We are going to discuss through our lecture the right procedures to begin a science project focusing on
• Proper way of finding an idea
• Critical thinking
• The types of Science Project
• From where can I get an idea?
• How to know that I can do this project or I cannot do it?
• Wrong thoughts which many believe in them
We will provide at the end of the lecture training for the attendees in order to ensure their understanding of the main aspects of the lecture and applying what they learned practically.
This document provides instructions for how to use a microplate reader. It describes how to turn on the plate reader and computer, open the Gen 5 1.10 software, define the plate type and layout, set parameters like excitation/emission wavelengths, read the plate, save and export the data, and shut down the equipment properly. The goal is to obtain fluorescence data from a microplate that can then be analyzed.
The document discusses weather, climate, and how animals adapt to different climates. It defines weather as the daily conditions of temperature, humidity, and other atmospheric factors in a place, while climate refers to the average weather patterns over a long period, like 25 years. Animals in different climates, such as polar and tropical regions, have adapted traits that help them survive the extreme conditions, like thick fur for polar bears and the ability to climb trees for red-eyed frogs.
We are going to discuss through our lecture the right procedures to begin a science project focusing on
• Proper way of finding an idea
• Critical thinking
• The types of Science Project
• From where can I get an idea?
• How to know that I can do this project or I cannot do it?
• Wrong thoughts which many believe in them
We will provide at the end of the lecture training for the attendees in order to ensure their understanding of the main aspects of the lecture and applying what they learned practically.
This document provides instructions for how to use a microplate reader. It describes how to turn on the plate reader and computer, open the Gen 5 1.10 software, define the plate type and layout, set parameters like excitation/emission wavelengths, read the plate, save and export the data, and shut down the equipment properly. The goal is to obtain fluorescence data from a microplate that can then be analyzed.
The document discusses weather, climate, and how animals adapt to different climates. It defines weather as the daily conditions of temperature, humidity, and other atmospheric factors in a place, while climate refers to the average weather patterns over a long period, like 25 years. Animals in different climates, such as polar and tropical regions, have adapted traits that help them survive the extreme conditions, like thick fur for polar bears and the ability to climb trees for red-eyed frogs.
Example Of Introduction P. Online assignment writing service.Michelle Davis
The document provides instructions for requesting writing help from HelpWriting.net in 5 steps:
1. Create an account with a password and email.
2. Complete a 10-minute order form providing instructions, sources, deadline and attach a sample work.
3. Writers will bid on the request and the client can choose a writer based on qualifications.
4. Client receives the paper and can request revisions if needed.
5. HelpWriting.net guarantees original, high-quality content and refunds if plagiarized.
Arthur Weglein is the Director of the Mission-Oriented Seismic Research Program, & holds Hugh Roy & Lillie Cranz Cullen Distinguished University Chair in Physics. Check www.houstonarthurweglein.com
This document summarizes a TED talk given by Dan Ariely on labor and work. It discusses some key points from Ariely's research, including that people are not solely motivated by money and that non-monetary factors like meaning, challenge, and pride are also important motivators. It describes some experiments Ariely conducted, such as giving people tasks to complete with and without monetary compensation, and how compensation affected effort and enjoyment of the work. The document advocates that to increase both productivity and employee happiness, work should provide a sense of meaning, ownership, and motivation beyond just monetary payment.
A Mexican scientist discusses his background in biology and palaeontology. He became interested in computer science through secondary school classes and seeing his father work as a programmer. As a palaeontologist, he applies computer science concepts like data science and artificial intelligence to digitize fossils. He emphasizes embracing frustration when learning and believes communication and listening are important for diversity in universities.
I need to make a confession at the outset here.A little over 20 years ago,I did something that I regret,something that I'm not particularly proud of.Something that,in many ways,I wish no one would ever know,but here I feel kind of obliged to reveal.
In the late 1980s,in a moment of youthful indiscretion,I went to law school.
Write Me An Essay Do You Really Need It This Will HLaura Johnson
The document discusses how to request essay writing help from the website HelpWriting.net. It outlines a 5-step process: 1) Create an account with an email and password. 2) Complete a form providing instructions, sources, and deadline. 3) Review bids from writers and choose one. 4) Review the completed paper and authorize payment. 5) Request revisions until satisfied. The document promotes the website's services, emphasizing original, high-quality work and refunds for plagiarism.
This summary provides the key details from the document in 3 sentences:
Jess Mitchell gave a talk at Brock University about open education week and the ongoing revolution in open education. Mitchell discussed how open education aims to break down barriers for learners and make knowledge accessible to all. Mitchell argued that open education is about social justice by ensuring who creates, accesses, and benefits from knowledge and learning opportunities.
I was asked by Geelong College to present on Sustainability. I am not a scientist or climate change expert, so I decided to focus my presentation on the stuff I know best. This is a presentation about learning to make the transition to a more more sustainable lifestyle, business, school community or wahtever. In advance, apologies for the 'clutter' on a few of the slides.
Complexity, Collaboration and UnconferencingGeoff Brown
Geoff Brown discusses focusing on solutions rather than problems to enable change. He advocates using new approaches like "unconferencing" conferences to invite collaborative content and value non-experts. Understanding complexity is also important, as is recognizing that human behavior is complexly influenced by social networks. Solutions should be the focus through approaches like appreciative inquiry and positive psychology.
The document provides instructions for using the HelpWriting.net service to have papers written. It outlines a 5-step process: 1) Create an account with an email and password. 2) Complete an order form with instructions, sources, and deadline. 3) Review bids from writers and select one. 4) Review the completed paper and authorize payment. 5) Request revisions until satisfied, with a refund option for plagiarism. The service aims to provide original, high-quality content to meet customer needs.
This document discusses the relationship between organizations, people, and science. It argues that organizations are often viewed as unpredictable because people are seen as unpredictable, but questions this assumption. The document notes that quantum physics was proven to be probabilistic in nature in the early 20th century, suggesting the universe itself is probabilistic rather than deterministic. It argues this has implications for management and social science, suggesting a need for a unified theory of causality, knowledge, and human psychology. The rest of the document outlines a leadership approach and methodology aimed at improving organizational performance by scientifically understanding and managing human behavior and performance.
The document discusses the concept of perfect research and argues that there is always hope of doing perfect research. It provides several examples to support this argument. First, past medical research was considered perfect at the time, even though cures were not discovered yet. Second, scientific laws and discoveries like Newton's laws were based on research that was perfect for the time. Third, the author provides a personal example of accurately predicting an oil price drop based on their own research. The document concludes that research is an ongoing process, and what is considered perfect research may be modified or rejected over time as new discoveries are made.
How To Write A Satire Essay To School - My Great Satire EAmanda Summers
The document provides instructions on how to request an assignment writing service from HelpWriting.net. It outlines 5 steps: 1) Create an account with valid email and password. 2) Complete a 10-minute order form providing instructions, sources, and deadline. 3) Review bids from writers and choose one based on qualifications. 4) Review the completed paper and authorize payment if pleased. 5) Request revisions until fully satisfied, with a refund option for plagiarized work. The service aims to provide original, high-quality content through a bidding system and revision process.
Examples Of How To Write A Process Analysis EssayEmily Garcia
The document discusses Joseph Smith Jr., the founder of Mormonism, and his revelation known as The Pearl of Great Price. It describes Smith's early life and religious experiences, including receiving visions of God and Jesus Christ. The Pearl of Great Price was later canonized as Mormon scripture and includes books such as Moses, Abraham, Joseph Smith-Matthew, and Joseph Smith-History that were revealed to Smith.
How to Think Like Einstein_ Simple Ways to Break the Rules and Discover Your ...roziwis
This document provides a summary of techniques to solve impossible problems by breaking rules, as exemplified by Albert Einstein's problem-solving approach. It discusses how rule ruts can prevent innovative thinking and describes how Einstein was able to solve challenging scientific problems by ignoring established rules and conventions. Specific examples are given of how breaking rules can enable victory in tic-tac-toe and solving other hopeless problems, such as taking extra turns, using other people's ideas, having a flexible definition of victory, and cooperating with opponents. The document argues that rule breaking was key to Einstein's genius and ability to make groundbreaking discoveries.
1. The document discusses various feedback loops, including in science, open source software, user testing, online communities, free speech, marketing, and evolution.
2. In science, a feedback loop involves forming a theory, making predictions to test it, testing through experiments, and revising the theory based on results.
3. Evolution operates through a feedback loop where an organism's fitness for the environment determines whether it lives to breed and pass on its genes.
MethodsStudy sampleThe study population consisted of 280 patie.docxARIV4
Methods
Study sample
The study population consisted of 280 patients diagnosed with different diseases at Zeta Medical Center between 2010 and 2015. These diseases were dengue infection, HIV, CHD, Diabetes and lung cancer. The male population registered a high number in dengue infection, CHD mortality, diabetes and stages 1, 2 and 3 of cancer. The female population registered a high number in HIV infection and stage 4 of cancer.
Data collection
Clinical data were collected from medical records, blood samples, diabetes screening exam and diagnostic tests. Demographic information was obtained through self-reported questionnaires. Variables included the diseases reported, demographics, clinical risk factors and behavioral risk factors. The independent variables collected were demographics, clinical risk factors, and behavioral risk factors. The dependent variables are the clinical diseases which are; dengue infection, HIV, CHD, Diabetes and lung cancer.
Statistical analyses
Standard descriptive statistics such as mean, median, standard deviation, and frequencies for the independent variables that are in ratio format were performed to describe the age of sample population, clinical risk factors, and behavioral risk factors. The dependent variables considered were: dengue infection, HIV, CHD, Diabetes and lung cancer. The independent variables were considered: gender (male=0, female=1), Race/Ethnicity, Income, Education, Insurance, Urban, Region, BMI, Cholesterol, Alcohol, Tobacco, IDU, Condom, Exercise, Fruit/Vegetable. Chi-square test was used to determine the difference between males and females regarding the diseases in discussion (dengue infection, HIV, CHD, Diabetes and lung cancer.). Statistical analysis was performed using SPSS software version 21 and p<.05 for statistical significance.
Instructor’s Feedback:
Good job. Please write your paper in APA format. You have set up a study that can be tested statistically.
Discussion 1
For this week please read "It all began in be very chaos" I would just like your thoughts and observations. For some of you this may be very accurate - for some this may be an entertaining story. Please just let me know (and your classmates) what YOU think and why.
http://ngm.nationalgeographic.com/print/2013/07/125-solar-system/irion-text
Your response to the article:
Student 1 response: After reading this article its safe to say that our solar system is a unqiue system that works together in sync, and if any planet in the solar system is off set it cause great impact on the entire solar system. Personally after reading this im almost confused in a way. Like I have far more questions that havent been answered. Our history of science is so complicated too that one scientist can predict something and it actually happen or the other way around where a scientists method gets dissaproven after many years they find that its not the case and find whats truly happening. Overall I really enjoyed this article ...
Abu logmanMay 20, 2013Quality assuranceTour The to.docxannetnash8266
Abu logman
May 20, 2013
Quality assurance
Tour
The tour to Haakon industries was a very interesting and an eye opener to what goes one in manufacturing company. We were all given a pair of safety glasses and a earplugs so that we can take the tour. The reason that we are not aloud to go in there with out safety glasses and earplugs is because they have to fallow a safety procedure. We started the tour at the front entrance. At the entrance I seen things that I was familiar with like people welding but it was on bigger pieces of metals. On thing that the tour guide made clear is that they have a very good QA process. They showed us the different things that they do in there company. First area that was shown was is were they examine their products, which they make sure every thing meets the proper QA guidelines. The place was very organized everybody had a job to do and they knew how to do it. Next we walked over to the welding area and it wasn’t like the regular welding I was used to. It was bigger peaces of metal. What impressed me was the organization of the place even though it seemed like they were doing a dirty job the place around them was clean. Then we walked over to the next area, which was a storage are and a place were they cut metal to the right size. They tour guide explained to us how important it was to have the right size metal, and they also mentioned that there was a QA report for that specific area. Then we walked to the assembly area. There was a lot more people in this area. Some people were cleaning the parts, others were welding but the parts were smaller. The others were rapping the product up, and getting it read for painting. Then we walked in to the painting area and it was very big. The tour guides were telling us that they had a QA sheet that they have to fill out in that area also. He gave us a scenario that there company went through. They had a moment were they were painting and every thing was painted good on the part but the bottom of the piece was not painted all the was. He said that with the QA sheets they fill out helped them see that this was an ongoing occurrence and they needed to solve this problem. It being an on going occurrence they were forced to find a solution. Then we walked to the final area were everything is checked to see if any thing seems out of the ordinary and that everything is suppose to work the way it is meant to. After they rap it up and get the heating and cooling system ready for shipping. All of us were amazed that the product they made was bigger and it surprised us when he told us that the there other projects they had bigger products they had to make. All and all the I enjoyed the tour.
LWA-Dann Tardif/Photolibrary3
The Theory of Knowledge
• Philosophy can help us become more aware of the differ-
ence between claiming to know something and showing
that we know something.
• Skepticism poses a threat to many of our knowledge
claims, and we have an obligation t.
The document discusses (1) a new business model and IBM proposal for cost-effective seismic processing through cloud computing, (2) an invitation to participate in a pilot project using IBM cloud computing for multiple attenuation, (3) speedups of internal multiple attenuation achieved by ConocoPhillips, (4) upcoming deliverables from M-OSRP that address industry challenges and will benefit from IBM's cloud computing, and (5) an invitation to an upcoming technical review meeting.
Example Of Introduction P. Online assignment writing service.Michelle Davis
The document provides instructions for requesting writing help from HelpWriting.net in 5 steps:
1. Create an account with a password and email.
2. Complete a 10-minute order form providing instructions, sources, deadline and attach a sample work.
3. Writers will bid on the request and the client can choose a writer based on qualifications.
4. Client receives the paper and can request revisions if needed.
5. HelpWriting.net guarantees original, high-quality content and refunds if plagiarized.
Arthur Weglein is the Director of the Mission-Oriented Seismic Research Program, & holds Hugh Roy & Lillie Cranz Cullen Distinguished University Chair in Physics. Check www.houstonarthurweglein.com
This document summarizes a TED talk given by Dan Ariely on labor and work. It discusses some key points from Ariely's research, including that people are not solely motivated by money and that non-monetary factors like meaning, challenge, and pride are also important motivators. It describes some experiments Ariely conducted, such as giving people tasks to complete with and without monetary compensation, and how compensation affected effort and enjoyment of the work. The document advocates that to increase both productivity and employee happiness, work should provide a sense of meaning, ownership, and motivation beyond just monetary payment.
A Mexican scientist discusses his background in biology and palaeontology. He became interested in computer science through secondary school classes and seeing his father work as a programmer. As a palaeontologist, he applies computer science concepts like data science and artificial intelligence to digitize fossils. He emphasizes embracing frustration when learning and believes communication and listening are important for diversity in universities.
I need to make a confession at the outset here.A little over 20 years ago,I did something that I regret,something that I'm not particularly proud of.Something that,in many ways,I wish no one would ever know,but here I feel kind of obliged to reveal.
In the late 1980s,in a moment of youthful indiscretion,I went to law school.
Write Me An Essay Do You Really Need It This Will HLaura Johnson
The document discusses how to request essay writing help from the website HelpWriting.net. It outlines a 5-step process: 1) Create an account with an email and password. 2) Complete a form providing instructions, sources, and deadline. 3) Review bids from writers and choose one. 4) Review the completed paper and authorize payment. 5) Request revisions until satisfied. The document promotes the website's services, emphasizing original, high-quality work and refunds for plagiarism.
This summary provides the key details from the document in 3 sentences:
Jess Mitchell gave a talk at Brock University about open education week and the ongoing revolution in open education. Mitchell discussed how open education aims to break down barriers for learners and make knowledge accessible to all. Mitchell argued that open education is about social justice by ensuring who creates, accesses, and benefits from knowledge and learning opportunities.
I was asked by Geelong College to present on Sustainability. I am not a scientist or climate change expert, so I decided to focus my presentation on the stuff I know best. This is a presentation about learning to make the transition to a more more sustainable lifestyle, business, school community or wahtever. In advance, apologies for the 'clutter' on a few of the slides.
Complexity, Collaboration and UnconferencingGeoff Brown
Geoff Brown discusses focusing on solutions rather than problems to enable change. He advocates using new approaches like "unconferencing" conferences to invite collaborative content and value non-experts. Understanding complexity is also important, as is recognizing that human behavior is complexly influenced by social networks. Solutions should be the focus through approaches like appreciative inquiry and positive psychology.
The document provides instructions for using the HelpWriting.net service to have papers written. It outlines a 5-step process: 1) Create an account with an email and password. 2) Complete an order form with instructions, sources, and deadline. 3) Review bids from writers and select one. 4) Review the completed paper and authorize payment. 5) Request revisions until satisfied, with a refund option for plagiarism. The service aims to provide original, high-quality content to meet customer needs.
This document discusses the relationship between organizations, people, and science. It argues that organizations are often viewed as unpredictable because people are seen as unpredictable, but questions this assumption. The document notes that quantum physics was proven to be probabilistic in nature in the early 20th century, suggesting the universe itself is probabilistic rather than deterministic. It argues this has implications for management and social science, suggesting a need for a unified theory of causality, knowledge, and human psychology. The rest of the document outlines a leadership approach and methodology aimed at improving organizational performance by scientifically understanding and managing human behavior and performance.
The document discusses the concept of perfect research and argues that there is always hope of doing perfect research. It provides several examples to support this argument. First, past medical research was considered perfect at the time, even though cures were not discovered yet. Second, scientific laws and discoveries like Newton's laws were based on research that was perfect for the time. Third, the author provides a personal example of accurately predicting an oil price drop based on their own research. The document concludes that research is an ongoing process, and what is considered perfect research may be modified or rejected over time as new discoveries are made.
How To Write A Satire Essay To School - My Great Satire EAmanda Summers
The document provides instructions on how to request an assignment writing service from HelpWriting.net. It outlines 5 steps: 1) Create an account with valid email and password. 2) Complete a 10-minute order form providing instructions, sources, and deadline. 3) Review bids from writers and choose one based on qualifications. 4) Review the completed paper and authorize payment if pleased. 5) Request revisions until fully satisfied, with a refund option for plagiarized work. The service aims to provide original, high-quality content through a bidding system and revision process.
Examples Of How To Write A Process Analysis EssayEmily Garcia
The document discusses Joseph Smith Jr., the founder of Mormonism, and his revelation known as The Pearl of Great Price. It describes Smith's early life and religious experiences, including receiving visions of God and Jesus Christ. The Pearl of Great Price was later canonized as Mormon scripture and includes books such as Moses, Abraham, Joseph Smith-Matthew, and Joseph Smith-History that were revealed to Smith.
How to Think Like Einstein_ Simple Ways to Break the Rules and Discover Your ...roziwis
This document provides a summary of techniques to solve impossible problems by breaking rules, as exemplified by Albert Einstein's problem-solving approach. It discusses how rule ruts can prevent innovative thinking and describes how Einstein was able to solve challenging scientific problems by ignoring established rules and conventions. Specific examples are given of how breaking rules can enable victory in tic-tac-toe and solving other hopeless problems, such as taking extra turns, using other people's ideas, having a flexible definition of victory, and cooperating with opponents. The document argues that rule breaking was key to Einstein's genius and ability to make groundbreaking discoveries.
1. The document discusses various feedback loops, including in science, open source software, user testing, online communities, free speech, marketing, and evolution.
2. In science, a feedback loop involves forming a theory, making predictions to test it, testing through experiments, and revising the theory based on results.
3. Evolution operates through a feedback loop where an organism's fitness for the environment determines whether it lives to breed and pass on its genes.
MethodsStudy sampleThe study population consisted of 280 patie.docxARIV4
Methods
Study sample
The study population consisted of 280 patients diagnosed with different diseases at Zeta Medical Center between 2010 and 2015. These diseases were dengue infection, HIV, CHD, Diabetes and lung cancer. The male population registered a high number in dengue infection, CHD mortality, diabetes and stages 1, 2 and 3 of cancer. The female population registered a high number in HIV infection and stage 4 of cancer.
Data collection
Clinical data were collected from medical records, blood samples, diabetes screening exam and diagnostic tests. Demographic information was obtained through self-reported questionnaires. Variables included the diseases reported, demographics, clinical risk factors and behavioral risk factors. The independent variables collected were demographics, clinical risk factors, and behavioral risk factors. The dependent variables are the clinical diseases which are; dengue infection, HIV, CHD, Diabetes and lung cancer.
Statistical analyses
Standard descriptive statistics such as mean, median, standard deviation, and frequencies for the independent variables that are in ratio format were performed to describe the age of sample population, clinical risk factors, and behavioral risk factors. The dependent variables considered were: dengue infection, HIV, CHD, Diabetes and lung cancer. The independent variables were considered: gender (male=0, female=1), Race/Ethnicity, Income, Education, Insurance, Urban, Region, BMI, Cholesterol, Alcohol, Tobacco, IDU, Condom, Exercise, Fruit/Vegetable. Chi-square test was used to determine the difference between males and females regarding the diseases in discussion (dengue infection, HIV, CHD, Diabetes and lung cancer.). Statistical analysis was performed using SPSS software version 21 and p<.05 for statistical significance.
Instructor’s Feedback:
Good job. Please write your paper in APA format. You have set up a study that can be tested statistically.
Discussion 1
For this week please read "It all began in be very chaos" I would just like your thoughts and observations. For some of you this may be very accurate - for some this may be an entertaining story. Please just let me know (and your classmates) what YOU think and why.
http://ngm.nationalgeographic.com/print/2013/07/125-solar-system/irion-text
Your response to the article:
Student 1 response: After reading this article its safe to say that our solar system is a unqiue system that works together in sync, and if any planet in the solar system is off set it cause great impact on the entire solar system. Personally after reading this im almost confused in a way. Like I have far more questions that havent been answered. Our history of science is so complicated too that one scientist can predict something and it actually happen or the other way around where a scientists method gets dissaproven after many years they find that its not the case and find whats truly happening. Overall I really enjoyed this article ...
Abu logmanMay 20, 2013Quality assuranceTour The to.docxannetnash8266
Abu logman
May 20, 2013
Quality assurance
Tour
The tour to Haakon industries was a very interesting and an eye opener to what goes one in manufacturing company. We were all given a pair of safety glasses and a earplugs so that we can take the tour. The reason that we are not aloud to go in there with out safety glasses and earplugs is because they have to fallow a safety procedure. We started the tour at the front entrance. At the entrance I seen things that I was familiar with like people welding but it was on bigger pieces of metals. On thing that the tour guide made clear is that they have a very good QA process. They showed us the different things that they do in there company. First area that was shown was is were they examine their products, which they make sure every thing meets the proper QA guidelines. The place was very organized everybody had a job to do and they knew how to do it. Next we walked over to the welding area and it wasn’t like the regular welding I was used to. It was bigger peaces of metal. What impressed me was the organization of the place even though it seemed like they were doing a dirty job the place around them was clean. Then we walked over to the next area, which was a storage are and a place were they cut metal to the right size. They tour guide explained to us how important it was to have the right size metal, and they also mentioned that there was a QA report for that specific area. Then we walked to the assembly area. There was a lot more people in this area. Some people were cleaning the parts, others were welding but the parts were smaller. The others were rapping the product up, and getting it read for painting. Then we walked in to the painting area and it was very big. The tour guides were telling us that they had a QA sheet that they have to fill out in that area also. He gave us a scenario that there company went through. They had a moment were they were painting and every thing was painted good on the part but the bottom of the piece was not painted all the was. He said that with the QA sheets they fill out helped them see that this was an ongoing occurrence and they needed to solve this problem. It being an on going occurrence they were forced to find a solution. Then we walked to the final area were everything is checked to see if any thing seems out of the ordinary and that everything is suppose to work the way it is meant to. After they rap it up and get the heating and cooling system ready for shipping. All of us were amazed that the product they made was bigger and it surprised us when he told us that the there other projects they had bigger products they had to make. All and all the I enjoyed the tour.
LWA-Dann Tardif/Photolibrary3
The Theory of Knowledge
• Philosophy can help us become more aware of the differ-
ence between claiming to know something and showing
that we know something.
• Skepticism poses a threat to many of our knowledge
claims, and we have an obligation t.
Similar to Arthur Weglein, Houston Physics Professor Interview (20)
The document discusses (1) a new business model and IBM proposal for cost-effective seismic processing through cloud computing, (2) an invitation to participate in a pilot project using IBM cloud computing for multiple attenuation, (3) speedups of internal multiple attenuation achieved by ConocoPhillips, (4) upcoming deliverables from M-OSRP that address industry challenges and will benefit from IBM's cloud computing, and (5) an invitation to an upcoming technical review meeting.
Wavelet estimation for a multidimensional acoustic or elastic earthArthur Weglein
A new and general wave theoretical wavelet estimation
method is derived. Knowing the seismic wavelet
is important both for processing seismic data and for
modeling the seismic response. To obtain the wavelet,
both statistical (e.g., Wiener-Levinson) and deterministic
(matching surface seismic to well-log data) methods
are generally used. In the marine case, a far-field
signature is often obtained with a deep-towed hydrophone.
The statistical methods do not allow obtaining
the phase of the wavelet, whereas the deterministic
method obviously requires data from a well. The
deep-towed hydrophone requires that the water be
deep enough for the hydrophone to be in the far field
and in addition that the reflections from the water
bottom and structure do not corrupt the measured
wavelet. None of the methods address the source
array pattern, which is important for amplitude-versus-
offset (AVO) studies.
The inverse scattering series for tasks associated with primaries: direct non...Arthur Weglein
The inverse scattering series for tasks associated with primaries: direct non-linear inversion of 1D elastic media. In this paper, research on direct inversion for two pa-
rameter acoustic media (Zhang and Weglein, 2005) is
extended to the three parameter elastic case. We present
the first set of direct non-linear inversion equations for
1D elastic media (i.e., depth varying P-velocity, shear
velocity and density). The terms for moving mislocated
reflectors are shown to be separable from amplitude
correction terms. Although in principle this direct
inversion approach requires all four components of elastic
data, synthetic tests indicate that consistent value-added
results may be achieved given only ˆDPP measurements.
We can reasonably infer that further value would derive
from actually measuring ˆDPP , ˆD PS, ˆDSP and ˆDSS as
the method requires. The method is direct with neither
a model matching nor cost function minimization.
Internal multiple attenuation using inverse scattering: Results from prestack 1 & 2D acoustic and
elastic synthetics
R. T. Coates*, Schlumberger Cambridge Research, A. B. Weglein, Arco Exploration and Production Technology
Summary
The attenuation of internal multiples in a multidimensional
earth is an important and longstanding problem in exploration
seismics. In this paper we report the results of applying
an attenuation algorithm based on the inverse scattering
series to synthetic prestack data sets generated in on
and two dimensional earth models. The attenuation algorithm
requires no information about the subsurface structure
or the velocity field. However, detailed information about
the source wavelet is a prerequisite. An attractive feature of:
the attenuation algorithm is the preservation of the amplitude
(and phase) of primary events in the data; thus allowing for
subsequent AVO and other true amplitude processing.
The document discusses the inverse scattering series (ISS) approach for eliminating internal multiples in land seismic data. ISS methods do not require information about the subsurface and can predict the traveltimes and amplitudes of all internal multiples. The authors apply 1D and 1.5D ISS algorithms to synthetic and field data from Saudi Arabia and achieve encouraging results, successfully attenuating most internal multiples while preserving primaries. However, further work is needed to more accurately predict multiples to handle interference between primaries and multiples.
This article provides an alternative perspective on full-waveform inversion (FWI) methods, arguing that current FWI approaches are indirect model-matching methods rather than direct inversion. The article aims to 1) caution against claims that FWI is a final solution, 2) propose a direct inverse approach, and 3) provide an overview comparing indirect FWI and direct inversion methods. Indirect FWI methods incorrectly use modeling equations run backwards rather than true direct inversion, limiting the understanding and effectiveness of the solutions.
The Inverse Scattering Series (ISS) is a direct inversion method
for a multidimensional acoustic, elastic and anelastic earth. It
communicates that all inversion processing goals are able to
be achieved directly and without any subsurface information.
This task is reached through a task-specific subseries of the
ISS. Using primaries in the data as subevents of the first-order
internal multiples, the leading-order attenuator can predict the
time of all the first-order internal multiples and is able to attenuate
them.
However, the ISS internal multiple attenuation algorithm can
be a computationally demanding method specially in a complex
earth. By using an approach that is based on two angular
quantities and that was proposed in Terenghi et al. (2012), the
cost of the algorithm can be controlled. The idea is to use the
two angles as key-control parameters, by limiting their variation,
to disregard some calculated contributions of the algorithm
that are negligible. Moreover, the range of integration
can be chosen as a compromise of the required degree of accuracy
and the computational time saving.
This time-saving approach is presented
Inverse scattering series for multiple attenuation: An example with surface a...Arthur Weglein
A multiple attenuation method derived from an inverse scattering
series is described. The inversion series approach allows a
separation of multiple attenuation subseries from the full series.
The surface multiple attenuation subseries was described and illustrated
in Carvalho et al. (1991, 1992). The internal multiple
attenuation method consists of selecting the parts of the odd
terms that are associated with removing only multiply reflected
energy. The method, for both types of multiples, is multidimensional
and does not rely on periodicity or differential moveout,
nor does it require a model of the reflectors generating the multiples.
An example with internal and surface multiples will be
presented.
In this paper we present a multidimensional method for attenuating internal multiples that derives from
an inverse scattering series . The method doesn't depend on periodicity or differential moveout, nor does it
require a model for the multiple generating reflectors.
Summary
Methods for removal of free-surface and internal multiples have been developed from bath a feedback model approach and inverse scatterin g theory. White these two formulations derive from different mathematica) viewpoints,
the resulting algorithm s for free-surface multiple are very similar. By contrast , the feedback and inverse scattering
method for internal multiple are totally different and have different requirements for sub surface information or
interpretive intervention . The former removes all multiple related to a certain boundary with the a of a surface
integral along this boundary ; the alter wilt predict and attenuate a ll internal multiple a t the same time . In this paper, we continue our comparison study of these internal multiple attenuation method ; specifically , we examine two
different realizations of the feedback method and the inverse scattering technique .
Internal multiple attenuation using inverse scattering: Results from prestack...Arthur Weglein
The attenuation of internal multiples in a multidimensional
earth is an important and longstanding problem in exploration
seismics. In this paper we report the results of applying
an attenuation algorithm based on the inverse scattering
series to synthetic prestack data sets generated in on
and two dimensional earth models. The attenuation algorithm
requires no information about the subsurface structure
or the velocity field. However, detailed information about
the source wavelet is a prerequisite. An attractive feature of:
the attenuation algorithm is the preservation of the amplitude
(and phase) of primary events in the data; thus allowing for
subsequent AVO and other true amplitude processing.
Wavelet estimation for a multidimensional acoustic or elastic earth- Arthur W...Arthur Weglein
A new and general wave theoretical wavelet estimation
method is derived. Knowing the seismic wavelet
is important both for processing seismic data and for
modeling the seismic response. To obtain the wavelet,
both statistical (e.g., Wiener-Levinson) and deterministic
(matching surface seismic to well-log data) methods
are generally used. In the marine case, a far-field
signature is often obtained with a deep-towed hydrophone.
The statistical methods do not allow obtaining
the phase of the wavelet, whereas the deterministic
method obviously requires data from a well. The
deep-towed hydrophone requires that the water be
deep enough for the hydrophone to be in the far field
and in addition that the reflections from the water
bottom and structure do not corrupt the measured
wavelet. None of the methods address the source
array pattern, which is important for amplitude-versus-
offset (AVO) studies
The document analyzes the reference velocity sensitivity of an elastic internal multiple attenuation algorithm. It first provides background on internal multiples and inverse scattering series methods for their attenuation. It then presents a 1.5D layered earth model and uses it to show that the elastic internal multiple algorithm can correctly predict arrival times without requiring an accurate reference velocity model, similarly to the acoustic case. The analysis involves deriving expressions for predicted internal multiples in the frequency-wavenumber domain and showing they depend only on the traveltimes of the primary reflections involved, not the reference velocities.
This document summarizes finite difference modeling methods used at M-OSRP. It discusses:
1) The second order time and fourth order space finite difference schemes used to model acoustic wave propagation.
2) How boundary conditions like Dirichlet/Neumann generate strong spurious reflections that can mask true events.
3) The importance of accurate source fields for modeling - better source fields lead to more accurate linear inversions and the ability to observe phenomena like polarity reversals in modeled data.
Inverse scattering series for multiple attenuation: An example with surface a...Arthur Weglein
A multiple attenuation method derived from an inverse scattering
series is described. The inversion series approach allows a
separation of multiple attenuation subseries from the full series.
The surface multiple attenuation subseries was described and illustrated
in Carvalho et al. (1991, 1992). The internal multiple
attenuation method consists of selecting the parts of the odd
terms that are associated with removing only multiply reflected
energy. The method, for both types of multiples, is multidimensional
and does not rely on periodicity or differential moveout,
nor does it require a model of the reflectors generating the multiples.
An example with internal and surface multiples will be
presented.
THE SACRIFICE HOW PRO-PALESTINE PROTESTS STUDENTS ARE SACRIFICING TO CHANGE T...indexPub
The recent surge in pro-Palestine student activism has prompted significant responses from universities, ranging from negotiations and divestment commitments to increased transparency about investments in companies supporting the war on Gaza. This activism has led to the cessation of student encampments but also highlighted the substantial sacrifices made by students, including academic disruptions and personal risks. The primary drivers of these protests are poor university administration, lack of transparency, and inadequate communication between officials and students. This study examines the profound emotional, psychological, and professional impacts on students engaged in pro-Palestine protests, focusing on Generation Z's (Gen-Z) activism dynamics. This paper explores the significant sacrifices made by these students and even the professors supporting the pro-Palestine movement, with a focus on recent global movements. Through an in-depth analysis of printed and electronic media, the study examines the impacts of these sacrifices on the academic and personal lives of those involved. The paper highlights examples from various universities, demonstrating student activism's long-term and short-term effects, including disciplinary actions, social backlash, and career implications. The researchers also explore the broader implications of student sacrifices. The findings reveal that these sacrifices are driven by a profound commitment to justice and human rights, and are influenced by the increasing availability of information, peer interactions, and personal convictions. The study also discusses the broader implications of this activism, comparing it to historical precedents and assessing its potential to influence policy and public opinion. The emotional and psychological toll on student activists is significant, but their sense of purpose and community support mitigates some of these challenges. However, the researchers call for acknowledging the broader Impact of these sacrifices on the future global movement of FreePalestine.
Beyond Degrees - Empowering the Workforce in the Context of Skills-First.pptxEduSkills OECD
Iván Bornacelly, Policy Analyst at the OECD Centre for Skills, OECD, presents at the webinar 'Tackling job market gaps with a skills-first approach' on 12 June 2024
How Barcodes Can Be Leveraged Within Odoo 17Celine George
In this presentation, we will explore how barcodes can be leveraged within Odoo 17 to streamline our manufacturing processes. We will cover the configuration steps, how to utilize barcodes in different manufacturing scenarios, and the overall benefits of implementing this technology.
Leveraging Generative AI to Drive Nonprofit InnovationTechSoup
In this webinar, participants learned how to utilize Generative AI to streamline operations and elevate member engagement. Amazon Web Service experts provided a customer specific use cases and dived into low/no-code tools that are quick and easy to deploy through Amazon Web Service (AWS.)
Elevate Your Nonprofit's Online Presence_ A Guide to Effective SEO Strategies...TechSoup
Whether you're new to SEO or looking to refine your existing strategies, this webinar will provide you with actionable insights and practical tips to elevate your nonprofit's online presence.
Gender and Mental Health - Counselling and Family Therapy Applications and In...PsychoTech Services
A proprietary approach developed by bringing together the best of learning theories from Psychology, design principles from the world of visualization, and pedagogical methods from over a decade of training experience, that enables you to: Learn better, faster!
Temple of Asclepius in Thrace. Excavation resultsKrassimira Luka
The temple and the sanctuary around were dedicated to Asklepios Zmidrenus. This name has been known since 1875 when an inscription dedicated to him was discovered in Rome. The inscription is dated in 227 AD and was left by soldiers originating from the city of Philippopolis (modern Plovdiv).
BÀI TẬP BỔ TRỢ TIẾNG ANH LỚP 9 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2024-2025 - ...
Arthur Weglein, Houston Physics Professor Interview
1. “If you study whatever you are studying in
great depth, that will pay a dividend…..”
— An interview with Art Weglein
Bill and Satinder preparing to interview Art (Photos courtesy: Vince Law)
Continued on Page 21
20 CSEG RECORDER June, 2003
Arthur Weglein delivered the Spring 2003 SEG Distinguished
Lecture on ‘APerspective on the Evolution of Processing Seismic
Primaries and Multiples for a Complex Multidimensional
Earth’, at Calgary onApril 28.After his lecture,Art gladly agreed
to spare some time for this RECORDER interview. Bill
Goodway (B), CSEG President, Satinder Chopra (S) and Jason
Noble, RECORDER Editors, sat with Art to get his views on a
wide range of topics. Following are excerpts from the interview.
S. Art let us begin by asking you about your educational back-
ground and work experience.
A. I went to City University in New York, and received a
Bachelors, Masters, and a Ph.D. in mathematics and physics. Then
UT Dallas for two years of post-doc work, still in physics. After
this I joined the petroleum industry, working at City Service in
Ohio, then I was at Arco for 15 years before joining the University
of Houston in August 2000.
S.Your background is basically in Math and Physics?
A. Yes.
S. So how come you decided to switch over to geophysics?
A. I needed to earn a living. (Laughter.) There were no jobs. In
the late 70s there were no or very few jobs for physicists. And,
people like Stolt and myself – I didn’t know him then – faced a
similar problem: is there a way to do interesting work and earn a
living. We had two children then, and my wife said one day, “I
hate to upset you but eating regularly is an interesting idea.” She
said “I know you love physics but you’re earning $11000 a year
as a post doc”. I was happy, I was just doing science. I have been
very fortunate; I have been allowed the freedom to work on even
more interesting problems than I did in physics. In physics it was
constrained by how much the government was willing to fund
the person for whom I was working as a post doc. Here we can
choose to prioritize what problems are most significant; the chal-
lenges which, if you could address them, would have the most
impact. The fact that oil companies would give that kind of
freedom says a lot. I’m very grateful to all the managers who
allowed that to happen over the years. They took a bigger risk
than I did because we hardly ever knew what we were talking
about and they knew less and they had to trust that we meant
well and we would give it our best shot. Managers are under
pressure to produce things, quarterly returns for example, and
when they give some allocation of a part of their resources for no
return in sight, it takes courage and vision on their part. They
meet opposition. I don’t think any company ever had a uniform
view of management or technical staff that the support of our
activities was the right thing to do. It always was a very delicate
balance of having enough support to keep yourself going. It
wasn’t like, “wow Arco supported this”, there were certain
courageous managers who looked out for this activity. There
were others who if they had their way would have shut us down
in a flash.
B.Your work has been unique, beyond even the best minds in our
business. The management you’re talking about obviously saw the
uniqueness, as opposed to just the standard repetition. It’s hard to look
back at this point and see who would doubt the conclusions you’ve
come up with, but I can see at certain points you must have been seen
as something of a heretic.
A. Oh yes. I think people like ….. Jim O’Connell, who is the
head of exploration at ConocoPhillips now, said, “What you
represent is a vision of what might be possible,” and that’s why he
supported it. It’s not something he could have next week. It takes
INTERVIEW
2. Interview Cont’d
June, 2003 CSEG RECORDER 21
a certain scale of imagination, of confidence, on their part to be able
to support work without instant results. It really isn’t a person’s
background. Over the course of my career, I have had more prob-
lems with people from math and physics backgrounds. These
people I’m mentioning are mostly geologists or more geologically
oriented, they had a certain imagination, and they usually moved to
the top of companies because they had this kind of flexibility.
However, they had very different attitudes when they looked at
processing; it was how many lines did you process? Very tough
guys. They had different attitudes toward different activities. They
were flexible, there were certain activities they had under their
responsibility of which they had a certain expectation of deliverable.
Our expectation was given a longer lead time.
Mathematicians and physicists are often the last people to do
creative things. It surprised me to come to think this way. They like
things to be ordered. Most mathematicians move away from the
trouble of the real world, to a world where if you add one to both
sides of the equation and integrate, it all works, it’s all fair. The real
world’s not fair, people get hurt. Math is an escape to a world of
fairness. When you do really creative things, it doesn’t come from
math and physics. Most mathematicians and physicists want
comfort in the current format, in the current framework. To do
creative things you have to trust your intuition. It’s a humanness
that separates you. With all the multiples and all that, we didn’t
have any rigor to that, it was like a guess. If this is sort of how it’s
created maybe this is how it’s removed. The mathematicians are
very critical. When we were in Cambridge, the mathematicians said
“where is your derivation”. I said “we need to get the multiples
out”, they’d ask “where’s your algorithm”. I had no algorithm.
When you take a step there is no framework, you trust in the
humanness. It’s your humanness that gives you your edge. There
are computer algorithms now that can do mathematics better than
we can; arrange equations, and solve equations. Our edge is first of
all understanding what it means, interpreting it and going where
that can’t go because there is no logic step yet. I think we need to teach
our students to have strong capabilities in the tools but they should also
trust their intuition. Gut feel, that’s what gives you the edge. Roger
Pemrose, a professor at Oxford, wrote “The Emperor’s New Mind”,
a book which demonstrates that it is impossible for a computer to
match the human mind now because our physics is fundamentally
inadequate to describe the human mind. There’s a part of creativity
that has to do with taking a step you can’t explain. In our field there
is a big component of non-rigor to it at the beginning, then others
come and fancy it up and make themselves happy – that often takes
years. There’s a place for rigorous mathematics, but if you’re trying
to take a step that will have a significant impact, I know of no step
that came from just deriving.
S. Art, I was looking at your research interests, and somewhere it says
“research and development of new seismic technology that enables explo-
ration and production of hydrocarbons, a prioritized list of problems is
identified which is felt will have the highest impact”. So what is your
prioritized list and what kind of problems are you working on?
A. We hear from
Oil Company opera-
tions people that
imaging beneath salt
was, and is, their
biggest obstacle to
current effectiveness.
That’s something we
didn’t have particular
knowledge of; we
certainly didn’t have
knowledge of velocity
analysis. We had some
involvement in migra-
tion inversion theory.
We were spending a lot of time on multiples, 10 or 12 years, we
could have continued, that would be an easy road. We chose not to
do that. That would be boring. It’s not dangerous anymore. There’s
a bit of the excitement in solving “you’re going to get the depth
image when you haven’t got the velocity, give me a break”. It’s hard
to fathom that that could be possible. It’s interesting, it deserves our
attention. What is not understood by people in academia is that a lot
of non-exploration earth scientists look down at exploration and
production earth science. They couldn’t be more confused in my
view. In exploration and production you want more effective capa-
bility, not solving insignificant problems that publish useless papers,
with parameters that, who knows what they mean. If you are
solving the most significant science, stepping out, then you are
having a step improvement in prediction and a step reduction in
risk. There’s an alignment between that, and at the end of the day it’s
science because they put a drill in the ground.Adrill is empirical, it’s
experimental.All your mathematics and all your models don’t mean
anything until you do your experiment; it isn’t science until then.
Einstein said, all the chicken scratching on the blackboard is philosophy
until you experiment, and for us, the experiment is the drill. People in
the whole earth world with the Moho or Soho or whatever, they
tend to look down on exploration and production. There’s a very
high bar for exploration and production, it has to be effective. It has
to move the drill from less to more reliable. Bob Stolt had an inter-
esting idea; he once said to me, why don’t we only write something
when we have something to say. I said what do you want to do that
for? I had been hurt early on; I only published one paper when I was
a post doc. I went to look for a job, they said you’ve only got one
paper. I got into oil, I started publishing. Later when I bumped into
Stolt, we went to only writing something every five years.
S. My next question is about Bob Stolt.You spent a lot of time with
him. He came up with this FK algorithm at a very opportune time. It
helped people to migrate data quickly. Could you tell us something more
about Bob Stolt, what is he working on now?
A. He is working. He published a paper just last year on data
reconstruction, extrapolating, and interpolating data with a better
model. Not everything that Bob Stolt works on gets published; he
Continued on Page 21
“If you study whatever you are studying in great depth, that will pay a dividend…..”
Continued from Page 20
3. Continued on Page 23
Interview Cont’d
22 CSEG RECORDER June, 2003
knows that he works for a company. There is only a fraction that
can be published, for example if you want to publish a paper you
have to show them three papers you didn’t publish. That adds
value to them, otherwise why are they paying you a salary? Stolt
is very deep, very capable, and very quiet. I sort of have a need to
explain to people what we do, when someone doesn’t understand
I feel it incumbent on me to try to make it clearer. Stolt has a confi-
dence that, he understands, if you don’t understand that’s your
problem. It’s refreshing to see. When I do derivations, I’ll go
through every step and detail; he writes the last step and says
“what else could it be”. He has a very deep understanding of the
physics of wave theory, and has a tremendous intuition. Our
personalities are very different, I go on blah-blah-blah-blah, like in
this interview, and he’ll say on the phone “OK”. But when he says
something, I pay a lot of attention. I remember practically every
word from every sentence he has ever said.
B. I followed your interaction with Berkhout. I was very impressed
with your reply after he acknowledged that you were correct.
A. It speaks to his integrity. Berkhout is an example of a person
with a lot of physical intuition. In our personal history, we have had
a bit of an adversarial relationship. People have found it amusing
and entertaining. We sat down and decided to collaborate. He
agreed with that and was very proactive. I had an opportunity to be
a visiting professor at Delft. He was a very gracious and warm host
to me and my family. The thing that impressed me the most was
when I would work one on one with him alone he dropped all that
sort of peacock thing he puts on in public. The sort of prima donna.
He was just a regular guy struggling with some kind of concept he
couldn’t quite write down. He isn’t really a math physics guy. He
comes from more of an electrical engineering signal processing back-
ground. His entry into multi-dimensional wave fields is largely intu-
itive and sometimes he misses detail. It’s hard to get the normal
derivative of a Green’s Function in Green’s Theorem from intuition.
You’re lucky to explain it after you can derive it. It’s pretty spectac-
ular what he can come to given his background. He has a lot of
creativity. He has made a lot of contributions. I learned things from
their group, and vice versa, about the nature of multiples. Each
group got stronger. First of all we were competing, even though it
was cooperative, we were competing. And we both drove to the
internal multiple on field data because we knew the other one was
after it.
B.The main controversy was the need for the background field?
A. That’s right, which he dropped. So now we are at a similar
juncture. We’re saying you don’t need the background detail to get
a detailed image. As you could see, there were quite a few people
in the audience today (Luncheon lecture) who were not comfort-
able. At the least, we know it’s new when there is that degree of
discomfort.
B. I think the discomfort today was in the lack of background field for
the depth image.
A. Right. Because that’s new. 12 years ago if you said you were
going to predict the multiples without any information about the
earth, you were going to have a section with the data and a section
with the ringing from the salt predicted without knowing top and
bottom of salt they would have thought you were insane. Migration
inversion, just migrating before, was the biggest blowback, both
from people in migration and people in AVO. They made it very
clear, in the strongest terms possible, just how crazy we were.
B.You’re saying the migration people didn’t really believe the ampli-
tudes they came up with?
A. I think the migration people were quicker. There are people
who are sort of the real researchers, and then there are sort of the
camp followers. The camp followers tend to be dogmatic, it’s like it’s
a religion. There’s a leader, then there’s people who might get some
business out of it, and they are not always of the same character,
they’re running a business. The followers tend to be more rigid than
the person who pioneered the idea. They got this idea and imple-
mented it and their career is depending on it. They themselves are
not creatively capable, they are protégés in some way. The guys who
are really doing new things more often than not can accept other
new things. That’s a big test of the mettle of a scientist. You improve
your respect of science from the past by trying to improve on it. The
toughest test is to know that you yourself will be superceded. When
that comes, boy is that a test. Of course we don’t try to make that
easy, we try to keep moving, but it’s going to happen. Everything we
do has assumptions including all the things we say, and we make
them and they sound reasonable. Today’s reasonable assumption is
invariably tomorrow’s high obstacle to effectiveness. There are
different obstacles to new science, you just have to make sure at the
end of the day you’re not one of them. That’s not easy.
B. I don’t think anyone would ever accuse you of being an obstacle. I
think people would accuse you of testing their ability to think outside the
box.
A. You have to be prepared to fail. Stolt and I worked on some-
thing in the late 70s and early 80s that we gave up. If you’re really
into something new, that’s something for managers to understand,
and also universities. If everyone is showing progress, I would say
“where are the failures?” If you’re not failing you’re not taking
chances. You’ve got to
have some rate of
failing. Stolt and I,
separately, he was at
Stanford, I was at City
Service, were looking
for a closed form solu-
tion to the simplest
multi-dimensional
earth: velocities,
bearing in x and z. Just
find something which
didn’t require a series.
“If you study whatever you are studying in great depth, that will pay a dividend…..”
Continued from Page 21
4. We worked very hard,
looked all over the
world, and couldn’t
find a solution. We
shut it down; you’ve
got to know when it’s
enough. When you do
that it isn’t a waste of
time. We learned a lot
of things which were
tools for other prob-
lems. How do you in a tenure system, or an
industry judging of science, allow for
people who have potentially big steps to
take and have the flexibility to fail. If you’re
not allowing that flexibility, it’s only small
variations you are going to get. You’ve got
to have the right people – you give some
people too much freedom, they’ll go sit on
the beach and drink pina coladas. We went
down to Brazil and worked ourselves to
death down there; a lot of people never got
off the beach. I had a great manager at Arco,
he said “Why should we send you to
Brazil? If I think of what’s best for Arco for
next year, I shouldn’t send you to Brazil. But
If I think what’s best for Arco for the next
ten years, it makes sense. It will give you a
place to think.” It was that, and I am
indebted to him. All of the multiple stuff
came from there.
B.Is it your perspective that companies have
all changed for the worse now?
A. I think the oil companies are moving
in the wrong direction in general. I also
think that there isn’t an overabundance of
new thinking.
B. I don’t think there is much time allowed.
The reliance is upon people like yourself, and
the students you have.
A. There is also a certain bit of responsi-
bility to the turning off of research, that’s the
responsibility of the researchers. Even if
researchers are actually working on relevant
problems they are still looked upon suspi-
ciously by operations. Operations have pres-
sure, they need something done now, and
for them a great thing a week from now is
useless. Heterogeneity is the biggest issue for P–P data, and most of
our data is P–P. A bunch of people have run to anisotropy, P–P
anisotropy is low priority. It’s made a lot of people famous, they’ve
solved anisotropy with a homogeneous media. The earth for P–P
data is anisotropic but it’s not as important as heterogeneity. Once
you get shear waves anisotropy gets more important but most of our
data is P–P. There is a bit of a sham. When you look at long offset
data and you take the Dix equation, and you get t-squared and a
constant and x-squared, x to the fourth, they call the coefficient in
front of x to the fourth the anisotropic correction. You don’t need
Interview Cont’d
June, 2003 CSEG RECORDER 23
“If you study whatever you are studying in great depth, that will pay a dividend…..”
Continued from Page 22
Continued on Page 24
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Interview Cont’d
24 CSEG RECORDER June, 2003
anisotropy to get the x to the fourth term, all you need is a binomial
expansion with one more term, but it’s politically correct to call it
anisotropy. We can’t solve isotropic heterogeneity, so they solve
anisotropic homogeneity. That’s great, but it’s not the problem.
When I was in Cambridge, it was a hotbed of anisotropy, so I told
them they were working on the wrong problem. They said yes, but
your problem is hard.
B. Do you interact with the majors in terms of how you might change
concepts of sampling in acquisition?
A. First we look at a new concept as if given perfect conditions –
does it work. Then we start to take away to bring the realism in. If it
remains robust, what different kinds of acquisition would enhance
it? Is it achievable, that is, does it have an added cost that makes it
unrealistic? We get involved in all aspects. We are dealing with all
levels of the seismic experiment because these new methods put a
higher bar on our expectations.
B. When you speak about multinationals, the majors, do they come
directly to you with their problems?
A. We don’t see their data. How we figure out what to work on
is, for example, Shell might say “we have a problem with deghosting
ocean bottom pressure measurements”, so we check around to see if
this is Shell’s problem – or if it is a universal problem. We are not
looking at people’s anecdotal problems or personal problems. It has
to be a global problem for the industry. They don’t show us the data,
that is, they might show us the data as an example of the problem,
but they don’t give us the data. We provide code, but it’s research
prototype code. We don’t provide production strength code; it’s
been tested on field data. We don’t do tech service. A lot of universi-
ties are doing tech service; that’s a maltreatment of graduate
students. If you have a code and you’re a professor and some small
company wants to get their data processed, the faculty will use the
graduate students essentially as processors. Processing data once is
an education but processing it routinely is not an education. The
company that comes to the university to have this done can write it
off as an educational expense, a tax write off. You go to a contractor,
you pay for it. They do it to save money. The professor is a hero
because he brings money in. The only victim is the student because
the student is not getting an education. Universities lose their way
when they only measure how much money they’re bringing in.
S.You worked for Arco for a long time.What prompted you to join the
University of Houston?
A. I always wanted to be a professor; it was my original interest,
maybe a bit naïve. BP was taking over Arco so I was coming to a
juncture of decision anyway. Once I’m at a juncture of decision, I
usually consider options. At Arco we were all treated well, we had a
good history, why look around. I had to decide where I was going to
go with BP. BP was not Arco. They are almost the poster child of
outsourcing. They feel you don’t need to develop things inside; you
can just buy things from outside. That’s the diametric opposite view
ofArco, Shell and others, which feel if you don’t make it, if you don’t
develop it, you don’t value it. I have
never heard of a vice president
outsourcing his own job. When all the
guys are sitting around the table, they
are not the expertise you can buy from
the outside.
S. You’ve given a number of talks on the
research work you’ve done,how different is
it lecturing now as an SEG distinguished lecturer versus the
regular/routine lectures you give?
A. I think the objective of the distinguished lecturer tour is to
speak to the average SEG member, and that’s a challenge when the
activity is very technical. If you really know what you’re doing you
can explain it to an intelligent farmer – someone I once worked with
said that. If you understand the machinery, there is a way of
explaining what it is trying to do, without the math and the physics,
just give some sense of why this new possibility is there. It’s a
wonderful part of the tour; you get to see people you haven’t seen
for years, see wonderful places, and see places you haven’t seen at
all. You get to have an appreciation that there are a lot of unem-
ployed people in geophysics. Even with the things we moan and
groan about back at the office, we are fortunate to be working. You
see audiences where significant fractions are clearly unemployed.
The difficult part is you are away from your family a long time,
weeks at a stretch. What I’ve done at universities and would have
done here if there was more time, is I give the talk, then I have a sepa-
rate talk which is technical. I go to the board and start from the
beginning and anything you want to see in detail I can derive and
show you. It complements it by giving it a foundation. I would like
to return to Calgary to do just that.
S.What are your other interests, apart from geophysics?
A. Family. I think my happiest moments are when my whole
family, all four boys and my wife and I, are around the table together.
One is in New York, two are at A&M, one is at home, it gives me a
good feeling. We like music, we like dancing, we like African and
Brazilian music, we have drums in the house. We like to not think.
When the music goes on, I don’t know how to dance, I don’t want
to know. I just want to cut free, to dance to steps is like painting to
numbers. I think it’s important. We spend time outdoors, we like to
run. If I thought of where we are now, how fortunate, I’ve got a good
job, good salary, healthy family, 30 years ago I never would have
imagined my life having this positive turn. I’ve been very fortunate.
S. In the next five years where do you think you’ll be going?
A. Although I enjoy being the Director of the research program,
it’s not as much fun as doing science. I’m not doing enough; I’m
watching people around me doing more science than I am. I had to
do it since there was no other structure for it at U of H. Given that
I’m the last guy in the world to be a manager or a director, I can’t
even manage myself. I’m going to be looking to hire a junior faculty
who will be groomed quickly to take over that position, and I’ll go
“If you study whatever you are studying in great depth, that will pay a dividend…..”
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6. Interview Cont’d
June, 2003 CSEG RECORDER 25
into the background to just work. When I do work, which I haven’t
done for a while now, it’s a very disturbing and wondrous thing.
You get so confused, I bite my nails. Everything gets all mixed up
and you think you don’t know anything. The only good thing is
sometimes when it comes together, if it does, you have a better
understanding, and that’s such a rush. You’re the first to see that
thing, it’s such a wondrous thing. The thing I can’t stand about
universities is the arrogance of professors who can’t sympathize
with students who are struggling, and walk around in judgment.
They have never lived in the real world; they have just done home-
work problems their whole life. If you are really struggling because
you are doing research, you have sympathy with students who are
struggling. There is no way you can feel they are stupid and don’t
get the point, because you don’t get the point either. These people
who are taken with their brilliance are people who stopped working,
if they ever worked. When a student comes and says they don’t
understand something, and you don’t understand what you are
doing, you can say “I know it’s hard just keep trying”. You are not
quick to say “stupid”. If you are so smart then why are you strug-
gling? I struggled when I was in school. I had a very bad back-
ground; I was a Puerto Rican street gang leader in New York City. I
worked very hard to make up for things, I was very fortunate. I had
a public education that allowed me to do that when I got my act
together. It’s always been a struggle, I worked very hard in under-
graduate, very hard in graduate, and very hard now. Nothing comes
easy to me. So when I see students working hard and struggling,
how could I not empathize?
S. What advice would you give young people who are just entering
their profession?
A. That’s a tough one. When I go and speak at universities on this
tour, I tell them I don’t really have a crystal ball about what their
livelihood, you know, oil, will be. It’s hard to know. The only thing
I’m pretty sure of, is if they study whatever they are studying in
great depth that will pay a dividend. First off they’ll learn how you
do that. The simplest thing, if you think hard enough, is difficult.
They can transfer that to other things. I think we should give them
Ph.D.s in seismic physics, but also show them how to solve prob-
lems that haven’t been solved. That’s a transferable thing. Assume
that they will be in the narrow place that we provide them, but make
sure they understand that what we are doing exemplifies a process,
rather than being the process.
S. Thank you very much for giving us your time Art. It’s been a
pleasure talking with you.
A. I appreciate it, thank you. R
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