Mapping climate vulnerability and poverty in Africa: Where are the hot spots of climate change and household vulnerability?

Sometimes the answer to the question ‘Why?’ can come first from answering the question ‘Where?’

John Snow’s nineteenth century map of the incidences of cholera in London showed a cluster of cases around a particular water pump—which turned out to be a source of the outbreak. Now research groups have published maps showing the locations of African communities likely to be most vulnerable to the double threats of climate change and poverty. These maps, part of a 200-page report to the UK Department for International Development (DFID) published this month (August 2006) by the International Livestock Research Institute (ILRI), graphically show that there are many vulnerable regions of sub-Saharan Africa that are likely to be adversely affected by climate change. These include the mixed arid-semiarid systems in the Sahel, arid-semiarid rangeland systems in parts of eastern Africa, the systems in the Great Lakes region of eastern Africa, the coastal regions of eastern Africa, and many of the drier zones of southern Africa.

Poverty maps are nothing new. Philip Thornton, the senior author of this report and an agricultural systems analyst at ILRI, has previously led an ILRI team in developing maps of poverty and livestock in the developing world, which led to higher-resolution poverty maps being developed for Kenya and Uganda. These maps attempt to identify climate change – vulnerability hotspots in sub-Saharan Africa, to help DFID and other donors decide where they might locate specific research activities and where to put in place uptake pathways for research outputs.

These maps do not, like Snow’s water pump, disclose the causes of climate change or poverty, but they do provide aid agencies and policymakers with early warning about which African communities and farming systems are most in need of urgent attention to forestall future calamity.

As the world’s climate continues to change at an unprecedented rate, the impacts of climate change are likely to be considerable in Africa as well as other tropical developing regions. Many countries in sub-Saharan Africa currently have limited capacity to adapt to changing climate and increased probabilities of extreme events such as drought or flood.Considerable investments are needed to build local adaptive capacity so that countries are better able to respond to the challenges that climate change presents.

In partnership with the African Centre for Technology Studies and The Energy Research Institute, ILRI conducted a study commissioned by DFID to map climate vulnerability and poverty in Africa. ILRI published the results of this study in August 2006.

Several high-level governmental and inter-governmental papers and assessments are already using the ILRI-DFID study and resulting maps. These include report of a UK Foresight project on Detection and Identification of Infectious Diseases in April 2006, the July 2006 UK White Paper on International Development, and an August 2006 review draft of the IAASTD Global Report (International Assessment of Agricultural Science and Technology for Development). These reports stress that farmers in many places will need to adapt to climate change, by investing in alternative crops and livestock, adjusting their management regimes, or by diversifying their income-generating activities (particularly off-farm activities). Raising awareness about the possible impact of climate change, and improving consultation between all levels of government and civil society, will be essential.

The work has highlighted several key points. One is that there is such heterogeneity in household access to resources, poverty levels and ability to cope that vulnerability assessments increasingly need to be done at regional and national levels rather than the continental-level analysis written up here. Second, local responses to climate change need to be dynamic — adaptation to climate change needs to be seen as a dynamic and continuous process rather than as a one-off activity. Third, while climate change impacts may be considerable in particular places, it is only one of several elements that affect smallholders and their livelihood options. The interactions between climate change and human health, for example, are likely to have enormous consequences on livelihoods and will only add to the burdens of those who are already poor and vulnerable.

The result of the new study conducted for DFID is a book-length report published by ILRI in August 2006, Mapping Climate Vulnerability and Poverty in Africa.

To view the entire electronic version of the book, click to open:

To view the book by chapter, go to:

Executive Summary
Background
Objectives and activities
Framework
Climate impacts in sub-Saharan Africa
Poverty and vulnerability
User needs
Conclusions
References and Acronyms
Appendices
o Note 1: Indicators of adaptive capacity
Note 2: South-south cooperation
o
Note 3: Climate change & health in Africa: incidence of vector-borne diseases & HIV/AIDS
Note 4: The climate, development, and poverty nexus in Africa
Note 5: The Sub-Saharan Africa Challenge Programme
Note 6: The ASARECA priority setting work
Note 7: The SLP’s food-feed impact assessment framework
Note 8: The SAKSS poverty targeting tool
Note 9:
Simulating regional production with crop models

Photo Essay: Kenya: Saving lands and livelihoods in Kitengela

State-of -the-art 'participatory mapping' helps stop the decline
of unique wildlife-rich pastoral lands.

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Pastoralists can take most of the credit for the survival of savannah wildlife herds in Kenya, since herding livestock is usually compatible with wildlife.

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But development today is threatening pastoral lands and ways of life, particularly near growing urban areas.
In Kitengela, south of Nairobi National Park, an unusual group of community, government, private and other organizations is pioneering an approach to help pastoralists and their lands, livestock and wildlife thrive. A foundation pays pastoral families not to fence, develop or sell their acreage. Strictly voluntary, the program now leases 8,500 acres from 117 families; another 118 community members, with more than 17,000 acres, are waiting to join. The program aims to lease and conserve 60,000 acres—enough to allow the seasonal migration of wildlife to and from Nairobi National Park.

OPEN ACCESS AN IMPERATIVE

If this program fails and more fences and buildings go up, the annual migration of wildebeest and other animals will be halted, provoking the crash of the Athi-Kaputiei ecosystem, which even in wildlife-rich East Africa stands out for its spectacular concentration of big mammals—remarkably right in the backyard of burgeoning Nairobi. The success of this lease program depends on spatial information about where fences have been put up that are blocking wildlife migrations and where the land remains unfenced, allowing herds of wildlife to move through a corridor of open land to their calving grounds beyond.

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STATE-OF-THE-ART MAPS

The maps needed for this project are being developed together by members of the Kitengela Ilparakuo Landowners Association (KILA) and scientists at the International Livestock Research Institute (ILRI). The participatory mapping combines expert skills with local people’s spatial knowledge. This joint work is stimulating broad-based decision-making, innovation and social change in Kitengela, where access to, and use of, culturally sensitive spatial data is now in the hands of community which is generating the information. 

A LEVEL PLAYING FIELD

The maps are helping members of KILA focus on specific areas where they can still make a difference by keeping land unfenced. Just as importantly, the maps are creating a level playing field for the local Maasai, who face an array of powerful groups wanting to develop their traditional lands, from government officials to land speculators, shopping mall operators, building contractors, stone quarry companies, politicians and ordinary people hungry for a bit of land. The community, through its county council, is in the process of developing land-use plans using some of the maps generated by the community. The land-use plans will legislate the use of land, protect important landscape such as swamps, riverine, water catchment areas, open wildlife corridors (through land lease schemes) and rehabilitate degraded areas such as quarries.

PROTECTING LANDS AND LIVELIHOODS

TS_060828_001_TN4This project has succeeded in saving lands as well as livelihoods. There is now more grazing land for livestock and wildlife, and once eroded and degraded land is recovering, since the grazing pressure has been reduced. The Maasai are working hard to conserve the Kitengela plains and are benefiting from the presence of their wild neighbours through ecotourism projects. On the socio-economic side, household incomes have risen, school enrollment is up and women have been empowered.

MAPS PROVIDE STRONG EVIDENCE

Whether the maps are in time to stop the Kitengela sprawl and the crash of a unique wildlife-rich ecosystem at Nairobi’s back door will soon be known. Fifteen years ago Kitengela had under a dozen inhabitants and three kiosks. Today, the town has swelled to 15,000 residents, and more are arriving by the day. As the numbers of people have increased, the numbers of migrating wildebeest have dropped from 30,000 to 8,000 in the last 20 years. Despite its successes, the novel leasing program must expand to reverse losses not only of wildlife, but also of livestock and the lands that support both. In addition, KILA and its partners will need the support of strong and judicious land-use planning. Scientific mapping is giving KILA the evidence they need to persuade land-use planners to help them protect their lands.

 

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Poultry maps prepared for fight against bird flu: Higher resolution maps urgently needed

Africa is now fighting bird flu literally in its backyards. Seven countries have now confirmed they have the deadly H5N1 virus in their poultry populations.

These are Nigeria, Egypt, Niger, Cameroon, Burkina Faso, Sudan and Côte d'Ivoire. Egypt has reported Africa's first cases of human infections, (13 to date) which have killed five people.

Worldwide, bird flu has hit 46 countries, killed 115 people, caused some 200 million birds to be killed at a cost of around 20 billion US dollars, and ruined the livelihoods of millions of smallholder farmers whose livelihoods depend on poultry keeping.

From 2003 to 2005 the virus was reported in 15 countries. But in the first four months of this year, it moved rapidly to 31 new countries, with major outbreaks in Turkey, Iraq, Israel, Gaza, Afghanistan, Pakistan, Myanmar and India as well as the seven African states.

The World Health Organization (WHO) is working with the United Nations Food and Agriculture Organization (FAO) and the World Organisation for Animal Health (OIE) to improve veterinary services that, in many of the affected countries, have been under-resourced for decades.

Dr David Nabarro, the UN's chief coordinator for avian influenza underscored the importance of using veterinary services to fight bird flu and the world's other emerging diseases of a communicable kind, '70 percent of which come from animals', he said.

What ILRI is doing to help its neighbours and partners fight bird flu
Like many of its partner organizations in livestock research for development, the Africa-based International Livestock Research Institute (ILRI) has been pooling its resources to contribute to the fight against this deadly disease. An internal task force is working on a number of fronts.

Several ILRI staff members sit on national avian influenza task forces set up in ILRI's hosting countries of Kenya and Ethiopia and are advising on the design of research support to control efforts in Nigeria. (Kenya's preparedness plan is considered one of the best in the developing world.) These ILRI staff are providing their veterinary and research expertise to advise on surveillance, monitoring diagnosis and control programs established to prevent or control the disease in poultry.

ILRI scientists are also preparing studies intended to generate practical information for immediate use by authorities, veterinarians and the public. These studies will compare different control strategies and assess their impacts on the poor and assist governments to prepare action plans for surveillance, control and containment of outbreaks. In longer term research, ILRI and its partners have proposed exploring the genetic make-up of chickens to unravel attributes influencing infection and transmission of the highly pathogenic form of avian influenza in various breeds.

Bird flu consultation to be held in Nairobi
In addition, ILRI and its sister Future Harvest Centre, the International Food Policy Research Institute (IFPRI), are convening a consultation of interested partners from the international research community to explore ways in which research can support efforts to control highly pathogenic avian influenza. This scientific consultation will focus on the needs of developing countries and their poor populations of poultry keepers, sellers and consumers. The meeting will be held at ILRI's Nairobi headquarters, probably in early June (dates will be confirmed shortly).

Participants at the meeting will respond to requests ILRI, IFPRI and other research institutions are receiving from donor organizations. Donors want to know how to target their bird flu research investments so as ensure that those investments support effective control of the disease while minimizing the negative impacts on the poor. ILRI is also assembling a team to undertake a rapid appraisal of past experiences in controlling bird flu. Because implementing conventional response strategies against bird flu in many developing countries can be problematical and may place particular hardship on the poor, many of whom rely on poultry for their livelihoods, this rapid research study aims to synthesize lessons learned and identify strategies that may offer more 'nuanced' means of controlling the disease while protecting the livelihoods of the poor.

Poultry maps are prepared for the battle against bird flu


Global livestock maps

In 2002, ILRI produced livestock density maps (see Mapping Poverty and Livestock in the Developing World by Thornton et al., ILRI, 2002) derived from new analyses locating major populations of poor people (including poor livestock keepers), assessing how these populations are likely to change over the next half century, and showing estimated populations of different types of livestock around the world.

African and global chicken maps
In recent weeks, using data sets provided by the Food and Agriculture Organization of the United Nations (FAO), ILRI prepared Africa and global maps of chicken densities. These maps are being used to determine areas under greatest threat and to help those countries already afflicted to target their disease control efforts.

Although the FAO-derived maps are based on the world's best information, they should be treated as indicative only; we caution against their over-interpretation (see Background Information below). This kind of macro-level analysis, while useful as a starting point, hides enormous variability, and thus can be dangerous if relied upon as a sole source of information. Ultimately, the fight against bird flu in Africa has to be conducted at much higher resolutions of basic information. (For an editorial on our lack of sufficient information, see Nature's Dreams of flu data. As the Nature editorial puts it, 'We have better data on galaxies 10 billion light years away than on human cases of avian flu in China or Vietnam.')

As ILRI agricultural systems analyst Philip Thornton, who headed ILRI's global livestock and poverty mapping project, says, 'The collation, maintenance and dissemination of baseline data is seldom supported in the agriculture sector. But in many ways, this data work is crucial to agricultural development and poverty alleviation. Information on livestock numbers and breeds in our African livestock databases is remarkably poor. Moreover, it seems clear that bird densities have to be assessed at relatively high resolution, given the heterogeneity involved.'

The maps do illustrate, however, the wide extent of 'backyard' chicken keeping in Africa—and thus the likely ubiquitous nature of any adverse impacts on the poor stemming from the appearance of bird flu or programs implemented to control it. The African and global chicken maps underscore the need to vastly upscale efforts to collect and improve our baseline information on poultry keeping. Indeed, the poverty of our information on poultry keeping in Africa is one of the biggest challenges facing agencies committed to fighting the new scourge.


 

Global Chicken Density


The chicken density map for Africa, below, represents a snapshot of chicken distribution for the mid- to late 1990s at sub-national level. The white areas on the map represent areas that have no reported livestock numbers available. Despite limited data, this map gives an indication of the enormous threat bird lu poses to sub-Saharan Africa.


 

Africa Poultry Map

Uganda poultry map
With 2002 household data from the Uganda Bureau of Statistics, ILRI produced in March 2006 high-resolution poultry maps for Uganda. The maps give important details on densities of local chickens, exotic chickens, ducks, geese and guinea fowl. Most local chickens are reared in the northeastern region and there is a high density of exotic chickens around major urban centres—Kampala, Jinja, Entebbe, Masaka, Mpigi and Mbarara—where demand has outstripped supply of local chickens. To view the Uganda maps, see ILRI's previous Top Story, Bird Maps for Uganda.

 


ILRI Top Story, 4 April 2006
 

Bird maps developed for Uganda

ILRI and Uganda experts have just produced a series of poultry density maps for Uganda, which will provide information on potentially threatened areas in the event of bird flu reaching the country.

Africa is on red alert for bird flu, with five states – Egypt, Nigeria, Niger, Cameroon and Burkina Faso- now having confirmed cases of the deadly H5N1 strain in poultry.

Uganda, located in eastern Africa, has an estimated population of 25.3 million and an annual population growth rate of 2.7%. Despite Uganda’s progress and concerted poverty reduction efforts, poverty is still widespread, with an estimated 38% of the population living below the national poverty line. The latest figures show the average life expectancy of a Ugandan is 43 years (47 years in 1990), infant mortality is 83 per 1000 live births, and under 5 mortality is 141 per 1000 children. The annual number of births is 1.3 million, but an estimated 184,000 children under 5 die each year.

(Data sources: World Bank; UNICEF.)

Agriculture is the most important sector of Uganda’s economy, contributing over 32% of GDP and employing over 80% of the work force. The poultry maps give a visual representation of poultry density in Uganda, including total poultry density, local chicken, exotic/cross-bred chicken, turkeys, ducks, guinea fowl and geese. The maps reveal that almost 50% of agricultural households keep local chicken, but only a tiny proportion (0.7%) keep exotic/cross-bred chicken. Most local chicken are reared in the eastern and northern regions. For households rearing local chicken, 80% had less than 10 birds.

The maps also show high densities of exotic chicken can be found around major urban centres like Kampala, Jinja, Entebbe, Masaka, Mpigi and Mbarara. In these densely populated areas, demand for chicken has outstripped supply of local chicken. Many are now rearing exotic chicken mainly for economic gain. Of the households that rear exotic chicken 56%  have less than 10 birds, with the vast majority (80%) having less than 100 birds.

Uganda 2002:
Total Poultry Density

Uganda 2002:
Duck Density

Uganda 2002:
Local Chicken Density

Uganda 2002:
Exotic Chicken Density

Uganda 2002:
Geese Density

Uganda 2002:
Turkey Density

Uganda 2002:
Guinea Fowl Density

Uganda 2002:
Livestock Density Per Household

Uganda 2002:
Ownership of Welfare Assets

These maps complement poverty maps published earlier this year.
See Where are the Poor in Uganda?

For more information on bird flu, go to Livestock in the News

Kenya Government follows up the ILRI-Kenya poverty mapping book Volume I with Volume II, launched this week in Nairobi

Analysis of the distribution of welfare through poverty maps has become an important tool for designing poverty interventions in Kenya. In 2003, the International Livestock Research Institute (ILRI), in collaboration with Kenya’s Central Bureau of Statistics and other partners, launched the first comprehensive map-based view of poverty in Kenya (Volume1). Building on investments made by the Kenya Government in census, household surveys and geographic information, ILRI provided leadership and technical assistance in developing these poverty maps. The maps and figures in Volume I have been used by development partners and local governments to target and allocate resources in a pro-poor manner. New estimates of poverty and inequality at the constituency level—Geographic Dimensions of Well-being in Kenya: Who and Where are the Poor? A Constituency Level Profile. Volume II—were launched this week, 1 November 2005, in Nairobi.

This report, which was prepared by Kenya’s Central Bureau of Statistics in collaboration with the World Bank, Swedish International Development Agency and Society for International Development, applies a similar methodology to that used in Volume 1 to compute poverty and inequality for urban, rural and key socio-economic groups based on constituency-level data. The report also highlights how the results can be used for critical policy interventions, more specifically the Constituency Development Fund.

Details about this new volume can be obtained from the website of the Central Bureau of Statistics: www.cbs.go.ke

Click for news clippings about the book.

Daily Nation

The great divide:Kenya’s richest and poorest areas

Big variation in the levels of poverty

Poverty funds may be aiding the well-to-do

Education the key to a better life, says report

Wajir worst hit district in North-Eastern province

Sh150m grant used in fight against poverty

Electronic version of important poverty mapping book for Uganda available here

An electronic version of an important book, Where are the Poor? Mapping Patterns of Well-Being in Uganda, is now available.

Uganda has some of the poorest people in the world. For the first time, the question Where are the poor in Uganda? can be answered, as a result of sophisticated poverty maps developed by the Uganda Bureau of Statistics and the International Livestock Research Institute (ILRI). These maps provide facts and figures on poverty and inequality by region, district and county, highlighting where the poorest are located and estimating the numbers of poor and levels of poverty. These maps are important because they can be used to ensure that resources are targeted at those most in need.

If you are interested in viewing the entire electronic version of the book, click open:

If you are interested in viewing this book by chapter, go to:

To view the maps from the Atlas of Estimated Measures of Poverty Below the Regional Level: 1992 Poverty Maps, go to:

To view the maps from the Atlas of Estimated Measures of Poverty Below the Regional Level: 1999 Poverty Maps and the Change in Poverty from 1992 to 1999, go to:

Poverty pathways to be mapped across Kenya

The Kenya Government on 23 June 2005 announced that it has enlisted the Nairobi-headquartered International Livestock Research Institute (ILRI) to undertake an ambitious study investigating how, when and why Kenyan households move into and out of poverty. A deeper understanding of poverty dynamics can help developing countries better target and tailor pro-poor poverty interventions. ILRI has previously undertaken two similar studies on ‘Pathways out of Poverty and the Role of Livestock’, one in western Kenya and the other in Peru. These were undertaken in collaboration with the Pro-poor Livestock Policy Initiative of the Food and Agricultural Organization of the United Nations and Dr. Anirudh Krishna of Duke University, in the USA, who developed the participatory methods used in the study for similar research he first conducted in India. Remarkably, members of poor communities in India, Kenya and Peru all site the same factors that force households into poverty or help people climb out of poverty: loss or acquisition of livestock is, respectively, key to both. The new study in Kenya will be conducted across the whole country and will include all three of the country’s major livestock systems: pastoral, agro-pastoral and mixed crop-and-livestock production. The information on poverty will be collected in participatory ways and will be coupled with results of Kenya’s formal Welfare Monitoring Survey undertaken by the Ministry of Planning, ILRI’s partner in this new initiative, along with the Ministry of Agriculture. The breadth of the information obtained will allow scientists to answer a wide range of questions about poverty. The better understanding of poverty dynamics gained will help government policymakers and donor agencies better target and tailor pro-poor poverty interventions in this and other developing countries. The Kenya Government has awarded ILRI US$250,000 to undertake this study. 2004 Western Kenya Study: This study revealed that poor families move through six stages of progress out of poverty – from being able to secure food (stage one) to purchasing a sheep or goat (stage six). Fourteen stages were identified and these stages highlight the relative importance of livestock to the poor. The main findings are summarised in an ILRI Top Story. Click here to link to From Poor to Well-Off: Livestock can make a difference. Deep-seated customs can play a significant role in a family's descent into poverty and were identified as such by individuals surveyed. Raising awareness of the crippling effects of these customs, through a media campaign, could help get communities talking about the problems, and this could lead groups to actively seek solutions. The main findings are summarised in an ILRI Top Story. Click here to link to Funerals, Thefts and Bride Price: Livestock Loss Leads to Poverty. Click here to link to the full report Pathways out of Poverty in Western Kenya and the Role of Livestock. 2005 Peru Study: This study found that, overall, the number of households in poverty declined by 19% over 25 years in the 40 Andean communities studied. However, it also found that while some households escaped poverty, other households in the same communities fell into poverty and became poor. In addition to helping households escape poverty, stopping or at least controlling descents is essential to reducing poverty. The hole at the bottom must be plugged before there is any chance of filling the bucket. Else, households will continue slipping into poverty even as other households escape. Diversification of income sources – from livestock, crops and non-agricultural sources – are positively and strongly related to escapes from poverty. Market access, gains from small businesses, and community organizations are also positively and significantly associated with escaping poverty. On the other hand, health, land division, and social expenses (on marriages and funerals) tend to perpetuate poverty. Source: Excerpted from the draft working paper: The Hole at the Bottom of the Bucket: Household Poverty Dynamics in Forty Communities of the Peruvian Andes, Anirudh Krishna, Patti Kristjanson, Judith Kuan, Gustavo Quilca, Maren Radeny, and Alicia Sanchez-Urrelo