The Effect of Climate and Technological Uncertainty in Crop Yields on the Optimal Path of global land use
The pattern of global land use has important implications for the world's food and timber supplies, bioenergy, biodiversity and other eco-system services. However, the productivity of this resource is critically dependent on the world's c...
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| Format: | Policy Research Working Paper |
| Language: | English en_US |
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World Bank Group, Washington, DC
2014
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| Online Access: | http://documents.worldbank.org/curated/en/2014/08/20128369/effect-climate-technological-uncertainty-crop-yields-optimal-path-global-land-use http://hdl.handle.net/10986/20358 |
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okr-10986-20358 |
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oai_dc |
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Digital Repository |
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Foreign Institution |
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Digital Repositories |
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World Bank Open Knowledge Repository |
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World Bank |
| language |
English en_US |
| topic |
ABATEMENT AGRICULTURAL LAND AGRICULTURAL OUTPUT AGRICULTURAL PRODUCTION AGRICULTURAL SECTOR AGRICULTURE ALLOCATION OF LAND AMMONIA ATMOSPHERE BARREN LANDS BASELINE LEVELS BEQUEST VALUE BIODIVERSITY BIOPHYSICAL ENVIRONMENT CARBON CARBON DIOXIDE CARBON SEQUESTRATION CARBON SEQUESTRATION CREDITS CARBON SYSTEM CARBON TAXES CHEMICAL ENGINEERING CLIMATE CLIMATE CHANGE CLIMATE CHANGE IMPACT CLIMATE POLICIES CLIMATE POLICY CLIMATE SCENARIOS CLIMATIC CHANGE CLIMATIC CONDITIONS CO CO2 COMMERCIAL FORESTRY CONSUMER DEMAND CONVERGENCE CROP LANDS DEBT DECISION MAKING DEFORESTATION DEFORESTATION RATES DEGRADATION DEGRADED LANDS DEGREE DAYS DEMAND FOR CROPLAND DEMAND FOR ECOSYSTEM SERVICES DEMAND FOR ENERGY DEMAND FOR ENERGY SERVICES DEMAND FOR LAND DEMAND FOR TIMBER ECOLOGICAL CONDITIONS ECOLOGICAL ECONOMICS ECOLOGICAL INTENSIFICATION ECOLOGICAL RESTORATION ECOLOGY ECONOMETRIC ESTIMATES ECONOMIC ANALYSIS ECONOMIC EFFECTS ECONOMIC GROWTH ECONOMIC WELFARE ECONOMICS ECOSYSTEM ECOSYSTEM SERVICE ECOSYSTEM SERVICES ELASTICITY OF SUBSTITUTION EMISSION EMISSIONS EMISSIONS CONTROL EMISSIONS FROM LAND-USE CHANGE EMISSIONS PREDICTION ENERGY CONSUMPTION ENERGY DEMAND ENERGY ECONOMICS ENERGY POLICY ENERGY PRICES ENERGY PRODUCTION ENERGY USE ENVIRONMENTAL ENVIRONMENTAL ASSESSMENT ENVIRONMENTAL ECONOMICS ENVIRONMENTAL GOODS ENVIRONMENTAL RESEARCH ENVIRONMENTAL SCIENCE ENVIRONMENTAL SERVICES EQUILIBRIUM EROSION ETHANOL EXPENDITURES FERTILIZATION FERTILIZERS FOOD PRODUCTION FOREST FOREST AREA FOREST AREAS FOREST CARBON FOREST CARBON SEQUESTRATION FOREST CONSERVATION FOREST CONVERSION FOREST HARVESTING FOREST LAND FOREST LANDS FOREST MANAGEMENT FOREST PRODUCT FOREST STRUCTURE FOREST TREE FORESTRY FORESTRY MANAGEMENT FORESTRY SECTOR FORESTS FOSSIL FUEL FOSSIL FUELS FUEL CONSUMPTION FUEL SUPPLY FUELS GAS PRICES GAS RESERVES GCM GHG GLOBAL CLIMATE CHANGE GLOBAL ECOLOGY GLOBAL ENVIRONMENTAL CHANGE GLOBAL LAND USE GLOBAL LAND-USE GREENHOUSE GREENHOUSE GAS GREENHOUSE GASES INCOME INTERMEDIATE INPUTS IPCC IRREVERSIBILITY LAND ACCESS LAND ALLOCATION LAND ALLOCATION DECISIONS LAND AREA LAND AREAS LAND CONVERSION LAND ECONOMICS LAND EXPANSION LAND PROTECTION LAND RESOURCES LAND USE LAND USE CHANGE LAND USE DATA LAND USE DECISIONS LAND USE MODEL LAND USES LAND-USE LIQUID FUELS LOGGING LOSS OF BIODIVERSITY MANAGED FORESTS MARKET PRICES NATURAL CAPITAL NATURAL ECOSYSTEMS NATURAL FORESTS NATURAL GAS NATURAL RESOURCES NH3 NITROGEN NITROGEN FERTILIZERS NUTRIENTS OIL OIL EQUIVALENT OPTION VALUE OZONE PASTURES PETROLEUM PRODUCTS PLANT GROWTH PLANTING POPULATION GROWTH POTASH PP PRECIPITATION PRODUCTION COSTS PRODUCTION FUNCTIONS PRODUCTIVITY GROWTH PUBLIC GOOD RISK MANAGEMENT TECHNOLOGICAL CHANGE TECHNOLOGICAL PROGRESS TEMPERATURE TERRESTRIAL ECOSYSTEM TIMBER TIMBER PROCESSING TIMBER PRODUCTION TIMBER PRODUCTS TREE SPECIES TREES TROPICAL RAINFOREST UNMANAGED FORESTS WOOD WOOD PROCESSING WORLD ENERGY |
| spellingShingle |
ABATEMENT AGRICULTURAL LAND AGRICULTURAL OUTPUT AGRICULTURAL PRODUCTION AGRICULTURAL SECTOR AGRICULTURE ALLOCATION OF LAND AMMONIA ATMOSPHERE BARREN LANDS BASELINE LEVELS BEQUEST VALUE BIODIVERSITY BIOPHYSICAL ENVIRONMENT CARBON CARBON DIOXIDE CARBON SEQUESTRATION CARBON SEQUESTRATION CREDITS CARBON SYSTEM CARBON TAXES CHEMICAL ENGINEERING CLIMATE CLIMATE CHANGE CLIMATE CHANGE IMPACT CLIMATE POLICIES CLIMATE POLICY CLIMATE SCENARIOS CLIMATIC CHANGE CLIMATIC CONDITIONS CO CO2 COMMERCIAL FORESTRY CONSUMER DEMAND CONVERGENCE CROP LANDS DEBT DECISION MAKING DEFORESTATION DEFORESTATION RATES DEGRADATION DEGRADED LANDS DEGREE DAYS DEMAND FOR CROPLAND DEMAND FOR ECOSYSTEM SERVICES DEMAND FOR ENERGY DEMAND FOR ENERGY SERVICES DEMAND FOR LAND DEMAND FOR TIMBER ECOLOGICAL CONDITIONS ECOLOGICAL ECONOMICS ECOLOGICAL INTENSIFICATION ECOLOGICAL RESTORATION ECOLOGY ECONOMETRIC ESTIMATES ECONOMIC ANALYSIS ECONOMIC EFFECTS ECONOMIC GROWTH ECONOMIC WELFARE ECONOMICS ECOSYSTEM ECOSYSTEM SERVICE ECOSYSTEM SERVICES ELASTICITY OF SUBSTITUTION EMISSION EMISSIONS EMISSIONS CONTROL EMISSIONS FROM LAND-USE CHANGE EMISSIONS PREDICTION ENERGY CONSUMPTION ENERGY DEMAND ENERGY ECONOMICS ENERGY POLICY ENERGY PRICES ENERGY PRODUCTION ENERGY USE ENVIRONMENTAL ENVIRONMENTAL ASSESSMENT ENVIRONMENTAL ECONOMICS ENVIRONMENTAL GOODS ENVIRONMENTAL RESEARCH ENVIRONMENTAL SCIENCE ENVIRONMENTAL SERVICES EQUILIBRIUM EROSION ETHANOL EXPENDITURES FERTILIZATION FERTILIZERS FOOD PRODUCTION FOREST FOREST AREA FOREST AREAS FOREST CARBON FOREST CARBON SEQUESTRATION FOREST CONSERVATION FOREST CONVERSION FOREST HARVESTING FOREST LAND FOREST LANDS FOREST MANAGEMENT FOREST PRODUCT FOREST STRUCTURE FOREST TREE FORESTRY FORESTRY MANAGEMENT FORESTRY SECTOR FORESTS FOSSIL FUEL FOSSIL FUELS FUEL CONSUMPTION FUEL SUPPLY FUELS GAS PRICES GAS RESERVES GCM GHG GLOBAL CLIMATE CHANGE GLOBAL ECOLOGY GLOBAL ENVIRONMENTAL CHANGE GLOBAL LAND USE GLOBAL LAND-USE GREENHOUSE GREENHOUSE GAS GREENHOUSE GASES INCOME INTERMEDIATE INPUTS IPCC IRREVERSIBILITY LAND ACCESS LAND ALLOCATION LAND ALLOCATION DECISIONS LAND AREA LAND AREAS LAND CONVERSION LAND ECONOMICS LAND EXPANSION LAND PROTECTION LAND RESOURCES LAND USE LAND USE CHANGE LAND USE DATA LAND USE DECISIONS LAND USE MODEL LAND USES LAND-USE LIQUID FUELS LOGGING LOSS OF BIODIVERSITY MANAGED FORESTS MARKET PRICES NATURAL CAPITAL NATURAL ECOSYSTEMS NATURAL FORESTS NATURAL GAS NATURAL RESOURCES NH3 NITROGEN NITROGEN FERTILIZERS NUTRIENTS OIL OIL EQUIVALENT OPTION VALUE OZONE PASTURES PETROLEUM PRODUCTS PLANT GROWTH PLANTING POPULATION GROWTH POTASH PP PRECIPITATION PRODUCTION COSTS PRODUCTION FUNCTIONS PRODUCTIVITY GROWTH PUBLIC GOOD RISK MANAGEMENT TECHNOLOGICAL CHANGE TECHNOLOGICAL PROGRESS TEMPERATURE TERRESTRIAL ECOSYSTEM TIMBER TIMBER PROCESSING TIMBER PRODUCTION TIMBER PRODUCTS TREE SPECIES TREES TROPICAL RAINFOREST UNMANAGED FORESTS WOOD WOOD PROCESSING WORLD ENERGY Cai, Yongyang Steinbuks, Jevgenijs Elliott, Joshua Hertel, Thomas W. The Effect of Climate and Technological Uncertainty in Crop Yields on the Optimal Path of global land use |
| relation |
Policy Research Working Paper;No. 7009 |
| description |
The pattern of global land use has
important implications for the world's food and timber
supplies, bioenergy, biodiversity and other eco-system
services. However, the productivity of this resource is
critically dependent on the world's climate, as well as
investments in, and dissemination of improved technology.
This creates massive uncertainty about future land use
requirements which compound the challenge faced by
individual investors and governments seeking to make long
term, sometimes irreversible investments in land conversion
and land use. This study assesses how uncertainties
associated with underlying biophysical processes and
technological change in agriculture affect the optimal
profile of land use over the next century, taking into
account the potential irreversibility in these decisions. A
novel dynamic stochastic model of global land use is
developed, in which the societal objective function being
maximized places value on food production, liquid fuels
(including bio-fuels), timber production, and biodiversity.
While the uncertainty in food crop yields has anticipated
impact, the resulting expansion of crop lands and decline in
forest lands is relatively small. |
| format |
Publications & Research :: Policy Research Working Paper |
| author |
Cai, Yongyang Steinbuks, Jevgenijs Elliott, Joshua Hertel, Thomas W. |
| author_facet |
Cai, Yongyang Steinbuks, Jevgenijs Elliott, Joshua Hertel, Thomas W. |
| author_sort |
Cai, Yongyang |
| title |
The Effect of Climate and Technological Uncertainty in Crop Yields on the Optimal Path of global land use |
| title_short |
The Effect of Climate and Technological Uncertainty in Crop Yields on the Optimal Path of global land use |
| title_full |
The Effect of Climate and Technological Uncertainty in Crop Yields on the Optimal Path of global land use |
| title_fullStr |
The Effect of Climate and Technological Uncertainty in Crop Yields on the Optimal Path of global land use |
| title_full_unstemmed |
The Effect of Climate and Technological Uncertainty in Crop Yields on the Optimal Path of global land use |
| title_sort |
effect of climate and technological uncertainty in crop yields on the optimal path of global land use |
| publisher |
World Bank Group, Washington, DC |
| publishDate |
2014 |
| url |
http://documents.worldbank.org/curated/en/2014/08/20128369/effect-climate-technological-uncertainty-crop-yields-optimal-path-global-land-use http://hdl.handle.net/10986/20358 |
| _version_ |
1764445106778144768 |
| spelling |
okr-10986-203582021-04-23T14:03:55Z The Effect of Climate and Technological Uncertainty in Crop Yields on the Optimal Path of global land use Cai, Yongyang Steinbuks, Jevgenijs Elliott, Joshua Hertel, Thomas W. ABATEMENT AGRICULTURAL LAND AGRICULTURAL OUTPUT AGRICULTURAL PRODUCTION AGRICULTURAL SECTOR AGRICULTURE ALLOCATION OF LAND AMMONIA ATMOSPHERE BARREN LANDS BASELINE LEVELS BEQUEST VALUE BIODIVERSITY BIOPHYSICAL ENVIRONMENT CARBON CARBON DIOXIDE CARBON SEQUESTRATION CARBON SEQUESTRATION CREDITS CARBON SYSTEM CARBON TAXES CHEMICAL ENGINEERING CLIMATE CLIMATE CHANGE CLIMATE CHANGE IMPACT CLIMATE POLICIES CLIMATE POLICY CLIMATE SCENARIOS CLIMATIC CHANGE CLIMATIC CONDITIONS CO CO2 COMMERCIAL FORESTRY CONSUMER DEMAND CONVERGENCE CROP LANDS DEBT DECISION MAKING DEFORESTATION DEFORESTATION RATES DEGRADATION DEGRADED LANDS DEGREE DAYS DEMAND FOR CROPLAND DEMAND FOR ECOSYSTEM SERVICES DEMAND FOR ENERGY DEMAND FOR ENERGY SERVICES DEMAND FOR LAND DEMAND FOR TIMBER ECOLOGICAL CONDITIONS ECOLOGICAL ECONOMICS ECOLOGICAL INTENSIFICATION ECOLOGICAL RESTORATION ECOLOGY ECONOMETRIC ESTIMATES ECONOMIC ANALYSIS ECONOMIC EFFECTS ECONOMIC GROWTH ECONOMIC WELFARE ECONOMICS ECOSYSTEM ECOSYSTEM SERVICE ECOSYSTEM SERVICES ELASTICITY OF SUBSTITUTION EMISSION EMISSIONS EMISSIONS CONTROL EMISSIONS FROM LAND-USE CHANGE EMISSIONS PREDICTION ENERGY CONSUMPTION ENERGY DEMAND ENERGY ECONOMICS ENERGY POLICY ENERGY PRICES ENERGY PRODUCTION ENERGY USE ENVIRONMENTAL ENVIRONMENTAL ASSESSMENT ENVIRONMENTAL ECONOMICS ENVIRONMENTAL GOODS ENVIRONMENTAL RESEARCH ENVIRONMENTAL SCIENCE ENVIRONMENTAL SERVICES EQUILIBRIUM EROSION ETHANOL EXPENDITURES FERTILIZATION FERTILIZERS FOOD PRODUCTION FOREST FOREST AREA FOREST AREAS FOREST CARBON FOREST CARBON SEQUESTRATION FOREST CONSERVATION FOREST CONVERSION FOREST HARVESTING FOREST LAND FOREST LANDS FOREST MANAGEMENT FOREST PRODUCT FOREST STRUCTURE FOREST TREE FORESTRY FORESTRY MANAGEMENT FORESTRY SECTOR FORESTS FOSSIL FUEL FOSSIL FUELS FUEL CONSUMPTION FUEL SUPPLY FUELS GAS PRICES GAS RESERVES GCM GHG GLOBAL CLIMATE CHANGE GLOBAL ECOLOGY GLOBAL ENVIRONMENTAL CHANGE GLOBAL LAND USE GLOBAL LAND-USE GREENHOUSE GREENHOUSE GAS GREENHOUSE GASES INCOME INTERMEDIATE INPUTS IPCC IRREVERSIBILITY LAND ACCESS LAND ALLOCATION LAND ALLOCATION DECISIONS LAND AREA LAND AREAS LAND CONVERSION LAND ECONOMICS LAND EXPANSION LAND PROTECTION LAND RESOURCES LAND USE LAND USE CHANGE LAND USE DATA LAND USE DECISIONS LAND USE MODEL LAND USES LAND-USE LIQUID FUELS LOGGING LOSS OF BIODIVERSITY MANAGED FORESTS MARKET PRICES NATURAL CAPITAL NATURAL ECOSYSTEMS NATURAL FORESTS NATURAL GAS NATURAL RESOURCES NH3 NITROGEN NITROGEN FERTILIZERS NUTRIENTS OIL OIL EQUIVALENT OPTION VALUE OZONE PASTURES PETROLEUM PRODUCTS PLANT GROWTH PLANTING POPULATION GROWTH POTASH PP PRECIPITATION PRODUCTION COSTS PRODUCTION FUNCTIONS PRODUCTIVITY GROWTH PUBLIC GOOD RISK MANAGEMENT TECHNOLOGICAL CHANGE TECHNOLOGICAL PROGRESS TEMPERATURE TERRESTRIAL ECOSYSTEM TIMBER TIMBER PROCESSING TIMBER PRODUCTION TIMBER PRODUCTS TREE SPECIES TREES TROPICAL RAINFOREST UNMANAGED FORESTS WOOD WOOD PROCESSING WORLD ENERGY The pattern of global land use has important implications for the world's food and timber supplies, bioenergy, biodiversity and other eco-system services. However, the productivity of this resource is critically dependent on the world's climate, as well as investments in, and dissemination of improved technology. This creates massive uncertainty about future land use requirements which compound the challenge faced by individual investors and governments seeking to make long term, sometimes irreversible investments in land conversion and land use. This study assesses how uncertainties associated with underlying biophysical processes and technological change in agriculture affect the optimal profile of land use over the next century, taking into account the potential irreversibility in these decisions. A novel dynamic stochastic model of global land use is developed, in which the societal objective function being maximized places value on food production, liquid fuels (including bio-fuels), timber production, and biodiversity. While the uncertainty in food crop yields has anticipated impact, the resulting expansion of crop lands and decline in forest lands is relatively small. 2014-10-06T19:37:05Z 2014-10-06T19:37:05Z 2014-08 http://documents.worldbank.org/curated/en/2014/08/20128369/effect-climate-technological-uncertainty-crop-yields-optimal-path-global-land-use http://hdl.handle.net/10986/20358 English en_US Policy Research Working Paper;No. 7009 CC BY 3.0 IGO http://creativecommons.org/licenses/by/3.0/igo/ World Bank Group, Washington, DC Publications & Research :: Policy Research Working Paper Publications & Research |