ACOUSTIC LOGGING GUIDED WAVES IN TRANSVERSELY ISOTROPIC FORMATIONS
|
|
- Hilary Charles
- 5 years ago
- Views:
Transcription
1 ACOUSTIC LOGGING GUIDED WAVES IN TRANSVERSELY ISOTROPIC FORMATIONS by K. J. Ellefsen, C. H. Cheng, and D.P. Schmitt" Earth Resurces Labratry Department f Earth, Atmspheric, and Planetary Sciences Massachusetts Institute f Technlgy Cambridge, MA ABSTRACT We have studied the velcity dispersin f guided waves in transversely istrpic frmatins. Theretical velcity dispersin curves were calculated with elastic cnstants based n labratry and field measurements and cmpared t dispersin curves fr istrpic frmatins having the same vertical p and S-wave velcities. The symmetry axis fr the transverse istrpy was parallel t the brehle. The differences between the phase velcities fr the transversely istrpic and istrpic frmatins depend n the type f wave, its frequency, and the amunt f anistrpy, and can be as high as 7 t percent. The changes in the phase velcity due t changes in the elastic cnstants f the frmatin (cn, C13, C33, C44, and C66) and the bulk mdulus f the brehle fluid (A) vary with frequency. In a hard frmatin, the tube wave's velcity is sensitive t C66 at lw frequencies, t C44 at high frequencies, and t A at all frequencies. The pseud Rayleigh wave is affected by C44 near its cutff frequency and by A at high frequencies. The flexural wave, which is generated by a shear wave lgging tl, is similarly affected by C44 at lw frequencies and by A at high frequencies. As the frmatin becmes sft, the effect f the elastic cnstants upn the phase velcity gradually changes. Like a hard frmatin, the tube wave's velcities in a mderately sft frmatin are primarily affected by C66 and A at lw frequencies, but the influence f C44 is much greater at high frequencies. Since array prcessing methds can accurately estimate the velcity dispersin f the guided waves ver a wide range f frequencies, sme elastic cnstants can be estimated. In a hard frmatin, the refracted P- and S-wave velcities uniquely determine C33 and C44, and an inversin can be used t estimate C66 and A. In a mderately sft frmatin, the refracted P-wave velcity determines C33, the flexural wave frm the 1 Nw at Etudes et Prductins Schlumberger, 26 Rue de la Cavee, Clamart, France
2 76 Ellefsen et al. shear wave lgging tl determines C44, and the tube wave's velcity dispersin can be used t estimate C66 and 'x. INTRODUCTION Knwledge f the mechanical prperties f a frmatin is useful in several areas f hydrcarbn explratin and prductin. In the cntext f elastic wave prpagatin, the mechanical prperties are described by elastic cnstants. These cnstants are currently used t estimate a frmatin's strength, which is imprtant infrmatin in fracturing and preventing cllapse during prductin, and t tie acustic lgging and seismic data, which is necessary fr reservir characterizatin and stratigraphic analysis away frm the brehle. The refracted P- and S-waves frm acustic lgging data are used frequently t determine the bulk and shear mduli, which adequately describe the dynamic behavir f istrpic rcks. Hwever, when a rck is transversely istrpic, which is quite cmmn fr many sedimentary rcks (Thmsen, 1986), the infrmatin frm these tw waves just is nt enugh t cmpletely characterize the mechanical prperties. T vercme this prblem, the guided waves might be used. By applying array prcessing methds t data cllected frm multi-receiver tls, accurate velcity dispersin curves fr the guided waves can be estimated. The imprtant questin is whether the dispersin curves fr the guided waves can be used t estimate the elastic cnstants f a transversely istrpic frmatin. Previus authrs had cnducted numerical studies t determine the effects f a transversely istrpic frmatin upn the acustic lgging wavefrms. White and Tngtaw (1981) studied the waves frm mnple and diple surces and determined hw the frmatin affects the velcities and amplitudes f the refracted waves. They als determined what elastic cnstants affect the tube wave at zer frequency and the pseud-rayleigh wave at its cutff frequency and suggested that this infrmatin culd be used t help determine the elastic cnstants. Chan and Tsang (1983) investigated acustic lgging in radially layered, transversely istrpic frmatins, and their wrk fcused n the refracted waves as White and Tngtaw's (1981) did. The purpse f this paper is t shw hw the phase velcities f the guided waves are affected by the mechanical prperties f transversely istrpic frmatins. Their effects upn the dispersin curves are emphasized by cmparing the curves t thse fr istrpic frmatins having the same vertical P- and S-wave velcities. Nrmalized partial derivatives f the phase velcity with respect t each elastic cnstant are calculated ver a brad range f frequencies. These derivatives shw the relatinship between the dispersin curves and the elastic cnstants and suggest which cnstants can be estimated. The analysis was cnducted fr a hard frmatin and a sft frma-
3 Guided Waves in Anistrpic Frmatins 77 tin, which have typical velcity dispersin curves. METHOD The brehle mdel used t study the prblem f acustic lgging in a transversely istpic medium cnsists f a fluid-filled, infinitely lng, cylindrical hle in an infinite frmatin (Figure 1). The fluid is described by its bulk mdulus (.x) and density (PJ), an istrpic frmatin by tw elastic cnstants (C33 and C44) and density (p), and a transversely istrpic frmatin by five elastic cnstants (en, CI3, C33, C44, and C66) and density (p). The axis f symmetry fr the transverse istrpy is parallel t the brehle. The fluid and frmatin are assumed t be hmgeneus and linearly elastic. The effect f the lgging tl will be ignred t simplify the analysis. Relating the elastic cnstants t varius velcities will help us study the velcity dispersins f the guided waves. In an istrpic frmatin, the P-wave velcity and cnsequently the refracted P-wave velcity are given by vc;,:;rp. Similarly the S-wave velcity and the refracted S-wave velcity are JC44/ p. In a transversely istrpic frmatin, the relatinship between the velcities and the elastic cnstants becmes quite cmplicated (see e.g., White, 1983), but in sme special directins the mathematical relatins simplify. Fr example, the velcities fr vertically prpagating (parallel t the axis f symmetry) P- and S-waves are JC33/ p and JC44/ p, respectively. These velcities als apply t the refracted P- and S-waves in the acustic lgging situatin (White and Tngtaw, 1981). In the hrizntal directin, the P-wave velcity is..;c;;rp, and the S-wave velcity is either JC44/ p r JC661 p depending upn its plarizatin. An imprtant issue is the extent t which the velcity dispersin curves fr the guided waves wuld change if a transversely istrpic frmatin is incrrectly assumed t be istrpic. The elastic mduli in istrpic rcks are determined by the refracted P- and S-waves in hard frmatins and by the refracted P-wave and flexural wave in sft frmatins. In cases where the shear wave lgging tl is nt available and thus there is n flexural wave measurement, frmatin shear wave velcities are smetime btained indirectly frm the tube wave velcities (Chen and Willen, 1984; Stevens and Day, 1986; Cheng and Tksz 1983). With nly this infrmatin, distinguishing between the istrpic and transversely istrpic frmatins is nt pssible. Therefre, an equivalent istrpic frmatin was defined as having the same vertical P- and S wave velcities as the transversely istrpic frmatin. The phase velcity fr guided waves in this equivalent frmatin was calculated using the perid equatin, and the grup velcity using Rayleigh's principle. The phase and grup velcities were calculated ver a brad frequency range fr tube, pseud-rayleigh, flexural, and screw (quadruple) waves in hard and sft, transversely istrpic frmatins and are cmpared t the velcities fr the equivalent
4 78 Ellefsen et al. istrpic frmatins. The hard and sft frmatins are the Green River shale and shale (5000), respectively, fr which the prperties are tabulated by Thmsen (1986). These tw examples were chsen because their velcities exhibit the general characteristics f many hard and sft transversely istrpic frmatins. The effects which the elastic cnstants have upn guided wave phase velcity are shwn by the partial derivatives f velcity with respect t the elastic cnstants. The derivatives are cmputed at cnstant frequency with Rayleigh's principle t avid numerical differentiatin. After nrmalizatin, the derivatives, which will be called sensitivities, have the frm ':; t~ in which c is the phase velcity and m is any elastic cnstant. The sensitivities can be interpreted as the percent change in phase velcity due t a ne percent change in the elastic cnstants. The sensitivities are cmputed fr the hard and sft, transversely istrpic frmatins. RESULTS AND DISCUSSIONS Hard Frmatin The phase and grup velcities fr the guided waves in a transversely istrpic, hard frmatin and an equivalent istrpic frmatin are shwn in Figure 2. In general, the shapes f the tw sets f curves are very similar. The phase and grup velcities f the guided waves in the transversely istrpic frmatin are generally higher than thse fr the equivalent istrpic frmatin, the nly exceptin being the grup velcity f the high frequency pseud-rayleigh wave. The cnsistently higher velcities are caused by the higher rigidity f the transversely istrpic frmatin in the hrizntal directin. The sensitivities fr the guided waves are shwn in Figure 3. Fr the tube wave, the effects f.x and C66 n the phase velcity are imprtant at lw frequencies but diminish as the frequency increases. Althugh the effect f C44 is negligible at lw frequencies, it increases at higher frequencies. By cmparisn, in an istrpic frmatin the effect f C44 is imprtant at lw frequencies and decreases with increasing frequency (Cheng et ai., 1982). Elastic cnstants Cn, C13, and C33 have little influence upn the tube wave's phase velcity. This behavir is similar t the istrpic case in which the frmatin P-wave velcity has little effect n the guided waves. The phase velcities f the pseud-rayleigh, flexural, and screw waves are entirely cntrlled by C44 near their cutff frequencies. This relatinship is expected because the velcity f the refracted S wave, assciated with these guided waves at their cutff frequencies, is determined by C44. As the frequency increases, the influence f C44 diminishes and that f.x increases, the latter becming dminant at high frequencies. The phase velcities are virtually unaffected by the ther elastic cnstants. (
5 Guided Waves in Anistrpic Frmatins 79 Sft Frmatin The phase and grup velcites fr the guided waves in the transversely istrpic, sft frmatin and the equivalent istrpic frmatin are shwn in Figure 4. As in the case f the hard frmatin the shapes f the tw sets f curves are similar, and the velcities in the transversely istrpic frmatin are higher than thse fr the equivalent istrpic frmatin. The differences in the tw sets f velcities are larger than thse in the hard frmatin because the guided waves in a sft frmatin are mre sensitive t the frmatin shear mdulus (rigidity). The sensitivities are shwn in Figure 5. Fr the tube wave, changes in A and C66 greatly affect the phase velcity at lw frequencies, but their influence decreases as frequency increases. The effects f C44 are exactly the ppsite, eventually dminating at high frequencies. The influence f Cn, C13, and C33 n the phase velcity are again quite small. Near the cutff frequencies fr the flexural and screw waves, the phase velcities are cntrlled by C44. As the frequency increases, the effect f C44 diminishes and that f A increases. The ther elastic cnstants have little effect n the phase velcities f these guided waves Similarities exist in the behavir f the guided waves in the hard and sft frmatins. In bth frmatins, the phase velcities are mstly affected by the bulk mdulus f the brehle fluid, A, and the tw frmatin shear mduli, C44 and C66. The ther elastic cnstants, thse mainly assciated with P-wave prpagatin, have little influence ver the guided waves. At high frequencies the tube, flexural and screw waves have similar phase and grup velcities and sensitivities because they behave like a Stneley wave alng a planar, fluid-slid interface. The differences in phase velcities between the transversely istrpic and equivalent istrpic frmatins in ur examples are smetimes as large as percent. Differences f this magnitude generally ccur when the velcity changes between vertically and hrizntally prpagating P- and S-waves are abut fifteen percent. Thmsen's (1986) tabulatin f the elastic cnstants fr sedimentary rcks shws that a large minrity have velcity variatins f this size. Because the phase velcity differences are large enugh t be detected with array prcessing f multi-receiver data, sme f the elastic cnstant might be estimated. In a hard frmatin, the refracted P- and S-waves uniquely determine C33 and C44. The remaining elastic cnstants culd be estimated by inverting the phase velcities at many frequencies. Since the phase velcities f the guided waves are primarily sensitive t A and C66, the inversin wuld nly reslve these tw cnstants well. The sensitivities fr the flexural and screw waves appear similar t that fr the pseud-rayleigh wave tentatively suggesting that the additinal data prvided by these tw waves wuld nt be very helpful in the inversin. In a sft frmatin, the refracted P wave determines
6 80 Ellefsen et al. C33 and a shear lgging tl with its flexural wave wuld establish C44. curves fr the tube wave culd be inverted fr.x and C66. The dispersin CONCLUSIONS I'Ve have studied the prpagatin f tube, pseud-rayleigh, flexural and screw waves in a brehle in a transversely istrpic frmatin. We have als studied the sensitivities f these guided waves t the different elastic cnstants and cmpared them with thse t an istrpic frmatin. It was fund that the tube wave is mre sensitive t the hrizntal shear mdulus (C66) at lw frequencies whereas the psued-rayleigh, flexural and screw waves are sensitive t the vertical shear mdulus (C44), at least near their cutff frequencies. A cmbined inversin f the phase velcity dispersins f tw r mre f these guided waves will allw us t determine bth C44 and C66, and thus the degree f shear wave anistrpy. By the same tken, frmatin shear wave velcities btained indirectly frm tube wave velcities assuming istrpy culd be significantly higher than thse measured by a shear wave tl in a transversely istrpic frmatin-. The degree f P-wave anistrpy cannt be determined frm the phase velcities f these guided waves. ACKNOWLEDGEMENTS This research was supprted by the Full Wavefrm Acustic Lgging Cnsrtium at M.LT. Denis P. Schmitt was supprted by a Funding Members Fellwship at the Earth Resurces Labratry.
7 Guided Waves in Anistrpic Frmatins 81 REFERENCES Chan, A. K. and Tsang, 1., Prpagatin f acustic waves in a fluid-filled brehle surrunded by a cncentrically layered transversely istrpic frmatin, J. Acust. Sc. Am., 74, ,1983. Chen, S.T., and Willen, D.E., Shear wave lgging III slw frmatins; SPWLA Ann. Lgging Symp., Paper DD, Trans. 25th Cheng, C.H., and Tksz, M.N., Determinatin f shear wave velcities in "slw" frmatins; Trans. 24th SPWLA Ann. Lgging Symp., Paper V, Cheng, C.H., Tksz, M.N., and Willis, M.E., Determinatin f in situ attenuatin frm full wavefrm acustic lgs, J. Gephys. Res., 87, , Stevens, J.L., and Day, S.M., Shear velcity lgging in slw frmatins using the Stneley wave; Gephysics, 51, ,1986. Thmsen, 1., Weak elastic anistrpy, Gephysics, 51, , White, J. E., Undergrund Sund, Elsevier Science Publishing Cmpany, Inc., White, J. E. and Tngtaw, C., Cylindrical waves in transversely istrpic media, J. Acust. Sc. Am., 70, , 1981.
8 82 Ellefsen et al. ISOTROPIC FORMATION: ELASTIC MODULI C33, C44 DENSITY P OR TRANSVERSELY ISOTROPIC FORMATION: ELASTIC MODULI C11, C13, C33, C44, C66 DENSITY P BOREHOLE FLUID: BULK MODULUS " DENSITY P Figure 1: Brehle mdel used t study the guided waves.
9 Guided Waves in Anistrpic Frmatins 83 U PHASE VelOCITY rube WAVE 1., GROUP VELOCrTY TUBE WAVE I i: 1.5 '.5 ~ ~ > " '0 1., -... U '... 1; " \ \! " -'-,\ ~ > ~ " w > I PSEUDO-RAYLEIGH WAllE PSEUDO-RAYLEIGH WAVE '0,., FLEXURAL WAVE U URAL WAve \ \\ \, i: '.5 ~ " >, _ '0 1.,,, SCAEWWAV 1.8 \, i! \,! \, \ \ >,,, 1.S \..._---- \ ~ \ '!I '.5 '~.._...-,--- SCREW WAVE '0 0 FREQUENCY (khz) FREOUENCY (khz) Figure 2: Phase and grup velcities fr the tube, pseud-rayleigh, flexural, and screw waves in the transversely istrpic, hard frmatin (slid lines) and the equivalent istrpic frmatin (dtted lines).
10 ( 84 Ellefsen et al. 0., "mlil!U=n,ua" WAv" 0.50r-----nT.!"'="'" TUB" WAvE ~ ""--"""'/;l!;u""''''''''yl"''"'''h'''w'''a'''"'' ' r-----'f"'lecvxural.;;a.""w"'a"vn!e" 0.00.j ,..I:~~=-= , ,F""LEX""'U"""-,,W"Awv"'e' ;: O.O! ;; -in ~ l 0.00L...t.:::::;:::=~::!:::!d 0., ,s"CR'E'i!eu:W"W"'A"ven!"l ;;---..,sc"""R"eW""'W"'A"v"'e' ~ FReCUENCY IkHzl 0.00L -le.:::::~~~~ FREQUENCY (khz) ( --0- Cl' * C,3 C33 ~ C44 C66 ali " Figure 3: Sensitivities fr the tube, pseud-rayleigh, flexural, and screw waves in the transversely istrpic, hard frmatin. Because the sensitivities due t C44, C66, and A are generally much larger than the ther sensitivities, they are gruped tgether and are pltted at a different scale. I.
11 Guided Waves in Anistrpic Frmatins PHASE VELOCITY GROUP velocity TUB.W.VE"" 1.5,ue_W.VE :.-!, '" ~ :> 1.1,., 0 '0 0 '0 1.5,, LEX W. '.5,, ~! \'",. 1.3, \\' 'lexu...w.ve '" " '.3 \ ~ , w \ :> '-... " ", '0 0 I 1.5 " " /: 1,3 " ~ ""'~W'VE..._ ,5 SCAEWWAVE ',3,, \, \,,, , '0 0 '0 FRECUENCY (khz) FREOUENCY (khz) Figure 4: Phase and grup velcities fr the tube, flexural, and screw waves in the transversely istrpic, sft frmatin (slid lines) and the equivalent istrpic frmatin (dtted lines),
12 86 Ellefsen et al. 0, rub.wav , ruiiii!BiE>WWA"V~ > ~ 0.05 ie ~ 0.00 w "' ,0 F X WA.tz::::::=:~ 0.50 l-;;---"'if"l.ex"'uirlu"iiwwa"v~ > ~ 0.05 i< 0.00 i > 0.05 ~ ~ Z 0.00 :Jj '0 ~ p- r SCREW WAVE 0.50 ""'---'::"'"--"'SC"""R"'EW""'W"'A"'V"'"'E.0.05,0 FREQUENCY (khz) '0 FREQUENCY (khz:) ~ C11 * C13 C33 ~ C44 C66 ta A. Figure 5: Sensitivites fr the tube, flexural, and screw waves III the transversely istrpic, sft frmatin.
POLARIZATION OF FLEXURAL WAVES IN AN ANISOTROPIC BOREHOLE MODEL. Zhenya Zhu, C. H. Cheng, and M. Nafi Toksoz
POLARZATON OF FLEXURAL WAVES N AN ANSOTROPC BOREHOLE MODEL Zhenya Zhu, C. H. Cheng, and M. Nafi Tksz Earth Resurces Labratry Department f Earth, Atmspheric, and Planetary Sciences Massachusetts nstitute
More informationRay tracing equations in transversely isotropic media Cosmin Macesanu and Faruq Akbar, Seimax Technologies, Inc.
Ray tracing equatins in transversely istrpic media Csmin Macesanu and Faruq Akbar, Seimax Technlgies, Inc. SUMMARY We discuss a simple, cmpact apprach t deriving ray tracing equatins in transversely istrpic
More informationChemistry 20 Lesson 11 Electronegativity, Polarity and Shapes
Chemistry 20 Lessn 11 Electrnegativity, Plarity and Shapes In ur previus wrk we learned why atms frm cvalent bnds and hw t draw the resulting rganizatin f atms. In this lessn we will learn (a) hw the cmbinatin
More informationWELL LOGS AND ROCK PHYSICS IN SEISMIC RESERVOIR CHARACTERIZATION
OTC Paper Number 16921 WELL LOGS AND ROCK PHYSICS IN SEISMIC RESERVOIR CHARACTERIZATION Jel Walls, Jack Dvrkin, Matt Carr Rck Slid Images Cpyright 2004, Offshre Technlgy Cnference This paper was prepared
More informationFebruary 28, 2013 COMMENTS ON DIFFUSION, DIFFUSIVITY AND DERIVATION OF HYPERBOLIC EQUATIONS DESCRIBING THE DIFFUSION PHENOMENA
February 28, 2013 COMMENTS ON DIFFUSION, DIFFUSIVITY AND DERIVATION OF HYPERBOLIC EQUATIONS DESCRIBING THE DIFFUSION PHENOMENA Mental Experiment regarding 1D randm walk Cnsider a cntainer f gas in thermal
More informationMain Menu. SEG Houston 2009 International Exposition and Annual Meeting. Summary
CO elcity Measurements and Mdels r Temperatures dwn t -10 C and up t 00 C and Pressures up t 100 MPa Min Sun* and De-hua Han, Rck Physics Lab, University Hustn Micheal Batzle, Clrad Schl Mines Summary
More informationStudy Group Report: Plate-fin Heat Exchangers: AEA Technology
Study Grup Reprt: Plate-fin Heat Exchangers: AEA Technlgy The prblem under study cncerned the apparent discrepancy between a series f experiments using a plate fin heat exchanger and the classical thery
More informationThermodynamics and Equilibrium
Thermdynamics and Equilibrium Thermdynamics Thermdynamics is the study f the relatinship between heat and ther frms f energy in a chemical r physical prcess. We intrduced the thermdynamic prperty f enthalpy,
More informationROUNDING ERRORS IN BEAM-TRACKING CALCULATIONS
Particle Acceleratrs, 1986, Vl. 19, pp. 99-105 0031-2460/86/1904-0099/$15.00/0 1986 Grdn and Breach, Science Publishers, S.A. Printed in the United States f America ROUNDING ERRORS IN BEAM-TRACKING CALCULATIONS
More informationDispersion Ref Feynman Vol-I, Ch-31
Dispersin Ref Feynman Vl-I, Ch-31 n () = 1 + q N q /m 2 2 2 0 i ( b/m) We have learned that the index f refractin is nt just a simple number, but a quantity that varies with the frequency f the light.
More informationA TIME-DOMAIN FINITE-DIFFERENCE METHOD WITH ATTENUATION BY A RECURSIVE ALGORITHM
A TIME-DOMAIN FINITE-DIFFERENCE METHOD WITH ATTENUATION BY A RECURSIVE ALGORITHM Ningya Cheng Arthur 'C. H."Cheng and M. Nafi Tksz Earth Resurces Labratry Department f Earth Atmspheric and Planetary Sciences
More informationSPWLA 46 th Annual Logging Symposium, June 26-29, 2005
SPWLA 46 th Annual Lgging Sympsium, June 6-9, 005 PETROPHYSICAL ROC PHYSICS ODELING: A COPARISON OF THE RIEF AND GASSANN EQUATIONS, AND APPLICATIONS TO VERIFYING AND ESTIATING COPRESSIONAL AND SHEAR VELOCITIES
More informationSections 15.1 to 15.12, 16.1 and 16.2 of the textbook (Robbins-Miller) cover the materials required for this topic.
Tpic : AC Fundamentals, Sinusidal Wavefrm, and Phasrs Sectins 5. t 5., 6. and 6. f the textbk (Rbbins-Miller) cver the materials required fr this tpic.. Wavefrms in electrical systems are current r vltage
More informationCAUSAL INFERENCE. Technical Track Session I. Phillippe Leite. The World Bank
CAUSAL INFERENCE Technical Track Sessin I Phillippe Leite The Wrld Bank These slides were develped by Christel Vermeersch and mdified by Phillippe Leite fr the purpse f this wrkshp Plicy questins are causal
More informationChapter 23 Electromagnetic Waves Lecture 14
Chapter 23 Electrmagnetic Waves Lecture 14 23.1 The Discvery f Electrmagnetic Waves 23.2 Prperties f Electrmagnetic Waves 23.3 Electrmagnetic Waves Carry Energy and Mmentum 23.4 Types f Electrmagnetic
More informationo o IMPORTANT REMINDERS Reports will be graded largely on their ability to clearly communicate results and important conclusions.
BASD High Schl Frmal Lab Reprt GENERAL INFORMATION 12 pt Times New Rman fnt Duble-spaced, if required by yur teacher 1 inch margins n all sides (tp, bttm, left, and right) Always write in third persn (avid
More informationCONSTRUCTING STATECHART DIAGRAMS
CONSTRUCTING STATECHART DIAGRAMS The fllwing checklist shws the necessary steps fr cnstructing the statechart diagrams f a class. Subsequently, we will explain the individual steps further. Checklist 4.6
More informationBuilding to Transformations on Coordinate Axis Grade 5: Geometry Graph points on the coordinate plane to solve real-world and mathematical problems.
Building t Transfrmatins n Crdinate Axis Grade 5: Gemetry Graph pints n the crdinate plane t slve real-wrld and mathematical prblems. 5.G.1. Use a pair f perpendicular number lines, called axes, t define
More information, which yields. where z1. and z2
The Gaussian r Nrmal PDF, Page 1 The Gaussian r Nrmal Prbability Density Functin Authr: Jhn M Cimbala, Penn State University Latest revisin: 11 September 13 The Gaussian r Nrmal Prbability Density Functin
More informationHow do scientists measure trees? What is DBH?
Hw d scientists measure trees? What is DBH? Purpse Students develp an understanding f tree size and hw scientists measure trees. Students bserve and measure tree ckies and explre the relatinship between
More informationDetermining the Accuracy of Modal Parameter Estimation Methods
Determining the Accuracy f Mdal Parameter Estimatin Methds by Michael Lee Ph.D., P.E. & Mar Richardsn Ph.D. Structural Measurement Systems Milpitas, CA Abstract The mst cmmn type f mdal testing system
More informationMonitoring and Characterization Based Upon Geophysical Onset Times*
Mnitring and haracterizatin Based Upn Gephysical Onset Times* Dn Vasc 1 Search and Discvery Article #4237 (217)** Psted March 2, 217 *Adapted frm ral presentatin given at AAPG Internatinal nference & xhibitin,
More informationCompressibility Effects
Definitin f Cmpressibility All real substances are cmpressible t sme greater r lesser extent; that is, when yu squeeze r press n them, their density will change The amunt by which a substance can be cmpressed
More informationModelling of Clock Behaviour. Don Percival. Applied Physics Laboratory University of Washington Seattle, Washington, USA
Mdelling f Clck Behaviur Dn Percival Applied Physics Labratry University f Washingtn Seattle, Washingtn, USA verheads and paper fr talk available at http://faculty.washingtn.edu/dbp/talks.html 1 Overview
More informationInterference is when two (or more) sets of waves meet and combine to produce a new pattern.
Interference Interference is when tw (r mre) sets f waves meet and cmbine t prduce a new pattern. This pattern can vary depending n the riginal wave directin, wavelength, amplitude, etc. The tw mst extreme
More informationNormal moveout from dipping reflectors in anisotropic media
GEOPHYSICS, VOL 6, NO1 (JANUARY-FEBRUARY 1995); P 268-284, 17 FIGS Dwnladed 1/31/13 t 138671293 Redistributin subject t SEG license r cpyright; see Terms f Use at http://librarysegrg/ Nrmal mveut frm dipping
More informationENSC Discrete Time Systems. Project Outline. Semester
ENSC 49 - iscrete Time Systems Prject Outline Semester 006-1. Objectives The gal f the prject is t design a channel fading simulatr. Upn successful cmpletin f the prject, yu will reinfrce yur understanding
More informationKinetic Model Completeness
5.68J/10.652J Spring 2003 Lecture Ntes Tuesday April 15, 2003 Kinetic Mdel Cmpleteness We say a chemical kinetic mdel is cmplete fr a particular reactin cnditin when it cntains all the species and reactins
More informationOF SIMPLY SUPPORTED PLYWOOD PLATES UNDER COMBINED EDGEWISE BENDING AND COMPRESSION
U. S. FOREST SERVICE RESEARCH PAPER FPL 50 DECEMBER U. S. DEPARTMENT OF AGRICULTURE FOREST SERVICE FOREST PRODUCTS LABORATORY OF SIMPLY SUPPORTED PLYWOOD PLATES UNDER COMBINED EDGEWISE BENDING AND COMPRESSION
More informationALE 21. Gibbs Free Energy. At what temperature does the spontaneity of a reaction change?
Name Chem 163 Sectin: Team Number: ALE 21. Gibbs Free Energy (Reference: 20.3 Silberberg 5 th editin) At what temperature des the spntaneity f a reactin change? The Mdel: The Definitin f Free Energy S
More informationMath Foundations 20 Work Plan
Math Fundatins 20 Wrk Plan Units / Tpics 20.8 Demnstrate understanding f systems f linear inequalities in tw variables. Time Frame December 1-3 weeks 6-10 Majr Learning Indicatrs Identify situatins relevant
More informationMatter Content from State Frameworks and Other State Documents
Atms and Mlecules Mlecules are made f smaller entities (atms) which are bnded tgether. Therefre mlecules are divisible. Miscnceptin: Element and atm are synnyms. Prper cnceptin: Elements are atms with
More informationAcoustic velocity in fractured rock
JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 106, NO. B7, PAGES 13,261-13,267, JULY 10, 2001 Acustic velcity in fractured rck Karstein Mnsen Institute f Slid Earth Physics, University f Bergen, Nrway Abstract.
More informationInvestigation of a Single-Point Nonlinearity Indicator in One-Dimensional Propagation. 2 Theory
Investigatin f a Single-Pint Nnlinearity Indicatr in One-Dimensinal Prpagatin Lauren Falc, Kent Gee, Anthny Atchley, Victr Sparrw The Pennsylvania State University, Graduate Prgram in Acustics, University
More informationGROWTH PHASES IN THE LIFE OF A LICHEN THALLUS
New Phytl. (974) 73, 93-98. GROWTH PHSES N THE LFE OF LCHEN THLLUS BY R.. RMSTRONG The Btany Schl, Oxfrd University {Received 2 March 974) SUMMRY The grwth rates f thalli f flise saxiclus lichens befre
More informationUse a lens holder fabricated from SiC. SiC has a larger CTE than C-C, i.e. it is better matched to the SFL6.
Frm: Steve Sctt, Jinsek K, Syun ichi Shiraiwa T: MSE enthusiasts Re: MSE mem 101b: allwable thickness f Vitn sheet Nvember 25, 2008 Update frm MSE Mem 101b Let s assume: Vitn thickness = 1 mm Vitn mdulus
More informationGeneral Chemistry II, Unit I: Study Guide (part I)
1 General Chemistry II, Unit I: Study Guide (part I) CDS Chapter 14: Physical Prperties f Gases Observatin 1: Pressure- Vlume Measurements n Gases The spring f air is measured as pressure, defined as the
More informationmaking triangle (ie same reference angle) ). This is a standard form that will allow us all to have the X= y=
Intrductin t Vectrs I 21 Intrductin t Vectrs I 22 I. Determine the hrizntal and vertical cmpnents f the resultant vectr by cunting n the grid. X= y= J. Draw a mangle with hrizntal and vertical cmpnents
More informationsin sin Reminder, repetition Image formation by simple curved surface (sphere with radius r): The power (refractive strength):
Reminder, repetitin Image frmatin by simple curved surface (sphere with radius r): sin sin n n The pwer (refractive strength): n n n n i r D Applicatin: fr the human eye e.g. the pwer f crnea medium r
More informationNegative Propagating Light Daniel Bauer University of Arizona
Negative Prpagating Light Daniel Bauer University f Arizna dbauer@email.arizna.edu Abstract New materials and techniques have presently enabled scientists t significantly alter the speed f light. Recently
More informationA Study on Pullout Strength of Cast-in-place Anchor bolt in Concrete under High Temperature
Transactins f the 7 th Internatinal Cnference n Structural Mechanics in Reactr Technlgy (SMiRT 7) Prague, Czech Republic, August 7 22, 23 Paper #H-2 A Study n Pullut Strength f Cast-in-place Anchr blt
More informationSession #22: Homework Solutions
Sessin #22: Hmewrk Slutins Prblem #1 (a) In the cntext f amrphus inrganic cmpunds, name tw netwrk frmers, tw netwrk mdifiers, and ne intermediate. (b) Sketch the variatin f mlar vlume with temperature
More informationStructural mechanics of wood composite materials h Ultrasonic evaluation of internal bond strength during an accelerated aging test
J Wd Sci (1998) 44:348-353 The Japan Wd Research Sciety 1998 Yu-Gu Sun Takanri Arima Structural mechanics f wd cmpsite materials h Ultrasnic evaluatin f internal bnd strength during an accelerated aging
More informationCS 477/677 Analysis of Algorithms Fall 2007 Dr. George Bebis Course Project Due Date: 11/29/2007
CS 477/677 Analysis f Algrithms Fall 2007 Dr. Gerge Bebis Curse Prject Due Date: 11/29/2007 Part1: Cmparisn f Srting Algrithms (70% f the prject grade) The bjective f the first part f the assignment is
More information17 IMPACT PROPERTIES OF COMPOSITES
17 IMPACT PROPERTIES OF COMPOSITES 17-1 Impact resistance is the ability f a material t absrb and dissipate energies under impact r shck lading. The respnse t impact lads ranges frm lcalized damage t ttal
More informationDrought damaged area
ESTIMATE OF THE AMOUNT OF GRAVEL CO~TENT IN THE SOIL BY A I R B O'RN EMS S D A T A Y. GOMI, H. YAMAMOTO, AND S. SATO ASIA AIR SURVEY CO., l d. KANAGAWA,JAPAN S.ISHIGURO HOKKAIDO TOKACHI UBPREFECTRAl OffICE
More informationEric Klein and Ning Sa
Week 12. Statistical Appraches t Netwrks: p1 and p* Wasserman and Faust Chapter 15: Statistical Analysis f Single Relatinal Netwrks There are fur tasks in psitinal analysis: 1) Define Equivalence 2) Measure
More informationA Few Basic Facts About Isothermal Mass Transfer in a Binary Mixture
Few asic Facts but Isthermal Mass Transfer in a inary Miture David Keffer Department f Chemical Engineering University f Tennessee first begun: pril 22, 2004 last updated: January 13, 2006 dkeffer@utk.edu
More informationIntroductory Thoughts
Flw Similarity By using the Buckingham pi therem, we have reduced the number f independent variables frm five t tw If we wish t run a series f wind-tunnel tests fr a given bdy at a given angle f attack,
More informationPart One: Heat Changes and Thermochemistry. This aspect of Thermodynamics was dealt with in Chapter 6. (Review)
CHAPTER 18: THERMODYNAMICS AND EQUILIBRIUM Part One: Heat Changes and Thermchemistry This aspect f Thermdynamics was dealt with in Chapter 6. (Review) A. Statement f First Law. (Sectin 18.1) 1. U ttal
More informationBASD HIGH SCHOOL FORMAL LAB REPORT
BASD HIGH SCHOOL FORMAL LAB REPORT *WARNING: After an explanatin f what t include in each sectin, there is an example f hw the sectin might lk using a sample experiment Keep in mind, the sample lab used
More informationAristotle I PHIL301 Prof. Oakes Winthrop University updated: 3/14/14 8:48 AM
Aristtle I PHIL301 Prf. Oakes Winthrp University updated: 3/14/14 8:48 AM The Categries - The Categries is ne f several imprtant wrks by Aristtle n metaphysics. His tpic here is the classificatin f beings
More informationChapter 1 Notes Using Geography Skills
Chapter 1 Ntes Using Gegraphy Skills Sectin 1: Thinking Like a Gegrapher Gegraphy is used t interpret the past, understand the present, and plan fr the future. Gegraphy is the study f the Earth. It is
More informationA PLETHORA OF MULTI-PULSED SOLUTIONS FOR A BOUSSINESQ SYSTEM. Department of Mathematics, Penn State University University Park, PA16802, USA.
A PLETHORA OF MULTI-PULSED SOLUTIONS FOR A BOUSSINESQ SYSTEM MIN CHEN Department f Mathematics, Penn State University University Park, PA68, USA. Abstract. This paper studies traveling-wave slutins f the
More information(1.1) V which contains charges. If a charge density ρ, is defined as the limit of the ratio of the charge contained. 0, and if a force density f
1.0 Review f Electrmagnetic Field Thery Selected aspects f electrmagnetic thery are reviewed in this sectin, with emphasis n cncepts which are useful in understanding magnet design. Detailed, rigrus treatments
More informationDifferentiation Applications 1: Related Rates
Differentiatin Applicatins 1: Related Rates 151 Differentiatin Applicatins 1: Related Rates Mdel 1: Sliding Ladder 10 ladder y 10 ladder 10 ladder A 10 ft ladder is leaning against a wall when the bttm
More informationACCELEROGRAPH RECORDINGS OF THE M USA EARTHQUAKE 16 SEPTEMBER, 1972
115 ACCELEROGRAPH RECORDINGS OF THE M USA EARTHQUAKE 16 SEPTEMBER, 1972 B.Gauir SUMMARY On 16 September, 1972 at 04 15 09.8 UT an earthquake f magnitude ML 5.0 ccurred in sutheast Papua within abut 20
More informationBootstrap Method > # Purpose: understand how bootstrap method works > obs=c(11.96, 5.03, 67.40, 16.07, 31.50, 7.73, 11.10, 22.38) > n=length(obs) >
Btstrap Methd > # Purpse: understand hw btstrap methd wrks > bs=c(11.96, 5.03, 67.40, 16.07, 31.50, 7.73, 11.10, 22.38) > n=length(bs) > mean(bs) [1] 21.64625 > # estimate f lambda > lambda = 1/mean(bs);
More informationVerification of Quality Parameters of a Solar Panel and Modification in Formulae of its Series Resistance
Verificatin f Quality Parameters f a Slar Panel and Mdificatin in Frmulae f its Series Resistance Sanika Gawhane Pune-411037-India Onkar Hule Pune-411037- India Chinmy Kulkarni Pune-411037-India Ojas Pandav
More informationA New Evaluation Measure. J. Joiner and L. Werner. The problems of evaluation and the needed criteria of evaluation
III-l III. A New Evaluatin Measure J. Jiner and L. Werner Abstract The prblems f evaluatin and the needed criteria f evaluatin measures in the SMART system f infrmatin retrieval are reviewed and discussed.
More informationPhysics 2B Chapter 23 Notes - Faraday s Law & Inductors Spring 2018
Michael Faraday lived in the Lndn area frm 1791 t 1867. He was 29 years ld when Hand Oersted, in 1820, accidentally discvered that electric current creates magnetic field. Thrugh empirical bservatin and
More informationAge Determination of Cod from Otoliths Collected in Divisions 2J, 3K and 3L
NAFO Sci. Cun. Studies, NO.1: -101 Age Determinatin f Cd frm Otliths Cllected in Divisins J, K and L R. Wells Department f Fisheries and Oceans, Research and Resurce Services P. O. Bx, St. Jhn's, Newfundland,
More informationCHAPTER 2 Algebraic Expressions and Fundamental Operations
CHAPTER Algebraic Expressins and Fundamental Operatins OBJECTIVES: 1. Algebraic Expressins. Terms. Degree. Gruping 5. Additin 6. Subtractin 7. Multiplicatin 8. Divisin Algebraic Expressin An algebraic
More informationTHREE DIMENSIONAL SPACE-TIME Lu Shan No.1144, East of Jiuzhou Avenue, Zhuhai , Guangdong Province P. R. China
Vl.4, N., pp.4-8, Ma 016 THREE DIMENSIONAL SPACE-TIME Lu Shan N.1144, East f Jiuhu Avenue, Zhuhai 509015, Guangdng Prvince P. R. China ABSTRACT: The space-time descriptin in Phsics was cmpsed f 3D space
More informationWeathering. Title: Chemical and Mechanical Weathering. Grade Level: Subject/Content: Earth and Space Science
Weathering Title: Chemical and Mechanical Weathering Grade Level: 9-12 Subject/Cntent: Earth and Space Science Summary f Lessn: Students will test hw chemical and mechanical weathering can affect a rck
More informationCHEM 103 Calorimetry and Hess s Law
CHEM 103 Calrimetry and Hess s Law Lecture Ntes March 23, 2006 Prf. Sevian Annuncements Exam #2 is next Thursday, March 30 Study guide, practice exam, and practice exam answer key are already psted n the
More information37 Maxwell s Equations
37 Maxwell s quatins In this chapter, the plan is t summarize much f what we knw abut electricity and magnetism in a manner similar t the way in which James Clerk Maxwell summarized what was knwn abut
More informationSubject description processes
Subject representatin 6.1.2. Subject descriptin prcesses Overview Fur majr prcesses r areas f practice fr representing subjects are classificatin, subject catalging, indexing, and abstracting. The prcesses
More informationThermodynamics Partial Outline of Topics
Thermdynamics Partial Outline f Tpics I. The secnd law f thermdynamics addresses the issue f spntaneity and invlves a functin called entrpy (S): If a prcess is spntaneus, then Suniverse > 0 (2 nd Law!)
More informationCambridge Assessment International Education Cambridge Ordinary Level. Published
Cambridge Assessment Internatinal Educatin Cambridge Ordinary Level ADDITIONAL MATHEMATICS 4037/1 Paper 1 Octber/Nvember 017 MARK SCHEME Maximum Mark: 80 Published This mark scheme is published as an aid
More informationarxiv:hep-ph/ v1 2 Jun 1995
WIS-95//May-PH The rati F n /F p frm the analysis f data using a new scaling variable S. A. Gurvitz arxiv:hep-ph/95063v1 Jun 1995 Department f Particle Physics, Weizmann Institute f Science, Rehvt 76100,
More informationChE 471: LECTURE 4 Fall 2003
ChE 47: LECTURE 4 Fall 003 IDEL RECTORS One f the key gals f chemical reactin engineering is t quantify the relatinship between prductin rate, reactr size, reactin kinetics and selected perating cnditins.
More informationCHAPTER 24: INFERENCE IN REGRESSION. Chapter 24: Make inferences about the population from which the sample data came.
MATH 1342 Ch. 24 April 25 and 27, 2013 Page 1 f 5 CHAPTER 24: INFERENCE IN REGRESSION Chapters 4 and 5: Relatinships between tw quantitative variables. Be able t Make a graph (scatterplt) Summarize the
More informationBOUNDED UNCERTAINTY AND CLIMATE CHANGE ECONOMICS. Christopher Costello, Andrew Solow, Michael Neubert, and Stephen Polasky
BOUNDED UNCERTAINTY AND CLIMATE CHANGE ECONOMICS Christpher Cstell, Andrew Slw, Michael Neubert, and Stephen Plasky Intrductin The central questin in the ecnmic analysis f climate change plicy cncerns
More informationLecture 17: Free Energy of Multi-phase Solutions at Equilibrium
Lecture 17: 11.07.05 Free Energy f Multi-phase Slutins at Equilibrium Tday: LAST TIME...2 FREE ENERGY DIAGRAMS OF MULTI-PHASE SOLUTIONS 1...3 The cmmn tangent cnstructin and the lever rule...3 Practical
More informationName: Period: Date: ATOMIC STRUCTURE NOTES ADVANCED CHEMISTRY
Name: Perid: Date: ATOMIC STRUCTURE NOTES ADVANCED CHEMISTRY Directins: This packet will serve as yur ntes fr this chapter. Fllw alng with the PwerPint presentatin and fill in the missing infrmatin. Imprtant
More informationModule 4: General Formulation of Electric Circuit Theory
Mdule 4: General Frmulatin f Electric Circuit Thery 4. General Frmulatin f Electric Circuit Thery All electrmagnetic phenmena are described at a fundamental level by Maxwell's equatins and the assciated
More informationWe can see from the graph above that the intersection is, i.e., [ ).
MTH 111 Cllege Algebra Lecture Ntes July 2, 2014 Functin Arithmetic: With nt t much difficulty, we ntice that inputs f functins are numbers, and utputs f functins are numbers. S whatever we can d with
More informationPOLARISATION VISUAL PHYSICS ONLINE. View video on polarisation of light
VISUAL PHYSICS ONLINE MODULE 7 NATURE OF LIGHT POLARISATION View vide n plarisatin f light While all the experimental evidence s far that supprts the wave nature f light, nne f it tells us whether light
More informationName: Period: Date: BONDING NOTES HONORS CHEMISTRY
Name: Perid: Date: BONDING NOTES HONORS CHEMISTRY Directins: This packet will serve as yur ntes fr this chapter. Fllw alng with the PwerPint presentatin and fill in the missing infrmatin. Imprtant terms
More informationBiplots in Practice MICHAEL GREENACRE. Professor of Statistics at the Pompeu Fabra University. Chapter 13 Offprint
Biplts in Practice MICHAEL GREENACRE Prfessr f Statistics at the Pmpeu Fabra University Chapter 13 Offprint CASE STUDY BIOMEDICINE Cmparing Cancer Types Accrding t Gene Epressin Arrays First published:
More informationENGINEERING COUNCIL CERTIFICATE LEVEL THERMODYNAMIC, FLUID AND PROCESS ENGINEERING C106 TUTORIAL 5 THE VISCOUS NATURE OF FLUIDS
ENGINEERING COUNCIL CERTIFICATE LEVEL THERMODYNAMIC, FLUID AND PROCESS ENGINEERING C106 TUTORIAL 5 THE VISCOUS NATURE OF FLUIDS On cmpletin f this tutrial yu shuld be able t d the fllwing. Define viscsity
More informationRevision: August 19, E Main Suite D Pullman, WA (509) Voice and Fax
.7.4: Direct frequency dmain circuit analysis Revisin: August 9, 00 5 E Main Suite D Pullman, WA 9963 (509) 334 6306 ice and Fax Overview n chapter.7., we determined the steadystate respnse f electrical
More informationChapter 3 Kinematics in Two Dimensions; Vectors
Chapter 3 Kinematics in Tw Dimensins; Vectrs Vectrs and Scalars Additin f Vectrs Graphical Methds (One and Tw- Dimensin) Multiplicatin f a Vectr b a Scalar Subtractin f Vectrs Graphical Methds Adding Vectrs
More informationHypothesis Tests for One Population Mean
Hypthesis Tests fr One Ppulatin Mean Chapter 9 Ala Abdelbaki Objective Objective: T estimate the value f ne ppulatin mean Inferential statistics using statistics in rder t estimate parameters We will be
More informationFlipping Physics Lecture Notes: Simple Harmonic Motion Introduction via a Horizontal Mass-Spring System
Flipping Physics Lecture Ntes: Simple Harmnic Mtin Intrductin via a Hrizntal Mass-Spring System A Hrizntal Mass-Spring System is where a mass is attached t a spring, riented hrizntally, and then placed
More informationUncertainties in TRP Measurements Due to Finite Range Lengths
Uncertainties in TRP Measurements Due t Finite Range Lengths James D Huff Carl W Sirles The Hwland Cmpany, Inc 4540 Atwater Curt, Suite 107 Bufrd, Gergia 30518 Abstract Ttal Radiated Pwer (TRP) and Ttal
More informationPressure And Entropy Variations Across The Weak Shock Wave Due To Viscosity Effects
Pressure And Entrpy Variatins Acrss The Weak Shck Wave Due T Viscsity Effects OSTAFA A. A. AHOUD Department f athematics Faculty f Science Benha University 13518 Benha EGYPT Abstract:-The nnlinear differential
More informationA Regression Solution to the Problem of Criterion Score Comparability
A Regressin Slutin t the Prblem f Criterin Scre Cmparability William M. Pugh Naval Health Research Center When the criterin measure in a study is the accumulatin f respnses r behavirs fr an individual
More informationMath Foundations 10 Work Plan
Math Fundatins 10 Wrk Plan Units / Tpics 10.1 Demnstrate understanding f factrs f whle numbers by: Prime factrs Greatest Cmmn Factrs (GCF) Least Cmmn Multiple (LCM) Principal square rt Cube rt Time Frame
More informationA mathematical model for complete stress-strain curve prediction of permeable concrete
A mathematical mdel fr cmplete stress-strain curve predictin f permeable cncrete M. K. Hussin Y. Zhuge F. Bullen W. P. Lkuge Faculty f Engineering and Surveying, University f Suthern Queensland, Twmba,
More informationIB Sports, Exercise and Health Science Summer Assignment. Mrs. Christina Doyle Seneca Valley High School
IB Sprts, Exercise and Health Science Summer Assignment Mrs. Christina Dyle Seneca Valley High Schl Welcme t IB Sprts, Exercise and Health Science! This curse incrprates the traditinal disciplines f anatmy
More informationLHS Mathematics Department Honors Pre-Calculus Final Exam 2002 Answers
LHS Mathematics Department Hnrs Pre-alculus Final Eam nswers Part Shrt Prblems The table at the right gives the ppulatin f Massachusetts ver the past several decades Using an epnential mdel, predict the
More informationChapters 29 and 35 Thermochemistry and Chemical Thermodynamics
Chapters 9 and 35 Thermchemistry and Chemical Thermdynamics 1 Cpyright (c) 011 by Michael A. Janusa, PhD. All rights reserved. Thermchemistry Thermchemistry is the study f the energy effects that accmpany
More informationhttps://goo.gl/eaqvfo SUMMER REV: Half-Life DUE DATE: JULY 2 nd
NAME: DUE DATE: JULY 2 nd AP Chemistry SUMMER REV: Half-Life Why? Every radiistpe has a characteristic rate f decay measured by its half-life. Half-lives can be as shrt as a fractin f a secnd r as lng
More informationStudent Exploration: Cell Energy Cycle
Name: Date: Student Explratin: Cell Energy Cycle Vcabulary: aerbic respiratin, anaerbic respiratin, ATP, cellular respiratin, chemical energy, chlrphyll, chlrplast, cytplasm, glucse, glyclysis, mitchndria,
More informationDepartment of Economics, University of California, Davis Ecn 200C Micro Theory Professor Giacomo Bonanno. Insurance Markets
Department f Ecnmics, University f alifrnia, Davis Ecn 200 Micr Thery Prfessr Giacm Bnann Insurance Markets nsider an individual wh has an initial wealth f. ith sme prbability p he faces a lss f x (0
More informationSPH3U1 Lesson 06 Kinematics
PROJECTILE MOTION LEARNING GOALS Students will: Describe the mtin f an bject thrwn at arbitrary angles thrugh the air. Describe the hrizntal and vertical mtins f a prjectile. Slve prjectile mtin prblems.
More informationNAME TEMPERATURE AND HUMIDITY. I. Introduction
NAME TEMPERATURE AND HUMIDITY I. Intrductin Temperature is the single mst imprtant factr in determining atmspheric cnditins because it greatly influences: 1. The amunt f water vapr in the air 2. The pssibility
More information