.co;2
15
BoisierJ. P.Alvarez-GarretonC.CorderoR. R.DamianA.GallardoL.GarreaudR. D.et al (2018). Anthropogenic drying in Central-Southern Chile evidenced by long term observations and climate model simulations.Elem. Sci. Anthropocene6:74. 10.1525/elementa.328
16
BouchezJ.MoquetJ. S.EspinozaJ. C.MartinezJ. M.GuyotJ. L.LaganeC.et al (2017). River mixing in the Amazon as a driver of concentration discharge relationships.Water Resour. Res.538660–8685. 10.1002/2017WR020591
17
Builes-JaramilloL. A.PovedaG. (2018). Conjoint analysis of surface and atmospheric water balances in the Andes-Amazon system.Water Resour. Res.543472–3489. 10.1029/2017WR021338
18
ByerleL. A.PeagleJ. (2002). Description of the seasonal cycle of low-level flows flanking the Andes and their interannual variability.Meteorologica2771–88.
19
CampetellaC. M.VeraC. (2002). The influence of the Andes mountains on the South American low-level flow.Geophys. Res. Lett.29:1826. 10.1029/2002GL015451
20
CampozanoL.CélleriR.TrachteK.BendixJ.SamaniegoE. (2016). Rainfall and cloud dynamics in the Andes: a Southern Ecuador case study.Adv. Meteorol.2016:3192765.
21
CampozanoL.TrachteK.CélleriR.SamaniegoE.BendixJ.AlbujaC.et al (2018). Climatology and teleconnections of mesoscale convective systems in an Andean basin in southern Ecuador: the case of the Paute basin.Adv. Meteorol.20181–13. 10.1155/2018/4259191
22
CarvalhoL. M.SilvaA. E.JonesC.LiebmannB.DiasP. L. S.RochaH. R. (2011). Moisture transport and intraseasonal variability in the South America monsoon system.Clim. Dyn.361865–1880. 10.1007/s00382-010-0806-2
23
ChangE. K. M.GuoY.XiaX. (2012). CMIP5 multimodel ensemble projection of storm track change under global warming.J. Geophys. Res.117:D23118. 10.1029/2012JD018578
24
ChavezS. P.TakahashiK. (2017). Orographic rainfall hotspots in the Andes-Amazon transition according to the TRMM precipitation radar and in situ data.J. Geophys. Res.1225870–5882. 10.1002/2016JD026282
25
DebortoliN. S.DubreuilV.FunatsuB.DelahayeF.Henke de OliveiraC.Rodrigues-FilhoS.et al (2015). Rainfall patterns in the Southern Amazon: a chronological perspective (1971– 2010).Clim. Change132251–264. 10.1007/s10584-015-1415-1
26
DíazA.AceitunoP. (2003). Atmospheric circulation anomalies during episodes of enhanced and reduced convective cloudiness over Uruguay.J. Clim.163171–3185. 10.1175/1520-0442(2003)016<3171:acadeo>2.0.co;2
27
Durán-QuesadaA. M.GimenoL.AmadorJ. A.NietoR. (2010). Moisture sources for Central America: Identification of moisture sources using a Lagrangian analysis technique.J. Geophys. Res.115:D05103. 10.1029/2009JD012455
28
EspinozaJ. C.ChavezS.RonchailJ.JunquasC.TakahashiK.LavadoW. (2015). Rainfall hotspots over the southern tropical Andes: spatial distribution, rainfall intensity and relations with largescale atmospheric circulation.Water Resour. Res.513459–3475. 10.1002/2014wr016273
29
EspinozaJ. C.MarengoJ. A.RonchailJ.MolinaJ.NoriegaL.GuyotJ. L. (2014). The extreme 2014 flood in south-western Amazon basin: the role of tropical-subtropical south Atlantic SST gradient.Environm. Res. Lett.9:124007. 10.1088/1748-9326/9/12/124007
30
EspinozaJ. C.GuyotJ. L.RonchailJ.CochonneauG.FilizolaN.FraizyP.et al (2009a). Contrasting regional discharge evolutions in the Amazon basin (1974-2004).J. Hydrol.375297–311. 10.1016/j.jhydrol.2009.03.004
31
EspinozaJ. C.RonchailJ.GuyotJ. L.CochonneauG.NazianoF.LavadoW.et al (2009b). Spatio-temporal rainfall variability in the Amazon basin countries (Brazil, Peru, Bolivia, Colombia, and Ecuador).Int. J. Climatol.291574–1594. 10.1002/joc.1791
32
EspinozaJ. C.RonchailJ.MarengoJ. A.SeguraH. (2018). Contrasting North–South changes in Amazon wet-day and dry-day frequency and related atmospheric features (1981–2017).Clim. Dyn.1161–18. 10.1007/s00382-018-4462-2
33
EspinozaJ. C.SörenssonA.RonchailJ.Molina-CarpioJ.SeguraH.Gutierrez-CoriO.et al (2019). Regional hydro-climatic changes in the Southern Amazon Basin (Upper Madeira Basin) during the 1982–2017 period.J. Hydrol. Reg. Stud.26:10063. 10.1016/j.ejrh.2019.100637
34
Espinoza-VillarR.MartinezJ. M.ArmijosE.EspinozaJ. C.FilizolaN.Dos SantosA.et al (2018). Spatio-temporal monitoring of suspendent sediment in Solimões River (2000–2014).C. R. Geosci.3504–12. 10.1016/j.crte.2017.05.001
35
FalveyM.GarreaudR. D. (2005). Moisture variability over the South American Altiplano during the South American low level jetexperiment (SALLJEX) observing season.J. Geophy. Res.110:D22105. 10.1029/2005JD006152
36
FalveyM.GarreaudR. (2007). Wintertime precipitation episodes in central Chile: associated meteorological conditions and orographic influences.J. Hydrometeorol.8171–193. 10.1175/JHM562.1
37
FigueroaS. N.NobreC. A. (1990). Precipitation distribution over central and western tropical South America.Climanalise636–40.
38
FigueroaS. N.SatyamurtyP.Da Silva DiasP. L. (1995). Simulations of the summer circulation over the South American region with an Eta coordinate model.J. Atmos. Sci.521573–1584. 10.1175/1520-0469(1995)052<1573:sotsco>2.0.co;2
39
GanM. A.KouskyV. E.RopelewskiC. F. (2004). The South America monsoon circulation and its relationship to rainfall over west-central Brazil.J. Clim.1747–66. 10.1175/1520-0442(2004)017<0047:tsamca>2.0.co;2
40
GarreaudR.MolinaA.FariasM. (2010). Andean uplift and Atacama Hyperaridity: a climate modeling perspective.Earth Planet. Sci. Lett.29239–50. 10.1016/j.epsl.2010.01.017
41
GarreaudR.MuñozR. (2005). The low-level jet off the subtropical west coast of South America: structure and variability.Mon. Weather Rev.1332246–2261. 10.1175/mwr2972.1
42
GarreaudR.VuilleM.ClementA. (2003). The climate of the Altiplano: observed current conditions and mechanisms of past changes.Palaeogeogr. Palaeoclimatol. Palaeoecol.1945–22. 10.1016/s0031-0182(03)00269-4
43
GarreaudR.WallaceJ. M. (1998). Summertime incursions of midlatitude air into subtropical and tropical South America.Mon. Weather Rev.1262713–2733. 10.1175/1520-0493(1998)126<2713:siomai>2.0.co;2
44
GarreaudR. D. (1999). Multiscale analysis of the summertime precipitation over the Central Andes.Mon. Weather Rev.127901–921. 10.1175/1520-0493(1999)127<0901:maotsp>2.0.co;2
45
GarreaudR. D. (2009). The Andes climate and weather.Adv. Geosci.223–11. 10.5194/adgeo-22-3-2009
46
GarreaudR. D. (2018). A plausible atmospheric trigger for the 2017 coastal El Niño.Int. J. Climatol.381296–1302.
47
GarreaudR. D.AceitunoP. (2007). “Atmospheric circulation over South America: mean features and variability,” in The Physical Geography of South America, edsVeblenT.YoungK.OrmeA. (Oxford: Oxford University Press), 45–66.
48
GarreaudR. D.VuilleM.CompagnucciR.MarengoJ. (2009). Present-day South American climate.Palaeogeogr. Palaeoclimatol. Palaeoecol.281180–195. 10.1016/j.palaeo.2007.10.032
49
GelaroR.McCartyW.SuárezM. J.TodlingR.MolodA.TakacsL. (2017). MERRA-2 overview: the Modern-Era retrospective analysis for research and applications, version 2 (MERRA-2).J. Clim.305419–5454. 10.1175/JCLI-D-16-0758.1
50
GiovannettoneJ. P.BarrosA. P. (2009). Probing regional orographic controls of precipitation and cloudiness in the central Andes using satellite data.J. Hydrometeorol.10167–182. 10.1175/2008jhm973.1
51
Giraldo-CárdenasS.AriasP. A.VieiraS. C. (2017). “The African Easterly Waves over Northern South America,” in Proceedings of the 2nd International Electronic Conference on Atmospheric Sciences,Vol. 1Basel, 165. 10.3390/ecas2017-04151
52
GloorM.BrienenR. J. W.GalbraithmD.FeldpauschmT. R.SchöngartmJ.GuyotmJ. L.et al (2013). Intensification of the Amazon hydrological cycle over the last two decades.Geophys. Res. Lett.401–5. 10.1002/grl.50377
53
GutmanG.SchwerdtfegerW. (1965). The role of latent and sensible heat for the development of a high pressure system over the subtropical Andes in the summer.Meteorol. Rund.1869–75.
54
GuyotJ.-L.BazanH.FraizyP.OrdonezJ. J.ArmijosE.LaraqueA. (2007). “Suspended sediment yields in the Amazon basin of Peru: a first estimation,” in Water Quality and Sediment Behaviour of the Future: Predictions for the 21st Century, edsWebbB. W.De BoerD. (Wallingford: AISH), 3–10.
55
HastenrathS. (2002). The Intertropical Convergence Zone of the eastern Pacific revisited.Int. J. Climatol.22347–356. 10.1002/joc.739
56
HoltonJ. (2002). An Introduction to Dynamic Meteorology.San Diego, CA: Academic Press.
57
HoornC.WesselingP.ter SteegeH.BermudezM. A.MoraA.SevinkJ.et al (2010). Amazonia through time: andean uplift, climate change, landscape evolution, and biodiversity.Science330927–931. 10.1126/science.1194585
58
HoskinsB. J.HodgesK. I. (2005). A new perspective on Southern Hemisphere storm tracks.J. Clim.184108–4129. 10.1175/jcli3570.1
59
HoyosF.IDominguezJ.Cañón-BarrigaJ. A.MartínezR.NietoL.Gimenoet al (2017). Moisture origin and transport processes in Colombia, northern South America.Clim. Dyn.50971–990. 10.1007/s00382-017-3653-6
60
InatsuM.HoskinsB. J. (2004). The zonal asymmetry of the Southern Hemisphere winter storm track.J. Clim.174882–4891.
61
InselN.PoulsenC. J.EhlersT. A. (2010). Influence of the Andes mountains on South American moisture transport, convection, and precipitation.Clim. Dyn.351477–1492. 10.1007/s00382-009-0637-1
62
JaramilloL.PovedaG.MejíaJ. F. (2017). Mesoscale convective systems and other precipitation features over the tropical Americas and surrounding seas as seen by TRMM.Intern. J. Climatol37380–397. 10.1002/joc.5009
63
JiangQ.DoyleJ. D.ReineckeA.SmithR. B.EckermannS. D. (2013). A modeling study of stratospheric waves over the Southern Andes and Drake Passage.J. Atmos. Sci.701668–1689. 10.1175/JAS-D-12-0180.1
64
Jiménez-SánchezG.MarkowskiP. M.JewtoukoffV.YoungG. S.StensrudD. J. (2019). The Orinoco low-level jet: an investigation of its characteristics and evolution using the WRF model.J. Geophys. Res. Atmos.12410696–10711. 10.1029/2019JD030934
65
JohnsonA. M. (1976). “The climate of Peru, Bolivia and Ecuador,” in Climates of Central and South America, World Survey of Climatology, Vol. 12ed.SchwerdtfegerW. (Amsterdam: Elsevier), 147–218.
66
JonesC. (2019). Recent changes in the South America low-level jet.npj Clim. Atmos. Sci.21–8. 10.1038/s41612-019-0077-5
67
JunquasC.TakahashiK.CondomT.EspinozaJ. C.ChavezS.SicartJ. E.et al (2018). Understanding the influence of orography over the precipitation diurnal cycle and the associated atmospheric processes in the central Andes.Clim. Dyn.503995–4017. 10.1007/s00382-017-3858-8
68
KilleenT. J.DouglasM.ConsiglioT.JorgensenP. M.MejíaJ. (2007). Dry spots and wet spots in the Andean hotspot.J. Biogeogr.341357–1373. 10.1111/j.1365-2699.2006.01682.x
69
KingM. J.WheelerM. C.LaneT. P. (2017). Mechanisms linking global 5-day waves to tropical convection.J. Atmos. Sci.74:36793702. 10.1175/JASD-17-0101.1
70
KumarS.VidalY.-S.Moya-ÁlvarezA. S.Martínez-CastroD. (2019). Effect of the surface wind flow and topography on precipitating cloud systems over the Andes and associated Amazon basin: GPM observations.Atmos. Res.225193–208. 10.1016/j.atmosres.2019.03.027
71
LaraqueA.RonchailJ.CochonneauG.PombosaR.GuyotJ. L. (2007). Heterogeneous distribution of rainfall and discharge regimes in the Ecuadorian Amazon basin.J. Hydrometeorol.81364–1381. 10.1175/2007jhm784.1
72
Lavado-CasimiroW.LabatD.RonchailJ.EspinozaJ. C.GuyotJ. L. (2013). Trends in rainfall and temperature in the Peruvian Amazon-Andes basin over the last 40 years (1965-2007).Hydrol. Processes412944–2957. 10.1002/hyp.9418
73
Leite-FilhoA. T.de Sousa PontesV. Y.CostaM. H. (2019). Effects of deforestation on the onset of the rainy season and the duration of dry spells in southern Amazonia.J. Geophys. Res. Atmos.1245268–5281. 10.1029/2018jd029537
74
LentersJ.-D.CookK.-H. (1997). On the origin of the Bolivian high and related circulation features of the South American climate.J. Atmos. Sci.54656–677.
75
LiuC.ZipserE. J. (2015). The global distribution of largest, deepest, and most intense precipitation systems.Geophys. Res. Lett.423591–3595. 10.1002/2015gl063776
76
LópezM. E.HowellW. E. (1967). Katabatic winds in the Equatorial Andes.J. Atmos. Sci.2429–35. 10.1175/1520-0469(1967)024<0029:kwitea>2.0.co;2
77
LowmanE. L.BarrosA. P. (2014). Investigating links between climate and orography in the central Andes: coupling erosion and precipitation using a physical-statistical model.JGR Earth Surf.1191322–1353. 10.1002/2013JF002940
78
MagrínG. O.MarengoJ. A.BoulangerJ.-P.BuckeridgeM. S.CastellanosE.PovedaG.et al (2014). “Central and South America,” in Climate Change 2014: Impacts, Adaptation, and Vulnerability. Part B: Regional Aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, edsBarrosV. R.FieldC. B.DokkenD. J.MastrandreaM. D.MachK. J.BilirT. E.et al (Cambridge: Cambridge University Press), 1499–1566.
79
MapesB. E.WarnerT. T.XuM.NegriA. J. (2003). Diurnal patterns of rainfall in northwestern South America. Part I: Observations and context.Mon. Weather Rev.131799–812. 10.1175/1520-0493(2003)131<0799:dporin>2.0.co;2
80
MarengoJ. A.EspinozaJ. C. (2016). Extreme seasonal droughts and floods in Amazonia: causes, trends and impacts.Int. J. Climatol.361033–1050. 10.1002/joc.4420
81
MarengoJ. A.LiebmannB.GrimmA. M.MisraV.Silva DiasP. L. D.CavalcantiI. F. A.et al (2012). Recent developments on the South American monsoon system.Int. J. Climatol.321–21.
82
MarengoJ. A.SoaresW. R.SauloC.NicoliniM. (2004). Climatology of the low-level jet east of the Andes as derived from NCEP-NCAR reanalyses: characteristics and temporal variability.J. Clim.172261–2280. 10.1175/1520-0442(2004)017<2261:cotlje>2.0.co;2
83
MartinezJ. A.DominguezF. (2014). Sources of Atmospheric Moisture for the La Plata River Basin.J. Clim.276737–6753. 10.1175/JCLI-D-14-00022.1
84
McClainM. E.NaimanR. J. (2008). Andean influences on the biogeochemistry and ecology of the Amazon river.Bioscience58325–338. 10.1641/b580408
85
MeisnerB. N.ArkinP. A. (1987). Spatial and annual variations in the diurnal cycle of large scale tropical convective cloudiness and precipitation.Mon. Weather Rev.1152009–2030.
86
MejiaJ. F.MesaO.PovedaG.VelezJ. I. (1999). Distribución espacial y ciclos anual y semianual de la precipitación en Colombia.Dyna1277–14.
87
MejiaJ. F.PovedaG. (2005). Atmospheric environments of mesoscale convective systems over Colombia during 1999 using TRMM radar and microwave products and NCEP/NCAR reanalysis [in Spanish].Rev. Acad. Colomb. Cienc.29:495514.
88
MolinaR.SalazarJ. F.MartínezJ. A.VillegasJ. C.AriasP. A. (2019). Exponential growth of precipitation along a “forest-fed moisture conveyor belt” above the Amazon.J. Geophys. Res. Atmos.1242589–2599. 10.1029/2018jd029534
89
Molina-CarpioJ.EspinozaJ. C.CoritzaE.SalcedoF.FarfánC.MamaniL.et al (2019). Climate and spatial variability of the humid upper Andes.Ecol. Boliv.5440–56.
90
Molina-CarpioJ.EspinozaJ. C.VauchelP.RonchailJ.GutierrezB.GuyotJ. L.et al (2017). The hydroclimatology of the upper Madeira River basin: spatio-temporal variability and trends (1967-2013).Hydrol. Sci. J.62911–927. 10.1080/02626667.2016.1267861
91
MontiniT. L.JonesC.CarvalhoL. M. V. (2019). The South American Low-Level Jet: a new climatology, variability, and changes.J. Geophys. Res. Atmos.1241200–1218. 10.1029/2018jd029634
92
MontoyaG.PelkowskiJ.EslavaJ. A. (2001). On the northeasterlies trade winds and the existence of a low-level jet along the eastern Andes piedemont [In Spanish].Rev. Acad. Colomb. Cienc.96363–370.
93
MoquetJ.-S.CraveA.ViersJ.SelyerP.ArmijosJ.BourrelL. (2011). Chemical weathering and atmospheric/soil CO2 uptake in the Andean and Foreland Amazon basins.Chem. Geol.2871–26. 10.1016/j.chemgeo.2011.01.005
94
Moraes-ArrautJ.NobreC. A.BarbosaH. M.ObregonG.MarengoJ. A. (2012). Aerial rivers and lakes: looking at large-scale moisture transport and its relation to Amazonia and to subtropical rainfall in South America.J. Clim25543–556. 10.1175/2011JCLI4189.1
95
MuñozR.GarreaudR. (2005). Dynamics of the low-level jet off the subtropical west coast of South America.Mon. Weather Rev.1333661–3677. 10.1175/mwr3074.1
96
MyersN.MittermeierR. A.MittermeierC. G.da FonsecaC. A. B.KentJ. (2000). Biodiversity hotspots for conservation priorities.Nature403853–858. 10.1038/35002501
97
NobreC. A.SampaioG.BormaL. S.Castilla-rubioJ. C.SilvaJ. S.CardosoM. (2016). Land-use and climate change risks in the Amazon and the need of a novel sustainable development Paradigm.Proc. Natl. Acad. Sci. U.S.A.11310759–10768. 10.1073/pnas.1605516113
98
Nogués-PaegleJ.MoK. (1997). Alternating Wet and Dry Conditions over South America during Summer.Mon. Weather Rev.125279–291. 10.1175/1520-0493(1997)125<0279:awadco>2.0.co;2
99
OvandoA.TomasellaJ.RodriguezD. A.MartinezJ. M.Siqueira-JuniorJ. L.PintoG. L. N.et al (2016). Extreme flood events in the Bolivian Amazon wetlands.J. Hydrol. Region. Stud.5293–308. 10.1016/j.ejrh.2015.11.004
100
PepinE.GuyotJ.-L.ArmijosE.BazanH.FraisyP.MoquetJ. S.et al (2013). Climatic control on eastern Andean denudation rates (Central cordillera from Ecuador to Bolivia).J. South Am. Earth Sci.4485–93. 10.1016/j.jsames.2012.12.010
101
PovedaG.JaramilloL.VallejoL. F. (2014). Seasonal precipitation patterns along pathways of South American low-level jets and aerial rivers.Water Resour. Res.5098–118. 10.1002/2013WR014087
102
PovedaG.MesaO. J. (1999). The CHOCO low-level jet and two others jets over Colombia: climatology and variability during ENSO [in Spanish].Rev. Acad. Colomb. Cienc.23517–528.
103
PovedaG.MesaO. J. (2000). On the existence of Lloró (the rainiest locality on Earth): enhanced ocean-atmosphere-land interaction by a low-level jet.Geophys. Res. Lett.271675–1678. 10.1029/1999gl006091
104
PovedaG.MesaO. J.AgudeloP. A.ÁlvarezJ. F.AriasP. A.MorenoH. A.et al (2002a). “Diagnóstico del ciclo diurno de precipitación en los Andes tropicales de Colombia,” in Proceedings of the Memorias XX Congreso Latinoamericano de Hidráulica, ISBN 959-7160-17-X, Ciudad de La Habana.
105
PovedaG.MesaO. J.AgudeloP. A.ÁlvarezJ. F.AriasP. A.MorenoH. A.et al (2002b). “Influencia del ENSO, oscilación Madden-Julian, ondas del este, huracanes y fases de la luna en el ciclo diurno de la precipitación en los Andes tropicales de Colombia,” in Proceedings of the Memorias XX Congreso Latinoamericano de Hidráulica, ISBN 959-7160-17-X, Ciudad de La Habana.
106
PovedaG.MesaO. J.SalazarL. F.AriasP. A.MorenoH. A.VieiraS. C.et al (2005). Diurnal cycle of precipitation in the tropical Andes of Colombia.Mon. Weather Rev.133228–240. 10.1175/mwr-2853.1
107
PovedaG.MesaO. J.ToroV. G.AgudeloP. A.ÁlvarezJ. F.AriasP. A.et al (2002c). “Diagnóstico del ciclo anual y efectos del ENSO sobre la intensidad máxima de lluvias de duración entre 1 y 24 horas en los Andes de Colombia,” in Proceedings of the Memorias XX Congreso Latinoamericano de Hidráulica, ISBN 959-7160-17-X, Ciudad de La Habana.
108
PovedaG.MorenoH. A.VieiraS. C.AgudeloP.AriasP. A.SalazarL. F.et al (2001). “Caracterización del ciclo diurno de la precipitación en los Andes tropicales de Colombia,” in Proceedings of the Memorias IX Congreso Latinoamericano e Ibérico de Meteorología, Buenos Aires, 7–11.
109
PovedaG.WaylenP. R.PulwartyR. (2006). Modern climate variability in northern South America and southern Mesoamerica.Palaeogeogr. Palaeoclimatol. Palaeoecol.2343–27. 10.1016/j.palaeo.2005.10.031
110
RabatelA.FrancouB.SorucoA.GomezJ.CáceresB.CeballosJ. L.et al (2013). Current state of glaciers in the tropical Andes: a multi-century perspective on glacier evolution and climate change.Cryosphere781–102. 10.5194/tc-7-81-2013
111
RangelT. F.EdwardsN. R.HoldenP. B.Diniz-FilhoJ. A. F.GoslingW. D.CoelhoM. T. P. (2018). Modeling the ecology and evolution of biodiversity: Biogeographical cradles, museums, and graves.Science361:eaar5452. 10.1126/science.aar5452
112
RasmussenK. L.ChaplinM. M.ZuluagaM. D.HouzeR. A. (2016). Contribution of extreme convective storms to rainfall in South America.J. Hydrometeorol.17353–367. 10.1175/jhm-d-15-0067.1
113
RasmussenK. L.ZuluagaM. D.HouzeR. A. (2014). Severe convection and lightning in subtropical South America.Geophys. Res. Lett.417359–7366. 10.1002/2014gl061767
114
RicaurteL. F.PatiñoJ. E.JunkW. J. (2019). A classification system for Colombian wetlands: an essential step forward in open environmental policy-making.Wetlands39971–990. 10.1007/s13157-019-01149-8
115
RocheM. A.Fernandez JáureguiC. (1988). Water resources, salinity and salt yields of the rivers of the Bolivian Amazon.J. Hydrol.101305–331. 10.1016/0022-1694(88)90042-x
116
RodriguezD. A.TomasellaJ.LinharesC. (2018). Is the forest conversion to pasture affecting the hydrological response of Amazonian catchments? Signals in the Ji-Paraná Basin.Hydrol. Processes241254–1269. 10.1002/hyp.7586
117
RodwellM. J.HoskinsB. J. (2001). Subtropical anticyclones and summer monsoons.J. Clim.143192–3211. 10.1038/srep21346
118
RollenbeckR.BendixJ. (2011). Rainfall distribution in the Andes of southern Ecuador derived from blending weather radar data and meteorological field observations.Atmos. Res.99277–289. 10.1016/j.atmosres.2010.10.018
119
RomatschkeU.HouzeR. A. (2013). Characteristics of precipitating convective systems accounting for the summer rainfall of tropical and subtropical South America.J. Hydrometeorol.1425–46. 10.1175/jhm-d-12-060.1
120
RonchailJ.GallaireR. (2006). ENSO and rainfall along the Zongo Valley (Bolivia) from the Altiplano to the Amazon Basin.Int. J. Climatol.261223–1236. 10.1002/joc.1296
121
RuedaD. C. (2014). Caracterización de la corriente en chorro de bajo nivel de los llanos orientales colombianos. Master’s thesis, Universidad Nacional de Colombia, Bogotá.
122
RuedaO. A.PovedaG. (2006). Variabilidad espacial y temporal del Chorro del Chocó y su efecto en la hidroclimatología del Pacífico Colombiano.Meteorol. Colomb.10132–145.
123
RutllantJ.FuenzalidaH. (1991). Synoptic aspects of the central Chile rainfall variability associated with the Southern Oscillation.Int. J. Climatol1163–76. 10.1002/joc.3370110105
124
RutllantJ. A.GarreaudR. D. (2004). Episodes of strong flow down the western slope of the subtropical Andes.Mon. Weather Rev.132611. 10.1175/1520-0493(2004)132<0611:eosfdt>2.0.co;2
125
SaavedraM.JunquasC.EspinozaJ. C.SilvaY. (2020). Impacts of topography and land use change on the air surface temperature and precipitation over the central Peruvian Andes.Atmos. Res.234:104711.
126
SaavedraN.FoppianoA. J. (1992). Monthly mean pressure model for Chile.Int. J. Climatol.12469–480. 10.2196/10226
127
SagredoE.LowellT. (2012). Climatology of Andean glaciers: a framework to understand glacier response to climate change.Glob. Planet. Chang.86–87101–109. 10.1016/j.gloplacha.2012.02.010
128
SakamotoM.AmbrizziT.PovedaG. (2011). Moisture sources and life cycle of convective systems over western Colombia.Adv. Meteorol.2011:890759. 10.1155/2011/890759
129
SalioP.NicoliniM.ZipserE. J. (2007). Mesoscale convective systems over southeastern South America and their relationship with the South American low-level jet.Mon. Weather Rev.1351290–1309. 10.1175/mwr3305.1
130
SantiniW.MartinezJ. M.Espinoza VillarR.CochonneauG.VauchelP.MoquetJ. S.et al (2014). “Sediment budget in the Ucayali River basin, an Andean tributary of the Amazon River,” in Sediment Dynamics from the Summit to the Sea, ed.XuY. J. (Wallingford: AISH), 320–325. 10.5194/piahs-367-320-2015
131
SchwerdtfegerW. C. (1961). Stromings und Temperatufeld der freien Atmosphare uber den Andes.Meteorol. Rund.141–6.
132
SeguraH.EspinozaJ. C.JunquasC.LebelT.VuilleM.GarreaudR. (2020). Recent changes in the precipitation-driving processes over the southern tropical Andes/western Amazon.Clim. Dyn.10.1007/s00382-020-05132-6
133
SeguraH.EspinozaJ. C.JunquasC.TakahashiK. (2016). Evidencing Decadal and Interdecadal Hydroclimatic Variability over the Central Andes.Environ. Res. Lett.11:094016. 10.1088/1748-9326/11/9/094016
134
SeguraH.JunquasC.EspinozaJ. C.VuilleM.JaureguiY. R.RabatelA.et al (2019). New insights into the rainfall variability in the tropical Andes on seasonal and interannual time scales.Clim. Dyn.53405–426. 10.1007/s00382-018-4590-8
135
SeluchiM. E.SauloA. C.NicoLiniM.SatyamurthyP. (2003). The northwestern Argentinean low: A study of two typical events.Mon. Weather Rev.1312361–2378. 10.1175/1520-0493(2003)131<2361:tnalas>2.0.co;2
136
SeneviratneS. I.StephensG. (2014). “7th International Scientific Conference on the Global Water and Energy Cycle,” in Proceedings of the Highlights of the 7th International GEWEX Conference and Pan-GEWEX Meeting 3.
137
SierraJ. P.AriasP. A.VieiraS. C. (2015). Precipitation over Northern South America and Its Seasonal Variability as Simulated by the CMIP5 Models.Adv. Meteorol.2015:634720.
138
SierraJ. P.AriasP. A.VieiraS. C.AgudeloJ. (2018). How well do CMIP5 models simulate the low-level jet in western Colombia?Clim. Dyn.512247–2265. 10.1007/s00382-017-4010-5
139
SnowJ. W. (1976). “The climate of northern South America,” in Climates of Central and South America, ed.SchwerdtfegerW. (Amsterdam: Elsevier), 295–403.
140
SoríR.MarengoJ.NietoR.DrumondA.GimenoL. (2017). “Drought and wet episodes in Amazonia: the role of atmospheric moisture transport,” in Proceedings of the 1st International Electronic Conference on Hydrological Cycle (CHyCle-2017), Basel.
141
StaalA.TuinenburgO.BosmansJ.DekkerS. C. (2018). Forest-rainfall cascades buffer against drought across the Amazon.Nat. Clim. Chang.8539–543. 10.1038/s41558-018-0177-y
142
TakahashiK. (2012). Thermotidal and land-heating forcing of the diurnal cycle of oceanic surface winds in the eastern tropical Pacific.Geophys. Res. Lett.39:L15809. 10.1029/2011GL050692
143
TakahashiK.BattistiD. (2007). Processes controlling the mean Tropical Pacific precipitation pattern. Part II: the SPCZ and the Southeast Pacific Dry Zone.J. Clim.205696–5706. 10.1175/2007jcli1656.1
144
TorrealbaE. R.AmadorJ. A. (2010). La corriente en chorro de bajo nivel sobre los Llanos Venezolanos de Sur America.Rev. Climatol.101–20.
145
VarbleA.SteveN.PaolaS.EdwardZ.SusanV. D. H.GregM. (2017). Cloud, Aerosol and Complex Terrain Interactions (CACTI) Preliminary Science Plan.Washington, DC: United States Department of Energy.
146
VauchelP.SantiniW.GuyotJ. L.MoquetJ. S.MartinezJ. M.EspinozaJ. C. (2017). A reassessment of the suspended sediment load in the Madeira River Basin from the Andes of Peru and Bolivia to the Amazon River in Brazil, based on 10 years of data from the HYBAM monitoring programme.J. Hydrol.55335–48. 10.1016/j.jhydrol.2017.07.018
147
VelascoI.FritschJ. M. (1987). Mesoscale convective complexes in the Americas.J. Geophys. Res.929591–9613. 10.1002/9781118782071.ch7
148
VeraC.HigginsW.AmadorJ.AmbrizziT.GarreaudR.GochisD. (2006). Toward a unified view of the American monsoon systems.J. Clim.194977–5000. 10.1175/jcli3896.1
149
VeraC. S.VigliaroloP. K. (2000). A diagnostic study of cold-air outbreaks over South America.Mon. Weather Rev.1283–24. 10.1175/1520-0493(2000)128<0003:ADSOCA>2.0.CO;2
150
VialeM.BianchiE.CaraL.RuizL. E.VillalbaR.PitteP. (2019). Contrasting Climates at Both Sides of the Andes in Argentina and Chile.Front. Environ. Sci.7:69. 10.3389/fenvs.2019.00069
151
VialeM.GarreaudR. (2015). Orographic effects of the subtropical and extratropical Andes on upwind precipitating clouds.J. Geophys. Res. Atmos.1204962–4974. 10.1002/2014jd023014
152
VialeM.GarreaudR. D. (2014). Summer precipitation events over the western slopes of the subtropical Andes.Mon. Weather Rev.1421074–1092. 10.1175/mwr-d-13-00259.1
153
VialeM.ValenzuelaR.GarreaudR.RalphF. M. (2018). Impacts of Atmospheric Rivers on Precipitation in Southern South America.J. Hydrometeorol.191671–1687. 10.1111/gcb.14128
154
VirjiH. (1981). A preliminary study of summertime tropospheric circulation patterns over South America estimated from cloud winds.Mon. Weather Rev.109599–610. 10.1175/1520-0493(1981)109<0599:apsost>2.0.co;2
155
VuilleM.BurnsS. J.TaylorB. L.CruzF. W.BirdB. W.AbbottM. B.et al (2012). A review of the South American monsoon history as recorded in stable isotopic proxies over the past two millennia.Clim. Past81309–1321. 10.5194/cp-8-1309-2012
156
VuilleM.CareyM.HuggelC.BuytaertW.RabatelA.JacobsenD.et al (2018). Rapid decline of snow and ice in the tropical Andes – impacts, uncertainties and challenges ahead.Earth Rev.176195–213. 10.1016/j.earscirev.2017.09.019
157
WangH.FuR. (2002). Cross-equatorial flow and seasonal cycle of precipitation over South America.J. Clim.151591–1608. 10.1175/1520-0442(2002)015<1591:cefasc>2.0.co;2
158
WangX.-Y.LiX.ZhuJ.TanajuraC. (2018). The strengthening of Amazonian precipitation during the wet season driven by tropical sea surface temperature forcing.Environ. Res. Lett.13:094015. 10.1088/1748-9326/aadbb9
159
WarnerT. T.MapesB. E.XuM. (2003). Diurnal patterns of rainfall in northwestern South America. Part II: Model simulations.Mon. Weather Rev.131813–829. 10.1175/1520-0493(2003)131<0813:dporin>2.0.co;2
160
Wongchuig-CorreaS.de PaivaR. C. D.EspinozaJ. C.CollischonnW. (2017). Multi-decadal hydrological retrospective: case study of Amazon floods and droughts.J. Hydrol.549667–684. 10.1016/j.jhydrol.2017.04.019
161
YepesJ.PovedaG.MejíaJ. F.MorenoL.RuedaC. (2019). CHOCO-JEX. A Research Experiment Focused on the Chocó Low-Level Jet over the Far Eastern Pacific and Western Colombia.Bull. Am. Meteorol. Soc.100779–796. 10.1175/bams-d-18-0045.1
162
ZempD. C.SchleussnerC. F.BarbosaH. M.HirotaM.MontadeV.SampaioG.et al (2017). Self-amplified Amazon forest loss due to vegetation-atmosphere feedbacks.Nat. Commun.8:14681. 10.1038/ncomms14681
163
ZempD. C.SchleussnerC. F.BarbosaH. M. J.van der EntR. J.DongesJ. F.HeinkJ.et al (2014). On the importance of cascading moisture recycling in South America.Atmos. Chem. Phys.1413337–13359. 10.5194/acp-14-13337-2014
164
ZhouJ.LauK. M. (1998). Does a monsoon climate exist over South America?J. Climate111020–1040. 10.1371/journal.pone.0199457
165
ZimmerA.MenesesR. I.RabatelA.SorucoA.DanglesO.AnthelmeF. (2018). Time lag between glacial retreat and upward migration alters tropical alpine communities.Perspect. Plant Ecol. Evol. Syst.3089–102. 10.1016/j.ppees.2017.05.003
166
ZipserE. J.CecilD. J.LiuC.NesbittS. W.YortyD. P. (2006). Where are the most intense thunderstorms on Earth?Bull. Am. Meteorol. Soc.871057–1071. 10.1038/ncomms12786
167
ZuluagaM. D.HouzeR. A. (2015). Extreme Convection of the Near-Equatorial Americas, Africa, and Adjoining Oceans as seen by TRMM.Mon. Weather Rev.143298–316. 10.1175/mwr-d-14-00109.1
168
ZuluagaM. D.PovedaG. (2004). Diagnostics of mesoscale convective systems over Colombia and the eastern tropical Pacific during 1998-2002 [in Spanish].Av. Recur. Hidráulicos11145–160.
Summary
Keywords
Sou nailing, Andes (South America), atmospheric circulation, rainfall variability, hydrological cycle
Citation
Espinoza JC, Garreaud R, Poveda G, Arias PA, Molina-Carpio J, Masiokas M, Viale M and Scaff L (2020) Hydroclimate of the Andes Part I: Main Climatic Features. Front. Earth Sci. 8:64. doi: 10.3389/feart.2020.00064
Received
16 October 2019
Accepted
20 February 2020
Published
20 March 2020
Volume
8 - 2020
Edited by
Wouter Buytaert, Imperial College London, United Kingdom
Reviewed by
Patricio Javier Crespo, Universidad de Cuenca, Ecuador; Valentijn Pauwels, Monash University, Australia
Updates

Check for updates
Copyright
© 2020 Espinoza, Garreaud, Poveda, Arias, Molina-Carpio, Masiokas, Viale and Scaff.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Jhan Carlo Espinoza, jhan-carlo.espinoza@ird.fr
This article was submitted to Hydrosphere, a section of the journal Frontiers in Earth Science
Disclaimer
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.