D. B. FZRGUSON. Swift & Company Chicago, Illinois

Size: px
Start display at page:

Download "D. B. FZRGUSON. Swift & Company Chicago, Illinois"

Transcription

1 VALUE OF ANLMAL BY-PRODUCTS* D. B. FZRGUSON Swift & Company Chicago, Illinois The topic assigned to me was simply "Value of Animal By-Products.'' Like many other English words, the word value can have several meanings. However, based on the position of this paper in this morning's session, I came to the conclusion the program committee wanted someone to bring into perspective the magnitude of the animal by-product business, and not necessarily just in dollar terms. After all, how long is a dollar a dollar? By-products are an important part of the packing house business. After all, every head of cattle the industry kills has a hide. The cattle and calf kill last year was 46.1 million head. Sheep and lambs all produce wool or shearling pelts. Hogs produce lard and all the species that we call variety meats--hearts, livers, etc. And then, of course, there are the raw materials for pharmaceuticals. The dollar value of anirnal by-products in the last few years has been highly dependent upon what day you are talking about. Let me give you a few examples of what I mean. About a year ago when the cow slaughter was increasing and boneless cow meat was at relatively low price levels, there was a premium for pork fat that had a little lean attached to mix with the lean beef for processed meats. This shortened the lard supply and the price of prime steam lard went as high as cents. Recently it has been priced under 16 cents a pound. There are a number of interrelated reasons for the price changes such as the supply and price of competing vegetable oils that I won't go into, but the value of lard per head of hogs has changed violently in the last year or two. Another example--beef hearts normally sell at a premium to pork hearts. They are a lean meat item high in protein. Last year, in a world said to be relatively short of protein, beef hearts could hardly be sold. True, the supply was up with the record cattle kill, but when pork hearts were selling for 23 cents a pound, beef hearts were quoted at 12 cents. Millions of pounds sold at this price before foreign and domestic demand picked up. Recently they have been quoted up to 42 cents a pound. These are simply examples of the volatility of today's markets and, therefore, of by-product dollar values. * Presented at the 29th Annual Reciprocal Meat Conference of the American Meat Science Association, 1976.

2 Let me try to put the importance of by-products into perspective for you in this way. For cattle, if we start with a 1000 pound animal we get about a 600 pound carcass hanging in the cooler. So there are 400 pounds to account for in some way. About 70 pounds of this is represented by the hide and about 55 pounds potentially are variety meats. The balance of 275 pounds is raw mterial for rendering. This raw material produces about 50 pounds of inedible tallow, about 15 pounds of edible tallow, about 35 pounds of dry rendered tankage and 10 pounds of dried blood. The above rendered material is from the killing operation alone. The breaking and cutting operations, although not always done at the same location as the kill, may produce another 12 pounds of tallow and 8 pounds of meat and bone meal. The industry in total produced about 5.2 billion pounds of inedible tallow and grease in Roughly 40 percent of this went into the export market. This, of course, helped with our balance of trade-- offsetting some of the petroleum purchases. Domestically there are many uses for the inedible tallow and grease. Last year about 37 percent went into animal and pet foods. At current price relationships, inedible tallow is an economical energy source in cattle feedlot rations. It is used extensively in pet foods. About 30 percent vas used in the production of fatty chemicals. Anothe 21 percent was used in the production of soaps and 4 percent went into lubricants. Probably the jet plane you rode on to this conference was lubricated in part with a tallow based lubricant. They have a special property needed by the jets. The balance or 8 percent went into other uses. The rendering process also turns out around 3 billion pounds of meat and bone meal a year. This, of course, is the by-product from all species--cattle, hogs, sheep and lambs. This product largely is used domestically. Broiler and turkey feeds take the big part of the production these years. But pet foods in the last year or two have been growing rapidly into a major part of the market. You may have noticed how the dry pet foods have been taking over more of the shelf space from the canned pet foods in the stores. Some of these are as high as 80 percent meat and bone meal. Everyone; of course, is aware that cattle and calf hides are a major by-product of the beef industry. Their green weight last year also approached the 3 billion pound level. Like many of the other by-products of the animal industry, they vary considerably in price from year to year. You are all familiar with the government's series on leading economic indicators. Those measures of the economy that together are supposed to signal the direction and turns of the health of our economy. When the subject of hides comes up, I am always reminded of a statement a professor of a course on prices made years ago.

3 His statement was that the price of hides and the price of black pepper were two of the best leading indicators of the direction of wholesale prices he knew of. They were both world traded commodittes and as such perhaps reflected changes in wor Id economic conditions quicker than predaninantly domestically traded commodities. Hog and pig skins perhaps are less well identified with everyday products to the average consumer. However, they have a wide range of uses. Over the years the pork skin has been left on the carcass through the cutting operation. This meant the skin, if saved, was in pieces and parts of the skin usually moved to the rendering tank. More recently there has been some whole hog skinning. This produces skins which when cured and tanned make up into fine jackets, etc. I m sure you are familiar with the shoes made from pig skin and we have had pig skin gloves for years. Pork skins are a major source of gelatin production which is used in many foods including ice cream, canned meats, marshmallows and gelatin desserts. Som of the skins are used by the poppers11 in making those tasty snacks sold in cellqphane packages. Lard production which is one of the major by-products of hog slaughtering has declined in relative Wrtance Over the years. Twenty years ago the industry produced about 33 pounds of lard per head slaughtered. In 1975, the average was about 14.5 pounds per head. Hogs have been bred to produce larger hams and loins and less back fat. They are leaner hogs. Whereas lard production in 1952 amounted to 2.9 billion pounds it had dropped to about 1.2 billion pounds in Part of this was due to the reduction in nunibem slaughtered, but the big difference was in the type of hog. Earlier I said there was a potential of about 55 pounds of variety meats per 1000 pound cattle. The industry probably falls short of achieving this yield. Part of those 55 pounds find their way to the rendering tank because at times the expense of saving the variety meat item my be greater than the market value for it. We find variety meat products saved per head varies considerably between our plants. There appear to be a number of reasons for this variance. The quality of the aninvzls and of the variety meats from the anhls varies by sections of the country. The productiveness of the labor varies between plants. Our plant layouts are not all the same, which affects the costs. And there is variation fran year to year in the amounts produced per head depending on the relationship between the changes in mrket prices and costs. If they are not saved as edible variety meats because of price, then they find their way to the rendering tank and become a by-product under a different category.

4 Again, t o give you some perspective on t h i s, our production of beef v a r i e t y meats amunted t o about 43 pounds per head i n 1974 and dropped to about 36 1/3 pounds i n 1975 as p r i c e s dropped. Sales d o l l a r s i n 1974 were about $14 per head b u t had dropped t o $9 per head i n You understand that these d o l l a r values were a f t e r t h e expense that we had put on them. The value t o t h e l i v e a n i m l, t h e r e f ore, w a s lower. Nevertheless, many times we see t h e d i f f e r e n c e between a plant being p r o f i t a b l e or not, whether it be a beef p l a n t or a pork plant, m y depend on how they handle t h e i r v a r i e t y mats. Whether o r not t h e y obtain g o d y i e l d s and produce them e f f i c i e n t l y. Let's look a t t h e r e l a t i v e importance of t h e v a r i e t y meats from another angle. The per c a p i t a consumption f i g u r e s that most of you a r e familiar with a r e based on carcass weights f o r beef, l a m b and v e a l and on pork carcass weights excluding t h e l a r d f o r pork.. The per c a p i t a consumption figure f o r pork last year was estimated by t h e U.S Department of Agriculture a t about 55 pounds. To my knowledge, t h e r e a r e no production f i g u r e s collected on edible v a r i e t y meats, but based on our experience I would estimate that t h e per c a p i t a consumption of them from pork amounted t o about 4 pounds last year. For beef, t h e consumption i n t h e U.S. i n 1975 w a s about I20 pounds per c a p i t a carcass w e i g h t basis. In addition, I would estimate t h e e d i b l e v a r i e t y meat consumption added another 5 t o 6 pounds. Much of t h e v a r i e t y meat consumption i s in t h e form of processed meats of one kind o r another. Some of t h e most valued a n i m l b y - p r o d u c t s have t o be those used i n t h e pharmaceutical industry. Since you have a speaker l a t e r t h i s morning on t h i s s u b j e c t, I'll n o t go f a r t h e r. A s a conversation piece, w e do save beef g a l l stones when possible. Our l a s t s a l e w a s a t $1400 per pound. They go t o t h e Chinese who grind them up and use them in ways peculiar t o us. In surmnary then t h e animal by-product business is a tremendously important part of the meat business. It involves b i l l i o n s of pounds of product valued i n t h e hundreds of millions of d o l l a r s annually. Whereas meat is t h e s i n g l e major product from each species, with r e a l l y one use as food, t h e multitude of a n i m l by-products have a myriad of uses that a f f e c t our everyday l i v e s more than w e might r e a l i z e.

5 160 Harold Herring: of four. Let the record show there are five papers instead Dr. Ferguson has consented to a discussion, so if there are any questions of this paper, let's have them at the present time. Audience: What did the Chinese use gall stones for? I can't tell you what all the uses are, but one use, I understand, is that a woman at childbirth puts a little bit of this on the end of her tongue. It's supposed to prevent some of the pain. It's also supposed to be an aphrodisiac. Tony Kotula, USDA: I wonder how the quality of variety meats from the United States are comparing to the variety meats that are on the market in other areas from ather sources. Now, about five years ago, the variety meats to Great Britain from the United States were very poor in quality and the British published a report saying the United States could export a greater amount of variety meats if they would improve their quality. Do you have any information on that? This had been true in the past. Basically, not because of the manipulation on the handling of the product at the packing levels here, but what happened to it in the interim; the thawing, the improper handling and storage at ports overseas. So when it actually got to the end user, they said, "If this is representative of what the United States is sending, we don't want it." It has improved considerably. We're putting it in smaller boxes. We're doing a better job of educating the people about how we put it up here and making them insist upon getting it in the same form there. Don Kinsman, Connecticut: Do they save hair balls from cattle and calves, and if so, for what purpose? No, I don't believe so. Tom Bidner, ISU: HOW'S the pricing structure set up, say for example, on variety meats? What determines the price? HOW'S the structure set up? I guess the only way I can answer that would be to say that it is determined the same way that the prices for all the other meats are determined, by supply and demand basis. We try to sell them for the highest price that we can get for them and the retailer tries to buy them at the lowest price. So, we negotiate a price. Now, this example I used on the heart was a very peculiar situation, because normally these cattle hearts will sell at quite a premium over pork. For some reason, at a time last year they dropped clear under. For everything we could do, we couldn't get more money for them. Finally, we developed the overseas demand and then our own domestic demand seemed to pick up. But it is a negotiated pice. Don Kropf, Kansas State: With a variety of meats where you have an option of edible or inedible, how much more per pound does it cost to make it edible and to meet the sanitation requirements and what other requirements do you haxe?

6 161 Well, t o be honest with you, i t ' s a l i t t l e out of my f i e l d. I couldn't give you a r e a l good answer on that. It depends-it does c o s t more t o meet e d i b l e requirements, of course, and some of them are inedible because t h e y a r e condemned as they go down t h e slaughter l i n e. But I don't have a good answer f o r you. I ' m s o r r y. A 1 Pearson, Michigan S t a t e : Are d o m s t i c lamb p e l t s t h e same as f o r making c e r t a i n items i n t h i s country7 The New Zealanders, I know, save large q u a n t i t i e s and s h i p them t o Boston f o r m k i n g c e r t a i n items. from time t o time. A 1 Pearson: I t ' s not a constant t h i n g then? A 1 Pearson: From time t o time we save them here, but only No. It depends on t h e price7 Right Ray F i e l d, Wyoming: With t h e p o s s i b i l i t y of mechanical deboned meat increasing, it could cause meat and bone meal t o decrease t h e amount of scrap a v a i l a b l e f o r it Have you considered t h i s, and what would be your p r e d i c t i o n as f a r as t h e p r i c e of meat and bone meal i f t h e r e were less raw material available? No, I haven't project& t h e p r i c e s. I t h i n k I would look a t it t h i s way, that t h e meat and bone meal i s t i e d s o c l o s e l y p r o t e i n supplements, soybean meal and so on, that it would t o your ut& increase it no doubt. But I don't t h i n k it wbuld be a question of going through t h e rope t o s e e i f your poultry feed, and s o on, w i l l s t a r t s u b s t i t u t i n g t h e s e other proteins when they g e t t o o f a r out of l i n e. So, undoubtedly, it would r a i s e t h e p r i c e of m e a t and bone meal. But it s t i l l would come t o a balance between that and our other p r o t e i n substitutes. Harold Herring: Thank you very much, Dr. Ferguson. Our next t o p i c is on t h e Use of Plasma i n Edible Meat Products, t o He's a native of Greenville, South Carolina. He has h i s Bachelor's from Baria College, h i s Master's from North Carolina State, and h i s Ph.D. from North Carolina S t a t e i n Food Science, where he spent four years. He then moved t o t h e University of Nebraska, where he was Assistant and Associate Professor f o u r years. He then moved t o Texas A & M University, where he is presently Professor i n Animal Sciecce Department. H i s research areas include Food Chemistry. H i s research i n t e r e s t s include ultra-high temperature systems f o r processing f l u i d products, spoilage and d e t e r i o r a t i o n i n food lipkds, f l a v o r properties of foods, and protein recovery including t h e preparation of food grade protein from a n h l blood. This c e r t a i n l y makes him w e l l q u a l i f i e d t o address t h i s t o p i c. D r D i l l. be presented by C. W. D i l l of Texas A & M University..

L. G. HANSON Peterson Manufacturing Co., Inc

L. G. HANSON Peterson Manufacturing Co., Inc BATCH, CONTINUOUS AND LOW TEMPERATURE RENDERING L. G. HANSON Peterson Manufacturing Co., Inc. Bob Peterson has asked me t o express h i s r e g r e t s and apologies f o r not being able t o a t t e n

More information

World Agricultural Outlook Board Interagency Commodity Estimates Committee Forecasts. Lockup Briefing April 10, 2013

World Agricultural Outlook Board Interagency Commodity Estimates Committee Forecasts. Lockup Briefing April 10, 2013 World Agricultural Outlook Board Interagency Commodity Estimates Committee Forecasts Lockup Briefing World Wheat Production Country or Region estimate 2012/13 previous month Million Tons Percent Percent

More information

I22. EARLE W. KLOSTERMAN Ohio A g r i c u l t u r a l Research and Development Center Wooster, Ohio

I22. EARLE W. KLOSTERMAN Ohio A g r i c u l t u r a l Research and Development Center Wooster, Ohio I22 BODY SIZE AND PRODUCTION EFFICIENCY* EARLE W. KLOSTERMAN Ohio A g r i c u l t u r a l Research and Development Center Wooster, Ohio Beef c a t t l e s e l e c t i o n and performance t e s t i n g

More information

A S U R V E Y OF 4-H AND FFA MEATS P R O G R A M S

A S U R V E Y OF 4-H AND FFA MEATS P R O G R A M S 129. A S U R V E Y OF 4-H AND FFA MEATS P R O G R A M S Livestock production projects have always been popular among 4 - H Club and I T A members. The t r a i n i n g of boys and g i r l s i n meats has

More information

F O R PROCESSED M E A T S

F O R PROCESSED M E A T S 71. S T A T I S T I C A L Q U A L I T Y CONTROL A P P L I C A T f O N S F O R PROCESSED M E A T S D O N A L D PAUL O S C A R M A Y E R& Co. M A DI S O N, W I S C O N S I N. -----..---.------------ I would

More information

may be required in specific cases due to the objectives in mind, but such

may be required in specific cases due to the objectives in mind, but such THE USE O f THE U S D A G R A D E S T A N D A,? D S AS A T O O L I N E V d l U A T I N G PORK CARCASSES C L STRONG U H I T E D STATES DEPARTMENT OF AGRICULTURE Pork Carcass evaluation assumes an important

More information

WORD CHECK UP. Destruction. Ground-breaking. Instigated

WORD CHECK UP. Destruction. Ground-breaking. Instigated DAY101 Half of life on Earth gone since humans arrived Humans represent a tiny fraction of all life on Earth, but are responsible for the destruction of 83 per cent of all wild mammals and half of our

More information

The aecond method reviewed by Professor Wilford was that which i s recommended by t h e National Livestock and Meat Board.

The aecond method reviewed by Professor Wilford was that which i s recommended by t h e National Livestock and Meat Board. 81 F I F T H AffNUAL RECIPROCAL MEATS h CONFERENCE - Uniform Slaughtering and Cutting Methods f o r Lamb: Last y e a r ' s conference r e p o r t by t h e Lamb Carcass Evaluation Committee pointed up t

More information

Morning Comments

Morning Comments Position Management: The table shows how the Model Farm is positioned at this time. Individual recommendations may vary. 2010 Crop 2011 Crop 2012 Crop Corn 100% sold with basis set 50% sold HTA 30% sold

More information

Analyzing the Impacts of Biofuel Mandates on World-Wide Grain, Livestock, and Oilseed Sectors

Analyzing the Impacts of Biofuel Mandates on World-Wide Grain, Livestock, and Oilseed Sectors Analyzing the Impacts of Biofuel Mandates on World-Wide Grain, Livestock, and Oilseed Sectors Richard Stillman, Jim Hansen, Ralph Seeley, Dave Kelch, Agapi Somwaru, and Edwin Young United States Department

More information

P R 0 C t S S I N G OF E R Y A N D S E M I D R Y SAUSAGES

P R 0 C t S S I N G OF E R Y A N D S E M I D R Y SAUSAGES 225. P R 0 C t S S I N G OF E R Y A N D S E M I D R Y SAUSAGES W I L L I A M J. SHANNON M E A T I N D U S T R YC O N S U L T A N T OMAHA. I NEBRASKA When we consider t h e t o t a l s u b j e c t of sausage

More information

COMMODITY PORK PRICE FORECASTING FOR HORMEL FRESH PORK SALES TEAM CORTNEY BALLY. B.S., Kansas State University, 2007 A THESIS

COMMODITY PORK PRICE FORECASTING FOR HORMEL FRESH PORK SALES TEAM CORTNEY BALLY. B.S., Kansas State University, 2007 A THESIS COMMODITY PORK PRICE FORECASTING FOR HORMEL FRESH PORK SALES TEAM by CORTNEY BALLY B.S., Kansas State University, 007 A THESIS Submitted in partial fulfillment of the requirements for the degree MASTER

More information

it behooves us t o consider the basis f o r the use of anyone, o r a combinat i o n of these indices.

it behooves us t o consider the basis f o r the use of anyone, o r a combinat i o n of these indices. 222. SWINE CARCASS C O N T E S T E V A L U A T I O N METHODS B. C. BRElOEWSTElH Over a period of t h e past several years swine carcass contests have become increasingly popular. T h i s increased popularity

More information

MARTINSON AG. Jan. 5, 2018 WHEAT

MARTINSON AG. Jan. 5, 2018 WHEAT MARTINSON AG Jan. 5, 2018 WHEAT Wheat started the short week with strength and closing with solid gains. Early support came from the past weekend s extremely cold temps, as even KS and OK reported temps

More information

PART I. Performed by: Alexandra Jiménez

PART I. Performed by: Alexandra Jiménez PART I The beginning of this story takes place in Rota. Rota is a very small town in Spain. It is not far from the Bay of Cadiz. Rota is famous for its different kinds of fruit and vegetables. In particular,

More information

Introduction... vii ACC Economics and Statistics Department Staff... vii 1. CHEMISTRY AND THE ECONOMY...1

Introduction... vii ACC Economics and Statistics Department Staff... vii 1. CHEMISTRY AND THE ECONOMY...1 TABLE OF CONTENTS Introduction... vii ACC Economics and Statistics Department Staff... vii 1. CHEMISTRY AND THE ECONOMY...1 Chemistry in Our Lives...2 Economic Contributions of the Business of Chemistry...4

More information

Practice Questions for Math 131 Exam # 1

Practice Questions for Math 131 Exam # 1 Practice Questions for Math 131 Exam # 1 1) A company produces a product for which the variable cost per unit is $3.50 and fixed cost 1) is $20,000 per year. Next year, the company wants the total cost

More information

ClASS1FtCAtlON OF SUBJECT MATERIAL

ClASS1FtCAtlON OF SUBJECT MATERIAL 207 ClASS1FtCAtlON OF SUBJECT MATERIAL I n the c l a s s i f l c a t i o n a of subject material pertaining t o meats we have a r a t h e r d i f f i c u l t task because of a l l t h e r e l a t e d subject

More information

September 17th, By Jack Scoville

September 17th, By Jack Scoville September 17th, 2017 By Jack Scoville Wheat: US markets were mostly higher last week as US and international weather concerns remained important. Minneapolis remains the weaker market as it is absorbing

More information

BRITISH VIRGIN ISLANDS SECTORAL GROSS DOMESTIC PRODUCT MARKET PRICES (current prices) (US$M)

BRITISH VIRGIN ISLANDS SECTORAL GROSS DOMESTIC PRODUCT MARKET PRICES (current prices) (US$M) SECTORAL GROSS DOMESTIC PRODUCT MARKET PRICES (current prices) Sector 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000r 2001r 2002r 2003r 2004r 2005e Agriculture, Hunting & Forestry 1.36 1.50 1.63 1.77

More information

Chapter 1 Linear Equations

Chapter 1 Linear Equations . Lines. True. True. If the slope of a line is undefined, the line is vertical. 7. The point-slope form of the equation of a line x, y is with slope m containing the point ( ) y y = m ( x x ). Chapter

More information

CONSUMER ACCEPTANCE OF GROUND B E E F

CONSUMER ACCEPTANCE OF GROUND B E E F 353. CONSUMER ACCEPTANCE OF GROUND B E E F R. S. GLOVER AUBURN U N I V E R S l TY & U N I V E R S I T Y OF G E O R G I A Any d i s c u s s i o n of ground beef probably should be prefaced by placing ernp'hasis

More information

July 23rd, By Jack Scoville

July 23rd, By Jack Scoville July 23rd, 2017 By Jack Scoville Wheat: US markets were generally lower in reaction to some rains that hit parts of the Dakotas and Minnesota late last week. The rains then moved further into the Corn

More information

One day an ant was drinking at a small stream and fell in. She made desperate

One day an ant was drinking at a small stream and fell in. She made desperate (A) One day an ant was drinking at a small stream and fell in. She made desperate efforts to reach the side, but made no progress at all. The poor ant almost exhausted was still bravely doing her best

More information

E F F E C T OF SEX AND ENERGY L E V E L S

E F F E C T OF SEX AND ENERGY L E V E L S 76. E F F E C T OF SEX AND ENERGY L E V E L S ON BEEF CARCASS COMPO'S1 T l O N V I N C E N T H. ARTHAUD UNIVERSITY OF NEBRASKA Consumers are increasingly expressing a preference f o r beef c u t s with

More information

JAPAN GCC TRADE DURING THE YEAR 2004 Record-high imports and exports:

JAPAN GCC TRADE DURING THE YEAR 2004 Record-high imports and exports: 1 JAPAN GCC TRADE DURING THE YEAR 2004 Record-high imports and exports: 80,000.00 60,000.00 40,000.00 20,000.00 0.00 Japan-GCC trade trend (value in US$ million) 2002 2003 2004 Total trade According to

More information

HACCP Concept. Overview of HACCP Principles. HACCP Principles. Preliminary Tasks Development of the HACCP Plan

HACCP Concept. Overview of HACCP Principles. HACCP Principles. Preliminary Tasks Development of the HACCP Plan HACCP Concept Overview of HACCP Principles A systematic approach to be used in food production as a means to assure food safety. National Advisory Committee on Microbiological Criteria for Foods (NACMCF)

More information

Knowing when you'll be done

Knowing when you'll be done Section 1.7: Time-to-maturity calculations Section 1.8: Ination MATH 105: Contemporary Mathematics University of Louisville September 5, 2017 Determining timeframe for account growth 2 / 19 Knowing when

More information

Globalization, Interdependence, & Interconnectedness

Globalization, Interdependence, & Interconnectedness Globalization, Interdependence, & Interconnectedness " Did you know? http://www.youtube.com/watch?v=ymwwrgv_aie Global Village The new electronic interdependence reconfigures the world in the image of

More information

THE A R M Y S N E W LOOK A T F A B R I C A T E D FROZEN M E A T S

THE A R M Y S N E W LOOK A T F A B R I C A T E D FROZEN M E A T S 181. THE A R M Y S N E W LOOK A T F A B R I C A T E D FROZEN M E A T S A. 1. S A V I C H The Military SubsAstence Supply Agency purchases approximately 500 million pounds of fyesh or frozen meat products

More information

MR, RU3T (Ia.): While we are readily admitting there are

MR, RU3T (Ia.): While we are readily admitting there are 230 CHAIM BRAY: Thank you, Ed., for those very good remarks. I know that most of you are aware that Ed. has served as Superintendent of the Beef Carcass Contest, Quality Beef Contest, at the International

More information

Overview of HACCP Principles. OFFICE OF THE TEXAS STATE CHEMIST Texas Feed and Fertilizer Control Service Agriculture Analytical Service

Overview of HACCP Principles. OFFICE OF THE TEXAS STATE CHEMIST Texas Feed and Fertilizer Control Service Agriculture Analytical Service Overview of HACCP Principles OFFICE OF THE TEXAS STATE CHEMIST Texas Feed and Fertilizer Control Service Agriculture Analytical Service OFFICE OF THE TEXAS STATE CHEMIST 2 HACCP Concept A systematic approach

More information

Composite Qualitative Forecasting of Futures Prices: Using One Commodity to Help Forecast Another

Composite Qualitative Forecasting of Futures Prices: Using One Commodity to Help Forecast Another Composite Qualitative Forecasting of Futures Prices: Using One Commodity to Help Forecast Another Anzhi Li anzhili@uga.edu and Jeffrey H. Dorfman jdorfman@uga.edu Department of Agricultural and Applied

More information

Animal Science Info Series: AS-B-262 The University of Tennessee Agricultural Extension Service

Animal Science Info Series: AS-B-262 The University of Tennessee Agricultural Extension Service Animal Science Info Series: AS-B-262 The University of Tennessee Agricultural Extension Service COLD, WET, WINTER WEATHER INCREASES FEED NEEDS OF COW HERDS James B. Neel Professor Animal Science Cattle

More information

MITOCW MITRES18_005S10_DerivOfSinXCosX_300k_512kb-mp4

MITOCW MITRES18_005S10_DerivOfSinXCosX_300k_512kb-mp4 MITOCW MITRES18_005S10_DerivOfSinXCosX_300k_512kb-mp4 PROFESSOR: OK, this lecture is about the slopes, the derivatives, of two of the great functions of mathematics: sine x and cosine x. Why do I say great

More information

What i s t h e U.S.L.A.

What i s t h e U.S.L.A. 304. of products or a brand established f o r only t h e superior product? My own opinion i s t h a t t h e l e t t e r i s more u s e f u l. Then too, who should do t h e grading? I believe t h e system

More information

ALGEBRA 1 SEMESTER 1 INSTRUCTIONAL MATERIALS Courses: Algebra 1 S1 (#2201) and Foundations in Algebra 1 S1 (#7769)

ALGEBRA 1 SEMESTER 1 INSTRUCTIONAL MATERIALS Courses: Algebra 1 S1 (#2201) and Foundations in Algebra 1 S1 (#7769) Multiple Choice: Identify the choice that best completes the statement or answers the question. 1. Ramal goes to the grocery store and buys pounds of apples and pounds of bananas. Apples cost dollars per

More information

SWINE E V A L U A T I O N PROGRAMS IN RETROSPECT

SWINE E V A L U A T I O N PROGRAMS IN RETROSPECT 290. SWNE E V A L U A T O N PROGRAMS N RETROSPECT W. H. ERUWER Webster defines r e t r o s p e c t a s looking back on t h i n g s past; a review of t h e p a s t. n order t o review t h e accomplishments

More information

1. Regressions and Regression Models. 2. Model Example. EEP/IAS Introductory Applied Econometrics Fall Erin Kelley Section Handout 1

1. Regressions and Regression Models. 2. Model Example. EEP/IAS Introductory Applied Econometrics Fall Erin Kelley Section Handout 1 1. Regressions and Regression Models Simply put, economists use regression models to study the relationship between two variables. If Y and X are two variables, representing some population, we are interested

More information

TNE. IHPORTANCE. OF M E A f RESEARCH I N 4 N I H 4 L SCIENCE

TNE. IHPORTANCE. OF M E A f RESEARCH I N 4 N I H 4 L SCIENCE 143 TNE. IHPORTANCE. OF M E A f RESEARCH I N 4 N I H 4 L SCIENCE The meat laboratory is a s e s s e n t i a l t o t h e modern Animal Husbandry o r Animal Science Department as barns and feed l o t s.

More information

10/23/2017. Week 6. Retail and the Settlement Pattern. Whataburger Locations. A family-owned quick service restaurant chain

10/23/2017. Week 6. Retail and the Settlement Pattern. Whataburger Locations. A family-owned quick service restaurant chain Schedule Updates and Reminders Here are some important dates and items from our class schedule over the next few weeks: Mon, Oct 23: Commerce and the Settlement Pattern Wed, Oct 25: Talk by Amanda Regan

More information

THE. as it i s represented by a choice No. 1 grade as described by t h e Livestock. is meant by these words: Are you including dressing percent?

THE. as it i s represented by a choice No. 1 grade as described by t h e Livestock. is meant by these words: Are you including dressing percent? 180 THE EFFECT OF TYPE CARCASS ON CHARACTERlSTlCS As I attempt t o discuss t h i s topic, I f i n d myself a t r i f l e confused over t h e exact meaning of two words i n t h e t i t l e, F i r s t, what

More information

MITOCW ocw f99-lec30_300k

MITOCW ocw f99-lec30_300k MITOCW ocw-18.06-f99-lec30_300k OK, this is the lecture on linear transformations. Actually, linear algebra courses used to begin with this lecture, so you could say I'm beginning this course again by

More information

Free Ebooks Laboratory Manual In Physical Geology

Free Ebooks Laboratory Manual In Physical Geology Free Ebooks Laboratory Manual In Physical Geology  ALERT: Before you purchase, check with your instructor or review your course syllabus to ensure that youâ select the correct ISBN. Several versions

More information

P. A. ANDERSON. means t h e placing of a d i f f e r e n t value on products.

P. A. ANDERSON. means t h e placing of a d i f f e r e n t value on products. 44. THE N E E D FOR E S T A B L I S H I N G A C L O S E R CORRELATION I # THE J U D G I N G OF I I V E A N I M A L S AND T H E I R CARCASS GRADES AND C U T - O i l 1 V A L U E S P. A. ANDERSON U N l V

More information

CONTINUE. Feeding Information for Boarded Pets. Fed only dry food 5. Fed both wet and dry food 11. Cats. Dogs

CONTINUE. Feeding Information for Boarded Pets. Fed only dry food 5. Fed both wet and dry food 11. Cats. Dogs 1 Feeding Information for Boarded Pets Cats Dogs Total Fed only dry food 5 7 Fed both wet and dry food 11 3 34 Total The table above shows the kinds of foods that are fed to the cats and dogs currently

More information

The Vietnam urban food consumption and expenditure study

The Vietnam urban food consumption and expenditure study The Centre for Global Food and Resources The Vietnam urban food consumption and expenditure study Factsheet 5: Where do consumers buy different food items? As Fact Sheet 4 highlights, food retailing is

More information

Section 4.1 Solving Systems of Linear Inequalities

Section 4.1 Solving Systems of Linear Inequalities Section 4.1 Solving Systems of Linear Inequalities Question 1 How do you graph a linear inequality? Question 2 How do you graph a system of linear inequalities? Question 1 How do you graph a linear inequality?

More information

Can quadratic functions tell us whether. Brendan Nelson is really trying. to save taxpayers money?

Can quadratic functions tell us whether. Brendan Nelson is really trying. to save taxpayers money? Can quadratic functions tell us whether Brendan Nelson is really trying to save taxpayers money? Rod Nillsen School of Mathematics and Applied Statistics University of Wollongong NSW, Australia 2522 A

More information

Competitive Equilibrium

Competitive Equilibrium Competitive Equilibrium Econ 2100 Fall 2017 Lecture 16, October 26 Outline 1 Pareto Effi ciency 2 The Core 3 Planner s Problem(s) 4 Competitive (Walrasian) Equilibrium Decentralized vs. Centralized Economic

More information

A Colorful Man By ReadWorks

A Colorful Man By ReadWorks By ReadWorks Mr. Tucker talked about colors all the time. "That sunset was raspberry-red!" he said to his wife in the evenings. Or, "What a honey-yellow morning it is!" He liked to look for all the different

More information

CLASS NOTES: BUSINESS CALCULUS

CLASS NOTES: BUSINESS CALCULUS CLASS NOTES: BUSINESS CALCULUS These notes can be thought of as the logical skeleton of my lectures, although they will generally contain a fuller exposition of concepts but fewer examples than my lectures.

More information

Math 0301 Course Review. 1) 8 less the quotient of 52 and 4. 2) The product of 7 and 25. 9) 5x 3.2y + 6.8z 1.1x + 0.2y 10) (11x 9) (43x 2)

Math 0301 Course Review. 1) 8 less the quotient of 52 and 4. 2) The product of 7 and 25. 9) 5x 3.2y + 6.8z 1.1x + 0.2y 10) (11x 9) (43x 2) Simplify: Math Course Review ) 8 less the quotient of and. ) The product of 7 and. (7)( )() ) 9 less than the product of and 8. ) ( 8) ( ) ) 7(8) ( [ 9]) ) 9 { 8[ ()] + } 7) 7 ( ) ( ) 8) 9 ( ) + 7 9) x.y

More information

Daily Grain and Livestock Commentary Thursday June 05, 2008

Daily Grain and Livestock Commentary Thursday June 05, 2008 Daily Grain and Livestock Commentary Thursday June 05, 2008 DAILY SOY COMPLEX COMMENTARY BULLS MAY BE WINNING THE STRUGGLE OVER THIS SUMMER'S DIRECTION. OVERNIGHT CHANGES THROUGH 3:15 AM (CT): SOY BEANS

More information

A T 7 5, 1 2 5, 1 7 5, 225, AND 275 POUNOS. Dr. A. Pearson has worked with the p r i n c i p l e of determining volume i n a closed chamber.

A T 7 5, 1 2 5, 1 7 5, 225, AND 275 POUNOS. Dr. A. Pearson has worked with the p r i n c i p l e of determining volume i n a closed chamber. 49 U l TRA'SONIC E V A 1 U A T I O N OF C O M P O S I T I O N I N HOGS ' S L A U G H T E R E D A T 7 5, 1 2 5, 1 7 5, 225, AND 2 POUNOS R I C H A R D L H I W E R and J W THORNTON Early research by Warner,

More information

Forecasting of Futures Prices: Using One Commodity to Help Forecast Another. Anzhi Li and Jeffrey H. Dorfman

Forecasting of Futures Prices: Using One Commodity to Help Forecast Another. Anzhi Li and Jeffrey H. Dorfman Forecasting of Futures Prices: Using One Commodity to Help Forecast Another by Anzhi Li and Jeffrey H. Dorfman Suggested citation format: Li, A. and J. H. Dorfman. 2014. Forecasting of Futures Prices:

More information

Cause (or Because) Effect Possible Questions and/or Conclusions

Cause (or Because) Effect Possible Questions and/or Conclusions TEACHER KEY: CHART FOR CAUSE AND EFFECT READING Changes in the Salinas Economy: Understanding a cause and effect reading Question: How did the railroad change the economy of the Salinas community? Cause

More information

Changes in Technology in the U.S. Beef Industry: Welfare Analysis and Trade Implications. Lia Nogueira, Kathleen Brooks, and David Bullock

Changes in Technology in the U.S. Beef Industry: Welfare Analysis and Trade Implications. Lia Nogueira, Kathleen Brooks, and David Bullock Changes in Technology in the U.S. Beef Industry: Welfare Analysis and Trade Implications Lia Nogueira, Kathleen Brooks, and David Bullock Selected Paper prepared for presentation at the International Agricultural

More information

Light rain showers to rain showers forecast for most of the selected parts of the country.

Light rain showers to rain showers forecast for most of the selected parts of the country. 28 th March, 2017 Vol.4. No.6 Light rain showers to rain showers forecast for most of the selected parts of the country. South African corn prices to tumble, as harvest nears. CBOT May soybeans prices

More information

5.2 Algebraic Properties

5.2 Algebraic Properties 5.2 Algebraic Properties Your friend s birthday is next weekend, and you are sending her a birthday card. As usual, you will put a return address label in the upper left corner of the envelope and a stamp

More information

North Dakota Lignite Energy Industry s Contribution to the State Economy

North Dakota Lignite Energy Industry s Contribution to the State Economy Agricultural Economics Miscellaneous Report No. 186 May 2000 North Dakota Lignite Energy Industry s Contribution to the State Economy Randal C. Coon, and F. Larry Leistritz* Department of Agricultural

More information

Math 120 Final Exam Practice Problems, Form: A

Math 120 Final Exam Practice Problems, Form: A Math 120 Final Exam Practice Problems, Form: A Name: While every attempt was made to be complete in the types of problems given below, we make no guarantees about the completeness of the problems. Specifically,

More information

Introduction to Systems of Equations

Introduction to Systems of Equations Systems of Equations 1 Introduction to Systems of Equations Remember, we are finding a point of intersection x 2y 5 2x y 4 1. A golfer scored only 4 s and 5 s in a round of 18 holes. His score was 80.

More information

Marginal Propensity to Consume/Save

Marginal Propensity to Consume/Save Marginal Propensity to Consume/Save The marginal propensity to consume is the increase (or decrease) in consumption that an economy experiences when income increases (or decreases). The marginal propensity

More information

W. Y. Vaxney.) Van Stavern, B. D Personal communication. Service, Ohio S t a t e University.

W. Y. Vaxney.) Van Stavern, B. D Personal communication. Service, Ohio S t a t e University. 67 S a f f l e, R. L. and L. J. Bratzler. 1959. The e f f e c t of f a t n e s s on some processing and p a l a t a b i l i t y c h a r a c t e r i s t i c s of pork carcasses, Food Technol 13:236..- Van

More information

Assignment #13: More Logic

Assignment #13: More Logic Assignment #13: More Logic 12b The height and speed as a function of time of a projectile (such as a thrown ball) launched with an initial speed of 40 at an angle 30 to the horizontal are given by 1 2

More information

F A C I L C I I E S N E E D E D, N E A T S REOUIRED AND TCME N E C E S S A R Y FOR

F A C I L C I I E S N E E D E D, N E A T S REOUIRED AND TCME N E C E S S A R Y FOR 38, F A C I L C I I E S N E E D E D, N E A T S REOUIRED AND TCME N E C E S S A R Y FOR T E A C H I N G I D E N T I F I C A T I O N O f C U T S AND G R A D I N G NATHAN S. HALE U N I V E R S I T Y OF M

More information

Some Results of t h e Contest

Some Results of t h e Contest 207. Some Results of t h e Contest 1. Swine c l a s s e s have been placing t h e same way both a l i v e and i n t h e carcass f o r most of t h e c m t e s t s. We occasionally w i l l g e t a p a i

More information

Farm Futures Featured Story. Grainscoop I

Farm Futures Featured Story. Grainscoop I Grainscoop I From: Sent: To: Subject: The Farm Futures Team [farmfutures@farmprogres.ccsend.com] on behalf of The Farm Futures Team [farmfutures@farmprogress.com] Monday, July 15, 2013 2:46 PM grain@grainnotes.com

More information

What two types of organisms are there?

What two types of organisms are there? A rabbit is chased by a lynx These animals are interacting! What two types of organisms are there? Abiotic? Biotic? Never been alive -water -temperature -rocks -sunlight -air -rotting bodies A rabbit is

More information

North Dakota Lignite Energy Industry's Contribution to the State Economy for 2002 and Projected for 2003

North Dakota Lignite Energy Industry's Contribution to the State Economy for 2002 and Projected for 2003 AAE 03002 March 2003 North Dakota Lignite Energy Industry's Contribution to the State Economy for 2002 and Projected for 2003 Randal C. Coon and F. Larry Leistritz * This report provides estimates of the

More information

Note: Please use the actual date you accessed this material in your citation.

Note: Please use the actual date you accessed this material in your citation. MIT OpenCourseWare http://ocw.mit.edu 18.06 Linear Algebra, Spring 2005 Please use the following citation format: Gilbert Strang, 18.06 Linear Algebra, Spring 2005. (Massachusetts Institute of Technology:

More information

Lesson 8: Representing Proportional Relationships with Equations

Lesson 8: Representing Proportional Relationships with Equations Lesson 8: Representing Proportional Relationships with Equations Student Outcomes Students use the constant of proportionality to represent proportional relationships by equations in real world contexts

More information

Skupos Data Helps Convenience Stores Predict Inventory Needs Before Hurricanes

Skupos Data Helps Convenience Stores Predict Inventory Needs Before Hurricanes Case Study: Hurricane Florence Winter 2018 SKUPOS Inc. 300 Kansas St. Suite 103 San Francisco, CA 94103 www.skupos.com Skupos Data Helps Convenience Stores Predict Inventory Needs Before Hurricanes A Look

More information

Algebra 1 Fall Semester Final Review Name

Algebra 1 Fall Semester Final Review Name It is very important that you review for the Algebra Final. Here are a few pieces of information you want to know. Your Final is worth 20% of your overall grade The final covers concepts from the entire

More information

Total llo7. '1'1 999 'IOo'l. J 2113 '155 72o o61 'I

Total llo7. '1'1 999 'IOo'l. J 2113 '155 72o o61 'I Ohio State Data- Census of Agriculture Table. Summary of Selected Economic Class Groups: [Classes - provide data comparable to the grouping identified as "commercial farms" in earlier census publications.

More information

Comparison of methods for the determination the fat content of meat

Comparison of methods for the determination the fat content of meat 57 th Annual Meeting Of The European Association For Animal Production, Antalaya, Turkey, September 17-20, 2006 (N32.20) Comparison of methods for the determination the fat content of meat Seenger J 1.,

More information

PROBLEMS IN TRANSPORTATION* DALE L. ANDERSON ARS -USDA INTRODUCTION

PROBLEMS IN TRANSPORTATION* DALE L. ANDERSON ARS -USDA INTRODUCTION PROBLEMS IN TRANSPORTATION* DALE L. ANDERSON - ARS -USDA INTRODUCTION American a g r i c u l t u r a l producers have t r a d i t i o n a l l y marketed t h e i r l i v e s t o c k i n d i s t a n t p

More information

BURNETT CENTER INTERNET PROGRESS REPORT. No. 13 -December, 2001

BURNETT CENTER INTERNET PROGRESS REPORT. No. 13 -December, 2001 BURNETT CENTER INTERNET PROGRESS REPORT No. 13 -December, 2001 Use of individual feeding behavior patterns to classify beef steers into overall finishing performance and carcass characteristic categories

More information

CHAPTER 5: ALGEBRA CHAPTER 5 CONTENTS

CHAPTER 5: ALGEBRA CHAPTER 5 CONTENTS CHAPTER 5: ALGEBRA Image from www.coolmath.com CHAPTER 5 CONTENTS 5. Introduction to Algebra 5. Algebraic Properties 5. Distributive Property 5.4 Solving Equations Using the Addition Property of Equality

More information

Kansas City Area Teachers of Mathematics 2014 KCATM Math Competition NUMBER SENSE GRADE 7 NO CALCULATOR

Kansas City Area Teachers of Mathematics 2014 KCATM Math Competition NUMBER SENSE GRADE 7 NO CALCULATOR Kansas City Area Teachers of Mathematics 04 KCATM Math Competition NUMBER SENSE GRADE 7 NO CALCULATOR INSTRUCTIONS Do not open this booklet until instructed to do so. Time limit: 0 minutes You may NOT

More information

OF MATERIALS AND EQUIPMENT 1N A MEAT LABORATORY

OF MATERIALS AND EQUIPMENT 1N A MEAT LABORATORY 91. PROCEDURE FOLLOWED FOR M A I N T A I N I N G A COMPLETE INVENTORY OF MATERIALS AND EQUIPMENT 1N A MEAT LABORATORY Unless one i n t e r p r e t 6 the t i t l e o f t h i s paper t h e hard way, it sounds

More information

from Carbohydrate and p r o t e i n are uniform i n character was studied by these

from Carbohydrate and p r o t e i n are uniform i n character was studied by these THE INFLiYENCI O f THE K I N D AND Q U A N T I T Y OF F A T I N THE D I E T ON PORK CARCASS Q U A l l T Y 157 This subject is one which has received a t t e n t i o n a t various i n t e r vals over a

More information

Addition and Subtraction of real numbers (1.3 & 1.4)

Addition and Subtraction of real numbers (1.3 & 1.4) Math 051 lecture notes Professor Jason Samuels Addition and Subtraction of real numbers (1.3 & 1.4) ex) 3 + 5 = ex) 42 + 29 = ex) 12-4 = ex) 7-9 = ex) -3-4 = ex) 6 - (-2) = ex) -5 - (-3) = ex) 7 + (-2)

More information

SAMPLING LEVELS AND FREQUENCY

SAMPLING LEVELS AND FREQUENCY SAMPLING LEVELS AND FREQUENCY 1 The purpose of this document is to define the minimum number samples which must be taken in accordance with Council Directive 96/23/EC and Commission Decision 97/747/EC.

More information

Salmonella in Food 2014

Salmonella in Food 2014 Salmonella in Food 04 Table : Salmonella spp. in meat Food Type Sampling Site RTE Fresh Meat Broiler Processing NS 0 0 Catering NS 0 0 Unspecified Poultry (Including Turkey, Duck and Unspecified NS 0 0

More information

Lesson 27. The Good Shepherd. John 10:1-42

Lesson 27. The Good Shepherd. John 10:1-42 L i f e o f C h r i s t from the gospel of J o h n Lesson 27 The Good Shepherd John 10:1-42 Mission Arlington Mission Metroplex Curriculum 2010 Created for use with young, unchurched learners Adaptable

More information

Turn to Section 4 of your answer sheet to answer the questions in this section.

Turn to Section 4 of your answer sheet to answer the questions in this section. Math Test Calculator MINUTES, QUESTIONS Turn to Section of your answer sheet to answer the questions in this section. For questions -, solve each problem, choose the best answer from the choices provided,

More information

MATH 112 Final Exam Study Questions

MATH 112 Final Exam Study Questions MATH Final Eam Study Questions Spring 08 Note: Certain eam questions have been more challenging for students. Questions marked (***) are similar to those challenging eam questions.. A company produces

More information

Objectives for Linear Activity. Calculate average rate of change/slope Interpret intercepts and slope of linear function Linear regression

Objectives for Linear Activity. Calculate average rate of change/slope Interpret intercepts and slope of linear function Linear regression Objectives for Linear Activity Calculate average rate of change/slope Interpret intercepts and slope of linear function Linear regression 1 Average Rate of Change & Slope On a graph, average rate of change

More information

._-.._-_

._-.._-_ 283. EDUCA T l O N A L RESOURCE'S THROUGH MEAT D I S T R I B U T I O N CHANNELS BRUCE CHAPMAN N A T I O N A LA S S O C I A T ~ O N OF RETAIL GROCERS._........ CHICAGO, llllnols Thenk you, Frank. I consider

More information

There are a greater number of home freezers and combination freezer-refrigerators than in the past.

There are a greater number of home freezers and combination freezer-refrigerators than in the past. 58 The fairly recent survey sponsored by the USDA and National Livestock and Meat Board indicated that 78% of the consumers would reject buying meat already frozen, although, 87% of the consw7lers do freeze

More information

Purdue University Industry Report

Purdue University Industry Report Purdue University Industry Report SET-Yampa White River Economic Modeling Specialists, Int. www.economicmodeling.com Page 1/14 Region Info - SET-Yampa White River Three counties region of SET in Colorado.

More information

Changing from recording ultimate ph to drip loss when improving breeding programs for quality traits in pigs

Changing from recording ultimate ph to drip loss when improving breeding programs for quality traits in pigs Changing from recording ultimate ph to drip loss when improving breeding programs for quality traits in pigs EAAP 2008, Vilnius, Lithuania August 2008 Speaker: Dan Olsen, Norsvin Scientist: Eli Gjerlaug-Enger,

More information

May 28th, By Jack Scoville

May 28th, By Jack Scoville May 28th, 2017 By Jack Scoville Wheat: US markets were higher as more bad weather was reported in the Great Plains. It was cold there again last week, and rains were reported from Texas to Canada. More

More information

Chapter 1 Review Applied Calculus 31

Chapter 1 Review Applied Calculus 31 Chapter Review Applied Calculus Section : Linear Functions As you hop into a taxicab in Allentown, the meter will immediately read $.0; this is the drop charge made when the taximeter is activated. After

More information

A. & M. COLLEGE TEXAS. Raw weight per head l b s 5-10 l b s. 3-5 IbS.

A. & M. COLLEGE TEXAS. Raw weight per head l b s 5-10 l b s. 3-5 IbS. 94. I N E D I B L E PRODUCTS T H E I R E C O N O M l C I M P O R T d N C E AND SOME S O L U T l O N S TO T H E I R P R O F I T A B L E D I S P O S I T I O N R O Y 1. S R Y D E R TEXAS A. & M. COLLEGE The

More information

NIR prediction of pork tenderness. Steven Shackelford, Andy King, and Tommy Wheeler USDA-ARS U.S. Meat Animal Research Center Clay Center, NE

NIR prediction of pork tenderness. Steven Shackelford, Andy King, and Tommy Wheeler USDA-ARS U.S. Meat Animal Research Center Clay Center, NE NIR prediction of pork tenderness Steven Shackelford, Andy King, and Tommy Wheeler USDA-ARS U.S. Meat Animal Research Center Clay Center, NE 1. Slice shear force Background 2. Fresh (never frozen) vs Frozen

More information

A SURYEY OF THE GRADUATE C U R R l C U L A I N MEATS

A SURYEY OF THE GRADUATE C U R R l C U L A I N MEATS . A SURYEY OF THE GRADUATE C U R R l C U L A I N MEATS It is believed that the suggestion leading t o t h i s assignment was r e a l l y an outgrowth of an informal g x u p discussion following t h e able

More information

Park Forest Math Team. Meet #4. Algebra. Self-study Packet

Park Forest Math Team. Meet #4. Algebra. Self-study Packet Park Forest Math Team Meet #4 Self-study Packet Problem Categories for this Meet: 1. Mystery: Problem solving 2. Geometry: Angle measures in plane figures including supplements and complements 3. Number

More information