Livelihood Security: Climate change, conflict and migration in - UNEP
Livelihood Security: Climate change, conflict and migration in - UNEP
Livelihood Security: Climate change, conflict and migration in - UNEP
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Box 4 . Data limitations<br />
A major challenge <strong>in</strong> mapp<strong>in</strong>g historical climate trends as well as factors associated with <strong>migration</strong><br />
<strong>and</strong> <strong>conflict</strong> is the limitation <strong>in</strong> data. There is a lack of reliable <strong>and</strong> complete data beyond the last<br />
40 years. Some of the key limitations are:<br />
Precipitation <strong>and</strong> temperature: Data measur<strong>in</strong>g precipitation <strong>and</strong> temperature depends on the<br />
<strong>in</strong>formation gathered by weather stations. One limitation is the low number of weather stations with<strong>in</strong><br />
the region that regularly collect <strong>in</strong>formation. As such, an analysis of the variability <strong>in</strong> ra<strong>in</strong> <strong>in</strong>tensity, for<br />
example, is limited by the data available.<br />
Drought <strong>and</strong> flood<strong>in</strong>g: The earliest data available for droughts <strong>and</strong> floods is from 1981 <strong>and</strong> 1985,<br />
respectively. Similar to the other datasets used, the relatively recent data does not allow for the<br />
analysis of long-term trends.<br />
Conflict: Data is only recorded for <strong>conflict</strong>s that have 25 battle deaths or more. It therefore does<br />
not cover small-scale localized <strong>conflict</strong>s that occur between <strong>and</strong> among livelihood practitioners,<br />
which is of particular <strong>in</strong>terest to this study, as these small-scale <strong>conflict</strong>s are often the first to occur<br />
<strong>in</strong> relation to <strong>change</strong>s <strong>in</strong> environmental factors susta<strong>in</strong><strong>in</strong>g livelihoods. Detailed data on small-scale<br />
<strong>conflict</strong>s <strong>in</strong> the region has not been collected systematically.<br />
Migration: Very little data exists <strong>in</strong> the region on <strong>migration</strong> flows, with surveys conducted only <strong>in</strong> 1976-<br />
1980, 1988-1992 <strong>and</strong> 2000-2002. In addition, the data on <strong>migration</strong> is static, show<strong>in</strong>g one period,<br />
rather than a trend over time, which can be highly <strong>in</strong>fluenced by political events <strong>in</strong> the region. As<br />
such, it is not possible to draw generalizations on patterns of <strong>migration</strong> from the data.<br />
For more detailed <strong>in</strong>formation on the datasets <strong>and</strong> methodologies used, see Annexes 3 <strong>and</strong> 5.<br />
1°C to 1.5°C are observed across Mauritania, Mali,<br />
Chad <strong>and</strong> the very northern portions of Niger, along<br />
the border with Algeria <strong>and</strong> Libya, while <strong>in</strong>creases<br />
between 0.5°C <strong>and</strong> 1.0°C are found along the<br />
Atlantic coast from Senegal to Togo, <strong>in</strong> certa<strong>in</strong> parts<br />
of Cape Verde, <strong>in</strong> most of Niger, <strong>in</strong> southern <strong>and</strong><br />
central Burk<strong>in</strong>a Faso <strong>and</strong> <strong>in</strong> western Chad. F<strong>in</strong>ally,<br />
less marked <strong>in</strong>creases of up to 0.5°C have occurred<br />
Figure 3 . Mean seasonal temperature <strong>in</strong> the CILSS countries (1970-2006)<br />
Mean seasonal temperature <strong>in</strong> the CILSS countries (1970-2006)<br />
Mean seasonal temperature (°C)<br />
31.5<br />
31.0<br />
30.5<br />
30.0<br />
29.5<br />
29.0<br />
<strong>Livelihood</strong> <strong>Security</strong>: <strong>Climate</strong> Change, Migration <strong>and</strong> Conflict <strong>in</strong> the Sahel<br />
<strong>in</strong> much of southern Mali, northern <strong>and</strong> western parts<br />
of Burk<strong>in</strong>a Faso, northern Gu<strong>in</strong>ea <strong>and</strong> Côte d’Ivoire,<br />
coastal Liberia, pockets of Senegal, south-western<br />
Niger <strong>and</strong> most of Nigeria.<br />
The data also shows that from 1976 to 2006, nearly<br />
50 per cent of the total area <strong>and</strong> almost 50 per<br />
cent of the total population of the CILSS countries<br />
1970<br />
1972<br />
1974<br />
1976<br />
1978<br />
1980<br />
1982<br />
1984<br />
1986<br />
1988<br />
1990<br />
1992<br />
1994<br />
1996<br />
1990<br />
2000<br />
2002<br />
2004<br />
Mean seasonal<br />
temperature<br />
Source: <strong>Climate</strong> Research Unit Time-Series (CRU TS) 3 .0 climate data . Includes the five year long-term average (LTA5), <strong>and</strong> the<br />
ten year long-term average (LTA10)<br />
2006<br />
LTA5<br />
LTA10<br />
31