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Vulnerability indicators and
       mapping: Nepal

        Ruth Butterfield and Fernanda Zermoglio


Read more on weADAPT at http://weadapt.org/knowledge-base/vulnerability/nepal-vulnerability-assessment
Nepal vulnerability assessment and indicators
Figure 1: District-wise distribution of estimated loss due to these WRDs in Nepal (Thapa, 2006)
Source: DHM ( 2002, 2004-2006)


      Year                                           Adverse Weather conditions

      2002       Western Half of the country influenced by dry spell till end of July while the eastern half was
                 havocked by floods.

      2004       Southern plains of Far and Mid western regions recorded <75% of the normal rainfall while the
                 eastern Terai experienced dry spell followed by heavy rainfall in July.
                 The effect of drought was almost double than that of the floods. About 215 thousand hectares
                 agriculture land in 10 districts in Western and Mid Western regions were affected by the deficit in
                 rainfall. While, about 111 thousand hectares agriculture land was affected by floods in the Terai
                 plains of Eastern and Central regions.



      2005       Late onset and weak initial phase of monsoon caused a drought-like weather condition affecting the
                 early stage of paddy planting.
                 Only 45-85% of rice planting was completed by the end of August in the east. Eight eastern districts
                 were the worst affected in terms of rice plantation.


      2006       Dry winter. The country received less than 25% of the normal winter rain, affecting winter crops.
                 The monsoon was also weak. June, July and August remained dry, except flooding in July in the
                 Mid and Far Western regions. Because of this, eastern regions experienced drought and western
                 regions were affected bt floods, both of these affecting the agriculture.
                 Nine districts of the Terai (Southern plains) region were declared as dry regions for the first time in .
Livelihood profiles and principal livelihood activities of sampled households in 2005 taken
from Nepal:
Comprehensive Food Security and Vulnerability Analysis, WFP, vam, 2005

  Livelihood Profile      No. of        %          Primary Share           Secondary and
                          sampled       Households                         Tertiary Share
                          Households
  1. Agriculture          371           25%           Sales of crops       Unskilled
                                                      (76%)                labour
  2. Unskilled Wage       332           24%           Unskilled wage       Agriculture and
  Labour                                              labour (82%)         livestock
  3. Remittances          280           15%           Remittances          Agriculture
                                                      (81%)
  4. Salaried & Skilled   291           16%           Salaried/skilled     Agriculture,
  Work                                                work (84%)           livestock
  5. Livestock            172           7%            Sales of livestock   Agriculture
                                                      (76%)
  6. Petty Trade &        128           6%            Petty trade or       Brewing,
  Commerce                                            commerce (81%)       Agriculture
  7. Natural Resources    76            5%            Handicrafts and      Other activities
  &Handicrafts                                        use of natural
                                                      resources (61%)
  8. Government           63            3%            Government           Agriculture
  pension                                             assistance (78%)
Proportion of hazards in
Des-Inventar Hazards database
Years   Affected wards    No. of    Human loss         Agriculture        Infrastructural damage         Source
                             events                        damage

1976       8, 9, 10, 11      1        70 deaths      Not available      Not available                      Field
1987       8 and 9           1        --                                21 houses damaged                  Field
1988       10                1        --                                50 houses damaged                  Field
1991       2                 1        --                                25 houses damaged                  Field
1995       4, 9, 10          4        152 families                      11 houses/ 11 canals/7 drinking    Field
                                      affected                          water/3 buildings/4 bridges / Rs
                                                                        7,934,000


1998       1, 2, 3, 4, 5     1        3 deaths                          56 houses swept away               Field
2000       6, 9, 10          3        1 death/9      2.5 ha land        6 houses/1 school/       suspension MoHA
                                      families                          bridge/ Rs 292,500
                                      affected


2001       1, 3, 8, 9, 10    5        7 families     --                 7 houses/Rs 409,400                DWIDP
                                      affected

2002       2, 4, 5, 10, 11   4        9 families     --                 9 houses/Rs. 2,186,700             DWIDP
                                      affected
Nepal vulnerability assessment and indicators
Nepal vulnerability assessment and indicators
Losses $
                                               Year/m DataCa Losses                        
                                               onth   rds    local$
                                 Mid-
                                 Western
                                 Region        1980/ 7       1             0         9,400
                                               1992/ 6       1             0             0
                                               1992/ 8       5             0             0
                                               1994/ 8       3             0        22,063
                                               1994/ 9       1             0             0
                                               2001/ 3       2             0             0
                                               2002/ 7       2             0             0
                                               2002/ 8       2             0             0

                                               2003/ 6       1    10,000                  0
                                 Western
                                 Region        1982/ 9       1             0             0
                                               1992/ 8       1             0             0
                                               1994/ 8       4             0        21,548
                                               2003/ 1       1             0         8,635




Table: Drought events national
Source: Dis Inventar ,Note that the two recent extreme droughts have been in 1992 and 1994 both of which were ENSO years.
2003 and 2003 may also have been influenced by the ENSO.
Poverty and development indices




    Adult Literacy %                   GDP per capita
Adult literacy %




     Human development index         Educational attainment index
Concern             Indicator                      Data source              Notes
Dimensio
n
Human      Immediate impacts   Deaths/ injuries due to        Desinventar/ CRED        Down to village level
                               climate hazards

                               Affected families              Desinventar database     Down to village level




Natural    Loss natural        Area of irrigated land (ha)    National sample census   District
           assets/livelihood                                  of agriculture 2001/02

Natural                        Number and area of             National sample census   District
                               holdings, number of holdings   of agriculture 2001/02
                               reporting and area of land
                               made uncultivable due to
                               flood/soil erosion
Natural                        percentage crop area           National sample census   District
                                                              of agriculture 2001/02


Natural                        Sufficiency of agricultural    National sample census   District
                               produce (number of holdings    of agriculture 2001/02
                               out of total number of
                               holdings))
Natural                        Period of insufficiency        National sample census   District
                               (months/12)                    of agriculture 2001/02


Natural    Loss/fragmentatio   farm size (ha)                 National sample census   District
           n/ Degradation of                                  of agriculture 2001/02
           productive land




Natural                        no. holdings with land,        National sample census   District
                               livestock and poultry          of agriculture 2001/02
Physical   Loss road network   Road density (m/km2)             ?



Human                          infant mortality rate            Nepal Human            District
                                                                Development Report
                                                                2004

Physical                       Cost of damage due to            Desinventar database   Down to village level
                               hazard event


Social     Population shifts   population density,              Population census
                               population growth                1981,1991 2001


Social     Increased poverty   Human poverty index              Nepal Human            District
                                                                Development Report
                                                                2004
Social     Increase hunger     food security index              ?



Social                         Access to drinking water (%      Nepal Human            District
                               households)                      Development Report
                                                                2004

Social                         Access to electricity/radio (%   Human Development      District
                               households)                      report 2004


Social     Impact on health    infant mortality rate            Nepal Human            District
                                                                Development Report
                                                                2004
Social                         Chronic malnutrition in          Nepal Human            District
                               children under-5                 Development Report
                                                                2004
Economic    Impact on income     household income                Nepal Human              District
                                                                 Development Report
                                                                 2004
            Loss of workforce    migration into and out of the   Population census 2001   District
                                 district/region


                                 % population collecting         Districts of Nepal       District
                                 firewood or water as primary    Indicators of
                                 occupation                      development 2003,
                                                                 ICIMOD
            Impact of future      Adult literacy (male/ female   Nepal Human              District
            prosperity/opportu   literacy rate)                  Development Report
            nities                                               2004

                                 agriculture as a percentage     Nepal Human
                                 of GDP                          Development Report
                                                                 2004

                                 agricultural employees (% of    Nepal Human              District
                                 total population)               Development Report
                                                                 2004

            Property damaged                                     DesInventar



            Accessibilty to      length of road network or       ?
            markets              access to a road


Financial   access to credit                                     Nepal Human
            and financial                                        Development Report
            networks                                             2004
A) tHe number of reported flood events across Nepal, and B) value of losses
B) related to these events available in the DesInventar database for the Nepal
Nepal vulnerability assessment and indicators
Proportion of inward and outward migration
Proportion of households with access to institutional credit
Crop calendar for main cereal crops cultivated in Nepa l for regions




   P= Planting; TP= Trans-Planting; H= Harvesting.
   * Recent option adopted by some farmers in the Eastern region, allowing two paddy crops a year.
   ** Supplemental irrigation is practiced in the east.
   For instance, the lower parts of the Hills have similar cropping options as the adjacent Terai.
   Note that for paddy, maize and millet, the crop calendar is earlier in the Eastern region by approximately one month as compared to
   Far- and Mid-Western regions.
   Therefore, for the Eastern region the earlier dates presented in the crop calendar can be utilized while for the Far- and Mid-Western
   regions, the later dates are accurate. Wheat and barley are not affected.
   Taken from: Special Report, FAO/WFP food security assessment mission to Nepal, July 2007.
Event frequency of precipitation greater than 150mm over 3 days during period 1971-2000. Pokhara airpor
Daily
precipitation
for 1995
compared
with 30-year
normal
precipitation




Daily
precipitation
for 1998
 compared
with 30-year
normal
precipitation
Nepal vulnerability assessment and indicators
NUMBER OF FLOODS REPORTED: 1980 TO 20002CASUALTIES RESULTING
FROM FLOOD EVENTS
FIGURE 2: OCCURRENCE OF LANDSLIDES IN NEPAL AND SYANGIA
Priority ranking of climate change impacts for Nepal
(takenfrom Development and climate change in Nepal: Focus on water resources and hydropower
by Shardul Agrawala, Vivian Raksakulthai, Maarten van Aalst, Peter Larsen, Joel Smith and John Reynolds. (OECD, 2003)

     Resource/ranking                       Certainty of             Timing of impact Severity of                       Importance of
                                            impact                   (urgency)        impact                            resource




     Water resources and                    High                     High                    High                       High
     Hydropower


     Agriculture                            Medium-low               Medium-low              Medium                     High

     Human health                           Low                      Medium                  Uncertain                  High

     Ecosystems/Biodiversity                Low                      Uncertain               Uncertain                  Medium-high
Nepal vulnerability assessment and indicators

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Nepal vulnerability assessment and indicators

  • 1. Vulnerability indicators and mapping: Nepal Ruth Butterfield and Fernanda Zermoglio Read more on weADAPT at http://weadapt.org/knowledge-base/vulnerability/nepal-vulnerability-assessment
  • 3. Figure 1: District-wise distribution of estimated loss due to these WRDs in Nepal (Thapa, 2006)
  • 4. Source: DHM ( 2002, 2004-2006) Year Adverse Weather conditions 2002 Western Half of the country influenced by dry spell till end of July while the eastern half was havocked by floods. 2004 Southern plains of Far and Mid western regions recorded <75% of the normal rainfall while the eastern Terai experienced dry spell followed by heavy rainfall in July. The effect of drought was almost double than that of the floods. About 215 thousand hectares agriculture land in 10 districts in Western and Mid Western regions were affected by the deficit in rainfall. While, about 111 thousand hectares agriculture land was affected by floods in the Terai plains of Eastern and Central regions. 2005 Late onset and weak initial phase of monsoon caused a drought-like weather condition affecting the early stage of paddy planting. Only 45-85% of rice planting was completed by the end of August in the east. Eight eastern districts were the worst affected in terms of rice plantation. 2006 Dry winter. The country received less than 25% of the normal winter rain, affecting winter crops. The monsoon was also weak. June, July and August remained dry, except flooding in July in the Mid and Far Western regions. Because of this, eastern regions experienced drought and western regions were affected bt floods, both of these affecting the agriculture. Nine districts of the Terai (Southern plains) region were declared as dry regions for the first time in .
  • 5. Livelihood profiles and principal livelihood activities of sampled households in 2005 taken from Nepal: Comprehensive Food Security and Vulnerability Analysis, WFP, vam, 2005 Livelihood Profile No. of % Primary Share Secondary and sampled Households Tertiary Share Households 1. Agriculture 371 25% Sales of crops Unskilled (76%) labour 2. Unskilled Wage 332 24% Unskilled wage Agriculture and Labour labour (82%) livestock 3. Remittances 280 15% Remittances Agriculture (81%) 4. Salaried & Skilled 291 16% Salaried/skilled Agriculture, Work work (84%) livestock 5. Livestock 172 7% Sales of livestock Agriculture (76%) 6. Petty Trade & 128 6% Petty trade or Brewing, Commerce commerce (81%) Agriculture 7. Natural Resources 76 5% Handicrafts and Other activities &Handicrafts use of natural resources (61%) 8. Government 63 3% Government Agriculture pension assistance (78%)
  • 6. Proportion of hazards in Des-Inventar Hazards database
  • 7. Years Affected wards No. of Human loss Agriculture Infrastructural damage Source events damage 1976 8, 9, 10, 11 1 70 deaths Not available Not available Field 1987 8 and 9 1 -- 21 houses damaged Field 1988 10 1 -- 50 houses damaged Field 1991 2 1 -- 25 houses damaged Field 1995 4, 9, 10 4 152 families 11 houses/ 11 canals/7 drinking Field affected water/3 buildings/4 bridges / Rs 7,934,000 1998 1, 2, 3, 4, 5 1 3 deaths 56 houses swept away Field 2000 6, 9, 10 3 1 death/9 2.5 ha land 6 houses/1 school/ suspension MoHA families bridge/ Rs 292,500 affected 2001 1, 3, 8, 9, 10 5 7 families -- 7 houses/Rs 409,400 DWIDP affected 2002 2, 4, 5, 10, 11 4 9 families -- 9 houses/Rs. 2,186,700 DWIDP affected
  • 10. Losses $ Year/m DataCa Losses   onth rds local$ Mid- Western Region 1980/ 7 1 0 9,400 1992/ 6 1 0 0 1992/ 8 5 0 0 1994/ 8 3 0 22,063 1994/ 9 1 0 0 2001/ 3 2 0 0 2002/ 7 2 0 0 2002/ 8 2 0 0 2003/ 6 1 10,000 0 Western Region 1982/ 9 1 0 0 1992/ 8 1 0 0 1994/ 8 4 0 21,548 2003/ 1 1 0 8,635 Table: Drought events national Source: Dis Inventar ,Note that the two recent extreme droughts have been in 1992 and 1994 both of which were ENSO years. 2003 and 2003 may also have been influenced by the ENSO.
  • 11. Poverty and development indices Adult Literacy % GDP per capita Adult literacy % Human development index Educational attainment index
  • 12. Concern Indicator Data source Notes Dimensio n Human Immediate impacts Deaths/ injuries due to Desinventar/ CRED Down to village level climate hazards Affected families Desinventar database Down to village level Natural Loss natural Area of irrigated land (ha) National sample census District assets/livelihood of agriculture 2001/02 Natural Number and area of National sample census District holdings, number of holdings of agriculture 2001/02 reporting and area of land made uncultivable due to flood/soil erosion Natural percentage crop area National sample census District of agriculture 2001/02 Natural Sufficiency of agricultural National sample census District produce (number of holdings of agriculture 2001/02 out of total number of holdings)) Natural Period of insufficiency National sample census District (months/12) of agriculture 2001/02 Natural Loss/fragmentatio farm size (ha) National sample census District n/ Degradation of of agriculture 2001/02 productive land Natural no. holdings with land, National sample census District livestock and poultry of agriculture 2001/02
  • 13. Physical Loss road network Road density (m/km2) ? Human infant mortality rate Nepal Human District Development Report 2004 Physical Cost of damage due to Desinventar database Down to village level hazard event Social Population shifts population density, Population census population growth 1981,1991 2001 Social Increased poverty Human poverty index Nepal Human District Development Report 2004 Social Increase hunger food security index ? Social Access to drinking water (% Nepal Human District households) Development Report 2004 Social Access to electricity/radio (% Human Development District households) report 2004 Social Impact on health infant mortality rate Nepal Human District Development Report 2004 Social Chronic malnutrition in Nepal Human District children under-5 Development Report 2004
  • 14. Economic Impact on income household income Nepal Human District Development Report 2004 Loss of workforce migration into and out of the Population census 2001 District district/region % population collecting Districts of Nepal District firewood or water as primary Indicators of occupation development 2003, ICIMOD Impact of future Adult literacy (male/ female Nepal Human District prosperity/opportu literacy rate) Development Report nities 2004 agriculture as a percentage Nepal Human of GDP Development Report 2004 agricultural employees (% of Nepal Human District total population) Development Report 2004 Property damaged DesInventar Accessibilty to length of road network or ? markets access to a road Financial access to credit Nepal Human and financial Development Report networks 2004
  • 15. A) tHe number of reported flood events across Nepal, and B) value of losses B) related to these events available in the DesInventar database for the Nepal
  • 17. Proportion of inward and outward migration
  • 18. Proportion of households with access to institutional credit
  • 19. Crop calendar for main cereal crops cultivated in Nepa l for regions P= Planting; TP= Trans-Planting; H= Harvesting. * Recent option adopted by some farmers in the Eastern region, allowing two paddy crops a year. ** Supplemental irrigation is practiced in the east. For instance, the lower parts of the Hills have similar cropping options as the adjacent Terai. Note that for paddy, maize and millet, the crop calendar is earlier in the Eastern region by approximately one month as compared to Far- and Mid-Western regions. Therefore, for the Eastern region the earlier dates presented in the crop calendar can be utilized while for the Far- and Mid-Western regions, the later dates are accurate. Wheat and barley are not affected. Taken from: Special Report, FAO/WFP food security assessment mission to Nepal, July 2007.
  • 20. Event frequency of precipitation greater than 150mm over 3 days during period 1971-2000. Pokhara airpor
  • 23. NUMBER OF FLOODS REPORTED: 1980 TO 20002CASUALTIES RESULTING FROM FLOOD EVENTS
  • 24. FIGURE 2: OCCURRENCE OF LANDSLIDES IN NEPAL AND SYANGIA
  • 25. Priority ranking of climate change impacts for Nepal (takenfrom Development and climate change in Nepal: Focus on water resources and hydropower by Shardul Agrawala, Vivian Raksakulthai, Maarten van Aalst, Peter Larsen, Joel Smith and John Reynolds. (OECD, 2003) Resource/ranking Certainty of Timing of impact Severity of Importance of impact (urgency) impact resource Water resources and High High High High Hydropower Agriculture Medium-low Medium-low Medium High Human health Low Medium Uncertain High Ecosystems/Biodiversity Low Uncertain Uncertain Medium-high

Editor's Notes

  • #17: Proportion of crops in districts
  • #24: FIGURE 1: NUMBER OF FLOODS REPORTED: 1980 TO 20002CASUALTIES RESULTING FROM FLOOD EVENTS Identify risk prone areas both temporally and spatially. A first step in the process of risk mapping of flood prone areas in Nepal, for example, is to highlight the frequency and occurrence of floods across country. Scaling these data to the appropriate level of analysis is an advantage of the spatial framework of a GIS (Figure 1).