• Home

  • Documents

  • CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC...
59
CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder, Colorado Monday, October 23, 2006

CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

Tags:

Embed Size (px)

Citation preview

Page 1: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

CPC Seasonal Forecasts ASO 2005-JAS 2006

Edward O’Lenic

Michael Halpert, David Unger

NOAA-NWS-CPC

31st Climate Diagnostics and Prediction WorkshopBoulder, Colorado

Monday, October 23, 2006

Page 2: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OverviewDuring 2005-06 CPC implemented an objective forecast tools

consolidation (CON), combining OCN, CCA, SMLR and CFS into a single CON tool. In retrospective forecasts over 1995-2004 CON improved on official (OFF) temperature (T) and precipitation (P) forecasts by ~18% and ~130%, respectively. We don’t have cross-validated scores yet for this technique and, therefore, don’t know how CON performs on independent data. However, Dave Unger has cross-validated this technique on SST forecasts and found no significant difference in skill between dependent and independent data sets.

I will discuss the performance of the 12 ASO2005-JAS2006 ½-month lead T, P forecasts in the context of OFF real-time and CON retrospective forecasts from 1995-2006.

Page 3: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

%100)(

)(

et

ecs

)(

)3

(

et

ecec

s

randomoverforecastsofficialoftimprovemens .....%.

Non-EC All=Non-EC and EC

Page 4: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

47 48 12-month mean skill

TNon-EC

Page 5: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

12 612-month mean skill

PNon-EC

Page 6: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

47 48 12 612-month mean skill

T P

Page 7: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

47 48 12 612-month mean skill

13 2236 37 1995-2006 standard deviation

T P

Page 8: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

47 48 12 612-month mean skill

13 2236 37 1995-2006 standard deviation

1995-2006 corr. Skill vs % coverage (non-EC) 0 6-1 -2

T P

Page 9: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

47 48 12 612-month mean skill

13 2236 37 1995-2006 standard deviation

1995-2006 corr. Skill vs % coverage (non-EC) 0 6-1 -2

T P

1995-2006 corr. Skill vs % coverage (ALL) 13 2126 16

Page 10: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

47 48 12 612-month mean skill

13 2236 37 1995-2006 standard deviation

1995-2006 corr. Skill vs % coverage (non-EC)

1995-2006 corr. Skill vs % coverage (ALL)

0 613 21

-1 -226 16

T P

•It was a very good year for both T and P OFF forecasts.•OFF followed CON closely for T, mediocre guidance for P.•SD is large for T, CON P, implying big swings in skill.•There is no relationship between skill and % coverage for non-EC forecasts•Area-weighted, all stations skill is more meaningful than non-EC

Page 11: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

01 ASO

T4531

skill

Page 12: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

01 ASO

P-2132

skill

Page 13: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

01 ASO

T P4531

skill skill

-2132

Page 14: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

02 SON

T1240

skill

Page 15: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

02 SON

Pskill

-2312

Page 16: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

02 SON

T P1240

skill skill

-2312

Page 17: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

03 OND

T5555

skill

Page 18: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

03 OND

Pskill

-13-3

Page 19: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

03 OND

T P5555

skill skill

-13-3

Page 20: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

04 NDJ

T8485

skill

Page 21: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

04 NDJ

Pskill

23-18

Page 22: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

04 NDJ

T P8485

skill skill

23-18

Page 23: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

05 DJF

T7771

skill

Page 24: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

05 DJF

P7771

skill

-4-18

Page 25: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

05 DJF

T P7771

skill skill

-4-18

Page 26: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

06 JFM

T6468

skill

Page 27: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

06 JFM

Pskill

558

Page 28: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

06 JFM

T P6468

skill skill

558

Page 29: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

07 FMA

T3138

skill

Page 30: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

07 FMA

Pskill

15-8

Page 31: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

07 FMA

T P3138

skill skill

15-8

Page 32: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

08 MAM

T3827

skill

Page 33: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

08 MAM

Pskill

328

Page 34: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

08 MAM

T P3827

skill skill

328

Page 35: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

09 AMJ

T4843

skill

Page 36: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

09 AMJ

Pskill

4033

Page 37: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

09 AMJ

T P4843

skill skill

4033

Page 38: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

10 MJJ

T3936

skill

Page 39: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

10 MJJ

Pskill

23-6

Page 40: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

10 MJJ

T P3936

skill skill

23-6

Page 41: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

11 JJA

T6058

skill

Page 42: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

11 JJA

Pskill

-96

Page 43: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

11 JJA

T P6058

skill skill

-96

Page 44: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

12 JAS

T1220

skill

Page 45: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

12 JAS

Pskill

2719

Page 46: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

12 JAS

T P1220

skill skill

2719

Page 47: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

Summary• CPC’s objective consolidation (CON) of OCN, CCA, SMLR, CFS improves

upon official (OFF), ½-month lead T forecasts (FMA1995-JFM2005) by about 18% and about 130% for P (non-EC).

• CPC began using CON for T in fall, 2005, and for P in mid- 2006.• It was a very good year for both T and P OFF forecasts, with T skill

continuously above zero.• SD is large for T, CON P, implying big swings in skill.• CON was good guidance for T, poor guidance for P for these 12 forecasts. • There is no relationship between skill and % coverage for non-EC forecasts.• There is a weak skill-%coverage relationship for all stations skill.• Subjective deviations from CON P succeeded perhaps because CON

predictions cover smaller contiguous areas than OFF. • CON predicts much larger area coverage for T than OFF, especially in the

eastern U.S.• Forecasts appear to change much more than the OBS from lead-to-lead.

Page 48: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

01 ASO

T P4531

skill skill

-2132

Page 49: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

02 SON

T P1240

skill skill

-2312

Page 50: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

03 OND

T P5555

skill skill

-13-3

Page 51: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

04 NDJ

T P8485

skill skill

23-18

Page 52: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

05 DJF

T P7771

skill skill

-4-18

Page 53: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

06 JFM

T P6468

skill skill

558

Page 54: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

07 FMA

T P3138

skill skill

15-8

Page 55: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

08 MAM

T P3827

skill skill

328

Page 56: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

09 AMJ

T P4843

skill skill

4033

Page 57: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

10 MJJ

T P3936

skill skill

23-6

Page 58: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

11 JJA

T P6058

skill skill

-96

Page 59: CPC Seasonal Forecasts ASO 2005-JAS 2006 Edward O’Lenic Michael Halpert, David Unger NOAA-NWS-CPC 31 st Climate Diagnostics and Prediction Workshop Boulder,

OFF VER CON

12 JAS

T P1220

skill skill

2719


The Good, the Bad, and the Ugly of Automation By Caitlin Halpert

The Good, the Bad, and the Ugly of Automation By Caitlin Halpert

Marketing
Conversion of CPC Monitoring and Forecast Products to GIS Format Viviane Silva Lloyd Thomas, Mike Halpert and Wayne Higgins

Conversion of CPC Monitoring and Forecast Products to GIS Format Viviane Silva Lloyd Thomas, Mike Halpert and Wayne Higgins

Documents
Pictionary - Amstrad CPC - Manual - gamesdatabase€¦ · Pictionary - Amstrad CPC - Manual - gamesdatabase.org Author: gamesdatabase.org Subject: Amstrad CPC game manual Keywords:

Pictionary - Amstrad CPC - Manual - gamesdatabase€¦ · Pictionary - Amstrad CPC - Manual - gamesdatabase.org Author: gamesdatabase.org Subject: Amstrad CPC game manual Keywords:

Documents
Cooperative Patent Classification (CPC) CPC Workshop … · Cooperative Patent Classification (CPC) CPC Workshop for external users. ... • The International patent classification

Cooperative Patent Classification (CPC) CPC Workshop … · Cooperative Patent Classification (CPC) CPC Workshop for external users. ... • The International patent classification

Documents
STUDY FOR ADVANCED DEVELOPMENT OF By Harris Halpert and

STUDY FOR ADVANCED DEVELOPMENT OF By Harris Halpert and

Documents
Presented by Beth Sassano CPC, CPC-I, CCS-P, CPMA

Presented by Beth Sassano CPC, CPC-I, CCS-P, CPMA

Documents
Coding Conundrums Presented by Lori Dafoe, CPC & Marisa Clauson, CPC

Coding Conundrums Presented by Lori Dafoe, CPC & Marisa Clauson, CPC

Documents
Overview of CPC and The Winter Outlook Mike Halpert, Deputy Director Climate Prediction Center / NCEP November, 2010

Overview of CPC and The Winter Outlook Mike Halpert, Deputy Director Climate Prediction Center / NCEP November, 2010

Documents
CPC Forecasts: Current and Future Methods and Requirements Ed O’Lenic NOAA-NWS-Climate Prediction Center Camp Springs, Maryland ed.olenic@noaa.gov 301-763-8000,

CPC Forecasts: Current and Future Methods and Requirements Ed O’Lenic NOAA-NWS-Climate Prediction Center Camp Springs, Maryland [email protected] 301-763-8000,

Documents
LDC Services: Geneva Practitioners Seminar€¦ · 4. C. Retailing Services - Other supporting services not covered by 11. H: CPC 8676 CPC 7512 CPC 621 CPC 622 CPC 631, 632, 6111,

LDC Services: Geneva Practitioners Seminar€¦ · 4. C. Retailing Services - Other supporting services not covered by 11. H: CPC 8676 CPC 7512 CPC 621 CPC 622 CPC 631, 632, 6111,

Documents
Release of Information: The Nuts and Boltscampus.ahima.org/audio/2008/RB062408.pdf · Aviva Halpert is chief HIPAA officer at Mt. Sinai Medical Center in New York City. Ms. Halpert

Release of Information: The Nuts and Boltscampus.ahima.org/audio/2008/RB062408.pdf · Aviva Halpert is chief HIPAA officer at Mt. Sinai Medical Center in New York City. Ms. Halpert

Documents
Management Friendly Alpha-Beta By Caitlin Halpert

Management Friendly Alpha-Beta By Caitlin Halpert

Marketing
BA- Halpert- John McDonald[1]

BA- Halpert- John McDonald[1]

Documents
Continued Professional Certification (CPC) Program Class … · Continued Professional Certification (CPC) Program Class B Requirements ... Continued Professional Certification (CPC)

Continued Professional Certification (CPC) Program Class … · Continued Professional Certification (CPC) Program Class B Requirements ... Continued Professional Certification (CPC)

Documents
Jennifer Halpert

Jennifer Halpert

Documents
UnderstandingDiabetes for+ICD29and+ICD210static.aapc.com/a3c7c3fe-6fa1-4d67-8534-a3c9c8315fa0/16f6616f-8c7… · 1 UnderstandingDiabetes for+ICD29and+ICD210 ++ Sheri&Poe&Bernard,&CPC,&CPC/H,&CPC/P,&CPC/I

UnderstandingDiabetes for+ICD29and+ICD210static.aapc.com/a3c7c3fe-6fa1-4d67-8534-a3c9c8315fa0/16f6616f-8c7… · 1 UnderstandingDiabetes for+ICD29and+ICD210 ++ Sheri&Poe&Bernard,&CPC,&CPC/H,&CPC/P,&CPC/I

Documents
Industrial CPC - Rotachrom · RotaChrom offers research (r)CPC and industrial (i)CPC. RotaChrom’s iCPC is the largest CPC currently available in the world. CPC – CENTRIFUGAL PARTITION

Industrial CPC - Rotachrom · RotaChrom offers research (r)CPC and industrial (i)CPC. RotaChrom’s iCPC is the largest CPC currently available in the world. CPC – CENTRIFUGAL PARTITION

Documents
Augustin Vintzileos - University Of MarylandAugustin Vintzileos University of Maryland – ESSIC/CICS and Jon Gottschalck, Mike Halpert, Adam Allgood NOAA/NWS/NCEP/CPC This study is

Augustin Vintzileos - University Of MarylandAugustin Vintzileos University of Maryland – ESSIC/CICS and Jon Gottschalck, Mike Halpert, Adam Allgood NOAA/NWS/NCEP/CPC This study is

Documents
Central Auto...HONDA CPC "Ass COAT CPC aine Sealant CPC Sealant

Central Auto...HONDA CPC "Ass COAT CPC aine Sealant CPC Sealant

Documents
Presented by: Yvonne Dailey, CPC, CPC-Istatic.aapc.com/a3c7c3fe-6fa1-4d67-8534-a3c9c8315fa0/e0...Presented by: Yvonne Dailey, CPC, CPC-I ALL RIGHTS REVERED Disclaimer The materials

Presented by: Yvonne Dailey, CPC, CPC-Istatic.aapc.com/a3c7c3fe-6fa1-4d67-8534-a3c9c8315fa0/e0...Presented by: Yvonne Dailey, CPC, CPC-I ALL RIGHTS REVERED Disclaimer The materials

Documents
CPC Syllabus

CPC Syllabus

Documents
MRI -diffusion tensorimaging · 2019-06-03 · (CPCs; CPC 1 back to baseline, CPC 2 moderate impairment, CPC 3 severe impairment, CPC 4 vegetative or comatose, CPC 5: dead).12 Here,

MRI -diffusion tensorimaging · 2019-06-03 · (CPCs; CPC 1 back to baseline, CPC 2 moderate impairment, CPC 3 severe impairment, CPC 4 vegetative or comatose, CPC 5: dead).12 Here,

Documents
DEANNA DENNIS, CPC, CPC- H, CPC- I · DEANNA DENNIS, CPC, CPC- H, CPC- I . DISCLAIMER. This presentation is a general summary for audit requirements. OVERVIEW - Discuss Purpose of

DEANNA DENNIS, CPC, CPC- H, CPC- I · DEANNA DENNIS, CPC, CPC- H, CPC- I . DISCLAIMER. This presentation is a general summary for audit requirements. OVERVIEW - Discuss Purpose of

Documents
Specialist vehicle drivers Driver CPC DRIVER CPC

Specialist vehicle drivers Driver CPC DRIVER CPC

Documents
CPC Classic Lessons for CPC+ - milbank.org · CPC Classic Lessons for CPC+ ... ROI of CPC at the employer level. 26 Helping Practices Transform in CPC. 27

CPC Classic Lessons for CPC+ - milbank.org · CPC Classic Lessons for CPC+ ... ROI of CPC at the employer level. 26 Helping Practices Transform in CPC. 27

Documents
DEANNA DENNIS, CPC, CPC- H, CPC- I - ihs.gov DENNIS, CPC, CPC- H, CPC- I . DISCLAIMER. This presentation is a general summary for audit requirements. OVERVIEW - Discuss Purpose of

DEANNA DENNIS, CPC, CPC- H, CPC- I - ihs.gov DENNIS, CPC, CPC- H, CPC- I . DISCLAIMER. This presentation is a general summary for audit requirements. OVERVIEW - Discuss Purpose of

Documents
 · jaime flores alfonso juan romero villa c.p.c. carlos hernÅndez zÅrate c.p.c. cpc. cpc cpc. c.p.c. c.p.c, cpc. ... y m.i. tomÅs caspar flores zacamecahua de registro refrendo

 · jaime flores alfonso juan romero villa c.p.c. carlos hernÅndez zÅrate c.p.c. cpc. cpc cpc. c.p.c. c.p.c, cpc. ... y m.i. tomÅs caspar flores zacamecahua de registro refrendo

Documents
CAS Innovation Council Innovation in Predictive Modeling Aaron Halpert Serhat Guven Kevin Bingham October 2014

CAS Innovation Council Innovation in Predictive Modeling Aaron Halpert Serhat Guven Kevin Bingham October 2014

Documents
THE YEAR-IN-ISRAELpr.huc.edu/news/digest/2018/04/10/Reflections-on-YII.pdf · Meir Bargeron in Havilio Square in Jerusalem. Thalia Halpert Rodis with Women of the Wall. THALIA HALPERT

THE YEAR-IN-ISRAELpr.huc.edu/news/digest/2018/04/10/Reflections-on-YII.pdf · Meir Bargeron in Havilio Square in Jerusalem. Thalia Halpert Rodis with Women of the Wall. THALIA HALPERT

Documents
EMC Annual Review: CPC’s Forecasts FY 2011 Edward O’Lenic Chief, Operations Branch NOAA-NWS-Climate…

EMC Annual Review: CPC’s Forecasts FY 2011 Edward O’Lenic Chief, Operations Branch NOAA-NWS-Climate…

Documents