SlideShare uma empresa Scribd logo
1 de 30
Baixar para ler offline
1
Assessing Cumulative Effects
with Integrated Modelling
Watertech 2015
Dirk Kassenaar
Earthfx Inc.
2
Assessing Cumulative Effects (CE)
► Cumulative Effects studies are an increasing common part of
the water management process
 Other terms include water budgeting, source water protection, well
interference and drought assessment studies
 Climate change assessment is increasing included in these studies
► The phrase Cumulative Impact is also used, but the word
“Effects” does not presume a negative condition
 The term “effects” also suggests a focus on understanding of the
conditions and response within a study area
3
Presentation Outline
► Present some of the different approaches for assessing CE
 Different jurisdictions have developed different methods and
sustainability assessment criteria
 Benefits and limitations of each approach
► Demonstrate what we learned from two different CE studies
► Provide few insights and guidelines for future assessments
4
Minimum Flows and Levels: Florida
► Minimum flows and levels are established for water bodies in order to
prevent significant harm as a result of withdrawals.
 The water management districts are required, by s. 373.042, F.S., to develop
a priority list of water bodies for which they will establish minimum flow and
levels.
► Issues:
 No guidance as to the methodology to be used, nor the meaning of
“significant harm”
 No time frame for identifying the priority list – many delays
 Emerging Environmental Flow Needs (EFN) science suggests we must look at
more than just “low flows”
► Benefits:
 Does recognize the integration of flow and level targets
 Addresses the unique needs of different water bodies and aquifers – does
not attempt to apply one “significant harm” criteria for the whole state
5
Source Water Protection: Ontario
► Staged Water Budget Assessment process to identify “stressed
watersheds”
 Tier 1 and 2 studies are “screening level” assessments
 Tier 3 studies are somewhat customized to the local conditions
► Issues
 Focus only on the sustainability (drawdown) in the municipal supply well
 Simplified ecological impact assessment process (% reduction)
► Benefits:
 Tier 1 and 2 screening process left a foundation (legacy) for future water
management
 Tier 3 also identifies a drawdown protection zone for future evaluations
6
Cumulative Effects: Alberta
► Assessment Approach:
 Groundwater: 50% of available confined system drawdown
 For water diversions in a confined aquifer to be sustainable, the cumulative drawdowns cannot drop the head below the
base of the confining unit and cause the aquifer to become partially saturated. A safety factor is typically added to this
value (e.g., the 50% of the available drawdown limit in the Oilfield Injection Guidelines).
 Surface Water: Alberta Desktop method
 Alberta method makes use of stream gauge data to establish a frequency-duration relationship that represents the
watercourse in a naturalized state. From this relationship, the discharge that is exceeded 80% of the time is assumed to
represent the ecosystem baseflow (EBF) component (as opposed to a percent of the mean annual flow used in the
Tennant Method). No surface water diversions are allowed below the 80% EBF threshold; that is, no reduction in
streamflow is to be permitted for the lowest flows that occur up to 20% of the time. Above the 80% EBF threshold, up to
15% of the available flow can be diverted.
► Benefits: Sound, sophisticated rules
 Must not dewater confined aquifers (will change T)
 Recognition of the importance of frequency-duration streamflow regime
► Issues:
 Sustainability threshold is provincially defined (50%)
 Desktop method must be applied at gauged locations (data requirements)
7
Cumulative Effects Assessment
► Our experience: No set of rules will be ever be perfect
► Suggestions:
 Must recognise the (stream) flows and (groundwater or lake) levels are
highly inter-related
 CE Water budgeting is a “zero sum game”
► No matter the rules, the focus should be on understanding the
behaviour of the system
 Studies that are too focused on assessing targets don’t lay a foundation for
future management and protection
► Integrated SW/GW modelling is really the only tool that looks at
the whole water budget.
8
Integrated GW/SW Modelling
► Water simply does not
care what we call it (SW
or GW)
► Water moves seamlessly
between domains
► Integrated models can
provide an improved
understanding of the
overall behaviour of the
system
9
Case Study 1:
Cumulative Effects and Mining
► Analysis of cumulative effects of
quarry or mine excavations can
be particularly complex because
of the integrated capture of
groundwater, surface water
runoff, snow and rainfall
precipitation.
► Case Study: Municipal well
located near 4 large quarry
excavations
10
Integrated SW and GW Contribution
11
Quarry Discharge
► Quarry discharge is a seasonally varying blend of SW and GW
► Integrated model calibration: observed vs simulated
12
Quarry – Early stage drawdown
► Early stage development
drawdowns are relatively
limited to the shallow system
13
Quarry – Late stage drawdown
► Later developments
breech the lower
confining unit propagate
significantly farther from
the excavations
14
Case Study 1: Insights
► In some scenarios it is virtually impossible to separate SW
and GW impacts
► Early observed impacts may not be representative
 Much of the development has been in the shallow system, where
impacts are relatively modest
 Historic approvals include very deep final quarry floors, which breech
the confining units and significantly increase effects
 Non-linear impact propagation
15
Case Study 2: Oro Moraine
Oro Moraine
Study
watersheds
► Three apparently
similar watersheds
located on the
northwestern shore of
Lake Simcoe
 Oro North
 Hawkstone
 Oro South
► Fully integrated
GSFLOW calibration
16
Selected 10-Year Drought Period
► Recent and relatively prolonged 1960’s drought
 More climate and streamflow data than the 1930’s
 Similar land use
► Hourly climate data from local MNR In-filled Climate Stations
16
1953-1967
17
10-Year
Drought
Response
17
Percent change in average monthly
stream flow
Low drought
sensitivity
watershed
Moderate drought
sensitivity
(small tribs only)
High drought sensitivity
18
Oro Moraine Hydrogeology
► Complex recharge and discharge flow system
► Objective is to understand behavior of 3 watersheds on the east slope of
the moraine
19
Climate Change in Ontario
► Average of 30 GCM-scenarios a show 2 to 4C temp. increase by 2050.
 About double the global estimate.
► Changes in extreme warm temperatures expected to be greater than
changes in annual mean temperature
 Number of days above 30°C to double
 More heat wave and droughts.
► Annual precip. will increase up to 10% in S. Ontario, but
 Summer and fall total rainfall may decrease by up to 10%
 Winter precip. may increase up to 10% in south
 Less precipitation as snow; more lake effect snow though.
 Rainfall intensity and frequency of intense events likely to increase
► How will the Oro watersheds respond?
20
GCM models of Climate Change
► Many different
climate models.
► Predictions of
annual temperature
and precipitation
increase cover a
wide range
► GW/SW models can
be run with a
range of CM
predictions to
bracket range of
likely outcomes
Selected by Percentile
Modelled for this Study
21
Downscaling GCM Models
► Climate predictions are done with Global Circulation Models (GCM).
 Grid scale is large (250 - 400 km cells).
 Results are in terms of annual, seasonal, monthly change.
 Each model has different predictions based on different greenhouse gas
(GHG) emissions scenarios
► Different methods are available for downscaling GCM outputs for use in
local-scale models
 Change Field method was selected for this analysis
► Shift mean of local observed data (e.g. Temp)
► Multiply values by scale factor (e.g. Precip)
 Shift can be on a monthly, seasonal, or annual basis.
► Selected approach does not change frequency or intensity of storms
22
Temperature - Baseline versus CGCM3T63
Daily and Monthly Baseline Temperature versus CGCM3T63
Values shifted by 1.4 to 4.6 C
23
Precipitation - Baseline versus CGCM3T63
Daily and Monthly Baseline Precipitation versus CGCM3T63
Values scaled by -15 to 46%
2424
Change in Total Streamflow – Bluffs Creek (North Oro)
• More flow in winter months.
• Spring freshet is earlier
• Very little change in summer flows
• Strongly GW dominated.
2525
Change in Total Streamflow - Hawkestone Creek
• More flow in winter months.
• Spring freshet is earlier
• Not much change in summer flows – volumes are
similar
• Main branch has a significant GW component
2626
Change in Total Flow – Shellswell Creek (South Oro)
• Similar results.
– More flow in winter months.
– Spring freshet is earlier
• However - Smaller change in summer flows
2727
Change in Total Streamflow – Oro South
• Log Scale: Shows significant reduction in summer flows
• Some scenarios show an order of magnitude decrease in summer low flows
2828
Comparison of Low Flow Change – Bluffs vs Shellswell Creek
• Similar change in winter patterns, change in South
Oro Creeks is more pronounced in summer
Shellswell Creek (South Oro)
Bluffs Creek (North Oro)
GW supported watershed
Runoff dominated watershed
29
Case Study 2 Conclusions:
Drought and Climate Change
► Cumulative effects, drought and climate change response is largely
dependant on the interconnection of the streams to the Moraine aquifer
 Highly variable response based on underlying connection to regional storage
► Using a know drought scenario as a preliminary assessment can build
understanding and confidence in subsequent climate change scenarios
► True insight and the ability to manage the resource into the future
requires a detailed understanding of the system
30
Conclusions
► Cumulative effects analysis requires that we look at the
complete system: SW and GW, flows and levels
► Emphasis should be on understanding the behavior and
response of the system, to enable subsequent management
► Targets and thresholds can be useful, but perhaps best at a
screening level
► Advanced scenario analysis, such as drought and climate
change, is the future of CE analysis

Mais conteúdo relacionado

Mais procurados

Data Management and Calibration Strategies for Integrated Modelling
Data Management and Calibration Strategies for Integrated ModellingData Management and Calibration Strategies for Integrated Modelling
Data Management and Calibration Strategies for Integrated ModellingDirk Kassenaar M.Sc. P.Eng.
 
Integrated Modelling as a Tool for Assessing Groundwater Sustainability under...
Integrated Modelling as a Tool for Assessing Groundwater Sustainability under...Integrated Modelling as a Tool for Assessing Groundwater Sustainability under...
Integrated Modelling as a Tool for Assessing Groundwater Sustainability under...Dirk Kassenaar M.Sc. P.Eng.
 
Dusting Off the Source Water Protection Models: Adaptation and Application of...
Dusting Off the Source Water Protection Models: Adaptation and Application of...Dusting Off the Source Water Protection Models: Adaptation and Application of...
Dusting Off the Source Water Protection Models: Adaptation and Application of...Dirk Kassenaar M.Sc. P.Eng.
 
Assessing Sensitivity to Drought and Climate Change with an Integrated Surfac...
Assessing Sensitivity to Drought and Climate Change with an Integrated Surfac...Assessing Sensitivity to Drought and Climate Change with an Integrated Surfac...
Assessing Sensitivity to Drought and Climate Change with an Integrated Surfac...Dirk Kassenaar M.Sc. P.Eng.
 
Applications of Integrated Surface Water Groundwater Modelling Techniques and...
Applications of Integrated Surface Water Groundwater Modelling Techniques and...Applications of Integrated Surface Water Groundwater Modelling Techniques and...
Applications of Integrated Surface Water Groundwater Modelling Techniques and...Dirk Kassenaar M.Sc. P.Eng.
 
Analysis of Groundwater/Surface Water Interaction at the Site Scale Babcock R...
Analysis of Groundwater/Surface Water Interaction at the Site Scale Babcock R...Analysis of Groundwater/Surface Water Interaction at the Site Scale Babcock R...
Analysis of Groundwater/Surface Water Interaction at the Site Scale Babcock R...Dirk Kassenaar M.Sc. P.Eng.
 
Integrated Surface Water and Groundwater Interaction Modelling using GSFLOW
Integrated Surface Water and Groundwater Interaction Modelling using GSFLOWIntegrated Surface Water and Groundwater Interaction Modelling using GSFLOW
Integrated Surface Water and Groundwater Interaction Modelling using GSFLOWDirk Kassenaar M.Sc. P.Eng.
 
Topography and the Spatial Distribution of Groundwater Recharge and Evapotran...
Topography and the Spatial Distribution of Groundwater Recharge and Evapotran...Topography and the Spatial Distribution of Groundwater Recharge and Evapotran...
Topography and the Spatial Distribution of Groundwater Recharge and Evapotran...Dirk Kassenaar M.Sc. P.Eng.
 
Issues and Strategies for Integrated Model Calibration
Issues and Strategies for Integrated Model CalibrationIssues and Strategies for Integrated Model Calibration
Issues and Strategies for Integrated Model CalibrationDirk Kassenaar M.Sc. P.Eng.
 
A New Methodology for Identifying Ecologically Significant Groundwater Rechar...
A New Methodology for Identifying Ecologically Significant Groundwater Rechar...A New Methodology for Identifying Ecologically Significant Groundwater Rechar...
A New Methodology for Identifying Ecologically Significant Groundwater Rechar...Dirk Kassenaar M.Sc. P.Eng.
 
Integrated Modelling with GSFLOW in a Complex Watershed on the Niagara Escarp...
Integrated Modelling with GSFLOW in a Complex Watershed on the Niagara Escarp...Integrated Modelling with GSFLOW in a Complex Watershed on the Niagara Escarp...
Integrated Modelling with GSFLOW in a Complex Watershed on the Niagara Escarp...Dirk Kassenaar M.Sc. P.Eng.
 
Transient Modelling of Groundwater Flow, Application to Tunnel Dewatering
Transient Modelling of Groundwater Flow, Application to Tunnel DewateringTransient Modelling of Groundwater Flow, Application to Tunnel Dewatering
Transient Modelling of Groundwater Flow, Application to Tunnel DewateringDirk Kassenaar M.Sc. P.Eng.
 
Analysis of Low Impact Development (LID) Strategies using Fully-Integrated Fu...
Analysis of Low Impact Development (LID) Strategies using Fully-Integrated Fu...Analysis of Low Impact Development (LID) Strategies using Fully-Integrated Fu...
Analysis of Low Impact Development (LID) Strategies using Fully-Integrated Fu...Dirk Kassenaar M.Sc. P.Eng.
 
Estimation of Groundwater Recharge Using WetSpass and MODFLOW
Estimation of Groundwater Recharge  Using WetSpass and MODFLOWEstimation of Groundwater Recharge  Using WetSpass and MODFLOW
Estimation of Groundwater Recharge Using WetSpass and MODFLOWPutika Ashfar Khoiri
 
Modelling of a Coastal Aquifer using FEFLOW
Modelling of a Coastal Aquifer using FEFLOWModelling of a Coastal Aquifer using FEFLOW
Modelling of a Coastal Aquifer using FEFLOWC. P. Kumar
 
Climate change impact assessment on hydrology on river basins
Climate change impact assessment on hydrology on river basinsClimate change impact assessment on hydrology on river basins
Climate change impact assessment on hydrology on river basinsAbhiram Kanigolla
 

Mais procurados (20)

Data Management and Calibration Strategies for Integrated Modelling
Data Management and Calibration Strategies for Integrated ModellingData Management and Calibration Strategies for Integrated Modelling
Data Management and Calibration Strategies for Integrated Modelling
 
Integrated Modelling as a Tool for Assessing Groundwater Sustainability under...
Integrated Modelling as a Tool for Assessing Groundwater Sustainability under...Integrated Modelling as a Tool for Assessing Groundwater Sustainability under...
Integrated Modelling as a Tool for Assessing Groundwater Sustainability under...
 
Dusting Off the Source Water Protection Models: Adaptation and Application of...
Dusting Off the Source Water Protection Models: Adaptation and Application of...Dusting Off the Source Water Protection Models: Adaptation and Application of...
Dusting Off the Source Water Protection Models: Adaptation and Application of...
 
Re-thinking recharge
Re-thinking recharge Re-thinking recharge
Re-thinking recharge
 
Assessing Sensitivity to Drought and Climate Change with an Integrated Surfac...
Assessing Sensitivity to Drought and Climate Change with an Integrated Surfac...Assessing Sensitivity to Drought and Climate Change with an Integrated Surfac...
Assessing Sensitivity to Drought and Climate Change with an Integrated Surfac...
 
Applications of Integrated Surface Water Groundwater Modelling Techniques and...
Applications of Integrated Surface Water Groundwater Modelling Techniques and...Applications of Integrated Surface Water Groundwater Modelling Techniques and...
Applications of Integrated Surface Water Groundwater Modelling Techniques and...
 
Analysis of Groundwater/Surface Water Interaction at the Site Scale Babcock R...
Analysis of Groundwater/Surface Water Interaction at the Site Scale Babcock R...Analysis of Groundwater/Surface Water Interaction at the Site Scale Babcock R...
Analysis of Groundwater/Surface Water Interaction at the Site Scale Babcock R...
 
Integrated Surface Water and Groundwater Interaction Modelling using GSFLOW
Integrated Surface Water and Groundwater Interaction Modelling using GSFLOWIntegrated Surface Water and Groundwater Interaction Modelling using GSFLOW
Integrated Surface Water and Groundwater Interaction Modelling using GSFLOW
 
Topography and the Spatial Distribution of Groundwater Recharge and Evapotran...
Topography and the Spatial Distribution of Groundwater Recharge and Evapotran...Topography and the Spatial Distribution of Groundwater Recharge and Evapotran...
Topography and the Spatial Distribution of Groundwater Recharge and Evapotran...
 
Issues and Strategies for Integrated Model Calibration
Issues and Strategies for Integrated Model CalibrationIssues and Strategies for Integrated Model Calibration
Issues and Strategies for Integrated Model Calibration
 
A New Methodology for Identifying Ecologically Significant Groundwater Rechar...
A New Methodology for Identifying Ecologically Significant Groundwater Rechar...A New Methodology for Identifying Ecologically Significant Groundwater Rechar...
A New Methodology for Identifying Ecologically Significant Groundwater Rechar...
 
Watertech Booth Slide 2013
Watertech Booth Slide 2013Watertech Booth Slide 2013
Watertech Booth Slide 2013
 
Integrated Modelling with GSFLOW in a Complex Watershed on the Niagara Escarp...
Integrated Modelling with GSFLOW in a Complex Watershed on the Niagara Escarp...Integrated Modelling with GSFLOW in a Complex Watershed on the Niagara Escarp...
Integrated Modelling with GSFLOW in a Complex Watershed on the Niagara Escarp...
 
Assessment of Low Impact Design (LID)
Assessment of Low Impact Design (LID)Assessment of Low Impact Design (LID)
Assessment of Low Impact Design (LID)
 
Transient Modelling of Groundwater Flow, Application to Tunnel Dewatering
Transient Modelling of Groundwater Flow, Application to Tunnel DewateringTransient Modelling of Groundwater Flow, Application to Tunnel Dewatering
Transient Modelling of Groundwater Flow, Application to Tunnel Dewatering
 
Analysis of Low Impact Development (LID) Strategies using Fully-Integrated Fu...
Analysis of Low Impact Development (LID) Strategies using Fully-Integrated Fu...Analysis of Low Impact Development (LID) Strategies using Fully-Integrated Fu...
Analysis of Low Impact Development (LID) Strategies using Fully-Integrated Fu...
 
Dirk Kassenaar EarthFX Watertech 2016
Dirk Kassenaar EarthFX Watertech 2016 Dirk Kassenaar EarthFX Watertech 2016
Dirk Kassenaar EarthFX Watertech 2016
 
Estimation of Groundwater Recharge Using WetSpass and MODFLOW
Estimation of Groundwater Recharge  Using WetSpass and MODFLOWEstimation of Groundwater Recharge  Using WetSpass and MODFLOW
Estimation of Groundwater Recharge Using WetSpass and MODFLOW
 
Modelling of a Coastal Aquifer using FEFLOW
Modelling of a Coastal Aquifer using FEFLOWModelling of a Coastal Aquifer using FEFLOW
Modelling of a Coastal Aquifer using FEFLOW
 
Climate change impact assessment on hydrology on river basins
Climate change impact assessment on hydrology on river basinsClimate change impact assessment on hydrology on river basins
Climate change impact assessment on hydrology on river basins
 

Destaque

CWRA 2016 Assessing Cumulative Effects of SAGD Operations in the Mackay Water...
CWRA 2016 Assessing Cumulative Effects of SAGD Operations in the Mackay Water...CWRA 2016 Assessing Cumulative Effects of SAGD Operations in the Mackay Water...
CWRA 2016 Assessing Cumulative Effects of SAGD Operations in the Mackay Water...Dirk Kassenaar M.Sc. P.Eng.
 
Meta consolidado de educacion artistica efrain ichpas paquiyauri
Meta consolidado de educacion artistica  efrain ichpas paquiyauriMeta consolidado de educacion artistica  efrain ichpas paquiyauri
Meta consolidado de educacion artistica efrain ichpas paquiyauriEfrain Ichpas Paquiyauri
 
Central African Humid Tropics Sentinel Landscapes Transect (CAFHUT): Working ...
Central African Humid Tropics Sentinel Landscapes Transect (CAFHUT): Working ...Central African Humid Tropics Sentinel Landscapes Transect (CAFHUT): Working ...
Central African Humid Tropics Sentinel Landscapes Transect (CAFHUT): Working ...Forest Trees Sentinel Landscapes
 
Kalamazoo coffee shops
Kalamazoo coffee shopsKalamazoo coffee shops
Kalamazoo coffee shopsSean Montera
 
Apa Peran NGO Untuk Mengurangi Kemiskinan?
Apa Peran NGO Untuk Mengurangi Kemiskinan?Apa Peran NGO Untuk Mengurangi Kemiskinan?
Apa Peran NGO Untuk Mengurangi Kemiskinan?Luqman Praditio
 
Joining efforts. Colocation of CRP research activities within Burkina Faso
Joining efforts. Colocation of CRP research activities within Burkina FasoJoining efforts. Colocation of CRP research activities within Burkina Faso
Joining efforts. Colocation of CRP research activities within Burkina FasoForest Trees Sentinel Landscapes
 
Analyses of Low Impact Development Strategies using Continuous Fully-Distribu...
Analyses of Low Impact Development Strategies using Continuous Fully-Distribu...Analyses of Low Impact Development Strategies using Continuous Fully-Distribu...
Analyses of Low Impact Development Strategies using Continuous Fully-Distribu...Dirk Kassenaar M.Sc. P.Eng.
 
Assessing Cumulative Effects of SAGD Operations in the Mackay Watershed
Assessing Cumulative Effects of SAGD Operations in the Mackay WatershedAssessing Cumulative Effects of SAGD Operations in the Mackay Watershed
Assessing Cumulative Effects of SAGD Operations in the Mackay WatershedDirk Kassenaar M.Sc. P.Eng.
 
Europian Commission’s Humanitarian Aid Department sebagai Komisi Bantuan Uni...
 Europian Commission’s Humanitarian Aid Department sebagai Komisi Bantuan Uni... Europian Commission’s Humanitarian Aid Department sebagai Komisi Bantuan Uni...
Europian Commission’s Humanitarian Aid Department sebagai Komisi Bantuan Uni...Luqman Praditio
 
Priyanka Mahajan resume for ECE 1.5.6.8
Priyanka Mahajan resume for ECE 1.5.6.8Priyanka Mahajan resume for ECE 1.5.6.8
Priyanka Mahajan resume for ECE 1.5.6.8Priyanka Mahajan
 
Long term socio ecological research sites for CRP6 – designing the methodology
Long term socio ecological research sites for CRP6 – designing the methodologyLong term socio ecological research sites for CRP6 – designing the methodology
Long term socio ecological research sites for CRP6 – designing the methodologyForest Trees Sentinel Landscapes
 
Financial Analysis as an Instrument In Predicting The Company Performance
Financial Analysis as an Instrument In Predicting The Company PerformanceFinancial Analysis as an Instrument In Predicting The Company Performance
Financial Analysis as an Instrument In Predicting The Company PerformanceLuqman Praditio
 
To Win the Peace by Richard Hawkins
To Win the Peace by Richard HawkinsTo Win the Peace by Richard Hawkins
To Win the Peace by Richard HawkinsRichard Hawkins
 

Destaque (19)

CWRA 2016 Assessing Cumulative Effects of SAGD Operations in the Mackay Water...
CWRA 2016 Assessing Cumulative Effects of SAGD Operations in the Mackay Water...CWRA 2016 Assessing Cumulative Effects of SAGD Operations in the Mackay Water...
CWRA 2016 Assessing Cumulative Effects of SAGD Operations in the Mackay Water...
 
Meta consolidado de educacion artistica efrain ichpas paquiyauri
Meta consolidado de educacion artistica  efrain ichpas paquiyauriMeta consolidado de educacion artistica  efrain ichpas paquiyauri
Meta consolidado de educacion artistica efrain ichpas paquiyauri
 
Central African Humid Tropics Sentinel Landscapes Transect (CAFHUT): Working ...
Central African Humid Tropics Sentinel Landscapes Transect (CAFHUT): Working ...Central African Humid Tropics Sentinel Landscapes Transect (CAFHUT): Working ...
Central African Humid Tropics Sentinel Landscapes Transect (CAFHUT): Working ...
 
Kalamazoo coffee shops
Kalamazoo coffee shopsKalamazoo coffee shops
Kalamazoo coffee shops
 
Apa Peran NGO Untuk Mengurangi Kemiskinan?
Apa Peran NGO Untuk Mengurangi Kemiskinan?Apa Peran NGO Untuk Mengurangi Kemiskinan?
Apa Peran NGO Untuk Mengurangi Kemiskinan?
 
Joining efforts. Colocation of CRP research activities within Burkina Faso
Joining efforts. Colocation of CRP research activities within Burkina FasoJoining efforts. Colocation of CRP research activities within Burkina Faso
Joining efforts. Colocation of CRP research activities within Burkina Faso
 
Oil palm: Landscapes, market chains and investment flows
Oil palm: Landscapes, market chains and investment flowsOil palm: Landscapes, market chains and investment flows
Oil palm: Landscapes, market chains and investment flows
 
Analyses of Low Impact Development Strategies using Continuous Fully-Distribu...
Analyses of Low Impact Development Strategies using Continuous Fully-Distribu...Analyses of Low Impact Development Strategies using Continuous Fully-Distribu...
Analyses of Low Impact Development Strategies using Continuous Fully-Distribu...
 
Assessing Cumulative Effects of SAGD Operations in the Mackay Watershed
Assessing Cumulative Effects of SAGD Operations in the Mackay WatershedAssessing Cumulative Effects of SAGD Operations in the Mackay Watershed
Assessing Cumulative Effects of SAGD Operations in the Mackay Watershed
 
Europian Commission’s Humanitarian Aid Department sebagai Komisi Bantuan Uni...
 Europian Commission’s Humanitarian Aid Department sebagai Komisi Bantuan Uni... Europian Commission’s Humanitarian Aid Department sebagai Komisi Bantuan Uni...
Europian Commission’s Humanitarian Aid Department sebagai Komisi Bantuan Uni...
 
Priyanka Mahajan resume for ECE 1.5.6.8
Priyanka Mahajan resume for ECE 1.5.6.8Priyanka Mahajan resume for ECE 1.5.6.8
Priyanka Mahajan resume for ECE 1.5.6.8
 
Sentinel Landscape Nicaragua-Honduras advances to 2014
Sentinel Landscape Nicaragua-Honduras advances to 2014Sentinel Landscape Nicaragua-Honduras advances to 2014
Sentinel Landscape Nicaragua-Honduras advances to 2014
 
Using IFRI data: Two examples
Using IFRI data: Two examplesUsing IFRI data: Two examples
Using IFRI data: Two examples
 
Long term socio ecological research sites for CRP6 – designing the methodology
Long term socio ecological research sites for CRP6 – designing the methodologyLong term socio ecological research sites for CRP6 – designing the methodology
Long term socio ecological research sites for CRP6 – designing the methodology
 
Financial Analysis as an Instrument In Predicting The Company Performance
Financial Analysis as an Instrument In Predicting The Company PerformanceFinancial Analysis as an Instrument In Predicting The Company Performance
Financial Analysis as an Instrument In Predicting The Company Performance
 
Linking Household to other data
Linking Household to other dataLinking Household to other data
Linking Household to other data
 
Lessons Western Ghats
Lessons Western GhatsLessons Western Ghats
Lessons Western Ghats
 
10 Articles 20.3.16
10 Articles 20.3.1610 Articles 20.3.16
10 Articles 20.3.16
 
To Win the Peace by Richard Hawkins
To Win the Peace by Richard HawkinsTo Win the Peace by Richard Hawkins
To Win the Peace by Richard Hawkins
 

Semelhante a Assessing Cumulative Effects with Integrated Modelling

Ozwater 12 Presentation on Climate Change Impacts On Sydney S Water Supply
Ozwater 12 Presentation on  Climate Change Impacts On Sydney S Water SupplyOzwater 12 Presentation on  Climate Change Impacts On Sydney S Water Supply
Ozwater 12 Presentation on Climate Change Impacts On Sydney S Water SupplyMahesMaheswaran
 
IUKWC Workshop Nov16: Developing Hydro-climatic Services for Water Security –...
IUKWC Workshop Nov16: Developing Hydro-climatic Services for Water Security –...IUKWC Workshop Nov16: Developing Hydro-climatic Services for Water Security –...
IUKWC Workshop Nov16: Developing Hydro-climatic Services for Water Security –...India UK Water Centre (IUKWC)
 
Vassar et al., EPA/USGS Aquatic Life Report
Vassar et al., EPA/USGS Aquatic Life ReportVassar et al., EPA/USGS Aquatic Life Report
Vassar et al., EPA/USGS Aquatic Life ReportTWCA
 
1.1 Climate change and impacts on hydrological extremes (P.Willems)
1.1 Climate change and impacts on hydrological extremes (P.Willems)1.1 Climate change and impacts on hydrological extremes (P.Willems)
1.1 Climate change and impacts on hydrological extremes (P.Willems)Stevie Swenne
 
Climate Change Adaptation and Resilience | Water in the Oil & Gas Sector
Climate Change Adaptation and Resilience | Water in the Oil & Gas SectorClimate Change Adaptation and Resilience | Water in the Oil & Gas Sector
Climate Change Adaptation and Resilience | Water in the Oil & Gas SectorAdvisian
 
Climate change and hydrological modeling.pptx
Climate change and hydrological modeling.pptxClimate change and hydrological modeling.pptx
Climate change and hydrological modeling.pptxtameneaDemissie
 
What You Need to Know About NOAA Atlas 14, Gregory Waller - National Oceanic ...
What You Need to Know About NOAA Atlas 14, Gregory Waller - National Oceanic ...What You Need to Know About NOAA Atlas 14, Gregory Waller - National Oceanic ...
What You Need to Know About NOAA Atlas 14, Gregory Waller - National Oceanic ...TWCA
 
The challenge of managing water resources under uncertainty
The challenge of managing water resources under uncertaintyThe challenge of managing water resources under uncertainty
The challenge of managing water resources under uncertaintyREACH_Programme
 
Introducing climate change in river basin management
Introducing climate change in river basin managementIntroducing climate change in river basin management
Introducing climate change in river basin managementLia Romano
 
Exploring environmental flow regimes in the lower sesan in cambodia
Exploring environmental flow regimes in the lower sesan in cambodiaExploring environmental flow regimes in the lower sesan in cambodia
Exploring environmental flow regimes in the lower sesan in cambodiaCPWF Mekong
 
Climate change impact assessment on watershed management
Climate change impact assessment on watershed managementClimate change impact assessment on watershed management
Climate change impact assessment on watershed managementAakash Bagchi
 
Integrated Groundwater/Surface Water Modelling to Assess Irrigation Demand an...
Integrated Groundwater/Surface Water Modelling to Assess Irrigation Demand an...Integrated Groundwater/Surface Water Modelling to Assess Irrigation Demand an...
Integrated Groundwater/Surface Water Modelling to Assess Irrigation Demand an...john Kassenaar
 
DSD-INT 2021 Impact of Desalination and Climate Change on Salinity levels in ...
DSD-INT 2021 Impact of Desalination and Climate Change on Salinity levels in ...DSD-INT 2021 Impact of Desalination and Climate Change on Salinity levels in ...
DSD-INT 2021 Impact of Desalination and Climate Change on Salinity levels in ...Deltares
 

Semelhante a Assessing Cumulative Effects with Integrated Modelling (20)

Modeling the water food-energy nexus in the arab world
Modeling the water food-energy nexus in the arab worldModeling the water food-energy nexus in the arab world
Modeling the water food-energy nexus in the arab world
 
Water and Productivity Impacts for the NBDC
Water and Productivity Impacts for the NBDCWater and Productivity Impacts for the NBDC
Water and Productivity Impacts for the NBDC
 
Ozwater 12 Presentation on Climate Change Impacts On Sydney S Water Supply
Ozwater 12 Presentation on  Climate Change Impacts On Sydney S Water SupplyOzwater 12 Presentation on  Climate Change Impacts On Sydney S Water Supply
Ozwater 12 Presentation on Climate Change Impacts On Sydney S Water Supply
 
The role of climate variability and climate change in NSW water sharing arran...
The role of climate variability and climate change in NSW water sharing arran...The role of climate variability and climate change in NSW water sharing arran...
The role of climate variability and climate change in NSW water sharing arran...
 
IUKWC Workshop Nov16: Developing Hydro-climatic Services for Water Security –...
IUKWC Workshop Nov16: Developing Hydro-climatic Services for Water Security –...IUKWC Workshop Nov16: Developing Hydro-climatic Services for Water Security –...
IUKWC Workshop Nov16: Developing Hydro-climatic Services for Water Security –...
 
Vassar et al., EPA/USGS Aquatic Life Report
Vassar et al., EPA/USGS Aquatic Life ReportVassar et al., EPA/USGS Aquatic Life Report
Vassar et al., EPA/USGS Aquatic Life Report
 
1.1 Climate change and impacts on hydrological extremes (P.Willems)
1.1 Climate change and impacts on hydrological extremes (P.Willems)1.1 Climate change and impacts on hydrological extremes (P.Willems)
1.1 Climate change and impacts on hydrological extremes (P.Willems)
 
Climate Change Adaptation and Resilience | Water in the Oil & Gas Sector
Climate Change Adaptation and Resilience | Water in the Oil & Gas SectorClimate Change Adaptation and Resilience | Water in the Oil & Gas Sector
Climate Change Adaptation and Resilience | Water in the Oil & Gas Sector
 
A Collaborative Modeling Approach - Singletary
A Collaborative Modeling Approach - SingletaryA Collaborative Modeling Approach - Singletary
A Collaborative Modeling Approach - Singletary
 
Consequences Of Stand Age And Structure On Forest Water Yield
Consequences Of Stand Age And Structure On Forest Water Yield     Consequences Of Stand Age And Structure On Forest Water Yield
Consequences Of Stand Age And Structure On Forest Water Yield
 
Climate change and hydrological modeling.pptx
Climate change and hydrological modeling.pptxClimate change and hydrological modeling.pptx
Climate change and hydrological modeling.pptx
 
What You Need to Know About NOAA Atlas 14, Gregory Waller - National Oceanic ...
What You Need to Know About NOAA Atlas 14, Gregory Waller - National Oceanic ...What You Need to Know About NOAA Atlas 14, Gregory Waller - National Oceanic ...
What You Need to Know About NOAA Atlas 14, Gregory Waller - National Oceanic ...
 
The challenge of managing water resources under uncertainty
The challenge of managing water resources under uncertaintyThe challenge of managing water resources under uncertainty
The challenge of managing water resources under uncertainty
 
Introducing climate change in river basin management
Introducing climate change in river basin managementIntroducing climate change in river basin management
Introducing climate change in river basin management
 
Exploring environmental flow regimes in the lower sesan in cambodia
Exploring environmental flow regimes in the lower sesan in cambodiaExploring environmental flow regimes in the lower sesan in cambodia
Exploring environmental flow regimes in the lower sesan in cambodia
 
Climate change impact assessment on watershed management
Climate change impact assessment on watershed managementClimate change impact assessment on watershed management
Climate change impact assessment on watershed management
 
Wise Sess11 102509
Wise Sess11 102509Wise Sess11 102509
Wise Sess11 102509
 
Integrated Groundwater/Surface Water Modelling to Assess Irrigation Demand an...
Integrated Groundwater/Surface Water Modelling to Assess Irrigation Demand an...Integrated Groundwater/Surface Water Modelling to Assess Irrigation Demand an...
Integrated Groundwater/Surface Water Modelling to Assess Irrigation Demand an...
 
Basics of Climate Change
Basics of Climate ChangeBasics of Climate Change
Basics of Climate Change
 
DSD-INT 2021 Impact of Desalination and Climate Change on Salinity levels in ...
DSD-INT 2021 Impact of Desalination and Climate Change on Salinity levels in ...DSD-INT 2021 Impact of Desalination and Climate Change on Salinity levels in ...
DSD-INT 2021 Impact of Desalination and Climate Change on Salinity levels in ...
 

Último

(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxupamatechverse
 
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSHARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSRajkumarAkumalla
 
Microscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxMicroscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxpurnimasatapathy1234
 
AKTU Computer Networks notes --- Unit 3.pdf
AKTU Computer Networks notes ---  Unit 3.pdfAKTU Computer Networks notes ---  Unit 3.pdf
AKTU Computer Networks notes --- Unit 3.pdfankushspencer015
 
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...Call Girls in Nagpur High Profile
 
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
Extrusion Processes and Their Limitations
Extrusion Processes and Their LimitationsExtrusion Processes and Their Limitations
Extrusion Processes and Their Limitations120cr0395
 
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
Introduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxIntroduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxupamatechverse
 
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
KubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghlyKubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghlysanyuktamishra911
 
Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)simmis5
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxAsutosh Ranjan
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...ranjana rawat
 
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordCCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordAsst.prof M.Gokilavani
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Christo Ananth
 
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escortsranjana rawat
 

Último (20)

(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptx
 
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSHARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
 
Microscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxMicroscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptx
 
AKTU Computer Networks notes --- Unit 3.pdf
AKTU Computer Networks notes ---  Unit 3.pdfAKTU Computer Networks notes ---  Unit 3.pdf
AKTU Computer Networks notes --- Unit 3.pdf
 
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
 
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
 
Extrusion Processes and Their Limitations
Extrusion Processes and Their LimitationsExtrusion Processes and Their Limitations
Extrusion Processes and Their Limitations
 
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
Introduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxIntroduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptx
 
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
 
KubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghlyKubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghly
 
Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptx
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
 
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
 
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordCCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
 
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
 
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
 

Assessing Cumulative Effects with Integrated Modelling

  • 1. 1 Assessing Cumulative Effects with Integrated Modelling Watertech 2015 Dirk Kassenaar Earthfx Inc.
  • 2. 2 Assessing Cumulative Effects (CE) ► Cumulative Effects studies are an increasing common part of the water management process  Other terms include water budgeting, source water protection, well interference and drought assessment studies  Climate change assessment is increasing included in these studies ► The phrase Cumulative Impact is also used, but the word “Effects” does not presume a negative condition  The term “effects” also suggests a focus on understanding of the conditions and response within a study area
  • 3. 3 Presentation Outline ► Present some of the different approaches for assessing CE  Different jurisdictions have developed different methods and sustainability assessment criteria  Benefits and limitations of each approach ► Demonstrate what we learned from two different CE studies ► Provide few insights and guidelines for future assessments
  • 4. 4 Minimum Flows and Levels: Florida ► Minimum flows and levels are established for water bodies in order to prevent significant harm as a result of withdrawals.  The water management districts are required, by s. 373.042, F.S., to develop a priority list of water bodies for which they will establish minimum flow and levels. ► Issues:  No guidance as to the methodology to be used, nor the meaning of “significant harm”  No time frame for identifying the priority list – many delays  Emerging Environmental Flow Needs (EFN) science suggests we must look at more than just “low flows” ► Benefits:  Does recognize the integration of flow and level targets  Addresses the unique needs of different water bodies and aquifers – does not attempt to apply one “significant harm” criteria for the whole state
  • 5. 5 Source Water Protection: Ontario ► Staged Water Budget Assessment process to identify “stressed watersheds”  Tier 1 and 2 studies are “screening level” assessments  Tier 3 studies are somewhat customized to the local conditions ► Issues  Focus only on the sustainability (drawdown) in the municipal supply well  Simplified ecological impact assessment process (% reduction) ► Benefits:  Tier 1 and 2 screening process left a foundation (legacy) for future water management  Tier 3 also identifies a drawdown protection zone for future evaluations
  • 6. 6 Cumulative Effects: Alberta ► Assessment Approach:  Groundwater: 50% of available confined system drawdown  For water diversions in a confined aquifer to be sustainable, the cumulative drawdowns cannot drop the head below the base of the confining unit and cause the aquifer to become partially saturated. A safety factor is typically added to this value (e.g., the 50% of the available drawdown limit in the Oilfield Injection Guidelines).  Surface Water: Alberta Desktop method  Alberta method makes use of stream gauge data to establish a frequency-duration relationship that represents the watercourse in a naturalized state. From this relationship, the discharge that is exceeded 80% of the time is assumed to represent the ecosystem baseflow (EBF) component (as opposed to a percent of the mean annual flow used in the Tennant Method). No surface water diversions are allowed below the 80% EBF threshold; that is, no reduction in streamflow is to be permitted for the lowest flows that occur up to 20% of the time. Above the 80% EBF threshold, up to 15% of the available flow can be diverted. ► Benefits: Sound, sophisticated rules  Must not dewater confined aquifers (will change T)  Recognition of the importance of frequency-duration streamflow regime ► Issues:  Sustainability threshold is provincially defined (50%)  Desktop method must be applied at gauged locations (data requirements)
  • 7. 7 Cumulative Effects Assessment ► Our experience: No set of rules will be ever be perfect ► Suggestions:  Must recognise the (stream) flows and (groundwater or lake) levels are highly inter-related  CE Water budgeting is a “zero sum game” ► No matter the rules, the focus should be on understanding the behaviour of the system  Studies that are too focused on assessing targets don’t lay a foundation for future management and protection ► Integrated SW/GW modelling is really the only tool that looks at the whole water budget.
  • 8. 8 Integrated GW/SW Modelling ► Water simply does not care what we call it (SW or GW) ► Water moves seamlessly between domains ► Integrated models can provide an improved understanding of the overall behaviour of the system
  • 9. 9 Case Study 1: Cumulative Effects and Mining ► Analysis of cumulative effects of quarry or mine excavations can be particularly complex because of the integrated capture of groundwater, surface water runoff, snow and rainfall precipitation. ► Case Study: Municipal well located near 4 large quarry excavations
  • 10. 10 Integrated SW and GW Contribution
  • 11. 11 Quarry Discharge ► Quarry discharge is a seasonally varying blend of SW and GW ► Integrated model calibration: observed vs simulated
  • 12. 12 Quarry – Early stage drawdown ► Early stage development drawdowns are relatively limited to the shallow system
  • 13. 13 Quarry – Late stage drawdown ► Later developments breech the lower confining unit propagate significantly farther from the excavations
  • 14. 14 Case Study 1: Insights ► In some scenarios it is virtually impossible to separate SW and GW impacts ► Early observed impacts may not be representative  Much of the development has been in the shallow system, where impacts are relatively modest  Historic approvals include very deep final quarry floors, which breech the confining units and significantly increase effects  Non-linear impact propagation
  • 15. 15 Case Study 2: Oro Moraine Oro Moraine Study watersheds ► Three apparently similar watersheds located on the northwestern shore of Lake Simcoe  Oro North  Hawkstone  Oro South ► Fully integrated GSFLOW calibration
  • 16. 16 Selected 10-Year Drought Period ► Recent and relatively prolonged 1960’s drought  More climate and streamflow data than the 1930’s  Similar land use ► Hourly climate data from local MNR In-filled Climate Stations 16 1953-1967
  • 17. 17 10-Year Drought Response 17 Percent change in average monthly stream flow Low drought sensitivity watershed Moderate drought sensitivity (small tribs only) High drought sensitivity
  • 18. 18 Oro Moraine Hydrogeology ► Complex recharge and discharge flow system ► Objective is to understand behavior of 3 watersheds on the east slope of the moraine
  • 19. 19 Climate Change in Ontario ► Average of 30 GCM-scenarios a show 2 to 4C temp. increase by 2050.  About double the global estimate. ► Changes in extreme warm temperatures expected to be greater than changes in annual mean temperature  Number of days above 30°C to double  More heat wave and droughts. ► Annual precip. will increase up to 10% in S. Ontario, but  Summer and fall total rainfall may decrease by up to 10%  Winter precip. may increase up to 10% in south  Less precipitation as snow; more lake effect snow though.  Rainfall intensity and frequency of intense events likely to increase ► How will the Oro watersheds respond?
  • 20. 20 GCM models of Climate Change ► Many different climate models. ► Predictions of annual temperature and precipitation increase cover a wide range ► GW/SW models can be run with a range of CM predictions to bracket range of likely outcomes Selected by Percentile Modelled for this Study
  • 21. 21 Downscaling GCM Models ► Climate predictions are done with Global Circulation Models (GCM).  Grid scale is large (250 - 400 km cells).  Results are in terms of annual, seasonal, monthly change.  Each model has different predictions based on different greenhouse gas (GHG) emissions scenarios ► Different methods are available for downscaling GCM outputs for use in local-scale models  Change Field method was selected for this analysis ► Shift mean of local observed data (e.g. Temp) ► Multiply values by scale factor (e.g. Precip)  Shift can be on a monthly, seasonal, or annual basis. ► Selected approach does not change frequency or intensity of storms
  • 22. 22 Temperature - Baseline versus CGCM3T63 Daily and Monthly Baseline Temperature versus CGCM3T63 Values shifted by 1.4 to 4.6 C
  • 23. 23 Precipitation - Baseline versus CGCM3T63 Daily and Monthly Baseline Precipitation versus CGCM3T63 Values scaled by -15 to 46%
  • 24. 2424 Change in Total Streamflow – Bluffs Creek (North Oro) • More flow in winter months. • Spring freshet is earlier • Very little change in summer flows • Strongly GW dominated.
  • 25. 2525 Change in Total Streamflow - Hawkestone Creek • More flow in winter months. • Spring freshet is earlier • Not much change in summer flows – volumes are similar • Main branch has a significant GW component
  • 26. 2626 Change in Total Flow – Shellswell Creek (South Oro) • Similar results. – More flow in winter months. – Spring freshet is earlier • However - Smaller change in summer flows
  • 27. 2727 Change in Total Streamflow – Oro South • Log Scale: Shows significant reduction in summer flows • Some scenarios show an order of magnitude decrease in summer low flows
  • 28. 2828 Comparison of Low Flow Change – Bluffs vs Shellswell Creek • Similar change in winter patterns, change in South Oro Creeks is more pronounced in summer Shellswell Creek (South Oro) Bluffs Creek (North Oro) GW supported watershed Runoff dominated watershed
  • 29. 29 Case Study 2 Conclusions: Drought and Climate Change ► Cumulative effects, drought and climate change response is largely dependant on the interconnection of the streams to the Moraine aquifer  Highly variable response based on underlying connection to regional storage ► Using a know drought scenario as a preliminary assessment can build understanding and confidence in subsequent climate change scenarios ► True insight and the ability to manage the resource into the future requires a detailed understanding of the system
  • 30. 30 Conclusions ► Cumulative effects analysis requires that we look at the complete system: SW and GW, flows and levels ► Emphasis should be on understanding the behavior and response of the system, to enable subsequent management ► Targets and thresholds can be useful, but perhaps best at a screening level ► Advanced scenario analysis, such as drought and climate change, is the future of CE analysis