Notes on the GSW function gsw_geostrophic_velocity (geo_strf,long,lat,p)
|
|
- Vivian Simon
- 5 years ago
- Views:
Transcription
1 Notes o gsw_geostrophic_velocity Notes o the GSW fuctio gsw_geostrophic_velocity (geo_strf,log,lat,p) Notes made 7 th October 2, ad updated 8 th April 2. This fuctio gsw_geostrophic_velocity(geo_strf,log,lat,p) calculates the differece betwee the geostrophic velocity at pressure p ad that at the referece pressure (where p p ref dbar ). The geeral expressio for this velocity differece is k f v v, surf where f is the Coriolis parameter ad is the geostrophic streamfuctio i a particular surface. Note that the type of geostrophic streamfuctio should be carefully chose to be appropriate to the surface i which it is beig used. The referece pressure p pref dbar is the value that was selected i the calls to the various geostrophic streamfuctios whose outputs are used as geo_strf i gsw_geostrophic_velocity(geo_strf,log,lat,p). Below we reproduce sectios of the TEOS aual (IOC et al. (2)) which describe four differet types of geostrophic streamfuctio. Dyamic height aomaly is the geostrophic streamfuctio for use i a isobaric surface, while the otgomery geostrophic streamfuctio is desiged for use i a surface of costat specific volume aomaly. The remaiig choices of geostrophic streamfuctio, the Cuigham ad the isopycal geostrophic streamfuctios of cdougall ad Klocker (2) are desiged for use i various types of desity surfaces, ad are ot exact geostrophic streamfuctios i ay particular surface. For these streamfuctios the argumet p i the iput to this fuctio is the pressure o these desity surfaces ad so varies alog each surface. It is emphasized that the choice of geostrophic streamfuctio must be made carefully to match the surface i which it is to be used. Figures 2 ad 3 of cdougall ad Klocker (2) are reproduced below ( Eq.(62) o the figure refers to their isopycal geostrophic streamfuctio). These figures illustrate the errors i geostrophic velocity that are itroduced whe usig a geostrophic streamfuctio i a surface for which it is ot desiged. The correspodig r.m.s. errors for the otgomery geostrophic streamfuctio i each of these six approximately eutral surfaces are ot show i these 3 figures, but are cosiderably larger, at approximately 4 x ms, illustratig that while the otgomery geostrophic streamfuctio is the correct streamfuctio i a specific volume aomaly surface, it is rather iaccurate whe used i surfaces (Klocker et al. (29a,b)), surfaces (Jackett ad cdougall (997)) ad i potetial desity surfaces, such as 2 surfaces. The Cuigham geostrophic streamfuctio is cosiderably more accurate tha the otgomery streamfuctio, but is ot as accurate as the isopycal streamfuctio of cdougall ad Klocker (2) i these six surfaces. Hece it is the geostrophic streamfuctio gsw_geo_strf_isopycal_ct which is recommeded for use i potetial desity surfaces, i surfaces (Klocker et al. (29a,b)) ad i surfaces (Jackett ad cdougall (997)). ref Refereces IOC, SCOR ad IASO, 2: The iteratioal thermodyamic equatio of seawater 2: Calculatio ad use of thermodyamic properties. Itergovermetal Oceaographic Commissio, auals ad Guides No. 56, UNESCO (Eglish), 96 pp. Available from See sectios 3.27, 3.32 ad appedix A.3. Jackett, D. R. ad T. J. cdougall, 997: A eutral desity variable for the world s oceas. Joural of hysical Oceaography, 27,
2 Notes o gsw_geostrophic_velocity 2 Klocker, A., T. J. cdougall ad D. R. Jackett, 29a: A ew method for formig approximately eutral surfaces. Ocea Sci., 5, html Klocker, A., T. J. cdougall ad D. R. Jackett, 29b: Corrigedum to ʺA ew method for formig approximately eutral surfacesʺ published i Ocea Sciece, 5, 55 72, 29, Ocea Sci., 5, sci.et/5/9/29/os html cdougall, T. J. ad A. Klocker, 2: A approximate geostrophic streamfuctio for use i desity surfaces. Ocea odellig, 32, 5 7. Figure 2. Rms errors of the geostrophic velocities calculated from the expressios of various geostrophic streamfuctios o a surface, a surface ad a 2 surface. Each desity surface has a average pressure of 3 dbar. Figure 3. Rms errors of the geostrophic velocities calculated from the expressios of various geostrophic streamfuctios o a surface, a surface ad a 2 surface. Each desity surface has a average pressure of 8 dbar.
3 Notes o gsw_geostrophic_velocity 3 Here follows sectios of the TEOS aual (IOC et al. (2)) Dyamic height aomaly The dyamic height aomaly with respect to the sea surface is give by ˆ SA p, p, p, where ˆS,, p vˆ S,, p vˆ S, C, p d. (3.27.) A A SO This is the geostrophic streamfuctio for the flow at pressure with respect to the flow at the sea surface ad ˆ is the specific volume aomaly. Thus the two dimesioal gradiet of i the pressure surface is simply related to the differece betwee the horizotal geostrophic velocity v at ad at the sea surface v accordig to k fv fv. (3.27.2) Dyamic height aomaly is also commoly called the geopotetial aomaly. The specific volume aomaly, ˆ i the vertical itegral i Eq. (3.27.) ca be replaced with specific volume ˆv without affectig the isobaric gradiet of the resultig streamfuctio. That is, this substitutio does ot affect Eq. (3.27.2) because the additioal term is a fuctio oly of pressure. Traditioally it was importat to use ˆ i preferece to ˆv as it was more accurate with computer code which worked with sigle precisio variables. Sice computers ow regularly employ double precisio, this issue has bee overcome ad cosequetly either ˆ or ˆv ca be used i the itegrad of Eq. (3.27.), so makig it either the dyamic height aomaly or the dyamic height. As i the case of Eq. (3.24.2), so also the dyamic height aomaly Eq. (3.27.) has ot assumed that the gravitatioal acceleratio is costat ad so Eq. (3.27.2) applies eve whe the gravitatioal acceleratio is take to vary i both the vertical ad i the horizotal. 2 2 The dyamic height aomaly should be quoted i uits of m s. These are the uits i which the GSW Toolbox (appedix N) outputs dyamic height aomaly i the fuctio gsw_geo_strf_dy_height(sa,ct,p,p_ref). Whe the last argumet of this fuctio, p_ref, is other tha zero, the fuctio returs the dyamic height aomaly with respect to a (deep) referece pressure p_ref, rather tha with respect to (i.e. zero dbar sea pressure) as i Eq. (3.27.). I this case the lateral isobaric gradiet of the streamfuctio represets the geostrophic velocity differece relative to the (deep) p ref pressure surface, that is, k fv fv ref. (3.27.3) Note that the itegratio i Eq. (3.27.) of specific volume aomaly with pressure must be doe with pressure i a (ot dbar ) i order to have the resultat isobaric gradiet,, i the usual uits, beig the product of the Coriolis parameter (uits of s ) ad the velocity (uits of m s ). The GSW fuctio gsw_steric_height(sa,ct,p,p_ref) returs 2 divided by the costat gravitatioal acceleratio g ms. Hece steric height remais proportioal to a exact geostrophic streamfuctio but the spatial variatio of the gravitatioal acceleratio esures that it caot be exactly equal to the height of a isobaric surface above a geopotetial surface.
4 3.28 otgomery geostrophic streamfuctio Notes o gsw_geostrophic_velocity 4 The otgomery acceleratio potetial (otgomery, 937) ˆ ˆ SA ˆ f f p, p, p defied by d ˆ (3.28.) is the geostrophic streamfuctio for the flow i the specific volume aomaly surface ˆ SA,, p ˆ relative to the flow at (that is, at p dbar). Thus the twodimesioal gradiet of i the ˆ specific volume aomaly surface is simply related to the differece betwee the horizotal geostrophic velocity v i the ˆ ˆ surface ad at the sea surface v accordig to k v v or ˆ k f v f v. (3.28.2) The defiitio, Eq. (3.28.), of the otgomery geostrophic streamfuctio applies to all choices of the referece values SA ad i the defiitio, Eq. (3.7.3), of the specific volume aomaly. By carefully choosig these referece values the specific volume aomaly surface ca be made to closely approximate the eutral taget plae (cdougall ad Jackett (27)). It is ot ucommo to read of authors usig the otgomery geostrophic streamfuctio, Eq. (3.28.), as a geostrophic streamfuctio i surfaces other tha specific volume aomaly surfaces. This icurs errors that should be recogized. For example, the gradiet of the otgomery geostrophic streamfuctio, Eq. (3.28.), i a eutral taget plae becomes (istead of Eq. (3.28.2) i the ˆ ˆ surface) k fv fv ˆ, (3.28.3) where the last term represets a error arisig from usig the otgomery streamfuctio i a surface other tha the surface for which it was derived. Zhag ad Hogg (992) subtracted a arbitrary pressure offset,, from i the first term i Eq. (3.28.), so defiig the modified otgomery streamfuctio Z-H ˆ ˆ S p, p, p d. (3.28.4) Z-H A The gradiet of i a eutral taget plae becomes Z-H k fv fv ˆ, (3.28.5) where the last term ca be made sigificatly smaller tha the correspodig term i Eq. (3.28.3) by choosig the costat pressure to be close to the average pressure o the surface. This term ca be further miimized by suitably choosig the costat referece values SA ad i the defiitio, Eq. (3.7.3), of specific volume aomaly so that this surface more closely approximates the eutral taget plae (cdougall (989)). This improvemet is available because it ca be show that ˆ S A,, p ˆ SA,, p T b The last term i Eq. (3.28.5) is the approximately. (3.28.6) 2 (3.28.7) 2 T b ad hece suitable choices of, SA ad ca reduce the last term i Eq. (3.28.5) that represets the error i iterpretig the otgomery geostrophic streamfuctio, Eq. (3.28.4), as the geostrophic streamfuctio i a surface that is more eutral tha a specific volume aomaly surface. 2 2 The otgomery geostrophic streamfuctio should be quoted i uits of m s. These are the uits i which the GSW Toolbox outputs the otgomery geostrophic
5 Notes o gsw_geostrophic_velocity 5 streamfuctio i the fuctio gsw_geo_strf_otgomery(sa,ct,p,p_ref). Whe the last argumet of this fuctio, p_ref, is other tha zero, the fuctio returs the otgomery geostrophic streamfuctio with respect to a (deep) referece sea pressure p_ref, rather tha with respect to p dbar (i.e. ) as i Eq. (3.28.) Cuigham geostrophic streamfuctio Cuigham (2) ad Alderso ad Killworth (25), followig Sauders (995) ad Killworth (986), suggested that a suitable streamfuctio o a desity surface i a compressible ocea would be the differece betwee the Beroulli fuctio B ad potetial ethalpy h. Sice the kietic eergy per uit mass, uu, is a tiy compoet 2 of the Beroulli fuctio, it was igored ad Cuigham (2) essetially proposed the streamfuctio (see his equatio (2)), where B h uu 2 h h hs ˆ(,, p) hs ˆ(,,) vˆ S ( p), ( p), p d. A A A (3.29.) The last lie of this equatio has used the hydrostatic equatio z g to express gz i terms of the vertical pressure itegral of specific volume ad the height of the sea surface where the geopotetial is. The differece betwee ethalpy ad potetial ethalpy h h i this equatio has bee amed dyamic ethalpy by Youg (2). The defiitio of potetial ethalpy, Eq. (3.2.), is used to rewrite the last lie of Eq. (3.29.), showig that Cuigham s is also equal to ˆv S A ( p ), ( p ), p ĥs SO,C, p ˆvS A,, p d ĥs,, p A c p. (3.29.2) The first lie of this equatios appears very similar to the expressio, Eq. (3.27.), for dyamic height aomaly, the oly differece beig that i Eq. (3.27.) the pressureidepedet values of Absolute Saliity ad Coservative Temperature were S SO ad C whereas here they are the local values o the surface, S A ad. While these local values of Absolute Saliity ad Coservative Temperature are costat durig the pressure itegral i Eq. (3.29.2), they do vary with latitude ad logitude alog ay desity surface. The gradiet of alog the eutral taget plae is 2 T b (3.29.3) z, 2 (from cdougall ad Klocker (2)) so that the error i i usig as the geostrophic streamfuctio is approximately T 2 2 b. Whe usig the Cuigham streamfuctio i a potetial desity surface, the error i is approximately T 2 b 2r. The Cuigham geostrophic 2 2 streamfuctio should be quoted i uits of m s ad is available i the GSW Oceaographic Toolbox as the fuctio gsw_geo_strf_cuigham(sa,ct,p,p_ref). Whe the last argumet of this fuctio, p_ref, is other tha zero, the fuctio returs the Cuigham geostrophic streamfuctio with respect to a (deep) referece sea pressure p_ref, rather tha with respect to p dbar (i.e. ) as i Eq. (3.29.).
6 Notes o gsw_geostrophic_velocity Geostrophic streamfuctio i a approximately eutral surface I order to evaluate a relatively accurate expressio for the geostrophic streamfuctio i a approximately eutral surface a suitable referece seawater parcel SA,, p is selected from the approximately eutral surface that oe is cosiderig, ad the specific volume aomaly is defied as i (3.7.3) above. The approximate geostrophic streamfuctio is give by (from cdougall ad Klocker (2)) 2 SA,, p 2 T b 2 d. (3.3.) This expressio is more accurate tha the otgomery ad Cuigham geostrophic streamfuctios whe used i potetial desity surfaces, i the surfaces of Klocker et al. (29a,b) ad i the Neutral Desity surfaces of Jackett ad cdougall (997). That is, i these surfaces z k f v f v to a very good approximatio. I Eq. (3.3.) T b is take to be the costat value 2.7x K (a) m s. This approximate isopycal geostrophic streamfuctio of cdougall ad Klocker (2) is available as the fuctio gsw_geo_strf_isopycal i the GSW Toolbox. Whe the last argumet of this fuctio, p_ref, is other tha zero, the fuctio returs the isopycal geostrophic streamfuctio with respect to a (deep) referece sea pressure p_ref, rather tha with respect to the sea surface at p dbar (i.e. ) as i Eq. (3.3.).
is proportional to the amount by which this velocity is not parallel to the direction of the thermal wind shear v z = v v, (V_rotate_03)
97 Whe globally itegrated over complete desity surfaces, the total trasport due to these o- liear processes ca be calculated. I gree is the mea diaeutral trasport from the ill- defied ature of eutral surfaces,
More information1 Adiabatic and diabatic representations
1 Adiabatic ad diabatic represetatios 1.1 Bor-Oppeheimer approximatio The time-idepedet Schrödiger equatio for both electroic ad uclear degrees of freedom is Ĥ Ψ(r, R) = E Ψ(r, R), (1) where the full molecular
More informationOptimally Sparse SVMs
A. Proof of Lemma 3. We here prove a lower boud o the umber of support vectors to achieve geeralizatio bouds of the form which we cosider. Importatly, this result holds ot oly for liear classifiers, but
More informationNICK DUFRESNE. 1 1 p(x). To determine some formulas for the generating function of the Schröder numbers, r(x) = a(x) =
AN INTRODUCTION TO SCHRÖDER AND UNKNOWN NUMBERS NICK DUFRESNE Abstract. I this article we will itroduce two types of lattice paths, Schröder paths ad Ukow paths. We will examie differet properties of each,
More informationA 2nTH ORDER LINEAR DIFFERENCE EQUATION
A 2TH ORDER LINEAR DIFFERENCE EQUATION Doug Aderso Departmet of Mathematics ad Computer Sciece, Cocordia College Moorhead, MN 56562, USA ABSTRACT: We give a formulatio of geeralized zeros ad (, )-discojugacy
More informationPhysics Supplement to my class. Kinetic Theory
Physics Supplemet to my class Leaers should ote that I have used symbols for geometrical figures ad abbreviatios through out the documet. Kietic Theory 1 Most Probable, Mea ad RMS Speed of Gas Molecules
More informationMachine Learning for Data Science (CS 4786)
Machie Learig for Data Sciece CS 4786) Lecture & 3: Pricipal Compoet Aalysis The text i black outlies high level ideas. The text i blue provides simple mathematical details to derive or get to the algorithm
More informationPrinciple Of Superposition
ecture 5: PREIMINRY CONCEP O RUCUR NYI Priciple Of uperpositio Mathematically, the priciple of superpositio is stated as ( a ) G( a ) G( ) G a a or for a liear structural system, the respose at a give
More informationNUMERICAL METHODS FOR SOLVING EQUATIONS
Mathematics Revisio Guides Numerical Methods for Solvig Equatios Page 1 of 11 M.K. HOME TUITION Mathematics Revisio Guides Level: GCSE Higher Tier NUMERICAL METHODS FOR SOLVING EQUATIONS Versio:. Date:
More information2.004 Dynamics and Control II Spring 2008
MIT OpeCourseWare http://ocw.mit.edu 2.004 Dyamics ad Cotrol II Sprig 2008 For iformatio about citig these materials or our Terms of Use, visit: http://ocw.mit.edu/terms. Massachusetts Istitute of Techology
More informationTrue Nature of Potential Energy of a Hydrogen Atom
True Nature of Potetial Eergy of a Hydroge Atom Koshu Suto Key words: Bohr Radius, Potetial Eergy, Rest Mass Eergy, Classical Electro Radius PACS codes: 365Sq, 365-w, 33+p Abstract I cosiderig the potetial
More information17 Phonons and conduction electrons in solids (Hiroshi Matsuoka)
7 Phoos ad coductio electros i solids Hiroshi Matsuoa I this chapter we will discuss a miimal microscopic model for phoos i a solid ad a miimal microscopic model for coductio electros i a simple metal.
More informationSimilarity between quantum mechanics and thermodynamics: Entropy, temperature, and Carnot cycle
Similarity betwee quatum mechaics ad thermodyamics: Etropy, temperature, ad Carot cycle Sumiyoshi Abe 1,,3 ad Shiji Okuyama 1 1 Departmet of Physical Egieerig, Mie Uiversity, Mie 514-8507, Japa Istitut
More informationMath 113, Calculus II Winter 2007 Final Exam Solutions
Math, Calculus II Witer 7 Fial Exam Solutios (5 poits) Use the limit defiitio of the defiite itegral ad the sum formulas to compute x x + dx The check your aswer usig the Evaluatio Theorem Solutio: I this
More informationFrequentist Inference
Frequetist Iferece The topics of the ext three sectios are useful applicatios of the Cetral Limit Theorem. Without kowig aythig about the uderlyig distributio of a sequece of radom variables {X i }, for
More informationJohn Riley 30 August 2016
Joh Riley 3 August 6 Basic mathematics of ecoomic models Fuctios ad derivatives Limit of a fuctio Cotiuity 3 Level ad superlevel sets 3 4 Cost fuctio ad margial cost 4 5 Derivative of a fuctio 5 6 Higher
More informationStreamfunction-Vorticity Formulation
Streamfuctio-Vorticity Formulatio A. Salih Departmet of Aerospace Egieerig Idia Istitute of Space Sciece ad Techology, Thiruvaathapuram March 2013 The streamfuctio-vorticity formulatio was amog the first
More informationChapter Vectors
Chapter 4. Vectors fter readig this chapter you should be able to:. defie a vector. add ad subtract vectors. fid liear combiatios of vectors ad their relatioship to a set of equatios 4. explai what it
More informationRelations between the continuous and the discrete Lotka power function
Relatios betwee the cotiuous ad the discrete Lotka power fuctio by L. Egghe Limburgs Uiversitair Cetrum (LUC), Uiversitaire Campus, B-3590 Diepebeek, Belgium ad Uiversiteit Atwerpe (UA), Campus Drie Eike,
More informationMa 530 Introduction to Power Series
Ma 530 Itroductio to Power Series Please ote that there is material o power series at Visual Calculus. Some of this material was used as part of the presetatio of the topics that follow. What is a Power
More informationSection 13.3 Area and the Definite Integral
Sectio 3.3 Area ad the Defiite Itegral We ca easily fid areas of certai geometric figures usig well-kow formulas: However, it is t easy to fid the area of a regio with curved sides: METHOD: To evaluate
More informationINTEGRATION BY PARTS (TABLE METHOD)
INTEGRATION BY PARTS (TABLE METHOD) Suppose you wat to evaluate cos d usig itegratio by parts. Usig the u dv otatio, we get So, u dv d cos du d v si cos d si si d or si si d We see that it is ecessary
More informationR is a scalar defined as follows:
Math 8. Notes o Dot Product, Cross Product, Plaes, Area, ad Volumes This lecture focuses primarily o the dot product ad its may applicatios, especially i the measuremet of agles ad scalar projectio ad
More informationThe Random Walk For Dummies
The Radom Walk For Dummies Richard A Mote Abstract We look at the priciples goverig the oe-dimesioal discrete radom walk First we review five basic cocepts of probability theory The we cosider the Beroulli
More information6 Integers Modulo n. integer k can be written as k = qn + r, with q,r, 0 r b. So any integer.
6 Itegers Modulo I Example 2.3(e), we have defied the cogruece of two itegers a,b with respect to a modulus. Let us recall that a b (mod ) meas a b. We have proved that cogruece is a equivalece relatio
More informationSECTION 2 Electrostatics
SECTION Electrostatics This sectio, based o Chapter of Griffiths, covers effects of electric fields ad forces i static (timeidepedet) situatios. The topics are: Electric field Gauss s Law Electric potetial
More informationDiscrete-Time Systems, LTI Systems, and Discrete-Time Convolution
EEL5: Discrete-Time Sigals ad Systems. Itroductio I this set of otes, we begi our mathematical treatmet of discrete-time s. As show i Figure, a discrete-time operates or trasforms some iput sequece x [
More informationChapter 9: Numerical Differentiation
178 Chapter 9: Numerical Differetiatio Numerical Differetiatio Formulatio of equatios for physical problems ofte ivolve derivatives (rate-of-chage quatities, such as velocity ad acceleratio). Numerical
More information(b) What is the probability that a particle reaches the upper boundary n before the lower boundary m?
MATH 529 The Boudary Problem The drukard s walk (or boudary problem) is oe of the most famous problems i the theory of radom walks. Oe versio of the problem is described as follows: Suppose a particle
More informationAssignment 2 Solutions SOLUTION. ϕ 1 Â = 3 ϕ 1 4i ϕ 2. The other case can be dealt with in a similar way. { ϕ 2 Â} χ = { 4i ϕ 1 3 ϕ 2 } χ.
PHYSICS 34 QUANTUM PHYSICS II (25) Assigmet 2 Solutios 1. With respect to a pair of orthoormal vectors ϕ 1 ad ϕ 2 that spa the Hilbert space H of a certai system, the operator  is defied by its actio
More informationAP Calculus BC Review Applications of Derivatives (Chapter 4) and f,
AP alculus B Review Applicatios of Derivatives (hapter ) Thigs to Kow ad Be Able to Do Defiitios of the followig i terms of derivatives, ad how to fid them: critical poit, global miima/maima, local (relative)
More informationACCESS TO SCIENCE, ENGINEERING AND AGRICULTURE: MATHEMATICS 1 MATH00030 SEMESTER / Statistics
ACCESS TO SCIENCE, ENGINEERING AND AGRICULTURE: MATHEMATICS 1 MATH00030 SEMESTER 1 018/019 DR. ANTHONY BROWN 8. Statistics 8.1. Measures of Cetre: Mea, Media ad Mode. If we have a series of umbers the
More informationSequences of Definite Integrals, Factorials and Double Factorials
47 6 Joural of Iteger Sequeces, Vol. 8 (5), Article 5.4.6 Sequeces of Defiite Itegrals, Factorials ad Double Factorials Thierry Daa-Picard Departmet of Applied Mathematics Jerusalem College of Techology
More informationsubject to A 1 x + A 2 y b x j 0, j = 1,,n 1 y j = 0 or 1, j = 1,,n 2
Additioal Brach ad Boud Algorithms 0-1 Mixed-Iteger Liear Programmig The brach ad boud algorithm described i the previous sectios ca be used to solve virtually all optimizatio problems cotaiig iteger variables,
More informationQ-BINOMIALS AND THE GREATEST COMMON DIVISOR. Keith R. Slavin 8474 SW Chevy Place, Beaverton, Oregon 97008, USA.
INTEGERS: ELECTRONIC JOURNAL OF COMBINATORIAL NUMBER THEORY 8 2008, #A05 Q-BINOMIALS AND THE GREATEST COMMON DIVISOR Keith R. Slavi 8474 SW Chevy Place, Beaverto, Orego 97008, USA slavi@dsl-oly.et Received:
More information3. Z Transform. Recall that the Fourier transform (FT) of a DT signal xn [ ] is ( ) [ ] = In order for the FT to exist in the finite magnitude sense,
3. Z Trasform Referece: Etire Chapter 3 of text. Recall that the Fourier trasform (FT) of a DT sigal x [ ] is ω ( ) [ ] X e = j jω k = xe I order for the FT to exist i the fiite magitude sese, S = x [
More information6.3 Testing Series With Positive Terms
6.3. TESTING SERIES WITH POSITIVE TERMS 307 6.3 Testig Series With Positive Terms 6.3. Review of what is kow up to ow I theory, testig a series a i for covergece amouts to fidig the i= sequece of partial
More informationLimitation of Applicability of Einstein s. Energy-Momentum Relationship
Limitatio of Applicability of Eistei s Eergy-Mometum Relatioship Koshu Suto Koshu_suto19@mbr.ifty.com Abstract Whe a particle moves through macroscopic space, for a isolated system, as its velocity icreases,
More information1 6 = 1 6 = + Factorials and Euler s Gamma function
Royal Holloway Uiversity of Lodo Departmet of Physics Factorials ad Euler s Gamma fuctio Itroductio The is a self-cotaied part of the course dealig, essetially, with the factorial fuctio ad its geeralizatio
More informationTEACHER CERTIFICATION STUDY GUIDE
COMPETENCY 1. ALGEBRA SKILL 1.1 1.1a. ALGEBRAIC STRUCTURES Kow why the real ad complex umbers are each a field, ad that particular rigs are ot fields (e.g., itegers, polyomial rigs, matrix rigs) Algebra
More informationThe Minimum Distance Energy for Polygonal Unknots
The Miimum Distace Eergy for Polygoal Ukots By:Johaa Tam Advisor: Rollad Trapp Abstract This paper ivestigates the eergy U MD of polygoal ukots It provides equatios for fidig the eergy for ay plaar regular
More informationWHAT IS THE PROBABILITY FUNCTION FOR LARGE TSUNAMI WAVES? ABSTRACT
WHAT IS THE PROBABILITY FUNCTION FOR LARGE TSUNAMI WAVES? Harold G. Loomis Hoolulu, HI ABSTRACT Most coastal locatios have few if ay records of tsuami wave heights obtaied over various time periods. Still
More informationΩ ). Then the following inequality takes place:
Lecture 8 Lemma 5. Let f : R R be a cotiuously differetiable covex fuctio. Choose a costat δ > ad cosider the subset Ωδ = { R f δ } R. Let Ωδ ad assume that f < δ, i.e., is ot o the boudary of f = δ, i.e.,
More informationANALYSIS OF EXPERIMENTAL ERRORS
ANALYSIS OF EXPERIMENTAL ERRORS All physical measuremets ecoutered i the verificatio of physics theories ad cocepts are subject to ucertaities that deped o the measurig istrumets used ad the coditios uder
More informationMatsubara-Green s Functions
Matsubara-Gree s Fuctios Time Orderig : Cosider the followig operator If H = H the we ca trivially factorise this as, E(s = e s(h+ E(s = e sh e s I geeral this is ot true. However for practical applicatio
More informationA sequence of numbers is a function whose domain is the positive integers. We can see that the sequence
Sequeces A sequece of umbers is a fuctio whose domai is the positive itegers. We ca see that the sequece,, 2, 2, 3, 3,... is a fuctio from the positive itegers whe we write the first sequece elemet as
More informationChapter 9 - CD companion 1. A Generic Implementation; The Common-Merge Amplifier. 1 τ is. ω ch. τ io
Chapter 9 - CD compaio CHAPTER NINE CD-9.2 CD-9.2. Stages With Voltage ad Curret Gai A Geeric Implemetatio; The Commo-Merge Amplifier The advaced method preseted i the text for approximatig cutoff frequecies
More informationChapter 4. Fourier Series
Chapter 4. Fourier Series At this poit we are ready to ow cosider the caoical equatios. Cosider, for eample the heat equatio u t = u, < (4.) subject to u(, ) = si, u(, t) = u(, t) =. (4.) Here,
More information6.867 Machine learning, lecture 7 (Jaakkola) 1
6.867 Machie learig, lecture 7 (Jaakkola) 1 Lecture topics: Kerel form of liear regressio Kerels, examples, costructio, properties Liear regressio ad kerels Cosider a slightly simpler model where we omit
More informationProbability, Expectation Value and Uncertainty
Chapter 1 Probability, Expectatio Value ad Ucertaity We have see that the physically observable properties of a quatum system are represeted by Hermitea operators (also referred to as observables ) such
More informationProvläsningsexemplar / Preview TECHNICAL REPORT INTERNATIONAL SPECIAL COMMITTEE ON RADIO INTERFERENCE
TECHNICAL REPORT CISPR 16-4-3 2004 AMENDMENT 1 2006-10 INTERNATIONAL SPECIAL COMMITTEE ON RADIO INTERFERENCE Amedmet 1 Specificatio for radio disturbace ad immuity measurig apparatus ad methods Part 4-3:
More informationSequences A sequence of numbers is a function whose domain is the positive integers. We can see that the sequence
Sequeces A sequece of umbers is a fuctio whose domai is the positive itegers. We ca see that the sequece 1, 1, 2, 2, 3, 3,... is a fuctio from the positive itegers whe we write the first sequece elemet
More information4.3 Growth Rates of Solutions to Recurrences
4.3. GROWTH RATES OF SOLUTIONS TO RECURRENCES 81 4.3 Growth Rates of Solutios to Recurreces 4.3.1 Divide ad Coquer Algorithms Oe of the most basic ad powerful algorithmic techiques is divide ad coquer.
More informationLesson 10: Limits and Continuity
www.scimsacademy.com Lesso 10: Limits ad Cotiuity SCIMS Academy 1 Limit of a fuctio The cocept of limit of a fuctio is cetral to all other cocepts i calculus (like cotiuity, derivative, defiite itegrals
More informationRay-triangle intersection
Ray-triagle itersectio ria urless October 2006 I this hadout, we explore the steps eeded to compute the itersectio of a ray with a triagle, ad the to compute the barycetric coordiates of that itersectio.
More informationSection 1.1. Calculus: Areas And Tangents. Difference Equations to Differential Equations
Differece Equatios to Differetial Equatios Sectio. Calculus: Areas Ad Tagets The study of calculus begis with questios about chage. What happes to the velocity of a swigig pedulum as its positio chages?
More informationFIR Filter Design: Part II
EEL335: Discrete-Time Sigals ad Systems. Itroductio I this set of otes, we cosider how we might go about desigig FIR filters with arbitrary frequecy resposes, through compositio of multiple sigle-peak
More informationDISTRIBUTION LAW Okunev I.V.
1 DISTRIBUTION LAW Okuev I.V. Distributio law belogs to a umber of the most complicated theoretical laws of mathematics. But it is also a very importat practical law. Nothig ca help uderstad complicated
More informationON A THEOREM BY J. L. WALSH CONCERNING THE MODULI OF ROOTS OF ALGEBRAIC EQUATIONS
ON A THEOREM BY J. L. WALSH CONCERNING THE MODULI OF ROOTS OF ALGEBRAIC EQUATIONS ALEXANDER OSTROWSKI I 1881 A. E. Pellet published 1 the followig very useful theorem: If the polyomial F(z) = 0 O + ai
More informationREGRESSION (Physics 1210 Notes, Partial Modified Appendix A)
REGRESSION (Physics 0 Notes, Partial Modified Appedix A) HOW TO PERFORM A LINEAR REGRESSION Cosider the followig data poits ad their graph (Table I ad Figure ): X Y 0 3 5 3 7 4 9 5 Table : Example Data
More informationSINGLE-CHANNEL QUEUING PROBLEMS APPROACH
SINGLE-CHANNEL QUEUING ROBLEMS AROACH Abdurrzzag TAMTAM, Doctoral Degree rogramme () Dept. of Telecommuicatios, FEEC, BUT E-mail: xtamta@stud.feec.vutbr.cz Supervised by: Dr. Karol Molár ABSTRACT The paper
More informationZ ß cos x + si x R du We start with the substitutio u = si(x), so du = cos(x). The itegral becomes but +u we should chage the limits to go with the ew
Problem ( poits) Evaluate the itegrals Z p x 9 x We ca draw a right triagle labeled this way x p x 9 From this we ca read off x = sec, so = sec ta, ad p x 9 = R ta. Puttig those pieces ito the itegralrwe
More informationChimica Inorganica 3
himica Iorgaica Irreducible Represetatios ad haracter Tables Rather tha usig geometrical operatios, it is ofte much more coveiet to employ a ew set of group elemets which are matrices ad to make the rule
More informationFig. 1: Streamline coordinates
1 Equatio of Motio i Streamlie Coordiate Ai A. Soi, MIT 2.25 Advaced Fluid Mechaic Euler equatio expree the relatiohip betwee the velocity ad the preure field i ivicid flow. Writte i term of treamlie coordiate,
More informationEcon 325/327 Notes on Sample Mean, Sample Proportion, Central Limit Theorem, Chi-square Distribution, Student s t distribution 1.
Eco 325/327 Notes o Sample Mea, Sample Proportio, Cetral Limit Theorem, Chi-square Distributio, Studet s t distributio 1 Sample Mea By Hiro Kasahara We cosider a radom sample from a populatio. Defiitio
More informationPolynomial Functions and Their Graphs
Polyomial Fuctios ad Their Graphs I this sectio we begi the study of fuctios defied by polyomial expressios. Polyomial ad ratioal fuctios are the most commo fuctios used to model data, ad are used extesively
More informationSeptember 2012 C1 Note. C1 Notes (Edexcel) Copyright - For AS, A2 notes and IGCSE / GCSE worksheets 1
September 0 s (Edecel) Copyright www.pgmaths.co.uk - For AS, A otes ad IGCSE / GCSE worksheets September 0 Copyright www.pgmaths.co.uk - For AS, A otes ad IGCSE / GCSE worksheets September 0 Copyright
More informationOn a Smarandache problem concerning the prime gaps
O a Smaradache problem cocerig the prime gaps Felice Russo Via A. Ifate 7 6705 Avezzao (Aq) Italy felice.russo@katamail.com Abstract I this paper, a problem posed i [] by Smaradache cocerig the prime gaps
More informationNUMERICAL METHODS COURSEWORK INFORMAL NOTES ON NUMERICAL INTEGRATION COURSEWORK
NUMERICAL METHODS COURSEWORK INFORMAL NOTES ON NUMERICAL INTEGRATION COURSEWORK For this piece of coursework studets must use the methods for umerical itegratio they meet i the Numerical Methods module
More informationx a x a Lecture 2 Series (See Chapter 1 in Boas)
Lecture Series (See Chapter i Boas) A basic ad very powerful (if pedestria, recall we are lazy AD smart) way to solve ay differetial (or itegral) equatio is via a series expasio of the correspodig solutio
More informationMechatronics. Time Response & Frequency Response 2 nd -Order Dynamic System 2-Pole, Low-Pass, Active Filter
Time Respose & Frequecy Respose d -Order Dyamic System -Pole, Low-Pass, Active Filter R 4 R 7 C 5 e i R 1 C R 3 - + R 6 - + e out Assigmet: Perform a Complete Dyamic System Ivestigatio of the Two-Pole,
More informationChE 471 Lecture 10 Fall 2005 SAFE OPERATION OF TUBULAR (PFR) ADIABATIC REACTORS
SAFE OPERATION OF TUBULAR (PFR) ADIABATIC REACTORS I a exothermic reactio the temperature will cotiue to rise as oe moves alog a plug flow reactor util all of the limitig reactat is exhausted. Schematically
More informationOblivious Transfer using Elliptic Curves
Oblivious Trasfer usig Elliptic Curves bhishek Parakh Louisiaa State Uiversity, ato Rouge, L May 4, 006 bstract: This paper proposes a algorithm for oblivious trasfer usig elliptic curves lso, we preset
More informationFluid Physics 8.292J/12.330J % (1)
Fluid Physics 89J/133J Problem Set 5 Solutios 1 Cosider the flow of a Euler fluid i the x directio give by for y > d U = U y 1 d for y d U + y 1 d for y < This flow does ot vary i x or i z Determie the
More informationProof of Goldbach s Conjecture. Reza Javaherdashti
Proof of Goldbach s Cojecture Reza Javaherdashti farzijavaherdashti@gmail.com Abstract After certai subsets of Natural umbers called Rage ad Row are defied, we assume (1) there is a fuctio that ca produce
More informationAppendix: The Laplace Transform
Appedix: The Laplace Trasform The Laplace trasform is a powerful method that ca be used to solve differetial equatio, ad other mathematical problems. Its stregth lies i the fact that it allows the trasformatio
More informationMath 10A final exam, December 16, 2016
Please put away all books, calculators, cell phoes ad other devices. You may cosult a sigle two-sided sheet of otes. Please write carefully ad clearly, USING WORDS (ot just symbols). Remember that the
More informationAn Introduction to Randomized Algorithms
A Itroductio to Radomized Algorithms The focus of this lecture is to study a radomized algorithm for quick sort, aalyze it usig probabilistic recurrece relatios, ad also provide more geeral tools for aalysis
More information4.1 Sigma Notation and Riemann Sums
0 the itegral. Sigma Notatio ad Riema Sums Oe strategy for calculatig the area of a regio is to cut the regio ito simple shapes, calculate the area of each simple shape, ad the add these smaller areas
More informationMATH 10550, EXAM 3 SOLUTIONS
MATH 155, EXAM 3 SOLUTIONS 1. I fidig a approximate solutio to the equatio x 3 +x 4 = usig Newto s method with iitial approximatio x 1 = 1, what is x? Solutio. Recall that x +1 = x f(x ) f (x ). Hece,
More information1 Approximating Integrals using Taylor Polynomials
Seughee Ye Ma 8: Week 7 Nov Week 7 Summary This week, we will lear how we ca approximate itegrals usig Taylor series ad umerical methods. Topics Page Approximatig Itegrals usig Taylor Polyomials. Defiitios................................................
More informationProperties and Tests of Zeros of Polynomial Functions
Properties ad Tests of Zeros of Polyomial Fuctios The Remaider ad Factor Theorems: Sythetic divisio ca be used to fid the values of polyomials i a sometimes easier way tha substitutio. This is show by
More informationSalmon: Lectures on partial differential equations. 3. First-order linear equations as the limiting case of second-order equations
3. First-order liear equatios as the limitig case of secod-order equatios We cosider the advectio-diffusio equatio (1) v = 2 o a bouded domai, with boudary coditios of prescribed. The coefficiets ( ) (2)
More information( ) ( ), (S3) ( ). (S4)
Ultrasesitivity i phosphorylatio-dephosphorylatio cycles with little substrate: Supportig Iformatio Bruo M.C. Martis, eter S. Swai 1. Derivatio of the equatios associated with the mai model From the differetial
More information1. Collision Theory 2. Activation Energy 3. Potential Energy Diagrams
Chemistry 12 Reactio Kietics II Name: Date: Block: 1. Collisio Theory 2. Activatio Eergy 3. Potetial Eergy Diagrams Collisio Theory (Kietic Molecular Theory) I order for two molecules to react, they must
More informationSection 1 of Unit 03 (Pure Mathematics 3) Algebra
Sectio 1 of Uit 0 (Pure Mathematics ) Algebra Recommeded Prior Kowledge Studets should have studied the algebraic techiques i Pure Mathematics 1. Cotet This Sectio should be studied early i the course
More informationMath 104: Homework 2 solutions
Math 04: Homework solutios. A (0, ): Sice this is a ope iterval, the miimum is udefied, ad sice the set is ot bouded above, the maximum is also udefied. if A 0 ad sup A. B { m + : m, N}: This set does
More informationOrthogonal Gaussian Filters for Signal Processing
Orthogoal Gaussia Filters for Sigal Processig Mark Mackezie ad Kiet Tieu Mechaical Egieerig Uiversity of Wollogog.S.W. Australia Abstract A Gaussia filter usig the Hermite orthoormal series of fuctios
More informationSection 11.8: Power Series
Sectio 11.8: Power Series 1. Power Series I this sectio, we cosider geeralizig the cocept of a series. Recall that a series is a ifiite sum of umbers a. We ca talk about whether or ot it coverges ad i
More informationMathematics Extension 2
009 HIGHER SCHOOL CERTIFICATE EXAMINATION Mathematics Etesio Geeral Istructios Readig time 5 miutes Workig time hours Write usig black or blue pe Board-approved calculators may be used A table of stadard
More informationSNAP Centre Workshop. Basic Algebraic Manipulation
SNAP Cetre Workshop Basic Algebraic Maipulatio 8 Simplifyig Algebraic Expressios Whe a expressio is writte i the most compact maer possible, it is cosidered to be simplified. Not Simplified: x(x + 4x)
More informationInjections, Surjections, and the Pigeonhole Principle
Ijectios, Surjectios, ad the Pigeohole Priciple 1 (10 poits Here we will come up with a sloppy boud o the umber of parethesisestigs (a (5 poits Describe a ijectio from the set of possible ways to est pairs
More informationAccuracy assessment methods and challenges
Accuracy assessmet methods ad challeges Giles M. Foody School of Geography Uiversity of Nottigham giles.foody@ottigham.ac.uk Backgroud Need for accuracy assessmet established. Cosiderable progress ow see
More informationCS434a/541a: Pattern Recognition Prof. Olga Veksler. Lecture 5
CS434a/54a: Patter Recogitio Prof. Olga Veksler Lecture 5 Today Itroductio to parameter estimatio Two methods for parameter estimatio Maimum Likelihood Estimatio Bayesia Estimatio Itroducto Bayesia Decisio
More information6.003 Homework #3 Solutions
6.00 Homework # Solutios Problems. Complex umbers a. Evaluate the real ad imagiary parts of j j. π/ Real part = Imagiary part = 0 e Euler s formula says that j = e jπ/, so jπ/ j π/ j j = e = e. Thus the
More informationU8L1: Sec Equations of Lines in R 2
MCVU U8L: Sec. 8.9. Equatios of Lies i R Review of Equatios of a Straight Lie (-D) Cosider the lie passig through A (-,) with slope, as show i the diagram below. I poit slope form, the equatio of the lie
More informationModified Logistic Maps for Cryptographic Application
Applied Mathematics, 25, 6, 773-782 Published Olie May 25 i SciRes. http://www.scirp.org/joural/am http://dx.doi.org/.4236/am.25.6573 Modified Logistic Maps for Cryptographic Applicatio Shahram Etemadi
More informationTR/46 OCTOBER THE ZEROS OF PARTIAL SUMS OF A MACLAURIN EXPANSION A. TALBOT
TR/46 OCTOBER 974 THE ZEROS OF PARTIAL SUMS OF A MACLAURIN EXPANSION by A. TALBOT .. Itroductio. A problem i approximatio theory o which I have recetly worked [] required for its solutio a proof that the
More information1.3 Convergence Theorems of Fourier Series. k k k k. N N k 1. With this in mind, we state (without proof) the convergence of Fourier series.
.3 Covergece Theorems of Fourier Series I this sectio, we preset the covergece of Fourier series. A ifiite sum is, by defiitio, a limit of partial sums, that is, a cos( kx) b si( kx) lim a cos( kx) b si(
More informationw (1) ˆx w (1) x (1) /ρ and w (2) ˆx w (2) x (2) /ρ.
2 5. Weighted umber of late jobs 5.1. Release dates ad due dates: maximimizig the weight of o-time jobs Oce we add release dates, miimizig the umber of late jobs becomes a sigificatly harder problem. For
More information