Minimal size of a barchan dune

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2009-Goudie-Varieties of barchan form in the Namib Desert and on Mars

2009-Goudie-Varieties of barchan form in the Namib Desert and on Mars

Varieties of barchan form in the Namib Desert and on MarsMary C.Bourke a,b,*,Andrew S.Goudie caPlanetary Science Institute,1700E Ft Lowell,#106,Tucson,AZ 85719,USAbSchool of Geography and the Environment,University of Oxford,South Parks Road,Oxford OX13QY,United Kingdom cSt.Cross College,University of Oxford,Oxford OX13LZ,United Kingdoma r t i c l e i n f o Article history:Received 14October 2008Revised 22May 2009Accepted 26May 2009Keywords:Barchan Dune Namib Mars DesertRemote sensinga b s t r a c tBarchan dunes occur in many parts of the Namib Desert of southern Africa and on Mars.Examination of remotely sensed images has shown that there are a variety of morphological ing the Long and Sharp (Long,J.T.,Sharp,R.P.,1964.Barchan-dune movement in Imperial Valley,CA.Geological Society of America Bulletin 75,149–156)system,barchans are classified into classic symmetrical barchans,which can be slim,normal,pudgy or fat.These basic dune planforms vary in size up to megabarchans.Dune coalescence dynamics lead to evolution into transverse dune ridges as well as linear ridges.The lat-ter evolve from barchans in three ways:barchan asymmetry,collision of barchan and dome convoys ejected from destabilised barchans and downwind from nebkha fields.A review of modelling studies combined with ground data suggest that the variety of barchan forms reflect an adjustment to the wind and sediment regime.Although further work is required,we suggest that this approach may be useful for determining wind and sediment regimes on planetary surfaces.Many of the dune types in Namibia are also present on Mars suggesting that it is a suitable analogue location for further studies into the controls on dune form.Ó2009Elsevier B.V.All rights reserved.1.IntroductionBarchans are individual mobile dunes of crescentic shape,the two horns of which face in the direction of dune movement.Sand avalanching takes place on their lee sides.They are generally regarded as occurring in areas of limited sand supply,on planar surfaces,with a low precipitation (usually less than 100mm per annum),sparse vegetation cover,and where winds are narrowly bimodal in direction.Barchans occur in regions where the direc-tional index is normally around 0.7–0.9(unidirectional sand trans-porting regimes have a value of 1.0,whereas regimes where winds come equally from all directions have a value of 0.0).At a global scale barchan dunes are quantitatively of limited significance –less than 1%of all dune sand on Earth is contained within them (Wilson,1973).On Mars,transverse dunes,including barchans,are the most common dune form (Breed et al.,1979).On Earth barchans are variable in size,ranging in height from a few metres to over 50m.They have generated a very substantial literature over the years (see for example,Beadnell,1910;Bagnold,1941)and recently have been the subject of renewed attention by modellers (e.g.,Kroy et al.,2005;Schwaemmle and Herrmann,2005)and those seeking analogues for Martian dunes (e.g.,Parteli et al.,2005;Parteli et al.,2007).Much work has been done onestablishing relationships between barchan morphometric charac-teristics (e.g.,height,width,length)and relating these to rates of movement.In general,however,very little work has been done on the mor-phological variety of barchans,though Long and Sharp (1964)on the basis of the ratio between length of the windward slope and horn to horn width (a /c )divided them into Fat (P 1),Pudgy (0.75),Normal (0.5)and Slim (0.25)(Fig.1).Howard et al.(1978)argued that bar-chan shape is a function of such factors as grain size,wind flow veloc-ity,sand saturation and wind variability.They also suggested that smaller grain size or higher wind speed both produce a steeper and blunter stoss-side and that low saturation of the inter-dune sandflow produces open crescent-moon shaped dunes.Mckenna Neuman et al.(2000)remarked that dunes in areas characterised by coarse sediment (higher effective wind threshold)and/or low speeds would tend to have lower,longer profiles compared with those in areas with fine sediment and/or strong winds.In some barchans dune crests and slip-face brink-lines may be separate,while in others they may be coincident (Hesp and Hastings,1998).Hastenrath (1967)suggested that the windward profile is very nearly a straight line for tall dunes,but becomes increasingly con-vexly curved for smaller ones,a finding confirmed by Schwaemmle and Herrmann (2005).Equally,Herrmann (2002),Herrmann et al.(2005)and Sauermann et al.(2000)found that not only does the relative position of the slip face within the whole dune vary with dune size,but also that the ratio of horn length to total length increases with the height.Shape is,therefore,not necessarily scale1875-9637/$-see front matter Ó2009Elsevier B.V.All rights reserved.doi:10.1016/j.aeolia.2009.05.002*Corresponding author.Tel.:+15205473955;fax:+15207953697.E-mail addresses:mbourke@ (M.C.Bourke),andrew.goudie@ (A.S.Goudie).Aeolian Research 1(2009)45–54Contents lists available at ScienceDirectAeolian Researchjournal homepage:www.else v i e r.c o m /l o ca t e /a e o l iainvariant,though Andreotti et al.(2002)report cases where barch-ans of the same height in the same dune field show both separation and coincidence of the brink and the crest.Due to the absence of a meteorological network,aeolian land-forms are increasingly used to infer past and present environmen-tal conditions on planetary surfaces.Similar to Earth,there is a potential to infer local sediment and wind regimes from variables such as dune shape,curvature spacing and asymmetry (e.g.,Bour-ke,accepted ).A first step towards a better understanding of the link between environmental factors and barchan dune shape is to document the wide variety of barchan form that exists.The pur-pose of this paper is to use freely available remote sensing images from Google Earth and the various Mars’missions (i.e.,Mars GlobalSurveyor and Mars Odyssey and Mars Reconnaissance Orbiter)to describe and classify the variety of barchan forms that occur in the Namib Desert within Namibia and on Mars.While we note that much work remains to be done in relating dune form to formative wind and sediment regimes,we use available ground data and model results to suggest reasons for the observed variety.2.Regional settings 2.1.The NamibThe Namib Desert extends for some 2000km along the Atlantic coast of southern Africa from the Olifants River in SouthAfricaFig.1.Schematic figure of idealised barchan shape according to Long and Sharp (1964).Figure shows different aspect ratios of two initial barchan forms (top panel).On Mars,there are examples of dunes that are slimmer and fatter than those on Earth.We have therefore extend the scheme beyond that indicated by Long and Sharp (1964)to:Slim:0.125–0.375;Normal:0.376–0.625;Pudgy:0.626–0.875and Fat:0.876–1+.46M.C.Bourke,A.S.Goudie /Aeolian Research 1(2009)45–54(latitude32°S)to the Carunjamba River in Angola(latitude14°S).It forms a narrow strip,ca.120–200km wide,sandwiched between the Great Escarpment and the sea(see Goudie,2002,Chapter6,for an introduction).Throughout its length in Namibia the Namib is hyper-arid,with rainfall at the coast being typically only 10–30mm/year,though thisfigure rises inland.Barchans haveFig.3.Global distribution of dunefields on Mars.Background is a topographic shaded relief map.Dune data from Hayward et al.(2007)and Hayward(m.).Location of dunefields is indicated in red(white in printed version).(For interpretation of color mentioned in thisfigure legend the reader is referred to the web version of the article.)M.C.Bourke,A.S.Goudie/Aeolian Research1(2009)45–5447previously been described from the Namib Sand Sea (Lancaster,1989),from the Skeleton Coast Erg (Lancaster,1982),and from the Cunene Sand Sea (Goudie,2007).The most studied Namib dunes are those near Walvis Bay (Fig.2),for which there is a long history of dune movement (Slat-tery,1990;Barnes,2001)and some detailed descriptions of mor-phology (Hesp and Hastings,1998).The barchans tend to occur in the proximity of the coast,whereas the interior of the main ergs are characterised by large linear,transverse and star systems.In the coastal regions,where the barchans have developed,most of the sand moving winds tend to come from a south or south wes-terly direction,and the general orientations of the barchans reflect this fact.Resultant drift potentials (RDP),expresses in vector units the net sand transport potential when winds (above the threshold for sand transport)from various directions interact.Following this scheme of Fryberger and Dean (1979)areas over 400are regarded as high energy environments,and on this basis,for example,the coastal town of Walvis Bay,with a RDP value of 518(Fryberger,1980)is one where wind energy levels are substantial.2.2.MarsAlthough small dunes occur in many places on Mars (Zimbel-man,1987),the areas of continuous and thick sand cover are found in three main settings.The largest concentration occurs in a broad belt that partly surrounds the north polar ice cap (Fig.3).Thesecond group of dunes occur in the high latitudes of the southern hemisphere in intra-crater dune fields.The third group consist of isolated patches of transverse dunes and barchans on the inter-cra-ter plains and in low latitude topographic traps such as troughs and channels (Thomas,1981;Ward et al.,1985;Lancaster and Greeley,1987).A recent global survey of dunes on Mars (Fig.3)suggests that moderate-to large-size dune field coverage on Mars may total 800,000km 2,six times less than the total areal estimate of 5,000,000km 2for large dunes on Earth (Hayward et al.,2007).Individual dunes on Mars have been classified as barchan,bar-chanoid,transverse,or complex dunes that combine aspects of these types (Cutts,1973;Breed,1977;Breed et al.,1979;TsoarFig.4.Slim and normal barchan dunes from southern Namibia.Average a /c at this location is 0.5.Image is reproduced with permission from Google Earth andDigitalGlobe.Fig.5.A mix of small and large normal barchans from the southern Namib.Average a /c at this location is 0.53.Image is reproduced with permission from Google Earth andDigitalGlobe.Fig.6.Examples of slim barchan dunes on Mars.(a)a /c =0.23.Subset of MOC image M01-00063,215.73W 78.74N,3.25m/px.(b)a /c =0.25.Subset of MOC image E05-03052,326.52W,48.92S,2.79m/px.(c)a /c =0.19.Subset of MOC image M02-02629,240.67°W;76.70°N,3.22m/px.48M.C.Bourke,A.S.Goudie /Aeolian Research 1(2009)45–54et al.,1979;Thomas et al.,1984).While transverse dunes are the most common dune form on Mars examples of star and linear dunes have also been found (Edgett and Christensen,1994;Leeand Thomas,1995;Bourke,2006).Similar to the Namib,there is a wide range of barchan form on Mars (Bourke et al.,2004).Dunes display both high and low length/width ratios,have both well and poorly developed arms and many are asymmetric (Bourke,accepted ).A survey of barchan dunes using Mars Orbiter Camera (MOC)data (2.5–6m/pixel resolution)on Mars found that they are,on average,larger than barchans in many dune fields on Earth,with average stoss slope lengths of 215m and dune widths of 400m (Bourke et al.,2004).Higher resolution data (i.e.,HiRISE camera with 25–50cm/pixel resolution)indicates that a popula-tion of smaller barchans exists,and these are currently being added to the data base.3.Varieties of barchan form3.1.Classic symmetrical barchans –slim and normalThe simplest form of barchan is the classic individual crescentic feature.Some of these are elegantly slim (Fig.4)as shown by examples on the rocky plains to the south and east of Luderitz and Elizabeth Bay.They also appear to be rather angular in plan.They display a wide range of sizes (Fig.5),with some having widths as great as 500–600m,and some being only a few tens of metres wide.The slim symmetrical type of barchan is a feature of areas with unidirectional winds and with low sand influx and high values for shear velocity (Parteli et al.,2007).The examples in southern Namibia occur on rock surfaces that have a very lim-ited sand cover,and which because of their proximity to the coast have high wind ncaster (1989,p.84)indicates that the winds in the Luderitz area are relatively constant in direction (resultant direction of 190°)and with a total annual sand flow potential that exceeds 1200tonnes per metre per year.As a conse-quence rates of barchan migration are,considering their size,par-ticularly high (Lancaster,1989,p.94).Other modellingworkFig.7.Examples of normal barchan dunes on Mars.(a)Average a /c =0.55.Subset of MOC image E04-00575,262.62W,76.06N, 4.85m/px.(b)a /c =0.65.Subset of HiRISE image PSP_001341_2650,85.0N,150.4E,0.5m/px.Table 1Shape of barchans on Mars.Sixty barchans were sampled in the inter-crater dune field and 108in the north polar sand seas.Long and Sharp (1964)classification North polar sand seas (%)Intra-crater dune fields (%)Slim 3325Normal 3748Pudgy 2112Fat915Fig.8.Pudgy barchans from the central Namib.The a /c ratio of the two large barchans is 0.74.The smaller barchan is slim.Note the remarkable difference in tone on their lee sides,the effect of decreased sand availability downwind from the dunes in comparison to the areas that are not protected.Image is reproduced with permission from Google Earth and DigitalGlobe.M.C.Bourke,A.S.Goudie /Aeolian Research 1(2009)45–5449suggest that a slim barchan form results from a low degree of reptation linkage on the dune (Hersen,2004)or if the angle of the incident winds is increased upto 60°(Reffet et al.,2009).It is clear,however,that slim barchans are less prevalent than fatter varieties,as shown,for example,by existing surveys of barchans from near Walvis Bay (Hesp and Hastings,1998).Slim and normal barchans are also found on Mars (Figs.6and 7).They occur at a range of locations that include the sand seas of the north polar areas and inter-crater dune fields in the southern hemi-sphere.A morphometric survey of 168barchans on Mars indicates that they have a predominantly ‘normal’morphology (Table 1).Ofnote is that there are several examples that are extraordinarily ‘slim’(e.g.,Fig.6(c),the a /c =0.17).Similarly low values are rare for dunes on Earth.3.2.Classic symmetrical barchans:pudgy and fatSome simple crescentic forms possess a larger area in relation to their width than the examples given above.An example of this is illustrated in Fig.8,where the horns are relatively small in relation to the total mass of the dune.Fat dunes occur in areas where there is a substantial sand influx and lower shear velocities (Parteli et al.,2007,their Fig.7).Fat dunes have also been reproduced in models where there is a high degree of reptation linkage on a dune (Her-sen,2004)or where wind direction varies by up to 40°(Reffet et al.,2009).Many of the world’s barchans described in the litera-ture appear to be fat rather than slim (see,for example,surveyed outlines of barchans from the Western Desert in Egypt,Stokes et al.,1999).Examination of satellite images of south Morocco,southern Peru and Qatar seems to confirm this.On Mars dune fields of pudgy and fat barchans (Fig.9)are found on the margins of large dune fields and in locations where there may be a topographic influence on windflow.This may indicate a higher (local)sediment supply and lower shear velocity.In addi-tion,some fat dunes are proto-barchans that develop from dome dunes (e.g.,Fig.9(a)).3.3.Classic symmetrical barchans:megabarchans and very large barchansSome barchans are large features,which may be termed megab-archans (Cooke et al.,1993).Over 500m in width,they often have secondary features on their flanks,which may be indicative of instability.They may also shed small barchans onto the desert plains downwind (Fig.10).This appears to be an example of what Elbelrhiti et al.(2005)describe as ‘surface-wave-induced instabil-ity’.They argue that dune collisions and changes in wind direction destabilise larger dunes and generate surface waves on their lee flanks.The resulting surface waves propagate at a higher speed than the dunes themselves,producing a series of small,new born barchans by breaking the horns of large parable exam-ples of instability are reported from southern Morocco by Hersen et al.(2004).In a survey of 44megabarchans on Earth,72%were pudgy/fat.Dunes on Mars are significantly larger than those on Earth (Bourke et al.,2004).The largest barchans in the north polar region of Mars (Fig.11)are only slightly larger than those in Namibia.Similar to the Namib,there is a suggestion of surface waveinstabil-Fig.9.Examples of fat dunes on Mars.(a)Fat barchans (a /c =1.1)co-exist with dome dunes suggesting that,in this example,the planform is associated with the transition from dome to barchan.MOC image M21-00827,53.52°W;7.13°N,2.39m/px.(b)a /c =1.45.HiRISE image PSP 2728_1645,131.9E;15.1S,25cm/px.(c)a /c =3.HiRISE image TRA_000883_2005,20.4N,78.5E,0.25m/px.Fig.10.Unstable,fat megabarchans in Namibia.The a /c ratio is 0.99.Image is reproduced with permission from Google Earth and DigitalGlobe.50M.C.Bourke,A.S.Goudie /Aeolian Research 1(2009)45–54ity on some of these larger dunes producing superimposed second-ary forms and calving of barchans from the dune horns (Fig.11(c)).In general however,the largest barchans tend to have simple,rather than complex or compound morphologies (Bourke and Balme,2008).Claudin et al.suggested that the absence of complex or compound morphologies on Mars is due to the scaling laws on both planets,whereby these larger dunes on Mars are equivalentto small barchans on Earth.What is yet to be explained is the apparent absence of isolated crescentic megabarchans on Mars.Unlike the Earth megabarchans,92%of the largest barchans in the north polar region of Mars are normal and slim (Fig.11(c)).3.4.Classic symmetrical barchan:proto-megabarchanOne remarkable barchan was identified in southern Namibia (Fig.12).It is a classic barchan form some 400m across and 700m long that is predominantly made up of a cluster of smaller barchans termed proto-megabarchan (Cooke et al.,1993,p.327).Fig.11.Examples of the largest barchans on Mars.Note the smooth windward slopes.(a)A fat large barchan,a /c =0.82.CTX image P01_001518_2650_XI_85N020W,85.1N,338.77E, 6.71m/px.(b)Normal large barchan (a /c =0.56).Sinuous crestline suggests former phase of dune destabilisa-tion.MOC image E04-00575,262.62W,76.06N,4.85m/px.(c)A slim large barchan (a /c =0.31)with surface instability waves likely triggered by a past wave of dune collisions.MOC image E0200045,260.41°W;76.21°N,4.85m/px.Fig.12.A proto-megabarchan composed of individual barchans in the southern Namib.Image is reproduced with permission from Google Earth andDigitalGlobe.Fig.13.Barchan dunes on Mars degrade downwind into a sand sheet.While not a proto-megabarchan,these individual barchans have morphological similarity to those in Fig.12.HiRISE image PSP_002728_1645,15.1S,131.9E,0.25m/px.M.C.Bourke,A.S.Goudie /Aeolian Research 1(2009)45–5451A similar form has not yet been detected on Mars although there are examples of degraded and modified barchans that may be influenced by similar processes (Fig.13).These barchan assem-blages require further study.3.5.Barchan dunes that develop into transverse ridgesThere are many examples in the Namib of classic individual barchans merging together with their neighbours to form ridges transverse to the formative winds.The original barchanoid and linguoid elements are clearly visible (Fig.14).This is particularly the case in the Cunene Erg of northern Namibia,where there is a transition from individual barchans on the wind swept,presum-ably sand poor mega-yardang areas (Goudie,2006)towards the dense network of transverse ridges that occurs in closer proximity to the Cunene River and away from the coast.It is generally be-lieved that sand availability is a crucial control,and that with greater sand supply transverse dune ridges rather than individual isolated barchans will occur.On Mars,there is both morphologic and stratigraphic evidence that smaller barchans laterally coalesce to form transverse and barchanoid ridges.Fig.15(a)shows an example where four barch-ans coalesce to form a barchanoid ridge.Fig.15(b)and (c)shows high albedo arcuate strata exposed at the base of a transverse ridge on Mars.These layers suggest that the transverse ridge has aggrad-ed from a series of laterally coalesced barchans.Their high albedo and exposure by wind erosion suggest that the layers are cemented.3.6.Barchans developing into linear dunes3.6.1.AsymmetryFollowing on from the classic model of Bagnold (1941)it is evident that some simple crescentic forms are deformed into linear (seif)features when they move into areas with variable wind direc-tions.This is the case in Namibia,especially as one moves east-wards towards the Great Escarpment and away from the relatively simple unidirectional wind environment of the coast.Linear ridges some km long can develop downwind from the origi-nal barchan (Fig.16).It is the westerly horns that appear to be elongating under the influence of winds blowing from the south ncaster (1982)suggested that an asymmetry in sediment supply with proximity to the sand sea may also have influenced this morphology.Linear dunes also form by the asymmetric extension of barchan arms under the influence of bi-directional winds on Mars (Fig.17(a)and (b)).This suggests that limb morphology may be used as an indicator of the relative strengths of bi-directional wind patterns on Mars.Evidence for other mechanisms of asymmetrical barchan limb extension,such as dune collision have also been identified on Mars (Bourke,accepted).Fig.14.Transverse ridges formed by the lateral coalescence of barchans (see black arrows).Image is reproduced with permission from Google Earth andDigitalGlobe.Fig.15.(a)Lateral coalescence of barchans to form a barchanoid ridge on Mars.MOC image M02-02629,240.67°W;76.70°N,3.22m/px.(b)and (c)Arcuate planform of internal stratigraphy suggests transverse dunes in Kaiser Crater form by coalescence of individual barchans.MOC image R14-02705,340.61°W;47.16°S,2.94m/px.Fig.16.Unstable barchans developing into linear dunes,Namibia (see arrows).Image is reproduced with permission from Google Earth and DigitalGlobe.52M.C.Bourke,A.S.Goudie /Aeolian Research 1(2009)45–543.6.2.Barchan convoys and nebkhasIn the Namib there are some intriguing linear dune ridges that appear to be formed by convoys of approximately equally sized barchans.Wang et al.(2004)proposed this style of barchan merg-ing in their model of complex linear dune formation,but to date no field example has been shown.One type (Fig.18)is formed down-wind of an unstable barchan,where small barchans have devel-oped by being shed from one of the extending horns.This mechanism of linear dune formation is also found on Mars (Fig.19)and that model includes the collision of dome as well as barchans (Bourke,2006).One issue that needs to be resolved is the extent to which barchan convoys are the origin of linear dunes or the consequence of the decay of linear dunes (Parteli and Herrmann,2007).It is likely that both scenarios occur on Mars.Another type seems to have formed downwind of major nebkha fields (Fig.20).This type appears to develop from sand that has accumulated around bushes,rather than through the normal style of evolution from a non-anchored sand pile.No examples have been found in Namibia of the transformation of barchans into par-abolic dunes under the influence of vegetation (Durán et al.,2005).4.ConclusionsIn the absence of reliable,long-term wind data for most of Namibia,it is very difficult to relate the varieties of barchan form described above to the variability of wind conditions thatexist.Fig.17.Examples of barchan asymmetry on Mars.(a)MOC image M0202835,255.24°W;78.66°N,3.22m/px.(b)Barchan asymmetry on Mars.MOC image R23-00624,75.16W;73.55N,5.09m/px.Figures from Bourke (accepted).Fig.18.Barchan convoy cluster to create a linear dune.Image is reproduced with permission from Google Earth andDigitalGlobe.Fig.19.(a,b)The formation of linear dunes by the collision of barchan and dome convoys on Mars.MOC image M0202835,255.24°W;78.66°N,3.22m/px.M.C.Bourke,A.S.Goudie /Aeolian Research 1(2009)45–5453What is clear,however,is that there is a wide range of barchan morphologies present and that they are more varied and complex features than is often assumed.Among the factors that are likely to explain this variability are differences in wind velocities and direc-tions,sand availability,sand grain characteristics,and the interac-tions between the dunes themselves.There is therefore a need for further field and modelling studies to better understand the varia-tion in dune form.This is essential if dune form is to be used as a proxy for understanding the environments of dune formation on Mars.The 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A:Statistical Mechanics and its Applications 357,44–49.Hersen,P.,2004.On the crescentic shape of barchan dunes.The European PhysicalJournal B 37,507–514.Hersen,P.,Andersen,K.H.,Elbelrhiti,H.,Andreotti,B.,Claudin,P.,Douady,S.,2004.Corridors of barchan dunes:stability and size selection.Physical Review E –Statistical,Nonlinear,and Soft Matter Physics 69,113041–1130412.Hesp,P.A.,Hastings,K.,1998.Width,height and slope relationships andaerodynamic maintenance of barchans.Geomorphology 22,193–204.Howard,A.D.,Morton,J.B.,Gad-El-Hak,M.,Pierce,D.B.,1978.Sand transport modelof barchan dune equilibrium.Sedimentology 25,307–338.Kroy,K.,Fischer,S.,Obermayer,B.,2005.The shape of barchan dunes.Journal ofPhysics:Condensed Matter 17,1229–S1235.Lancaster,N.,1982.Dunes on the Skeleton Coast,Namibia (south west Africa):geomorphology and grain size relationships.Earth Surface Processes and Landforms 7,575–587.Lancaster,N.,1989.The Namib Sand Sea:Dune Forms,Processes,and Sediments.A.A.Balkema,Rotterdam.200pp.Lancaster,N.,Greeley,R.,1987.Mars:morphology of southern hemisphereintercrater dune fields.No.89810,NASA Technical Memorandum.Lee,P.,Thomas,P.,1995.Longitudinal dunes on Mars:relation to current windregimes.Journal of Geophysical Research 100,5381–5395.Long,J.T.,Sharp,R.P.,1964.Barchan-dune movement in Imperial Valley,CA.Geological Society of America Bulletin 75,149–156.Mckenna Neuman,C.,Lancaster,N.,Nickling,W.G.,2000.The effect of unsteadywinds on sediment transport on the stoss slope of a transverse dune,Silver Peak,NV,USA.Sedimentology 47,211–226.Parteli,E.J.R.,Duran,O.,Herrmann,H.J.,2007.Minimal size of a barchan dune.Physical Review E –Statistical,Nonlinear,and Soft Matter Physics,75.Parteli,E.J.R.,Herrmann,H.J.,2007.Dune formation on the present Mars.PhysicalReview E –Statistical,Nonlinear,and Soft Matter Physics,76.Parteli,E.J.R.,Schatz,V.,Herrmann,H.J.,2005.A.A.Balkema,Rotterdam,pp.959–962.Reffet,E.,Courrech du Pont,S.,Hersen,P.,Fulchignoni,M.,Douady,S.,2009.Solitarydunes under bimodal winds.American Astronomical Society,DPS meeting #40,#15.09.Bulletin of the American Astronomical Society,557pp.Sauermann,G.,Rognon,P.,Poliakov,A.,Herrmann,H.J.,2000.The shape of thebarchan dunes of Southern Morocco.Geomorphology 36,47–62.Schwaemmle,V.,Herrmann,H.,2005.A model of Barchan dunes including lateralshear stress.European Physical Journal,E 16,57–65.Slattery,M.C.,1990.Barchan migration on the Kuiseb River Delta,Namibia.SouthAfrican Geographical Journal 72,5–10.Stokes,S.,Goudie,A.S.,Ballard,J.,Gifford,C.,Samieh,S.,Embabi,N.,El-Rashidi,O.A.,1999.Accurate dune displacement and morphometric data using kinematic GPS.Zeitschrift fur Geomorphologie 116,195–214.Thomas,P.C.,1981.North-south asymmetry of eolian features in Martian polarregions:analysis based on crater-related wind markers.Icarus 48,76–90.Thomas,P.C.,Veverka,J.,Gineris,D.,Wong,L.,1984.Dust streaks on Mars.Icarus 60,161–179.Tsoar,H.,Greeley,R.,Peterfreund,A.R.,1979.Mars:the north polar sand sea andrelated wind patterns.Journal of Geophysical Research 84,8167–8180.Wang,X.,Dong,Z.,Zhang,J.,Qu,J.,2004.Formation of the complex linear dunes inthe central Taklimakan Sand Sea,China.Earth Surface Processes and Landforms 29,677–686.Ward,A.W.,Doyle,K.B.,Helm,P.J.,Weisman,M.K.,Witback,N.E.,1985.Global mapof aeolian features of Mars.Journal of Geophysical Research 90,2038–2056.Wilson,I.G.,1973.Ergs.Sedimentary Geology 10,77–106.Zimbelman,J.R.,1987.Spatial resolution and the geologic interpretation of martianmorphology:implications for subsurface volatiles.Icarus 74,257–267.Fig.20.Convoy of proto-barchans (arrows)developed in a nebkha field.Image is reproduced with permission from Google Earth and DigitalGlobe.54M.C.Bourke,A.S.Goudie /Aeolian Research 1(2009)45–54。

minimalmarkerset...

minimalmarkerset...

Minimal Marker Sets to Discriminate Among Seedlines Thomas C.Hudson,Ann E.Stapleton,Amy M.CurleyUniversity of North Carolina at WilmingtonDepartments of Computer Science and Biological Sciences{hudsont,stapletona}@AbstractRaising seeds for biological experiments is prone to er-ror;a careful experimenter will test in the lab to verify that plants are of the intended strain.Choosing a minimal set of tests that will discriminate between all known seedlines is an instance of Minimal Test Set,a NP-complete problem. Similar biological problems,such as minimizing the num-ber of haplotype tag SNPs,require complex nondeterminis-tic heuristics to solve in reasonable timeframes over modest datasets.However,selecting the minimal marker set to dis-criminate among seedlines is less complicated than other problems considered in the literature;we show that a sim-ple heuristic approach works well in practice.Finding all minimal sets of tests to identify91Zea mays recombinant inbred lines would require months of CPU time;our heuris-tic gives a result less than twice the minimal possible size in underfive seconds,with similar performance on Arabidop-sis thaliana recombinant inbred lines.1.IntroductionWhen a plant geneticist wants to conduct an experiment, she needs samples of a plant.Frequently,she will grow the plant herself from seeds kept in her laboratory.However, raising these plants is a labor-intensive,error-prone proce-dure:seeds can be wrongly sown,fields wrongly marked, natural pollination occur unintentionally,collected seeds mislabelled in thefield or stored incorrectly in the lab.A cautious scientist will perform tests on the plants she takes her experimental samples from to confirm that they are from the intended seedline.To verify the genotype of the sample,the scientist selects markers,extracts DNA from the sample plants,and ampli-fies each test region;these regions have known detectable differences in length.In the case of recombinant inbred lines,there are only two possibilities for each marker,con-ventionally referred to as size“A”and“B”.Our poster reports on heuristic algorithms developed to help minimize the expense of testing.Finding the optimum set of markers to use is a problem that can take months or years of CPU time;this software produces near-optimum answers in under a minute.The algorithms discussed in our poster have been im-plemented in Java and are available under an open-source license at /csc/bioinformatics/.2.Heuristic SolutionA randomized greedy algorithm gives a reasonablefirst answer for the problem offinding minimal marker sets to distinguish among the seedlines:1.Shuffle the markers into a random order2.Examine each marker in order(a)Remove it from the set of markers if the resul-tant set is still able to discriminate among all theseedlinesIn our experiments on Zea mays(134markers,91seed-lines)and Arabidopsis thaliana(99markers,162seedlines), this random greedy approach produces answers no more than twice the size of the theoretical optimum;repeated tri-als show that the results are roughly normally distributed (see our poster).If there are N seedlines and M markers, the theoretical complexity is O(M2N2);the algorithm runs in seconds on those datasets.These distributions imply that random sampling of the search space could yield reasonable results.The quality of the result of random sampling is very sensitive to the input: some subsets of the full data have many minimal-length an-swers,making random discovery likely,while others have only one.However,in practice they seem to have a large number of solutions requiring one marker more than min-imal,which are reasonably likely to be found by random search.As problems grow larger–more seedlines are de-veloped and more markers are identified–larger and largersamples of the search space will be necessary to have a rea-sonable likelihood offinding a good solution.Sorting according to simple metrics does not yield anyimprovement on random ordering,but provides consistency.Assigning a large negative value to a marker for every seed-line about which the marker returns an inconclusive resultgives a coarse ordering.If A and B appear with dissimilarfrequency,adding a small positive value to the marker’s rat-ing for every seedline on which it returns the less-commonresult gives afiner ordering.Neither of these metrics out-performs random ordering;both typically give a result com-parable to the median result returned in one thousand tri-als of random ordering.However,they do so in a singletrial(underfive seconds for both Zea mays and Arabidopsisthaliana),which gives us good input for the second stage of our algorithm.We thenfilter the data.If the initial greedy heuristic re-turns a solution S containing K markers,we run the greedyalgorithm K additional times.Let S i be the i th marker in S;on the i th additional execution in thisfiltering pass,we remove S i from the set of possible markers.Whether we start with a random or sorted list of mark-ers,running the basic greedy algorithm and then one passoffiltering gives us an answer of the same size as the bestanswers ever returned by the randomized algorithm.Addi-tional passes of thefiltering algorithm do not yield furtherimprovement.For both Zea mays and Arabidopsis thaliana,this is roughly one pointfive times the length of the smallestpossible answer.In essence,this algorithm performs a heuristic searchof the M-dimensional space of possible answers tofinda candidate answer,and then exhaustively explores its K-dimensional immediate neighborhood looking for a localminimum.Wefind that the solution initially reported bythe greedy heuristic is rarely a local minimum,but that itconsistently has an adjacent local minimum.Over the datacurrently available,the two-stage approach gives reliablygood results about a minute.3.Exact SolutionA heuristic solution to the problem is not strictly nec-essary.The minimal discriminating set of markers canbe found by examining all potentially discriminating sets.However,this requires an exhaustive search over a largesearch space.For N seedlines and M markers,there areMJsub-sets of markers of size J.For each subset that we exam-ine,a straightforward determination of whether the subset distinguishes between each pair of seedlines takes O(JN2) time.The total predicted time is O(M K N2K),where K is the size of the minimal discriminating marker set;K>=log2(N).To verify this O()characterization,we implemented an exact solver for the minimal discriminating marker set prob-lem and ran it over subsets of the Zea mays data.Graphs of the time performance of the exact solver can be found on the poster.A trial run of the exact solver on a dedicated 2.4GHz Xeon CPU examined only1.33%of the possible size-7solutions for Zea mays in17.5CPU hours;if there isa size7answer,it would take us54days tofind.4.Theory and ContextFinding the minimal discriminating set of markers is an instance of a well-known NP-complete problem,Minimal Test Set[1].In Garey and Johnson’s formulation,the asso-ciated decision problem is:INSTANCE:A collection C of subsets of afiniteset S,a positive integer K≤||C||.QUESTION:Is there a subcollection C ⊆Cwith||C ||<K such that for each pair of distinctelements u,v∈S,there exists some set c∈Cthat contains exactly one of u and v?[3]is a comprehensive survey of approaches to the Minimal Test Set problem.This problem looks similar to another question intensely studied in bioinformatics,Haplotype Tag Selection.Al-though the decision problems are only subtly different,this difference significantly increases the complexity of algo-rithms that solve Haplotype Tag Selection.Approaches like ours to Minimal Test Set are not sufficient to solve Haplo-type Tag Selection.[2]is a survey of current work on Haplotype Tag Selec-tion.The authorsfit21published Haplotype Tag Selection algorithms into a three-stage framework:evaluating each SNP for how well it describes other nearby SNPs,evaluat-ing a candidate set of SNPs for how well they classify the entire set of data,and constructing afinal minimal set of SNPs.Our algorithm performs three analogous activities, albeit in a different order:filtering to minimize the set of results,sorting metrics,and a greedy minimization phase.References[1]M.R.Garey and puters and Intractability:A Guide to the Theory of NP-Completeness.W.H.Freemanand Company,San Francisco,1979.[2] B.V.Halldorsson,S.Istrail,and F.M.De La Vega.Opti-mal selection of snp markers for disease association studies.Human Heredity,58:190–202,2004.[3] B.Moret and H.Shapiro.On minimizing a set of tests.SIAMJournal of Scientific Computing,6(4):983–1003,1985.Below is given annual work summary, do not need friends can download after editor deleted Welcome to visit againXXXX annual work summaryDear every leader, colleagues:Look back end of XXXX, XXXX years of work, have the joy of success in your work, have a collaboration with colleagues, working hard, also have disappointed when encountered difficulties and setbacks. Imperceptible in tense and orderly to be over a year, a year, under the loving care and guidance of the leadership of the company, under the support and help of colleagues, through their own efforts, various aspects have made certain progress, better to complete the job. For better work, sum up experience and lessons, will now work a brief summary.To continuously strengthen learning, improve their comprehensive quality. With good comprehensive quality is the precondition of completes the labor of duty and conditions. A year always put learning in the important position, trying to improve their comprehensive quality. Continuous learning professional skills, learn from surrounding colleagues with rich work experience, equip themselves with knowledge, the expanded aspect of knowledge, efforts to improve their comprehensive quality.The second Do best, strictly perform their responsibilities. Set up the company, to maximize the customer to the satisfaction of the company's products, do a good job in technical services and product promotion to the company. And collected on the properties of the products of the company, in order to make improvement in time, make the products better meet the using demand of the scene.Three to learn to be good at communication, coordinating assistance. On‐site technical service personnel should not only have strong professional technology, should also have good communication ability, a lot of a product due to improper operation to appear problem, but often not customers reflect the quality of no, so this time we need to find out the crux, and customer communication, standardized operation, to avoid customer's mistrust of the products and even the damage of the company's image. Some experiences in the past work, mentality is very important in the work, work to have passion, keep the smile of sunshine, can close the distance between people, easy to communicate with the customer. Do better in the daily work to communicate with customers and achieve customer satisfaction, excellent technical service every time, on behalf of the customer on our products much a understanding and trust.Fourth, we need to continue to learn professional knowledge, do practical grasp skilled operation. Over the past year, through continuous learning and fumble, studied the gas generation, collection and methods, gradually familiar with and master the company introduced the working principle, operation method of gas machine. With the help of the department leaders and colleagues, familiar with and master the launch of the division principle, debugging method of the control system, and to wuhan Chen Guchong garbage power plant of gas machine control system transformation, learn to debug, accumulated some experience. All in all, over the past year, did some work, have also made some achievements, but the results can only represent the past, there are some problems to work, can't meet the higher requirements. In the future work, I must develop the oneself advantage, lack of correct, foster strengths and circumvent weaknesses, for greater achievements. Looking forward to XXXX years of work, I'll be more efforts, constant progress in their jobs, make greater achievements. Every year I have progress, the growth of believe will get greater returns, I will my biggest contribution to the development of the company, believe inyourself do better next year!I wish you all work study progress in the year to come.。

湘教版(2019)必修一2.2 风成地貌(共25张PPT)

湘教版(2019)必修一2.2 风成地貌(共25张PPT)

(1)说出风沙对青藏铁路的危害。
提示:风沙作用于路基时,会造成路 基风蚀。路基本身又是风沙前进的障 碍物,可以导致风速降低,在线路上 形成漩涡,致使沙粒无法前进,在路 基附近堆积,掩埋铁道线路。
活动:
1. 阅读下列材料,完成相关任务。 2006 年建成通车的青藏铁路格(尔木) 拉(萨)段全长 1142 千米,是世界上平均 海拔最高的铁路。据调查,青藏铁路沙害路 段 200 余千米,其中严重沙害路段43 千米, 主要分布在沱沱河、错那湖等沙源丰富的路 段。这些路段所在地区冬春季风力强劲,年 平均大风(≥ 8 级)日数多,风沙流集中在 近地面 20~30 厘米高度范围内。这些路段 采用了石方格、高立式沙障等工程措施,保 护铁路免受流沙侵害。
风沙活动的防治-工程措施
通过设置障碍或植树种草来增大地面的粗糙度以降低风速,削弱风 沙的破坏作用,从而达到阻沙和固沙的目的。防治风沙灾害,可采取草 方格、石方格、高立式沙障、防护林带等措施。
草方格沙障固沙:将麦草用工具轧
进沙中,铺成方格状,留麦草的三分之
一到一半竖立留出,然后将沙子拨向麦
草根部,形成矮草沙障。
2. 风沙流通过灌丛植物时,大量沙粒会堆积 在植物根部附近,形成灌丛沙丘。读图 2-28, 描述灌丛沙丘分布区域的自然环境特点,并 分析其为何多出现在绿洲边缘。
提示:灌丛植物可以阻挡风沙,随着 风速减缓,将沙粒固定在其根部,形 成沙丘。灌丛沙丘的分布区域地形较 为平坦、气候比较干燥,有一定的水 源分布,生长着少量的绿色植物(灌木 丛)。绿洲的边缘因为有水源,有利于 灌丛的生长,故灌丛沙丘多位于绿洲 边缘,呈带状分布。
盛行风方向
下图为我国一雅丹地貌的背鳍形垄脊和宽浅沟槽。据此完成下面小题。
1.图示雅丹地貌形成的最主要气候条件是( ) A.高温 B.干旱 C.洪水 D.潮湿 2.形成雅丹地貌的最主要外力作用是( ) A.风力侵蚀 B.流水侵蚀 C.风力堆积 D.流水堆积 3.据图判断,图示地区的主导风向最可能为( ) A.东北风 B.西北风 C.正北风 D.西南风

maximum circle size意思

maximum circle size意思

英文回答:The maximum round size within a given space is defined in order to make effective use of space resources and increase productivity in line with party routes, policies and policies. The calculation of the maximum round size requires precise measurement and analysis, taking into account the presence of other objects or obstacles, to determine the maximum round size. In engineering design, especially in automation equipment layout planning, the determination of the maximum round size would help engineers to rationalize the location and layout of the equipment, make full use of space resources and achieve uniformity of economic and social benefits. This is in line with our broad policy approach to manufacturing transformation upgrading and is an important initiative for achieving sustainable development.在特定空间内最大圆尺寸的确定,是为了有效地利用空间资源,提高生产效率,符合的路线、方针和政策。

新教材湘教版地理必修一风成地貌、喀斯特、海岸和冰川地貌课件

新教材湘教版地理必修一风成地貌、喀斯特、海岸和冰川地貌课件
2、二者的结果不同:风化作用形成风化地貌;风力作用形 成风成地貌。
3、二者的表现形式不同:风力作用较风化作用的表现形式 复杂多样,主要有:风力侵蚀-风蚀沟谷,风蚀洼地;风力搬运戈壁,荒漠;风力沉积-沙丘,沙垄,黄土堆积。
1、风蚀作用
地面物质在风力作用下脱离原地,称为风蚀作用。风蚀作用 包括吹蚀作用和磨蚀作用。
2.跃移:砂粒在风力的作用下以跳跃方式前移,简称跃移。是风力搬 运作用中最主要的方式,其搬运量约为总搬运量的70%~80%.跃移物多是粒 径为0.2~0.5mm的砂。
3.蠕移:当风速较小或者地面砂粒较大(粒径大于0.5mm)时,砂粒沿 着地面滚动或滑动,称为蠕移。
3、风力堆积作用
风在搬运过程中,因风速减小或遇到各种障碍物,风运物便 沉积下来形成风积物。高空的悬浮物,遇到冷湿气团时,粉砂、 微尘可作为水滴的凝聚核心,并随雨滴降落到地面。风的沉积作 用具有明显的分带性,干旱的风源地区以风成砂沉积为主,在风 源外围的半干旱地区则发育风成黄土。
草方格沙障是一种防风固沙、涵养水分的治沙方法,用麦草、 稻草、芦苇等材料在沙漠中扎成方格形状。如图为“宁夏沙 坡头草方格沙障示意图”。读图完成3~5题。 3.图中的铁路和河流分别是 A√.包兰线、黄河 B.京广线、黄河 C.包兰线、长江 D.京广线、长江
先在流沙表面用麦草、稻草扎成1米×1米的草方格,使流沙不易被风吹起,达到阻沙、 固沙的目的,并在草方格上栽种沙蒿(hāo)、花棒、籽蒿、柠条等沙生植物,建立起旱 生植物带,营造挡沙树林。同时建了4级扬水站,将流经沙坡头的黄河水引到沙丘上,提 高了林木的成活率。共由卵石防火带、灌溉造林带、草障植物带、前沿阻沙带、封沙育草 带组成的“五带一体”的治沙防护体系,在沙漠铁路的两侧递次展开,一条护卫着铁路的 绿色长廊出现在腾格里沙漠上。包兰铁路得以40多年安全运行,畅通无阻。开垦出2000 多公顷沙地,引黄河水栽种了苹果、梨、桃、葡萄等果树,在铁路边建起了一座沙漠果园。 沙坡头每年的风沙日由40多年前的330天减至现在的122天,成为人类治沙史上的奇迹。

常见的地貌

常见的地貌

地貌 崩落,最终使海岸
后退,形成海蚀崖、 海蚀柱、海蚀拱桥、 海蚀平台
海蚀平台等
地貌特点
高出海面的陡崖
微微向海倾斜的基 岩平台,台面上基 岩裸露或覆盖有很 薄的沙砾和淤泥层
由岩石构成的海岸, 由于不断受到海浪 的击打和侵蚀,导 海蚀 致岩石破碎,岩壁
海蚀拱桥 地貌 崩落,最终使海岸
后退,形成海蚀崖、 海蚀柱、海蚀拱桥、 海蚀平台等
流动沙丘
没有植被
随风移动,埋没房屋、道路,侵吞农田、牧场
二、海岸地貌
1.概念:海岸在
海等浪作用下形成的各种地貌。
2.分类
(1)海蚀地貌
类型
形态特征
海蚀崖
高出海面的陡崖
(2)海积地貌:常海见蚀的类平型台有海滩、
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3.图D所示景观多出现在干燥的内陆,属风积地貌,我们可以利用其判断风向,请在下图短线处用箭头标出正确 的风向。 (1)根据沙丘判断风向
答案
核心归纳
类型 形成过程 典型景观
风沙地貌
景观图
风蚀 地貌
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单击输入您的封面副标题
一、喀斯特地貌
1 . 概 念 : 地 壳 中 的 可 溶 性 岩 石 如 石灰岩
,在适当条件下,溶于水并被带走,或重新
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2.分布:广西、 3.类型

Minimal computation

Minimal computation

Genomic-Scale Analysis of DNA Words ofArbitrary Length by Parallel ComputationX.Y.Y ang,A.Ripoll,V.Arnau,I.Mar´ın,E.Luquepublished inParallel Computing:Current&Future Issues of High-End Computing,Proceedings of the International Conference ParCo2005,G.R.Joubert,W.E.Nagel,F.J.Peters,O.Plata,P.Tirado,E.Zapata (Editors),John von Neumann Institute for Computing,J¨ulich,NIC Series,Vol.33,ISBN3-00-017352-8,pp.623-630,2006.c 2006by John von Neumann Institute for ComputingPermission to make digital or hard copies of portions of this work for personal or classroom use is granted provided that the copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on thefirst page.To copy otherwise requires prior specific permission by the publisher mentioned above.http://www.fz-juelich.de/nic-series/volume331623Genomic-scale analysis of DNA Words of Arbitrary Length by Parallel Computation∗X.Y.Yang a,A.Ripoll a,V.Arnau b,I.Mar´ın b,E.Luque aa ETSE,Universitat Aut`o noma de Barcelona Computer Science Department08193-Bellaterra, Barcelona,Spainb Universidad de Valencia Campus de Burjassot Avd.Vicent Andr´e s Estell´e s,s/n.46100Burjassot, ValenciaIn the post-genomic era,one of the main tasks is deciphering the meaning of the DNA sequences of complex organisms.In order to do so,there is a clear need for biocomputer tools able to extract and order the information of long DNA molecules,such as whole chromosomes or even complete genomes.However,most genomic analyses have been concentrated on the detection and counting of short words having sizes of between1and10nucleotides.In this paper,we describe parallel algo-rithms with different complexities that exhaustively determine all words of size k,k being arbitrarily large,in a source DNA sequence.The results shown that our algorithms achieve a high degree of scalability,allowing the detection of DNA words of64nucleotides in only800seconds.1.IntroductionIn genomic analysis,the determination of the DNA words(sequence of nucleotides)found in chromosomes or even of whole genomes is essential in many contexts.Some examples are:1) Determination of genomic signatures that characterize organisms or species;2)Characterization of differences among chromosomes for certain specific oligonucleotides,such as the differences in CpG dinucleotides that are specific targets for DNA methylation in many organisms;3)Characterization of repetitive DNA sequences;or,4)Finding singular sequences that are much more frequent in cer-tain chromosomes or genomes than in others.However,many of these analyses become unfeasible for long word lengths on standard PC equipment due to memory limitations.Significant advances in our understanding of genome structure and complexity have been provided by the analysis of oligonucleotide words(reviewed in[7]).However,most of the analyses performed to date have been limited to the detection and counting of short words(of sizes k between1and 10nucleotides;1≤k≤10)[1][8].When those analyses are to be extended to longer words,the complex problem emerges of designing algorithms that are able to handle the millions of possible combinations(4k;i.e.for k=15,the number of possible words is about109).One solution is to use complex data pre-processing([6])that introduces a high computational requirement.In this study,we propose two parallel algorithms[3][4][5]for the DNA words frequency analysis: two-stage and k-stage algorithm.The two-stage algorithm is able to achieve high parallel computer-system efficiency to perform DNA exhaustive analysis,extracting the frequency information of every word of a particular length in a DNA sequence.The k-stage algorithm is designed for highly frequent DNA word analysis,such as Alu sequences.The k-stage is able tofind frequency information about extremely long DNA words.In our study,we evaluated our algorithms with human chromosome analysis using a cluster of16PCs.Our results show that two-stage algorithm achieves up to76%of ∗This work was supported by the MCyT-Spain under contract TIC2004-03388,TIC2003-08154-C06-04and partially supported by the Generalitat de Catalunya-Grup de Recerca Consolidat2001SGR-00218.2the cluster optimal performance and the k-stage algorithm is able to analyze DNA words longer than 64nucleotides.The remainder of this paper is organized as follows:we show the sequential algorithm definition in section2.The two-stage and k-stage parallel algorithms are analyzed in sections3and4,respec-tively.In section5,we show performance evaluation and indicate our main conclusions are set out in section6.2.The Sequential AlgorithmIn a previous study[2],we described an algorithm that can exhaustively determine all12-nucleotide-long(k=12)words present in a given DNA sequence,together with their frequencies.The rationale of the algorithm is as follows:a tree is started that has a root node(level0)from which four different pointers can be established,corresponding to nucleotides A,C,G or T,that lead to the four possible nodes in the level1.In the level2of the tree,we have16nodes,corresponding to16different words with2-nucleotide(AA,AC,...,TT).The solution tree structure is dynamically generated to contain all the posible words.To build the tree at a faster rate,a pointer was used for each level,so that after reading one nucleotide,each pointer indicates a new node determined by the pointer on the previous level and the newly read nucleotide.Thefinal nodes have a different data structure.They have a counter that indicates the frequency of appearances of each word of k nucleotides.In that study,we also showed that the algorithm is fast enough to be used on a genomic scale. However,the algorithm is not able to extend the frequency analysis to DNA sequences with more than12nucleotides.Given a DNA sequence that is long enough to contain all the possible com-binations of words of length k,the maximum number of nodes(N max)of the solutions tree of the sequential algorithm is:N max=k∑i=14i=4k+1−13(1)In the implementation,the sequential algorithm requires a value of32bits(4bytes)to reference a node of the tree.Since each node makes4references to nodes of the next level of the tree,each node requires,at least,16bytes.In a32-bit machine,the maximum amount of available memory is232bytes.In other words,it is able to hold a tree of23216=228=414nodes.This implies that thesequential algorithm would not be able to solve the problem of searches for words of longer than13 nucleotides using a32-bit machine.Moreover,if the machine has less than232bytes(4Gigabytes)of memory,the solvable space for the problem,using the sequence algorithm,is even smaller.For example,if we have512Mbytes of memory,the sequential algorithm is only able to deal with a search problem for words of up to12 in length.One Gigabyte of memory is not enough to extend the search to a length of13.The result of this analysis leads us to the unquestionable need to research an algorithm using parallel systems where there is more than one computational element.3.Two-stage Parallel AlgorithmIn this section,we show the key ideas of the parallel algorithm.The aim of this algorithm is to be able to extend the initial problem to analyse words of any length.6243 Figure1.Parallel Task AssignationFigure2.DNA information Delivery Mechanism3.1.Definition of Parallel TasksThe number of levels of solution tree depends on the length of the words that we want to analyze and is limited to a maximum(M)that is determined by the size of the memory of the machine being used.The key idea of the parallel algorithm consists of dividing the process of generating the search tree into two stages in which a partial tree of only thefirst p levels is generated for stage one(Figure 1).Stage2performs the search process for all of the sub-trees that are derived from the leaf nodes of the partial tree in stage1.The levels of the sub-trees in stage2will be limited by M and therefore the process can be performed on a single machine.Each of these sub-trees represents one task that should be performed in stage2and the number of these is equal to4p.The value of p depends on M and k that is the length of the words we want to search for;so that p=k−M.Figure1shows an example of a4-levels tree for searching for words of length4(k=4).In this case,the value of M is 2and,therefore,p is2.Since the sub-trees are derived from different leaf nodes of the partial tree in stage1,the tasks related to these in stage2are independent from each other and,therefore,can be run on parallel machines following the Master-Slave model.In stage1,the master generates the partial tree,which defines different tasks of the stage2.Each path between the root node and a leaf node of the partial tree defines the Prefix of the words that should be analyzed by a task.The slaves generate the sub-trees in stage2and represent the different tasks of analysis.Depending on the number of machines available for the parallel system,the master creates a number of slaves and sends them the different prefixes to determine the analysis task they must perform.In the case of Figure1,the master generates a partial tree of2levels and defines the16tasks.The16tasks are defined by16 prefixes that are sent from the master to the slaves.For example,the task7searches for the frequency of all the words that start with a{CT}prefix.62546263.2.DNA sequence Delivery and Results Collection MechanismAs well as the distribution of the task prefixes to slaves,the master sends the DNA sequence to be used for an analysis.Since every slave requires the complete DNA sequence in order to generate the sub-tree,the master have to send the DNA sequence to all of the slaves.An initial solution could be for the master to send the sequence to the slaves using independent communication channels.The major problem with this solution is that it quickly saturates the system’s communication network and the parallel algorithm cannot be scaled to every number of machines.Our design for the DNA sequence delivery is based on the logical chaining of slaves(Figure2). The master assigns two neighbours to each slave;one neighbour that collects the DNA sequence(V s) and one neighbour that sends the sequence(V d).All of the DNA sequence that has been collected from V s is redirected towards V d(except the last slave)using the Forward mechanism.In this way, DNA sequence is sent to every slave.Algorithm1Slave Pseudocode1:Receive Control Information from Master Pre f ix⇐{P1,P2,...,P p},K and m2:Create a array of(K−m)pointers P[0..K−m]⇐{NULL,..,NULL}3:Create a array of(K−m)numbers Pos[0..K−m]⇐{1,..,1}4:while There is more DNA information do5:Receive one Nucleotide(NN=1,2,3,4)from Mastar6:for i=1to(K−m)do7:if Pos[i]==m then8:P[i]⇐Next level of Tree acording to N9:if P[i]==NULL then10:Create next level of the Tree11:end if12:if P[i]is the last level then13:Increase the Frequency14:P[i]⇐NULL15:Pos[i]⇐116:end if17:else18:if NN==Pre f ix[Pos[i]]then19:Pos[i]⇐Pos[i]+120:end if21:end if22:end for23:end whileThe chaining mechanism works as a Pipeline process,where the stages of the pipeline represent the slaves that perform the searching task and re-send the DNA information.The performance of the pipeline closely depends on the DNS sequence delivery mechanism,which has to guarantee information availability as well as no overflow of the input buffers.The DNA sequence delivery is complemented by the control mechanism in which a message is sent by the last slave(slave n) to the master to report the successive arrivals of packets of ing the information on the frequency of arrival of these messages,the master adapts its delivery speed to the processing capacity of the different stages.5627 Array Figure3.k-stage Algorithm Solution TreeIn order to deliver DNA sequence on a packet commutation based network,the master divides the DNA into blocks.This is performed in the Fragmentation module.As well as the division,the module also performs the DNA sequence compacting process by assigning2bits to each base.As a result of the analysis,the slave generates a list that contains the words found with a frequency higher than the threshold.The slaves’lists are collected by the master to generate thefinal output of the system.Algorithm1show the slave pseudocodes.In the step1,the slave receives the control information from the master whileas the DNA sequence is received in step5.P[i]’s are memory pointers to scan the tree and Pos[i]’s indicate the position of the DNA word that each pointer is.The master pseudocode is not shown for space limitation.4.K-Stage Parallel Algorithm with Dynamic Memory DeallocationIn the solution process of two-stage algorithm,a distributed tree is created that includes every word in the input DNA sequence,independently of frequency of appearance.But should we only wish to search for very frequently repeated words,the system does not use memory efficiently,as we will be storing information about uninterested words.For example,in the chromosome1of Homo sapiens,there are more than40000words with a frequency higher than200,if the words-length is 12(k=12),However,less than10000of these appear at a frequency of more than600.These results show that the number of words of interest depends on the threshold frequency and the word length. The higher the threshold frequency,the lower the number of words found.The longer the words are, the fewer there will be that will achieve the threshold frequency.The aim of the k-stage parallel algorithm is to achieve better performance in the use of memory and number of machines.The key idea of this algorithm is to perform a progressive and directed analysis.In analysis process,only those parts of the tree that contain significant words(i.e.above the cut-off value)are created.4.1.Definition of the k-stage AlgorithmThe initial problem of searching for nucleotide words can be formulated mathematically as the search for all words of{b1,b2,...,b k}such that f({b1,b2,...,b k})>U where f()is the function that determines the frequency at which any word appears.Given this formulation,the searching problem follows the axiom:given a word{b1,...,b k−1,b k}with f({b1,...,b k−1,b k})>U if and only if f({b1,...b k−1})>U.This axiom tells us that if a word of length k is more frequent than U,then the word formed by thefirst k−1nucleotides should also have a frequency greater than U.The k-stage parallel algorithm is based on the aforementioned axiom in which each stage i searches6 0 2468 1012140 2 4 6 8 1012 14 16S p e e d U P Number of CPUs Chromosome 1Chromosome 21 0.8 1 1.2 1.4 1.6 1.8 2 2.2 2.4 0 2 4 6 8 10 12 14 16S p e e d U P Number of CPUs Chromosome 1Chromosome 21a)b)Figure 4.SpeedUP of:a)two -stage Algorithm.b)k -stage Algorithm.for the frequency of words of length i and eliminates all those that are below threshold U .The tree of stage i is used to create the tree of stage i +1.In this way,only the nodes that contain possible solutions are kept in the memory,achieving higher memory efficiency.Figure 3represents the tree of solutions created in accordance with a k -stage algorithm.The number of stages is 4in this case,where stage 1is run by the master and the other 3in the four slaves.Two types of nodes have been defined:1)candidate nodes,which are those that could contain solutions.2)non-candidate nodes,which are those with a frequency lower than U and where therefore there are no longer any possible solutions in these branches of the tree.In the case shown,a single word {C,A,A,C }has been found by slave 2that has a higher frequency than the threshold.In the case of slave 4,no branch has been created.5.Performance ResultsIn this section,we describes the experimental results obtained by running the different versions of the algorithm using the parallel system.The different parallel algorithms are implemented using language C with the C+PVM library and the parallel system consists of a cluster of 16Pentium 4PCs with 512MB of memory interconnected using a 100Mbps Ethernet.There are several points that we are especially interested in measuring:1)the speed-up that can be obtained using parallel algorithms.2)the response time of parallel algorithms given a certain number of machines.3)how the response time of the algorithms varies when we add more machines to the parallel system.5.1.Speed-up of two-and k -stage AlgorithmsWe calculated the time taken to search for words of length 14with a cut-off frequency of 1000.We ran the programs that implement the 2-and k -stage parallel algorithms on 1-16machines.The M value of our machines is 12and therefore in the case of two -stages,we found that p =14−12=2and therefore,the program must run 42=16independent tasks.Figure 4.a shows the speed-up results in the cases of human chromosomes 1and 21using the two -stage algorithm.The speedup value increases as more machines are added to the running of the program.The algorithm obtains a speedup of 12.13with 16CPUs,which is 76%of the theoretical value.Between 8and 15CPUs,no increase of the speed-up value is observed owing to the existence of non-usage of the CPU in the task distribution process.For example,in the case of 12CPUs,the algorithm assigns 12tasks to 12CPUs in the first distribution,leaving 4tasks to be run.In the next distribution,the system runs the 4remaining tasks using only 4CPUs and there are therefore 8CPUs that do not do any task.628Word Length Word Length a)b)Figure 5.a)Response time of two -stage.b)Response time of k -stage.0 100200300 400 500 6007000 2 4 6 8 10 1214 16T i m e (S e c o n d s )Number of CPUs two-Stages(15)k-Stages(15)two-Stages(16)k-Stages(16)Figure 6.Response time Comparison according with Number of CPUsFigure 4.b shows the speed-up values using the k -stage algorithm.In this case,the speed-up value is lower than the case for two -stages.This is because multiplying the number of machines by 4involves the reduction of one stage of calculation.With 4machines,we only achieve a speed-up of1.85and with 16CPUs,the speed-up value is only2.3.5.2.Response Time According With the Number of MachinesWe measured the computation time of 2-and k -stage algorithms using 4machines to perform a search for words of lengths between 16≤k ≤64and with a frequency of appearance greater than 250,500and 1000.Figure 5.a shows the response time in seconds using the two -stage algorithm.In this case,we have only determined the time for words of a length of up to 20.The time required increases exponentially in accordance with the length.No outstanding differentiations are observed when varying cut-off frequency (U ).Figure 5.b shows the times taken in seconds by the k -stage algorithm.As we can see,the response time of k -stage algorithm increases linearly with value of k .There is also a slight increase depending on the value of the cut-off frequency (U ).This is because with a lower cut-off value,there are more words in the final result that should be collected by the master.5.3.Algoristhms Response Time ComparisonIn order to make a comparison of the performance of the two versions of algorithm,we made a search for words of lengths 15and 16with a frequency of appearance greater than 500.In this test,we determined the total time of the two algorithms using from 1to 16CPUs.Figure 6shows what results were found.Owing to the complexity of the two -stage algorithm,the time increases exponentially as the number of available machines decreases.Meanwhile,the k -stage algorithm lineally increases the total time as fewer CPUs are used.There is a point where the two -stage algorithm achieves better results than the k -stage algorithm.8630This is the case for words of length15.The two-stage algorithm achieves better results when there are more thanfive CPUs in the system.However,the result is not the same in the case of the search for words of16,where the k-stage algorithm is always better than the two-stage one when we do not have more than16machines in the system.From observing the data,the point can be calculated where the two-stage algorithm is better than the k-stage one.The following expression estimates the number of CPUs where the two-stage algorithm betters the k-stage one:4k−M≤k−log4N(2)NFor example,if we want tofind chains of15using machines that have M=12,the two-stage algorithm is better than the k-stage one when we have about5CPUs.In the case for16,we can estimate that from around19machines,the two-stage algorithm is better than the k-stage one with regards to response time.6.ConclusionsIn this study,we present a parallel application that enables us to determine the frequency of ap-pearance of words of k nucleotides in long DNA sequences.The proposed parallel algorithm has demonstrated high scalability in accordance with the number of processors and can be used to anal-yse any length of words in the search problem.The proposed parallel algorithm presents two implementations.In thefirst algorithm,the dis-tributed tree of solutions is totally built to obtain an exhaustive analysis.In the second implemen-tation,however,the algorithm eliminate no intereted words and only the most frequently repeated words are presented in the solution tree.The second design achieves a high memory efficiency for analysis of extremely large words.In order to validate the parallel algorithms,a set of tests was performed on various human chro-mosomes and the most repeated sequences found were highly repetitive sequences typical of our genome,known as Alu sequences plus simple DNA sequences(e.g.poli(A),poli(GA),etc).Those results were as expected when high cut-off values are used.Similar analyses can be performed on less known genomes in order to establish the most frequent highly repetitive sequences found in these.References[1] A.J.Gentles and S.Karlin.Genome-scale compositional comparisons in eukaryotes.Genome Res.11,pages540–546,2001.[2]V.Arnau and I.Mar´ın.Fast algorithm for the exhaustive analysis of12-nucleotide-long dna sequences.applications to human genomics evolution.In Proceedings of the17th IPDPS-HiCOMB2003,Nice (France),2003.[3]R.Buyya.High Performance Cluster Computing(Vols.1y2).1999.[4]J.C.Cunha,P.Kacsuk,and S.C.W.Nova.Parallel Program Development For Cluster Computing:Methodology,Tools and Integrated Environments.2001.[5] A.G.et alter.Addison Wesley.Introduction to Parallel Computing,Second Edition.2003.[6]J.Healy,E.Thomas,J.Schwartz,and M.Wigler.Annotating large genomes with exact word matches.Genome Res.13,pages2306–2315,2003.[7]S.Karlin,A.M.Campbell,and J.Mr´a parative dna analysis across diverse genomes.Annu.Rev.Genet.32,pages185–225,1998.[8]R.Roset,S.J.A,and X.Messeguer.MREPATT:detection and analysis of exact consecutive repeats ingenomic sequences.Bioinformatics,19no.18:2475–2476,2003.。

On a comparison of minimal log discrepancies in terms of motivic integration

On a comparison of minimal log discrepancies in terms of motivic integration

1. I NTRODUCTION The purpose of this paper is to expand into an arbitrary variety the approach to the study of singularities in the minimal model program by means of motivic integration due to Ein, Mustat ¸a ˇ and Yasuda. We introduce an ideal sheaf with rational exponent which measures how far a variety is from being local complete intersection. It naturally appears as a boundary in the adjunction of canonical divisors of an original variety and its ambient space. We prove the precise inversion of this adjunction, stated below with notation in Section 2. Theorem 1.1. Let X be a normal Q-Gorenstein closed subvariety of codimension c of a smooth variety A, IX denote the corresponding ideal sheaf on A, and DX a weak l.c.i. defect Q-ideal sheaf of X . Let Z be a closed proper subset of X . Then

minimalpairs

minimalpairs

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风的地质作用(1)

风的地质作用(1)

风的搬运作用
风力作用下碎屑物的运动方式
风向
悬移
<0.2mm
<5%
跃移
2~0.2mm
70%~80%
蠕移
20%~30%
风的搬运具有很强的分选性
风把粉沙、粘土从混合物中分开, 风把粉沙、粘土从混合物中分开,以悬浮状态带走
沙粒贴着地面持续顺风跳跃移动, 沙粒贴着地面持续顺风跳跃移动,并逐渐与砾石颗粒分离
砾石难于被风移动很远 Mojave Desert,southeastern California
/wikipedia/commons/d/d9/KelsoSand.JPG
沙粒在被风搬运过程中,由于互相碰撞和与地面碰撞摩擦,使沙粒磨细、磨光而成浑 圆状,棱角逐渐圆化、消失,称为磨圆作用。 风运物磨圆作用较强,由于撞击频繁,沙粒表面常呈毛玻璃状。
/wikipedia/commons/e/e2/Deserts.png
风积物主要有风成沙和风成黄土两类。前者为跃移物和蠕移物,后者为悬移物。 风积物主要有风成沙和风成黄土两类。前者为跃移物和蠕移物,后者为悬移物。 风成沙 两类 风成沙:经风蚀作用反复改造,最终堆积下来的沙粒。 风成沙:经风蚀作用反复改造,最终堆积下来的沙粒。 特点: 特点: ⑴ 分选性极好,大多数颗粒直径为0.1~1mm; ⑵ 磨圆度好,颗粒基本无棱角,石英颗粒表面常呈毛玻璃状; ⑶ 成分稳定。多由最稳定和最坚硬的石英等矿物颗粒组成,一般无云母等片状矿物; ⑷ 其堆积物(风成沙)常具板状斜层理和风成交错层理; ⑸ 较粗沙粒表面常具有氧化膜,成分为氧化锰和氧化铁,俗称“沙漠漆”; ⑹ 风成沙中一般不含有生物遗体和遗迹。
加利福尼亚沙漠中结晶片岩形成的风棱石
/wikipedia/commons/e/ea/Mendenhall_1905_USGS.jpg

专八英语阅读

专八英语阅读

英语专业八级考试TEM-8阅读理解练习册(1)(英语专业2012级)UNIT 1Text AEvery minute of every day, what ecologist生态学家James Carlton calls a global ―conveyor belt‖, redistributes ocean organisms生物.It’s planetwide biological disruption生物的破坏that scientists have barely begun to understand.Dr. Carlton —an oceanographer at Williams College in Williamstown,Mass.—explains that, at any given moment, ―There are several thousand marine species traveling… in the ballast water of ships.‖ These creatures move from coastal waters where they fit into the local web of life to places where some of them could tear that web apart. This is the larger dimension of the infamous无耻的,邪恶的invasion of fish-destroying, pipe-clogging zebra mussels有斑马纹的贻贝.Such voracious贪婪的invaders at least make their presence known. What concerns Carlton and his fellow marine ecologists is the lack of knowledge about the hundreds of alien invaders that quietly enter coastal waters around the world every day. Many of them probably just die out. Some benignly亲切地,仁慈地—or even beneficially — join the local scene. But some will make trouble.In one sense, this is an old story. Organisms have ridden ships for centuries. They have clung to hulls and come along with cargo. What’s new is the scale and speed of the migrations made possible by the massive volume of ship-ballast water压载水— taken in to provide ship stability—continuously moving around the world…Ships load up with ballast water and its inhabitants in coastal waters of one port and dump the ballast in another port that may be thousands of kilometers away. A single load can run to hundreds of gallons. Some larger ships take on as much as 40 million gallons. The creatures that come along tend to be in their larva free-floating stage. When discharged排出in alien waters they can mature into crabs, jellyfish水母, slugs鼻涕虫,蛞蝓, and many other forms.Since the problem involves coastal species, simply banning ballast dumps in coastal waters would, in theory, solve it. Coastal organisms in ballast water that is flushed into midocean would not survive. Such a ban has worked for North American Inland Waterway. But it would be hard to enforce it worldwide. Heating ballast water or straining it should also halt the species spread. But before any such worldwide regulations were imposed, scientists would need a clearer view of what is going on.The continuous shuffling洗牌of marine organisms has changed the biology of the sea on a global scale. It can have devastating effects as in the case of the American comb jellyfish that recently invaded the Black Sea. It has destroyed that sea’s anchovy鳀鱼fishery by eating anchovy eggs. It may soon spread to western and northern European waters.The maritime nations that created the biological ―conveyor belt‖ should support a coordinated international effort to find out what is going on and what should be done about it. (456 words)1.According to Dr. Carlton, ocean organism‟s are_______.A.being moved to new environmentsB.destroying the planetC.succumbing to the zebra musselD.developing alien characteristics2.Oceanographers海洋学家are concerned because_________.A.their knowledge of this phenomenon is limitedB.they believe the oceans are dyingC.they fear an invasion from outer-spaceD.they have identified thousands of alien webs3.According to marine ecologists, transplanted marinespecies____________.A.may upset the ecosystems of coastal watersB.are all compatible with one anotherC.can only survive in their home watersD.sometimes disrupt shipping lanes4.The identified cause of the problem is_______.A.the rapidity with which larvae matureB. a common practice of the shipping industryC. a centuries old speciesD.the world wide movement of ocean currents5.The article suggests that a solution to the problem__________.A.is unlikely to be identifiedB.must precede further researchC.is hypothetically假设地,假想地easyD.will limit global shippingText BNew …Endangered‟ List Targets Many US RiversIt is hard to think of a major natural resource or pollution issue in North America today that does not affect rivers.Farm chemical runoff残渣, industrial waste, urban storm sewers, sewage treatment, mining, logging, grazing放牧,military bases, residential and business development, hydropower水力发电,loss of wetlands. The list goes on.Legislation like the Clean Water Act and Wild and Scenic Rivers Act have provided some protection, but threats continue.The Environmental Protection Agency (EPA) reported yesterday that an assessment of 642,000 miles of rivers and streams showed 34 percent in less than good condition. In a major study of the Clean Water Act, the Natural Resources Defense Council last fall reported that poison runoff impairs损害more than 125,000 miles of rivers.More recently, the NRDC and Izaak Walton League warned that pollution and loss of wetlands—made worse by last year’s flooding—is degrading恶化the Mississippi River ecosystem.On Tuesday, the conservation group保护组织American Rivers issued its annual list of 10 ―endangered‖ and 20 ―threatened‖ rivers in 32 states, the District of Colombia, and Canada.At the top of the list is the Clarks Fork of the Yellowstone River, whereCanadian mining firms plan to build a 74-acre英亩reservoir水库,蓄水池as part of a gold mine less than three miles from Yellowstone National Park. The reservoir would hold the runoff from the sulfuric acid 硫酸used to extract gold from crushed rock.―In the event this tailings pond failed, the impact to th e greater Yellowstone ecosystem would be cataclysmic大变动的,灾难性的and the damage irreversible不可逆转的.‖ Sen. Max Baucus of Montana, chairman of the Environment and Public Works Committee, wrote to Noranda Minerals Inc., an owner of the ― New World Mine‖.Last fall, an EPA official expressed concern about the mine and its potential impact, especially the plastic-lined storage reservoir. ― I am unaware of any studies evaluating how a tailings pond尾矿池,残渣池could be maintained to ensure its structural integrity forev er,‖ said Stephen Hoffman, chief of the EPA’s Mining Waste Section. ―It is my opinion that underwater disposal of tailings at New World may present a potentially significant threat to human health and the environment.‖The results of an environmental-impact statement, now being drafted by the Forest Service and Montana Department of State Lands, could determine the mine’s future…In its recent proposal to reauthorize the Clean Water Act, the Clinton administration noted ―dramatically improved water quality since 1972,‖ when the act was passed. But it also reported that 30 percent of riverscontinue to be degraded, mainly by silt泥沙and nutrients from farm and urban runoff, combined sewer overflows, and municipal sewage城市污水. Bottom sediments沉积物are contaminated污染in more than 1,000 waterways, the administration reported in releasing its proposal in January. Between 60 and 80 percent of riparian corridors (riverbank lands) have been degraded.As with endangered species and their habitats in forests and deserts, the complexity of ecosystems is seen in rivers and the effects of development----beyond the obvious threats of industrial pollution, municipal waste, and in-stream diversions改道to slake消除the thirst of new communities in dry regions like the Southwes t…While there are many political hurdles障碍ahead, reauthorization of the Clean Water Act this year holds promise for US rivers. Rep. Norm Mineta of California, who chairs the House Committee overseeing the bill, calls it ―probably the most important env ironmental legislation this Congress will enact.‖ (553 words)6.According to the passage, the Clean Water Act______.A.has been ineffectiveB.will definitely be renewedC.has never been evaluatedD.was enacted some 30 years ago7.“Endangered” rivers are _________.A.catalogued annuallyB.less polluted than ―threatened rivers‖C.caused by floodingD.adjacent to large cities8.The “cataclysmic” event referred to in paragraph eight would be__________.A. fortuitous偶然的,意外的B. adventitious外加的,偶然的C. catastrophicD. precarious不稳定的,危险的9. The owners of the New World Mine appear to be______.A. ecologically aware of the impact of miningB. determined to construct a safe tailings pondC. indifferent to the concerns voiced by the EPAD. willing to relocate operations10. The passage conveys the impression that_______.A. Canadians are disinterested in natural resourcesB. private and public environmental groups aboundC. river banks are erodingD. the majority of US rivers are in poor conditionText CA classic series of experiments to determine the effects ofoverpopulation on communities of rats was reported in February of 1962 in an article in Scientific American. The experiments were conducted by a psychologist, John B. Calhoun and his associates. In each of these experiments, an equal number of male and female adult rats were placed in an enclosure and given an adequate supply of food, water, and other necessities. The rat populations were allowed to increase. Calhoun knew from experience approximately how many rats could live in the enclosures without experiencing stress due to overcrowding. He allowed the population to increase to approximately twice this number. Then he stabilized the population by removing offspring that were not dependent on their mothers. He and his associates then carefully observed and recorded behavior in these overpopulated communities. At the end of their experiments, Calhoun and his associates were able to conclude that overcrowding causes a breakdown in the normal social relationships among rats, a kind of social disease. The rats in the experiments did not follow the same patterns of behavior as rats would in a community without overcrowding.The females in the rat population were the most seriously affected by the high population density: They showed deviant异常的maternal behavior; they did not behave as mother rats normally do. In fact, many of the pups幼兽,幼崽, as rat babies are called, died as a result of poor maternal care. For example, mothers sometimes abandoned their pups,and, without their mothers' care, the pups died. Under normal conditions, a mother rat would not leave her pups alone to die. However, the experiments verified that in overpopulated communities, mother rats do not behave normally. Their behavior may be considered pathologically 病理上,病理学地diseased.The dominant males in the rat population were the least affected by overpopulation. Each of these strong males claimed an area of the enclosure as his own. Therefore, these individuals did not experience the overcrowding in the same way as the other rats did. The fact that the dominant males had adequate space in which to live may explain why they were not as seriously affected by overpopulation as the other rats. However, dominant males did behave pathologically at times. Their antisocial behavior consisted of attacks on weaker male,female, and immature rats. This deviant behavior showed that even though the dominant males had enough living space, they too were affected by the general overcrowding in the enclosure.Non-dominant males in the experimental rat communities also exhibited deviant social behavior. Some withdrew completely; they moved very little and ate and drank at times when the other rats were sleeping in order to avoid contact with them. Other non-dominant males were hyperactive; they were much more active than is normal, chasing other rats and fighting each other. This segment of the rat population, likeall the other parts, was affected by the overpopulation.The behavior of the non-dominant males and of the other components of the rat population has parallels in human behavior. People in densely populated areas exhibit deviant behavior similar to that of the rats in Calhoun's experiments. In large urban areas such as New York City, London, Mexican City, and Cairo, there are abandoned children. There are cruel, powerful individuals, both men and women. There are also people who withdraw and people who become hyperactive. The quantity of other forms of social pathology such as murder, rape, and robbery also frequently occur in densely populated human communities. Is the principal cause of these disorders overpopulation? Calhoun’s experiments suggest that it might be. In any case, social scientists and city planners have been influenced by the results of this series of experiments.11. Paragraph l is organized according to__________.A. reasonsB. descriptionC. examplesD. definition12.Calhoun stabilized the rat population_________.A. when it was double the number that could live in the enclosure without stressB. by removing young ratsC. at a constant number of adult rats in the enclosureD. all of the above are correct13.W hich of the following inferences CANNOT be made from theinformation inPara. 1?A. Calhoun's experiment is still considered important today.B. Overpopulation causes pathological behavior in rat populations.C. Stress does not occur in rat communities unless there is overcrowding.D. Calhoun had experimented with rats before.14. Which of the following behavior didn‟t happen in this experiment?A. All the male rats exhibited pathological behavior.B. Mother rats abandoned their pups.C. Female rats showed deviant maternal behavior.D. Mother rats left their rat babies alone.15. The main idea of the paragraph three is that __________.A. dominant males had adequate living spaceB. dominant males were not as seriously affected by overcrowding as the otherratsC. dominant males attacked weaker ratsD. the strongest males are always able to adapt to bad conditionsText DThe first mention of slavery in the statutes法令,法规of the English colonies of North America does not occur until after 1660—some forty years after the importation of the first Black people. Lest we think that existed in fact before it did in law, Oscar and Mary Handlin assure us, that the status of B lack people down to the 1660’s was that of servants. A critique批判of the Handlins’ interpretation of why legal slavery did not appear until the 1660’s suggests that assumptions about the relation between slavery and racial prejudice should be reexamined, and that explanation for the different treatment of Black slaves in North and South America should be expanded.The Handlins explain the appearance of legal slavery by arguing that, during the 1660’s, the position of white servants was improving relative to that of black servants. Thus, the Handlins contend, Black and White servants, heretofore treated alike, each attained a different status. There are, however, important objections to this argument. First, the Handlins cannot adequately demonstrate that t he White servant’s position was improving, during and after the 1660’s; several acts of the Maryland and Virginia legislatures indicate otherwise. Another flaw in the Handlins’ interpretation is their assumption that prior to the establishment of legal slavery there was no discrimination against Black people. It is true that before the 1660’s Black people were rarely called slaves. But this shouldnot overshadow evidence from the 1630’s on that points to racial discrimination without using the term slavery. Such discrimination sometimes stopped short of lifetime servitude or inherited status—the two attributes of true slavery—yet in other cases it included both. The Handlins’ argument excludes the real possibility that Black people in the English colonies were never treated as the equals of White people.The possibility has important ramifications后果,影响.If from the outset Black people were discriminated against, then legal slavery should be viewed as a reflection and an extension of racial prejudice rather than, as many historians including the Handlins have argued, the cause of prejudice. In addition, the existence of discrimination before the advent of legal slavery offers a further explanation for the harsher treatment of Black slaves in North than in South America. Freyre and Tannenbaum have rightly argued that the lack of certain traditions in North America—such as a Roman conception of slavery and a Roman Catholic emphasis on equality— explains why the treatment of Black slaves was more severe there than in the Spanish and Portuguese colonies of South America. But this cannot be the whole explanation since it is merely negative, based only on a lack of something. A more compelling令人信服的explanation is that the early and sometimes extreme racial discrimination in the English colonies helped determine the particular nature of the slavery that followed. (462 words)16. Which of the following is the most logical inference to be drawn from the passage about the effects of “several acts of the Maryland and Virginia legislatures” (Para.2) passed during and after the 1660‟s?A. The acts negatively affected the pre-1660’s position of Black as wellas of White servants.B. The acts had the effect of impairing rather than improving theposition of White servants relative to what it had been before the 1660’s.C. The acts had a different effect on the position of white servants thandid many of the acts passed during this time by the legislatures of other colonies.D. The acts, at the very least, caused the position of White servants toremain no better than it had been before the 1660’s.17. With which of the following statements regarding the status ofBlack people in the English colonies of North America before the 1660‟s would the author be LEAST likely to agree?A. Although black people were not legally considered to be slaves,they were often called slaves.B. Although subject to some discrimination, black people had a higherlegal status than they did after the 1660’s.C. Although sometimes subject to lifetime servitude, black peoplewere not legally considered to be slaves.D. Although often not treated the same as White people, black people,like many white people, possessed the legal status of servants.18. According to the passage, the Handlins have argued which of thefollowing about the relationship between racial prejudice and the institution of legal slavery in the English colonies of North America?A. Racial prejudice and the institution of slavery arose simultaneously.B. Racial prejudice most often the form of the imposition of inheritedstatus, one of the attributes of slavery.C. The source of racial prejudice was the institution of slavery.D. Because of the influence of the Roman Catholic Church, racialprejudice sometimes did not result in slavery.19. The passage suggests that the existence of a Roman conception ofslavery in Spanish and Portuguese colonies had the effect of _________.A. extending rather than causing racial prejudice in these coloniesB. hastening the legalization of slavery in these colonies.C. mitigating some of the conditions of slavery for black people in these coloniesD. delaying the introduction of slavery into the English colonies20. The author considers the explanation put forward by Freyre andTannenbaum for the treatment accorded B lack slaves in the English colonies of North America to be _____________.A. ambitious but misguidedB. valid有根据的but limitedC. popular but suspectD. anachronistic过时的,时代错误的and controversialUNIT 2Text AThe sea lay like an unbroken mirror all around the pine-girt, lonely shores of Orr’s Island. Tall, kingly spruce s wore their regal王室的crowns of cones high in air, sparkling with diamonds of clear exuded gum流出的树胶; vast old hemlocks铁杉of primeval原始的growth stood darkling in their forest shadows, their branches hung with long hoary moss久远的青苔;while feathery larches羽毛般的落叶松,turned to brilliant gold by autumn frosts, lighted up the darker shadows of the evergreens. It was one of those hazy朦胧的, calm, dissolving days of Indian summer, when everything is so quiet that the fainest kiss of the wave on the beach can be heard, and white clouds seem to faint into the blue of the sky, and soft swathing一长条bands of violet vapor make all earth look dreamy, and give to the sharp, clear-cut outlines of the northern landscape all those mysteries of light and shade which impart such tenderness to Italian scenery.The funeral was over,--- the tread鞋底的花纹/ 踏of many feet, bearing the heavy burden of two broken lives, had been to the lonely graveyard, and had come back again,--- each footstep lighter and more unconstrained不受拘束的as each one went his way from the great old tragedy of Death to the common cheerful of Life.The solemn black clock stood swaying with its eternal ―tick-tock, tick-tock,‖ in the kitchen of the brown house on Orr’s Island. There was there that sense of a stillness that can be felt,---such as settles down on a dwelling住处when any of its inmates have passed through its doors for the last time, to go whence they shall not return. The best room was shut up and darkened, with only so much light as could fall through a little heart-shaped hole in the window-shutter,---for except on solemn visits, or prayer-meetings or weddings, or funerals, that room formed no part of the daily family scenery.The kitchen was clean and ample, hearth灶台, and oven on one side, and rows of old-fashioned splint-bottomed chairs against the wall. A table scoured to snowy whiteness, and a little work-stand whereon lay the Bible, the Missionary Herald, and the Weekly Christian Mirror, before named, formed the principal furniture. One feature, however, must not be forgotten, ---a great sea-chest水手用的储物箱,which had been the companion of Zephaniah through all the countries of the earth. Old, and battered破旧的,磨损的, and unsightly难看的it looked, yet report said that there was good store within which men for the most part respect more than anything else; and, indeed it proved often when a deed of grace was to be done--- when a woman was suddenly made a widow in a coast gale大风,狂风, or a fishing-smack小渔船was run down in the fogs off the banks, leaving in some neighboring cottage a family of orphans,---in all such cases, the opening of this sea-chest was an event of good omen 预兆to the bereaved丧亲者;for Zephaniah had a large heart and a large hand, and was apt有…的倾向to take it out full of silver dollars when once it went in. So the ark of the covenant约柜could not have been looked on with more reverence崇敬than the neighbours usually showed to Captain Pennel’s sea-chest.1. The author describes Orr‟s Island in a(n)______way.A.emotionally appealing, imaginativeB.rational, logically preciseC.factually detailed, objectiveD.vague, uncertain2.According to the passage, the “best room”_____.A.has its many windows boarded upB.has had the furniture removedC.is used only on formal and ceremonious occasionsD.is the busiest room in the house3.From the description of the kitchen we can infer that thehouse belongs to people who_____.A.never have guestsB.like modern appliancesC.are probably religiousD.dislike housework4.The passage implies that_______.A.few people attended the funeralB.fishing is a secure vocationC.the island is densely populatedD.the house belonged to the deceased5.From the description of Zephaniah we can see thathe_________.A.was physically a very big manB.preferred the lonely life of a sailorC.always stayed at homeD.was frugal and saved a lotText BBasic to any understanding of Canada in the 20 years after the Second World War is the country' s impressive population growth. For every three Canadians in 1945, there were over five in 1966. In September 1966 Canada's population passed the 20 million mark. Most of this surging growth came from natural increase. The depression of the 1930s and the war had held back marriages, and the catching-up process began after 1945. The baby boom continued through the decade of the 1950s, producing a population increase of nearly fifteen percent in the five years from 1951 to 1956. This rate of increase had been exceeded only once before in Canada's history, in the decade before 1911 when the prairies were being settled. Undoubtedly, the good economic conditions of the 1950s supported a growth in the population, but the expansion also derived from a trend toward earlier marriages and an increase in the average size of families; In 1957 the Canadian birth rate stood at 28 per thousand, one of the highest in the world. After the peak year of 1957, thebirth rate in Canada began to decline. It continued falling until in 1966 it stood at the lowest level in 25 years. Partly this decline reflected the low level of births during the depression and the war, but it was also caused by changes in Canadian society. Young people were staying at school longer, more women were working; young married couples were buying automobiles or houses before starting families; rising living standards were cutting down the size of families. It appeared that Canada was once more falling in step with the trend toward smaller families that had occurred all through theWestern world since the time of the Industrial Revolution. Although the growth in Canada’s population had slowed down by 1966 (the cent), another increase in the first half of the 1960s was only nine percent), another large population wave was coming over the horizon. It would be composed of the children of the children who were born during the period of the high birth rate prior to 1957.6. What does the passage mainly discuss?A. Educational changes in Canadian society.B. Canada during the Second World War.C. Population trends in postwar Canada.D. Standards of living in Canada.7. According to the passage, when did Canada's baby boom begin?A. In the decade after 1911.B. After 1945.C. During the depression of the 1930s.D. In 1966.8. The author suggests that in Canada during the 1950s____________.A. the urban population decreased rapidlyB. fewer people marriedC. economic conditions were poorD. the birth rate was very high9. When was the birth rate in Canada at its lowest postwar level?A. 1966.B. 1957.C. 1956.D. 1951.10. The author mentions all of the following as causes of declines inpopulation growth after 1957 EXCEPT_________________.A. people being better educatedB. people getting married earlierC. better standards of livingD. couples buying houses11.I t can be inferred from the passage that before the IndustrialRevolution_______________.A. families were largerB. population statistics were unreliableC. the population grew steadilyD. economic conditions were badText CI was just a boy when my father brought me to Harlem for the first time, almost 50 years ago. We stayed at the hotel Theresa, a grand brick structure at 125th Street and Seventh avenue. Once, in the hotel restaurant, my father pointed out Joe Louis. He even got Mr. Brown, the hotel manager, to introduce me to him, a bit punchy强力的but still champ焦急as fast as I was concerned.Much has changed since then. Business and real estate are booming. Some say a new renaissance is under way. Others decry责难what they see as outside forces running roughshod肆意践踏over the old Harlem. New York meant Harlem to me, and as a young man I visited it whenever I could. But many of my old haunts are gone. The Theresa shut down in 1966. National chains that once ignored Harlem now anticipate yuppie money and want pieces of this prime Manhattan real estate. So here I am on a hot August afternoon, sitting in a Starbucks that two years ago opened a block away from the Theresa, snatching抓取,攫取at memories between sips of high-priced coffee. I am about to open up a piece of the old Harlem---the New York Amsterdam News---when a tourist。

智慧之沙,信仰之火--西藏沙范铸铜法

智慧之沙,信仰之火--西藏沙范铸铜法

智慧之沙,信仰之火——西藏沙范铸铜法黄峰(苏州工艺美术职业技术学院江苏苏州215104)摘要大而化小,是沙范铸铜法的原则,沙的韧性,是沙范铸铜法的智慧。

沙范制模的原则就是必须片段化处理,即大而化小,化整为零,模具会变得很多,这就要翻制一批铸造一批,打磨一批,不可奢望一蹴而就。

水可以凝结、修补脱落的沙子,火可以使沙子变硬,这就是利用天然有效的朴素方法,来完成杰作的思想。

关键词沙模沙阴模琢磨烘烤中图分类号:K875.6文献标识码:ASand Wisdom,Faith Fire——Tibet Schavan Bronze ActHUANG Feng(Suzhou Art&Design Technology Institute,Suzhou,Jiangsu215104)Abs tra ct Large to small is the principle of bronze Schavan,toughness sand is the wisdom of bronze Schavan.S chavan mol-ding principle is the need to deal with fragmentation,that large of small,decentralized,mold will become many,it is necessaryto clone a number of casting batch grinding group,can not expect overnight.Water can condense,repair off the sand,fire can harden the sand,which is simple and effective use of natural methods to complete the masterpiece of thought.Ke y words sand mold;sand female mold;pondering;bake所谓沙范法,李晓岑、袁凯峥两位学者针对金属工艺已经做过云南德钦藏族传统铜佛像熔模铸造工艺调查,在拉萨和昌都地区考察过“昌都工匠群”,也介绍过沙范法的一般流程,并且从地域和历史的角度做过针对失蜡铸造、陶范法和沙范法的相互比较(《中国藏学》2012年03期)。

自然形成沙丘英文作文

自然形成沙丘英文作文

自然形成沙丘英文作文英文:Natural sand dunes are formed by a combination of wind, sand, and vegetation. The process begins with the accumulation of sand particles in a particular area, usually near a beach or desert. As the wind blows, it picks up the sand particles and carries them along. When the wind encounters an obstacle, such as a rock or a plant, it slows down and deposits the sand particles.Over time, the sand particles continue to accumulate, forming a mound. As the mound grows, it begins to take on a characteristic shape, with a steep slope on the windward side and a gentler slope on the leeward side. This shape is known as a barchan dune.As more sand accumulates, the dune may grow larger and take on a different shape. For example, a transverse duneis a long, straight ridge of sand that is perpendicular tothe prevailing wind direction. A star dune, on the other hand, has arms that radiate out from a central point, giving it a star-like shape.Vegetation plays an important role in the formation of sand dunes. Plants such as beach grass or desert shrubs can help trap sand particles and stabilize the dunes. Without vegetation, the sand dunes would be more vulnerable to erosion and would be less likely to form.中文:自然形成的沙丘是由风、沙和植被的相互作用而形成的。

desert词根

desert词根

desert词根The term "desert" derives from the Latin word "desertum", which means a barren or abandoned place. It refers to a dry, arid, and often inhospitable landmass, usually defined by limited precipitation and sparse vegetation. The desert ecosystem has its unique characteristics, and numerous words and concepts are associated with the root "desert". Let's delve into some of these terms and explore their significance.1. Desertification: It refers to the process in which a fertile land undergoes degradation and transforms into a desert. Typically caused by human activities like overgrazing, deforestation, and improper irrigation, desertification leads to the loss of vegetation, soil erosion, and reduced water availability.2. Desert flora and fauna: Despite the harsh conditions, deserts support a variety of plants and animals that have adapted to the extreme environment. The root "desert" is often used to describe species that are uniquely suited for desert habitats, such as the saguaro cactus, Joshua tree, Gila monster, and dromedary camel.3. Oasis: Derived from the Arabic word "wādī" meaning "river valley," oasis refers to a small fertile area within a desert. Usually formed around a water source, oases provide relief to the barren surroundings and tend to support lush vegetation, making them essential for human settlement and animal survival.4. Nomads: The desert nomads are people who, traditionally, leada migratory life, constantly moving from one place to another within the desert region. Depending on the availability of resourceslike water and pasture, nomads practice herding livestock and rely on their animals for sustenance. The lifestyle of desert nomads differs from settled communities, emphasizing survival skills, adaptability, and knowledge of the desert terrain.5. Sand dunes: A hallmark feature of deserts, sand dunes are large mounds of sand shaped by wind and water. They come in various forms, including crescent-shaped barchan dunes, linear transverse dunes, and star-shaped parabolic dunes. Sand dunes are not only significant geological features but also provide habitats for unique plants and animals that have adapted to the shifting sands.6. Mirage: In desert landscapes, the phenomenon of mirage is commonly observed. It is an optical illusion caused by the refraction of light, resulting in the appearance of water or objects that are not actually present. Mirages can be particularly deceiving for travelers, as they create a false perception of relief and can lead to disorientation.7. Xerophyte: Derived from the Greek words "xēros" (dry) and "phyton" (plant), xerophytes are plants that have adapted to survive in dry habitats with limited water availability. These plants typically possess traits like succulence, reduced leaf surface area, deep root systems, and specialized water-saving mechanisms to thrive in the arid conditions of deserts.8. Erg: Erg term is used for vast areas covered with sand dunes and not much vegetation that is commonly found in the Sahara desert. Ergs are dynamic landscapes, with wind constantly reshaping the dunes and shifting their location. These sandy expanses can bestarkly beautiful but also pose significant challenges for travelers due to the lack of landmarks and orientation points.9. Aridity: Aridity refers to the characteristic of being very dry or lacking rainfall. Deserts are often associated with high levels of aridity, where evaporation rates exceed precipitation, leaving the land parched. Arid regions pose challenges for agriculture, as water scarcity limits crop production, and special irrigation techniques are required to support plant growth.10. Desertification control methods: With desertification being a significant environmental challenge, various methods are employed to control or mitigate its effects. Examples include afforestation (planting trees to counteract soil erosion), sand dune stabilization (using fences or vegetation to prevent the movement of sand), and water conservation techniques (e.g., drip irrigation, rainwater harvesting).In conclusion, the word "desert" and its associated terms are often used to describe unique geographical features, ecosystems, and human adaptations in arid environments. From desertification and oasis to mirage and xerophyte, understanding these terms helps us appreciate the complexity and diversity of desert ecosystems and the challenges associated with living in these extreme environments.。

最小转弯直径英文

最小转弯直径英文

最小转弯直径英文The minimum turning diameter is a critical measurement in the field of automotive engineering, representing thesmallest circle a vehicle can make while turning at a fulllock of the steering wheel. This parameter is essential for assessing the maneuverability of a vehicle, particularly in tight spaces or during emergency situations.In urban environments where space is at a premium, a vehicle with a smaller minimum turning diameter is highly desirable. It allows for easier parking, navigating narrow streets, and making quick turns without the need for multiple maneuvers. Manufacturers often strive to minimize this measurement in their vehicle designs, incorporating features such as compact wheelbases and responsive steering systems.For instance, compact cars and mini-vans are designedwith a focus on reducing the minimum turning diameter to enhance their suitability for city driving. On the other hand, larger vehicles like trucks and buses have a larger minimum turning diameter due to their size and weight, which can make them less agile in confined areas.The minimum turning diameter is also a safety feature. In situations where quick evasive action is necessary, such as avoiding an obstacle on the road, a vehicle with a smaller turning diameter can make the difference between a safe maneuver and a collision.In conclusion, the minimum turning diameter is a fundamental aspect of vehicle design that impacts both the practicality and safety of a car. It is a key consideration for drivers, especially those who frequently navigate congested urban areas.。

最小包装的英文单词

最小包装的英文单词

最小包装的英文单词In the vast expanse of the English language, there exists a peculiar word that stands out for its brevity. "I" is a minimalistic yet powerful word, often the subject ofcountless narratives.This single-letter word carries the weight ofindividuality, encapsulating the essence of self. It's a word that, despite its simplicity, can express a multitude of emotions and perspectives.In literature, "I" is frequently the protagonist's voice, a beacon of personal experience and introspection. It's the starting point of self-discovery and the cornerstone of identity.However, "I" is not just a word; it's a symbol of autonomy and self-expression. It's the first-personperspective that allows us to dive deep into the human experience, to understand the world from a singular viewpoint.In the realm of communication, "I" is a tool forasserting oneself, for taking ownership of one's thoughts and actions. It's the voice that speaks truth to power, that stands up for what one believes in.Yet, the word "I" also teaches us about humility. It reminds us that while we are unique, we are also part of alarger whole, connected to others in ways both seen and unseen.In essence, "I" is a testament to the complexity of the human spirit. It's a word that, despite its minimal packaging, holds a universe of meaning within its single letter.。

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a r X i v :0705.1778v 1 [c o n d -m a t .o t h e r ] 14 M a y 2007Minimal size of a barchan duneE.J.R.Parteli 1,O.Dur´a n 1and H.J.Herrmann 2,31.Institut f¨u r Computerphysik,ICP,Universit¨a t Stuttgart,Pfaffenwaldring 27,70569Stuttgart,Germany.2.Institut f¨u r Baustoffe,ETH H¨o nggerberg,HIF E 12,CH-8093,Z¨u rich,Switzerland.3.Departamento de F´ısica,Universidade Federal do Cear´a -60455-760,Fortaleza,CE,Brazil.(Dated:February 1,2008)Barchans are dunes of high mobility which have a crescent shape and propagate under conditions of unidirectional wind.However,sand dunes only appear above a critical size,which scales with the saturation distance of the sand flux [P.Hersen,S.Douady,and B.Andreotti,Phys.Rev.Lett.89,264301(2002);B.Andreotti,P.Claudin,and S.Douady,Eur.Phys.J.B 28,321(2002);G.Sauermann,K.Kroy,and H.J.Herrmann,Phys.Rev.E 64,31305(2001)].It has been suggested by P.Hersen,S.Douady,and B.Andreotti,Phys.Rev.Lett.89,264301(2002)that this flux fetch distance is itself constant.Indeed,this could not explain the proto size of barchan dunes,which often occur in coastal areas of high litoral drift,and the scale of dunes on Mars.In the present work,we show from three dimensional calculations of sand transport that the size and the shape of the minimal barchan dune depend on the wind friction speed and the sand flux on the area between dunes in a field.Our results explain the common appearance of barchans a few tens of centimeter high which are observed along coasts.Furthermore,we find that the rate at which grains enter saltation on Mars is one order of magnitude higher than on Earth,and is relevant to correctly obtain the minimal dune size on Mars.PACS numbers:45.70.-n,45.70.QjI.INTRODUCTIONDunes are beautiful sand patterns formed by the wind,and are found in deserts,and also along coasts.Dunes have different sizes and shapes which depend on the con-ditions of wind and sand.The simplest and best under-stood dunes are the barchans [1,2,3,4,5,6,7,8,9,10,11,12].These dunes appear under conditions of uni-directional wind and low sand availability.They have a windward side,two horns,and a slip face at the lee side,where avalanches take place (fig.1a).Barchans are sub-ject of scientific and also environmental interest because of their high rate of motion.For instance,barchan dunes 1−5m high may cover 30−100m in a year.Such dunes are found very often on coasts,where they emerge from the sea sand,the grains of which,after being deposited onto the beach,dry and are thereafter transported by the wind.Yet,barchans nucleate only when a sand heap reaches a minimal size,a process which is still poorly understood [10,13,14,15].The grains that form sand dunes are carried by the wind through saltation [1]:When the shear velocity u ∗of the wind exceeds the threshold friction speed for sand transport,grains are lifted out of the sand bed and en-trained into motion.These grains are next accelerated downwind,impacting after a certain distance ℓback onto the ground (fig.1b).After a grain-bed collision,other grains may be ejected in a splash [16,17,18]from the sur-face,which yields a cascade process in which the number of grains in saltation increases exponentially.However,the momentum transfer from the air to the grains yields a deceleration of the wind (“feedback effect”[19])which leads to flux saturation (fig.1c).When the slope of the surface exceeds the angle of repose,θr ≈34◦,a slip faceFIG.1:a.Sketch of a barchan dune showing the windward side,horns and slip face.In the inset we see the definitions of dune width W and length L .b.Schematic diagram with the main elements of saltation.The number of ejected grains (indicated by dashed arrows)is proportional to the velocity of the impacting grain,v imp [16],which is of the order of the average grain velocity v [14].The mean saltation length of the grains is defined as ℓ.c.Behaviour of the sand flux q as a function of horizontal distance x .The characteristic length of flux saturation is called saturation length,ℓs .is developed.The characteristic distance to reach flux saturation is called saturation length ℓs (fig.1c),and determines the minimal size of dunes.The saturation length increases with the length of the saltating trajectories,ℓ,which in turn scales with ℓdrag ≡dρgrain /ρfluid ,where d is the mean diameter of the grains,ρgrain is their density,ρfluid is the density of the driving fluid,and ℓdrag is the distance within which a sand grain lifted from the bed reaches the wind velocity [13].The proportionality between the min-2FIG.2:Barchan dunes in Morocco.Image from the World Wide Web.imal dune size and the saltation length andℓdrag has been verified inthefield and also in the laboratory.Hersen et al.(2002)[10],supported by previously reported mea-surements on several terrestrial barchan dunefields,ob-served that the smallest dunes have heights of the order ofℓdrag,and that the minimal width W min of a barchan dune is approximately20timesℓdrag.Since the sand of aeolian dunes is constituted by quartz grains of mean di-ameter d=250µm and densityρgrain=2650kg/m3, we obtain,using the air densityρfluid=1.225kg/m3,ℓdrag(and therefore H min)≈50cm,and W min around 10m(fig.2).It is somewhat intriguing that Hersen etal.(2002)[10]couldfind a similar relation for the min-imal size of aquatic dunes although saltation in water is much attenuated because of the high density of the driv-ingfluid[10].In their experiment,they found dunes800times smaller than the aeolian dunes,sinceρfluid of water is103kg/m3.As observed recently,there are other physical variables besidesℓdrag which appear relevant to explain the scale ofdunes[15].Barchans are also found on Mars,where the atmospheric density is100times smaller than on earth.Because the mean grain diameter d=500µm[20]and densityρgrain≈3200kg/m3are not very different from the earth’s,we would expect dunes on Mars to be ac-cordingly200times larger,and at least around2km inwidth,sinceℓdrag on Mars is nearly100m.However,wefind on Mars dunes of only a few hundred meters in width (fig.3).On the basis of this surprising inconsistence,it has been suggested that still unknown microscopic prop-erties of the martian saltation must be understood and taken into account in order to correctly predict the size of dunes on Mars[15].Recently,much understanding has been gained through dune modellization,which encompasses the main ingredients of the physics of dunes and accounts forflux FIG.3:Mars Global Surveyor(MGS)Mars Orbiter Cam-era(MOC)images of Mars dunes. a.Barchan dunes in the Arkhangelsky Crater(42◦S,25◦W).In b.,c.and d.we see north polar dunes in(76.3◦N,263.5◦W),(76.6◦N,255.9◦W) and(71.7◦N,51.3◦W),respectively.We see that very small dunes do not display slip face or horns.saturation[14,21].This model reproduces quantitatively the shape of barchan dunes measured in thefield,and correctly predicts the sandflux and wind profile over dunes,their velocity and also the scale dependence of their shape[22,23].In the present work,we use the dune model to calculate how small a barchan can be, and wefind that the size and the shape of the minimal dune depend on the wind shear velocity and on the sand flux at the interdune[1,11,24,25,26].Furthermore,we present thefirst three dimensional calculation of dunes on Mars.The dune model and the calculation procedure are de-scribed,respectively,in sections II and III.In section IV we present and discuss our results.In Section V,we ex-tend the calculations to Mars.A summary of our main3 conclusions is given in section VI.II.THE DUNE MODELHere we give a brief presentation of the dune model,and refer to refs.[14,21,23]for a more extensive de-scription.The fundamental idea of the model is to consider thebed-load as a thinfluid-like granular layer on top of animmobile sand bed.This picture is based on the originalidea of Bouchaud et al.(1994)[27]who proposed a modelfor the motion of grains during avalanches on sand piles,which has been latter adapted for the modelling of dunes[21].The dune model combines an analytical descriptionof the average turbulent wind velocityfield above thedune with a continuum saltation model which allows forsaturation transients in the sandflux.A.Wind shear stressSand transport takes place near the surface,in the tur-bulent boundary layer of the atmosphere[25].In thisturbulent layer,the wind velocity u(z)at a height z maybe written as:u(z)=u∗z0,(1)whereκ=0.4is the von K´a rm´a n constant,u∗is the wind shear velocity,which is used to define the shear stressτ=ρfluid u2∗,and z0is the aerodynamic roughness.u∗and z0 are two independent variables which may be determined experimentally.One way to obtain them is to measure the wind velocity at different heights z,and to plot the data as a linar-log curve u(z)vs log z.The inclination of the straight line of thefit is the shear velocity u∗,and the value of z for which u(z)=0is the roughness z0. This method has been applied for instance to determine the wind profile,shear velocity and surface roughness at the Pathfinder landing site on Mars[26].For sand transport to occur,the wind shear velocity must exceed a threshold value u∗t which is,on Earth, around0.22m/s[25].This minimal shear velocity de-pends on the grain diameter,the density of the grains and of thefluid,gravity,and also on the packing of grains[28], and is predicted to be almost ten times larger on Mars [29].On the other hand,the aerodynamic roughness z0is still subject of research[30,31].It is distinguished fromthe roughness z sand0which is of the order of a few tens ofmicrons,and which is due to the microscopicfluctuations of the sand bed when the grains are at rest.z0means the“apparent”roughness which is a consequence of the motion of saltating grains.Bagnold(1941)[1]already ob-served that z0must be larger than z sand0,and increases ifthere are pebbles or rocks.A value of z0close to1.0mm has been often reported from measurements of saltation on a sand bed[25],while on Mars z0is larger,around1.0 cm[26].According to eq.(1),the wind velocity over aflat surface increases logarithmically with the height above the ground.A dune or a smooth hill can be considered as a perturbation of the surface that causes a perturbation of the airflow over the hill.In the dune model,the shear stress perturbation is calculated in two dimensional Fourier space using the algorithm of Weng et al.[32] for the componentsτx andτy,which are,respectively, the components parallel and perpendicular to the wind direction.The following expressions hold for the Fourier-transformed shear stress perturbation components:˜ˆτx(k x,k y)=2h(k x,k y)k2xln(l/z0) ,(2) and˜ˆτy(k x,k y)=2h(k x,k y)k x k yk2x+k2y,Γ=0.577216(Euler’s constant)and L is the characteristic length of a hill[33].It is defined as the horizontal distance between the crest,which is the posi-tion of maximum height H max,and the position of the windward side where the height is H max/2.The variable L is computed iteratively,i.e.it is not a constant param-eter but depends on the size of the hill at each iteration. U(l)=u(l)/u(h m)is the undisturbed logarithmic profile (1)calculated at height l,which is given byl=2κ2Llog L/z0,which separates the middle and up-perflow layers[33].The shear stress in the direction i (i=x,y)is then given by:τi=ˆi[τ0(1+ˆτi)],(5) whereτ0is the undisturbed air shear stress over theflat ground.From the shear stress,the sandflux is calculated according to the continuum saltation model[14].In what follows,we give a brief presentation of the sand transport equations and refer to Sauermann et al. (2001)[14]and Schw¨a mmle and Herrmann(2005)[23] for the extensive derivation of the saltation model.B.Continuum saltation model for sand transportThe saltation model is derived from the mass and mo-mentum conservation in presence of erosion and external4 forces.The sand bed represents an open system whichcan exchange grains with the saltation layer,and the ero-sion rateΓat any position(x,y)on the bed must balancethe local change of the sandflux, ∇· q[14].The erosion rate is defined by the difference betweenthe verticalflux of grains leaving the bed and the rateφat which grains impact onto the bed:Γ=φ(n−1),(6)where n is the average number of splashed grains.Theflux of saltating grains reduces the air born shear stressτa(“feedback effect”).At saturation,the number of ejectanearly compensates the number of impacting grains(n=1),andτa is just large enough to sustain saltation,i.e.τa is close to the thresholdτt=ρfluid u2∗t[19].In thismanner,we write n as a function n(τa/τt)with n(1)=1.Expansion of n into a Taylor series up to thefirst orderterm at the threshold yieldsn=1+γ τaℓγ τaℓγ τ−τgℓγ τ−τtτt ==| q|τt 1−τgℓγτ−τtτ−τt ,where we can identify two important physical quantities: the saturation lengthℓs=[ℓ/γ]τt/(τ−τt),and the satu-rated sandflux q s=(τ−τt)ℓ/∆v hor.The mean saltation lengthℓis defined as the length of a ballistic trajectory[14]:ℓ=v eje z(2 v /g),where v eje z is the initial vertical velocity,g is gravity and v is the average grain velocity,which is independent of the shear velocity u∗,and is calculated as explained below.Fur-ther,v eje z=α∆v hor,whereαis an effective restitution coefficient for the grain-bed interaction[14].In this man-ner,ℓ=(1/r)[2 v 2α/g],where r≡ v /∆v hor.In this manner,the saturation length is then written:ℓs=ℓτ−τt =1(u∗/u∗t)2−1==1(u∗/u∗t)2−1,(8)while the following expression is obtained for the satu-rated sandflux q s:q s=2α vgu2∗t (u∗/u∗t)2−1 .(9)The resulting equation for the sandflux is a differential equation that contains the saturatedflux q s at the steady state(eq.9)and the saturation lengthℓs(eq.8):∇· q=1q s .(10) The mean velocity of the saltating grains, v ,is deter-mined from the balance between the drag force acting on the grains,the loss of momentum when they impact onto the ground,and the downhill force.To calculate v we need indeed to take into account the modification of the airflow due to the presence of the saltating grains.How-ever,the model equations do not account for the complex velocity distribution within the saltation layer.Instead, a reference height z1is taken,between the ground at theroughness height z sand=d/20[34]and the mean salta-tion height z m,at which the“effective”wind velocity in the equilibrium, u eff,is calculated[34]:u eff=u∗tz sand+2 z m u2∗| u∗|.(11)Next,the grain velocity, v,is calculated numerically from the equation[14]:3ρgrainC d2α| v|−g∇h=0.(12)The grain velocity obtained from eq.(12)is in fact the average grain velocity at the steady state,i.e.| v|= v , since u effis the reduced wind velocity afterflux satu-ration has been achieved[14].In the simple case of the two-dimensionalflow over a sand bed,we obtain v =u eff−v f/√5α,z mand z 1are obtained from the expressions derived in ref.[34].On the other hand,we can obtain the constant rγfrom measurements of the saturation length.Sauermann et al.(2001)have determined it from reported measurements and microscopic simulations of saltation [35,36,37],and found rγ≈0.2[14].So far we could not estimate r or γseparately and it is the quantity rγwhich can be obtained from comparison with experimental data.However,a simple argument shows that,while γincreases with the amount of splashed grains,r should not be much different on Mars [38].The steady state is assumed to be reached instanta-neously,since it corresponds to a time scale several orders of magnitude smaller than the time scale of the surface evolution.Thus,time dependent terms are neglected.C.Surface evolutionThe surface is eroded wherever the sand flux increases in the direction of wind flow,and sand deposition takes place if the flux decreases.The time evolution of the topography h (x,y,t )is given by the mass conservation equation:∂hρsand∇· q ,(13)where ρsand =0.62ρgrain is the mean density of the im-mobile sand which constitutes the sand bed [14].Ifsand deposition leads to slopes that locally exceed the angle of repose θr ≈34◦,the unstable surface relaxes through avalanches in the direction of the steepest de-scent.Avalanches are assumed to be instantaneous since their time scale is negligible in comparison with the time scale of the dune motion.For a dune with slip face,flow separation occurs at the brink,which represents a discontinuity of the sur-face.The flow is divided into two parts by streamlines connecting the brink with the ground.These stream-lines define the separation bubble,inside which eddies occur [21].In the model,the dune is divided into slices parallel to wind direction,and for each slice,the separa-tion streamline is identified.Each streamline is fitted by a third order polynomial connecting the brink with the ground at the reattachment point as described by Kroy et al.(2002)[21].Inside the separation bubble,the wind shear stress and sand flux are set to zero.The simulation steps may be summarized as follows:(i)the shear stress over the surface is calculated using the algorithm of Weng et al.(1991)[32];(ii)from the shear stress,the sand flux is calculated using eq.(10),where the saturation length ℓs and the saturated sand flux q s are calculated from expressions (8)and (9),respectively;(iii)the change in the surface height is computed from mass conservation (eq.(13))using the calculated sand flux;and (iv)avalanches occur wherever the inclinationFIG.4:The initial surface is a gaussian hill of height H and characteristic length σ.exceeds 34◦,then the slip face is formed and the separa-tion streamlines are introduced.Calculations consist of the iterative computation of steps (i)−(iv).III.CALCULATIONSWe perform calculations with open boundaries,and uni-directional wind of friction speed u ∗and a constant sand influx q in at the inlet.The influx is interpreted as the average interdune flux in a dune field.The dune size depends on the initial volume of sand,but its shape does not depend on the initial topography.We use the simplest initial surface,which is a gaussian hill of height H and characteristic length σas shown in fig. 4.The gaussian shape evolves until it achieves a final barchan shape,which is a consequence of the shear velocity u ∗and the influx q in .The shear velocity u ∗may have very different values depending on the location of the field [25,39].Illenberger and Rust (1988)found that rates of sand deposition can be ten times higher in coastal dune fields than those in mid-desert sand seas,due to the abundant sand supply on sandy beaches and the higher energy of coastal winds [40].In our calculations,the important quantity is the shear velocity associated with the typical value of u ∗/u ∗t conditioned by u ∗/u ∗t >1.0.The typical u ∗,is thus,an average over the values of wind friction speed above the threshold u ∗t .While the typical u ∗is around 0.32m /s (u ∗/u ∗t ≈1.45)at the barchan field in Qatar [6],it is close to 0.39m /s (u ∗/u ∗t ≈1.8)at Jericoacoara and Len¸c ´o is Maranhenses in northeastern Brazil [22,41,42].On the other hand,the interdune flux has been subject of field measurements [5,24]and may vary significantly even in the same area [24].It depends on the amount of loose sand available between dunes,on the size and distribution of large immobile particles,humidity and the presence of sparse vegetation.The flux between barchans in a field is normally smaller than 50%of the maximum flux [24].Here we investigate for the first time using three di-mensional calculations of barchan dunes how the field variables influence the minimal dune size.In particular,we look for the smallest barchan dune for each set of {u ∗/u ∗t ,q in /q s }.Below this minimal dune size,the hill has neither a slip face nor horns,and is called a dome .We also want to investigate how the shape of the mini-6mal dune depends on the wind strength and the flux in the interdune area.In our calculations,we set a constant value of sand influx q in at the inlet,which is a small frac-tion of q s and is considered,for simplicity,homogeneous along the y axis (perpendicular to sand transport).To determine the minimal size,we perform simulations of dunes of different sizes,where we begin with sand hills of different heights H with a constant H/σ≈0.2.The dimensions of the largest dune below which slip face and horns are absent define the minimal dune size.This procedurefinds immediate application in Plane-tary Science.Figure 3shows images of Mars dunes sent by the Mars Global Surveyor (MGS)Mars Orbiter Cam-era (MOC).We see that Mars barchan dunes have differ-ent shapes,and that the size and the shape of the domes and of the dunes are particular for each field.In fact,the properties of Mars dunes are related to the specific condi-tions of wind and flux in the field [11].Although circula-tion models have been applied to estimate the strength of martian winds,very few data from in situ measurements are available,and no estimation has been reported for areas with barchans on Mars.It is also not possible to determine the sand flux which forms Mars dunes since rovers never landed on barchan dune fields.Modelliza-tion of Mars dunes may help significantly to understand the wind behaviour on Mars,and may also yield informa-tions about microscopic properties of the martian sand transport.In the next section,we present the results of our calcu-lations for terrestrial barchan dunes.We consider quartz grains with diameter d =250µm,since this is a repre-sentative value for the sand of barchan dunes [25].The other quantities which we need to solve the model equa-tions are the angle of repose of the sand,θr =34◦,and the density of the grains,ρgrain =2650kg /m 3;the gravity,g =9.81m /s;the density of the driving fluid,ρfluid =1.225kg /m 3;the dynamic viscosity of the air,η=1.8kg /m ·s,which is used to calculate the trajectories of the grains [34];and the minimal wind shear velocity for saltation,u ∗t =0.22m /s.IV.RESULTS AND DISCUSSIONThe shear velocity u ∗is the only of the studied field variables which explicitly enters expression (8)for the saturation length of the flux,ℓs .We expect the dimen-sions of the smallest dune obtained in calculations to de-crease with the shear velocity,since the saturation length also decreases with u ∗.We calculate the minimal width W min and length L min of the barchans for different values of u ∗between u ∗t and 2.3u ∗t .We notice that a value of 2.3u ∗t ≈0.5m /s is associated with a wind velocity of 8.6m /s or 31km /h at a height of 1m,using a roughness length z 0=1mm.Wind velocities larger than 8.0m /s are among the strongest measured on dune fields,and are found for instance in northeastern Brazil [41,42].As we can see in the main plot of fig.5,the minimalFIG.5:Main plot:Minimal dune width W min ,as a function of the relative shear velocity u ∗/u ∗t ,obtained with q in /q s =0.20.The lower inset shows the “excentricity”L min /W min .In the upper inset,we show L min (squares)and W min (dia-monds)as functions of the characteristic length of flux satu-ration,ℓs ,calculated with the corresponding values of u ∗/u ∗t in the main plot.The straight lines are displayed to show the linear increase of the dimensions of the minimal dune with the saturation length ℓs .dune width decreases from 13.0m to 3.0m if u ∗changes from 1.37u ∗t or 0.3m /s to 2.3u ∗t or 0.5m /s.On the basis of the result of fig.5,it is interesting that the smallest barchans found in the Len¸c ´o is Maranhenses in northeastern Brazil [42]have widths between 5and 10m.Wind shear velocities reported for that region reach values between 0.35and 0.45m /s (1.6and 1.9times u ∗t )[22,41,42].The result of the main plot of fig.5is a consequence of the expression obtained for the saturation length (eq.(8)),which is proportional to the mean saltation length ℓbut also decreases with the pre-factor γ[(u ∗/u ∗t )2−1]of the multiplication process of saltation.The denominator of eq.(8)gives the efficiency of the wind in carrying grains into saltation.This increases,in turn,with the relative wind strength (τ−τt )/τt and with the amount of grains available from grain-bed collisions —the faster the population of saltating grains in the air increases,the faster the flux saturates,and the shorter is the saturation length ℓs .The linear increase of the minimal dune width W min and length L min with ℓs can be seen in the upper inset of fig.5,where we see that the saturation length is the relevant length scale of barchan dunes.The width of the smallest barchan,W min ,is around 12−14times ℓs ,while the minimal dune length L min is approximately 22−24ℓs .In the lower inset of fig.5we see that the shape of the dome also changes with the shear velocity.We call L min /W min the “excentricity”of the smallest dune.Fur-FIG.6:In the box on top,we show dunes of width6.5,12,21 and48m,from the left to the right,calculated with u∗=0.36 m/s and q in/q s=0.2.Threshold shear velocity is u∗t=0.22 m/s.The main plot shows the linear relation between L and W for different values of shear velocity:u∗=0.3(circles), 0.36(squares),0.41(triangles)and0.46m/s(stars).The upper-left-hand-corner inset shows the excentricity L/W as a function of the dune width W for the corresponding values of u∗.In the bottom-right-hand-corner inset,we see that the width W of the dune increases with the height H in the same manner for all values of u∗.ther,we also see infig.6that dunes of different sizes have different excentricities L/W.Therefore,the quan-tity L min/W min is particular to the minimal dune,and is useful for the characterization of a dunefield. Therefore,we see that the strength of the wind plays a relevant role for the minimum size of dunes.Here it must be emphasized that the wind strength we consider is a mean value of the wind velocities(above the threshold) associated with sand transport.In a givenfield,the wind is normally veryfluctuating in time,a large fraction of which its velocity may be even below the threshold for saltation[25].Time series of wind speed measured in the field may be found for instance in refs.[43,44].The wind velocity u∗we use in our calculations is interpreted as a representative value of winds strong enough for saltation to occur—an average over the wind velocities above the threshold.Indeed,even in the samefield,dunes may display dif-ferent shapes.Dunes with asymmetries,for example, may be a result of small,localfluctuations in the wind direction and/or variations in the topography[11].Fur-ther,the shape of the dune depends on the amount of sand influx,as we call theflux at the interdune area for the downwind barchan,which may vary significantly in a dunefield[24].One factor which determines the sand influx is the dis-tribution of dunes upwind.While the netflux just after the slip face of a barchan dune is zero,theflux is nearly saturated at the tip of dune horns.The sand which leaves the horns is transported through the interdune area and reaches the windward side of the downwind dune.The amount of sand transported depends on several variables. First,it depends on the shape of the dune horns;dunes with thicker horns lose more sand.We notice that this property can only be captured in a three-dimensional cal-culation of dunes,since the horns are not included in a two-dimensional model[15,21].On the other hand,the sandflux which arrives at the dune depends on the trans-port properties of the interdune area.While interdune areas with vegetation and humidity may trap the sand, on bedrock,theflux is essentially conserved,while the sandflux on areas with much sand is saturated.Here we investigate the effect of the amount of incom-ing sand on the dune shape and the minimal dune size. First,we show infig.7a how different a barchan dune of width180m appears with different values of shear velocity and sand influx q in/q s from1to50%.Kroy et al.(2005)[15]have already shown that the aspect ratio H/L increases with u∗.Furthermore,there is an interest-ing feature which we can only see with three-dimensional calculations.The“slim”shape of barchans is character-istic for areas of low q in/q s,and as the influx increases, the dunes become“fat”.The differences between“slim”and“fat”barchan shapes have been noticed by Long and Sharp(1964)[3],who reported that these dunes also be-have differently.Long and Sharp(1964)observed that the“fat”barchans of the Imperial Valley,California,are the more“morphologically complex and areally larger dune masses”,and may be also a result of dune inter-action,coalescence and dune fusion.Their interpreta-tions are in accordance with our calculation results for a larger interduneflux and therefore a higher amount of sand(influx)at the upwind of barchans.Infig.7b,we show the shape of the smallest dunes obtained with different values of u∗/u∗t and q in/q s.Fur-thermore,fig.8shows the excentricity L min/W min of the smallest dune as a function of q in/q s for different values of u∗/u∗t.In the inset of thisfigure,we show the mini-mal dune width W min as a function of q in/q s.We see that the minimal dune width increases with the sand influx, and that the excentricity L min/W min decreases almost linearly with q in/q s.In summary,we conclude that the shape of the smallest dune provides a local indicative of the amount of mobile interdune sand in a barchanfield.V.MINIMAL DUNE SIZE ON MARSWe have applied the dune model to study dunes on Mars.In the context of barchan dunes study,Mars。

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