Williams' p + 1 algorithm: Difference between revisions

From formulasearchengine
Jump to navigation Jump to search
en>ZéroBot
 
en>Kxx
m {{DISPLAYTITLE}}
 
Line 1: Line 1:
== e para o segmento subcompacto Nike Air Max 90 ==
{{Use dmy dates|date=September 2012}}
In [[geophysics]] and [[reflection seismology]], '''amplitude versus offset''' (AVO) or '''amplitude variation with offset''' is the general term for referring to the dependency of the [[seismic attribute]], [[amplitude]], with the distance between the source and receiver (the offset).  AVO analysis is a technique that [[geophysicists]] can execute on seismic data to determine a rock’s [[hydrocarbon|fluid content]], [[porosity]], [[density]] or [[seismic wave|seismic velocity]], shear wave information, fluid indicators(hydrocarbon indications).<ref>http://www.glossary.oilfield.slb.com/Display.cfm?Term=amplitude%20variation%20with%20offset Schlumberger Oilfield Glossary</ref>


Toyota certamente faz as coisas direito, porque no segundo lugar na categoria de carros compactos é o Auris, e para o segmento subcompacto, o Yaris / Vitz brilhantemente toma o primeiro lugar. Eu nunca usei isso, visitou hoje a noite, e descobriu que ligação claramente destacado.. <br><br>Você tinha que tocar ou texto dele, mas você não obter a sua correção. Los medios de difusão ha jugado protagonismo Importante en la mala educacion alimenticia de comida rapida como el internet, la radio y la televisão that con tal de Aumentar sus ganancias bombardean um nios y jvenes de anuncios sobre comida chatarra, golosinas y refrigerantes Opaco filho los un . <br><br>Você pode mudar as pessoas? bem que não é o meu trabalho para que as pessoas gostam de mim apenas por causa do que eu pareço com isso, se eles não gosta de mim eles podem jogá-lo onde o sol brilhar don .. O relatório, divulgado pela Electronic Privacy Information Center (EPIC), contra 100 . <br><br>Ele pode ser atroz na sua condenação, contudo, você deve saber a razão do seu ex-namorado é, na verdade dizendo que ele está dizendo. Com WOFF 2.0 no pipeline, devemos ver outra melhoria de [http://www.globalconsulting.pt/online/includes/archive/error.asp Nike Air Max 90] compressão de 30% no futuro próximo .. Sempre que alguém navega na net que ele / ela tem que passar por inúmeros problemas. Eu jogo com 132 FPS constante, se eu estou em um midfight aberto no ermo ou se eu estou em um pequeno corredor [http://www.eiclicaqui.com/estudo/media.asp Timberland Boots] sozinho. <br><br>Juntos, vamos trabalhar como uma equipe para web design e desenvolvimento de aplicações web, oferecendo solução de aplicação web, a solução de design gráfico, solução de comércio eletrônico e outras soluções relacionadas web. 4. Para os mais pequenos, você pode aproveitar jogos interessantes de vídeo, jogos educativos, chocolates, interior, bem como jogos ao ar livre .. E uma das principais rede famoso poderia ser o twitter . <br><br>Sua home page, ou Dashboard, dá-lhe uma visão geral concisa das tendências do tráfego [http://www.cnod.org.pt/semanario/event.asp Nike Free Run] do seu site, e pode ser personalizado para mostrar apenas as informações que você está mais interessado em. Todos reconhecem o valor de um comercial de TV. "Ele disse, 'Eu [http://www.eiclicaqui.com/estudo/media.asp Timberland Pt] estou indo dar-lhe o que eu tenho, o treinador". Essa não é a língua que ele fala. <br><br>Lugares foi. Se o cliente encomendou uma peça personalizada que foi acima e além de suas expectativas ou sua ordem estava errado eo varejista de jóias on-line prontamente fixa-lo, estes são os comentários de realmente ler de perto para ver exatamente o que fez o cliente feliz ... <br><br>Então, anote o tamanho exato ea nossa cor preferida. 6. Você vai acabar ao longo da praia Oceano Antártico entre Lorne e Apollo Bay, e as enormes ondas em torno Bells Beach são o sonho de qualquer surfista. Você já recebeu um telefonema de um número não reconhecido? Bem, você não é o único.<ul>
The phenomenon is based on the relationship between the [[reflection coefficient]] and the [[angle of incidence]] and has been understood since the early 20th century when [[Karl Zoeppritz]] wrote down the [[Zoeppritz equations]]. Due to its physical origin, AVO can also be known as '''amplitude versus angle''' (AVA), but AVO is the more commonly used term because the offset is what a geophysicist can vary in order to change the angle of incidence. (See diagram)
 
  <li>[http://www.pierre-le-jeune.info/spip.php?article3 http://www.pierre-le-jeune.info/spip.php?article3]</li>
 
  <li>[http://bbs.shenghuoqu.com.cn/forum.php?mod=viewthread&tid=1308450 http://bbs.shenghuoqu.com.cn/forum.php?mod=viewthread&tid=1308450]</li>
 
  <li>[http://cerisier.info/spip.php?article20/ http://cerisier.info/spip.php?article20/]</li>
 
  <li>[http://ks35439.kimsufi.com/spip.php?article453/ http://ks35439.kimsufi.com/spip.php?article453/]</li>
 
  <li>[http://globaldialogue2013.go.tz/gdforum/activity http://globaldialogue2013.go.tz/gdforum/activity]</li>
 
</ul>


== Assim Óculos Ray Ban ==
[[File:Layout of a Seismic Survey.png|thumb|Diagram showing how the layout of sources and receivers affects the angle of incidence]]


Normalmente os meninos e meninas mais jovens usam namoro on-line, pelo amor agradável e experimentar isso por meio de namoro serviços especializados para adolescentes. Uma das questões-chave que vão ter de olhar para esta unidade é exatamente onde ele deveria caber como já vimos um bom desempenho 650W unidade 80 Plus Bronze da XFX, que ainda está sendo produzido ativamente na Série Núcleo . <br><br>Assim, cada visitante vai ver o site de uma forma que se adapte o mais fácil para ele .. Você pode testar seu novo cabo usando um dos muitos sites de teste de velocidade de internet. Eu acho que você deve entrar em contato com eles por lá, porque eles estão muito interessados ​​na solução que você propôs. Anúncios de publicidade em vídeo Sociais Adweek Aflac Agent Provocateur Agonia Assessores da Air New Zealand nadadores ar companhias aéreas Aish Ajax ak47 akon AKQA albert cai represa alcohol aldi Alec Baldwin Alessandra Ambrosio alicia keys alex Steffen alex alex debogorski métrica Alex Tanney estrangeiros alienware alisha todos os negros almapBBDDO voto alternativo AMA . <br><br>Você pode rolar soquete [http://www.eiclicaqui.com/edrodoviaria/jovemadulto/state.asp Óculos Ray Ban] da CPU, memória, slot de expansão de área, o painel I / O, e áreas de armazenamento. Imagens de boa qualidade são importantes para ter em seu site, mas certifique-se que eles estão weboptimized e carregar rapidamente. Comecei usando o isolamento Ex29 Extrema Headphones sua primeira declaração à PM deve ser:." Oi, eu sou uma empresa de limpeza e eu . Estou interessado em competir para o trabalho neste projeto "Pouco depois que você deve dizer:" Eu sei que você está muito ocupado e eu não vou tomar o seu tempo agora, mas eu quero ser considerado quando for a hora . <br><br>Eu agora também tem uma plataforma mais robusta em que eu possa anunciar qualquer futuro languagerelated book.And Eu também excluídos 5 outros pequenos blogs que eram insignificantes. Jogo Webkinz World Webkinz Webkinz World 11 15 anúncios na web Mundial de Webkinz com mundo laboratório ganz mundo ouro Mundo com Webkinz com [http://www.eiclicaqui.com/edrodoviaria/jovemadulto/state.asp Oculos De Sol Oakley] segredo Mundial 54.. <br><br>E, claro, nunca esquecer é a possível popularidade do seu site .. Isso também irá ajudar na obtenção de uma ampla gama de motores de busca para ligar para o seu site .. Em primeiro lugar, ela pode ser absorvida através do forro do intestino para a corrente sanguínea. Existem alguns sites por aí que apenas 1/10th de pagamento de um centavo ou menos para ver um anúncio [http://www.portugalweb.net/historia/Herois/backup.asp Abercrombie And Fitch Portugal] e para mim que simplesmente não vale a pena o meu tempo. <br><br>". Mantenha-o elegante [http://www.taviweb.pt/images/file/power.asp Oakley Holbrook] Nvidia.kams, eu preciso de você para voltar e girar este homem!! Eu não posso mentir, eu sinto falta . Nós podemos compartilhar fotos e postar vídeos e arquivos de áudio que nos permitem continuar a ser uma parte da vida uns dos outros .. Nós conduzimos o trabalho pesado para atender às suas necessidades, assim você não tem que gastar tempo e finanças pesquisando na rede mundial de computadores para colocar .<ul>
==Background and theory==
 
[[File:Reflection at an interface.png|thumb|Diagram showing the mode conversions that occur when a P-wave reflects off an interface at non-normal incidence]]
  <li>[http://bbs.taitingyu.cn/forum.php?mod=viewthread&tid=541262&extra= http://bbs.taitingyu.cn/forum.php?mod=viewthread&tid=541262&extra=]</li>
For a seismic wave reflecting off an interface between two media at [[normal incidence]], the expression for the reflection coefficient is relatively simple:
 
:<math>R=\frac{(Z_1 - Z_0)^2}{(Z_1 + Z_0)^2}</math>,
  <li>[http://test.bpmn.info/forum/read.php?2,285032 http://test.bpmn.info/forum/read.php?2,285032]</li>
where <math>Z_0</math> and <math>Z_1</math> are the acoustic impedances of the first and second medium, respectively.
 
  <li>[http://lxdiancang.com/news/html/?72442.html http://lxdiancang.com/news/html/?72442.html]</li>
The situation becomes much more complicated in the case of non-normal incidence, due to mode conversion between [[P-waves]] and [[S-waves]], and is described by the Zoeppritz equations.
 
  <li>[http://www.officebj.cn/forum.php?mod=viewthread&tid=80341 http://www.officebj.cn/forum.php?mod=viewthread&tid=80341]</li>
 
  <li>[http://www.dailymenanews.com/node/37069 http://www.dailymenanews.com/node/37069]</li>
 
</ul>


== O Design Alvo Cookbook Oakley Jawbone ==
===Zoeppritz equations===
{{main|Zoeppritz equations}}
In 1919, [[Karl Bernhard Zoeppritz]] derived four equations that determine the amplitudes of [[Reflection (physics)|reflected]] and [[refraction|refracted]] waves at a planar interface for an incident P-wave as a function of the angle of incidence and six independent elastic parameters.<ref>Sheriff, R. E., Geldart, L. P., (1995), 2nd Edition. Exploration Seismology. Cambridge University Press.</ref>  These equations have 4 unknowns and can be solved but they do not give an intuitive understanding for how the reflection amplitudes vary with the rock properties involved.<ref name="ReferenceA">Shuey, R. T. [1985] A simplification of the Zoeppritz equations. Geophysics,  50:609–614</ref>


::: Peito ::: Usando uma máquina de imprensa no peito, pressione as costas contra a almofada de volta. Embora a informação estamos juntos não foi difícil, acabou sendo incrível. Saiba mais sobre as taxas de certos produtos utilizados para passar o teste de drogas de sucesso. <br><br>Domínio. 746 checkins. Ao olhar para o computador / TV e não intermitente suficiente, uma grande área de superfície é apresentada ao olho, o que cria uma perda significativa de lágrimas. No entanto, o Amon Carter Museum, The Art Institute of Chicago, Boston Athenaeum, Boston Public Library, Metropolitan Museum of Art, Museu de Arte Moderna, Sociedade Histórica de Nova Iorque e New York Public Library também tem extensas coleções que estão disponíveis para visualização pelo público.. <br><br>As histórias eo humor são muito eficazes. Três quartos do alfabeto pregado antes de começar jardim de infância) Re:. Tem alguma informação extremamente útil e páginas extras estão sendo adicionados o tempo todo. DeBlieux é certificado em medicina interna, cuidados pulmonarycritical e medicina de emergência e é um dos médicos mais fenomenalmente talentoso que eu já sknown. <br><br>Nada supera 94 'a 98' para me embora. O Emirado Islâmico da Síria, por outro lado, poderia ser uma fonte de terror internacional. MyBlogSpark Alvo: [http://www.taviweb.pt/images/file/power.asp Oakley Jawbone] New Back to School móvel cupons Freschetta: Alto Valor de imprimir cupons ganhar uma [http://www.eiclicaqui.com/edrodoviaria/jovemadulto/state.asp Oculos De Sol Oakley] viagem para Napa Valley da Williams Sonoma Como hospedar um partido da troca Ganhe [http://www.globalconsulting.pt/online/includes/Archive/error.asp Nike Air Max 90] um Washer Maytag, Maré e mais uma cerveja Root grátis flutua Aug.6 de 2013 Starbucks Pumpkin Pound Cake Receita SunMaid: Ganhe um Tablet Digital 200 Vencedores Toys R Us: 25 Cent Crayola Crayon negócio Cuisinart [http://www.portugalweb.net/historia/Herois/backup.asp Abercrombie And Fitch] Mini Prep Food Processor negócio Troca: Dicas e Truques Olive Garden: aperitivo ou sobremesa 39 lugares que você vai querer dormir agora Macaroni Grill : Grátis Pratos Barnes and Noble: BOGO Starbucks Frappucino Glidden: Ganhe um Home Depot cartão $ 500 Presente, mais Livro Recomendação: O Design Alvo Cookbook: US $ 10 $ 40 Mercearia Cupom Shutterfly: 10 Cartões Livre Foto julho 2728, 2013 53 coisas que só 80 meninas podemos compreender a granel Dicas de compras Win 25 mil dólares HGTV consulta gratuita Fim de semana de eventos: julho 2728, 2013 Abercrombie Fitch: 197.000 Vitória Jeans grátis Mais Papa João: 50% Off Pizza 100 Receitas Cool Whip. <br><br>Como muitos de vocês que diz que "apoiar as tropas" já visitou um hospital VA para levar ajuda e conforto para os doentes e feridos? Eu não tenho. Eu tenho um filme, The Last Stand, que sai nesta sexta-feira. Na tradição judaica, o noivo coloca o anel no dedo da noiva, e não o dedo em tudo..<ul>
===Richards and Frasier (1976), Aki and Richards (1980)===
 
P. Richards and C. Frasier<ref>Richards, P. G., and Frasier, C. W., 1976, Scattering of elastic wave from depth-dependent inhomogeneities: Geophysics, 41, 441–458</ref> expanded the terms for the reflection and transmission coefficients for a P-wave incident upon a solid-solid interface and simplify the result by assuming only small changes in elastic properties across the interface. Therefore the squares and differential products are small enough to tend to zero and be removed. This form of the equations allows one to see the effects of density and P- or S- wave velocity variations on the reflection amplitudes. This approximation was popularized in the 1980 book '''''Quantitative Seismology''''' by K. Aki and P. Richards and has since been commonly referred to as the Aki and Richards approximation.<ref>Aki, K. and Richards, P. G., 1980, Quantitative seismology: Theory and methods, v.1 : W.H. Freeman and Co.</ref>
  <li>[http://www.nmmxc.com/bbs/forum.php?mod=viewthread&tid=1117094&fromuid=19922 http://www.nmmxc.com/bbs/forum.php?mod=viewthread&tid=1117094&fromuid=19922]</li>
 
  <li>[http://www.proyectoalba.com.ar/spip.php?article66/ http://www.proyectoalba.com.ar/spip.php?article66/]</li>
 
  <li>[http://www.kunming.tw/forum.php?mod=viewthread&tid=71307 http://www.kunming.tw/forum.php?mod=viewthread&tid=71307]</li>
 
  <li>[http://www.dailyqr.com/blog_entry.php?user=1068525&blogentry_id=16195433 http://www.dailyqr.com/blog_entry.php?user=1068525&blogentry_id=16195433]</li>
 
  <li>[http://verdamilio.net/tonio/spip.php?article1970/ http://verdamilio.net/tonio/spip.php?article1970/]</li>
 
</ul>


== Em terceiro lugar Timberland Boots ==
===Ostrander (1980)===
Ostrander was the first to introduce a practical application of the AVO effect, showing that a gas sand underlying a shale exhibited amplitude variation with offset.<ref>Ostrander, W.J., 1984, Plane wave reflection coefficients for gas sands at non normal angles of incidence: Geophysics, 49, 1637–1648.</ref>


ESPN mag basicamente não tem absolutamente nenhuma notícia em tudo nele, é apenas sinopses e layouts com alguns artigos em profundidade aqui e ali .. Você exigir a tomada esta bolsa para estudar no exterior e este curso deve fechar antes de seu curso de graduação completa .. <br><br>Medscape aumenta domínio online. Twentysix principais compositores de todo o mundo serão apresentados no projeto, eo compositor final, twentyseventh será decidido de uma forma não tradicional no final do year.Hahn apareceu nas capas de todas as principais publicações de música clássica e tem sido destaque no ensino regular . <br><br>Em terceiro lugar, nós acreditamos em operar eticamente. Es como de simples. E também é possível que uma mulher que mostra um resultado normal neste teste de triagem ainda pode dar à luz a um bebê com uma anomalia genética. Eventualmente, ele vai longe demais e ela encontra uma força que ela não sabia que ela tinha para um final surpreendente para o seu caso de amor torcida ... <br><br>Cada um dos nossos pacotes de hospedagem web tem limites de uso específicas definidas. Ao comprar um carro usado, é melhor você ter certeza que você [http://www.eiclicaqui.com/estudo/media.asp Timberland Boots] sabe o suficiente sobre motores e que as falhas que [http://www.eiclicaqui.com/edrodoviaria/jovemadulto/state.asp Óculos De Sol Oakley] procurar.. Se você quer entender essa tecnologia, que vai tomar alguma pesquisa de sua parte. Los medios de difusão ha jugado protagonismo Importante en la mala educacion alimenticia de comida rapida como el internet, [http://www.eiclicaqui.com/edrodoviaria/jovemadulto/state.asp Oculos De Sol Oakley] la radio y la televisão that con tal de Aumentar sus ganancias bombardean um nios y jvenes de anuncios sobre comida chatarra, golosinas y refrigerantes Opaco filho los un . <br><br>Acesso Software e desinstalar a proteção de senha estão disponíveis .. A Yamaha YSP4100 oferece uma infinidade de opções de conectividade também, com 4 entradas HDMI que são 1080p compatível, você pode conectar 4 aparelhos HD separados para o Yamaha YSP4100 e depois é só ter [http://www.eiclicaqui.com/estudo/media.asp Timberland Portugal] um único HDMI conectado a partir sua barra de som para sua TV.. <br><br>Ele é usado para servir bebidas, como Bloody Mary e Harvey Wallbanger. Se você acha que pode ter uma emergência médica, ligue para o seu médico ou disque 911 imediatamente .. Um copo de vinho branco tem uma tigela alongada que se reduz para dentro na borda, enquanto um copo de vinho tinto tem uma tigela mais arredondada. Você poderia como a si mesmo, o que é muita velocidade de banda larga? . <br><br>SEO depende de motores de busca de texto de leitura, e, sobretudo, palavras-chave. Na compra de configurar seu FTP adequadamente você vai precisar para fazer positivo que você tem o título de host para o seu site, o nome do usuário FTP, senha e porta FTP identificar.<ul>
===Shuey (1985)===
 
Shuey further modified the equations by assuming – as Ostrander had – that [[Poisson's ratio]] was the elastic property most directly related to the angular dependence of the reflection coefficient.<ref name="ReferenceA"/> This gives  the 3-term Shuey Equation:<ref name="Avseth">Avseth, P, T Mukerji and G Mavko (2005). Quantitative seismic interpretation. Cambridge University Press, Cambridge, UK</ref>
  <li>[http://202.109.115.218:8080/read.php?tid=5621591 http://202.109.115.218:8080/read.php?tid=5621591]</li>
:<math>R(\theta ) = R(0) + G \sin^2 \theta + F ( \tan^2 \theta - \sin^2 \theta )</math>
 
where
  <li>[http://www.468bet.com/thread-3325037-1-1.html http://www.468bet.com/thread-3325037-1-1.html]</li>
:<math>R(0) = \frac{1}{2} \left ( \frac{\Delta V_\mathrm{P}}{V_\mathrm{P}} + \frac{\Delta \rho}{\rho} \right ) </math>
 
and
  <li>[http://enseignement-lsf.com/spip.php?article66#forum18655442 http://enseignement-lsf.com/spip.php?article66#forum18655442]</li>
:<math>G = \frac{1}{2} \frac{\Delta V_\mathrm{P}}{V_\mathrm{P}} - 2 \frac{V^2_\mathrm{S}}{V^2_\mathrm{P}} \left ( \frac{\Delta \rho}{\rho} + 2 \frac{\Delta V_\mathrm{S}}{V_\mathrm{S}}  \right ) </math> ; <math>F = \frac{1}{2}\frac{\Delta V_\mathrm{P}}{V_\mathrm{P}} </math>
 
 
  <li>[http://www.sdrl.net/lt/boke.asp?orbrjfks.showtopic.56278.html http://www.sdrl.net/lt/boke.asp?orbrjfks.showtopic.56278.html]</li>
where <math>{\theta}</math>=angle of incidence; <math>{V_p}</math> = P-wave velocity in medium; <math>{{\Delta}V_p}</math> = P-wave velocity contrast across interface;<math>{V_s}</math> = S-wave velocity in medium; <math>{{\Delta}V_s}</math> = S-wave velocity contrast across interface; <math>{{\rho}}</math> = density in medium; <math>{{\Delta}{\rho}}</math> = density contrast across interface;
 
 
  <li>[http://www.zerunmall.com/news/html/?144434.html http://www.zerunmall.com/news/html/?144434.html]</li>
In the Shuey equation, R(0) is the reflection coefficient at normal incidence and is controlled by the contrast in acoustic impedances. G, often referred to as the AVO gradient, describes the variation of reflection amplitudes at intermediate offsets and the third term, F, describes the behaviour at large angles/far offsets that are close to the critical angle.
 
This equation can be further simplified by assuming that the angle of incidence is less than 30 degrees (i.e. the offset is relatively small), so the third term will tend to zero. This is the case in most seismic surveys and gives the “Shuey Approximation”:
</ul>
:<math>R(\theta ) = R(0) + G \sin^2 \theta </math>
 
This was the final development needed before AVO analysis could become a commercial tool for the oil industry.<ref name=Avseth />
 
==Use==
[[File:Methodology for AVO Crossplot.png|thumb|Diagram showing how to construct an AVO crossplot]]
 
Modern [[reflection seismology|seismic reflection]] surveys are designed and acquired in such a way that the same point on the subsurface is sampled multiple times, with each sample having a different source and receiver location. The seismic data is then carefully processed to preserve seismic amplitudes and accurately determine the spatial coordinates of each sample. This allows a geophysicist to construct a group of traces with a range of offsets that all sample the same subsurface location in order to perform AVO analysis. This is known as a Common Midpoint Gather<ref>http://www.glossary.oilfield.slb.com/Display.cfm?Term=CMP Schlumberger Oilfield Glossary</ref> (a midpoint being the area of the subsurface that a seismic wave reflects off before returning to the receiver) and in a typical seismic reflection processing workflow, the average amplitude would be calculated along the time sample, in a process known as “stacking”.  This process significantly reduces random noise but loses all information that could be used for AVO analysis.<ref>Young, R. & LoPiccolo, R. 2005. AVO analysis demystified. E&P. http://www.e-seis.com/white_papers/AVO%20Analysis%20Demystified.pdf</ref>
 
===AVO crossplots===
A CMP gather is constructed, the traces are conditioned so that they reference the same two-way travel time, sorted in order of increasing offset and the amplitude of each trace at a specific time horizon is extracted. Remembering the 2-term Shuey Approximation, the amplitude of each trace is plotted against sin^2 of its offset and the relationship becomes linear, as seen in the diagram. Using linear regression, a line of best fit can now be calculated that describes how the reflection amplitude varies with offset using just 2 parameters: the intersect, P, and the gradient, G.
 
As per the Shuey approximation, the intersect P corresponds to R(0), the reflection amplitude at zero-offset, and the gradient G describes the behaviour at non-normal offset, a value known as the AVO gradient. Plotting P (or R(0)) against G for every time sample in every CMP gather produces an AVO crossplot and can be interpreted in a number of ways.
 
==Interpretation==
An AVO anomaly is most commonly expressed as increasing (rising) AVO in a sedimentary section, often where the hydrocarbon reservoir is "softer" (lower [[acoustic impedance]]) than the surrounding shales. Typically amplitude decreases (falls) with offset due to geometrical spreading, attenuation and other factors. An AVO anomaly can also include examples where amplitude with offset falls at a lower rate than the surrounding reflective events.
 
== Applications in the oil and gas industry ==
 
The most important application of AVO is the detection of hydrocarbon reservoirs. Rising AVO is typically pronounced in oil-bearing sediments, and even more so in gas-bearing sediments. Particularly important examples are those seen in  [[turbidite]] sands such as the Late Tertiary deltaic sediments in the [[Gulf of Mexico]] (especially during the 1980s–1990s), West Africa, and other major [[river delta|deltas]] around the world. Most major companies use AVO routinely as a tool to "de-risk" exploration targets and to better define the extent and the composition of existing hydrocarbon reservoirs.
 
== AVO is not fail-safe ==
 
An important caveat is that the existence of abnormally rising or falling amplitudes can sometimes be caused by other factors, such as alternative lithologies and residual hydrocarbons in a breached gas column. Not all oil and gas fields are associated with an obvious AVO anomaly (e.g. most of the oil found in the [[Gulf of Mexico]] in the last decade), and AVO analysis is by no means a panacea for gas and [[oil exploration]].
 
==References==
{{reflist|colwidth=30em}}
 
'''
 
== External links ==
*http://sepwww.stanford.edu/public/docs/sep73/carlos2/paper_html/node5.html
 
[[Category:Seismology measurement]]
[[Category:Petroleum geology]]

Latest revision as of 16:43, 30 November 2013

30 year-old Entertainer or Range Artist Wesley from Drumheller, really loves vehicle, property developers properties for sale in singapore singapore and horse racing. Finds inspiration by traveling to Works of Antoni Gaudí. In geophysics and reflection seismology, amplitude versus offset (AVO) or amplitude variation with offset is the general term for referring to the dependency of the seismic attribute, amplitude, with the distance between the source and receiver (the offset). AVO analysis is a technique that geophysicists can execute on seismic data to determine a rock’s fluid content, porosity, density or seismic velocity, shear wave information, fluid indicators(hydrocarbon indications).[1]

The phenomenon is based on the relationship between the reflection coefficient and the angle of incidence and has been understood since the early 20th century when Karl Zoeppritz wrote down the Zoeppritz equations. Due to its physical origin, AVO can also be known as amplitude versus angle (AVA), but AVO is the more commonly used term because the offset is what a geophysicist can vary in order to change the angle of incidence. (See diagram)

Diagram showing how the layout of sources and receivers affects the angle of incidence

Background and theory

Diagram showing the mode conversions that occur when a P-wave reflects off an interface at non-normal incidence

For a seismic wave reflecting off an interface between two media at normal incidence, the expression for the reflection coefficient is relatively simple:

,

where and are the acoustic impedances of the first and second medium, respectively.

The situation becomes much more complicated in the case of non-normal incidence, due to mode conversion between P-waves and S-waves, and is described by the Zoeppritz equations.

Zoeppritz equations

Mining Engineer (Excluding Oil ) Truman from Alma, loves to spend time knotting, largest property developers in singapore developers in singapore and stamp collecting. Recently had a family visit to Urnes Stave Church. In 1919, Karl Bernhard Zoeppritz derived four equations that determine the amplitudes of reflected and refracted waves at a planar interface for an incident P-wave as a function of the angle of incidence and six independent elastic parameters.[2] These equations have 4 unknowns and can be solved but they do not give an intuitive understanding for how the reflection amplitudes vary with the rock properties involved.[3]

Richards and Frasier (1976), Aki and Richards (1980)

P. Richards and C. Frasier[4] expanded the terms for the reflection and transmission coefficients for a P-wave incident upon a solid-solid interface and simplify the result by assuming only small changes in elastic properties across the interface. Therefore the squares and differential products are small enough to tend to zero and be removed. This form of the equations allows one to see the effects of density and P- or S- wave velocity variations on the reflection amplitudes. This approximation was popularized in the 1980 book Quantitative Seismology by K. Aki and P. Richards and has since been commonly referred to as the Aki and Richards approximation.[5]

Ostrander (1980)

Ostrander was the first to introduce a practical application of the AVO effect, showing that a gas sand underlying a shale exhibited amplitude variation with offset.[6]

Shuey (1985)

Shuey further modified the equations by assuming – as Ostrander had – that Poisson's ratio was the elastic property most directly related to the angular dependence of the reflection coefficient.[3] This gives the 3-term Shuey Equation:[7]

where

and

 ;

where =angle of incidence; = P-wave velocity in medium; = P-wave velocity contrast across interface; = S-wave velocity in medium; = S-wave velocity contrast across interface; = density in medium; = density contrast across interface;

In the Shuey equation, R(0) is the reflection coefficient at normal incidence and is controlled by the contrast in acoustic impedances. G, often referred to as the AVO gradient, describes the variation of reflection amplitudes at intermediate offsets and the third term, F, describes the behaviour at large angles/far offsets that are close to the critical angle. This equation can be further simplified by assuming that the angle of incidence is less than 30 degrees (i.e. the offset is relatively small), so the third term will tend to zero. This is the case in most seismic surveys and gives the “Shuey Approximation”:

This was the final development needed before AVO analysis could become a commercial tool for the oil industry.[7]

Use

Diagram showing how to construct an AVO crossplot

Modern seismic reflection surveys are designed and acquired in such a way that the same point on the subsurface is sampled multiple times, with each sample having a different source and receiver location. The seismic data is then carefully processed to preserve seismic amplitudes and accurately determine the spatial coordinates of each sample. This allows a geophysicist to construct a group of traces with a range of offsets that all sample the same subsurface location in order to perform AVO analysis. This is known as a Common Midpoint Gather[8] (a midpoint being the area of the subsurface that a seismic wave reflects off before returning to the receiver) and in a typical seismic reflection processing workflow, the average amplitude would be calculated along the time sample, in a process known as “stacking”. This process significantly reduces random noise but loses all information that could be used for AVO analysis.[9]

AVO crossplots

A CMP gather is constructed, the traces are conditioned so that they reference the same two-way travel time, sorted in order of increasing offset and the amplitude of each trace at a specific time horizon is extracted. Remembering the 2-term Shuey Approximation, the amplitude of each trace is plotted against sin^2 of its offset and the relationship becomes linear, as seen in the diagram. Using linear regression, a line of best fit can now be calculated that describes how the reflection amplitude varies with offset using just 2 parameters: the intersect, P, and the gradient, G.

As per the Shuey approximation, the intersect P corresponds to R(0), the reflection amplitude at zero-offset, and the gradient G describes the behaviour at non-normal offset, a value known as the AVO gradient. Plotting P (or R(0)) against G for every time sample in every CMP gather produces an AVO crossplot and can be interpreted in a number of ways.

Interpretation

An AVO anomaly is most commonly expressed as increasing (rising) AVO in a sedimentary section, often where the hydrocarbon reservoir is "softer" (lower acoustic impedance) than the surrounding shales. Typically amplitude decreases (falls) with offset due to geometrical spreading, attenuation and other factors. An AVO anomaly can also include examples where amplitude with offset falls at a lower rate than the surrounding reflective events.

Applications in the oil and gas industry

The most important application of AVO is the detection of hydrocarbon reservoirs. Rising AVO is typically pronounced in oil-bearing sediments, and even more so in gas-bearing sediments. Particularly important examples are those seen in turbidite sands such as the Late Tertiary deltaic sediments in the Gulf of Mexico (especially during the 1980s–1990s), West Africa, and other major deltas around the world. Most major companies use AVO routinely as a tool to "de-risk" exploration targets and to better define the extent and the composition of existing hydrocarbon reservoirs.

AVO is not fail-safe

An important caveat is that the existence of abnormally rising or falling amplitudes can sometimes be caused by other factors, such as alternative lithologies and residual hydrocarbons in a breached gas column. Not all oil and gas fields are associated with an obvious AVO anomaly (e.g. most of the oil found in the Gulf of Mexico in the last decade), and AVO analysis is by no means a panacea for gas and oil exploration.

References

43 year old Petroleum Engineer Harry from Deep River, usually spends time with hobbies and interests like renting movies, property developers in singapore new condominium and vehicle racing. Constantly enjoys going to destinations like Camino Real de Tierra Adentro.

External links

  1. http://www.glossary.oilfield.slb.com/Display.cfm?Term=amplitude%20variation%20with%20offset Schlumberger Oilfield Glossary
  2. Sheriff, R. E., Geldart, L. P., (1995), 2nd Edition. Exploration Seismology. Cambridge University Press.
  3. 3.0 3.1 Shuey, R. T. [1985] A simplification of the Zoeppritz equations. Geophysics, 50:609–614
  4. Richards, P. G., and Frasier, C. W., 1976, Scattering of elastic wave from depth-dependent inhomogeneities: Geophysics, 41, 441–458
  5. Aki, K. and Richards, P. G., 1980, Quantitative seismology: Theory and methods, v.1 : W.H. Freeman and Co.
  6. Ostrander, W.J., 1984, Plane wave reflection coefficients for gas sands at non normal angles of incidence: Geophysics, 49, 1637–1648.
  7. 7.0 7.1 Avseth, P, T Mukerji and G Mavko (2005). Quantitative seismic interpretation. Cambridge University Press, Cambridge, UK
  8. http://www.glossary.oilfield.slb.com/Display.cfm?Term=CMP Schlumberger Oilfield Glossary
  9. Young, R. & LoPiccolo, R. 2005. AVO analysis demystified. E&P. http://www.e-seis.com/white_papers/AVO%20Analysis%20Demystified.pdf