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					 WHAT IS
			INTEGRATED PETROPHYSICS? Petrophysics
			is the study of the physical and chemical properties of rocks and
			their included fluids, if any. Petrophysical data can be obtained
			from well logs and from laboratory data.
			Petrophysical data is used both qualitatively and quantitatively.
			Both forms are discussed in appropriate sections of this Handbook.
 
 Although
			"petrophysics" was used by G. E.
			Archie in the 1940's, the word  has only become popular in the
			last 20 years. The terms "log interpretation" or "log analysis" are
			widely used in the literature (inaccurately) to mean the same thing.
 
			Petrophysics is a more inclusive term, encompassing core analysis,
			sample descriptions, X-ray diffraction, petrography, scanning
			electron microscopy, and other forms
			of detailed laboratory data, in addition to well log data. lab data
			can also be considered as a "well log", because the depth of each
			sample is usually known.
 The term "Integrated Petrophysics" is now widely used to suggest
			that all forms of rock physics data is being analyzed in a coherent
			fashion. In some cases, an adequate log analysis model cannot be
			constructed without the integration of XRD, thin section
			petrography, geochemistry (organic carbon), electrical properties,
			and capillary pressure measurements, in addition to the more
			conventional core porosity and permeability measurements.
 
 
			
			 Petrophysicists offer services in the areas of well logging supervision,
                log analysis and interpretation, computer analysis of logs, seismic
                modeling, synthetic seismograms, and reconciliations of log data
                with geological, geophysical and exploration prospects, field
                studies and simulations, reserves estimates, and submissions to
                regulatory agencies. 
			These services are essential functions in
                modern oil and gas companies and cannot be accomplished without
                input from trained petrophysicists. The financial health and long-term
                success of a company depends on the central role of petrophysicist
                in all aspects of the company’s exploration and development
                activities.
 
			
			
 
			
			 Where petrophysics fits in the
			scheme of reservoir description (courtesy of GeoNeurale)
 
			
			 DATA REDUCTION 
  Well
			log and lab data seldom tell us what we really want to know. They
			might tell us  the resistivity and density of a rock. These are
			nice things to know but are not the final answers. We really want to
			know if there is oil or gas in that rock, how much is present, how fast can
			it be produced, and will it make a profit while doing so. Logs and
			lab data alone cannot tell us! 
			
			Thus the art and science of "petrophysical analysis" was born. A
			petrophysicist is the person who does the analysis of the data. Log
			analysis and log analyst are terms still widely used as synonyms. 
			
			"Inte 
			
			grated Petrophysics" is the most recent buzzword, but is a
			little redundant, as the combined use of well logs and lab data has
			always been a fact of life for anyone trying to calibrate well log
			analysis results to "ground truth".  INTEGRATED PETROPHYSICS
  After analysis comes answers, and
                after answers comes interpretation, followed hopefully
 by understanding. This Handbook
				deals mostly
                with data analysis. The numerous
 case histories will provide the
				material
                needed
				to interpret and understand your results.
 
			Data
			analysis, or data reduction, gives us "answers" that can be
			ambiguous at best or dead-wrong at worst. To consider "answers" as
			the final result of petrophysics is not adequate; the answers have
			to make sense when compared to all known facts and probably need
			calibration to those other facts. This step may be iterative, so
			petrophysical analysis is usually not a one-pass process. . The next step is to
			interpret the answers, and hopefully, gain an understanding of the
			answers. There is a huge gulf between getting answers and
			understanding the answers. Most of this Handbook deals with getting
			answers. However, numerous case histories are provided to help start
			the understanding process. Trial and error, experience, and a great
			memory will continue the process. 
  "CSI" PETROPHYSICS 
  Petrophysics is much like crime scene investigation (CSI). In the
			early days, we used Sherlock Holmes as our model detective 
			Today, CSI shows on television (every channel, every night) show us
			how to gather evidence, analyze it in the lab, draw conclusions from the
			evidence, eliminate the impossible and improbable, and finally
			understand "who-dun-it". By treating petrophysics in the same
			fashion, we can use proven scientific methods to reduce doubt and
			uncertainty, but of course never eliminate them entirely. We still
			convict the innocent once in a while.
 
			 Calgary Herald cartoon circa 1978, showing the public's impression
			of reservoir evaluation. That's me in the parka, looking into the
			borehole, while supervising a logging crew for PanArctic Oils Ltd on
			Melville Island in the Canadian High Arctic. By integrating the data from other
			geoscience disciplines, we can do more than mere log analysis. We
			can actually define the rocks and fluids AND calibrate our work. 
			When
			petrophysics, in its inclusive sense, is combined with depositional
			environment, well performance, and pressure data, the result is
			called "reservoir description" or "reservoir
			characterization", and often leads to a reservoir
			simulation or full-field study.
 
			 Integrated Petrophysics is more than mere log analysis
 
			State of the art well log analysis involves the intelligent use
                of a multiplicity of log curves and lab data in complex computer programs which
                evaluate many unknowns at once. Calibration of results usually
			requires statistical analysis, correlating laboratory and log
			analysis parameters. Sophisticated analysis of this
                type requires highly trained technical staff for programming,
                data entry, and evaluation. Software is often deterministic,
			using a fixed or user-defined sets of mathematical equations to
			derive answers from raw data and parameters supplied by the analyst.
			Other programs use probabilistic, statistical, or neural network
			methods, in addition to some deterministic code, to obtain answers.
			No known software can do the interpretation and understanding phase
			of the job - that is up to YOU. 
			To reduce dependence on the expertise
                of the programmer and user, a number of companies are studying
                the use of artificial intelligence (expert systems) to guide less
                experienced analysts through the analysis procedures. However,
			after more than 25 years of research, none have become commercial
			products.
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