Extreme Weather Events in Nepal:
Trends and Projections
Nicky Shree Shrestha
The Small Earth Nepal, Kathmandu University
Piyush Dahal
The Small Earth Nepal
The Changing Climate
The Changing Climate
Devastating Natural Disasters
CLIMATOLOGICAL NON-CLIMATOLOGICAL
Distribution of Natural Disasters of Nepal
AVALANCHE COLD WAVE DROUGHT
FAMINE FLOOD FOREST FIRE
FROST HAIL STORM HEAT WAVE
LANDSLIDE RAINS SNOW STORM
STORM STRONG WIND THUNDERSTORM
Distribution of Major Climatological Disasters of Nepal
Looking at the past climate extremes
Looking at the past climate extremes
Looking at the past climate extremes
Looking at the past climate extremes
• Catchment area-32104
km2
• 12 districts (entire) and
7 (partial)
• Altitude-88 to 8148
masl
• Mean annual
temperature-3.1 to
30.9OC.
• 16% area is covered by
snow and ice and water
bodies.
• Around 40% of the is
covered by agricultural
land.
A Case Study of the Gandaki River Basin, Nepal
• DHM, Government of
Nepal.
• Temperature -5 stations
• Precipitation-20
stations
• Data sets from year
1981 to 2012 (above 30
years).
Data Sources
Station
No.
Altitude
(m) SU25 TXx TXn TNn TNx TX10P TX90P TN10P TN90P
601 2744 -0.225 -0.027 0 0.137 0.06 0.106 -0.003 -0.338 0.251
604 2566 0.003 -0.009 0.005 -0.034 -0.007 -0.175 0.321 0.046 -0.142
906 868 0.662 0.016 0.072 0.005 -0.057 -0.406 0.389 -0.031 -0.006
1007 474 0.324 0.020 0.041 0.102 0.03 -0.222 0.169 -0.565 0.393
1038 1085 0.416 -0.034 -0.051 0.012 0.044 -0.153 0.016 -0.381 0.155
Average 0.236 -0.007 0.013 0.044 0.014 -0.170 0.178 -0.254 0.130
No. of Stations with
positive trend 4 2 4 4 3 1 4 1 3
No. of Stations with
negative trend 1 3 1 1 2 4 1 4 2
Station
No.
Altitude
(m) WSDI CSDI DTR
TMAX
Mean
TMIN
Mean TR15 TR20
601 2744 0.184 -0.246 -0.054 -0.004 0.051 0.246 0
604 2566 0.525 -0.524 0.044 0.031 -0.018 -0.065 0
906 868 0.33 0.438 0.051 0.057 0.007 0.496 -0.077
1007 474 0.326 -0.97 -0.037 0.019 0.054 1.899 0
1038 1085 -0.2 -0.463 -0.017 0.015 0.033 0.449 0.994
Average 0.233 -0.353 -0.0026 0.0236 0.0254 0.605 0.1834
No. of Stations with
positive trend 4 1 2 4 4 4 4
No. of Stations with
negative trend 1 4 3 1 1 1 1
Temperature Indices
0
500
1000
1500
2000
2500
3000
-0.8 -0.6 -0.4 -0.2 0 0.2 0.4 0.6
Elevation(m)
Percentage of days/year
Cool Nights
Warm Nights
0
500
1000
1500
2000
2500
3000
-0.6 -0.4 -0.2 0 0.2 0.4 0.6
Elevation(m)
Percentage of days/year
Cool Days
Warm Days
Trend in cool and warm nights
with elevation
Trend in cool and warm days with
elevation
Temperature Indices
0
500
1000
1500
2000
2500
3000
-1.5 -1 -0.5 0 0.5 1
Elevation(m)
Annual count (days)/year
CSDI
WSDI
0
500
1000
1500
2000
2500
3000
-0.4 -0.2 0 0.2 0.4 0.6 0.8
Elevation(m)
Annual count (days)/year
SU25
Trend in CSDI and WSDI with elevation
Trend in summer days (SU25) with
elevation
Temperature Indices
Station
No. CDD CWD PRCPTOT R10 mm R20 mm R50 mm R95p R99p RX1day RX5day SDII
613 0.931 -0.116 0.504 0.06 -0.031 -0.069 -4.02 1.281 0.503 -0.44 -0.027
614 0.368 0.104 -5.013 -0.056 -0.168 -0.059 -3.595 0.397 0.041 0.041 -0.064
701 1.154 0.033 -15.815 -0.529 -0.329 -0.103 -1.662 3.311 0.808 -0.4 -0.101
704 1.718 -0.13 -0.211 -0.173 -0.014 0.049 4.525 1.467 -0.221 2.554 0.242
725 1.093 -0.047 -5.974 -0.262 -0.113 -0.016 1.121 1.495 0.546 -0.513 0.029
802 0.892 -0.232 -0.177 -0.08 0.087 -0.026 -0.727 -3.61 -0.849 -1.121 0.017
805 1.538 0.114 10.022 -0.086 0.01 0.137 13.435 6.341 1.292 2.189 0.045
807 1.245 -0.071 10.469 0.252 0.181 0.158 9.87 0.504 0.691 2.083 0.215
808 0.628 0.237 -3.71 -0.407 0.017 0.008 0.885 2.623 0.296 0.101 -0.051
810 1.29 0.083 -8.5 -0.1 -0.12 -0.095 -4.873 -2.769 -1.807 -3.241 -0.172
814 0.431 0.802 7.61 -0.038 0.032 0.079 11.601 5.859 -0.469 -1.343 0.112
815 0.941 0.066 -10.275 -0.006 -0.212 -0.14 -1.474 0.558 0.208 1.07 -0.096
824 0.594 -0.284 2.456 -0.079 0.22 0.085 3.365 -1.925 0.106 -0.198 0.074
903 1.373 -0.261 5.449 -0.249 0.025 0.093 10.357 4.743 1.596 2.142 0.069
904 1.749 -0.293 -3.698 -0.296 -0.079 0.063 5.292 1.258 0.292 2.446 0.075
906 0.588 -0.096 5.082 0.015 -0.054 0.076 10.458 4.273 1.203 3.471 0.109
920 1.222 -0.511 -5.821 -0.359 -0.047 0.066 3.191 -0.256 -0.721 -0.211 0.124
1007 2.808 0.351 -14.923 -0.25 -0.275 -0.147 -9.623 -0.855 -0.584 -1.106 -0.151
1038 0.45 -0.037 5.366 0.254 0.137 0.027 0.519 -2.744 -1.1 -0.168 0.017
1054 2.059 -0.821 -13.247 -0.562 -0.009 0.001 2.915 7.208 -0.317 -0.955 -0.014
Average 1.154 -0.056 -2.0203 -0.14755 -0.0371 0.00935 2.578 1.45795 0.0757 0.32005 0.0226
Stations
with
positive
trend 20 8 8 3 8 12 13 14 12 9 12
Stations
with
negative
trend 0 12 12 17 12 8 7 6 8 11 8
Precipitation Indices
0
500
1000
1500
2000
2500
-6 -4 -2 0 2 4 6 8
Elevation(m)
Trend (mm/year)
R99p
R99p
0
500
1000
1500
2000
2500
-0.8 -0.6 -0.4 -0.2 0 0.2 0.4
Elevation(m)
Trend (mm/year)
R10 mm
R10
Trend in R99P (extremely
wet days) with elevation
Trend in R10 (No. of heavy
precipitation days) with elevation
Precipitation Indices
0
500
1000
1500
2000
2500
-20 -15 -10 -5 0 5 10 15
Elevation(m)
Trend (mm/year)
PRCPTOT
PRCPTOT
0
500
1000
1500
2000
2500
0 0.5 1 1.5 2 2.5 3
Elevation(m)
Trend (mm/year)
CDD
CDD
Trend in CDD with elevation
Trend in PRCPTOT (wet day
precipitation) with elevation
Precipitation Indices
Future projection of extremes events
Future (2041-2071) projection of change (%) in Consecutive dry days with baseline 1970-1999
Trend in CDD with elevation
Future projection of extremes events
Future (2041-2071) projection of change (%) in wet days index with baseline 1970-1999
Future projection of extremes events
Future (2041-2071) projection of change (%) in highest one day rainfall with baseline 1970-1999
Trend in CDD with elevation
Future projection of extremes events
Future (2041-2071) projection of change (%) in consecutive wet days with baseline 1970-1999
Conclusion
Warming trend of temperature.
No distinct trends of precipitation but the extreme precipitation events are
increasing.
Consecutive dry days are increasing and are more pronounced in the higher
altitude.
In future, the wet days index is projected to increase in the lowland Terai but
decrease in the higher altitude.
Acknowledgement
This study is a part of research project “Climate Change Adaptation for
Livestock Smallholders in Gandaki River Basin Nepal” and is
supported by USAID Feed the Future Innovation Lab for
Collaborative Research on Adapting Livestock Systems to
Climate Change.
THANK YOU

Nicky shree shrestha

  • 1.
    Extreme Weather Eventsin Nepal: Trends and Projections Nicky Shree Shrestha The Small Earth Nepal, Kathmandu University Piyush Dahal The Small Earth Nepal
  • 2.
  • 3.
  • 4.
    Devastating Natural Disasters CLIMATOLOGICALNON-CLIMATOLOGICAL Distribution of Natural Disasters of Nepal AVALANCHE COLD WAVE DROUGHT FAMINE FLOOD FOREST FIRE FROST HAIL STORM HEAT WAVE LANDSLIDE RAINS SNOW STORM STORM STRONG WIND THUNDERSTORM Distribution of Major Climatological Disasters of Nepal
  • 5.
    Looking at thepast climate extremes
  • 6.
    Looking at thepast climate extremes
  • 7.
    Looking at thepast climate extremes
  • 8.
    Looking at thepast climate extremes
  • 9.
    • Catchment area-32104 km2 •12 districts (entire) and 7 (partial) • Altitude-88 to 8148 masl • Mean annual temperature-3.1 to 30.9OC. • 16% area is covered by snow and ice and water bodies. • Around 40% of the is covered by agricultural land. A Case Study of the Gandaki River Basin, Nepal
  • 10.
    • DHM, Governmentof Nepal. • Temperature -5 stations • Precipitation-20 stations • Data sets from year 1981 to 2012 (above 30 years). Data Sources
  • 11.
    Station No. Altitude (m) SU25 TXxTXn TNn TNx TX10P TX90P TN10P TN90P 601 2744 -0.225 -0.027 0 0.137 0.06 0.106 -0.003 -0.338 0.251 604 2566 0.003 -0.009 0.005 -0.034 -0.007 -0.175 0.321 0.046 -0.142 906 868 0.662 0.016 0.072 0.005 -0.057 -0.406 0.389 -0.031 -0.006 1007 474 0.324 0.020 0.041 0.102 0.03 -0.222 0.169 -0.565 0.393 1038 1085 0.416 -0.034 -0.051 0.012 0.044 -0.153 0.016 -0.381 0.155 Average 0.236 -0.007 0.013 0.044 0.014 -0.170 0.178 -0.254 0.130 No. of Stations with positive trend 4 2 4 4 3 1 4 1 3 No. of Stations with negative trend 1 3 1 1 2 4 1 4 2 Station No. Altitude (m) WSDI CSDI DTR TMAX Mean TMIN Mean TR15 TR20 601 2744 0.184 -0.246 -0.054 -0.004 0.051 0.246 0 604 2566 0.525 -0.524 0.044 0.031 -0.018 -0.065 0 906 868 0.33 0.438 0.051 0.057 0.007 0.496 -0.077 1007 474 0.326 -0.97 -0.037 0.019 0.054 1.899 0 1038 1085 -0.2 -0.463 -0.017 0.015 0.033 0.449 0.994 Average 0.233 -0.353 -0.0026 0.0236 0.0254 0.605 0.1834 No. of Stations with positive trend 4 1 2 4 4 4 4 No. of Stations with negative trend 1 4 3 1 1 1 1 Temperature Indices
  • 12.
    0 500 1000 1500 2000 2500 3000 -0.8 -0.6 -0.4-0.2 0 0.2 0.4 0.6 Elevation(m) Percentage of days/year Cool Nights Warm Nights 0 500 1000 1500 2000 2500 3000 -0.6 -0.4 -0.2 0 0.2 0.4 0.6 Elevation(m) Percentage of days/year Cool Days Warm Days Trend in cool and warm nights with elevation Trend in cool and warm days with elevation Temperature Indices
  • 13.
    0 500 1000 1500 2000 2500 3000 -1.5 -1 -0.50 0.5 1 Elevation(m) Annual count (days)/year CSDI WSDI 0 500 1000 1500 2000 2500 3000 -0.4 -0.2 0 0.2 0.4 0.6 0.8 Elevation(m) Annual count (days)/year SU25 Trend in CSDI and WSDI with elevation Trend in summer days (SU25) with elevation Temperature Indices
  • 14.
    Station No. CDD CWDPRCPTOT R10 mm R20 mm R50 mm R95p R99p RX1day RX5day SDII 613 0.931 -0.116 0.504 0.06 -0.031 -0.069 -4.02 1.281 0.503 -0.44 -0.027 614 0.368 0.104 -5.013 -0.056 -0.168 -0.059 -3.595 0.397 0.041 0.041 -0.064 701 1.154 0.033 -15.815 -0.529 -0.329 -0.103 -1.662 3.311 0.808 -0.4 -0.101 704 1.718 -0.13 -0.211 -0.173 -0.014 0.049 4.525 1.467 -0.221 2.554 0.242 725 1.093 -0.047 -5.974 -0.262 -0.113 -0.016 1.121 1.495 0.546 -0.513 0.029 802 0.892 -0.232 -0.177 -0.08 0.087 -0.026 -0.727 -3.61 -0.849 -1.121 0.017 805 1.538 0.114 10.022 -0.086 0.01 0.137 13.435 6.341 1.292 2.189 0.045 807 1.245 -0.071 10.469 0.252 0.181 0.158 9.87 0.504 0.691 2.083 0.215 808 0.628 0.237 -3.71 -0.407 0.017 0.008 0.885 2.623 0.296 0.101 -0.051 810 1.29 0.083 -8.5 -0.1 -0.12 -0.095 -4.873 -2.769 -1.807 -3.241 -0.172 814 0.431 0.802 7.61 -0.038 0.032 0.079 11.601 5.859 -0.469 -1.343 0.112 815 0.941 0.066 -10.275 -0.006 -0.212 -0.14 -1.474 0.558 0.208 1.07 -0.096 824 0.594 -0.284 2.456 -0.079 0.22 0.085 3.365 -1.925 0.106 -0.198 0.074 903 1.373 -0.261 5.449 -0.249 0.025 0.093 10.357 4.743 1.596 2.142 0.069 904 1.749 -0.293 -3.698 -0.296 -0.079 0.063 5.292 1.258 0.292 2.446 0.075 906 0.588 -0.096 5.082 0.015 -0.054 0.076 10.458 4.273 1.203 3.471 0.109 920 1.222 -0.511 -5.821 -0.359 -0.047 0.066 3.191 -0.256 -0.721 -0.211 0.124 1007 2.808 0.351 -14.923 -0.25 -0.275 -0.147 -9.623 -0.855 -0.584 -1.106 -0.151 1038 0.45 -0.037 5.366 0.254 0.137 0.027 0.519 -2.744 -1.1 -0.168 0.017 1054 2.059 -0.821 -13.247 -0.562 -0.009 0.001 2.915 7.208 -0.317 -0.955 -0.014 Average 1.154 -0.056 -2.0203 -0.14755 -0.0371 0.00935 2.578 1.45795 0.0757 0.32005 0.0226 Stations with positive trend 20 8 8 3 8 12 13 14 12 9 12 Stations with negative trend 0 12 12 17 12 8 7 6 8 11 8 Precipitation Indices
  • 15.
    0 500 1000 1500 2000 2500 -6 -4 -20 2 4 6 8 Elevation(m) Trend (mm/year) R99p R99p 0 500 1000 1500 2000 2500 -0.8 -0.6 -0.4 -0.2 0 0.2 0.4 Elevation(m) Trend (mm/year) R10 mm R10 Trend in R99P (extremely wet days) with elevation Trend in R10 (No. of heavy precipitation days) with elevation Precipitation Indices
  • 16.
    0 500 1000 1500 2000 2500 -20 -15 -10-5 0 5 10 15 Elevation(m) Trend (mm/year) PRCPTOT PRCPTOT 0 500 1000 1500 2000 2500 0 0.5 1 1.5 2 2.5 3 Elevation(m) Trend (mm/year) CDD CDD Trend in CDD with elevation Trend in PRCPTOT (wet day precipitation) with elevation Precipitation Indices
  • 17.
    Future projection ofextremes events Future (2041-2071) projection of change (%) in Consecutive dry days with baseline 1970-1999
  • 18.
    Trend in CDDwith elevation Future projection of extremes events Future (2041-2071) projection of change (%) in wet days index with baseline 1970-1999
  • 19.
    Future projection ofextremes events Future (2041-2071) projection of change (%) in highest one day rainfall with baseline 1970-1999
  • 20.
    Trend in CDDwith elevation Future projection of extremes events Future (2041-2071) projection of change (%) in consecutive wet days with baseline 1970-1999
  • 21.
    Conclusion Warming trend oftemperature. No distinct trends of precipitation but the extreme precipitation events are increasing. Consecutive dry days are increasing and are more pronounced in the higher altitude. In future, the wet days index is projected to increase in the lowland Terai but decrease in the higher altitude.
  • 22.
    Acknowledgement This study isa part of research project “Climate Change Adaptation for Livestock Smallholders in Gandaki River Basin Nepal” and is supported by USAID Feed the Future Innovation Lab for Collaborative Research on Adapting Livestock Systems to Climate Change.
  • 23.