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03-03-2020 1 Consequence of Precipitation Patterns on Rainfall Induced Landslides Arindam Dey Associate Professor Department of Civil Engineering IIT Guwahati iGrip Conclave 2020 IIT Gandhinagar 1 2 “Landslide is the movement of a mass of rock, debris or earth down a slope“ - Cruden (1991) Landslide

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Page 1: Consequence of Precipitation Patterns on Rainfall Induced ... Presentations/2020/Dey_iGrip... · Consequence of Precipitation Patterns on Rainfall Induced Landslides Arindam Dey Associate

03-03-2020

1

Consequence of Precipitation Patterns on

Rainfall Induced Landslides

Arindam Dey

Associate Professor

Department of Civil Engineering

IIT Guwahati

iGrip Conclave 2020

IIT Gandhinagar

1

2

“Landslide is the movement of a mass of rock, debris or earthdown a slope“ - Cruden (1991)

Landslide

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3

http://pubs.usgs.gov/fs/2004/3072/images/Fig3grouping-2LG.jpg

Classification of Landslides

4

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Landslides: CAUSE and TRIGGER

5

Causes of landslide

Factors that make the slope

vulnerable to failure

Factors that predisposes the

slope to become unstable

Landslide trigger

The single event that finally

initiates the landslide

Seismicity

Rainfall

Anthropogenic causes

Drainage blocks

Toe excavation

6

Mostly rainfall triggered

Increasing trend over the years

Landslides in Guwahati, Assam

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Congregation of thematic maps to develop

Landslide Susceptibility map

Landslide Hazard Zonation mapo Semi – heuristic method

o Weight factors based on lithology• Soil and Rock given almost similar weights

o Hydrogeology – surface indications• Dry – Damp –Wet – Dripping – Flowing

Landslide Studies for Guwahati city

7

Slope map Geology map

Distance to lineament map Distance to drainage map

Land use map

Landslide susceptibility map

of Guwahati city

What is missing? Landslide triggering mechanism

Influence of antecedent conditions

Temporal recurrence and likelihood

Study Area - Guwahati city

8

Geomorphology o Three prominent geomorphological feature

o Residual hills altitude ranging 100–300 meter above MSL

o Low-lying alluvial plains varying altitudes of 49–56 meter

o Marshy wetlands

8 major hill series:(1) Nabagraha and Sunsali hill series

(2) Japorigog hill

(3) Sonaighuli and Jutikuchi hill series

(4) Narakashur hill

(5) Nilachal hill

(6) Fatasil hill

(7) Jalukbari hill

(8) Khanapara hill

(9) Agyathuri hills

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Characterization of Hillslope Soils

9

Characterization of Hillslope Soils

10

0

50

100

150

200

250

0 150 300 450 600

τ

σ'

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TRIGRS model for Guwahati city (Regional scale)

11

Transient Rainfall Infiltration and Grid-Based Regional Slope-Stability Model (TRIGRS) (Baum et al., 2002; Savage et al., 2004)

FORTRAN code for infinite slope stability model Transient pore pressure response to rainfall infiltration Temporal and spatial distribution of shallow rainfall-induced

landslides Decrease in the factor of safety values Infiltration process is approximated as one-dimensional

vertical flow Each cell of the grid is considered as a vertical soil column Simple runoff routing process Drain excess surface water to adjacent downslope cells Implementation of complex storm events

TRIGRS Model for Guwahati city (Regional scale)

12

Input data (ALOS–3D DEM 1 Arc Sec) Thematic data

o Digital Elevation Model – Topography of study areao Slope mapo Aspect mapo Depth of Soil formation mapo Ground water level map

Rainfall – Applied surface infiltration Soil Parameters

o Cohesion (N/m2)o Angle of Internal Friction (φ⁰)o Saturated Permeability (ksat)o Soil Diffusivity (Do)o Saturated Volumetric Water Content, θs

o Residual Volumetric Water Content, θr

o α – parameter (Gardner, 1958)

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TRIGRS Model for Guwahati city (Regional scale)

13

TRIGRS – SEEP/W calibration

TRIGRS Model for Guwahati city (Regional scale)

14

Calibrated Soil Parameters

c′ (kPa) φ′ (⁰) γs (kN/m3) ks (m/s) Do (m/s) θs θr α

10 27⁰ 18.5 2.5×10-6 2.5×10-5 0.45 0.05 0.8

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TRIGRS Model for Guwahati city (Regional scale)

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Output o Factor of Safety map of the study area

o Evaluation and Validation of the FoS map

Landslide Inventoryo “Rapid Visual Screening Potential Landslide Areas of

Guwahati”

o July, 2012 – Assam State Disaster Management Authority (ASDMA)

o Location of landslide occurrences in the month of June, 2012

o Landslide prone areas in the form of GPS Latitude-Longitude coordinates

o 347 locations – referred as RVS-points

Rainfall Triggered Landslides in Guwahati city

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Detailed Rainfall record

TRMM Daily (24–hour) rainfall data

o1998 – 2015, July

o The yearly reports of landslide occurrence

oRelation of rainfall events and landslide

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Rainfall Triggered Landslides in Guwahati city

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Detailed Rainfall record

TRMM Daily (24–hour) rainfall data

o1998 – 2015, July

o The yearly reports of landslide occurrence

oRelation of rainfall events and landslide

Year

No

of

day

s w

ith

Rai

nfa

ll

Cu

mu

lati

ve R

ain

fall

(mm

)

No

of

day

s fo

r D

aily

R

ain

fall

(10m

m -

25 m

m)

No

of

day

s fo

r D

aily

R

ain

fall

(25m

m-5

0mm

)

No

of

day

s fo

r D

aily

R

ain

fall

(50m

m -

80m

m)

No

of

day

s fo

r D

aily

R

ain

fall

(80m

m -

100m

m)

No

of

day

s fo

r D

aily

R

ain

fall

> 10

0mm

Max

Dai

ly R

ain

fall

(mm

)

Max

Cu

mu

lati

ve R

ain

fall

wit

hin

48

ho

urs

(m

m)

Max

Cu

mu

lati

ve R

ain

fall

wit

hin

72

ho

urs

(m

m)

Lan

dsl

ides

Rep

ort

ed

1998 170 3185 39 20 6 8 4 148 238 263 y

1999 179 2978 47 32 11 0 1 106 144 190

2000 171 3058 26 26 9 2 5 144 157 169

2001 178 2404 43 25 8 0 0 70 101 138

2002 178 2878 44 26 7 2 2 104 158 180

2003 179 2881 51 15 7 3 4 147 237 313 y

2004 167 3647 38 27 9 7 4 223 316 363 y

2005 180 2977 42 22 15 2 1 106 153 186

2006 159 1973 41 16 6 0 1 108 109 124

2007 169 3466 38 24 8 4 6 185 202 254 y

2008 182 2731 47 34 6 1 0 91 122 152

2009 148 2265 29 14 10 2 2 119 136 141

2010 171 3356 46 29 11 5 1 105 181 226

2011 156 2229 51 19 6 1 1 101 185 202

2012 152 2877 34 28 10 1 2 131 209 212 y

2013 151 2457 38 25 9 0 1 104 150 185

2014 146 2513 33 29 3 3 2 190 347 362 y

2015 143 2547 37 22 8 1 3 111 173 234

Maximum 182 3647 51 34 15 8 6 223 347 363

Average 166 2801 40 24 8 2 2 127 184 216

Minimum 143 1973 26 14 3 0 0 70 101 124

Rainfall Triggered Landslides in Guwahati city

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TRIGRS simulation of 6-day triggering event

Rainfall events of

oOctober 2004 (3-10-2004 to 8-10-2004)

o June 2012 (20-6-2012 to 26-6-2012)

o September 2014 (20-9-2014 to 25-9-2014)

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Rainfall Triggered Landslides in Guwahati city

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TRIGRS simulation of 6-day triggering event

Rainfall events of

oOctober,2004 (3-10-2004 to 8-10-2004)

o June 2012 (20-6-2012 to 26-6-2012)

o September 2014 (20-9-2014 to 25-9-2014)

Antecedent Condition

20

TRIGRS simulation of monthly antecedence

Rainfall events of

o June 2012 (01-6-2012 to 26-6-2012)

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Combination of Antecedent and Triggering Rainfall

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Comparison of rainfall events ofo June 2012 (01-6-2012 to 26-6-2012)

oMarch-April 2010 (No landslide reported)

Combination of Antecedent and Triggering Rainfall

22

Comparison of rainfall events ofo June 2012 (01-6-2012 to 26-6-2012)

oMarch-April 2010

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Combination of Antecedent and Triggering Rainfall

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Comparison of rainfall events ofo June 2012 (01-6-2012 to 26-6-2012)

oMarch-April 2010 (No landslide reported)

Effect of Rainfall Pattern

24

Cumulative rainfall ofo400 mm distributed over 5 days

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Effect of Rainfall Pattern

25

Cumulative rainfall ofo400 mm distributed over 5 days

Effect of Rainfall Pattern

26

Cumulative rainfall ofo400 mm distributed over 5 days

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Effect of Rainfall Pattern

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Cumulative rainfall ofo400 mm distributed over 5 days

Landslide Hazard

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Rainfall Intensity – Duration – Frequency

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Landslide Hazard

29

Combining the FoS maps for generating the landslide recurrence map

Rainfall Intensity in

mm/day

Rainfall Return Period

2 year 5 year 10 year 20 year 50 year

Rai

nfa

ll D

ura

tio

n

24 hour 142 186 215 243 278

36 hour 107 140 163 184 211

48 hour 87 115 133 151 174

60 hour 74 98 114 129 149

72 hour 65 87 101 114 132

Landslide Hazard Map

30

FoS maps are combined

landslide hazard map

Location of probable landsliding

Within specified Return Period

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Summary and Final Remarks

31

Study of the rainfall induced landslides in the hills of Guwahati city Field and laboratory investigations for hillslope material

characterizationo Strength and hydrogeological parameters (stratification,

permeability, infiltration, GWT and depth of basal rock)

Calibration of TRIGRS model for Guwahati city ALOS-3D DEM 1 arc-second

Analysis of rainfall induced landslides Analysis of only triggering rainfall may be misleading Antecedent conditions play a substantial role Intricate combination of antecedent and triggering rainfall Influence of periodical rainfall pattern

Some Relevant Publications

32

Sarma, C. P., Dey, A. and Murali Krishna, A. (2020) Investigation of rainfall induced landslides at the hillslopes of Guwahati region, Assam in Geotechnics for Natural Disaster Mitigation and Management, Ed. A. Murali Krishna and T. Katsumi, Springer, Singapore, pp. 75-87: ISBN No. 978-981-13-8827-9.

Sarma, C. P., Dey, A. and Murali Krishna, A. (2020) “Influence of digital elevation models on the simulation of rainfall-induced landslides in the hillslopes of Guwahati, India” Engineering Geology (Elsevier), Vol. 268, Article No. 105523.

Sarma, C. P., Murali Krishna, A. and Dey, A. (2015) “Landslide hazard assessment of Guwahati region using physically based models” 6th Annual Conference of the International Society for Integrated Disaster Risk Management (IDRIM-TIFAC 2015), New Delhi, India, pp. 1-13.

Sarma, C. P., Murali Krishna, A. and Dey, A. (2014) “Probabilistic slope stability analysis considering spatial variability of soil properties: Influence of correlation length” Proceedings of the 14th International Conference of the International Association for Computational Methods and Recent Advances in Geomechanics (IACMAG 2014) (Eds. F. Oka, A. Murakami, R. Uzuoka and S. Kimoto), Kyoto, Japan, pp. 1125-1130.

Sarma, C. P., Murali Krishna, A. and Dey, A. (2016) “Geotechnical characterization of hill slope soils of Guwahati region” Geotechnology Towards Global Standards, Indian Geotechnical Conference, IGC 2016 Department of Civil Engineering, IIT Madras, India, pp. 1-4.

https://www.iitg.ac.in/arindam.dey

https://www.researchgate.net/profile/Arindam_Dey11

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33 …….Thank You

Acknowledgments

DST-NRDMS Project

Comprehensive rainfall induced landslide hazard analysis of ‘Sunsali’ and ‘Noonmati’ hills in Guwahati region (2018-2021)

Chiranjib Prasad Sarma

Bedanta Kalita

Mrinmoy Sarma

A Murali Krishna