CCI-HYDR Perturbation Tool. A climate change tool for generating perturbed time series for the Belgian climate MANUAL, JANUARY 2009
|
|
- Dominic Blair
- 8 years ago
- Views:
Transcription
1 CCI-HYDR project (contract SD/CP/03A) for: Programme SSD «Science for a Sustainable Development» MANUAL, JANUARY 2009 CCI-HYDR Perturbation Tool A climate change tool for generating perturbed time series for the Belgian climate Faculty of Engineering Department of Civil Engineering Hydraulics Division CCI-HYDR project Royal Meteorological Institute of Belgium Meteorological Research and Development Department Risk Analysis and Sustainable Development Section
2 Faculty of Engineering Department of Civil Engineering Hydraulics Section Kasteelpark Arenberg 40 BE-3001 Leuven, Belgium tel fax Meteorological Research and Development Department Risk Analysis and Sustainable Development Section Avenue Circulaire, 3 BE-1180 Brussels, Belgium tel fax Emmanuel.Roulin@oma.be No part of this publication may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, electronic, mechanical, photocopying, recording, or otherwise, without indicating the reference : Ntegeka V., Willems P., CCI-HYDR Perturbation Tool: a climate change tool for generating perturbed time series for the Belgian climate, Manual version January 2009, K.U.Leuven Hydraulics Section & Royal Meteorological Institute of Belgium, 7 p.
3 CCI-HYDR Perturbation Tool i Table of contents 1 Introduction How are the scenarios defined? What does the program do? What temporal and spatial scales are we looking at? What time horizons are provided? What does the output series represent? What variables are considered in the program? Procedure for running the program Limitations of the scenarios References... 7
4
5 CCI-HYDR Perturbation Tool 1 1 Introduction There is a dearth of climate change transformation tools especially for Belgium. This is in part explained by the lack of climate change scenarios relevant for local regions. With the completion of the PRUDENCE project in 2004, new regional climate scenarios became available. However, the number of climate models coupled with emission scenarios made it less obvious for users to synthesize. The CCI-HYDR project on Climate change impact on hydrological extremes in Belgium for the Belgian Science Policy Office (Programme Science for a sustainable development ) was setup to primarily synthesize the pertinent climate scenarios for Belgium. The project opted to focus on studying the high resolution regional climate models from the PRUDENCE project. One of the objectives required providing end users with time series which would enable them to incorporate the impacts of climate change within their future water management plans. The water authorities in particular were singled out as one of the target end users of the scenarios. A perturbation algorithm was developed so that impact analysts in Belgium can assess the hydrological impacts of climate change. The algorithm imparts a perturbation to an observed series to generate future time series. The observed time series are perturbed on the basis of four SRES scenarios (A1B, A2, B1 and B2). The climate model simulations with the A2 and B2 regional scenarios were extracted from the PRUDENCE database while the A1B and B1 scenarios were extracted from the IPCC AR4 database. Most hydrological climate change impact assessments require inputs of rainfall and potential evapotranspiration (ETo) to generate runoffs. By comparing the historical runoffs to the future runoffs impacts can be quantified. Moreover, the scenarios have combined several model outputs into only three scenarios that reliably represent the overall range of expected impacts. The earlier version of the CCI-HYDR Perturbation Tool only involved scenarios for rainfall and ETo, while the current version includes scenarios for temperature and wind speed, developed by the project Klimaatscenario s voor Vlaanderen for INBO (Instituut voor Natuur- en Bosonderzoek) (Demarée et al., 2008; Baguis et al., 2008). 2 How are the scenarios defined? For ease of interpretation, three scenarios are defined as high, mean and low based on the expected hydrological impacts. The definition is not dependent on the projected rainfalls alone. Rather it is based on the combined effect of the rainfall and ETo; in other words, the variables are combined to generate an impact which can then be classified as high, mean and low. The average temperature and wind speed variables are inferred through a correlation analysis with rainfall and ETo. Wind speed is positively correlated with rainfall during winter and negatively correlated during summer. The average temperature is assumed to follow the ETo trends, i.e., ETo is directly dependent on temperature. The high scenario projects a future with wet winters and dry summers while the low scenario projects a future with dry winters and dry summers. Thus, it is expected that the risk associated with flooding is higher in the high scenario than the low scenario which is critical for low flows. In essence, the high, mean and low scenarios may be referred to as wet, mild and dry scenarios respectively. It is notable that the mean scenario represents mean conditions and is not the best future guess. Users are encouraged to consider all the three scenarios to account for the overall uncertainty. Figure 1 illustrates the relevance and interpretation of the scenarios.
6 2 CCI-HYDR Perturbation Tool High/Wet Mean/Mild Low/Dry Hydrological Impact Floods Low flows Figure 1: Relevance and interpretation of the CCI-HYDR scenarios. 3 What does the program do? The program perturbs or changes the input series of rainfall (mm), ETo (mm), temperature (ºC) and wind speed (m/s). For rainfall, the changes in number of wet days and intensities are considered. The changes are quantile based to account for the fact that the changes might depend on the magnitude or return period of the event. ETo is transformed in a relatively easier way by applying seasonal average changes because high quantiles tend to have similar percentage changes to lower quantiles. Wind speed is generated by using the correlation with precipitation. High wind speeds in winter tend to be correlated with high rainfall amounts; however during summer, high speeds imply dry conditions. Temperature is treated in a similar way with ETo meaning high ETo values imply high temperatures; low ETo rates are outcomes of low temperatures. More details about the perturbation procedure can be found in chapter five of the CCI-HYDR Technical Report II Study of climate change scenarios (see project website: 4 What temporal and spatial scales are we looking at? The software uses time series at hourly and daily time steps. These are time scales relevant for river subbasins. The scenarios were developed mainly for catchments up to 1000 km 2. 5 What time horizons are provided? The time series perturbation procedure was developed from the PRUDENCE regional climate models which mainly dealt with a 30 year control period of and a 30 year scenario period of Interpolation is made for other periods to account for potential differences between the period covered by the input series and the standard control period. The use of a 30 year period would be ideal given that it covers exactly the length of the climate model control and scenarios periods. Also, a 30 year period corresponds to an average climate oscillation cycle (Ntegeka and Willems, 2008). Perturbed series can also be conducted for shorter or longer periods, but the rainfall-runoff modeller has to keep in mind that the results may be biased from the long-term averaged climate. Due to the oscillations, the impact will be overestimated if the input series period covers an oscillation peak and underestimated when it covers an oscillation low.
7 CCI-HYDR Perturbation Tool 3 6 What does the output series represent? The output series is the perturbed input series for a given time horizon in the future. Target years of 2020, 2030, 2040, 2050, 2060, 2070, 2080, 2090, and 2100 can be selected. Each target year is in the centre of a 30 year block e.g., 2050 represents changes from Thus, no predictions are made for a particular year or day in the future. It is important to emphasise that the future changes are most reliable if the observed data input is 30 years and covering the period Since the modelled future scenario period was , the changes during the target years within the block, i.e., 2070, 2080 and 2090, would also be more reliable. For other target years, the interpolation and extrapolation of the changes leads to less certain future perturbations. 7 What variables are considered in the program? The software was originally designed with the key aim of aiding hydrological impact assessments. However, temperature and wind speed have also been included for end users to investigate other possible impacts. Rainfall and ETo are the main parameters required by conceptual hydrological models to investigate impacts. Although it is possible to run the program using only one of the variables, it is preferred that al least rainfall and ETo variables are run in a hydrological model to study the impacts. Studying the changes of one variable requires an understanding of the methodology of the scenario development provided in chapter five of the CCI-HYDR Technical Report II Study of climate change scenarios (see project website: 8 Procedure for running the program The program uses Excel VBA macros which need permission to run in Excel. The user permits the program to run by first changing the macro security options. This is done by using Tools Macro Security Security Level Medium. On opening the program, the user clicks enable macro and a window appears requesting the user to open the file as a read only. Accept and close the logo shown as in Figure 2 (click the X ). Figure 2: Startup window for the program.
8 4 CCI-HYDR Perturbation Tool For daily data, the user pastes the rainfall and ETo data beginning in row 4 in the section of the input series (Figure 3). The formats for the dates are indicated in the sheet. It is possible to only insert either rainfall or ETo alone but for hydrological modelling the two variables are necessary. Make sure that the daily data option is selected. The region for the station is selected i.e., coastal or inland. The coastal area in Belgium was found to show some differences in the projected changes from the inland regions (Ntegeka et al., 2008). The baseline is the period that is considered to be a reference for the future climate change. This baseline is taken as the period defined by the climate model control period. For the climate models, the is taken as the baseline. Therefore if a period s average climate is not significantly different from the period, then the option for Baseline ( ) is selected from the dropdown list. It is also possible for the baseline to be taken as defined from the input data period; here there is need interpolation to account for the difference in time i.e., It is recommended that the option Baseline (from input) be selected always. After selecting a baseline option, one can then select a target year from the drop-down list and then click Perturb. The program then begins to generate the perturbed series. On completion, the daily perturbed series will be shown in the perturbed series section with the target year shown in the title. Figure 3: Input of daily rainfall and ETo series (dummy data). The perturbed series (Figure 4) represent the changed input series, where the perturbation corresponds to the climate change from the current climate (based on input period) to the predicted future climate (based on the target year). For each variable, 3 perturbed series are produced with each representing a scenario i.e., high, mean and low. If a variable was not provided, the time series will be blank. The perturbed series can then be copied and pasted into another excel workbook or in a text file and stored.
9 CCI-HYDR Perturbation Tool 5 Figure 4: Generated daily data scenarios (dummy data). If the hourly or 10min data option is selected, the user is required to prepare the input text file before clicking Perturb. Two text files are required with one containing the date information and the other containing the values. The hourly or 10 min option is only available for rainfall data. ETo data if available should be pasted in the sheet before clicking the Perturb option. It is not necessary to paste the rainfall daily data in the sheet if the hourly option is selected. One can clear the data using the Clear data button, insert the daily ETo, select the hourly or 10 min option and then click Perturb. The window shown in Figure 5 appears. Figure 5: Hourly data input. If you have not yet prepared the hourly input data click cancel to exit. If you had prepared the input text files then browse and select the text files. Make sure that the rainfall text file is not wrongly inserted as the time file. The formats for the hourly time and rainfall are shown in Table 1. The rainfall text file contains the rainfall values in a single column without headers and similarly the hourly time text file contains the hourly time data in a single column. Using text files often leads to errors if the text files for rainfall and time have different number of lines. It is advisable to remove empty lines in the text files and to check that both rainfall and time files have the same number of lines (put cursor at end of text file and use Edit Goto in notepad).
10 6 CCI-HYDR Perturbation Tool Table 1: Text formats for hourly/10min data input Time text file format Rainfall text file format 01/01/ :00: /01/ :00: /01/ :00: /01/ :00: /01/ :00: /01/ :00: Clicking Run will begin the perturbation process for the hourly/10min data. This, however, takes longer than the daily input. On completion, three time series are found in the stated output folder (Figure 5). The files are named hourly_high.txt/10min_high.txt, hourly_mean.txt/ 10min_mean.txt and hourly_low.txt/10min_low.txt. These files can then be used for further analysis. Note that if the present ETo data was pasted in the sheet, the future ETo time series information will be provided in the sheet and not in a text file. These files can then be renamed as they are replaced with future runs. To rerun the program the user first clears the previous data using the Clear data button. In case of any errors, bugs or suggestions, the user may contact the program developers. The contact information can be found in the Perturbation option in the menu bar. One required windows setting is that decimal points are taken as decimal points and not commas. This can be checked in windows by changing the control panel language settings to English UK or another appropriate setting. For missing values, the user is expected to infill the time series before running the program. 9 Limitations of the scenarios The changes embedded in the program were based on 30 year time scales. This implies that longer time scales required for high return periods are not directly available. However they may be extrapolated from the 30 year time periods albeit with extrapolation assumptions. The scenarios are more reliable for the target years within the period and for input series within the control period Instead of interpolating and extrapolating, other periods require more transient runs to increase confidence in the projections. The climate scenarios were primarily based on the PRUDENCE regional climate models which were mainly driven by one Global Circulation Model (HadAM3H A2). This precluded a robust estimation of the uncertainties. Successive projects like the ENSEMBLES project are including more emission scenarios and time horizons at regional scales; this may lead to future updates.
11 CCI-HYDR Perturbation Tool 7 10 References CCI-HYDR project reports and papers: Ntegeka V., Willems P., Baguis P., Roulin E., Climate change impact on hydrological extremes along rivers and urban drainage systems. Summary report Phase 1: Literature review and development of climate change scenarios, K.U.Leuven Hydraulics Section & Royal Meteorological Institute of Belgium, April 2008, 64 p. Baguis P., Boukhris O., Ntegeka V., Roulin E., Willems P., Demarée G., Climate change impact on hydrological extremes along rivers and urban drainage systems. I. Literature review, Technical report, K.U.Leuven Hydraulics Section & Royal Meteorological Institute of Belgium, May 2008, 57 p. Ntegeka V., Baguis P., Boukhris O., Willems P., Roulin E., Climate change impact on hydrological extremes along rivers and urban drainage systems. II. Study of rainfall and ETo climate change scenarios, Technical report, K.U.Leuven Hydraulics Section & Royal Meteorological Institute of Belgium, May 2008, 112 p. Ntegeka V., Willems P., Climate change impact on hydrological extremes along rivers and urban drainage systems. III. Statistical analysis of historical rainfall, ETo and river flow series trends and cycles, Technical report, K.U.Leuven Hydraulics Section & Royal Meteorological Institute of Belgium, May 2008, 37 p. Ntegeka, V., Willems P., Trends and multidecadal oscillations in rainfall extremes, based on a more than 100-year time series of 10 min rainfall intensities at Uccle, Belgium, Water Resour. Res., 44, W07402, doi: /2007wr INBO project reports: Demarée G., Baguis P., Deckmyn A., Debontridder L., Pinnock S., Roulin E., Willems P., Ntegeka V., Kattenberg A., Bakker A., Lenderink G., Bessembinder J., Klimaatscenario s voor Vlaanderen, rapport voor het Instituut voor Natuur- en Bosonderzoek (INBO), Koninklijk Meteorologisch Instituut van België, Koninklijk Nederlands Meteorologisch Instituut (KNMI) & K.U.Leuven Afdeling Hydraulica, december Baguis P., Ntegeka V., Willems P., Roulin E., Extension of CCI-HYDR climate change scenarios for INBO, Technical report, K.U.Leuven Hydraulics Section & Royal Meteorological Institute of Belgium, January 2009, 31 p.
12
13 K.U.Leuven Faculty of Engineering Department of Civil Engineering Hydraulics Division Kasteelpark Arenberg 40 BE-3001 Leuven, Belgium tel fax Royal Meteorological Institute of Belgium Meteorological Research and Development Department Risk Analysis and Sustainable Development Section Avenue Circulaire, 3 BE-1180 Brussels, Belgium tel fax Emmanuel.Roulin@oma.be
Selecting members of the QUMP perturbed-physics ensemble for use with PRECIS
Selecting members of the QUMP perturbed-physics ensemble for use with PRECIS Isn t one model enough? Carol McSweeney and Richard Jones Met Office Hadley Centre, September 2010 Downscaling a single GCM
More informationSEA START Climate Change Analysis Tool v1.1
SEA START Climate Change Analysis Tool v1.1 SEA START RC has developed tool to aid data analysis for the future climate data which is downloaded from Climate Data Distribution System (http://cc.start.or.th).
More informationTime series transformation tool: description of the program to generate time series consistent with the KNMI 06 climate scenarios
Time series transformation tool: description of the program to generate time series consistent with the KNMI 06 climate scenarios A. Bakker, J. Bessembinder De Bilt, 2012 Technical Report ; TR-326 Time
More informationREGIONAL CLIMATE AND DOWNSCALING
REGIONAL CLIMATE AND DOWNSCALING Regional Climate Modelling at the Hungarian Meteorological Service ANDRÁS HORÁNYI (horanyi( horanyi.a@.a@met.hu) Special thanks: : Gabriella Csima,, Péter Szabó, Gabriella
More informationClimate, water and renewable energy in the Nordic countries
102 Regional Hydrological Impacts of Climatic Change Hydroclimatic Variability (Proceedings of symposium S6 held during the Seventh IAHS Scientific Assembly at Foz do Iguaçu, Brazil, April 2005). IAHS
More informationProduct Description KNMI14 Daily Grids
Product Description KNMI14 Daily Grids Dr. R. Sluiter De Bilt, July 2014 Technical report; TR-346 Product Description KNMI14 Daily Grids Version 1.0 Date July 2014 Status Final Colofon Title Product Description
More informationPractical Exercise on PC. Create Climate files Daily time step. Solution of the exercise
Practical Exercise on PC Create Climate files Daily time step B Solution of the exercise Legend Red flash indicates buttons to click Red frame Green frame indicates data to input indicates output data
More informationSWMM-CAT User s Guide
EPA/600/R-14/428 September 2014 www.epa.gov/research n t SWMM-CAT User s Guide photo photo Office of Research and Development Water Supply and Water Resources Division EPA 600-R-14-428 September 2014 SWMM-CAT
More informationEstimating Potential Reduction Flood Benefits of Restored Wetlands
Estimating Potential Reduction Flood Benefits of Restored Wetlands Kenneth W. Potter University of Wisconsin Introduction Throughout the summer of 1993 a recurring question was the impact of wetland drainage
More informationPipeliner CRM Phaenomena Guide Importing Leads & Opportunities. 2015 Pipelinersales Inc. www.pipelinersales.com
Importing Leads & Opportunities 205 Pipelinersales Inc. www.pipelinersales.com Importing Leads & Opportunities Learn how to import opportunities and leads into Pipeliner Sales CRM Application. CONTENT.
More informationLesson 07: MS ACCESS - Handout. Introduction to database (30 mins)
Lesson 07: MS ACCESS - Handout Handout Introduction to database (30 mins) Microsoft Access is a database application. A database is a collection of related information put together in database objects.
More informationMS Excel. Handout: Level 2. elearning Department. Copyright 2016 CMS e-learning Department. All Rights Reserved. Page 1 of 11
MS Excel Handout: Level 2 elearning Department 2016 Page 1 of 11 Contents Excel Environment:... 3 To create a new blank workbook:...3 To insert text:...4 Cell addresses:...4 To save the workbook:... 5
More informationClimate Ready Tools & Resources
August 2, 2013 Mission Statement To provide the water sector (drinking water, wastewater, and stormwater utilities) with the practical tools, training, and technical assistance needed to adapt to climate
More informationA simple scaling approach to produce climate scenarios of local precipitation extremes for the Netherlands
Supplementary Material to A simple scaling approach to produce climate scenarios of local precipitation extremes for the Netherlands G. Lenderink and J. Attema Extreme precipitation during 26/27 th August
More informationApplying MIKE SHE to define the influence of rewetting on floods in Flanders
Applying MIKE SHE to define the influence of rewetting on floods in Flanders MARK HENRY RUBARENZYA 1, PATRICK WILLEMS 2, JEAN BERLAMONT 3, & JAN FEYEN 4 1,2,3 Hydraulics Laboratory, Department of Civil
More informationImpact of water harvesting dam on the Wadi s morphology using digital elevation model Study case: Wadi Al-kanger, Sudan
Impact of water harvesting dam on the Wadi s morphology using digital elevation model Study case: Wadi Al-kanger, Sudan H. S. M. Hilmi 1, M.Y. Mohamed 2, E. S. Ganawa 3 1 Faculty of agriculture, Alzaiem
More informationArgonne National Laboratory
Argonne National Laboratory Using Climate Data to Inform Critical Infrastructure Resilience and Urban Sustainability Decisionmaking National Academy of Sciences Roundtable on Science and Technology for
More informationHydrologic Modeling using HEC-HMS
Hydrologic Modeling using HEC-HMS Prepared by Venkatesh Merwade School of Civil Engineering, Purdue University vmerwade@purdue.edu April 2012 Introduction The intent of this exercise is to introduce you
More informationExcel 2013 What s New. Introduction. Modified Backstage View. Viewing the Backstage. Process Summary Introduction. Modified Backstage View
Excel 03 What s New Introduction Microsoft Excel 03 has undergone some slight user interface (UI) enhancements while still keeping a similar look and feel to Microsoft Excel 00. In this self-help document,
More informationRisk and vulnerability assessment of the build environment in a dynamic changing society
Risk and vulnerability assessment of the build environment in a dynamic changing society Limnei Nie SINTEF Building and infrastructure, P.O.Box 124 Blindern, NO-0314 Oslo, Norway. linmei.nie@sintef.no
More informationENHANCE. The Style Sheet Tool for Microsoft Dynamics NAV. Microsoft Dynamics NAV 5.0. User s Guide
ENHANCE Microsoft Dynamics NAV 5.0 The Style Sheet Tool for Microsoft Dynamics NAV User s Guide The Style Sheet feature in Microsoft Dynamics TM NAV 5.0 has been enhanced with a new tool that allows you
More informationUse the Microsoft Office Word Add-In to Create a Source Document Template for Microsoft Dynamics AX 2012 WHITEPAPER
Use the Microsoft Office Word Add-In to Create a Source Document Template for Microsoft Dynamics AX 2012 WHITEPAPER Microsoft Office Word Add-Ins Whitepaper Junction Solutions documentation 2012 All material
More informationSCENARIO ANALYSIS FOR THE ROBUSTNESS ASSESSMENT OF BUILDING DESIGN ALTERNATIVES A DUTCH CASE STUDY
SCENARIO ANALYSIS FOR THE ROBUSTNESS ASSESSMENT OF BUILDING DESIGN ALTERNATIVES A DUTCH CASE STUDY C.Struck 1 ; J.L.M. Hensen 2 1: Centre for Integrated Building Technology, Lucerne University of Applied
More informationRuimtelijke planning in tijden van klimaatsverandering
Ruimtelijke planning in tijden van klimaatsverandering Eric Koomen Vrije Universiteit Amsterdam/ Geodan Next Nascholingscursus Water, rivieren en GIS' 3 april 2008 Outline Climate change climate and land
More informationFlood risk assessment through a detailed 1D/2D coupled model
CORFU Project Barcelona Case Study Final Workshop 19 th of May 2014 Flood risk assessment through a detailed 1D/2D coupled model Beniamino Russo Aqualogy Urban Drainage Direction Introduction and general
More informationMS Access Queries for Database Quality Control for Time Series
Work Book MS Access Queries for Database Quality Control for Time Series GIS Exercise - 12th January 2004 NILE BASIN INITIATIVE Initiative du Bassin du Nil Information Products for Nile Basin Water Resources
More informationClimate modelling. Dr. Heike Huebener Hessian Agency for Environment and Geology Hessian Centre on Climate Change
Hessisches Landesamt für Umwelt und Geologie Climate modelling Dr. Heike Huebener Hessian Agency for Environment and Geology Hessian Centre on Climate Change Climate: Definition Weather: momentary state
More informationSouth Africa. General Climate. UNDP Climate Change Country Profiles. A. Karmalkar 1, C. McSweeney 1, M. New 1,2 and G. Lizcano 1
UNDP Climate Change Country Profiles South Africa A. Karmalkar 1, C. McSweeney 1, M. New 1,2 and G. Lizcano 1 1. School of Geography and Environment, University of Oxford. 2. Tyndall Centre for Climate
More informationPOTENTIAL IMPACTS OF CLIMATE CHANGE ON FLOODING IN WISCONSIN
POTENTIAL IMPACTS OF CLIMATE CHANGE ON FLOODING IN WISCONSIN Ken Potter and Zach Schuster Department of Civil & Environmental Engineering University of Wisconsin Madison, WI OUTLINE Typical flood scenarios
More informationNetCDF Tutorial. Copyright 1995-2010 Esri All rights reserved.
Copyright 1995-2010 Esri All rights reserved. Table of Contents About the netcdf Tutorial............................... 3 Exercise 1: Displaying a raster layer from a netcdf file................... 4
More informationUser Manual Network connection and Mobics Dashboard (MIS) software for Dryer Controller M720
User Manual Network connection and Mobics Dashboard (MIS) software for Dryer Controller Manual version : v1.00 Networking and MIS Manual Dryer controller Page 1 of 16 Document history Preliminary version
More informationCORRELATIONS BETWEEN RAINFALL DATA AND INSURANCE DAMAGE DATA ON PLUVIAL FLOODING IN THE NETHERLANDS
10 th International Conference on Hydroinformatics HIC 2012, Hamburg, GERMANY CORRELATIONS BETWEEN RAINFALL DATA AND INSURANCE DAMAGE DATA ON PLUVIAL FLOODING IN THE NETHERLANDS SPEKKERS, M.H. (1), TEN
More informationMicrosoft Project 2007 Level 2: Working with Resources and Managing a Project
Microsoft Project 2007 Level 2: Working with Resources and Managing a Project By Robin Peers Robin Peers, 2008 ABOUT THIS CLASS In Microsoft Project 2007 Level 1: Creating Project Tasks, the focus was
More informationPipeliner CRM Phaenomena Guide Add-In for MS Outlook. 2015 Pipelinersales Inc. www.pipelinersales.com
Add-In for MS Outlook 205 Pipelinersales Inc. www.pipelinersales.com Add-In for MS Outlook Learn how to use sales lead management with Pipeliner MS Outlook Add-In. CONTENT. Setting up Pipeliner Add-In
More informationInitial changes in hydrology and water quality following restoration of a shallow degraded peatland in the South west
Initial changes in hydrology and water quality following restoration of a shallow degraded peatland in the South west David Luscombe 2 David Smith 1,, Emilie Grand-Clement 2, and Richard E. Brazier 2 1
More informationApplication of global 1-degree data sets to simulate runoff from MOPEX experimental river basins
18 Large Sample Basin Experiments for Hydrological Model Parameterization: Results of the Model Parameter Experiment. IAHS Publ. 37, 26. Application of global 1-degree data sets to simulate from experimental
More informationHow To Use The Climate Ready Utilities Program
Introduction to the Climate Resilience Evaluation & Awareness Tool Climate Ready Water Utilities Webinar Series Curt Baranowski, US EPA Jim Hawhee, Albemarle-Pamlico NEP February 27, 2013 Use your mouse
More informationInstructions for applying data validation(s) to data fields in Microsoft Excel
1 of 10 Instructions for applying data validation(s) to data fields in Microsoft Excel According to Microsoft Excel, a data validation is used to control the type of data or the values that users enter
More informationFuture Climate of the European Alps
Chapter 3 Future Climate of the European Alps Niklaus E. Zimmermann, Ernst Gebetsroither, Johann Züger, Dirk Schmatz and Achilleas Psomas Additional information is available at the end of the chapter http://dx.doi.org/10.5772/56278
More informationGoogle Apps for Sharing Folders and Collecting Assignments
Google Apps for Sharing Folders and Collecting Assignments The Google Drive is cloud (online) storage space, and it is also where you create and work with Google Docs, Sheets, Slides, etc. Create a Folder
More informationTommy B. Harrington 104 Azalea Drive Greenville, NC 27858 Email: tommy@tommyharrington.com
M o s t U s e f u l E x c e l C o m m a n d s Tommy B. Harrington 104 Azalea Drive Greenville, NC 27858 Email: tommy@tommyharrington.com Computer Training YOU Can Understand! Most Useful Excel Commands
More informationFlood damage assessment and estimation of flood resilience indexes
Flood damage assessment and estimation of flood resilience indexes Barcelona case study Marc Velasco CETaqua Workshop CORFU Barcelona Flood resilience in urban areas the CORFU project Cornellà de Llobregat,
More informationFrom Civil 3D, with Love
From Civil 3D, with Love Download the zip file containing the files needed for the exercise. Extract the files to a convenient location on your hard drive before you begin. The files associated with this
More informationTips and Tricks SAGE ACCPAC INTELLIGENCE
Tips and Tricks SAGE ACCPAC INTELLIGENCE 1 Table of Contents Auto e-mailing reports... 4 Automatically Running Macros... 7 Creating new Macros from Excel... 8 Compact Metadata Functionality... 9 Copying,
More informationAB3080 L. Learning Objectives: About the Speaker:
AB3080 L While architects have tested their designs in wind tunnels for many years, the process is typically outsourced to engineering firms and not easily accessible to architects during the conceptual
More informationLatin American and Caribbean Flood and Drought Monitor Tutorial Last Updated: November 2014
Latin American and Caribbean Flood and Drought Monitor Tutorial Last Updated: November 2014 Introduction: This tutorial examines the main features of the Latin American and Caribbean Flood and Drought
More informationAZ EGER-PATAK HIDROLÓGIAI VIZSGÁLATA, A FELSZÍNI VÍZKÉSZLETEK VÁRHATÓ VÁLTOZÁSÁBÓL ADÓDÓ MÓDOSULÁSOK AZ ÉGHAJLATVÁLTOZÁS HATÁSÁRA
AZ EGER-PATAK HIDROLÓGIAI VIZSGÁLATA, A FELSZÍNI VÍZKÉSZLETEK VÁRHATÓ VÁLTOZÁSÁBÓL ADÓDÓ MÓDOSULÁSOK AZ ÉGHAJLATVÁLTOZÁS HATÁSÁRA GÁBOR KEVE 1, GÉZA HAJNAL 2, KATALIN BENE 3, PÉTER TORMA 4 EXTRAPOLATING
More informationLab 02 Working with Data Quality Services in SQL Server 2014
SQL Server 2014 BI Lab 02 Working with Data Quality Services in SQL Server 2014 Jump to the Lab Overview Terms of Use 2014 Microsoft Corporation. All rights reserved. Information in this document, including
More informationCLIMATE FUTURES TOOL USER GUIDE
CLIMATE FUTURES TOOL USER GUIDE NRM Climate Futures User Guide - Full v1 8 2 NRM Climate Futures: User Guide Table of Contents NRM Climate Futures: User Guide Introduction... 4 Getting to know the Climate
More informationBillQuick Assistant 2008 Start-Up Guide
Time Billing and Project Management Software Built With Your Industry Knowledge BillQuick Assistant 2008 Start-Up Guide BQE Software, Inc. 2601 Airport Drive Suite 380 Torrance CA 90505 Support: (310)
More informationRiver Flooding and the Grid-to-Grid Hydrological Model
River Flooding and the Grid-to-Grid Hydrological Model Summary of Impacts Impact Mitigating the annual costs of damage from ordinary river flooding Mitigating the costs of damage from extreme river flooding
More informationWATER QUALITY MONITORING AND APPLICATION OF HYDROLOGICAL MODELING TOOLS AT A WASTEWATER IRRIGATION SITE IN NAM DINH, VIETNAM
WATER QUALITY MONITORING AND APPLICATION OF HYDROLOGICAL MODELING TOOLS AT A WASTEWATER IRRIGATION SITE IN NAM DINH, VIETNAM LeifBasherg (1) OlujZejlllJul Jessen (1) INTRODUCTION The current paper is the
More informationHavnepromenade 9, DK-9000 Aalborg, Denmark. Denmark. Sohngaardsholmsvej 57, DK-9000 Aalborg, Denmark
Urban run-off volumes dependency on rainfall measurement method - Scaling properties of precipitation within a 2x2 km radar pixel L. Pedersen 1 *, N. E. Jensen 2, M. R. Rasmussen 3 and M. G. Nicolajsen
More informationTheEducationEdge. Export Guide
TheEducationEdge Export Guide 102111 2011 Blackbaud, Inc. This publication, or any part thereof, may not be reproduced or transmitted in any form or by any means, electronic, or mechanical, including photocopying,
More informationHow to use MS Excel to regenerate a report from the Report Editor
How to use MS Excel to regenerate a report from the Report Editor Summary This article describes how to create COMPASS reports with Microsoft Excel. When completed, Excel worksheets and/or charts are available
More informationFEC Secure IPSec Client
FEC Secure IPSec Client Software Activtion User's Guide FEC Secure IPSec Client 1 Copyright Trademarks All rights are reserved. No part of this publication may be reproduced or transmitted in any form
More informationMICROSOFT ACCESS STEP BY STEP GUIDE
IGCSE ICT SECTION 11 DATA MANIPULATION MICROSOFT ACCESS STEP BY STEP GUIDE Mark Nicholls ICT Lounge P a g e 1 Contents Task 35 details Page 3 Opening a new Database. Page 4 Importing.csv file into the
More informationNew challenges of water resources management: Title the future role of CHy
New challenges of water resources management: Title the future role of CHy by Bruce Stewart* Karl Hofius in his article in this issue of the Bulletin entitled Evolving role of WMO in hydrology and water
More informationConverting an Excel Spreadsheet Into an Access Database
Converting an Excel Spreadsheet Into an Access Database Tracey L. Fisher Personal Computer and Software Instructor Butler County Community College - Adult and Community Education Exceeding Your Expectations..
More informationRainfall generator for the Meuse basin
KNMI publication; 196 - IV Rainall generator or the Meuse basin Description o 20 000-year simulations R. Leander and T.A. Buishand De Bilt, 2008 KNMI publication = KNMI publicatie; 196 - IV De Bilt, 2008
More informationDevelopment of an Integrated Data Product for Hawaii Climate
Development of an Integrated Data Product for Hawaii Climate Jan Hafner, Shang-Ping Xie (PI)(IPRC/SOEST U. of Hawaii) Yi-Leng Chen (Co-I) (Meteorology Dept. Univ. of Hawaii) contribution Georgette Holmes
More informationClimate vulnerability assessment Risks from urban flooding Interactive science and policy assessment
Climate vulnerability assessment Risks from urban flooding Interactive science and policy assessment Flood risk from extreme precipitation in Copenhagen - Modelling results Per Skougaard Kaspersen, DTU
More informationCatastrophe Bond Risk Modelling
Catastrophe Bond Risk Modelling Dr. Paul Rockett Manager, Risk Markets 6 th December 2007 Bringing Science to the Art of Underwriting Agenda Natural Catastrophe Modelling Index Linked Securities Parametric
More informationRIT Installation Instructions
RIT User Guide Build 1.00 RIT Installation Instructions Table of Contents Introduction... 2 Introduction to Excel VBA (Developer)... 3 API Commands for RIT... 11 RIT API Initialization... 12 Algorithmic
More informationBasic Pivot Tables. To begin your pivot table, choose Data, Pivot Table and Pivot Chart Report. 1 of 18
Basic Pivot Tables Pivot tables summarize data in a quick and easy way. In your job, you could use pivot tables to summarize actual expenses by fund type by object or total amounts. Make sure you do not
More informationHow to Use Excel for Law Firm Billing
How to Use Excel for Law Firm Billing FEATURED FACULTY: Staci Warne, Microsoft Certified Trainer (MCT) (801) 463-1213 computrainhelp@hotmail.com Staci Warne, Microsoft Certified Trainer (MCT) Staci Warne
More informationClimate Extremes Research: Recent Findings and New Direc8ons
Climate Extremes Research: Recent Findings and New Direc8ons Kenneth Kunkel NOAA Cooperative Institute for Climate and Satellites North Carolina State University and National Climatic Data Center h#p://assessment.globalchange.gov
More informationCSO Modelling Considering Moving Storms and Tipping Bucket Gauge Failures M. Hochedlinger 1 *, W. Sprung 2,3, H. Kainz 3 and K.
CSO Modelling Considering Moving Storms and Tipping Bucket Gauge Failures M. Hochedlinger 1 *, W. Sprung,, H. Kainz and K. König 1 Linz AG Wastewater, Wiener Straße 151, A-41 Linz, Austria Municipality
More informationAPPENDIX 15. Review of demand and energy forecasting methodologies Frontier Economics
APPENDIX 15 Review of demand and energy forecasting methodologies Frontier Economics Energex regulatory proposal October 2014 Assessment of Energex s energy consumption and system demand forecasting procedures
More information1 2 A very short description of the functional center network: regarding the Hydraulic and Hydrogeological risk, the national alert system is ensured by the National Civil Protection Department (DPCN),
More informationAppendix C - Risk Assessment: Technical Details. Appendix C - Risk Assessment: Technical Details
Appendix C - Risk Assessment: Technical Details Page C1 C1 Surface Water Modelling 1. Introduction 1.1 BACKGROUND URS Scott Wilson has constructed 13 TUFLOW hydraulic models across the London Boroughs
More informationAlmost all spreadsheet programs are based on a simple concept: the malleable matrix.
MS EXCEL 2000 Spreadsheet Use, Formulas, Functions, References More than any other type of personal computer software, the spreadsheet has changed the way people do business. Spreadsheet software allows
More informationThe development of an information modelling system for regional water resource assessments
FRIEND 2002 Regional Hydrology 1 : Bridging the Gap between Research and Practice (Proceedings ofthe fourth International FRII-ND Conference held al Cape Town. South Africa. March 2002). IAI IS Publ. no.
More informationDirk Nyland - Chief Engineer BC Ministry of Transportation and Infrastructure NRCan - CCIAD Presentation 9 September 2014
Considerations for Addressing Climate Change Adaptation for Transportation Infrastructure in Highway Management, Design, Operation and Maintenance in British Columbia Dirk Nyland - Chief Engineer BC Ministry
More informationReceived: 15 January 2009 Revised: 25 March 2009 Accepted: 28 April 2009 Published: 11 August 2009
Adv. Geosci., 21, 57 62, 2009 Author(s) 2009. This work is distributed under the Creative Commons Attribution 3.0 License. Advances in Geosciences The Volta Basin Water Allocation System: assessing the
More informationSkills Funding Agency
Provider Data Self Assessment Toolkit (PDSAT) v15 User Guide Contents Introduction... 3 1 Before You Start... 4 1.1 Compatibility... 4 1.2 Extract PDSAT... 4 1.3 Trust Center... 4 2. Using PDSAT... 6 2.1
More information14.1. bs^ir^qfkd=obcib`qflk= Ñçê=emI=rkfuI=~åÇ=léÉåsjp=eçëíë
14.1 bs^ir^qfkd=obcib`qflk= Ñçê=emI=rkfuI=~åÇ=léÉåsjp=eçëíë bî~äì~íáåö=oéñäéåíáçå=ñçê=emi=rkfui=~åç=lééåsjp=eçëíë This guide walks you quickly through key Reflection features. It covers: Getting Connected
More informationUse of numerical weather forecast predictions in soil moisture modelling
Use of numerical weather forecast predictions in soil moisture modelling Ari Venäläinen Finnish Meteorological Institute Meteorological research ari.venalainen@fmi.fi OBJECTIVE The weather forecast models
More informationBias correction and resampling of RACMO output for the hydrological modelling of the Rhine
Bias correction and resampling of RACMO output for the hydrological modelling of the Rhine Alexander Bakker, Bart van den Hurk De Bilt, 2011 Technical report; TR-307 Technical report; TR 307 De Bilt, 2011
More informationEVALUATING SOLAR ENERGY PLANTS TO SUPPORT INVESTMENT DECISIONS
EVALUATING SOLAR ENERGY PLANTS TO SUPPORT INVESTMENT DECISIONS Author Marie Schnitzer Director of Solar Services Published for AWS Truewind October 2009 Republished for AWS Truepower: AWS Truepower, LLC
More informationJASPERS Networking Platform
JASPERS Networking Platform Promoting climate change adaptation, risk prevention and management in the Water Sector UK Emergency Warning System Rachel Brisley, Technical Director & Sophie Dusting, Analyst
More informationSQL Server 2014 BI. Lab 04. Enhancing an E-Commerce Web Application with Analysis Services Data Mining in SQL Server 2014. Jump to the Lab Overview
SQL Server 2014 BI Lab 04 Enhancing an E-Commerce Web Application with Analysis Services Data Mining in SQL Server 2014 Jump to the Lab Overview Terms of Use 2014 Microsoft Corporation. All rights reserved.
More informationDeveloping Continuous SCM/CRM Forcing Using NWP Products Constrained by ARM Observations
Developing Continuous SCM/CRM Forcing Using NWP Products Constrained by ARM Observations S. C. Xie, R. T. Cederwall, and J. J. Yio Lawrence Livermore National Laboratory Livermore, California M. H. Zhang
More informationQuantifying Potential Floodplain Restoration Benefits in the Upper Mississippi River Basin, USA
Quantifying Potential Floodplain Restoration Benefits in the Upper Mississippi River Basin, USA Michael Schwar, Ph.D. PE (MARS) Eileen Fretz (American Rivers) Mississippi River Commission/USACE Upper Mississippi
More informationSolar Input Data for PV Energy Modeling
June 2012 Solar Input Data for PV Energy Modeling Marie Schnitzer, Christopher Thuman, Peter Johnson Albany New York, USA Barcelona Spain Bangalore India Company Snapshot Established in 1983; nearly 30
More informationFigure 1.1 The Sandveld area and the Verlorenvlei Catchment - 2 -
Figure 1.1 The Sandveld area and the Verlorenvlei Catchment - 2 - Figure 1.2 Homogenous farming areas in the Verlorenvlei catchment - 3 - - 18 - CHAPTER 3: METHODS 3.1. STUDY AREA The study area, namely
More informationAbaya-Chamo Lakes Physical and Water Resources Characteristics, including Scenarios and Impacts
LARS 2007 Catchment and Lake Research Abaya-Chamo Lakes Physical and Water Resources Characteristics, including Scenarios and Impacts Seleshi Bekele Awulachew International Water Management Institute Introduction
More informationThe IPCC Special Report on Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation
The IPCC Special Report on Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation A changing climate leads to changes in extreme weather and climate events 2 How do changes
More informationHow To Predict Climate Change
A changing climate leads to changes in extreme weather and climate events the focus of Chapter 3 Presented by: David R. Easterling Chapter 3:Changes in Climate Extremes & their Impacts on the Natural Physical
More informationCatalog Creator by On-site Custom Software
Catalog Creator by On-site Custom Software Thank you for purchasing or evaluating this software. If you are only evaluating Catalog Creator, the Free Trial you downloaded is fully-functional and all the
More informationTOPS v3.2.1 Calendar/Scheduler User Guide. By TOPS Software, LLC Clearwater, Florida
TOPS v3.2.1 Calendar/Scheduler User Guide By TOPS Software, LLC Clearwater, Florida Document History Version Edition Date Document Software Trademark Copyright First Edition Second Edition 02 2007 09-2007
More informationADDING VALUE TO BOM FLOOD PREDICTIONS (WITHOUT MESSING AROUND WITH MODELS)
ADDING VALUE TO BOM FLOOD PREDICTIONS (WITHOUT MESSING AROUND WITH MODELS) Mark Babister Steve Opper Peter Cinque Matthew Chadwick Belinda Davies Director, Webb McKeown & Associates Director, Emergency
More informationAdaptation Planning Scenarios in Western Australia
Annex 1: Projections for Change in Climate and Climate Scenarios Climate Change Adaptation Plan: Preparing for and responding to climate risks in the City of Stirling Table of Contents INTRODUCTION...
More informationProposals of Summer Placement Programme 2015
Proposals of Summer Placement Programme 2015 Division Project Title Job description Subject and year of study required A2 Impact of dual-polarization Doppler radar data on Mathematics or short-term related
More informationIntroduction to Microsoft Access 2003
Introduction to Microsoft Access 2003 Zhi Liu School of Information Fall/2006 Introduction and Objectives Microsoft Access 2003 is a powerful, yet easy to learn, relational database application for Microsoft
More informationReport Generator Manual
Report Generator Manual Contents: Copyright 1999-2008, Chris Farmer, All Rights Reserved What is it? What does it do? How to Edit the template to create a personalised Report form What do you need to be
More information16.4.3 Lab: Data Backup and Recovery in Windows XP
16.4.3 Lab: Data Backup and Recovery in Windows XP Introduction Print and complete this lab. In this lab, you will back up data. You will also perform a recovery of the data. Recommended Equipment The
More informationNorthClark Computing, Inc. Bill of Material and Parts Master Maintenance. Administrator s Guide
ERP Consulting Web Development Custom Programming Solutions Desktop & Web Applications for Manfact NorthClark Computing, Inc. Bill of Material and Parts Master Maintenance Administrator s Guide Web and
More informationLATITUDES INTERNATIONAL DESIGN CHALLENGE 2015-16
LATITUDES INTERNATIONAL DESIGN CHALLENGE 2015-16 Design Challenge Resilient working environments: carving the city for small businesses in London Submitted by: University of Westminster MSc Architecture
More informationNew User Tutorial Guide
MadCap Software New User Tutorial Guide Doc-To-Help 3 Copyright 2015 MadCap Software. All rights reserved. Information in this document is subject to change without notice. The software described in this
More information