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Niko Wanders Unravelling the complex interplay between competition for land and water, drought and conflict Nina von Uexkull, Halvard Buhaug, Jannis Hoch, Sophie de Bruin, Giuliano Di Baldassarre @niko_wanders E: [email protected]

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Page 1: Unravelling the complex interplay between …...Unravelling the complex interplay between competition for land and water, drought and conflict Nina von Uexkull, HalvardBuhaug, JannisHoch,

Niko Wanders

Unravelling the complex interplay between competition for land and water, drought and conflict

Nina von Uexkull, Halvard Buhaug, Jannis Hoch, Sophie de Bruin, Giuliano Di Baldassarre

@niko_wandersE: [email protected]

Page 2: Unravelling the complex interplay between …...Unravelling the complex interplay between competition for land and water, drought and conflict Nina von Uexkull, HalvardBuhaug, JannisHoch,

Point of departure of the project

1. Existing research has started to identify conditional and indirect relationships between climate, drought and conflict (see Koubi(2019) ARPS)o The agricultural sector is highlighted as key actor

2. Existing research focuses on historical relationships but typically offers no explicit consideration of changes in future risk

3. Existing long-term conflict projections do not consider the interplay between socioeconomic and climatic changes

Ø Here, we aim to estimate future changes in conflict risk as a function of socioeconomic and climatic changes

Page 3: Unravelling the complex interplay between …...Unravelling the complex interplay between competition for land and water, drought and conflict Nina von Uexkull, HalvardBuhaug, JannisHoch,

Mach, K. J., Kraan, C. M., Adger, W. N., Buhaug, H., Burke, M., Fearon, J. D., … von Uexkull, N. (2019). Climate as a risk factor for armed conflict. Nature, https://doi.org/10.1038/s41586-019-1300-6

Will climate change lead to more armed conflict?

Page 4: Unravelling the complex interplay between …...Unravelling the complex interplay between competition for land and water, drought and conflict Nina von Uexkull, HalvardBuhaug, JannisHoch,

Economic dependence on

agriculture

Agricultural production

Drought Conflict

Non-agricultural production

Theoretical framework: A climate-conflict trap?

Do this link really exist?

Page 5: Unravelling the complex interplay between …...Unravelling the complex interplay between competition for land and water, drought and conflict Nina von Uexkull, HalvardBuhaug, JannisHoch,

Exogenous variablesfrom SSP-RCP scenarios

• Population growth• Educational attainment• Drought: Soil moisture

deficits over croplands

Endogenous variablesestimated

• Growth in agriculturalGDPpc

• Growth in non-agriculturalGDPpc

• Armed conflict

Training period: 1979-2014Projections: 2015-2099

Research Design

Page 6: Unravelling the complex interplay between …...Unravelling the complex interplay between competition for land and water, drought and conflict Nina von Uexkull, HalvardBuhaug, JannisHoch,

Draw realization of coefficients

Load first simulation year

(2015)

Calculate conflict probabilities for all

countries

Draw conflict outcomes

Update all endogenous

variables

Draw growth outcomes

Store simulated outcomes and

updated predictorsRepeat Repeat

Repeat for all years

Calculate non-agricultural

growth probabilities for all

countries

Calculate agricultural growth probabilities for all

countries

Draw growth outcomes

Hegre et al. 2013. “Predicting Armed Conflict, 2010–2050.” International Studies Quarterly 57 (2): 250–70.

Dynamic simulations

Page 7: Unravelling the complex interplay between …...Unravelling the complex interplay between competition for land and water, drought and conflict Nina von Uexkull, HalvardBuhaug, JannisHoch,

Data from Uppsala Conflict Data Program, focus on ”State-based violence” (Civil conflict) fought between government and at least one rebel groupresulting in at least 25 battle-related deaths per year. (E.g. Syria)

Page 8: Unravelling the complex interplay between …...Unravelling the complex interplay between competition for land and water, drought and conflict Nina von Uexkull, HalvardBuhaug, JannisHoch,

0.25

0.50

0.75

1.00

1979 2005 2030 2055 2080 2100Year

Neg

ative

Soi

l moi

stur

e in

dex

Globallymcr_smi_neg_ipsl2p6mcr_smi_neg_ipsl4p5mcr_smi_neg_ipsl8p5

Drought projections for different RCPs

Page 9: Unravelling the complex interplay between …...Unravelling the complex interplay between competition for land and water, drought and conflict Nina von Uexkull, HalvardBuhaug, JannisHoch,

Conflictprojections

selectscenarios

−0.050

−0.025

0.000

0.025

0.050

2015 2040 2060 2080 2100Year

Diff

eren

ce o

f Pro

porti

on o

f cou

ntrie

s in

con

flict

GloballySSP1SSP2SSP3SSP4SSP5SSP5_2

Differences in proportion in

conflict for higheremission vs

”Paris” scenario

Outlooks of conflict

Page 10: Unravelling the complex interplay between …...Unravelling the complex interplay between competition for land and water, drought and conflict Nina von Uexkull, HalvardBuhaug, JannisHoch,

Evidence of drought conflict links in vulnerablecontexts

• Growing-season drought has no significant effect on civil conflict outbreak.

• Yet, it sustains civil conflict violence in the contexts of political marginalization and agricultural dependence in poor countries

von Uexkull, et al. (2016). Civil conflict sensitivity to growing-season drought. Proceedings of the National Academy of Sciences, 113(44), 12391–12396.

Page 11: Unravelling the complex interplay between …...Unravelling the complex interplay between competition for land and water, drought and conflict Nina von Uexkull, HalvardBuhaug, JannisHoch,

Conclusions

• Increasing drought is expected to alter conflict occurrence

• Impacts of increased drought occurrence might be balanced out by improvements in social economic conditions

• Long-term impact of drought on land use and hydrology is currently not included in conflict projections

Page 12: Unravelling the complex interplay between …...Unravelling the complex interplay between competition for land and water, drought and conflict Nina von Uexkull, HalvardBuhaug, JannisHoch,

Ongoing steps

• Global drought impacts simulations

• Historic and future land use simulations

• Improved understanding of land surface – conflict feedbacks

Sutanudjaja, E. H., et al. 2018, doi:10.5194/gmd-11-2429-2018Wanders, N. & Wada, Y. 2015. doi:10.1016/j.jhydrol.2014.10.047