Using GIS to Measure the Impacts of Encroachment on Training for the Army

Size: px
Start display at page:

Download "Using GIS to Measure the Impacts of Encroachment on Training for the Army"

Transcription

1 Using GIS to Measure the Impacts of Encroachment on Training for the Army CADD-GIS Symposium Denver, CO 22 March 2006 Lisa Greenfeld US Army Environmental Center Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 1 of RMAR2006

2 Brief Objectives Overview Methodology Results Issues Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 2 of RMAR2006

3 The Situation at the Installation Noise ES 1 UXO C 2 C 1 Critical Hab 1 Wet Wet 2 UXO 2 ES 2 Encroachment IS impacting training It is very complicated & difficult to represent & quantify in a meaningful way The pieces equal more than the whole (overlaps) There is a temporal component (time of year/day) What is the training intent for the land? What is the future training intent? Does this show us how training is impacted? Using GIS and collecting the right data it can. Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 3 of RMAR2006

4 ECM Measures Encroachment Method Requirements: Quantitative evaluation of encroachment Comparable across installations Assess actual impact to training Drivers: Installation Training Capacity throughput measurement Report to Encroachment issues to Congress (320 Report) Support the SRP tenet of information excellence with a nonsubjective, centralized, GIS based application Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 4 of RMAR2006

5 Logistics Centralized approach to data collection- starting with CONUS SRP tier I and II installations (FY05-07) Incorporating data layers that already exist and are maintained at the Regional Support Centers Site visits in conjunction with Operational Range Inventory The New Formula for ECM score will be based on: Major training restrictions by type for current ranges (km2/day) Potential training use by type across whole installation(km2/day) Estimated population growth score Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 5 of RMAR2006

6 What ECM Will Capture: Encroachment Factors 1. Threatened and Endangered Species 2. Critical Habitat 3. Cultural Resource Sites 4. Wetlands 5. Air Quality Regulations 6. FAA 7. Spectrum 8. Noise 9. Safety 10. Fire Hazard 11. Other Impacts to Training 1. Restrictions ot Tng 2. Smoke/Obscurants 3. Pyro/Simulators 4. Aviation tng/flight Ceiling 5. Heavy Maneuver 6. Light infantry of dismounted tng 7. Dismount Training Delete incorporated into Above 8. Digging 9. Camo Nets/Bivouac 10. Live Fire Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 6 of RMAR2006

7 Encroachment Factors ENCROACHMENT CONDITION MODULE The Critical Link Range Officer Impacts to Training 1. No training 2. No dig 3. No bivouac 4. No live fire 5. No heavy maneuver 6. No light maneuver 7. No smoke 8. No pyro 9. No dismount 10. No fly-over Encroachment Factor Training Restriction Hectares Months Time of Day Noise 1 1 (training) 50 A M J Night ES 1 10 (bivouac) 50 A M J All C 1 9 (no dig) 15 All All C 2 9 (no dig) 40 All All WET 1 6 (heavy man) 100 M-O All UXO 1 9 (no dig) 150 All All Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 7 of RMAR2006

8 Defining Encroachment Is encroachment: Restrictions to future potential training mission? Range X is currently a small arms firing range. Due to a cultural site we cannot dig We do not need to dig in Range X currently, but may someday want to move an engineer battalion to this installation and won t be able to redesign this range for use, therefore = ENCROACHMENT? Restrictions to current intended training mission? Range X is a small arms firing range. Due to a noise factor we cannot fire weapons We cannot perform the mission of the range, therefore = ENCROACHMENT? Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 8 of RMAR2006

9 Defining Encroachment Is encroachment: 1. Restrictions to future potential training mission? Range X is currently a small arms firing range. Due to a cultural site we cannot dig It is Both! We do not need to dig in Range X currently, but may someday want to move an engineer battalion to this installation and won t be able to redesign this range for use, therefore = ENCROACHMENT? 2. Restrictions to current intended training mission? Range X is a small arms firing range. Due to a noise factor we cannot fire weapons We cannot perform the mission of the range, therefore = ENCROACHMENT? Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 9 of RMAR2006

10 Display of the Potential Impacts on Training Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 10 of RMAR2006

11 Shows Impact on Training as Ranges are Configured Today ENCROACHMENT CONDITION MODULE Overlay of Potential Training Impacts on Operational Ranges Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 11 of RMAR2006

12 Future Potential Assumptions: Ability to do all training activities everywhere 365 potential training days Current operational range footprint represents total potential training land Inputs: Current operational range footprint Environmental factors layers (installation environmental Office, range officer) Training impact attribute table (related to environmental factors layer and filled out by installation range officer) Process: Utilize GIS to create spatial layers that represent training impacts in time and space Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 12 of RMAR2006

13 Representing Future Potential Encroachment Situation The Green line is your installation boundary Green Area = Operational Range Area Peach Areas = no dig To avoid over estimation of area, remove: Overlaps Impacts outside of operational range area Not Operational Range Area Double counting overlaps Not on installation Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 13 of RMAR2006

14 Representing Future Potential Encroachment Result Removed overestimation areas Answer = total area where you can not dig Recommend reporting each separate impact and encroachment and combined impacts by installation in 5 ways: KM 2 impacted % of Area impacted Days impacted % of Days impacted % of KM 2 *Days impacted Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 14 of RMAR2006

15 Current Intended Assumptions: Primary FCC in ORIS is the intended use of the range 365 potential training days ORIS range footprint is accurate representation of range One encroachment factor can have multiple impacts at different times of the year Inputs: ORIS Range Layer (USAEC) Environmental factors layers (installation environmental Office, range officer) Training impact attribute table (related to environmental factors layer and filled out by installation range officer) Process: Utilize GIS to create spatial layers that represent training impacts on ranges in time and space Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 15 of RMAR2006

16 Representing Current Intended Encroachment Situation The Green line is your installation boundary Green Area = Operational Range Area Purple Areas = no dig To avoid over estimation of area, remove: Overlaps Impacts outside of operational range area Not Operational Range Area Double counting overlaps Not on installation Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 16 of RMAR2006

17 Representing Current Intended Encroachment Situation Removed overestimation areas Dudded impact area, no need to dig Red, yellow and green represent ranges To avoid over estimation of area, remove: Areas where the FCC does not require the impacted task FCC impact crosswalk table Firing range, no need to dig Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 17 of RMAR2006

18 Representing Current Intended Encroachment Solution Removed the impact from the ranges where you do not need to dig Answer = area where you intended to dig and cannot Recommend reporting method: Maps Tabular info (Excel) by range each separate impact Each separate encroachment factor Combined impacts Days impacted (firing ranges, etc) KM 2 *Days impacted (land and training areas, etc) Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 18 of RMAR2006

19 Methodology 1. Collect encroachment factors 2. Clip encroachment factors to operational range area 3. Dissolve encroachment factors into 1 layer Maintain overlapping polygons 4. Attribute table with encroachment factors Impacts to training Months (0, 1) Time of day (0,.1, 1) 5. Join the table (4) to the encroachment factors (3) and create a layer of each impact Maintain overlapping polygons Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 19 of RMAR2006

20 Methodology Continued 6. Calculate the time 1. Multiply each month by time of day 2. For overlapping polygons calculate each month Sum by month If 1, then 1 If < 1 and 0.1, then 0.1 If = 0, then 0 3. Sum months and multiply by to get days impacted 7. Clip each impact layer to range footprint layer 8. Flag impact if it is not a requirement for FCC of range (i.e. you don t intend to dig in dudded impact area) Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 20 of RMAR2006

21 Result With this methodology we will: represent each Current (intended use) and Future (any use) Impact to Training by Time and Area by range & can sum the impacts accounting for overlaps. Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 21 of RMAR2006

22 Encroachment Factors Installation Training Impacts Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 22 of RMAR2006

23 Installation Training Impacts Range Training Impacts Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 23 of RMAR2006

24 No Dismount Training Impacts & Encroachment Factors Showing Overlaps Encroachment Factors Critical Habitat Cultural Resource Site Noise Pollution T&E species UXO Wetlands Encroachment_Feature Training_Impact JAN4 FEB4 MAR4 APR4 MAY4 JUN4 JUL4 AUG4 SEP4 OCT4 NOV4 DEC4 SumOfMonths Time_Limit Encr_days Kilometers Kilometer_Days Noise Pollution No Dismount Training Noise Pollution No Dismount Training Noise Pollution No Dismount Training Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 24 of RMAR2006

25 No Dismount Training Impacts Month of February Butner Ranges Half Day Entire Day Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 25 of RMAR2006

26 No Dismount Training Impacts Month of March Butner Ranges Half Day Entire Day Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 26 of RMAR2006

27 No Dismount Training Impacts Month of April Butner Ranges Half Day Entire Day Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 27 of RMAR2006

28 No Dismount Training Impacts Month of June May Butner Ranges Half Day Entire day Day Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 28 of RMAR2006

29 Issues Overlapping time is difficult to manage in GIS You can not just sum the parts to make the whole Thus may provide data that is difficult to comprehend and easy to misrepresent Calculated values may not represent reality on the installation Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 29 of RMAR2006

30 Calculated Impact vs. Actual Impact 1 50% No Fire = completely shut down 2 50% No Fire = 50% shut down? 3 50% No Fire = 100%? = range boundary = Impact Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 30 of RMAR2006

31 Calculated Impact vs. Actual Impact 1 25% No Fire 25% No Man = 50% calculated impact 2 25% No Fire 25% No Man = 100% shut down? 3 25% No Fire 25% No Man = 0%? = range boundary = Impact Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 31 of RMAR2006

32 Questions? Lisa Greenfeld / SFIM-AEC-TSS / / DSN / lisa.greenfeld@us.army.mil 32 of RMAR2006

TL 9000 Quality Management System. Measurements Handbook. BRR Examples

TL 9000 Quality Management System. Measurements Handbook. BRR Examples Quality Excellence for Suppliers of Telecommunications Forum (QuEST Forum) TL 9000 Quality Management System Measurements Handbook Copyright 2012 QuEST Forum Version 1.0 7.2 7.2.1 Basic Calculation Example

More information

University of Michigan Eco-Driving Index (EDI) Latest data: August 2017

University of Michigan Eco-Driving Index (EDI)   Latest data: August 2017 University of Michigan Eco-Driving Index () http://www.ecodrivingindex.org Latest data: August 2017 Developed and issued monthly by Michael Sivak and Brandon Schoettle Sustainable Worldwide Transportation

More information

Army Installation Status Report Natural Infrastructure

Army Installation Status Report Natural Infrastructure Army Installation Status Report Natural Infrastructure Presented By: Ms. Audrey Weber Office of the Army Assistant Chief of Staff for Installation Management, Environmental Programs Joint Services Environmental

More information

Chapter 6 Planning and Controlling Production: Work-in-Process and Finished-Good Inventories. Omar Maguiña Rivero

Chapter 6 Planning and Controlling Production: Work-in-Process and Finished-Good Inventories. Omar Maguiña Rivero Chapter 6 Planning and Controlling Production: Work-in-Process and Finished-Good Inventories Learning Objectives At the end of the class the student will be able to: 1. Describe the production budget process

More information

Electric Forward Market Report

Electric Forward Market Report Mar-01 Mar-02 Jun-02 Sep-02 Dec-02 Mar-03 Jun-03 Sep-03 Dec-03 Mar-04 Jun-04 Sep-04 Dec-04 Mar-05 May-05 Aug-05 Nov-05 Feb-06 Jun-06 Sep-06 Dec-06 Mar-07 Jun-07 Sep-07 Dec-07 Apr-08 Jun-08 Sep-08 Dec-08

More information

Woking. q business confidence report

Woking. q business confidence report Woking q1 business confidence report Woking q1 report headlines saw a new record in company registrations in Woking when compared to any previous. was a record quarter for company registrations in Woking

More information

Project Risk Management Bootcamp. Contents are subject to change. For the latest updates visit

Project Risk Management Bootcamp. Contents are subject to change. For the latest updates visit Bootcamp Page 1 of 7 Why Attend The overall aim of this program is to enable participants to plan, manage and control project risks. Moreover, participants will be able to develop project risk management

More information

Administration Division Public Works Department Anchorage: Performance. Value. Results.

Administration Division Public Works Department Anchorage: Performance. Value. Results. Administration Division Anchorage: Performance. Value. Results. Mission Provide administrative, budgetary, fiscal, and personnel support to ensure departmental compliance with Municipal policies and procedures,

More information

Financial Intelligence NCIA 2016 National Training Conference Pittsburg April 18 th & 19 th

Financial Intelligence NCIA 2016 National Training Conference Pittsburg April 18 th & 19 th Financial Intelligence NCIA 2016 National Training Conference Pittsburg April 18 th & 19 th What is financial intelligence? Financial Intelligence Overview of Training Topics Process for developing key

More information

Traffic Department Anchorage: Performance. Value. Results.

Traffic Department Anchorage: Performance. Value. Results. Traffic Department Anchorage: Performance. Value. Results. Mission Promote safe and efficient area-wide transportation that meets the needs of the community and the Anchorage Municipal Traffic Code requirements.

More information

Appendix A Table A1: Canadian Climate Normals for Bissett.

Appendix A Table A1: Canadian Climate Normals for Bissett. Appendix A Table A1: Canadian Climate Normals for Bissett. Climate Data for the Town of Bissett (1971 2000) Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Year Temperature Daily Average ( C) Standard

More information

Klaus Wewering. ACER Workshop CBA 2.0. Improving the pan-european cost-benefit analysis methodology 10 May 2016

Klaus Wewering. ACER Workshop CBA 2.0. Improving the pan-european cost-benefit analysis methodology 10 May 2016 CBA 2.0 Klaus Wewering ACER Workshop Improving the pan-european cost-benefit analysis methodology 10 May 2016 RES integration (B.4) What is measured? Contribution of the project to the usage of RES generation

More information

OIT DIGITAL CHAT F E B R U A R Y 1 0,

OIT DIGITAL CHAT F E B R U A R Y 1 0, OIT DIGITAL CHAT F E B R U A R Y 1 0, 2 0 1 7 AGENDA GT360 Update ITSM/ITIL Andrew Dietz OneIT Mark Juliano General Announcements Q&A GT360 UPDATE M A R K H O E T I N G GT360: LOOKING FORWARD GT360 Enterprise

More information

AUSTIN AREA SUMMARY REPORT ON BUSINESS February 2018

AUSTIN AREA SUMMARY REPORT ON BUSINESS February 2018 INSTITUTE FOR SUPPLY MANAGEMENT- ISM AUSTIN, INC. P.O. Box 26155 Austin, Texas 78755-0155 Steven Leatherwood, CPSM, MCIPS Econ-report@ism-austin.org AUSTIN AREA SUMMARY REPORT ON BUSINESS Region Economy

More information

Sustaining Our Buildings & Grounds

Sustaining Our Buildings & Grounds Sustaining Our Buildings & Grounds The Next 100 Years University of Alberta June 1 3 2008 Located Edmonton Alberta 3rd largest University in Canada 32,000 undergrads 6,000 grad students 13.9 million sq.

More information

Elements of Excellence

Elements of Excellence Elements of Excellence Managing With Analytics Harnessing the Balanced Scorecard (The Enterprise Performance Index) Missiles and Fire Control Steve Arms Director, QMS - Missile Defense LOB MFC Excellence

More information

Traffic Division Public Works Department Anchorage: Performance. Value. Results.

Traffic Division Public Works Department Anchorage: Performance. Value. Results. Mission Promote safe and efficient area-wide transportation that meets the needs of the community and the Anchorage Municipal Traffic Code requirements. Direct Services Design, operate and maintain the

More information

WELCOME TO THE PUBLIC INFORMATION OPEN HOUSE!

WELCOME TO THE PUBLIC INFORMATION OPEN HOUSE! WELCOME TO THE PUBLIC INFORMATION OPEN HOUSE! The purpose of today s meeting is to: Introduce the Highway 41 Corridor Improvements project, discuss the environmental review process, and present next steps.

More information

City of San Clemente Water Usage Report

City of San Clemente Water Usage Report Monthly Usage (AF) ACRE FEET City of San Clemente Overview of Usage FY 217-18 Monthly Water Use Type of Supply Total MWDOC 723 722 657 629 - - - - - - - - 2,731 Local Groundwater 33 23 69 84 - - - - -

More information

Chain Linking and Annual Update of Weights for Producer Price Indices for Services in Italy

Chain Linking and Annual Update of Weights for Producer Price Indices for Services in Italy Chain Linking and Annual Update of Weights for Producer Price Indices for Services in Ital Cristina Cecconi, Francesco Santangelo, Adele Vendetti 29 th Voorburg Group Meeting Dublin, Ireland September

More information

Digital Behavior Analytics. Combining deep analysis, experience and judgement to enable meaningful marketing actions

Digital Behavior Analytics. Combining deep analysis, experience and judgement to enable meaningful marketing actions Digital Behavior Analytics Combining deep analysis, experience and judgement to enable meaningful marketing actions 1 Data doesn t just come from surveys anymore The modern advertising landscape has seen

More information

From Both Sides: TSP from Within & Beyond

From Both Sides: TSP from Within & Beyond H-1 Weapons System Support Activity (WSSA) From Both Sides: TSP from Within & Beyond Presenter: Susan Weaver AH-1W Block Manager susan.weaver@navy.mil 1 Background Two years ago my presentation was on

More information

Okaloosa RESTORE Advisory Committee (ORAC) January 8, :30 PM 4:30 PM Emerald Coast Convention Center

Okaloosa RESTORE Advisory Committee (ORAC) January 8, :30 PM 4:30 PM Emerald Coast Convention Center Okaloosa RESTORE Advisory Committee (ORAC) January 8, 2014 2:30 PM 4:30 PM Emerald Coast Convention Center Agenda Minutes Approval Consultant s Administrative Report Scheduled Presentations - None Regional

More information

Trends in Streamflow and Water Level in Xiang River Basin in China

Trends in Streamflow and Water Level in Xiang River Basin in China DRH-CASiFiCA Collaboration Meeting, Feb,, 8, Beijing Trends in Streamflow and Water Level in Xiang River Basin in China Bo CHEN Key Laboratory of Environmental Change and Natural Disaster, Ministry of

More information

A how-to session featuring a behind-the-scenes look at how Best-in-Show winner, HCSS, decides when to outsource and when to create from within

A how-to session featuring a behind-the-scenes look at how Best-in-Show winner, HCSS, decides when to outsource and when to create from within A how-to session featuring a behind-the-scenes look at how Best-in-Show winner, HCSS, decides when to outsource and when to create from within Director of Marketing Operations, HCSS Speaker Headshot Director

More information

Brand Plan Sample Template. Akademia Marketingu Farmaceutycznego

Brand Plan Sample Template. Akademia Marketingu Farmaceutycznego Brand Plan Sample Template Akademia Marketingu Farmaceutycznego Key Marketing Questions 1. 1 What is the basic definition of your market? 2. 2 Who are your target audiences in the marketplace? 3. 3 What

More information

Katie Delahaye Paine CEO Paine Publishing April 16 th,

Katie Delahaye Paine CEO Paine Publishing April 16 th, Barcelona Principles Meet Reality: Are PR and Social Media Measurement Standards Doomed? Katie Delahaye Paine CEO Paine Publishing April 16 th, 2015 www.painepublishing.com measurementqueen@gmail.com The

More information

CIP Routine/Small Purchasing Team Close-out

CIP Routine/Small Purchasing Team Close-out CIP Routine/Small Purchasing Team Close-out Define Ken Koebel Control Measure January 26, 2011 Improve Analyze Cross Functional Team 2 Charter / Business Case Define Measure Routine purchasing (orders

More information

PJM ENERGY PRICES 2005 Response to Howard M. Spinner Paper

PJM ENERGY PRICES 2005 Response to Howard M. Spinner Paper PJM ENERGY PRICES 2005 Response to Howard M. Spinner Paper Joseph Bowring PJM Market Monitor Response to Howard M. Spinner Paper Re: PJM Energy Prices 2005 A March 13, 2006 paper ( Spinner paper ) by Howard

More information

Procurement Planning and Bid Management. Contents are subject to change. For the latest updates visit

Procurement Planning and Bid Management. Contents are subject to change. For the latest updates visit Procurement Planning and Bid Page 1 of 8 Why Attend Planning is both the most critical and the most challenging phase of any procurement operation. It provides direction towards how the function intends

More information

Using GIS to Prioritise Capital Investment for Water Main Renewals

Using GIS to Prioritise Capital Investment for Water Main Renewals 1 Using GIS to Prioritise Capital Investment for Water Main Renewals Presentation to the 2014 ESRI International User Conference (Jim Carlson-Jones, SA Water) Presentation Outline SA Water Overview Asset

More information

COURSE LISTING. Courses Listed. Training for Applications with Integration in SAP Business One. 27 November 2017 (07:09 GMT) Advanced

COURSE LISTING. Courses Listed. Training for Applications with Integration in SAP Business One. 27 November 2017 (07:09 GMT) Advanced Training for Applications with Integration in SAP Business One Courses Listed Advanced TB1000 - SAP Business One - Logistics TB1100 - SAP Business One - Accounting TB1200 - SAP Business One - Implementation

More information

San Francisco Housing Authority (SFHA) Leased Housing Programs as of January 31, 2016

San Francisco Housing Authority (SFHA) Leased Housing Programs as of January 31, 2016 San Francisco Housing Authority (SFHA) Leased Housing Programs as of January 31, 2016 Table of Contents Program Utilization Summary 3-5 PIC Reporting Rate 6-7 Operational Updates Recertifications and Inspections

More information

Shawn P. McElmurry, Ph.D., P.E. Wayne State University Rem Confesor Jr.,PhD. NCWQR, Heidelberg University

Shawn P. McElmurry, Ph.D., P.E. Wayne State University Rem Confesor Jr.,PhD. NCWQR, Heidelberg University Shawn P. McElmurry, Ph.D., P.E. Wayne State University Rem Confesor Jr.,PhD. NCWQR, Heidelberg University Great Lake Great Challenges Forum 2013 Oakland University March 14, 2013 Review over 240 primary

More information

Access to and Maintenance of Emergency Service Incident & Deployment Data Via Web Tools Malcolm Macfarlane

Access to and Maintenance of Emergency Service Incident & Deployment Data Via Web Tools Malcolm Macfarlane Access to and Maintenance of Emergency Service Incident & Deployment Data Via Web Tools Malcolm Macfarlane Manager, Data & Application Services New Zealand Fire Service Today Tools for maintenance of data

More information

Appendix C: Conservation Budget Overview

Appendix C: Conservation Budget Overview Appendix C: Conservation Overview The Department of Defense (DoD) has a responsibility to protect, maintain, and enhance the natural and cultural resources located on its installations. The Department

More information

Geographical Information System-Assisted Water Availability Analysis for Grenada MAP COMPENDIUM

Geographical Information System-Assisted Water Availability Analysis for Grenada MAP COMPENDIUM Geographical Information System-Assisted Water Availability Analysis for Grenada MAP COMPENDIUM Developed under the project Funded by United Nations Environment Programme (Nairobi) Executed by Caribbean

More information

2017 KEY INSIGHTS ON. Employee Attendance and Tardiness

2017 KEY INSIGHTS ON. Employee Attendance and Tardiness 2017 KEY INSIGHTS ON Employee Attendance and Tardiness THE AVERAGE NUMBER OF MINUTES THAT EMPLOYEES IN THE XIMBLE SYSTEM ARE LATE IS MINUTES. 114.2 MINUTES Statistical sample of 263258 clock-in records,

More information

Materials and Supply Chain Management. Contents are subject to change. For the latest updates visit

Materials and Supply Chain Management. Contents are subject to change. For the latest updates visit Materials and Supply Chain Page 1 of 7 Why Attend Supply Chain (SCM) has been consistently cited as one of the most critical processes in any operational company. The impact SCM has on business is major

More information

by Keith Kennedy Manager of Environmental Programs North Central Texas Council of Governments

by Keith Kennedy Manager of Environmental Programs North Central Texas Council of Governments by Keith Kennedy Manager of Environmental Programs North Central Texas Council of Governments What is NPDES? National Pollutant Discharge Elimination System USEPA outfall permitting program Storm water

More information

U.S. Farm and Retail Egg Price Relationships to 2005 Changing Share of the Consumer's Egg Dollar

U.S. Farm and Retail Egg Price Relationships to 2005 Changing Share of the Consumer's Egg Dollar 6/9/2006 U.S. Farm/Retail Egg Prices 1 Egg Economics Update # 274 U.S. Farm and Retail Egg Price Relationships - Changing Share of the Consumer's Egg Dollar This review of U.S. farm and retail egg prices

More information

Using data to improve asset

Using data to improve asset Using data to improve asset management Martijn Schroder Budget LG challenge: increased value, reduced waste, lower budget, happier customers Business waste Business waste Business value Business value

More information

Injury and Illness Analysis. Fiscal Year (FY) 2008 (October 1, 2007 September 30, 2008) Report No. 1

Injury and Illness Analysis. Fiscal Year (FY) 2008 (October 1, 2007 September 30, 2008) Report No. 1 Injury and Illness Analysis Fiscal Year (FY) 2008 (October 1, 2007 September 30, 2008) Report No. 1 Ernest Orlando Lawrence Berkeley National Laboratory Table of Contents 1 Executive summary...1 2 Introduction...1

More information

Implementing the Leapfrog Hospital Rewards Program

Implementing the Leapfrog Hospital Rewards Program Implementing the Leapfrog Hospital Rewards Program Review program questions for administrators Discuss customizable program features: Eligibility Performance categories Performance benchmarks Rewards options

More information

Operations Report. Stephanie Monzon Manager, Markets Coordination Operating Committee July 10, PJM 2018

Operations Report. Stephanie Monzon Manager, Markets Coordination Operating Committee July 10, PJM 2018 Operations Report Stephanie Monzon Manager, Markets Coordination Operating Committee July 10, 2018 Forecast Error (Absolute %) Load Forecasting Error (Achieved 80% of the Time) 5.0 4.5 4.0 On-Peak Average

More information

AEE Technical Roundtable Measurement and Verification. Alec Stevens, PE April 8, 2014

AEE Technical Roundtable Measurement and Verification. Alec Stevens, PE April 8, 2014 AEE Technical Roundtable Measurement and Verification Alec Stevens, PE April 8, 2014 The Old Days What does DMI do? Engineering Consulting since 1989 Demand Management Institute Focused on Energy Efficiency,

More information

Monitoring validated processes by using SPC

Monitoring validated processes by using SPC Monitoring validated processes by using SPC Content Monitoring validated process effectively Using SPC / Control charts to monitor processes Separating Signal from Noise System Approach Risk Analysis Protocol/Report

More information

Water planning and climate change: actionable intelligence yet?

Water planning and climate change: actionable intelligence yet? Water planning and climate change: actionable intelligence yet? Christopher Milly, USGS U.S. Department of the Interior U.S. Geological Survey What is Actionable Intelligence? Information about water in

More information

National Institute of Technology Calicut Department of Mechanical Engineering PRODUCTION PLANNING (AGGREGATE PLANNING)

National Institute of Technology Calicut Department of Mechanical Engineering PRODUCTION PLANNING (AGGREGATE PLANNING) PRODUCTION PLANNING (AGGREGATE PLANNING) Concerned with the overall operations of an organisation over a specified time horizon Determines the efficient way of responding (allocating resources) to market

More information

Dave Honkanen Sr. Director, EPO Prime Therapeutics. The EPMO: Strategy to Execution

Dave Honkanen Sr. Director, EPO Prime Therapeutics. The EPMO: Strategy to Execution Dave Honkanen Sr. Director, EPO Prime Therapeutics The EPMO: Strategy to Execution September 30, 2010 Speaker Background Intro 2 Honkanen Consulting, Inc. Intro Prime Therapeutics is a thought leader in

More information

Operations Report. Hong Chen Senior Lead Engineer, Markets Coordination Members Committee October 22, PJM 2018

Operations Report. Hong Chen Senior Lead Engineer, Markets Coordination Members Committee October 22, PJM 2018 Operations Report Hong Chen Senior Lead Engineer, Markets Coordination Members Committee October 22, 2018 Forecast Error (Absolute %) Load Forecasting Error (Achieved 80% of the Time) 4.0 3.5 On-Peak Average

More information

Managing Project Portfolio. Contents are subject to change. For the latest updates visit

Managing Project Portfolio. Contents are subject to change. For the latest updates visit Managing Project Portfolio Page 1 of 7 Why Attend The overall aim of this course is to provide participants with a generic and practical methodology to build and manage a balanced project portfolio. The

More information

WEAPON SYSTEM PERFORMANCE INDICATORS - OSD SUSTAINMENT KPPs. 29 Oct 2008 Roy E. Rice, Ph.D., P.E. Chief Technologist, Teledyne Brown Engineering

WEAPON SYSTEM PERFORMANCE INDICATORS - OSD SUSTAINMENT KPPs. 29 Oct 2008 Roy E. Rice, Ph.D., P.E. Chief Technologist, Teledyne Brown Engineering WEAPON SYSTEM PERFORMANCE INDICATORS - OSD SUSTAINMENT KPPs 29 Oct 2008 Roy E. Rice, Ph.D., P.E. Chief Technologist, Teledyne Brown Engineering OUTLINE Purpose of Metrics Concerns and Issues OSD Sustainment

More information

Risk Evaluation of Meridian Substation Transformers

Risk Evaluation of Meridian Substation Transformers BCTC-SPA-R008 August 8, 2005 Risk Evaluation of Meridian Substation Transformers Wenyuan Li System Planning and Performance Assessment BCTC August, 2005 1 Reliability Evaluation of Meridian Substation

More information

Department of Transportation Rapid City Region Office 2300 Eglin Street P.O. Box 1970 Rapid City, SD Phone: 605/ FAX: 605/

Department of Transportation Rapid City Region Office 2300 Eglin Street P.O. Box 1970 Rapid City, SD Phone: 605/ FAX: 605/ Connecting South Dakota and the Nation Department of Transportation Rapid City Region Office 2300 Eglin Street P.O. Box 1970 Rapid City, SD 57709-1970 Phone: 605/394-2244 FAX: 605/394-1904 July 9, 2014

More information

Nuisance Algae and the Huron River: Recent Changes and Future Trends

Nuisance Algae and the Huron River: Recent Changes and Future Trends Nuisance Algae and the Huron River: Recent Changes and Future Trends Prof. John T. Lehman 5 October 20 Overview of this Talk Review nuisance conditions Nutrient budgets along the river Differences between

More information

Certified Customer Service Professional. Contents are subject to change. For the latest updates visit

Certified Customer Service Professional. Contents are subject to change. For the latest updates visit Certified Customer Service Professional Page 1 of 6 Why Attend Every front-line employee needs a solid grounding in customer service skills. As can be expected in this fiveday course, the subjects covered

More information

Adapting software project estimation to the reality of changing development technologies

Adapting software project estimation to the reality of changing development technologies Adapting software project estimation to the reality of changing development technologies Introduction Estimating software projects where significant amounts of new technology are being used is a difficult

More information

HARDY AND KIDD ACID DRAINAGE AND METAL LEACHING HISTORIES: CONTRASTS AND COMPARISONS

HARDY AND KIDD ACID DRAINAGE AND METAL LEACHING HISTORIES: CONTRASTS AND COMPARISONS HARDY AND KIDD ACID DRAINAGE AND METAL LEACHING HISTORIES: CONTRASTS AND COMPARISONS Ronald V. Nicholson,Ph.D. Stantec Consulting Ltd. 1 th Annual BC ML/ARD Workshop Vancouver, December 2-3, 23 THE ARD

More information

Irrigation modeling in Prairie Ronde Township, Kalamazoo County. SW Michigan Water Resources Council meeting May 15, 2012

Irrigation modeling in Prairie Ronde Township, Kalamazoo County. SW Michigan Water Resources Council meeting May 15, 2012 Irrigation modeling in Prairie Ronde Township, Kalamazoo County SW Michigan Water Resources Council meeting May 15, 2012 Development of a Groundwater Flow Model INFLOWS Areal recharge from precipitation

More information

Michigan s Welcome Centers Promoting Tourism

Michigan s Welcome Centers Promoting Tourism Michigan s Welcome Centers Promoting Tourism Free Publications Distribution Promotional Displays Promotional Giveaways Promotional Events Welcome Center Visitor Counts 2009 7,481,917 4.3% decrease from

More information

Autologue User s Manual Month End Processing. Table Of Contents

Autologue User s Manual Month End Processing. Table Of Contents Autologue User s Manual Month End Processing Page i Table Of Contents 13. Introduction Month End Processing... 1 13.1 Month End Closing Summarized... 1 13.1.1 Month End Processing... 1 13.1.2 Additional

More information

Evolution of a Deep Lake Cooling System

Evolution of a Deep Lake Cooling System Evolution of a Deep Lake Cooling System A Brief History What? Too far back? A Brief History Three concrete encased steel pipes extend 3 miles into Lake Ontario, 280 feet below the surface 20 years of marine

More information

Assessment Status and Trend of Short - lived Climate Pollutants (SLCPs) in Hanoi

Assessment Status and Trend of Short - lived Climate Pollutants (SLCPs) in Hanoi International Workshop on Air Quality in Asia Inventory, Modeling and Climate Impacts of Greenhouse Gas emissions (GHG s) and Aerosols; Remote sensing applications and Integrated Technologies Assessment

More information

Outage Management Redesign Consultation Process (SE-109) Proposal for Process Redesign May 14, 2013

Outage Management Redesign Consultation Process (SE-109) Proposal for Process Redesign May 14, 2013 Outage Management Redesign Consultation Process (SE-109) Proposal for Process Redesign May 14, 2013 Agenda Summary of Stakeholder Feedback Stakeholder Engagement Plan and Discussion Paper Responses to

More information

Resource Development and Caribou In Nunavut Finding a Balance

Resource Development and Caribou In Nunavut Finding a Balance Resource Development and Caribou In Nunavut Finding a Balance Caribou in Nunavut There are an estimated 19 populations and/ or subpopulations of caribou either wholly or partially within the Nunavut settlement

More information

Measuring Safety Performance

Measuring Safety Performance Measuring Safety Performance Presented by: Keboitihetse Fredy Tong Date: 2017/04/04 Safety Performance Measurement (SPM): SPI & ALoSP Development Agenda Definition. Why measure safety performance? Alert

More information

! "#$$%& MY BLOG 2014

! #$$%& MY BLOG 2014 !"#%& 2014 =/*55&- 789:/4; RESOLUNTIONS!"# 20(5< SMART GOAL: GOAL: GOAL: GOAL: Often people set resolutions and don t look at them again after the month of January. One way to make sure that you are actively

More information

Are you prepared to make the decisions that matter most? Decision making in consumer goods

Are you prepared to make the decisions that matter most? Decision making in consumer goods www.pwc.com/bigdecisions Are you prepared to make the decisions that matter most Decision making in consumer goods Results from PwC s Global Data & Analytics Survey 2014 consumer goods Changing demographics

More information

LEVEE SAFETY UPDATE. June 28,2017

LEVEE SAFETY UPDATE. June 28,2017 LEVEE SAFETY UPDATE 1 237 237 237 217 217 217 200 200 200 80 119 27 252 174.59 255 255 255 0 0 0 163 163 163 131 132 122 239 65 53 110 135 120 112 92 56 62 102 130 102 56 48 130 120 111 June 28,2017 The

More information

MATERIALS AND SUPPLIES INVENTORY

MATERIALS AND SUPPLIES INVENTORY Filed: August, 0 EB-0-0 Exhibit D Schedule Page of MATERIALS AND SUPPLIES INVENTORY.0 STRATEGY Hydro One Distribution is committed to optimizing materials and supplies inventory in support of our customer

More information

Utility Bill Data Accounts Payable s Secret Weapon for Managing Costs and Addressing Stakeholder Questions

Utility Bill Data Accounts Payable s Secret Weapon for Managing Costs and Addressing Stakeholder Questions EBook Utility Bill Data Accounts Payable s Secret Weapon for Managing Costs and Addressing Stakeholder Questions Part 1 Situation Analysis Utility costs often rank in the top three operational expenses

More information

The University of Toledo Audit Committee Meeting. April 19, 2010

The University of Toledo Audit Committee Meeting. April 19, 2010 The University of Toledo Audit Committee Meeting April 19, 2010 FY2010 Internal Audit Schedule Internal Audit Activity KEY RISK AREAS 2009 2010 JUL AUG SEP OCT NOV DEC JAN FEB MAR APR MAY JUN ACADEMIC

More information

Sep 06. Command & Control Performance Requirements and Assessment for the Air & Space Operations Center

Sep 06. Command & Control Performance Requirements and Assessment for the Air & Space Operations Center Command & Control Performance Requirements and Assessment for the Air & Space Operations Center Sep 06 Lt Chad Tossell C2 Training Research Program Manager Warfighter Readiness Research Division Air Force

More information

VIRGINIA DEPARTMENT OF TRANSPORTATION LOCATION AND DESIGN DIVISION INSTRUCTIONAL AND INFORMATIONAL MEMORANDA NEW AND REVISED IIM

VIRGINIA DEPARTMENT OF TRANSPORTATION LOCATION AND DESIGN DIVISION INSTRUCTIONAL AND INFORMATIONAL MEMORANDA NEW AND REVISED IIM VIRGINIA DEPARTMENT OF TRANSPORTATION LOCATION AND DESIGN DIVISION INSTRUCTIONAL AND INFORMATIONAL MEMORANDA JULY 2015 MAY 2018 May 21, 2018 IIM-LD-195.10 Virginia Stormwater Management Program May 21,

More information

Predictive Conversations

Predictive Conversations Predictive Conversations Measuring Word of Mouth and Predicting Business Outcomes Ed Keller, CEO Rick Larkin, VP Analytics August 11, 2017 MASB Opening thoughts Intrinsically people know conversations

More information

Technical note on seasonal adjustment for Non oil exports

Technical note on seasonal adjustment for Non oil exports Technical note on seasonal adjustment for Non oil exports July 1, 2013 Contents 1 Non oil exports 2 1.1 Additive verus multiplicative seasonality...................... 2 2 Steps in the seasonal adjustment

More information

Energy Savings Analysis Generated by a Real Time Energy Management System for Water Distribution

Energy Savings Analysis Generated by a Real Time Energy Management System for Water Distribution Energy Savings Analysis Generated by a Real Time Energy Management System for Water Distribution Sarah Thorstensen Derceto Ltd, Auckland, New Zealand sthorstensen@derceto.com Abstract Washington Suburban

More information

Contract Preparation, Tendering and Bids Evaluation. Contents are subject to change. For the latest updates visit

Contract Preparation, Tendering and Bids Evaluation. Contents are subject to change. For the latest updates visit Contract Preparation, Tendering and Bids Evaluation Page 1 of 7 Why Attend The overall aim of this course is to provide participants with the knowledge, concepts and skills needed to perform all the tasks

More information

The Intelligent Application of Automation: Finding the Proper Balance of Man and Machine

The Intelligent Application of Automation: Finding the Proper Balance of Man and Machine The Intelligent Application of Automation: Finding the Proper Balance of Man and Machine Sponsored by: Presented by: Chris DeLisle Sr. Engineer Karl Hoegen CEO North America 2013 MHI Copyright claimed

More information

Global Market Pulp Statistics

Global Market Pulp Statistics Global Market Pulp Statistics Bleached Kraft Pulp November Data 217 Global Statistics for Bleached Kraft Market Pulp The statistics in this file is based on EPIS (European Pulp Industry Sector) data, distributed

More information

Climate Change Impact Assessments: Uncertainty at its Finest. Josh Cowden SFI Colloquium July 18, 2007

Climate Change Impact Assessments: Uncertainty at its Finest. Josh Cowden SFI Colloquium July 18, 2007 Climate Change Impact Assessments: Uncertainty at its Finest Josh Cowden SFI Colloquium July 18, 27 Global Climate Modeling Emission Scenarios (SRES) A1 very rapid economic growth global population that

More information

DMSMS Management: Planning, Implementation, Assessment, & Metrics. Kevin Kenney PEO IWS 1AQ Integrated Combat Systems 12 July 2006

DMSMS Management: Planning, Implementation, Assessment, & Metrics. Kevin Kenney PEO IWS 1AQ Integrated Combat Systems 12 July 2006 2006 DoD DMSMS Conference DMSMS Management: Planning, Implementation, Assessment, & Metrics Kevin Kenney PEO IWS 1AQ Integrated Combat Systems 12 July 2006 Aegis DMS Background 1991 - Requests for increased

More information

The monthly variation of the Business Turnover 1 stands at 1.6%, after seasonal and calendar adjustment

The monthly variation of the Business Turnover 1 stands at 1.6%, after seasonal and calendar adjustment 24 October 2018 Business Turnover Index (BTI). Base 2015 August 2018. Provisional data The monthly variation of the Business Turnover 1 stands at 1.6%, after seasonal and calendar adjustment The annual

More information

Strategies for Behavior Change in High Risk Youth

Strategies for Behavior Change in High Risk Youth Strategies for Behavior Change in High Risk Youth Why We Are Here Mission Roca s mission is to disrupt the cycle of incarceration and poverty by helping young people transform their lives. Theory of Change

More information

Instream Flows in the San Antonio River Basin From Science to Environmental flow Standards. Steven J. Raabe, P.E

Instream Flows in the San Antonio River Basin From Science to Environmental flow Standards. Steven J. Raabe, P.E Instream Flows in the San Antonio River Basin From Science to Environmental flow Standards Steven J. Raabe, P.E October 26, 2012 Keys to Success Mandated Processes Science Compatible Schedules Stakeholder

More information

Enabling Efficiency in Stores to Improve the Customer Experience. Presented by Andrei Cotunoaei

Enabling Efficiency in Stores to Improve the Customer Experience. Presented by Andrei Cotunoaei Enabling Efficiency in Stores to Improve the Customer Experience Presented by Andrei Cotunoaei Map updated in August 2012 Vodafone World Presence Vodafone Romania Over 8 million customers 279 stores 1

More information

Better Care Fund: Target setting for Delayed Transfers of Care. Rutland situation

Better Care Fund: Target setting for Delayed Transfers of Care. Rutland situation Better Care Fund: Target setting for Delayed Transfers of Care Rutland situation Delayed Transfers of Care (DToC) have been rising for some time Hospital delays constantly on the news Puts pressure on

More information

CILT Certificate in Stock Management, Forecasting and Demand Planning. Contents are subject to change. For the latest updates visit

CILT Certificate in Stock Management, Forecasting and Demand Planning. Contents are subject to change. For the latest updates visit CILT Certificate in Stock, Forecasting and Demand Planning Page 1 of 7 Why Attend Demand planning is a critical process within Supply Chain (SCM) which ensures continuity of supply of the inventory at

More information

Enhanced Pavement Management Program. Pavement Management Program

Enhanced Pavement Management Program. Pavement Management Program Enhanced Pavement Management Program Presented to the Transportation and Environment Committee Feb. 12, 2007 VISION STATEMENT Creating the Most Cost Effective, Pavement Management Program in the Nation

More information

Using Weather Forecasting For Decision Tools For Animal Agriculture

Using Weather Forecasting For Decision Tools For Animal Agriculture Using Weather Forecasting For Decision Tools For Animal Agriculture Steve Buan National Weather Service Minnkota Agri-Builders and Equipment Suppliers Association 11 March 2016 Cattle Heat Stress Forecast

More information

Prysmian Group ERM Project. A journey

Prysmian Group ERM Project. A journey Prysmian Group ERM Project A journey Prysmian Group 50 COUNTRIES 98 PLANTS 22,000 PEOPLE 8 B SALES 21 R&D CENTRES 2 Risk Management in Evolution History Founded in 2005, Prysmian s origin has its roots

More information

Nichole M. Embertson, Ph.D. Whatcom Conservation District. May 2, 2012 Abbotsford-Sumas Aquifer Groundwater Nitrate Science Forum Abbotsford, CN

Nichole M. Embertson, Ph.D. Whatcom Conservation District. May 2, 2012 Abbotsford-Sumas Aquifer Groundwater Nitrate Science Forum Abbotsford, CN Nichole M. Embertson, Ph.D. Whatcom Conservation District May 2, 2012 Abbotsford-Sumas Aquifer Groundwater Nitrate Science Forum Abbotsford, CN Background ARM System Assessment Development Implementation

More information

Economic Impacts of Climate Change on European forests

Economic Impacts of Climate Change on European forests Economic Impacts of Climate Change on European forests Prof. Dr. Marc Hanewinkel University of Freiburg Chair of Forestry Economics and Planning Tennenbacher Straße 4 79106 Freiburg, Germany Why economy

More information

Comparison of Statistical and Dynamic Downscaling methods for Hydrologic Applications in West Central Florida

Comparison of Statistical and Dynamic Downscaling methods for Hydrologic Applications in West Central Florida Comparison of Statistical and Dynamic Downscaling methods for Hydrologic Applications in West Central Florida Wendy Graham and Syewoon Hwang, University of Florida Water Institute Alison Adams and Tirusew

More information

5 Star London Hotels - Example Report

5 Star London Hotels - Example Report 5 Star London Hotels - Example Report January 2018 CONTENTS Your Benchmark Report Website Traffic Conversion Rates Ecommerce Performance AdWords Spend Your Traffic Index Your Conversion Rate Index Your

More information

SYNCHRONY CONNECT. Making an Impact with Direct Marketing Test and Learn Strategies that Maximize ROI

SYNCHRONY CONNECT. Making an Impact with Direct Marketing Test and Learn Strategies that Maximize ROI SYNCHRONY CONNECT Making an Impact with Direct Marketing Test and Learn Strategies that Maximize ROI SYNCHRONY CONNECT GROW 2 Word on the street is that direct marketing is all but dead. Digital and social

More information

National Food Safety Data Exchange Pilot (NFSDX)

National Food Safety Data Exchange Pilot (NFSDX) National Food Safety Data Exchange Pilot (NFSDX) Presented by Lisa Creason, Director, Office of Information Systems Management Office of Regulatory Affairs Food and Drug Administration June 17, 2017 Agenda

More information

Lecture 9A: Drainage Basins

Lecture 9A: Drainage Basins GEOG415 Lecture 9A: Drainage Basins 9-1 Drainage basin (watershed, catchment) -Drains surfacewater to a common outlet Drainage divide - how is it defined? Scale effects? - Represents a hydrologic cycle

More information

CEO Water Mandate: 4 th Working Conference. World Water Week Stockholm 17 August 2009

CEO Water Mandate: 4 th Working Conference. World Water Week Stockholm 17 August 2009 CEO Water Mandate: 4 th Working Conference World Water Week Stockholm 17 August 2009 1 Growing Convergence United Nations Business Civil Society 2 Result: Public-Private Initiatives UN Global Compact UNDP

More information