SlideShare una empresa de Scribd logo
1 de 13
Descargar para leer sin conexión
Sharing experiences
using WaPOR data
IHE Delft Institute for Water Education
Galana Kulalu Irrigation Scheme
Food Security project by Govt of Kenya
Indian
Ocean
• 24 Center pivots, 65 ha per CP
• In 2022, additional 17 CP’s are installed
increasing the cropped area from 2000
to 5000 ha
• WaPOR based analysis on crop WP
• Lower water productivity
• Water saving opportunity ?
Chukalla et al. 2022
https://github.com/wateraccounting/
WAPORWP
Galana Kulalu Irrigation Scheme
Food Security project by Govt of Kenya
Ø Installed and testing 3 soil moisture sensors in the
drip irrigation based sites close to Center pivots
Ø Testing now in the season of 2022/23
Ø The Scheme staff are trained by the JKUAT Khub
on installing, recording and interpreting data
Ø Frequency of drip irrigation reduced from daily
to once in 3 to 4 days. With no impact on
production
Ø Next step, will be to link it with WaPOR data and
test in CP’s
Using WaPOR data to train spatial Aquacrop GIS for
Metahara Sugar estate, Ethiopia
Improved Crop Yield Prediction using Coupled Remote Sensing based
Aquacrop-GIS and Machine Learning Algorithms for Irrigated Sugarcane
Aquacrop parameter Brel (crop fertility stress)
Aquacrop parameter Maximum canopy cover
Andre Mawradhi
Improved Crop Yield Prediction using Coupled Remote Sensing based
Aquacrop-GIS and Machine Learning Algorithms for Irrigated Sugarcane
Multiple Linear regression model
Model result comparison
Andre Mawradhi
▪ SDG 6.4.1 Change in Water use effiency
𝑊𝑈𝐸 = 𝐴!" ∗ 𝑃# + 𝑀!" ∗ 𝑃$ + 𝑆!" ∗ 𝑃%
With:
Awe, Mwe, Swe = water use efficiency of agriculture, industry, and
services sector [USD/m3]
PA, Pm, Ps = proportion of total water withdrawn per sector [%]
Global tool – WaPOR4Awp: wapor4awp.org
𝐴!" =
#$%& ∗ '()'
$&
With:
GVAa = Gross Value Added by agriculture (river and marine fisheries and forestry
excluded) (USD)
Va = Volume of water used by the agricultural sector (including irrigation,
livestock, and aquaculture) (m3)
1-Cr = Proportion of agricultural GVA produced by irrigated agriculture obtained
from AQUASTAT
Instead of Va we use water consumed of the water withdrawal, also called Blue ET
(ETb) in the irrigated land estimated as follows:
𝑉!"# = ∑$%%&'(( 𝐸𝑇#,*
𝐸𝑇(,* = ∑+,-
-.
𝑚𝑎𝑥 𝐸𝑇 − 𝑃", 0
With ET being the actual evapotranspiration and interception from WaPOR.
Global tool – WaPOR4Awp: wapor4awp.org
▪ What is WaPOR?
▪ What can you do with it?
▪ How do I access the data and how can I do analyses?
▪ How can I use the available tools?
Capacity building in focus countries (direct recipients of the project)
▪ Phase 1 >300 participants trained in 16 countries
▪ Phase 2: 243 participants trained in 8 countries
How to get to know more:
But what about the rest of the world?
• WaPOR data is open data soon available globally
• IHE Delft’s mission of open science (incl open data and
open education)
• In consultation with FAO we decided to turn the training
materials into an OpenCourseWare
Currently 2460 participants (more than 500 added in 2022)
are enrolled coming from over 92 countries (incl many
countries not covered by WaPOR phase 1 extent)
also available in French and Arabic
Join the WaPOR community any time from anywhere!!
OpenCourseWare for anyone else
New OCW– WaPOR Concepts and Validation
coming in June
The course is organised into three modules:
• Module 1: “Concepts of remote sensing ET (energy balance,
FAO-56 PM)”
• Module 2: “WaPOR database: structure, input data, and
methods”
• Module 3: “Validation of WaPOR database products”
Can’t wait? Recommendation to finish Module 1 of OCW “Water Productivity and Water Accounting using WaPOR”
https://wateraccounting.un-ihe.org/ocw-wapor-concepts-and-validation
A tool to downscale WaPOR ET data to
higher resolution for Zankalon and El
Oweinat , Egypt
Deriving high-resolution evapotranspiration products using data fusion method
WaPOR Level 2 (100m) Sentinel natural color (10m) WaPOR downscaled (10m)
Haneen Muhammad
QGIS – FAO Downloader and WAPlugin
Developed by MSc student from Vrije University of Brussels
Based on WaPOROCW scripts
WAPlugin idea from WaterPIP
hackathon team
Able to do simple calculation on WP
(no time series)
More information:
Project website: http://wateraccounting.un-ihe.org/
IHE Delft - Water Accounting
@wateraccounting
Email: wateraccounting_project@un-ihe.org

Más contenido relacionado

Similar a Sharing experiences using WaPOR data - Marloes Mul - IHE Delft - 5 May 2023

Waternomics: Overview of the Pilots Objectives, Measures and Outcomes
Waternomics: Overview of the Pilots Objectives, Measures and OutcomesWaternomics: Overview of the Pilots Objectives, Measures and Outcomes
Waternomics: Overview of the Pilots Objectives, Measures and OutcomesWaternomics
 
Improve on-farm irrigation management
Improve on-farm irrigation managementImprove on-farm irrigation management
Improve on-farm irrigation managementICARDA
 
Mazhapolima presentation dr v kurien baby oct 2011
Mazhapolima presentation dr v  kurien baby oct 2011Mazhapolima presentation dr v  kurien baby oct 2011
Mazhapolima presentation dr v kurien baby oct 2011Veettal Kurian
 
FiPaaS proposal - environment meeting 6-may-2018
FiPaaS proposal - environment meeting 6-may-2018FiPaaS proposal - environment meeting 6-may-2018
FiPaaS proposal - environment meeting 6-may-2018Mohamed_Bahnassy
 
Climate adaptation in GW based agriculture_Dr. Das, CHE_UNDP Workshop 16 Oct ...
Climate adaptation in GW based agriculture_Dr. Das, CHE_UNDP Workshop 16 Oct ...Climate adaptation in GW based agriculture_Dr. Das, CHE_UNDP Workshop 16 Oct ...
Climate adaptation in GW based agriculture_Dr. Das, CHE_UNDP Workshop 16 Oct ...India Water Portal
 
Waternomics Open Day Thermi - Results NUIG and CNAC pilots Ireland
Waternomics Open Day Thermi - Results NUIG and CNAC pilots Ireland Waternomics Open Day Thermi - Results NUIG and CNAC pilots Ireland
Waternomics Open Day Thermi - Results NUIG and CNAC pilots Ireland Waternomics
 
T5: Supplemental irrigation: Case of Tadla region in Morocco
T5: Supplemental irrigation: Case of Tadla region in MoroccoT5: Supplemental irrigation: Case of Tadla region in Morocco
T5: Supplemental irrigation: Case of Tadla region in MoroccoFAO
 
Academia: Richard Lawford, Morgan State University, 16th January UN Water Zar...
Academia: Richard Lawford, Morgan State University, 16th January UN Water Zar...Academia: Richard Lawford, Morgan State University, 16th January UN Water Zar...
Academia: Richard Lawford, Morgan State University, 16th January UN Water Zar...water-decade
 
Progress of Improving System Efficiencies and Water Productivity (ISEWP): A C...
Progress of Improving System Efficiencies and Water Productivity (ISEWP): A C...Progress of Improving System Efficiencies and Water Productivity (ISEWP): A C...
Progress of Improving System Efficiencies and Water Productivity (ISEWP): A C...Dr. P.B.Dharmasena
 
FARMERS’ WILLINGNESS TO PAY FOR IRRIGATION WATER SYSTEM AS A MECHANISM FOR SU...
FARMERS’ WILLINGNESS TO PAY FOR IRRIGATION WATER SYSTEM AS A MECHANISM FOR SU...FARMERS’ WILLINGNESS TO PAY FOR IRRIGATION WATER SYSTEM AS A MECHANISM FOR SU...
FARMERS’ WILLINGNESS TO PAY FOR IRRIGATION WATER SYSTEM AS A MECHANISM FOR SU...Jonah Kiprop
 
T5 mohammed karrou supplemental irrigation exec summary
T5 mohammed karrou supplemental irrigation  exec summaryT5 mohammed karrou supplemental irrigation  exec summary
T5 mohammed karrou supplemental irrigation exec summaryNENAwaterscarcity
 
Session 2 4 Development of the Scheduled Planting (SP) and High Starch Conten...
Session 2 4 Development of the Scheduled Planting (SP) and High Starch Conten...Session 2 4 Development of the Scheduled Planting (SP) and High Starch Conten...
Session 2 4 Development of the Scheduled Planting (SP) and High Starch Conten...African Cassava Agronomy Initiative
 
Development of the Site-Specific Fertilizer Recommendation (FR) and Best Fert...
Development of the Site-Specific Fertilizer Recommendation (FR) and Best Fert...Development of the Site-Specific Fertilizer Recommendation (FR) and Best Fert...
Development of the Site-Specific Fertilizer Recommendation (FR) and Best Fert...IITA Communications
 
answer_project_report-web
answer_project_report-webanswer_project_report-web
answer_project_report-webSian Farrar
 
Akvaplan-niva International project examples
Akvaplan-niva International project examplesAkvaplan-niva International project examples
Akvaplan-niva International project examplesPatrick White
 
Drip irrigation and service provision of irrigation water: New ways to step i...
Drip irrigation and service provision of irrigation water: New ways to step i...Drip irrigation and service provision of irrigation water: New ways to step i...
Drip irrigation and service provision of irrigation water: New ways to step i...africa-rising
 
BlueBRIDGE - Pitching results from EU Horizon 2020 project on Aquaculture
BlueBRIDGE - Pitching results from EU Horizon 2020 project on AquacultureBlueBRIDGE - Pitching results from EU Horizon 2020 project on Aquaculture
BlueBRIDGE - Pitching results from EU Horizon 2020 project on AquacultureBlue BRIDGE
 
Achievement of waapp 1 ghana kumasi 17 june 2013
Achievement of waapp 1  ghana kumasi 17 june 2013Achievement of waapp 1  ghana kumasi 17 june 2013
Achievement of waapp 1 ghana kumasi 17 june 2013Aboubacar Sadikh ndiaye
 

Similar a Sharing experiences using WaPOR data - Marloes Mul - IHE Delft - 5 May 2023 (20)

Waternomics: Overview of the Pilots Objectives, Measures and Outcomes
Waternomics: Overview of the Pilots Objectives, Measures and OutcomesWaternomics: Overview of the Pilots Objectives, Measures and Outcomes
Waternomics: Overview of the Pilots Objectives, Measures and Outcomes
 
Improve on-farm irrigation management
Improve on-farm irrigation managementImprove on-farm irrigation management
Improve on-farm irrigation management
 
Mazhapolima presentation dr v kurien baby oct 2011
Mazhapolima presentation dr v  kurien baby oct 2011Mazhapolima presentation dr v  kurien baby oct 2011
Mazhapolima presentation dr v kurien baby oct 2011
 
FiPaaS proposal - environment meeting 6-may-2018
FiPaaS proposal - environment meeting 6-may-2018FiPaaS proposal - environment meeting 6-may-2018
FiPaaS proposal - environment meeting 6-may-2018
 
Climate adaptation in GW based agriculture_Dr. Das, CHE_UNDP Workshop 16 Oct ...
Climate adaptation in GW based agriculture_Dr. Das, CHE_UNDP Workshop 16 Oct ...Climate adaptation in GW based agriculture_Dr. Das, CHE_UNDP Workshop 16 Oct ...
Climate adaptation in GW based agriculture_Dr. Das, CHE_UNDP Workshop 16 Oct ...
 
Waternomics Open Day Thermi - Results NUIG and CNAC pilots Ireland
Waternomics Open Day Thermi - Results NUIG and CNAC pilots Ireland Waternomics Open Day Thermi - Results NUIG and CNAC pilots Ireland
Waternomics Open Day Thermi - Results NUIG and CNAC pilots Ireland
 
T5: Supplemental irrigation: Case of Tadla region in Morocco
T5: Supplemental irrigation: Case of Tadla region in MoroccoT5: Supplemental irrigation: Case of Tadla region in Morocco
T5: Supplemental irrigation: Case of Tadla region in Morocco
 
Academia: Richard Lawford, Morgan State University, 16th January UN Water Zar...
Academia: Richard Lawford, Morgan State University, 16th January UN Water Zar...Academia: Richard Lawford, Morgan State University, 16th January UN Water Zar...
Academia: Richard Lawford, Morgan State University, 16th January UN Water Zar...
 
Progress of Improving System Efficiencies and Water Productivity (ISEWP): A C...
Progress of Improving System Efficiencies and Water Productivity (ISEWP): A C...Progress of Improving System Efficiencies and Water Productivity (ISEWP): A C...
Progress of Improving System Efficiencies and Water Productivity (ISEWP): A C...
 
Haii 2017
Haii 2017 Haii 2017
Haii 2017
 
FARMERS’ WILLINGNESS TO PAY FOR IRRIGATION WATER SYSTEM AS A MECHANISM FOR SU...
FARMERS’ WILLINGNESS TO PAY FOR IRRIGATION WATER SYSTEM AS A MECHANISM FOR SU...FARMERS’ WILLINGNESS TO PAY FOR IRRIGATION WATER SYSTEM AS A MECHANISM FOR SU...
FARMERS’ WILLINGNESS TO PAY FOR IRRIGATION WATER SYSTEM AS A MECHANISM FOR SU...
 
T5 mohammed karrou supplemental irrigation exec summary
T5 mohammed karrou supplemental irrigation  exec summaryT5 mohammed karrou supplemental irrigation  exec summary
T5 mohammed karrou supplemental irrigation exec summary
 
Irrigation development and agricultural water management in Africa: transitio...
Irrigation development and agricultural water management in Africa: transitio...Irrigation development and agricultural water management in Africa: transitio...
Irrigation development and agricultural water management in Africa: transitio...
 
Session 2 4 Development of the Scheduled Planting (SP) and High Starch Conten...
Session 2 4 Development of the Scheduled Planting (SP) and High Starch Conten...Session 2 4 Development of the Scheduled Planting (SP) and High Starch Conten...
Session 2 4 Development of the Scheduled Planting (SP) and High Starch Conten...
 
Development of the Site-Specific Fertilizer Recommendation (FR) and Best Fert...
Development of the Site-Specific Fertilizer Recommendation (FR) and Best Fert...Development of the Site-Specific Fertilizer Recommendation (FR) and Best Fert...
Development of the Site-Specific Fertilizer Recommendation (FR) and Best Fert...
 
answer_project_report-web
answer_project_report-webanswer_project_report-web
answer_project_report-web
 
Akvaplan-niva International project examples
Akvaplan-niva International project examplesAkvaplan-niva International project examples
Akvaplan-niva International project examples
 
Drip irrigation and service provision of irrigation water: New ways to step i...
Drip irrigation and service provision of irrigation water: New ways to step i...Drip irrigation and service provision of irrigation water: New ways to step i...
Drip irrigation and service provision of irrigation water: New ways to step i...
 
BlueBRIDGE - Pitching results from EU Horizon 2020 project on Aquaculture
BlueBRIDGE - Pitching results from EU Horizon 2020 project on AquacultureBlueBRIDGE - Pitching results from EU Horizon 2020 project on Aquaculture
BlueBRIDGE - Pitching results from EU Horizon 2020 project on Aquaculture
 
Achievement of waapp 1 ghana kumasi 17 june 2013
Achievement of waapp 1  ghana kumasi 17 june 2013Achievement of waapp 1  ghana kumasi 17 june 2013
Achievement of waapp 1 ghana kumasi 17 june 2013
 

Más de WaPOR

Capacity Bulding - Marloes Mul - IHE Delft - 3 May 2023
Capacity Bulding - Marloes Mul - IHE Delft - 3 May 2023Capacity Bulding - Marloes Mul - IHE Delft - 3 May 2023
Capacity Bulding - Marloes Mul - IHE Delft - 3 May 2023WaPOR
 
WaPOR 2- Compendium of solutions - Petra Schmitter - IWMI - 03 May 2023
WaPOR 2- Compendium of solutions - Petra Schmitter - IWMI - 03 May 2023WaPOR 2- Compendium of solutions - Petra Schmitter - IWMI - 03 May 2023
WaPOR 2- Compendium of solutions - Petra Schmitter - IWMI - 03 May 2023WaPOR
 
WaPOR 2- Compendium of solutions - Petra Schmitter - IWMI - 05 May 2023
WaPOR 2- Compendium of solutions - Petra Schmitter - IWMI - 05 May 2023WaPOR 2- Compendium of solutions - Petra Schmitter - IWMI - 05 May 2023
WaPOR 2- Compendium of solutions - Petra Schmitter - IWMI - 05 May 2023WaPOR
 
WaPOR Portal v2.1 - Karl Morteo - FAO - 5 May 2023
WaPOR Portal v2.1 - Karl Morteo - FAO - 5 May 2023WaPOR Portal v2.1 - Karl Morteo - FAO - 5 May 2023
WaPOR Portal v2.1 - Karl Morteo - FAO - 5 May 2023WaPOR
 
pyWaPOR - Bert Coerver - FAO - 5 May 2023
pyWaPOR - Bert Coerver - FAO - 5 May 2023pyWaPOR - Bert Coerver - FAO - 5 May 2023
pyWaPOR - Bert Coerver - FAO - 5 May 2023WaPOR
 
WaPOR Phase 2 updates - Livia Peiser - FAO - 3 May 2023
WaPOR Phase 2 updates - Livia Peiser - FAO - 3 May 2023WaPOR Phase 2 updates - Livia Peiser - FAO - 3 May 2023
WaPOR Phase 2 updates - Livia Peiser - FAO - 3 May 2023WaPOR
 
WaPOR version 3 - H Pelgrum - eLeaf - 05 May 2023.pdf
WaPOR version 3 - H Pelgrum - eLeaf - 05 May 2023.pdfWaPOR version 3 - H Pelgrum - eLeaf - 05 May 2023.pdf
WaPOR version 3 - H Pelgrum - eLeaf - 05 May 2023.pdfWaPOR
 
WaPOR version 3 - Annemarie Klaasse - eLeaf - 05 May 2023.pdf
WaPOR version 3 - Annemarie Klaasse - eLeaf - 05 May 2023.pdfWaPOR version 3 - Annemarie Klaasse - eLeaf - 05 May 2023.pdf
WaPOR version 3 - Annemarie Klaasse - eLeaf - 05 May 2023.pdfWaPOR
 
The upgrade of LARI app by MT Abi Saab
The upgrade of LARI app by MT Abi SaabThe upgrade of LARI app by MT Abi Saab
The upgrade of LARI app by MT Abi SaabWaPOR
 
Using ICT to improve water productivity introduction by Amgad Elmahdi
Using ICT to improve water productivity introduction by Amgad ElmahdiUsing ICT to improve water productivity introduction by Amgad Elmahdi
Using ICT to improve water productivity introduction by Amgad ElmahdiWaPOR
 
ICT tools in Lebanon needs assessment results by Marie-Helene Nassif
ICT tools in Lebanon needs assessment results by Marie-Helene NassifICT tools in Lebanon needs assessment results by Marie-Helene Nassif
ICT tools in Lebanon needs assessment results by Marie-Helene NassifWaPOR
 
The start of LARI app by Ihab Jomaa
The start of LARI app by Ihab JomaaThe start of LARI app by Ihab Jomaa
The start of LARI app by Ihab JomaaWaPOR
 

Más de WaPOR (12)

Capacity Bulding - Marloes Mul - IHE Delft - 3 May 2023
Capacity Bulding - Marloes Mul - IHE Delft - 3 May 2023Capacity Bulding - Marloes Mul - IHE Delft - 3 May 2023
Capacity Bulding - Marloes Mul - IHE Delft - 3 May 2023
 
WaPOR 2- Compendium of solutions - Petra Schmitter - IWMI - 03 May 2023
WaPOR 2- Compendium of solutions - Petra Schmitter - IWMI - 03 May 2023WaPOR 2- Compendium of solutions - Petra Schmitter - IWMI - 03 May 2023
WaPOR 2- Compendium of solutions - Petra Schmitter - IWMI - 03 May 2023
 
WaPOR 2- Compendium of solutions - Petra Schmitter - IWMI - 05 May 2023
WaPOR 2- Compendium of solutions - Petra Schmitter - IWMI - 05 May 2023WaPOR 2- Compendium of solutions - Petra Schmitter - IWMI - 05 May 2023
WaPOR 2- Compendium of solutions - Petra Schmitter - IWMI - 05 May 2023
 
WaPOR Portal v2.1 - Karl Morteo - FAO - 5 May 2023
WaPOR Portal v2.1 - Karl Morteo - FAO - 5 May 2023WaPOR Portal v2.1 - Karl Morteo - FAO - 5 May 2023
WaPOR Portal v2.1 - Karl Morteo - FAO - 5 May 2023
 
pyWaPOR - Bert Coerver - FAO - 5 May 2023
pyWaPOR - Bert Coerver - FAO - 5 May 2023pyWaPOR - Bert Coerver - FAO - 5 May 2023
pyWaPOR - Bert Coerver - FAO - 5 May 2023
 
WaPOR Phase 2 updates - Livia Peiser - FAO - 3 May 2023
WaPOR Phase 2 updates - Livia Peiser - FAO - 3 May 2023WaPOR Phase 2 updates - Livia Peiser - FAO - 3 May 2023
WaPOR Phase 2 updates - Livia Peiser - FAO - 3 May 2023
 
WaPOR version 3 - H Pelgrum - eLeaf - 05 May 2023.pdf
WaPOR version 3 - H Pelgrum - eLeaf - 05 May 2023.pdfWaPOR version 3 - H Pelgrum - eLeaf - 05 May 2023.pdf
WaPOR version 3 - H Pelgrum - eLeaf - 05 May 2023.pdf
 
WaPOR version 3 - Annemarie Klaasse - eLeaf - 05 May 2023.pdf
WaPOR version 3 - Annemarie Klaasse - eLeaf - 05 May 2023.pdfWaPOR version 3 - Annemarie Klaasse - eLeaf - 05 May 2023.pdf
WaPOR version 3 - Annemarie Klaasse - eLeaf - 05 May 2023.pdf
 
The upgrade of LARI app by MT Abi Saab
The upgrade of LARI app by MT Abi SaabThe upgrade of LARI app by MT Abi Saab
The upgrade of LARI app by MT Abi Saab
 
Using ICT to improve water productivity introduction by Amgad Elmahdi
Using ICT to improve water productivity introduction by Amgad ElmahdiUsing ICT to improve water productivity introduction by Amgad Elmahdi
Using ICT to improve water productivity introduction by Amgad Elmahdi
 
ICT tools in Lebanon needs assessment results by Marie-Helene Nassif
ICT tools in Lebanon needs assessment results by Marie-Helene NassifICT tools in Lebanon needs assessment results by Marie-Helene Nassif
ICT tools in Lebanon needs assessment results by Marie-Helene Nassif
 
The start of LARI app by Ihab Jomaa
The start of LARI app by Ihab JomaaThe start of LARI app by Ihab Jomaa
The start of LARI app by Ihab Jomaa
 

Último

Get Started with The Rolling Plate: Your Cloud Kitchen Business
Get Started with The Rolling Plate: Your Cloud Kitchen BusinessGet Started with The Rolling Plate: Your Cloud Kitchen Business
Get Started with The Rolling Plate: Your Cloud Kitchen BusinessTherollingplates
 
Ramadan Chocolate Gifts Ramadan Chocolate Gifts
Ramadan Chocolate Gifts Ramadan Chocolate GiftsRamadan Chocolate Gifts Ramadan Chocolate Gifts
Ramadan Chocolate Gifts Ramadan Chocolate Giftsoperations616114
 
Ramadan Dates Gift Box Ramadan Dates Gift Box
Ramadan Dates Gift Box Ramadan Dates Gift BoxRamadan Dates Gift Box Ramadan Dates Gift Box
Ramadan Dates Gift Box Ramadan Dates Gift Boxoperations616114
 
Food Mutagens (Exploring Food Mutagens: Understanding Their Impact on Health ...
Food Mutagens (Exploring Food Mutagens: Understanding Their Impact on Health ...Food Mutagens (Exploring Food Mutagens: Understanding Their Impact on Health ...
Food Mutagens (Exploring Food Mutagens: Understanding Their Impact on Health ...Uswa34
 
Kitchen Essentials & Basic Food Preparation CHAPTER 1.pptx
Kitchen Essentials & Basic Food Preparation CHAPTER 1.pptxKitchen Essentials & Basic Food Preparation CHAPTER 1.pptx
Kitchen Essentials & Basic Food Preparation CHAPTER 1.pptxMhackBalberanZara
 
Best Verified 2 kala jadu Love Marriage Black Magic Punjab Powerful Black Mag...
Best Verified 2 kala jadu Love Marriage Black Magic Punjab Powerful Black Mag...Best Verified 2 kala jadu Love Marriage Black Magic Punjab Powerful Black Mag...
Best Verified 2 kala jadu Love Marriage Black Magic Punjab Powerful Black Mag...Amil baba
 

Último (8)

PMG Newsletter (Volume 03. Issue 09).pdf
PMG Newsletter (Volume 03. Issue 09).pdfPMG Newsletter (Volume 03. Issue 09).pdf
PMG Newsletter (Volume 03. Issue 09).pdf
 
Get Started with The Rolling Plate: Your Cloud Kitchen Business
Get Started with The Rolling Plate: Your Cloud Kitchen BusinessGet Started with The Rolling Plate: Your Cloud Kitchen Business
Get Started with The Rolling Plate: Your Cloud Kitchen Business
 
Ramadan Chocolate Gifts Ramadan Chocolate Gifts
Ramadan Chocolate Gifts Ramadan Chocolate GiftsRamadan Chocolate Gifts Ramadan Chocolate Gifts
Ramadan Chocolate Gifts Ramadan Chocolate Gifts
 
Ramadan Dates Gift Box Ramadan Dates Gift Box
Ramadan Dates Gift Box Ramadan Dates Gift BoxRamadan Dates Gift Box Ramadan Dates Gift Box
Ramadan Dates Gift Box Ramadan Dates Gift Box
 
Take Dunkinrunsonyou.com survey At Dunkinrunsonyou.com.co
Take Dunkinrunsonyou.com survey At Dunkinrunsonyou.com.coTake Dunkinrunsonyou.com survey At Dunkinrunsonyou.com.co
Take Dunkinrunsonyou.com survey At Dunkinrunsonyou.com.co
 
Food Mutagens (Exploring Food Mutagens: Understanding Their Impact on Health ...
Food Mutagens (Exploring Food Mutagens: Understanding Their Impact on Health ...Food Mutagens (Exploring Food Mutagens: Understanding Their Impact on Health ...
Food Mutagens (Exploring Food Mutagens: Understanding Their Impact on Health ...
 
Kitchen Essentials & Basic Food Preparation CHAPTER 1.pptx
Kitchen Essentials & Basic Food Preparation CHAPTER 1.pptxKitchen Essentials & Basic Food Preparation CHAPTER 1.pptx
Kitchen Essentials & Basic Food Preparation CHAPTER 1.pptx
 
Best Verified 2 kala jadu Love Marriage Black Magic Punjab Powerful Black Mag...
Best Verified 2 kala jadu Love Marriage Black Magic Punjab Powerful Black Mag...Best Verified 2 kala jadu Love Marriage Black Magic Punjab Powerful Black Mag...
Best Verified 2 kala jadu Love Marriage Black Magic Punjab Powerful Black Mag...
 

Sharing experiences using WaPOR data - Marloes Mul - IHE Delft - 5 May 2023

  • 1. Sharing experiences using WaPOR data IHE Delft Institute for Water Education
  • 2. Galana Kulalu Irrigation Scheme Food Security project by Govt of Kenya Indian Ocean • 24 Center pivots, 65 ha per CP • In 2022, additional 17 CP’s are installed increasing the cropped area from 2000 to 5000 ha • WaPOR based analysis on crop WP • Lower water productivity • Water saving opportunity ? Chukalla et al. 2022 https://github.com/wateraccounting/ WAPORWP
  • 3. Galana Kulalu Irrigation Scheme Food Security project by Govt of Kenya Ø Installed and testing 3 soil moisture sensors in the drip irrigation based sites close to Center pivots Ø Testing now in the season of 2022/23 Ø The Scheme staff are trained by the JKUAT Khub on installing, recording and interpreting data Ø Frequency of drip irrigation reduced from daily to once in 3 to 4 days. With no impact on production Ø Next step, will be to link it with WaPOR data and test in CP’s
  • 4. Using WaPOR data to train spatial Aquacrop GIS for Metahara Sugar estate, Ethiopia Improved Crop Yield Prediction using Coupled Remote Sensing based Aquacrop-GIS and Machine Learning Algorithms for Irrigated Sugarcane Aquacrop parameter Brel (crop fertility stress) Aquacrop parameter Maximum canopy cover Andre Mawradhi
  • 5. Improved Crop Yield Prediction using Coupled Remote Sensing based Aquacrop-GIS and Machine Learning Algorithms for Irrigated Sugarcane Multiple Linear regression model Model result comparison Andre Mawradhi
  • 6. ▪ SDG 6.4.1 Change in Water use effiency 𝑊𝑈𝐸 = 𝐴!" ∗ 𝑃# + 𝑀!" ∗ 𝑃$ + 𝑆!" ∗ 𝑃% With: Awe, Mwe, Swe = water use efficiency of agriculture, industry, and services sector [USD/m3] PA, Pm, Ps = proportion of total water withdrawn per sector [%] Global tool – WaPOR4Awp: wapor4awp.org 𝐴!" = #$%& ∗ '()' $& With: GVAa = Gross Value Added by agriculture (river and marine fisheries and forestry excluded) (USD) Va = Volume of water used by the agricultural sector (including irrigation, livestock, and aquaculture) (m3) 1-Cr = Proportion of agricultural GVA produced by irrigated agriculture obtained from AQUASTAT Instead of Va we use water consumed of the water withdrawal, also called Blue ET (ETb) in the irrigated land estimated as follows: 𝑉!"# = ∑$%%&'(( 𝐸𝑇#,* 𝐸𝑇(,* = ∑+,- -. 𝑚𝑎𝑥 𝐸𝑇 − 𝑃", 0 With ET being the actual evapotranspiration and interception from WaPOR.
  • 7. Global tool – WaPOR4Awp: wapor4awp.org
  • 8. ▪ What is WaPOR? ▪ What can you do with it? ▪ How do I access the data and how can I do analyses? ▪ How can I use the available tools? Capacity building in focus countries (direct recipients of the project) ▪ Phase 1 >300 participants trained in 16 countries ▪ Phase 2: 243 participants trained in 8 countries How to get to know more:
  • 9. But what about the rest of the world? • WaPOR data is open data soon available globally • IHE Delft’s mission of open science (incl open data and open education) • In consultation with FAO we decided to turn the training materials into an OpenCourseWare Currently 2460 participants (more than 500 added in 2022) are enrolled coming from over 92 countries (incl many countries not covered by WaPOR phase 1 extent) also available in French and Arabic Join the WaPOR community any time from anywhere!! OpenCourseWare for anyone else
  • 10. New OCW– WaPOR Concepts and Validation coming in June The course is organised into three modules: • Module 1: “Concepts of remote sensing ET (energy balance, FAO-56 PM)” • Module 2: “WaPOR database: structure, input data, and methods” • Module 3: “Validation of WaPOR database products” Can’t wait? Recommendation to finish Module 1 of OCW “Water Productivity and Water Accounting using WaPOR” https://wateraccounting.un-ihe.org/ocw-wapor-concepts-and-validation
  • 11. A tool to downscale WaPOR ET data to higher resolution for Zankalon and El Oweinat , Egypt Deriving high-resolution evapotranspiration products using data fusion method WaPOR Level 2 (100m) Sentinel natural color (10m) WaPOR downscaled (10m) Haneen Muhammad
  • 12. QGIS – FAO Downloader and WAPlugin Developed by MSc student from Vrije University of Brussels Based on WaPOROCW scripts WAPlugin idea from WaterPIP hackathon team Able to do simple calculation on WP (no time series)
  • 13. More information: Project website: http://wateraccounting.un-ihe.org/ IHE Delft - Water Accounting @wateraccounting Email: wateraccounting_project@un-ihe.org