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Table 2 Indexed indicators, profiles, and overall LVI for highland, midland, wetland, and lowland AESs

From: Vulnerability analysis of smallholder farmers to climate variability and change: an agro-ecological system-based approach in the Fincha’a sub-basin of the upper Blue Nile Basin of Ethiopia

Profile/ Component

Indicators

Units

Indexed value for each indicator

HL

ML

WL

LL

1. Climate

The standard deviation of the average daily maximum temperature by month between 1995 and 2015

Changes over time, °C

0.191

0.182

0.182

0.405

The standard deviation of the average daily minimum temperature by month between 1995 and 2015

Changes over time, °C

0.148

0.109

0.109

0.391

The standard deviation of the average monthly precipitation between 1995 and 2015

Changes over time, mm

0.293

0.269

0.269

0.484

Average number of drought events in the past 20 years

Number of events

0.630

0.149

0.183

1.000

Average number of flood events in the past 20 years

Number of events

0.359

0.000

1.000

0.755

Profile indexed value

 

0.324

0.142

0.348

0.607

2. Ecosystem

Land suitability for agriculture

Index

0.500

0.000

0.500

0.750

Sustainability of land use system

Index

1.000

0.000

0.500

0.750

Land with improved soil water conservation techniques

Percent

0.263

0.221

0.484

0.210

Irrigation potential

Hectare

0.680

0.830

0.580

1.000

Profile indexed value

 

0.611

0.263

0.516

0.678

3. Agriculture

Average annual total production

Tons per HH

0.652

0.629

0.742

0.682

Average changes in productivity per hectare

Tons per Ha

0.756

0.754

0.667

0.785

The diversity of crop species (Inverse)

1/(# of Crops + 1)

0.533

0.571

0.571

0.615

Profile indexed value

 

0.647

0.652

0.660

0.694

4. Wealth

Average farm size of HH

Hectare per HH

0.485

0.480

0.339

0.568

Average number of livestock per HH

TLU/HH

0.479

0.432

0.347

0.277

Average Existing loans per HH (Inverse)

Birr/HH

0.713

0.794

0.894

0.467

Average non-agricultural income

Birr/HH

0.079

0.230

0.010

0.004

Profile indexed value

 

0.439

0.484

0.397

0.329

5. Technology

Households (HHs) who used Insecticide and pesticide

Percent

0.040

0.105

0.088

0.174

HHs who used fertilizer

Percent

0.895

0.936

0.915

0.853

HHs who used improved seed

Percent

0.596

0.651

0.716

0.642

HHs who have irrigation potential

Percent

0.316

0.179

0.421

0.080

Profile indexed value

 

0.462

0.468

0.535

0.437

6. Infrastructure

Average time to access all-weather roads

Hours

0.702

0.761

0.673

0.351

Average time to access schools

Hours

0.742

0.777

0.742

0.530

Average time to access veterinary services

Hours

0.731

0.757

0.731

0.574

Average time to access markets

Hours

0.613

0.747

0.693

0.427

HHs who have access to savings and credit

Percent

0.653

0.779

0.579

0.200

HHs who have access to electricity

Percent

0.042

0.137

0.000

0.000

HHs who have access to telephone

Percent

0.653

0.842

0.337

0.063

Profile indexed value

 

0.591

0.686

0.537

0.306

7. Community

Male-headed households

Percent

0.867

0.960

0.960

0.930

Household heads attended some level of school

Percent

0.821

0.853

0.632

0.300

Extension service received

Percent

0.800

0.850

0.870

0.660

Average number of trainings attended

Number

1.000

1.000

1.000

0.000

Average time to access health services

Hours

0.514

0.549

0.480

0.411

Radio ownership

Percent

0.842

0.919

0.558

0.432

Profile indexed value

 

0.807

0.855

0.750

0.456

8. Social

Governance (% of HHs participated in the election of leadership)

Percent

0.870

0.843

0.842

0.789

Membership in CBOs

% of HHs who are members of CBO

0.895

0.915

0.920

0.821

Participation in projects

Participation index

0.412

0.618

0.471

0.324

Availability of bylaws

Percent

0.590

0.680

0.620

0.580

Average number of non-working days per month

Number of Days

0.558

0.642

0.592

0.125

HHs who have the tradition of working together

Percent

0.920

0.899

0.798

0.910

Profile indexed value

 

0.708

0.766

0.707

0.591

  1. HL highland, ML midland, WL wetland, and LL lowland exposure and sensitivity components and higher vulnerability factor for adaptive capacity component. The highland and wetland AESs scored intermediate results and the details of the major profiles and its associated indicators discussed below