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Incorporating gendered landscapes into physically-based models 
via Participatory 3-D Mapping 
Dr. Tracy Baker - Researcher, Hydrology & Hydrologic Modeling 
Dr. Liza Debevec - Social Scientist Ms. Yenenesh Abebe - GIS and Database Management 
International Water Management Institute - East Africa & Nile Basin 
Dr. Beth Cullen - Social Scientist 
International Livestock Research Institute - Ethiopia 
Uniting agriculture and nature for poverty reduction
Photo: Tracy Baker, IWMI Photo: Matthew McCartney, IWMI Photo: Joseph King, TAMUS 
MEA 2006 
Four Categories of Ecosystem Services 
Provisioning 
Services 
Regulating 
Services 
Cultural 
Services 
Supporting Services 
Products obtained 
directly from ecosystems 
Benefits obtained by 
regulating ecosystem 
processes 
Material and non-material 
ecosystems 
benefits 
•Aesthetic 
•Spiritual 
•Educational 
•Recreational 
•Climate regulation 
•Flood regulation 
•Disease regulation 
•Water purification 
•Food 
•Fresh water 
•Fuel 
•Wood, Fiber, Medicine 
Services necessary for the production of all other ecosystem services: 
Soil Formation Nutrient Cycling Primary production
1 2 3 
+ 
Watershed 
delineation 
& discretization 
from DEM 
Discretized watershed 
(model elements) 
Intersect model 
elements with… 
Land cover, 
Soils, 
Weather 
Run model 
Visualize / 
Analyze 
Results 
Hydrologic model 
How to reconcile the biophysical with the social?
Traditional Spatial 
• Location 
• Size 
• Direction 
• Inter-object relationships 
• Reǀeals thiŶgs ǁe doŶ’t or 
caŶ’t saLJ 
• Non-literate 
• Ecosystem dynamics 
• Paper Surveys 
• Participatory Rural Appraisal 
• Focus Groups 
• Working with community 
Challenge 
leaders one-on-one 
• Policy-driven approach 
• Science-driven 
We need to incorporate human perception and value systems
• Local knowledge identifies most 
important resources 
• Necessarily points out ESs 
• Connected to livelihoods 
• Takes many forms (2D, 3D, drawing, 
community measuring, GPS) 
Caution 
• Who participates and why? 
• Maps contain private 
information 
• Have potential to empower or 
marginalize 
Photo: Scott Miller, UWYO 
Photo: Liza Debevec, IWMI
SWAT Inputs 
• FAO Soils 
• ASTER 30m GDEM v.2 
• Digitized land use 
from GoogleEarth 
• CFSR Weather & Daily 
collected 
Manual calibration 
Annual Water Balance 
Monthly Flow Calibration
SWAT Landuse 
• Rangelands 
• Bush 
• Forest* 
• Pasture 
• Barley-Teff- 
Potato 
• Eucalyptus 
• Barren* 
• Low density 
residential 
* Not in analyst 
land use map 
Female LU 
N-S R2 = 0.74 
PBIAS = 19% 
Male LU 
N-S R2 = 0.87 
PBIAS = 24%
Important Differences 
• Males identified 
• 11 Springs 
• 6 Sacred Trees 
• 3 Sacred Sites 
• More grazing land 
• More fertile soils 
• Females identified 
• 15 Springs 
• 3 Sacred Trees 
• 4 Sacred Sites 
• 2 Holy Water Sites 
• 4 Quarries 
• More degraded & 
less fertile soils 
Female Male 
Surface Q 
(mm) 
622 584 
Shallow GW 
(mm) 
389 353 
ET (mm) 
627 703 
Sediment 
(T/ha) 
10.3 8.5
Use ŵodels to … 
• Evaluate multiple perceptions of landscapes and quantify impact 
on ecosystem services 
• Assess how alternate future climates, land use, and attendant 
hydrologic response will impact ecosystem services as valued by 
communities 
Explore: 
• Focused Site(s) for 
evaluating models 
• Identification of ESs at 
multiple scales 
• Alternative climate and 
land use scenarios 
Run many scenarios 
10 - 20 yr Management
Opportunities & Limitations 
Examples driven by point location and 
watershed configuration options 
• Flow at a spring or important water point 
(.rch) 
• Impact of irrigation - Consumptive water use 
(.wus) 
• Water distribution at key grazing areas 
• Plant water stress in a given hru 
• Changes in water sourcing (groundwater vs 
surface water) 
Issue: How practical for land use planning 
and management? 
Uniting agriculture and nature for poverty reduction
What’s Nedžt? 
• Continued support of 3D and 2D 
mapping at multiple scales in 
Ethiopia and Kenya 
• WLE, Rainfed, Humidtropics, 
WISE-UP 
• Multiple scale assessments 
• CG-SWAT Community of 
Practice 
• October 2014 
• 15 SWAT experts from CG w/ 
Dr. Srinivasan (TAMUS) 
• Ecosystem Services Protocols 
Uniting agriculture and nature for poverty reduction
http://wle.cgiar.org/blogs/ Search: 
Hydrologist, Gender 
Thank You! 
If LJou’re Ŷot oŶ the ŵap … 
… theŶ, LJou don’t edžist! 
Contact: t.baker@cgiar.org

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Incorporating gendered landscapes into physically based models via participatory 3-d mapping

  • 1. Incorporating gendered landscapes into physically-based models via Participatory 3-D Mapping Dr. Tracy Baker - Researcher, Hydrology & Hydrologic Modeling Dr. Liza Debevec - Social Scientist Ms. Yenenesh Abebe - GIS and Database Management International Water Management Institute - East Africa & Nile Basin Dr. Beth Cullen - Social Scientist International Livestock Research Institute - Ethiopia Uniting agriculture and nature for poverty reduction
  • 2. Photo: Tracy Baker, IWMI Photo: Matthew McCartney, IWMI Photo: Joseph King, TAMUS MEA 2006 Four Categories of Ecosystem Services Provisioning Services Regulating Services Cultural Services Supporting Services Products obtained directly from ecosystems Benefits obtained by regulating ecosystem processes Material and non-material ecosystems benefits •Aesthetic •Spiritual •Educational •Recreational •Climate regulation •Flood regulation •Disease regulation •Water purification •Food •Fresh water •Fuel •Wood, Fiber, Medicine Services necessary for the production of all other ecosystem services: Soil Formation Nutrient Cycling Primary production
  • 3. 1 2 3 + Watershed delineation & discretization from DEM Discretized watershed (model elements) Intersect model elements with… Land cover, Soils, Weather Run model Visualize / Analyze Results Hydrologic model How to reconcile the biophysical with the social?
  • 4. Traditional Spatial • Location • Size • Direction • Inter-object relationships • Reǀeals thiŶgs ǁe doŶ’t or caŶ’t saLJ • Non-literate • Ecosystem dynamics • Paper Surveys • Participatory Rural Appraisal • Focus Groups • Working with community Challenge leaders one-on-one • Policy-driven approach • Science-driven We need to incorporate human perception and value systems
  • 5. • Local knowledge identifies most important resources • Necessarily points out ESs • Connected to livelihoods • Takes many forms (2D, 3D, drawing, community measuring, GPS) Caution • Who participates and why? • Maps contain private information • Have potential to empower or marginalize Photo: Scott Miller, UWYO Photo: Liza Debevec, IWMI
  • 6. SWAT Inputs • FAO Soils • ASTER 30m GDEM v.2 • Digitized land use from GoogleEarth • CFSR Weather & Daily collected Manual calibration Annual Water Balance Monthly Flow Calibration
  • 7. SWAT Landuse • Rangelands • Bush • Forest* • Pasture • Barley-Teff- Potato • Eucalyptus • Barren* • Low density residential * Not in analyst land use map Female LU N-S R2 = 0.74 PBIAS = 19% Male LU N-S R2 = 0.87 PBIAS = 24%
  • 8. Important Differences • Males identified • 11 Springs • 6 Sacred Trees • 3 Sacred Sites • More grazing land • More fertile soils • Females identified • 15 Springs • 3 Sacred Trees • 4 Sacred Sites • 2 Holy Water Sites • 4 Quarries • More degraded & less fertile soils Female Male Surface Q (mm) 622 584 Shallow GW (mm) 389 353 ET (mm) 627 703 Sediment (T/ha) 10.3 8.5
  • 9. Use ŵodels to … • Evaluate multiple perceptions of landscapes and quantify impact on ecosystem services • Assess how alternate future climates, land use, and attendant hydrologic response will impact ecosystem services as valued by communities Explore: • Focused Site(s) for evaluating models • Identification of ESs at multiple scales • Alternative climate and land use scenarios Run many scenarios 10 - 20 yr Management
  • 10. Opportunities & Limitations Examples driven by point location and watershed configuration options • Flow at a spring or important water point (.rch) • Impact of irrigation - Consumptive water use (.wus) • Water distribution at key grazing areas • Plant water stress in a given hru • Changes in water sourcing (groundwater vs surface water) Issue: How practical for land use planning and management? Uniting agriculture and nature for poverty reduction
  • 11. What’s Nedžt? • Continued support of 3D and 2D mapping at multiple scales in Ethiopia and Kenya • WLE, Rainfed, Humidtropics, WISE-UP • Multiple scale assessments • CG-SWAT Community of Practice • October 2014 • 15 SWAT experts from CG w/ Dr. Srinivasan (TAMUS) • Ecosystem Services Protocols Uniting agriculture and nature for poverty reduction
  • 12. http://wle.cgiar.org/blogs/ Search: Hydrologist, Gender Thank You! If LJou’re Ŷot oŶ the ŵap … … theŶ, LJou don’t edžist! Contact: t.baker@cgiar.org