SlideShare a Scribd company logo
1 of 7
Download to read offline
Radar rainfall nowcasting techniques for
operational water management
An opportunity for your operational systems?
RUBEN IMHOFF1,2
THANKS TO: CLAUDIA BRAUER 1, AART OVEREEM 1,3, HIDDE LEIJNSE3, KLAAS-JAN VAN HEERINGEN 2,
ALBRECHT WEERTS1,2 & REMKO UIJLENHOET1
1 W A G E N I N G E N U N I V E R S I T Y - 2 D E L T A R E S - 3 R O Y A L N E T H E R L A N D S M E T E O R O L O G I C A L I N S T I T U T E ( K N M I )
A short introduction to nowcasting
Aangepaste versie van : Germann et al., J. Atmos. Sc., 2006
An example nowcast for the Netherlands
Reference Rainymotion
DenseRotation
Zooming in on a
catchment
Example for the area
around catchment the
Regge (957 km2 - east
of the Netherlands)
Some conclusions: based on a large sample
analysis of nowcasting techniques for 1,533 events
Skill was found to depend on:
1) Event type and duration: Increasing for longer events, skilfull
lead times range from 25 min (1-h events) to 116 min (24-h)
2) Season: Decreasing skill towards summer
3) Location: Increasing in the downwind direction
4) Catchment size: Increasing with larger catchment size
Average absolute error per season
Current work: hydrological analysis of
the 1533 events using Delft-FEWS
Reference pySTEPS deterministic (S-PROG) pySTEPS probabilistic
+15 hours ahead
Dwarsdiep (Noorderzijlvest)
Do you want to
know more?
Join the break-out session on radar
rainfall estimation and nowcasting
tools (today 17:05 – 18:00)!
• From reflectivity to rainfall rate
• Pre- and post-processing of radar
images
• Nowcasting
• Usage in Delft-FEWS
Ruben.Imhoff@deltares.nl

More Related Content

What's hot

DSD-INT 2016 The eWaterCyle global Hydrological forecasting system - Drost
DSD-INT 2016 The eWaterCyle global Hydrological forecasting system - DrostDSD-INT 2016 The eWaterCyle global Hydrological forecasting system - Drost
DSD-INT 2016 The eWaterCyle global Hydrological forecasting system - DrostDeltares
 
NDGISUC2017 - Development of an Open Source Alternative Climate Database Utility
NDGISUC2017 - Development of an Open Source Alternative Climate Database UtilityNDGISUC2017 - Development of an Open Source Alternative Climate Database Utility
NDGISUC2017 - Development of an Open Source Alternative Climate Database UtilityNorth Dakota GIS Hub
 
DSD-INT 2016 Data assimilation to improve volcanic ash forecasts using LOTOS-...
DSD-INT 2016 Data assimilation to improve volcanic ash forecasts using LOTOS-...DSD-INT 2016 Data assimilation to improve volcanic ash forecasts using LOTOS-...
DSD-INT 2016 Data assimilation to improve volcanic ash forecasts using LOTOS-...Deltares
 
Ch 14. weather forecasting ( application of data logging)
Ch 14. weather forecasting ( application of data logging)Ch 14. weather forecasting ( application of data logging)
Ch 14. weather forecasting ( application of data logging)Khan Yousafzai
 
An Investigation of Weather Forecasting using Machine Learning Techniques
An Investigation of Weather Forecasting using Machine Learning TechniquesAn Investigation of Weather Forecasting using Machine Learning Techniques
An Investigation of Weather Forecasting using Machine Learning TechniquesDr. Amarjeet Singh
 
Hydrology measuring rain
Hydrology measuring rainHydrology measuring rain
Hydrology measuring rainSajjad Ahmad
 
Leakage detection in water pipe networks using Ground Penetrating Radar (GPR)...
Leakage detection in water pipe networks using Ground Penetrating Radar (GPR)...Leakage detection in water pipe networks using Ground Penetrating Radar (GPR)...
Leakage detection in water pipe networks using Ground Penetrating Radar (GPR)...Dai Shi
 
Progress and Challenges for the Use of Deep Learning to Improve Weather Forec...
Progress and Challenges for the Use of Deep Learning to Improve Weather Forec...Progress and Challenges for the Use of Deep Learning to Improve Weather Forec...
Progress and Challenges for the Use of Deep Learning to Improve Weather Forec...inside-BigData.com
 
Flood frequency analysis of river kosi, uttarakhand, india using statistical ...
Flood frequency analysis of river kosi, uttarakhand, india using statistical ...Flood frequency analysis of river kosi, uttarakhand, india using statistical ...
Flood frequency analysis of river kosi, uttarakhand, india using statistical ...eSAT Journals
 
CE-235 EH Coursepack 2010
CE-235 EH Coursepack 2010CE-235 EH Coursepack 2010
CE-235 EH Coursepack 2010Sajjad Ahmad
 
Hydrology/Hydraulic Model for South Boston CSO Project
Hydrology/Hydraulic Model for South Boston CSO Project Hydrology/Hydraulic Model for South Boston CSO Project
Hydrology/Hydraulic Model for South Boston CSO Project dingfangliu
 
Precipitation and its estimation
Precipitation and its estimationPrecipitation and its estimation
Precipitation and its estimationMohsin Siddique
 
A study on comparision of runoff estimated by Empirical formulae with Measure...
A study on comparision of runoff estimated by Empirical formulae with Measure...A study on comparision of runoff estimated by Empirical formulae with Measure...
A study on comparision of runoff estimated by Empirical formulae with Measure...Ahmed Ali S D
 
Advanced weatherpredictionoct01
Advanced weatherpredictionoct01Advanced weatherpredictionoct01
Advanced weatherpredictionoct01Clifford Stone
 
Downey_MG_Maryland_Tt format
Downey_MG_Maryland_Tt formatDowney_MG_Maryland_Tt format
Downey_MG_Maryland_Tt formatMelissa Geraghty
 
Rapid hydrogen and methane sensors for wireless leak detection
Rapid hydrogen and methane sensors for wireless leak detectionRapid hydrogen and methane sensors for wireless leak detection
Rapid hydrogen and methane sensors for wireless leak detectionSherry Huang
 
Francisco J. Doblas-Big Data y cambio climático
Francisco J. Doblas-Big Data y cambio climáticoFrancisco J. Doblas-Big Data y cambio climático
Francisco J. Doblas-Big Data y cambio climáticoFundación Ramón Areces
 
2014_Intern_Symposium_Poster_Thomas_Freeman_Final
2014_Intern_Symposium_Poster_Thomas_Freeman_Final2014_Intern_Symposium_Poster_Thomas_Freeman_Final
2014_Intern_Symposium_Poster_Thomas_Freeman_FinalTrey Freeman
 

What's hot (20)

DSD-INT 2016 The eWaterCyle global Hydrological forecasting system - Drost
DSD-INT 2016 The eWaterCyle global Hydrological forecasting system - DrostDSD-INT 2016 The eWaterCyle global Hydrological forecasting system - Drost
DSD-INT 2016 The eWaterCyle global Hydrological forecasting system - Drost
 
NDGISUC2017 - Development of an Open Source Alternative Climate Database Utility
NDGISUC2017 - Development of an Open Source Alternative Climate Database UtilityNDGISUC2017 - Development of an Open Source Alternative Climate Database Utility
NDGISUC2017 - Development of an Open Source Alternative Climate Database Utility
 
DSD-INT 2016 Data assimilation to improve volcanic ash forecasts using LOTOS-...
DSD-INT 2016 Data assimilation to improve volcanic ash forecasts using LOTOS-...DSD-INT 2016 Data assimilation to improve volcanic ash forecasts using LOTOS-...
DSD-INT 2016 Data assimilation to improve volcanic ash forecasts using LOTOS-...
 
Ch 14. weather forecasting ( application of data logging)
Ch 14. weather forecasting ( application of data logging)Ch 14. weather forecasting ( application of data logging)
Ch 14. weather forecasting ( application of data logging)
 
An Investigation of Weather Forecasting using Machine Learning Techniques
An Investigation of Weather Forecasting using Machine Learning TechniquesAn Investigation of Weather Forecasting using Machine Learning Techniques
An Investigation of Weather Forecasting using Machine Learning Techniques
 
Hydrology measuring rain
Hydrology measuring rainHydrology measuring rain
Hydrology measuring rain
 
Leakage detection in water pipe networks using Ground Penetrating Radar (GPR)...
Leakage detection in water pipe networks using Ground Penetrating Radar (GPR)...Leakage detection in water pipe networks using Ground Penetrating Radar (GPR)...
Leakage detection in water pipe networks using Ground Penetrating Radar (GPR)...
 
ex_abs_framework-2
ex_abs_framework-2ex_abs_framework-2
ex_abs_framework-2
 
weather forecasting
weather forecasting weather forecasting
weather forecasting
 
Progress and Challenges for the Use of Deep Learning to Improve Weather Forec...
Progress and Challenges for the Use of Deep Learning to Improve Weather Forec...Progress and Challenges for the Use of Deep Learning to Improve Weather Forec...
Progress and Challenges for the Use of Deep Learning to Improve Weather Forec...
 
Flood frequency analysis of river kosi, uttarakhand, india using statistical ...
Flood frequency analysis of river kosi, uttarakhand, india using statistical ...Flood frequency analysis of river kosi, uttarakhand, india using statistical ...
Flood frequency analysis of river kosi, uttarakhand, india using statistical ...
 
CE-235 EH Coursepack 2010
CE-235 EH Coursepack 2010CE-235 EH Coursepack 2010
CE-235 EH Coursepack 2010
 
Hydrology/Hydraulic Model for South Boston CSO Project
Hydrology/Hydraulic Model for South Boston CSO Project Hydrology/Hydraulic Model for South Boston CSO Project
Hydrology/Hydraulic Model for South Boston CSO Project
 
Precipitation and its estimation
Precipitation and its estimationPrecipitation and its estimation
Precipitation and its estimation
 
A study on comparision of runoff estimated by Empirical formulae with Measure...
A study on comparision of runoff estimated by Empirical formulae with Measure...A study on comparision of runoff estimated by Empirical formulae with Measure...
A study on comparision of runoff estimated by Empirical formulae with Measure...
 
Advanced weatherpredictionoct01
Advanced weatherpredictionoct01Advanced weatherpredictionoct01
Advanced weatherpredictionoct01
 
Downey_MG_Maryland_Tt format
Downey_MG_Maryland_Tt formatDowney_MG_Maryland_Tt format
Downey_MG_Maryland_Tt format
 
Rapid hydrogen and methane sensors for wireless leak detection
Rapid hydrogen and methane sensors for wireless leak detectionRapid hydrogen and methane sensors for wireless leak detection
Rapid hydrogen and methane sensors for wireless leak detection
 
Francisco J. Doblas-Big Data y cambio climático
Francisco J. Doblas-Big Data y cambio climáticoFrancisco J. Doblas-Big Data y cambio climático
Francisco J. Doblas-Big Data y cambio climático
 
2014_Intern_Symposium_Poster_Thomas_Freeman_Final
2014_Intern_Symposium_Poster_Thomas_Freeman_Final2014_Intern_Symposium_Poster_Thomas_Freeman_Final
2014_Intern_Symposium_Poster_Thomas_Freeman_Final
 

Similar to DSD-INT 2020 Radar rainfall nowcasting techniques for operational water management

igarss_2011_breunig_DLR_TDM_water_mask.ppt
igarss_2011_breunig_DLR_TDM_water_mask.pptigarss_2011_breunig_DLR_TDM_water_mask.ppt
igarss_2011_breunig_DLR_TDM_water_mask.pptgrssieee
 
IGARSS11_Atmos_Suite_MIS_TH1_T07_5.pptx
IGARSS11_Atmos_Suite_MIS_TH1_T07_5.pptxIGARSS11_Atmos_Suite_MIS_TH1_T07_5.pptx
IGARSS11_Atmos_Suite_MIS_TH1_T07_5.pptxgrssieee
 
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.ppt
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.pptSPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.ppt
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.pptgrssieee
 
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.ppt
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.pptSPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.ppt
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.pptgrssieee
 
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.ppt
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.pptSPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.ppt
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.pptgrssieee
 
Qustion e xplhine answer he Foll winy tmsqustiens I what has Califo.pdf
Qustion e xplhine answer he Foll winy tmsqustiens I what has Califo.pdfQustion e xplhine answer he Foll winy tmsqustiens I what has Califo.pdf
Qustion e xplhine answer he Foll winy tmsqustiens I what has Califo.pdfamrishinda
 
The Aerial Wetted Path of Geostationary Transmission
The Aerial Wetted Path of Geostationary TransmissionThe Aerial Wetted Path of Geostationary Transmission
The Aerial Wetted Path of Geostationary Transmissionijceronline
 
The Aerial Wetted Path of Geostationary Transmission
The Aerial Wetted Path of Geostationary TransmissionThe Aerial Wetted Path of Geostationary Transmission
The Aerial Wetted Path of Geostationary Transmissionijceronline
 
DMUG 2016 - Prof. Alan Robins, University of Surrey
DMUG 2016 - Prof. Alan Robins, University of SurreyDMUG 2016 - Prof. Alan Robins, University of Surrey
DMUG 2016 - Prof. Alan Robins, University of SurreyIES / IAQM
 
DSD-INT 2014 - Delft3D Users Meeting - Application of Delft3D in an Operation...
DSD-INT 2014 - Delft3D Users Meeting - Application of Delft3D in an Operation...DSD-INT 2014 - Delft3D Users Meeting - Application of Delft3D in an Operation...
DSD-INT 2014 - Delft3D Users Meeting - Application of Delft3D in an Operation...Deltares
 

Similar to DSD-INT 2020 Radar rainfall nowcasting techniques for operational water management (12)

igarss_2011_breunig_DLR_TDM_water_mask.ppt
igarss_2011_breunig_DLR_TDM_water_mask.pptigarss_2011_breunig_DLR_TDM_water_mask.ppt
igarss_2011_breunig_DLR_TDM_water_mask.ppt
 
IGARSS11_Atmos_Suite_MIS_TH1_T07_5.pptx
IGARSS11_Atmos_Suite_MIS_TH1_T07_5.pptxIGARSS11_Atmos_Suite_MIS_TH1_T07_5.pptx
IGARSS11_Atmos_Suite_MIS_TH1_T07_5.pptx
 
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.ppt
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.pptSPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.ppt
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.ppt
 
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.ppt
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.pptSPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.ppt
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.ppt
 
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.ppt
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.pptSPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.ppt
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.ppt
 
Qustion e xplhine answer he Foll winy tmsqustiens I what has Califo.pdf
Qustion e xplhine answer he Foll winy tmsqustiens I what has Califo.pdfQustion e xplhine answer he Foll winy tmsqustiens I what has Califo.pdf
Qustion e xplhine answer he Foll winy tmsqustiens I what has Califo.pdf
 
The Aerial Wetted Path of Geostationary Transmission
The Aerial Wetted Path of Geostationary TransmissionThe Aerial Wetted Path of Geostationary Transmission
The Aerial Wetted Path of Geostationary Transmission
 
The Aerial Wetted Path of Geostationary Transmission
The Aerial Wetted Path of Geostationary TransmissionThe Aerial Wetted Path of Geostationary Transmission
The Aerial Wetted Path of Geostationary Transmission
 
DMUG 2016 - Prof. Alan Robins, University of Surrey
DMUG 2016 - Prof. Alan Robins, University of SurreyDMUG 2016 - Prof. Alan Robins, University of Surrey
DMUG 2016 - Prof. Alan Robins, University of Surrey
 
DSD-INT 2014 - Delft3D Users Meeting - Application of Delft3D in an Operation...
DSD-INT 2014 - Delft3D Users Meeting - Application of Delft3D in an Operation...DSD-INT 2014 - Delft3D Users Meeting - Application of Delft3D in an Operation...
DSD-INT 2014 - Delft3D Users Meeting - Application of Delft3D in an Operation...
 
Program on Mathematical and Statistical Methods for Climate and the Earth Sys...
Program on Mathematical and Statistical Methods for Climate and the Earth Sys...Program on Mathematical and Statistical Methods for Climate and the Earth Sys...
Program on Mathematical and Statistical Methods for Climate and the Earth Sys...
 
Assessing GHG exchange at landscape scale
Assessing GHG exchange at landscape scaleAssessing GHG exchange at landscape scale
Assessing GHG exchange at landscape scale
 

More from Deltares

DSD-INT 2023 Hydrology User Days - Intro - Day 3 - Kroon
DSD-INT 2023 Hydrology User Days - Intro - Day 3 - KroonDSD-INT 2023 Hydrology User Days - Intro - Day 3 - Kroon
DSD-INT 2023 Hydrology User Days - Intro - Day 3 - KroonDeltares
 
DSD-INT 2023 Demo EPIC Response Assessment Methodology (ERAM) - Couvin Rodriguez
DSD-INT 2023 Demo EPIC Response Assessment Methodology (ERAM) - Couvin RodriguezDSD-INT 2023 Demo EPIC Response Assessment Methodology (ERAM) - Couvin Rodriguez
DSD-INT 2023 Demo EPIC Response Assessment Methodology (ERAM) - Couvin RodriguezDeltares
 
DSD-INT 2023 Demo Climate Stress Testing Tool (CST Tool) - Taner
DSD-INT 2023 Demo Climate Stress Testing Tool (CST Tool) - TanerDSD-INT 2023 Demo Climate Stress Testing Tool (CST Tool) - Taner
DSD-INT 2023 Demo Climate Stress Testing Tool (CST Tool) - TanerDeltares
 
DSD-INT 2023 Demo Climate Resilient Cities Tool (CRC Tool) - Rooze
DSD-INT 2023 Demo Climate Resilient Cities Tool (CRC Tool) - RoozeDSD-INT 2023 Demo Climate Resilient Cities Tool (CRC Tool) - Rooze
DSD-INT 2023 Demo Climate Resilient Cities Tool (CRC Tool) - RoozeDeltares
 
DSD-INT 2023 Approaches for assessing multi-hazard risk - Ward
DSD-INT 2023 Approaches for assessing multi-hazard risk - WardDSD-INT 2023 Approaches for assessing multi-hazard risk - Ward
DSD-INT 2023 Approaches for assessing multi-hazard risk - WardDeltares
 
DSD-INT 2023 Dynamic Adaptive Policy Pathways (DAPP) - Theory & Showcase - Wa...
DSD-INT 2023 Dynamic Adaptive Policy Pathways (DAPP) - Theory & Showcase - Wa...DSD-INT 2023 Dynamic Adaptive Policy Pathways (DAPP) - Theory & Showcase - Wa...
DSD-INT 2023 Dynamic Adaptive Policy Pathways (DAPP) - Theory & Showcase - Wa...Deltares
 
DSD-INT 2023 Global hydrological modelling to support worldwide water assessm...
DSD-INT 2023 Global hydrological modelling to support worldwide water assessm...DSD-INT 2023 Global hydrological modelling to support worldwide water assessm...
DSD-INT 2023 Global hydrological modelling to support worldwide water assessm...Deltares
 
DSD-INT 2023 Modelling implications - IPCC Working Group II - From AR6 to AR7...
DSD-INT 2023 Modelling implications - IPCC Working Group II - From AR6 to AR7...DSD-INT 2023 Modelling implications - IPCC Working Group II - From AR6 to AR7...
DSD-INT 2023 Modelling implications - IPCC Working Group II - From AR6 to AR7...Deltares
 
DSD-INT 2023 Knowledge and tools for Climate Adaptation - Jeuken
DSD-INT 2023 Knowledge and tools for Climate Adaptation - JeukenDSD-INT 2023 Knowledge and tools for Climate Adaptation - Jeuken
DSD-INT 2023 Knowledge and tools for Climate Adaptation - JeukenDeltares
 
DSD-INT 2023 Coupling RIBASIM to a MODFLOW groundwater model - Bootsma
DSD-INT 2023 Coupling RIBASIM to a MODFLOW groundwater model - BootsmaDSD-INT 2023 Coupling RIBASIM to a MODFLOW groundwater model - Bootsma
DSD-INT 2023 Coupling RIBASIM to a MODFLOW groundwater model - BootsmaDeltares
 
DSD-INT 2023 Create your own MODFLOW 6 sub-variant - Muller
DSD-INT 2023 Create your own MODFLOW 6 sub-variant - MullerDSD-INT 2023 Create your own MODFLOW 6 sub-variant - Muller
DSD-INT 2023 Create your own MODFLOW 6 sub-variant - MullerDeltares
 
DSD-INT 2023 Example of unstructured MODFLOW 6 modelling in California - Romero
DSD-INT 2023 Example of unstructured MODFLOW 6 modelling in California - RomeroDSD-INT 2023 Example of unstructured MODFLOW 6 modelling in California - Romero
DSD-INT 2023 Example of unstructured MODFLOW 6 modelling in California - RomeroDeltares
 
DSD-INT 2023 Challenges and developments in groundwater modeling - Bakker
DSD-INT 2023 Challenges and developments in groundwater modeling - BakkerDSD-INT 2023 Challenges and developments in groundwater modeling - Bakker
DSD-INT 2023 Challenges and developments in groundwater modeling - BakkerDeltares
 
DSD-INT 2023 Demo new features iMOD Suite - van Engelen
DSD-INT 2023 Demo new features iMOD Suite - van EngelenDSD-INT 2023 Demo new features iMOD Suite - van Engelen
DSD-INT 2023 Demo new features iMOD Suite - van EngelenDeltares
 
DSD-INT 2023 iMOD and new developments - Davids
DSD-INT 2023 iMOD and new developments - DavidsDSD-INT 2023 iMOD and new developments - Davids
DSD-INT 2023 iMOD and new developments - DavidsDeltares
 
DSD-INT 2023 Recent MODFLOW Developments - Langevin
DSD-INT 2023 Recent MODFLOW Developments - LangevinDSD-INT 2023 Recent MODFLOW Developments - Langevin
DSD-INT 2023 Recent MODFLOW Developments - LangevinDeltares
 
DSD-INT 2023 Hydrology User Days - Presentations - Day 2
DSD-INT 2023 Hydrology User Days - Presentations - Day 2DSD-INT 2023 Hydrology User Days - Presentations - Day 2
DSD-INT 2023 Hydrology User Days - Presentations - Day 2Deltares
 
DSD-INT 2023 Needs related to user interfaces - Snippen
DSD-INT 2023 Needs related to user interfaces - SnippenDSD-INT 2023 Needs related to user interfaces - Snippen
DSD-INT 2023 Needs related to user interfaces - SnippenDeltares
 
DSD-INT 2023 Coupling RIBASIM to a MODFLOW groundwater model - Bootsma
DSD-INT 2023 Coupling RIBASIM to a MODFLOW groundwater model - BootsmaDSD-INT 2023 Coupling RIBASIM to a MODFLOW groundwater model - Bootsma
DSD-INT 2023 Coupling RIBASIM to a MODFLOW groundwater model - BootsmaDeltares
 
DSD-INT 2023 Parameterization of a RIBASIM model and the network lumping appr...
DSD-INT 2023 Parameterization of a RIBASIM model and the network lumping appr...DSD-INT 2023 Parameterization of a RIBASIM model and the network lumping appr...
DSD-INT 2023 Parameterization of a RIBASIM model and the network lumping appr...Deltares
 

More from Deltares (20)

DSD-INT 2023 Hydrology User Days - Intro - Day 3 - Kroon
DSD-INT 2023 Hydrology User Days - Intro - Day 3 - KroonDSD-INT 2023 Hydrology User Days - Intro - Day 3 - Kroon
DSD-INT 2023 Hydrology User Days - Intro - Day 3 - Kroon
 
DSD-INT 2023 Demo EPIC Response Assessment Methodology (ERAM) - Couvin Rodriguez
DSD-INT 2023 Demo EPIC Response Assessment Methodology (ERAM) - Couvin RodriguezDSD-INT 2023 Demo EPIC Response Assessment Methodology (ERAM) - Couvin Rodriguez
DSD-INT 2023 Demo EPIC Response Assessment Methodology (ERAM) - Couvin Rodriguez
 
DSD-INT 2023 Demo Climate Stress Testing Tool (CST Tool) - Taner
DSD-INT 2023 Demo Climate Stress Testing Tool (CST Tool) - TanerDSD-INT 2023 Demo Climate Stress Testing Tool (CST Tool) - Taner
DSD-INT 2023 Demo Climate Stress Testing Tool (CST Tool) - Taner
 
DSD-INT 2023 Demo Climate Resilient Cities Tool (CRC Tool) - Rooze
DSD-INT 2023 Demo Climate Resilient Cities Tool (CRC Tool) - RoozeDSD-INT 2023 Demo Climate Resilient Cities Tool (CRC Tool) - Rooze
DSD-INT 2023 Demo Climate Resilient Cities Tool (CRC Tool) - Rooze
 
DSD-INT 2023 Approaches for assessing multi-hazard risk - Ward
DSD-INT 2023 Approaches for assessing multi-hazard risk - WardDSD-INT 2023 Approaches for assessing multi-hazard risk - Ward
DSD-INT 2023 Approaches for assessing multi-hazard risk - Ward
 
DSD-INT 2023 Dynamic Adaptive Policy Pathways (DAPP) - Theory & Showcase - Wa...
DSD-INT 2023 Dynamic Adaptive Policy Pathways (DAPP) - Theory & Showcase - Wa...DSD-INT 2023 Dynamic Adaptive Policy Pathways (DAPP) - Theory & Showcase - Wa...
DSD-INT 2023 Dynamic Adaptive Policy Pathways (DAPP) - Theory & Showcase - Wa...
 
DSD-INT 2023 Global hydrological modelling to support worldwide water assessm...
DSD-INT 2023 Global hydrological modelling to support worldwide water assessm...DSD-INT 2023 Global hydrological modelling to support worldwide water assessm...
DSD-INT 2023 Global hydrological modelling to support worldwide water assessm...
 
DSD-INT 2023 Modelling implications - IPCC Working Group II - From AR6 to AR7...
DSD-INT 2023 Modelling implications - IPCC Working Group II - From AR6 to AR7...DSD-INT 2023 Modelling implications - IPCC Working Group II - From AR6 to AR7...
DSD-INT 2023 Modelling implications - IPCC Working Group II - From AR6 to AR7...
 
DSD-INT 2023 Knowledge and tools for Climate Adaptation - Jeuken
DSD-INT 2023 Knowledge and tools for Climate Adaptation - JeukenDSD-INT 2023 Knowledge and tools for Climate Adaptation - Jeuken
DSD-INT 2023 Knowledge and tools for Climate Adaptation - Jeuken
 
DSD-INT 2023 Coupling RIBASIM to a MODFLOW groundwater model - Bootsma
DSD-INT 2023 Coupling RIBASIM to a MODFLOW groundwater model - BootsmaDSD-INT 2023 Coupling RIBASIM to a MODFLOW groundwater model - Bootsma
DSD-INT 2023 Coupling RIBASIM to a MODFLOW groundwater model - Bootsma
 
DSD-INT 2023 Create your own MODFLOW 6 sub-variant - Muller
DSD-INT 2023 Create your own MODFLOW 6 sub-variant - MullerDSD-INT 2023 Create your own MODFLOW 6 sub-variant - Muller
DSD-INT 2023 Create your own MODFLOW 6 sub-variant - Muller
 
DSD-INT 2023 Example of unstructured MODFLOW 6 modelling in California - Romero
DSD-INT 2023 Example of unstructured MODFLOW 6 modelling in California - RomeroDSD-INT 2023 Example of unstructured MODFLOW 6 modelling in California - Romero
DSD-INT 2023 Example of unstructured MODFLOW 6 modelling in California - Romero
 
DSD-INT 2023 Challenges and developments in groundwater modeling - Bakker
DSD-INT 2023 Challenges and developments in groundwater modeling - BakkerDSD-INT 2023 Challenges and developments in groundwater modeling - Bakker
DSD-INT 2023 Challenges and developments in groundwater modeling - Bakker
 
DSD-INT 2023 Demo new features iMOD Suite - van Engelen
DSD-INT 2023 Demo new features iMOD Suite - van EngelenDSD-INT 2023 Demo new features iMOD Suite - van Engelen
DSD-INT 2023 Demo new features iMOD Suite - van Engelen
 
DSD-INT 2023 iMOD and new developments - Davids
DSD-INT 2023 iMOD and new developments - DavidsDSD-INT 2023 iMOD and new developments - Davids
DSD-INT 2023 iMOD and new developments - Davids
 
DSD-INT 2023 Recent MODFLOW Developments - Langevin
DSD-INT 2023 Recent MODFLOW Developments - LangevinDSD-INT 2023 Recent MODFLOW Developments - Langevin
DSD-INT 2023 Recent MODFLOW Developments - Langevin
 
DSD-INT 2023 Hydrology User Days - Presentations - Day 2
DSD-INT 2023 Hydrology User Days - Presentations - Day 2DSD-INT 2023 Hydrology User Days - Presentations - Day 2
DSD-INT 2023 Hydrology User Days - Presentations - Day 2
 
DSD-INT 2023 Needs related to user interfaces - Snippen
DSD-INT 2023 Needs related to user interfaces - SnippenDSD-INT 2023 Needs related to user interfaces - Snippen
DSD-INT 2023 Needs related to user interfaces - Snippen
 
DSD-INT 2023 Coupling RIBASIM to a MODFLOW groundwater model - Bootsma
DSD-INT 2023 Coupling RIBASIM to a MODFLOW groundwater model - BootsmaDSD-INT 2023 Coupling RIBASIM to a MODFLOW groundwater model - Bootsma
DSD-INT 2023 Coupling RIBASIM to a MODFLOW groundwater model - Bootsma
 
DSD-INT 2023 Parameterization of a RIBASIM model and the network lumping appr...
DSD-INT 2023 Parameterization of a RIBASIM model and the network lumping appr...DSD-INT 2023 Parameterization of a RIBASIM model and the network lumping appr...
DSD-INT 2023 Parameterization of a RIBASIM model and the network lumping appr...
 

Recently uploaded

Diamond Application Development Crafting Solutions with Precision
Diamond Application Development Crafting Solutions with PrecisionDiamond Application Development Crafting Solutions with Precision
Diamond Application Development Crafting Solutions with PrecisionSolGuruz
 
Optimizing AI for immediate response in Smart CCTV
Optimizing AI for immediate response in Smart CCTVOptimizing AI for immediate response in Smart CCTV
Optimizing AI for immediate response in Smart CCTVshikhaohhpro
 
Software Quality Assurance Interview Questions
Software Quality Assurance Interview QuestionsSoftware Quality Assurance Interview Questions
Software Quality Assurance Interview QuestionsArshad QA
 
How To Use Server-Side Rendering with Nuxt.js
How To Use Server-Side Rendering with Nuxt.jsHow To Use Server-Side Rendering with Nuxt.js
How To Use Server-Side Rendering with Nuxt.jsAndolasoft Inc
 
HR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comHR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comFatema Valibhai
 
Hand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxHand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxbodapatigopi8531
 
5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdf5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdfWave PLM
 
DNT_Corporate presentation know about us
DNT_Corporate presentation know about usDNT_Corporate presentation know about us
DNT_Corporate presentation know about usDynamic Netsoft
 
TECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service providerTECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service providermohitmore19
 
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...harshavardhanraghave
 
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...MyIntelliSource, Inc.
 
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...soniya singh
 
The Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdf
The Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdfThe Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdf
The Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdfkalichargn70th171
 
(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...
(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...
(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...gurkirankumar98700
 
Professional Resume Template for Software Developers
Professional Resume Template for Software DevelopersProfessional Resume Template for Software Developers
Professional Resume Template for Software DevelopersVinodh Ram
 
Right Money Management App For Your Financial Goals
Right Money Management App For Your Financial GoalsRight Money Management App For Your Financial Goals
Right Money Management App For Your Financial GoalsJhone kinadey
 
Cloud Management Software Platforms: OpenStack
Cloud Management Software Platforms: OpenStackCloud Management Software Platforms: OpenStack
Cloud Management Software Platforms: OpenStackVICTOR MAESTRE RAMIREZ
 
A Secure and Reliable Document Management System is Essential.docx
A Secure and Reliable Document Management System is Essential.docxA Secure and Reliable Document Management System is Essential.docx
A Secure and Reliable Document Management System is Essential.docxComplianceQuest1
 
Project Based Learning (A.I).pptx detail explanation
Project Based Learning (A.I).pptx detail explanationProject Based Learning (A.I).pptx detail explanation
Project Based Learning (A.I).pptx detail explanationkaushalgiri8080
 

Recently uploaded (20)

Diamond Application Development Crafting Solutions with Precision
Diamond Application Development Crafting Solutions with PrecisionDiamond Application Development Crafting Solutions with Precision
Diamond Application Development Crafting Solutions with Precision
 
Optimizing AI for immediate response in Smart CCTV
Optimizing AI for immediate response in Smart CCTVOptimizing AI for immediate response in Smart CCTV
Optimizing AI for immediate response in Smart CCTV
 
Call Girls In Mukherjee Nagar 📱 9999965857 🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SE...
Call Girls In Mukherjee Nagar 📱  9999965857  🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SE...Call Girls In Mukherjee Nagar 📱  9999965857  🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SE...
Call Girls In Mukherjee Nagar 📱 9999965857 🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SE...
 
Software Quality Assurance Interview Questions
Software Quality Assurance Interview QuestionsSoftware Quality Assurance Interview Questions
Software Quality Assurance Interview Questions
 
How To Use Server-Side Rendering with Nuxt.js
How To Use Server-Side Rendering with Nuxt.jsHow To Use Server-Side Rendering with Nuxt.js
How To Use Server-Side Rendering with Nuxt.js
 
HR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comHR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.com
 
Hand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxHand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptx
 
5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdf5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdf
 
DNT_Corporate presentation know about us
DNT_Corporate presentation know about usDNT_Corporate presentation know about us
DNT_Corporate presentation know about us
 
TECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service providerTECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service provider
 
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
 
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
 
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...
 
The Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdf
The Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdfThe Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdf
The Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdf
 
(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...
(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...
(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...
 
Professional Resume Template for Software Developers
Professional Resume Template for Software DevelopersProfessional Resume Template for Software Developers
Professional Resume Template for Software Developers
 
Right Money Management App For Your Financial Goals
Right Money Management App For Your Financial GoalsRight Money Management App For Your Financial Goals
Right Money Management App For Your Financial Goals
 
Cloud Management Software Platforms: OpenStack
Cloud Management Software Platforms: OpenStackCloud Management Software Platforms: OpenStack
Cloud Management Software Platforms: OpenStack
 
A Secure and Reliable Document Management System is Essential.docx
A Secure and Reliable Document Management System is Essential.docxA Secure and Reliable Document Management System is Essential.docx
A Secure and Reliable Document Management System is Essential.docx
 
Project Based Learning (A.I).pptx detail explanation
Project Based Learning (A.I).pptx detail explanationProject Based Learning (A.I).pptx detail explanation
Project Based Learning (A.I).pptx detail explanation
 

DSD-INT 2020 Radar rainfall nowcasting techniques for operational water management

  • 1. Radar rainfall nowcasting techniques for operational water management An opportunity for your operational systems? RUBEN IMHOFF1,2 THANKS TO: CLAUDIA BRAUER 1, AART OVEREEM 1,3, HIDDE LEIJNSE3, KLAAS-JAN VAN HEERINGEN 2, ALBRECHT WEERTS1,2 & REMKO UIJLENHOET1 1 W A G E N I N G E N U N I V E R S I T Y - 2 D E L T A R E S - 3 R O Y A L N E T H E R L A N D S M E T E O R O L O G I C A L I N S T I T U T E ( K N M I )
  • 2. A short introduction to nowcasting Aangepaste versie van : Germann et al., J. Atmos. Sc., 2006
  • 3. An example nowcast for the Netherlands Reference Rainymotion DenseRotation
  • 4. Zooming in on a catchment Example for the area around catchment the Regge (957 km2 - east of the Netherlands)
  • 5. Some conclusions: based on a large sample analysis of nowcasting techniques for 1,533 events Skill was found to depend on: 1) Event type and duration: Increasing for longer events, skilfull lead times range from 25 min (1-h events) to 116 min (24-h) 2) Season: Decreasing skill towards summer 3) Location: Increasing in the downwind direction 4) Catchment size: Increasing with larger catchment size Average absolute error per season
  • 6. Current work: hydrological analysis of the 1533 events using Delft-FEWS Reference pySTEPS deterministic (S-PROG) pySTEPS probabilistic +15 hours ahead Dwarsdiep (Noorderzijlvest)
  • 7. Do you want to know more? Join the break-out session on radar rainfall estimation and nowcasting tools (today 17:05 – 18:00)! • From reflectivity to rainfall rate • Pre- and post-processing of radar images • Nowcasting • Usage in Delft-FEWS Ruben.Imhoff@deltares.nl