Heritability Estimates for Conformation Traits Gladys Huapaya and Gerrit Kistemaker Canadian Dairy Network
|
|
- Emerald Dean
- 6 years ago
- Views:
Transcription
1 Heritability Estimates for Conformation s Gladys Huapaya and Gerrit Kistemaker Canadian Dairy Network Introduction The classification system used in Canada has received a major revision in 2005; however, the heritabilities that are used in routine genetic evaluations were estimated in May 2006 using classification records recorded prior to this change. At the moment more than 5 years of data from the current system is available which is enough data to estimate the heritability. The routine genetic evaluation for type traits uses a two trait model where data prior to the change in August 2005 is used as one trait and data after August 2005 is assumed to be a different but highly correlated trait. The objective of this study was to estimate the heritabilities and correlations for the current Classification System using Ayrshire and Jersey data and to present the estimated heritabilities for all breeds. The second objective was to show the impact of using estimated heritabilities (as recommended by the DCBGC in March 2011) in the calculation of bull proofs and cow indexes. Data and Methods Holstein data and pedigrees files from the December 2010 proof run were used in this research. Ayrshire and Jersey data and pedigrees files were more recent and were from the official April 2011 proof run. Classification records for animals calving at less than 21 months of age or over 42 months were removed, and only first classification records from 1999 and later were used. Records from herds with at least 35 classified records in at least 7 rounds for both the old and the current system were selected. After data edits 646,780 records from the old classification system (rounds 61 to 71) and 618,030 records from the current classification system (rounds 72 to 80) were available for 29 linear and 7 measured traits in the Holstein breed. Twenty independent data samples were created by randomly selecting herds until each data sample contained approximately 40,000 classifications records. On average 51% of the records were from the old classification system and the remaining 49% of the records were from the current classification system. More extensive results were presented at the previous meeting. For Ayrshire, after editing 36,778 records were available for the 29 linear traits (52% from old and 48% from the current classification system). For Jersey, 19,748 records were available for the 29 linear traits (49.6 % from old and 50.4 %
2 from the current classification system). For each of these breeds this data set was used in a single analysis to estimate heritabilities for each trait. For each data set the parameters were estimated using the Variance Components Estimation (VCE) software package. For each trait the following model was used: Y=Age*Stage*Time + Herd*Round*Classifier + Animal +e This model is very similar to the model used in the current genetic evaluation system for type. Each trait was analyzed separately and data from the old and current classification system were treated as genetically correlated traits. Some of the traits were added in 2005 (Ayrshire and Jersey) and as a result these traits had no data in the old system, to be able to get proofs for all bulls a related trait was used as the old data and this is indicated in the result tables. Results and Discussion Estimated heritabilities for Holstein, averaged across 20 samples, are shown in Table 1. This table also includes the heritability values that are currently used in the routine genetic evaluations ( Official ) which were estimated using data from the old classification system in May The estimated heritability for the traits using the old data were similar to the heritabilities that are in use (estimated using similar data in May 2006). Comparison of the heritability estimates from the old and the current system shows that for the majority of the traits the heritabilities using records from the current classification system were lower than estimates using data from the old classification system. For 13 traits the differences were significant at the 1% level and an additional 9 trait were significantly different at the 5% level, in all these case the heritability was lower when using records from the current system. Comparing heritability estimates for the current classification system (estimated using the two trait model) to those used in official routine genetic evaluations shows (Table 1 and Figure 1) that most heritabilities would go down if these new estimates are implemented. The median genetic correlations between the two systems ranged from 0.89 to 0.99 depending on the trait. For most traits the range of estimates (since there were 20 replicates) included 1 indicating that it is possible that the actual correlation is 1. The two exceptions were Conformation (the maximum was 0.99) and Rear leg rear view (maximum was 0.98) indicating that for these traits the correlation is less than 1.
3 Estimated heritabilities for Ayrshire and Jersey are shown in Table 2 and 3. These tables also includes the heritability values that are currently used in the routine genetic evaluations ( Official ) which were estimated using data from the old classification system in May Heritabilities used for the others breeds (Table 4, Brown Swiss, Guernsey, Canadienne and Milking Shorthorn) were calculated as the average of the estimated heritabilities for Ayrshire and Jersey. Table 4 also shows the heritability values that are currently used in the routine genetic evaluations ( Official ) which were estimated using data from the old classification system in May The estimated heritabilities in Ayrshire and Jersey follow the same tendency as in Holstein. Estimates using the old data were similar to the heritabilities that are currently used (estimated using similar data in May 2006). For the majority of the traits the heritabilities using records from the current classification system were lower than estimates using data from the old classification system. One of the biggest changes was observed for Pin Setting in Ayrshire, heritability estimates using the old data were around 0.20 while estimates from the current data were 0.02 which is much more in line with the other breeds. The genetic correlations between the two systems ranged from 0.55 to 1.00 for Ayrshire and from 0.63 to 1.00 for Jersey when the same trait was available in the old and current systems. When a different trait was substituted the estimated correlation tended to be lower, especially for Teat Length. The impact of applying the heritabilities estimated using the current data (shown in bold in Tables 1 to 4) without changing the correlation between traits (as recommended by the DCGBC in March 2011) is shown in tables 5 and 6. Changes in bull proofs (Tables 5a to 5g) and cow indexes (Table 6a to 6g) are fairly small for most traits. Some traits have larger changes in proofs and indexes due to a larger change in the heritability. The largest change is observed in Ayrshire due to a drop in the heritability from 0.20 to Conclusion and Recommendation Estimated heritabilities using data from the old system are comparable to previous estimates but estimates for the current system are lower. Based on the DCGBC recommendation in March 2011 proofs using estimated heritabilities from the current system were submitted to the September Interbull test run. It is recommended to implement these heritabilities in the December 2011 official proof run.
4
5 Table 1. Heritabilities and correlations currently used in Official Genetic Evaluations and estimates using December 2010 data from Old and Current System for the Holstein Breed. TRAIT Official Estimated Heritability Correlation Heritability Old Heritability Current Correlation Conformation ** 0.93 (max.99) Dairy Strength ** 0.96 Rump Feet and Legs * 0.89 Mammary System Stature 0.53 M M 0.45 ** 0.98 Front End * 0.97 Chest Width ** 0.96 Body Depth * 0.97 Loin Strength ** 0.98 Pin Width 0.34 M M 0.31 ** 0.98 Pin Setting ** 0.99 Rump Angle 0.37 M M 0.39 * 0.98 Bone Quality ** 0.98 Foot Angle * 0.98 Heel Depth Set of Rear Legs ** 0.91 Rear Legs Side View * 0.96 Rear Legs Rear View (max.98) Udder Depth 0.41 M M Udder Texture ** 0.92 Median Suspensory * 0.96 Fore Attachment ** 0.98 Fore Teat Placement * 0.99 Teat Length 0.29 M Rear Attachment Height 0.23 M M Rear Attachment Width 0.20 M M Rear Teat Placement Angularity ** 0.97 M Calculated using measurement data. Old and Current heritabilities are: * significant different at 5% level and ** highly different at 1% level.
6 Table 2. Heritabilities and correlations currently used in Official Genetic Evaluations and estimates using April 2011 data from Old and Current System for the Ayrshire Breed. TRAIT Official Estimated Heritability Heritability Correlation Heritability Heritability Correlation Ayrshire Holstein Old Current Conformation Dairy Strength (DS) Rump Feet and Legs (FL) Mammary System Stature Front End DS Chest Width Body Depth DS Loin Strength Pin Width Pin Setting Rump Angle Bone Quality Foot Angle (FAN) Heel Depth FAN Set of Rear Legs Rear Legs Side View Rear Legs Rear View FL Udder Depth Udder Texture Median Suspensory Fore Attachment Fore Teat Placement Teat Length DS Rear Attachment Height Rear Attachment Width Rear Teat Placement Angularity DS
7 Table 3. Heritabilities and correlations currently used in Official Genetic Evaluations and estimates using April 2011 data from Old and Current System for the Jersey Breed. TRAIT Official Estimated Heritability Heritability Correlation Heritability Heritability Correlation Jersey Holstein Old Current Conformation Dairy Strength (DS) Rump Feet and Legs (FL) Mammary System Stature Front End DS Chest Width Body Depth DS Loin Strength Pin Width Pin Setting Rump Angle Bone Quality Foot Angle (FAN) Heel Depth FAN Set of Rear Legs Rear Legs Side View Rear Legs Rear View FL Udder Depth Udder Texture Median Suspensory Fore Attachment Fore Teat Placement Teat Length 0.29 M 0.50 DS Rear Attachment Height Rear Attachment Width Rear Teat Placement Angularity DS
8 Table 4. Heritabilities and correlations currently used in Official Genetic Evaluations and estimates using April 2011 data from Old and Current System for the Brown Swiss, Guernsey, Canadienne and Milking Shorthorn. TRAIT Official Estimated Heritability Heritability Correlation Heritability CB Holstein Current Conformation Dairy Strength (DS) Rump Feet and Legs (FL) Mammary System Stature Front End Chest Width Body Depth Loin Strength Pin Width Pin Setting Rump Angle Bone Quality Foot Angle (FAN) Heel Depth Set of Rear Legs Rear Legs Side View Rear Legs Rear View Udder Depth Udder Texture Median Suspensory Fore Attachment Fore Teat Placement Teat Length Rear Attachment Height Rear Attachment Width Rear Teat Placement Angularity
9 Table 5a. Change in Holstein bull proofs when using the new heritabilities. Change in Proof < Conformation Dairy Strength Rump Feet & Legs Mammary System Stature (meas) Height at Front End Chest Width Body Depth Loin Strength Pin Width (meas) Pin Setting Rump Angle (meas) Bone Quality Foot Angle Heel Depth Set of Rear Legs Rear Leg Side View Rear Leg Rear View Udder Depth (meas) Udder Texture Median Suspensory Fore Attachment Fore Teat Placement Teat Length (meas) Rear Attachment Height(meas) Rear Attachment Width (meas) Rear Teat Placement Angularity
10 Table 5b. Change in Ayrshire bull proofs when using the new heritabilities. Change in Proof < Conformation Dairy Strength Rump Feet & Legs Mammary System Stature (meas) Height at Front End Chest Width Body Depth Loin Strength Pin Width (meas) Pin Setting Rump Angle (meas) Bone Quality Foot Angle Heel Depth Set of Rear Legs Rear Leg Side View Rear Leg Rear View Udder Depth (meas) Udder Texture Median Suspensory Fore Attachment Fore Teat Placement Teat Length (meas) Rear Attachment Height(meas) Rear Attachment Width (meas) Rear Teat Placement Angularity
11 Table 5c. Change in Jersey bull proofs when using the new heritabilities. Change in Proof < Conformation Dairy Strength Rump Feet & Legs Mammary System Stature (meas) Height at Front End Chest Width Body Depth Loin Strength Pin Width (meas) Pin Setting Rump Angle (meas) Bone Quality Foot Angle Heel Depth Set of Rear Legs Rear Leg Side View Rear Leg Rear View Udder Depth (meas) Udder Texture Median Suspensory Fore Attachment Fore Teat Placement Teat Length (meas) Rear Attachment Height(meas) Rear Attachment Width (meas) Rear Teat Placement Angularity
12 Table 5d. Change in Brown Swiss bull proofs when using the new heritabilities. Change in Proof < Conformation Dairy Strength Rump Feet & Legs Mammary System Stature (meas) Height at Front End Chest Width Body Depth Loin Strength Pin Width (meas) Pin Setting Rump Angle (meas) 226 Bone Quality Foot Angle Heel Depth Set of Rear Legs Rear Leg Side View Rear Leg Rear View 226 Udder Depth (meas) Udder Texture 226 Median Suspensory Fore Attachment Fore Teat Placement Teat Length (meas) Rear Attachment Height(meas) Rear Attachment Width (meas) 226 Rear Teat Placement Angularity
13 Table 5e. Change in Guernsey bull proofs when using the new heritabilities. Change in Proof < Conformation Dairy Strength Rump Feet & Legs Mammary System Stature (meas) Height at Front End Chest Width Body Depth Loin Strength Pin Width (meas) Pin Setting Rump Angle (meas) 153 Bone Quality Foot Angle Heel Depth Set of Rear Legs Rear Leg Side View Rear Leg Rear View 153 Udder Depth (meas) Udder Texture 153 Median Suspensory Fore Attachment Fore Teat Placement Teat Length (meas) Rear Attachment Height(meas) Rear Attachment Width (meas) 153 Rear Teat Placement Angularity
14 Table 5f. Change in Canadienne bull proofs when using the new heritabilities. Change in Proof < Conformation Dairy Strength Rump Feet & Legs Mammary System Stature (meas) Height at Front End Chest Width Body Depth Loin Strength Pin Width (meas) Pin Setting Rump Angle (meas) 44 Bone Quality Foot Angle Heel Depth Set of Rear Legs Rear Leg Side View 2 42 Rear Leg Rear View 44 Udder Depth (meas) Udder Texture 44 Median Suspensory Fore Attachment 42 2 Fore Teat Placement Teat Length (meas) Rear Attachment Height(meas) Rear Attachment Width (meas) 44 Rear Teat Placement 44 Angularity
15 Table 5g. Change in Milking Shorthorn bull proofs when using the new heritabilities. Change in Proof < Conformation Dairy Strength Rump Feet & Legs Mammary System Stature (meas) Height at Front End Chest Width Body Depth Loin Strength Pin Width (meas) 37 3 Pin Setting Rump Angle (meas) 5 35 Bone Quality 36 4 Foot Angle Heel Depth 33 7 Set of Rear Legs Rear Leg Side View Rear Leg Rear View 37 3 Udder Depth (meas) 6 34 Udder Texture Median Suspensory 35 5 Fore Attachment Fore Teat Placement 36 4 Teat Length (meas) 31 9 Rear Attachment Height(meas) Rear Attachment Width (meas) 33 7 Rear Teat Placement 37 3 Angularity
16 Table 6a. Change in Holstein cow indexes when using the new heritabilities. Change in Index < Conformation Dairy Strength Rump Feet & Legs Mammary System Stature (meas) Height at Front End Chest Width Body Depth Loin Strength Pin Width (meas) Pin Setting Rump Angle (meas) Bone Quality Foot Angle Heel Depth Set of Rear Legs Rear Leg Side View Rear Leg Rear View Udder Depth (meas) Udder Texture Median Suspensory Fore Attachment Fore Teat Placement Teat Length (meas) Rear Attachment Height(meas) Rear Attachment Width (meas) Rear Teat Placement Angularity
17 Table 6b. Change in Ayrshire cow indexes when using the new heritabilities. Change in Index < Conformation Dairy Strength Rump Feet & Legs Mammary System Stature (meas) Height at Front End Chest Width Body Depth Loin Strength Pin Width (meas) Pin Setting Rump Angle (meas) Bone Quality Foot Angle Heel Depth Set of Rear Legs Rear Leg Side View Rear Leg Rear View Udder Depth (meas) Udder Texture Median Suspensory Fore Attachment Fore Teat Placement Teat Length (meas) Rear Attachment Height(meas) Rear Attachment Width (meas) Rear Teat Placement Angularity
18 Table 6c. Change in Jersey cow indexes when using the new heritabilities. Change in Index < Conformation Dairy Strength Rump Feet & Legs Mammary System Stature (meas) Height at Front End Chest Width Body Depth Loin Strength Pin Width (meas) Pin Setting Rump Angle (meas) Bone Quality Foot Angle Heel Depth Set of Rear Legs Rear Leg Side View Rear Leg Rear View Udder Depth (meas) Udder Texture Median Suspensory Fore Attachment Fore Teat Placement Teat Length (meas) Rear Attachment Height(meas) Rear Attachment Width (meas) Rear Teat Placement Angularity
19 Table 6d. Change in Brown Swiss cow indexes when using the new heritabilities. Change in Index < Conformation Dairy Strength Rump Feet & Legs Mammary System Stature (meas) Height at Front End Chest Width Body Depth Loin Strength Pin Width (meas) Pin Setting Rump Angle (meas) Bone Quality Foot Angle Heel Depth Set of Rear Legs Rear Leg Side View Rear Leg Rear View Udder Depth (meas) Udder Texture Median Suspensory Fore Attachment Fore Teat Placement Teat Length (meas) Rear Attachment Height(meas) Rear Attachment Width (meas) Rear Teat Placement Angularity
20 Table 6e. Change in Guernsey cow indexes when using the new heritabilities. Change in Index < Conformation Dairy Strength Rump Feet & Legs Mammary System Stature (meas) Height at Front End Chest Width Body Depth Loin Strength Pin Width (meas) Pin Setting Rump Angle (meas) Bone Quality Foot Angle Heel Depth Set of Rear Legs Rear Leg Side View Rear Leg Rear View Udder Depth (meas) Udder Texture Median Suspensory Fore Attachment Fore Teat Placement Teat Length (meas) Rear Attachment Height(meas) Rear Attachment Width (meas) Rear Teat Placement Angularity
21 Table 6f. Change in Canadienne cow indexes when using the new heritabilities. Change in Index < Conformation Dairy Strength Rump Feet & Legs Mammary System Stature (meas) Height at Front End Chest Width Body Depth Loin Strength Pin Width (meas) Pin Setting Rump Angle (meas) 3651 Bone Quality Foot Angle Heel Depth Set of Rear Legs Rear Leg Side View Rear Leg Rear View 3651 Udder Depth (meas) Udder Texture 3651 Median Suspensory Fore Attachment Fore Teat Placement Teat Length (meas) Rear Attachment Height(meas) Rear Attachment Width (meas) 3651 Rear Teat Placement Angularity
22 Table 6g. Change in Milking cow indexes when using the new heritabilities. Change in Index < Conformation Dairy Strength Rump Feet & Legs Mammary System Stature (meas) Height at Front End Chest Width Body Depth Loin Strength Pin Width (meas) Pin Setting Rump Angle (meas) Bone Quality Foot Angle Heel Depth Set of Rear Legs Rear Leg Side View Rear Leg Rear View Udder Depth (meas) Udder Texture Median Suspensory Fore Attachment Fore Teat Placement Teat Length (meas) Rear Attachment Height(meas) Rear Attachment Width (meas) Rear Teat Placement Angularity
Pedigree updates and phenotypic data improvement
Introduction ------ The latest international evaluation for dairy production traits took place as scheduled at the Interbull Centre. Data from thirty-four (34) countries were included in this evaluation.
More informationDairy Cattle Career Development Event
Dairy Cattle Career Development Event Revised 1/12/2017 PURPOSE To provide a competitive event for agricultural education students, emphasizing skills in dairy cattle selection and dairy herd management.
More informationMRY DECEMBER 2017 ALL SALES INQUIRIES: FREEPHONE BETTER COWS BETTER LIFE CRVAVONCROFT.COM
MRY DECEMBER 2017 ALL SALES INQUIRIES: FREEPHONE 0800 7831880 BETTER COWS BETTER LIFE CRVAVONCROFT.COM MRY THE RED AND WHITE DUAL PURPOSE BREED Five MRIJ cows at dairy farm the Vinkenhof MRY is a modern
More informationMRY AUGUST 2018 ALL SALES INQUIRIES: FREEPHONE BETTER COWS BETTER LIFE CRVAVONCROFT.COM
MRY AUGUST 2018 ALL SALES INQUIRIES: FREEPHONE 0800 7831880 BETTER COWS BETTER LIFE CRVAVONCROFT.COM MRY THE RED AND WHITE DUAL PURPOSE BREED Five MRIJ cows at dairy farm the Vinkenhof MRY is a modern
More informationMRY THE RED AND WHITE DUAL PURPOSE BREED
MRY THE RED AND WHITE DUAL PURPOSE BREED Five MRIJ cows at dairy farm the Vinkenhof MRY is a modern dual purpose breed that produces a high protein content in milk, great longevity, excellent body condition,
More informationAccuracy of imputed 50k genotypes from 3k and 6k chips using FImpute version 2
Accuracy of imputed 50k genotypes from 3k and 6k chips using FImpute version 2 Sargolzaei, M. 12, Schenkel, F. 2 and Chesnais, J. 1 1 L'Alliance Boviteq, Saint-Hyacinthe, QC, Canada 2 University of Guelph,
More informationBreed Averages, Percentiles and Genetic Trends as of the week of August 21 st are shown below.
BOLT Evaluation The CGA has successfully moved their genetic evaluation to the BOLT system through IGS. BOLT represent the largest single step evaluation and includes over 17 million animals in the evaluation.
More informationSomatic Cell Count Benchmarks
Table of Contents Introduction... 3 Methods... 3 Mastitis and Somatic Cell Counts... 3 Methods of Evaluating Somatic Cell Counts... 4 Table 1: Relationship between SCC Scores and Somatic Cell Counts...
More informationHerd Health Improvement Manual. Sire Directory
Herd Health Improvement Manual Sire Directory 2018 Viking sires Everything You Need We have in total 16 New Sires for our 2018 Catalogue, 8 Viking Red Sires, 6 Viking Holstein Sires and 2 Viking Jersey
More informationJersey Stud Book Spring/Summer 2016
Jersey Stud Book Spring/Summer 2016 www.cogentuk.com 2 Welcome to the Jersey Stud Book In a fast moving and highly pressured world, we appreciate that many choices are necessary to deliver the best performance
More informationNAME Bull number (ID) Born:
SLOVENIAN 2013 BROWN BULLS NAME Bull number (ID) Born: 23.10.2003 FATHER MOTHER Max lactation Milk kg fat kg, % protein kg, % FATHER S FATHER Pedigree FATHER S MOTHER MOTHER S FATHER MOTHER S MOTHER GRANDMOTHER
More informationA new Marker-Assisted BLUP genomic evaluation for French dairy breeds
A new Marker-Assisted BLUP genomic evaluation for French dairy breeds Pascal Croiseau, Aurélia Baur, David Jonas, Chris Hoze, Julie Promp, Didier Boichard, Sébastien Fritz, Vincent Ducrocq * Genomic evaluation
More informationDear Breeders, Partners and Brown Swiss Enthusiasts around the world,
Dear Breeders, Partners and Brown Swiss Enthusiasts around the world, we are glad to present you our new catalogue of the best German Brown Swiss sires with their proofs from the latest Interbull run in
More information72 HOLSTEIN FRIESIANS
* Crabtree Farm * Ipstones * Stoke on Trent * Sale of 72 HOLSTEIN FRIESIANS & CROSS BREDS Together with a Pedigree Hereford Stock Bull The Property of M C, K G & R G Burton FOR SALE BY AUCTION (Under Farm
More informationBROWN SWISS WINTER 2017 FREEPHONE
BROWN SWISS WINTER 2017 FREEPHONE 0800 7831880 VASSLI BB 1156 Daughters in 471 Herds 132 128 97 97% Rel 95% Rel 96% Rel +1227 +55 +0,04 +32-0,14 295 70% Rel 102 97 115 102 Vassli 93% Rel 92% Rel VASIR
More informationRobust alternatives to best linear unbiased prediction of complex traits
Robust alternatives to best linear unbiased prediction of complex traits WHY BEST LINEAR UNBIASED PREDICTION EASY TO EXPLAIN FLEXIBLE AMENDABLE WELL UNDERSTOOD FEASIBLE UNPRETENTIOUS NORMALITY IS IMPLICIT
More informationQuarterly Hogs and Pigs
Quarterly Hogs and Pigs ISSN: 19-11 Released September 26, 2014, by the National Agricultural Statistics Service (NASS), Agricultural Statistics Board, United s Department of Agriculture (USDA). United
More informationQuarterly Hogs and Pigs
Quarterly Hogs and Pigs ISSN: 949-92 Released September 27, 208, by the National Agricultural Statistics Service (NASS), Agricultural Statistics Board, United s Department of Agriculture (USDA). United
More informationA new Marker-Assisted BLUP genomic evaluation for French dairy breeds
A new Marker-Assisted BLUP genomic evaluation for French dairy breeds Pascal Croiseau, Aurélia Baur, David Jonas, Chris Hoze, Julie Promp, Didier Boichard, Sébastien Fritz, Vincent Ducrocq * Genomic evaluation
More informationREMOTE SENSING DEVICE HIGH EMITTER IDENTIFICATION WITH CONFIRMATORY ROADSIDE INSPECTION
Final Report 2001-06 August 30, 2001 REMOTE SENSING DEVICE HIGH EMITTER IDENTIFICATION WITH CONFIRMATORY ROADSIDE INSPECTION Bureau of Automotive Repair Engineering and Research Branch INTRODUCTION Several
More informationQuarterly Hogs and Pigs
Washington, D.C. Quarterly Hogs and Pigs Released March 26, 2010, by the National Agricultural Statistics Service (NASS),, U.S. Department of Agriculture. For information on call Nick Streff at 202-720-3,
More informationThe World s Local Genetics. The World s Local Genetics. New photo to go here
The World s Local Genetics The World s Local Genetics New photo to go here Sire Catalogue August 2017 Delivering the World s Local Genetics... Welcome to the Total Livestock Genetics Spring 2017 Catalogue.
More informationTHE EFFECT OF GESTATION ON MILK AND BUTTEKFAT PRODUCTION IN DAIRY CATTLE DISSERTATION
THE EFFECT OF GESTATION ON MILK AND BUTTEKFAT PRODUCTION IN DAIRY CATTLE DISSERTATION Presented in Partial Fulfillment of the Requirements for the Degree Doctor of Philosophy in the Graduate School of
More informationThe World s Local Genetics
The World s Local Genetics Sire Catalogue August 2018 Welcome to the Total Livestock Genetics Spring 2018 Catalogue The core principles behind the diversity of Total Livestock Genetics operation is based
More information39 FRIESIANS & CROSS BREDS
On Behalf of R & J Hill, Firs Farm, Stockton, Rugby, Warwickshire 39 FRIESIANS & CROSS BREDS TUESDAY 28 TH AUGUST 2018 Within Leek Dairy Section (Following the Commercial Entry) For Further Details Contact
More informationELASTAR daughter SUMMER
ELASTAR daughter SUMMER 2016 Montbéliarde #1 French Dairy breed in progress with 439 609 recorded cows Milk Production Productive life Reproduction Profitability GINASTERA family UDDER Healthy well-attached
More informationPEI ,686 9, Nova Scotia ,678 14, New Brunswick ,134 12,
N A T I O N A L Province Recorded Herds Recorded Cows Average Herd Size % of Herds > 50 Cows 151 142 9,686 9,772 64 69 59 63 Nova Scotia 182 173 13,678 14,160 75 82 64 72 New Brunswick 177 170 12,134 12,214
More informationA REPORT ON THE STATISTICAL CHARACTERISTICS of the Highlands Ability Battery CD
A REPORT ON THE STATISTICAL CHARACTERISTICS of the Highlands Ability Battery CD Prepared by F. Jay Breyer Jonathan Katz Michael Duran November 21, 2002 TABLE OF CONTENTS Introduction... 1 Data Determination
More informationQuarterly Hogs and Pigs
Quarterly Hogs and Pigs ISSN: 19-1921 Released December 28, 2012, by the National Agricultural Statistics Service (NASS), Agricultural Statistics Board, United s Department of Agriculture (USDA). United
More information25 TH APRIL 17 WHITLAND COLLECTIVE DAIRY SALE PEDIGREE AND COMMERCIAL DAIRY CATTLE FRESHLY CALVED COWS AND HEIFERS DAIRY DRY AND YOUNGSTOCK
PEDIGREE AND COMMERCIAL DAIRY CATTLE FRESHLY CALVED COWS AND HEIFERS DAIRY DRY AND YOUNGSTOCK STOCKBULLS OF ALL BREEDS 25 TH APRIL 17 11.15AM WHITLAND COLLECTIVE DAIRY SALE YOUR DAIRY AUCTIONEER HUW EVANS
More informationSummary Statistics. Closed Sales. Paid in Cash. Median Sale Price. Average Sale Price. Dollar Volume. Median Percent of Original List Price Received
ly Market Detail - May 218 Summary Statistics May 218 May 217 Paid in Cash 1,667 1,647 1.2% 888 943-5.8% $168, $159, 5.7% Average Sale Price Dollar Volume $231,288 $21,944 9.6% $385.6 Million $347.4 Million
More informationMonthly Market Detail - June 2018 Single Family Homes Miami-Dade County
ly Market Detail - June 218 Summary Statistics June 218 June 217 Paid in Cash 1,335 1,346 -.8% 286 33-5.6% $355, $335, 6.% Average Sale Price Dollar Volume $598,494 $57,82 18.% $799. Million $682.5 Million
More informationMonthly Market Detail - June 2018 Townhouses and Condos Miami-Dade County
ly Market Detail - June 218 Summary Statistics June 218 June 217 Paid in Cash 1,257 1,323-5.% 657 682-3.7% $24, $235, 2.1% Average Sale Price Dollar Volume $439,546 $384,319 14.4% $552.5 Million $58.5
More informationJERSEY GENETIC SUMMARY
VOLUME 20 NUMBER 1 APRIL 2015 AMERICAN JERSEY CATTLE ASSOCIATION JERSEY GENETIC SUMMARY USJersey Jersey Expansion Program Restructured, Genetic Recovery Enhanced By More Information At its March, 2015
More informationRED BREEDS FLECKVIEH, MRY, RED HOLSTEIN SIRE DIRECTORY SPRING 2018 BETTER COWS BETTER LIFE
RED BREEDS FLECKVIEH, MRY, RED HOLSTEIN SIRE DIRECTORY SPRING 2018 BETTER COWS BETTER LIFE INDEX NAME NAAB CODE PAGE # DIRK 097MI40185 7 EPINAL 097FL59010 12 HAKON 097FL80794 14 HARIBO 097FL59030 14 HARM
More informationFebruary 10, The Honorable Kimberly D. Bose Secretary Federal Energy Regulatory Commission 888 First Street, NE Washington, DC 20426
California Independent System Operator Corporation February 10, 2016 The Honorable Kimberly D. Bose Secretary Federal Energy Regulatory Commission 888 First Street, NE Washington, DC 20426 Re: California
More informationA, B, C Permit Truck Classification Calculator
A, B, C Permit Truck Classification Calculator For bridge overweight permitting purposes, the A, B, C Permit Truck Classification calculator is a tool developed to determine the weight classification of
More informationŽgur, S., Čepon, M. Poljoprivreda/Agriculture. ISSN: (Online) ISSN: (Print)
The effect of transition from EUROP -point scale to -point scale beef carcass classification on carcass distribution of young slaughtered bulls in Slovenia Žgur, S., Čepon, M. Poljoprivreda/Agriculture
More informationInventory Levels - All Prices. Inventory Levels - By Price Range
Inventory Levels - All Prices Idaho Falls Bonneville Total 7-Apr-17 154 111 265 6-Apr-18 113 91 204-23% Inventory Levels - By Price Range 7-Apr-17 6-Apr-18 0-100,000 36 10 100,001-125,000 13 9 125,001-150,000
More informationSFI SPECIFICATION 6.1 EFFECTIVE: FEBRUARY 26, 2014 *
SFI SPECIFICATION 6.1 EFFECTIVE: FEBRUARY 26, 2014 * PRODUCT: Containment Bellhousing for SFI 1.1 & 1.2 Clutch Assemblies for limited normally aspirated applications, and forced induction applications
More informationInventory Levels - All Prices. Inventory Levels - By Price Range
Inventory Levels - All Prices Idaho Falls Bonneville Total 3-Mar-17 152 108 260 2-Mar-18 109 78 187-28% Inventory Levels - By Price Range 3-Mar-17 2-Mar-18 0-100,000 41 6 100,001-125,000 19 8 125,001-150,000
More informationTable Main breeds - Cows in herdbook
fat 2003 Australia Australian 488 321 7 385 7 385 4.14 3.51 Reds 2003 Australia Ayrshire 1 302 320 5 529 5 529 4.21 3.42 2004 Australia Ayrshire 979 316 5 626 5 626 4.20 3.39 2003 Australia Brown Swiss
More informationSFI SPECIFICATION 15.4 EFFECTIVE: JULY 20, 2010 * PRODUCT: Top Fuel and Funny Car Drag Race Drive Beadlock Wheels
SFI SPECIFICATION 15.4 EFFECTIVE: JULY 20, 2010 * PRODUCT: Top Fuel and Funny Car Drag Race Drive Beadlock Wheels 1.0 GENERAL INFORMATION 1.1 This SFI Specification establishes uniform test procedures
More informationSHORT PAPER PCB OBLIQUE COLLISIONS ENGINEERING EQUATIONS, INPUT DATA AND MARC 1 APPLICATIONS. Dennis F. Andrews, Franco Gamero, Rudy Limpert
SHORT PAPER PCB 8-2006 OBLIQUE COLLISIONS ENGINEERING EQUATIONS, INPUT DATA AND MARC 1 APPLICATIONS By: Dennis F. Andrews, Franco Gamero, Rudy Limpert PC-BRAKE, INC. 2006 www.pcbrakeinc.com 1 PURPOSE OF
More informationWho has trouble reporting prior day events?
Vol. 10, Issue 1, 2017 Who has trouble reporting prior day events? Tim Triplett 1, Rob Santos 2, Brian Tefft 3 Survey Practice 10.29115/SP-2017-0003 Jan 01, 2017 Tags: missing data, recall data, measurement
More informationJERSEY GENETIC SUMMARY
VOLUME 21 NUMBER 3 DECEMBER 2016 FEMALES AMERICAN JERSEY CATTLE ASSOCIATION JERSEY GENETIC SUMMARY USJersey CDCB Report: Longevity Advantage Is Maintained As Breed Grows In 2006, scientists based at the
More informationRiverview Farm. Milking Herd & Bred Heifer Dispersal. 10:00 AM Friday, November 9, 2018 MT. Joy, PA
Riverview Farm Milking Herd & Bred Heifer Dispersal 10:00 AM Friday, November 9, 2018 MT. Joy, PA Riverview Farm Milking Herd & Bred Heifer Dispersal Friday, November 9, 2018 10:00 A.M. 400 Head Sell 2075
More informationU.S. Census Bureau News Joint Release U.S. Department of Housing and Urban Development
Raemeka Mayo or Stephen Cooper Economic Indicators Division (301) 763-5160 FOR IMMEDIATE RELEASE TUESDAY, MAY 17, 2016 AT 8:30 A.M. EDT NEW RESIDENTIAL CONSTRUCTION IN APRIL 2016 The U.S. Census Bureau
More informationS T A N D A R D. ASAE S FEB04 Front and Rear Power Take-Off for Agricultural Tractors
ASAE S203.14 FEB04 Front and Rear Power Take-Off for Agricultural Tractors S T A N D A R D ASABE is a professional and technical organization, of members worldwide, who are dedicated to advancement of
More informationInventory Levels - All Prices. Inventory Levels - By Price Range
Inventory Levels - All Prices Idaho Falls Bonneville Total 3-Nov-17 198 128 326 2-Nov-18 155 134 289-11% Inventory Levels - By Price Range 3-Nov-17 2-Nov-18 0-100,000 17 11 100,001-125,000 15 9 125,001-150,000
More informationAccess Management Standards
Access Management Standards This section replaces Access Control Standards on Page number 300-4 of the Engineering Standards passed February 11, 2002 and is an abridged version of the Access Management
More informationWET GRIP TEST METHOD IMPROVEMENT for Passenger Car Tyres (C1) GRBP 68 th session
Transmitted by the expert from ETRTO Informal document GRB-68-15 (68 th GRB, 12-14 September 2018, agenda item 6) WET GRIP TEST METHOD IMPROVEMENT for Passenger Car Tyres (C1) Overview of Tyre Industry
More information155 WEANLINGS CATALOGUE SALE TUESDAY 22 ND JANUARY 2019 SHREWSBURY AUCTION CENTRE 16 COWS & CALVES, 6 INCAVLERS, 2 STOCK BULLS & 7 YOUNG BULLS
SHREWSBURY AUCTION CENTRE TUESDAY 22 ND JANUARY 2019 CATALOGUE SALE OF 155 WEANLINGS To Include 16 COWS & CALVES, 6 INCAVLERS, 2 STOCK BULLS & 7 YOUNG BULLS SALE COMMENCES AT 12.30PM Shrewsbury Auction
More informationMilking variables in relation to teats preparation and unit attachment delay in cows
preparation and unit attachment delay in cows H. Turki & S. Winnicki Veterinarian Department Agricultural University of Poznan, 60-625 Poznan, 52 Wojska Polskiego street E-mail: h_turki@hotmail.com Milking
More informationMONTHLY NEW RESIDENTIAL CONSTRUCTION, NOVEMBER 2017
FOR RELEASE AT 8:30 AM EST, TUESDAY, DECEMBER 19, MONTHLY NEW RESIDENTIAL CONSTRUCTION, NOVEMBER Release Number: CB17-206 December 19, - The U.S. Census Bureau and the U.S. Department of Housing and Urban
More informationSALE OF 57 COWS & HEIFERS IN MILK
LAKELAND LIVESTOCK CENTRE COCKERMOUTH, CUMBRIA CA13 0QQ Tel. 01900 822016 www.mitchellslivestock.co.uk SALE OF 57 COWS & HEIFERS IN MILK On behalf of E & EM Pattinson & Son, West End Farm, Eaglesfield.
More informationSFI SPECIFICATION 6.3 EFFECTIVE: FEBRUARY 26, 2014 *
SFI SPECIFICATION 6.3 EFFECTIVE: FEBRUARY 26, 2014 * PRODUCT: Containment Bellhousing for SFI Clutch Assemblies for supercharged and nitrous-oxide applications 1.0 GENERAL INFORMATION 1.1 This SFI Specification
More informationU.S. Census Bureau News Joint Release U.S. Department of Housing and Urban Development
Raemeka Mayo or Stephen Cooper Economic Indicators Division (01) 76-5160 FOR IMMEDIATE RELEASE TUESDAY, MARCH 17, 015 AT 8:0 A.M. EDT NEW RESIDENTIAL CONSTRUCTION IN FEBRUARY 015 The U.S. Census Bureau
More informationFHWA/IN/JTRP-2000/23. Final Report. Sedat Gulen John Nagle John Weaver Victor Gallivan
FHWA/IN/JTRP-2000/23 Final Report DETERMINATION OF PRACTICAL ESALS PER TRUCK VALUES ON INDIANA ROADS Sedat Gulen John Nagle John Weaver Victor Gallivan December 2000 Final Report FHWA/IN/JTRP-2000/23 DETERMINATION
More informationJERSEY GENETIC SUMMARY
VOLUME 21 NUMBER 1 APRIL 2016 FEMALES AMERICAN JERSEY CATTLE ASSOCIATION JERSEY GENETIC SUMMARY USJersey Benchmarking Jersey Growth Every business, be it a breed association, dairy farm, manufacturing
More informationSFI SPECIFICATION 39.2 EFFECTIVE: August 25, 2017 *
SFI SPECIFICATION 39.2 EFFECTIVE: August 25, 2017 * PRODUCT: Racing Seats (Standard) 1.0 GENERAL INFORMATION 1.1 This SFI Specification establishes uniform test procedures and minimum standards for evaluating
More informationCorn Silage Management Practices on California Dairies
Corn Silage Management Practices on California Dairies Noelia Silva-del-Rio UC Cooperative Extension Veterinary Medicine Teaching & Research Center Jennifer Heguy UC Cooperative Extension Merced, Stanislaus
More informationMONTHLY NEW RESIDENTIAL CONSTRUCTION, FEBRUARY 2017
FOR RELEASE AT 8:30 AM EDT, THURSDAY, MARCH 16, MONTHLY NEW RESIDENTIAL CONSTRUCTION, FEBRUARY Release Number: CB17-38 March 16, - The U.S. Census Bureau and the U.S. Department of Housing and Urban Development
More informationTom Parece, Reggie Donoghue and Mike Domenica P. R. Ammann
To: From: Subject: Tom Parece, Reggie Donoghue and Mike Domenica P. R. Ammann TM #7 A STEP Effluent Has a Big Cost Advantage over a Gravity for Downtown Orleans Date: January 12, 2017 Summary In its preliminary
More informationMONTHLY NEW RESIDENTIAL CONSTRUCTION, JULY 2017
FOR RELEASE AT 8:30 AM EDT, WEDNESDAY, AUGUST 16, MONTHLY NEW RESIDENTIAL CONSTRUCTION, JULY Release Number: CB17-133 August 16, - The U.S. Census Bureau and the U.S. Department of Housing and Urban Development
More information74 HOLSTEIN FRIESIANS
* Kerry Hill Farm * Bucknall * Stoke on Trent * Sale of 74 HOLSTEIN FRIESIANS The Property of J E & J A Robinson FOR SALE BY AUCTION (Under Farm Sale Rules) Tuesday 22 nd March 2016 Following the Usual
More informationMONTHLY NEW RESIDENTIAL SALES, APRIL 2017
FOR RELEASE AT 10:00 AM EDT, TUESDAY, MAY 23, MONTHLY NEW RESIDENTIAL SALES, APRIL Release Number: CB17-80 May 23, - The U.S. Census Bureau and the U.S. Department of Housing and Urban Development jointly
More informationMONTHLY NEW RESIDENTIAL CONSTRUCTION, APRIL 2017
FOR RELEASE AT 8:30 AM EDT, TUESDAY, MAY 16, MONTHLY NEW RESIDENTIAL CONSTRUCTION, APRIL Release Number: CB17-75 May 16, - The U.S. Census Bureau and the U.S. Department of Housing and Urban Development
More informationJERSEY GENETIC SUMMARY
VOLUME 22 NUMBER 2 AUGUST 2017 AMERICAN JERSEY CATTLE ASSOCIATION JERSEY GENETIC SUMMARY USJersey Are You Getting All You Can From REAP? Perhaps it s been a while since you took a look at the long list
More informationU.S. Census Bureau News Joint Release U.S. Department of Housing and Urban Development
Raemeka Mayo or Stephen Cooper Economic Indicators Division (01) 76-5160 FOR IMMEDIATE RELEASE FRIDAY, JUNE 17, 016 AT 8:0 A.M. EDT NEW RESIDENTIAL CONSTRUCTION IN MAY 016 The U.S. Census Bureau and the
More informationU.S. Census Bureau News Joint Release U.S. Department of Housing and Urban Development
Raemeka Mayo or Stephen Cooper Economic Indicators Division (01) 76-5160 FOR IMMEDIATE RELEASE WEDNESDAY, MARCH 16, 016 AT 8:0 A.M. EDT NEW RESIDENTIAL CONSTRUCTION IN FEBRUARY 016 The U.S. Census Bureau
More informationElectronic version available at: ISSN (Online) X AAFC No E
STATISTICS OF CANADA S ANIMAL GENETICS 2014 Edition Her Majesty the Queen in Right of Canada, represented by the Minister of Agriculture and Agri-Food (2014) Electronic version available at: http://www.dairyinfo.gc.ca/index_e.php?s1=pb&s2=genetics
More informationNon-contact Deflection Measurement at High Speed
Non-contact Deflection Measurement at High Speed S.Rasmussen Delft University of Technology Department of Civil Engineering Stevinweg 1 NL-2628 CN Delft The Netherlands J.A.Krarup Greenwood Engineering
More informationPRIME TIME IN THE SUNSHINE
PRIME TIME IN THE SUNSHINE Saturday October 24, 2015 Following the AWA Convention, Ocala, FL Sale Site: Southeastern Livestock Pavilion Sale managed by James Danekas & Associates, Inc. 1. Entry fee: $200
More informationMONTHLY NEW RESIDENTIAL SALES, SEPTEMBER 2018
FOR RELEASE AT 10:00 AM EDT, WEDNESDAY, OCTOBER 24, MONTHLY NEW RESIDENTIAL SALES, SEPTEMBER Release Number: CB18 160 October 24, The U.S. Census Bureau and the U.S. Department of Housing and Urban Development
More informationWET GRIP TEST METHOD IMPROVEMENT for Passenger Car Tyres (C1) Overview of Tyre Industry / ISO activities. Ottawa
WET GRIP TEST METHOD IMPROVEMENT for Passenger Car Tyres (C1) Overview of Tyre Industry / ISO activities Ottawa June 11 th, 2017 1 CURRENT REGULATORY FRAMEWORK CURRENT WET GRIP PROCEDURE TECHNICAL PRINCIPLES
More informationTechnical Committee Motor Vehicles 15 September RDE 3 discussion
Technical Committee Motor Vehicles 15 September 2016 RDE 3 discussion 1 RDE-LDV working group meetings on RDE-3 in 2016 23 January (launch) 20 April 17, 18 May 1 June (cold start web) 2 June (hybrid web)
More informationSmall vents make a big difference
Small vents make a big difference Mouthpiece Vented Triangular Liners NEW Revolutionary milking solution Introducing the air into the system at the mouthpiece of the liner reduces the damaging effects
More informationOregon State University Columbia Basin Ag Research Center
General Trial Information Investigator: Daniel A Ball Title: Professor Affiliation: Columbia Basin Ag. Research Postal Code: 97801 E-mail: daniel.ball@oregonstate.edu Trial Location City: Pendleton Trial
More informationFinite Element Analysis of Clutch Piston Seal
Finite Element Analysis of Clutch Piston Seal T. OYA * F. KASAHARA * *Research & Development Center Tribology Research Department Three-dimensional finite element analysis was used to simulate deformation
More informationOKLAHOMA CORPORATION COMMISSION REGULATED ELECTRIC UTILITIES 2017 RELIABILITY SCORECARD
OKLAHOMA CORPORATION COMMISSION REGULATED ELECTRIC UTILITIES 2017 RELIABILITY SCORECARD May 1, 2017 Table of Contents 1.0 Introduction...3 2.0 Summary...3 3.0 Purpose...3 4.0 Definitions...4 5.0 Analysis...5
More informationJERSEY GENETIC SUMMARY
VOLUME 23 NUMBER 1 APRIL 2018 FEMALES AMERICAN JERSEY CATTLE ASSOCIATION JERSEY GENETIC SUMMARY USJersey Are You Getting All You Can From REAP? Perhaps it s been a while since you took a look at the long
More informationMONTHLY NEW RESIDENTIAL SALES, AUGUST 2017
FOR RELEASE AT 10:00 AM EDT, TUESDAY, SEPTEMBER 26, MONTHLY NEW RESIDENTIAL SALES, AUGUST Release Number: CB17-161 Notice: For information on the impact of Hurricanes Harvey and Irma on the compilation
More informationLongevity of turf response to urea, coated urea, and blends
Longevity of turf response to urea, coated urea, and blends K. Carey, A.J. Porter, K.S. Jordan and E.M. Lyons Department of Plant Agriculture and the Guelph Turfgrass Institute, University of Guelph, Ontario.
More informationMAINTENANCE COSTS OF INTENSIVELY USED SELF-PROPELLED MACHINES IN AGRICULTURAL COMPANIES
MAINTENANCE COSTS OF INTENSIVELY USED SELF-PROPELLED MACHINES IN AGRICULTURAL COMPANIES Juri Olt, Ulo Traat, Arne Kuut Estonian University of Life Sciences jyri.olt@emu.ee, ylo.traat@emu.ee, arne.kyyt@emu.ee
More informationAugust 15, Please contact the undersigned directly with any questions or concerns regarding the foregoing.
California Independent System Operator Corporation The Honorable Kimberly D. Bose Secretary Federal Energy Regulatory Commission 888 First Street, NE Washington, DC 20426 August 15, 2017 Re: California
More informationDAIRY SIRE GUIDE SEMEN / IMPORT / EXPORT / EMBRYOS
2018 DAIRY SIRE GUIDE SEMEN / IMPORT / EXPORT / EMBRYOS WWW.GENETICENTERPRISES.CO.NZ GENETIC ENTERPRISES GENETIC ENTERPRISES WORLD CLASS GENETICS NZ 2018. Continued growth for meeting the NZ Dairy Farmers
More informationA GENUINE DISPERSAL SALE OF 81 ORGANIC DAIRY CATTLE. To be held at TYN Y MAES LLANRHAEDER YM MOCHNANT OSWESTRY SY10 0AA
SHREWSBURY AUCTION CENTRE MONDAY 4 th DECEMBER at 11.30am A GENUINE DISPERSAL SALE OF 81 ORGANIC DAIRY CATTLE Comprising In-Milk, Dry Cows, In-Calf Heifers & Bulling Heifers Plus Dairy Sundries and Surplus
More informationSignet Top Ram Lambs Report
Signet Top Ram Lambs Report The Importance of Breeding When selecting breeding stock it is important to identify animals with superior breeding potential, but this is difficult without access to performance
More informationQuarterly Hogs and Pigs
Quarterly Hogs and Pigs ISSN: 9-92 Released December 20, 208, by the National Agricultural Statistics Service (NASS), Agricultural Statistics Board, United s Department of Agriculture (USDA). United s
More informationMONTHLY NEW RESIDENTIAL CONSTRUCTION, AUGUST 2017
FOR RELEASE AT 8:30 AM EDT, TUESDAY, SEPTEMBER 19, MONTHLY NEW RESIDENTIAL CONSTRUCTION, AUGUST Release Number: CB17-158 Notice: For information on the impact of Hurricanes Harvey and Irma on the compilation
More informationThis report contains an analysis of the savings which have been achieved as a result of the installation.
CASE STUDY Voltage Optimisation The Balmoral Hotel, Edinburgh Introduction A study of the mains voltage profile at the hotel identified that the site was being supplied with excess voltage. Calculations
More informationGAS RULE NO. 12 Sheet 1 RATES AND OPTIONAL RATES A. APPLICABILITY
Revised Cal. P.U.C. Sheet No. 18229-G Cancelling Revised Cal. P.U.C. Sheet No. 14774-G GAS RULE NO. 12 Sheet 1 A. APPLICABILITY This Rule applies to rates and optional rates where PG&E provides any one
More informationAppendix E Water Supply Modeling
Supply Modeling Modesto Irrigation District Treatment Plant Expansion Project Modeling I. Introduction The Modesto Irrigation District (MID) is situated adjacent to and north of the Tuolumne River. Over
More informationRelation of Height at Withers and Chest Girth to Live Weight of Dairy Cattle of Different Breeds and Ages
University of Nebraska - Lincoln DigitalCommons@University of Nebraska - Lincoln Historical Research Bulletins of the Nebraska Agricultural Experiment Station (1913-1993) Agricultural Research Division
More informationDraft Project Deliverables: Policy Implications and Technical Basis
Surveillance and Monitoring Program (SAMP) Joe LeClaire, PhD Richard Meyerhoff, PhD Rick Chappell, PhD Hannah Erbele Don Schroeder, PE February 25, 2016 Draft Project Deliverables: Policy Implications
More informationCOMPILED BY GLASS S. Auction Report October 2014
GLASS S Auction Report October 2014 Contents Clickable Content Click on Page Number for Link Market Commentary Page 3 Whole Market Summary Page 6 Average Sales Price Year-on-Year (all ages) Page 7 Sales
More informationImpact of Distributed Energy Resources on Transmission System Reliability
S E P T E M B E R 1 3, 2 0 1 8 W E B I N A R Impact of Distributed Energy Resources on Transmission System Reliability National Council on Electricity Policy (NCEP) Alan McBride D I R E C T O R, T R A
More informationMarch 14, Please contact the undersigned directly with any questions or concerns regarding the foregoing.
California Independent System Operator Corporation The Honorable Kimberly D. Bose Secretary Federal Energy Regulatory Commission 888 First Street, NE Washington, DC 20426 March 14, 2017 Re: California
More informationDOCTORATE (Ph.D.) DISSERTATION THESES
DOCTORATE (Ph.D.) DISSERTATION THESES UNIVERSITY OF KAPOSVÁR FACULTY OF ANIMAL SCIENCE Institute of Cattle and Sheep breeding Head of doctorate school: DR. PÉTER HORN Member of the Hungarian Academy of
More information