Potential Impact of Climate Change on Resilience and Livelihoods in Mixed Crop-Livestock Systems in East Africa

Climate-induced livelihood transitions in the agricultural systems of Africa are increasingly likely. A recent study by Jones and Thornton (2009) points to the possibility of such climate-induced livelihood transitions in the mixed crop-livestock r...

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Main Authors: Herrero, Mario, Jones, Peter G, Karanja, Stanley, Mutie, Ianetta, Rufino, Mariana C, Thornton, Philip K
Format: Other Environmental Study
Language:English
en_US
Published: World Bank, Washington, DC 2014
Subjects:
DAM
FAO
Online Access:http://documents.worldbank.org/curated/en/2013/02/18612467/potential-impact-climate-change-resilience-livelihoods-mixed-crop-livestock-systems-east-africa
http://hdl.handle.net/10986/16741
id okr-10986-16741
recordtype oai_dc
repository_type Digital Repository
institution_category Foreign Institution
institution Digital Repositories
building World Bank Open Knowledge Repository
collection World Bank
language English
en_US
topic ACACIA
AGRICULTURAL ACTIVITIES
AGRICULTURAL EXTENSION
AGRICULTURAL IMPACT
AGRICULTURAL IMPACTS
AGRICULTURAL INTENSIFICATION
AGRICULTURAL PRODUCTION
AGRICULTURAL SOIL
AGRICULTURAL SYSTEMS
AGRICULTURAL TRADE
ANIMAL
ANIMAL FEED
ANIMAL MANURE
ANIMAL PRODUCTS
ANNUAL RAINFALL
APHIDS
ASSESSMENT REPORT
BANANAS
BEANS
BIRDS
BREEDING
BREEDS
BURNING
CAMELS
CARBON SEQUESTRATION
CASH CROPS
CASH INCOME
CASHEW NUTS
CASSAVA
CATTLE
CATTLE OWNERS
CEREALS
CHICKEN
CLIMATE
CLIMATE CHANGE
CLIMATE VARIABILITY
CLIMATES
CLIMATIC CONDITIONS
CLIMATIC EVENTS
COFFEE
COMMUNAL LAND
CONSERVANCY
CONSERVATION
COTTON
COWPEAS
CROP
CROP AGRICULTURE
CROP DISEASES
CROP FAILURE
CROP INCOME
CROP LAND
CROP MODELS
CROP PESTS
CROP PRODUCTION
CROP PRODUCTIVITY
CROP RESIDUES
CROP SUBSTITUTION
CROP SUITABILITY
CROP YIELDS
CROP-LIVESTOCK PRODUCTION
CROP-LIVESTOCK SYSTEMS
CROPLAND
CROPPING
CROPPING SEASONS
CROPPING SYSTEMS
CROPS
CULTIVARS
CULTIVATION
DAILY RAINFALL
DAIRY
DAIRY PRODUCTION
DAM
DIET
DRAFT ANIMALS
DRAFT POWER
DRINKING WATER
DRY SEASON
EAST COAST FEVER
ECOLOGICAL CONDITIONS
EFFECTS OF DROUGHT
ELEPHANTS
EXOTIC BREEDS
EXTENSION SERVICES
FAO
FARM
FARM ACTIVITIES
FARM EMPLOYMENT
FARM INCOME
FARM LAND
FARM PRODUCE
FARM PRODUCTION
FARMER
FARMING SYSTEM
FARMING SYSTEMS
FARMLAND
FARMS
FEED
FEED RESOURCES
FEEDS
FENCING
FERTILISERS
FERTILIZER
FERTILIZER TREATMENTS
FLOCK
FLOCK SIZE
FLOCKS
FLOUR
FOOD AID
FOOD AVAILABILITY
FOOD CONSUMPTION
FOOD CROPS
FOOD DEFICIT
FOOD DEFICITS
FOOD INSECURITY
FOOD PRODUCTION
FOOD SECURITY
FOOD SELF-SUFFICIENCY
FOOD SHORTAGES
FOREST
FOREST PRODUCTS
FRUITS
GAZELLES
GENETIC
GOAT
GOATS
GRAIN
GRAIN CROPS
GRAIN YIELDS
GRAINS
GRASSES
GRAZING
GRAZING AREA
GROUNDNUT
GROUNDNUTS
GROWING SEASON
HERBICIDES
HERD SIZE
HERDERS
HERDS
HORTICULTURAL CROPS
HOUSEHOLD FOOD
HUMAN POPULATION
HUMAN POPULATION DENSITIES
HUMAN POPULATION DENSITY
HUMAN POPULATION PRESSURE
HYBRID
HYBRID SEEDS
IMPROVED FEEDING
INCOME GENERATION
INCOMES
INTEGRATION
INTERCROPPING
ISSUES
LAKE
LAND FOR LIVESTOCK
LAND MANAGEMENT
LAND RESOURCES
LEGUMES
LEOPARDS
LIVELIHOODS
LIVESTOCK
LIVESTOCK COMPONENTS
LIVESTOCK DEATHS
LIVESTOCK DENSITIES
LIVESTOCK DISEASES
LIVESTOCK FARMERS
LIVESTOCK FARMING
LIVESTOCK GRAZING
LIVESTOCK HEALTH
LIVESTOCK INCOME
LIVESTOCK INSURANCE
LIVESTOCK INTERACTIONS
LIVESTOCK KEEPERS
LIVESTOCK KEEPING
LIVESTOCK MARKET
LIVESTOCK MARKETS
LIVESTOCK MOBILITY
LIVESTOCK MORTALITY
LIVESTOCK NUMBERS
LIVESTOCK OWNERS
LIVESTOCK OWNERSHIP
LIVESTOCK POPULATIONS
LIVESTOCK PRICES
LIVESTOCK PRODUCT
LIVESTOCK PRODUCTION
LIVESTOCK PRODUCTIVITY
LIVESTOCK PRODUCTS
LIVESTOCK RESEARCH
LIVESTOCK SPECIES
LOCAL BUTCHERS
LOCAL FARMERS
LOSS OF CROPLAND
LOW MILK YIELDS
MAIZE
MANGOES
MANURE
MARKETING
MEAT
MIGRATION
MILK
MILK SALES
MILLET
MORTALITY RATES
NATIONAL PARK
NOMADIC PASTORALISM
NOMADIC PASTORALISTS
ONIONS
PARK AUTHORITIES
PASTORALISTS
PASTURE
PASTURES
PESTICIDE
PIGS
PLANT
PLANTING
PLANTING DATES
POPULATION DENSITIES
POPULATION GROWTH
POULTRY
PRODUCE
PRODUCTION COST
PRODUCTION COSTS
PRODUCTION SYSTEMS
PRUNING
RAINFALL
RAINFALL AREAS
RAINFED AGRICULTURE
RANGELAND
RESISTANCE TO DROUGHT
ROAD NETWORK
ROADS
ROOTING
SAFETY NETS
SEED
SEEDS
SESAME
SHEEP
SISAL
SMALL RUMINANTS
SOIL CHARACTERISTICS
SOIL FERTILITY
SOILS
SORGHUM
STALL FEEDING
SUGAR
SUGARCANE
SWEET POTATOES
TREE
TREE CROPS
TREES
VEGETABLES
VEGETATION
VETERINARY
VETERINARY DEPARTMENT
VETERINARY DRUGS
VETERINARY SERVICES
VILLAGES
WATER HARVESTING
WATER RESOURCES
WATER SHORTAGES
WATER STORAGE
WILD ANIMALS
WILDLIFE
WILDLIFE POPULATIONS
WOOD
WOODLAND
WOODLANDS
WOOL
WORMS
ZEBRAS
spellingShingle ACACIA
AGRICULTURAL ACTIVITIES
AGRICULTURAL EXTENSION
AGRICULTURAL IMPACT
AGRICULTURAL IMPACTS
AGRICULTURAL INTENSIFICATION
AGRICULTURAL PRODUCTION
AGRICULTURAL SOIL
AGRICULTURAL SYSTEMS
AGRICULTURAL TRADE
ANIMAL
ANIMAL FEED
ANIMAL MANURE
ANIMAL PRODUCTS
ANNUAL RAINFALL
APHIDS
ASSESSMENT REPORT
BANANAS
BEANS
BIRDS
BREEDING
BREEDS
BURNING
CAMELS
CARBON SEQUESTRATION
CASH CROPS
CASH INCOME
CASHEW NUTS
CASSAVA
CATTLE
CATTLE OWNERS
CEREALS
CHICKEN
CLIMATE
CLIMATE CHANGE
CLIMATE VARIABILITY
CLIMATES
CLIMATIC CONDITIONS
CLIMATIC EVENTS
COFFEE
COMMUNAL LAND
CONSERVANCY
CONSERVATION
COTTON
COWPEAS
CROP
CROP AGRICULTURE
CROP DISEASES
CROP FAILURE
CROP INCOME
CROP LAND
CROP MODELS
CROP PESTS
CROP PRODUCTION
CROP PRODUCTIVITY
CROP RESIDUES
CROP SUBSTITUTION
CROP SUITABILITY
CROP YIELDS
CROP-LIVESTOCK PRODUCTION
CROP-LIVESTOCK SYSTEMS
CROPLAND
CROPPING
CROPPING SEASONS
CROPPING SYSTEMS
CROPS
CULTIVARS
CULTIVATION
DAILY RAINFALL
DAIRY
DAIRY PRODUCTION
DAM
DIET
DRAFT ANIMALS
DRAFT POWER
DRINKING WATER
DRY SEASON
EAST COAST FEVER
ECOLOGICAL CONDITIONS
EFFECTS OF DROUGHT
ELEPHANTS
EXOTIC BREEDS
EXTENSION SERVICES
FAO
FARM
FARM ACTIVITIES
FARM EMPLOYMENT
FARM INCOME
FARM LAND
FARM PRODUCE
FARM PRODUCTION
FARMER
FARMING SYSTEM
FARMING SYSTEMS
FARMLAND
FARMS
FEED
FEED RESOURCES
FEEDS
FENCING
FERTILISERS
FERTILIZER
FERTILIZER TREATMENTS
FLOCK
FLOCK SIZE
FLOCKS
FLOUR
FOOD AID
FOOD AVAILABILITY
FOOD CONSUMPTION
FOOD CROPS
FOOD DEFICIT
FOOD DEFICITS
FOOD INSECURITY
FOOD PRODUCTION
FOOD SECURITY
FOOD SELF-SUFFICIENCY
FOOD SHORTAGES
FOREST
FOREST PRODUCTS
FRUITS
GAZELLES
GENETIC
GOAT
GOATS
GRAIN
GRAIN CROPS
GRAIN YIELDS
GRAINS
GRASSES
GRAZING
GRAZING AREA
GROUNDNUT
GROUNDNUTS
GROWING SEASON
HERBICIDES
HERD SIZE
HERDERS
HERDS
HORTICULTURAL CROPS
HOUSEHOLD FOOD
HUMAN POPULATION
HUMAN POPULATION DENSITIES
HUMAN POPULATION DENSITY
HUMAN POPULATION PRESSURE
HYBRID
HYBRID SEEDS
IMPROVED FEEDING
INCOME GENERATION
INCOMES
INTEGRATION
INTERCROPPING
ISSUES
LAKE
LAND FOR LIVESTOCK
LAND MANAGEMENT
LAND RESOURCES
LEGUMES
LEOPARDS
LIVELIHOODS
LIVESTOCK
LIVESTOCK COMPONENTS
LIVESTOCK DEATHS
LIVESTOCK DENSITIES
LIVESTOCK DISEASES
LIVESTOCK FARMERS
LIVESTOCK FARMING
LIVESTOCK GRAZING
LIVESTOCK HEALTH
LIVESTOCK INCOME
LIVESTOCK INSURANCE
LIVESTOCK INTERACTIONS
LIVESTOCK KEEPERS
LIVESTOCK KEEPING
LIVESTOCK MARKET
LIVESTOCK MARKETS
LIVESTOCK MOBILITY
LIVESTOCK MORTALITY
LIVESTOCK NUMBERS
LIVESTOCK OWNERS
LIVESTOCK OWNERSHIP
LIVESTOCK POPULATIONS
LIVESTOCK PRICES
LIVESTOCK PRODUCT
LIVESTOCK PRODUCTION
LIVESTOCK PRODUCTIVITY
LIVESTOCK PRODUCTS
LIVESTOCK RESEARCH
LIVESTOCK SPECIES
LOCAL BUTCHERS
LOCAL FARMERS
LOSS OF CROPLAND
LOW MILK YIELDS
MAIZE
MANGOES
MANURE
MARKETING
MEAT
MIGRATION
MILK
MILK SALES
MILLET
MORTALITY RATES
NATIONAL PARK
NOMADIC PASTORALISM
NOMADIC PASTORALISTS
ONIONS
PARK AUTHORITIES
PASTORALISTS
PASTURE
PASTURES
PESTICIDE
PIGS
PLANT
PLANTING
PLANTING DATES
POPULATION DENSITIES
POPULATION GROWTH
POULTRY
PRODUCE
PRODUCTION COST
PRODUCTION COSTS
PRODUCTION SYSTEMS
PRUNING
RAINFALL
RAINFALL AREAS
RAINFED AGRICULTURE
RANGELAND
RESISTANCE TO DROUGHT
ROAD NETWORK
ROADS
ROOTING
SAFETY NETS
SEED
SEEDS
SESAME
SHEEP
SISAL
SMALL RUMINANTS
SOIL CHARACTERISTICS
SOIL FERTILITY
SOILS
SORGHUM
STALL FEEDING
SUGAR
SUGARCANE
SWEET POTATOES
TREE
TREE CROPS
TREES
VEGETABLES
VEGETATION
VETERINARY
VETERINARY DEPARTMENT
VETERINARY DRUGS
VETERINARY SERVICES
VILLAGES
WATER HARVESTING
WATER RESOURCES
WATER SHORTAGES
WATER STORAGE
WILD ANIMALS
WILDLIFE
WILDLIFE POPULATIONS
WOOD
WOODLAND
WOODLANDS
WOOL
WORMS
ZEBRAS
Herrero, Mario
Jones, Peter G
Karanja, Stanley
Mutie, Ianetta
Rufino, Mariana C
Thornton, Philip K
Potential Impact of Climate Change on Resilience and Livelihoods in Mixed Crop-Livestock Systems in East Africa
geographic_facet Africa
East Africa
description Climate-induced livelihood transitions in the agricultural systems of Africa are increasingly likely. A recent study by Jones and Thornton (2009) points to the possibility of such climate-induced livelihood transitions in the mixed crop-livestock rainfed arid-semiarid systems of Africa. These mixed systems cover over one million square kilometers of farmland in West Africa, Eastern Africa, and Southeastern Africa. Their characteristically scant rainfall usually causes crop failure in one out of every six growing seasons and is thus already marginal for crop production. Under many projected climate futures, these systems will become drier and even more marginal for crop production. This will greatly increase the risk of cropping and among the several possible coping and adaptation mechanisms, (e.g. totally abandoning farming, diversification of income-generating activities such as migration and off-farm employment, etc.) agro-pastoralists may alter the relative emphasis that they currently place on the crop and livestock components of the farming system in favor of livestock. There has been only limited analysis on what such climate induced transitions might look like, but it is clear that the implications could be profound in relation to social, environmental, economic and political effects at local and national levels. This study sought to identify areas in the mixed crop-livestock systems in arid and semi-arid Africa where climate change could compel currently sedentary farmers to abandon cropping and to turn to nomadic pastoralism as a livelihood strategy, using East Africa as a case study. While the current study found no direct evidence for the hypothesized extensification across semiarid areas in East Africa, it is clear that systems are in transition with associated changes not necessarily climate driven but linked to broader socio-economic trends. Not surprisingly, many of the households in the piloted sites face a wide array of problems including poverty, food insecurity and inadequate diets which will be aggravated by the looming risks posed by climate change.
format Economic & Sector Work :: Other Environmental Study
author Herrero, Mario
Jones, Peter G
Karanja, Stanley
Mutie, Ianetta
Rufino, Mariana C
Thornton, Philip K
author_facet Herrero, Mario
Jones, Peter G
Karanja, Stanley
Mutie, Ianetta
Rufino, Mariana C
Thornton, Philip K
author_sort Herrero, Mario
title Potential Impact of Climate Change on Resilience and Livelihoods in Mixed Crop-Livestock Systems in East Africa
title_short Potential Impact of Climate Change on Resilience and Livelihoods in Mixed Crop-Livestock Systems in East Africa
title_full Potential Impact of Climate Change on Resilience and Livelihoods in Mixed Crop-Livestock Systems in East Africa
title_fullStr Potential Impact of Climate Change on Resilience and Livelihoods in Mixed Crop-Livestock Systems in East Africa
title_full_unstemmed Potential Impact of Climate Change on Resilience and Livelihoods in Mixed Crop-Livestock Systems in East Africa
title_sort potential impact of climate change on resilience and livelihoods in mixed crop-livestock systems in east africa
publisher World Bank, Washington, DC
publishDate 2014
url http://documents.worldbank.org/curated/en/2013/02/18612467/potential-impact-climate-change-resilience-livelihoods-mixed-crop-livestock-systems-east-africa
http://hdl.handle.net/10986/16741
_version_ 1764434583060742144
spelling okr-10986-167412021-04-23T14:03:32Z Potential Impact of Climate Change on Resilience and Livelihoods in Mixed Crop-Livestock Systems in East Africa Herrero, Mario Jones, Peter G Karanja, Stanley Mutie, Ianetta Rufino, Mariana C Thornton, Philip K ACACIA AGRICULTURAL ACTIVITIES AGRICULTURAL EXTENSION AGRICULTURAL IMPACT AGRICULTURAL IMPACTS AGRICULTURAL INTENSIFICATION AGRICULTURAL PRODUCTION AGRICULTURAL SOIL AGRICULTURAL SYSTEMS AGRICULTURAL TRADE ANIMAL ANIMAL FEED ANIMAL MANURE ANIMAL PRODUCTS ANNUAL RAINFALL APHIDS ASSESSMENT REPORT BANANAS BEANS BIRDS BREEDING BREEDS BURNING CAMELS CARBON SEQUESTRATION CASH CROPS CASH INCOME CASHEW NUTS CASSAVA CATTLE CATTLE OWNERS CEREALS CHICKEN CLIMATE CLIMATE CHANGE CLIMATE VARIABILITY CLIMATES CLIMATIC CONDITIONS CLIMATIC EVENTS COFFEE COMMUNAL LAND CONSERVANCY CONSERVATION COTTON COWPEAS CROP CROP AGRICULTURE CROP DISEASES CROP FAILURE CROP INCOME CROP LAND CROP MODELS CROP PESTS CROP PRODUCTION CROP PRODUCTIVITY CROP RESIDUES CROP SUBSTITUTION CROP SUITABILITY CROP YIELDS CROP-LIVESTOCK PRODUCTION CROP-LIVESTOCK SYSTEMS CROPLAND CROPPING CROPPING SEASONS CROPPING SYSTEMS CROPS CULTIVARS CULTIVATION DAILY RAINFALL DAIRY DAIRY PRODUCTION DAM DIET DRAFT ANIMALS DRAFT POWER DRINKING WATER DRY SEASON EAST COAST FEVER ECOLOGICAL CONDITIONS EFFECTS OF DROUGHT ELEPHANTS EXOTIC BREEDS EXTENSION SERVICES FAO FARM FARM ACTIVITIES FARM EMPLOYMENT FARM INCOME FARM LAND FARM PRODUCE FARM PRODUCTION FARMER FARMING SYSTEM FARMING SYSTEMS FARMLAND FARMS FEED FEED RESOURCES FEEDS FENCING FERTILISERS FERTILIZER FERTILIZER TREATMENTS FLOCK FLOCK SIZE FLOCKS FLOUR FOOD AID FOOD AVAILABILITY FOOD CONSUMPTION FOOD CROPS FOOD DEFICIT FOOD DEFICITS FOOD INSECURITY FOOD PRODUCTION FOOD SECURITY FOOD SELF-SUFFICIENCY FOOD SHORTAGES FOREST FOREST PRODUCTS FRUITS GAZELLES GENETIC GOAT GOATS GRAIN GRAIN CROPS GRAIN YIELDS GRAINS GRASSES GRAZING GRAZING AREA GROUNDNUT GROUNDNUTS GROWING SEASON HERBICIDES HERD SIZE HERDERS HERDS HORTICULTURAL CROPS HOUSEHOLD FOOD HUMAN POPULATION HUMAN POPULATION DENSITIES HUMAN POPULATION DENSITY HUMAN POPULATION PRESSURE HYBRID HYBRID SEEDS IMPROVED FEEDING INCOME GENERATION INCOMES INTEGRATION INTERCROPPING ISSUES LAKE LAND FOR LIVESTOCK LAND MANAGEMENT LAND RESOURCES LEGUMES LEOPARDS LIVELIHOODS LIVESTOCK LIVESTOCK COMPONENTS LIVESTOCK DEATHS LIVESTOCK DENSITIES LIVESTOCK DISEASES LIVESTOCK FARMERS LIVESTOCK FARMING LIVESTOCK GRAZING LIVESTOCK HEALTH LIVESTOCK INCOME LIVESTOCK INSURANCE LIVESTOCK INTERACTIONS LIVESTOCK KEEPERS LIVESTOCK KEEPING LIVESTOCK MARKET LIVESTOCK MARKETS LIVESTOCK MOBILITY LIVESTOCK MORTALITY LIVESTOCK NUMBERS LIVESTOCK OWNERS LIVESTOCK OWNERSHIP LIVESTOCK POPULATIONS LIVESTOCK PRICES LIVESTOCK PRODUCT LIVESTOCK PRODUCTION LIVESTOCK PRODUCTIVITY LIVESTOCK PRODUCTS LIVESTOCK RESEARCH LIVESTOCK SPECIES LOCAL BUTCHERS LOCAL FARMERS LOSS OF CROPLAND LOW MILK YIELDS MAIZE MANGOES MANURE MARKETING MEAT MIGRATION MILK MILK SALES MILLET MORTALITY RATES NATIONAL PARK NOMADIC PASTORALISM NOMADIC PASTORALISTS ONIONS PARK AUTHORITIES PASTORALISTS PASTURE PASTURES PESTICIDE PIGS PLANT PLANTING PLANTING DATES POPULATION DENSITIES POPULATION GROWTH POULTRY PRODUCE PRODUCTION COST PRODUCTION COSTS PRODUCTION SYSTEMS PRUNING RAINFALL RAINFALL AREAS RAINFED AGRICULTURE RANGELAND RESISTANCE TO DROUGHT ROAD NETWORK ROADS ROOTING SAFETY NETS SEED SEEDS SESAME SHEEP SISAL SMALL RUMINANTS SOIL CHARACTERISTICS SOIL FERTILITY SOILS SORGHUM STALL FEEDING SUGAR SUGARCANE SWEET POTATOES TREE TREE CROPS TREES VEGETABLES VEGETATION VETERINARY VETERINARY DEPARTMENT VETERINARY DRUGS VETERINARY SERVICES VILLAGES WATER HARVESTING WATER RESOURCES WATER SHORTAGES WATER STORAGE WILD ANIMALS WILDLIFE WILDLIFE POPULATIONS WOOD WOODLAND WOODLANDS WOOL WORMS ZEBRAS Climate-induced livelihood transitions in the agricultural systems of Africa are increasingly likely. A recent study by Jones and Thornton (2009) points to the possibility of such climate-induced livelihood transitions in the mixed crop-livestock rainfed arid-semiarid systems of Africa. These mixed systems cover over one million square kilometers of farmland in West Africa, Eastern Africa, and Southeastern Africa. Their characteristically scant rainfall usually causes crop failure in one out of every six growing seasons and is thus already marginal for crop production. Under many projected climate futures, these systems will become drier and even more marginal for crop production. This will greatly increase the risk of cropping and among the several possible coping and adaptation mechanisms, (e.g. totally abandoning farming, diversification of income-generating activities such as migration and off-farm employment, etc.) agro-pastoralists may alter the relative emphasis that they currently place on the crop and livestock components of the farming system in favor of livestock. There has been only limited analysis on what such climate induced transitions might look like, but it is clear that the implications could be profound in relation to social, environmental, economic and political effects at local and national levels. This study sought to identify areas in the mixed crop-livestock systems in arid and semi-arid Africa where climate change could compel currently sedentary farmers to abandon cropping and to turn to nomadic pastoralism as a livelihood strategy, using East Africa as a case study. While the current study found no direct evidence for the hypothesized extensification across semiarid areas in East Africa, it is clear that systems are in transition with associated changes not necessarily climate driven but linked to broader socio-economic trends. Not surprisingly, many of the households in the piloted sites face a wide array of problems including poverty, food insecurity and inadequate diets which will be aggravated by the looming risks posed by climate change. 2014-01-30T19:31:56Z 2014-01-30T19:31:56Z 2013-02-01 http://documents.worldbank.org/curated/en/2013/02/18612467/potential-impact-climate-change-resilience-livelihoods-mixed-crop-livestock-systems-east-africa http://hdl.handle.net/10986/16741 English en_US CC BY 3.0 IGO http://creativecommons.org/licenses/by/3.0/igo/ World Bank World Bank, Washington, DC Economic & Sector Work :: Other Environmental Study Economic & Sector Work Africa East Africa