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The Century Ahead: Four Global Scenarios Technical Documentation Christi Electris, Paul Raskin, Rich Rosen, and John Stutz ii The Century Ahead: Four Global Scenarios. Technical Documentation Christi Electris, Paul Raskin, Rich Rosen, and John Stutz Tellus Institute 11 Arlington Street Boston, MA 02116 Phone: 1 617 266 8090 Email: [email protected] Tellus Institute: http://www.tellus.org Great Transition Initiative: http://www.gtinitiative.org © Copyright 2009 by Tellus Institute. Updated 2015 No part of this report may be reproduced in any form by photostat, microfilm, or any other means, without the written permission of the publisher. The Century Ahead: Technical Documentation iii Table of Contents Table of Contents .............................................. iii Table of Figures .............................................. viii Table of Tables ................................................ xii Table of Boxes ................................................. xv Forward ......................................................... xvi Acknowledgements ........................................ xvii 1 Introduction .............................................. 1 The Market Forces Scenario .......................................................................................... 2 The Policy Reform Scenario ........................................................................................... 2 The Fortress World Scenario .......................................................................................... 5 The Great Transition Scenario ....................................................................................... 5 Global Regions ................................................................................................................... 5 The Structure of this Report ............................................................................................... 8 2 Population, Economy, Poverty ............... 11 Demographics and Economics .......................................................................................... 11 Population ................................................................................................................... 11 Gross Domestic Product ............................................................................................... 14 Value Added by Sector ................................................................................................. 19 Value Added by Industrial Subsector ............................................................................ 22 Income Distribution and Poverty ...................................................................................... 26 iv Methodology ................................................................................................................ 26 Inequality and Hunger ................................................................................................. 29 3 Energy ..................................................... 33 Energy Consumption ........................................................................................................ 33 Total Final Consumption.............................................................................................. 33 Households .................................................................................................................. 38 Services ........................................................................................................................ 49 Agriculture ................................................................................................................... 57 Industry ........................................................................................................................ 65 Transportation ............................................................................................................. 75 Energy Conversion ......................................................................................................... 108 Scenarios ................................................................................................................... 111 Primary Energy Production ....................................................................................... 119 Energy Resources ........................................................................................................... 124 4 Agriculture and Food ............................ 132 Demand for Agricultural Products .................................................................................. 134 Trade and Regional Food Supplies ................................................................................. 143 Animal Products......................................................................................................... 145 Crop Products ............................................................................................................ 146 Livestock Production and Feed....................................................................................... 150 Feed Requirements ..................................................................................................... 151 Feed Supply ............................................................................................................... 156 Fisheries and Aquaculture ............................................................................................... 165 Crop Production ............................................................................................................. 166 Irrigation ................................................................................................................... 170 Yield and Cropping Intensity ...................................................................................... 172 Cultivated Land.......................................................................................................... 178 Cropland Degradation ............................................................................................... 183 Fertilizer .................................................................................................................... 186 The Century Ahead: Technical Documentation v 5 Land Use and Forestry ......................... 192 Overview of Methodology .............................................................................................. 199 Protected Land ............................................................................................................... 203 The Built Environment ................................................................................................... 204 Conversion to Agricultural Land..................................................................................... 208 Cropland .................................................................................................................... 208 Grazing and Pasture Land ......................................................................................... 211 Forestry and Forests ....................................................................................................... 212 Forestry ..................................................................................................................... 212 Deforestation ............................................................................................................. 219 Barren and Other Land ................................................................................................... 221 Current Accounts ....................................................................................................... 221 Scenarios ................................................................................................................... 222 6 Water ..................................................... 224 Resources....................................................................................................................... 224 Withdrawals and Water Stress ........................................................................................ 226 Withdrawals by Sector ................................................................................................... 231 Domestic .................................................................................................................... 232 Manufacturing ........................................................................................................... 237 Energy Conversion ..................................................................................................... 243 Agriculture ................................................................................................................. 246 Water Stress ................................................................................................................... 252 7 Pollution ................................................ 254 Greenhouse Gases and Climate Change .......................................................................... 254 Methodology for Policy Reform Emissions Scenario ................................................ 256 Results ....................................................................................................................... 260 Computing Carbon Emissions in each sector ........................................................... 263 v i Indoor Air Pollution and Biomass Fuels .......................................................................... 264 Acidification ................................................................................................................... 265 Water Pollution .............................................................................................................. 268 Domestic BOD Loadings ............................................................................................ 269 Livestock Production .................................................................................................. 272 Fertilizer .................................................................................................................... 273 Industrial BOD Loadings ........................................................................................... 274 Results ....................................................................................................................... 275 Solid Waste .................................................................................................................... 278 Current Accounts ....................................................................................................... 278 Scenarios ................................................................................................................... 280 Toxic Waste ................................................................................................................... 281 Current Accounts ....................................................................................................... 282 Scenarios ................................................................................................................... 284 8 A Great Transition Scenario ................. 286 Overview ....................................................................................................................... 286 The Asymptotic State ..................................................................................................... 287 Economics and Demographics ........................................................................................ 292 Income Assumptions ................................................................................................... 292 Technology Factors ........................................................................................................ 298 Energy ........................................................................................................................... 298 Water ............................................................................................................................. 299 Agriculture and Land ...................................................................................................... 300 9 A Fortress World Scenario .................... 304 Overview ....................................................................................................................... 304 Assumptions ................................................................................................................... 304 Economics and Demographics ................................................................................... 309 Energy and Water Use ............................................................................................... 312 Agriculture and Land ................................................................................................. 312 The Century Ahead: Technical Documentation vii 10 Quality of Development Indicator ...... 314 Methodology .................................................................................................................. 315 Worktime ....................................................................................................................... 317 Results ........................................................................................................................... 319 Annex .......................................................... 324 Annex 1. The Convergence Algorithm ....................................................................... 324 Annex 2. Sensitivity Analyses of Hunger Line Use ..................................................... 326 Changing U.S. Gini Coefficient Trends ...................................................................... 328 References .................................................. 329 v iii Table of Figures Figure 2-1. UN mid-range population projections to 2100 .................................................... 12 Figure 2-2. GDP per capita in the scenarios .......................................................................... 17 Figure 2-3. Estimated PPP-to-MER ratio vs. income ............................................................ 18 Figure 2-4. Industrial value added as a percent of GDP ........................................................ 20 Figure 2-5. Value added shares by macro-region .................................................................. 21 Figure 2-6. Global Sector Shares of Value Added................................................................. 21 Figure 2-7. Hunger line versus GDP/cap............................................................................... 27 Figure 2-8. Gini Coefficients – Market Forces ...................................................................... 28 Figure 2-9. Gini Coefficients – Policy Reform....................................................................... 29 Figure 3-1. Global final energy consumption shares - 2005 ................................................... 34 Figure 3-2. Global final energy demand by macro-region ...................................................... 37 Figure 3-3. Household energy intensities – 2005 ................................................................... 39 Figure 3-4. Household energy shares – 2005 ........................................................................ 40 Figure 3-5. Global household energy demand by fuel ............................................................ 44 Figure 3-6. Global household energy demand by region ........................................................ 45 Figure 3-7. Regional household energy demand .................................................................... 47 Figure 3-8. Service sector energy intensities - 2005 .............................................................. 49 Figure 3-9. Service sector fuel shares - 2005 ........................................................................ 50 Figure 3-10. Global service sector energy demand by fuel ..................................................... 53 Figure 3-11. Global service sector energy demand by region ................................................. 54 Figure 3-12. Regional service sector energy demand ............................................................. 55 Figure 3-13. Agriculture sector fuel shares - 2005 ................................................................ 58 Figure 3-14. Agriculture sector energy intensities - 2005 (MJ/$) ........................................... 58 Figure 3-15. Global agricultural energy demand by fuel ........................................................ 61 Figure 3-16. Global agricultural energy demand by region .................................................... 62 Figure 3-17. Regional agricultural energy demand ................................................................ 63 Figure 3-18. Industrial sector energy use by sub-sector - 2005 .............................................. 65 Figure 3-19. Industrial sector energy use by fuel – 2005 ....................................................... 66 Figure 3-20. Industrial energy intensities - 2005 ................................................................... 67 Figure 3-21. Industrial energy intensities by sub-sector – 2005 ............................................. 68 Figure 3-22. Global industrial energy demand by region........................................................ 72 Figure 3-23. Global industrial fuel shares .............................................................................. 72 Figure 3-24. Regional industrial energy demand ................................................................... 73 Figure 3-25. Transport mode decomposition ........................................................................ 76 Figure 3-26. Total transport energy demand per capita by region - 2005 ............................... 77 The Century Ahead: Technical Documentation ix Figure 3-27. Automobile travel per capita - 2005 .................................................................. 78 Figure 3-28. Passenger transport energy use: modal shares - 2005 ........................................ 81 Figure 3-29. Freight transport energy use: modal shares - 2005 ............................................ 81 Figure 3-30. Transport energy intensities by mode - 2005 ..................................................... 83 Figure 3-31. Global transport energy demand by fuel ............................................................ 85 Figure 3-32. Global transport energy demand by region ........................................................ 85 Figure 3-33. Regression analysis of average income versus per capita passenger transport (all modes) .......................................................................................................................... 86 Figure 3-34. Average income vs. share of road transport in private vehicles .......................... 88 Figure 3-35. Average income and rail travel ......................................................................... 89 Figure 3-36. Average income and air transport ..................................................................... 89 Figure 3-37. Private vehicle shares of road transport ............................................................ 91 Figure 3-38. Global passenger transport requirements by macro-region ................................ 96 Figure 3-39. Global passenger transport requirements by mode ............................................ 97 Figure 3-40. Passenger transportation fuel use .....................................................................102 Figure 3-41. Road freight travel intensity versus income ......................................................103 Figure 3-42. Freight transportation fuel use .........................................................................108 Figure 3-43. Global electricity requirements for all sectors ...................................................111 Figure 3-44. Regional electricity generation shares 2005 and scenarios in 2050....................114 Figure 3-45. Average electric power plant efficiencies .........................................................118 Figure 3-46. Primary energy supply shares by region - 2005 ................................................120 Figure 3-47. Global primary energy requirements by macro-region (includes renewables) ....123 Figure 3-48. Global primary energy requirements by primary fuel ........................................123 Figure 3-49. Global fossil and uranium reserves compared to requirements ..........................126 Figure 3-50. Unrecovered reserves of fossil fuels – 2005 .....................................................128 Figure 3-51. Hydropower production by macro-region ........................................................130 Figure 3-52. Global Requirements for all biomass for fuel and feedstocks ............................131 Figure 4-1. Structure of agricultural production system .......................................................133 Figure 4-2. Commodity groupings used for the scenario analysis .........................................134 Figure 4-3. Regional daily per capita calorie intake ..............................................................138 Figure 4-4. Regional per capita calorie intake as a share of total consumption ......................138 Figure 4-5. Caloric intake vs. income in 2005 ......................................................................139 Figure 4-6. Dietary Changes in the Market Forces scenario .................................................142 Figure 4-7. Dietary Changes in the Policy Reform scenario ..................................................142 Figure 4-8. Difference in daily calorie intake between Policy Reform and Market Forces scenarios in 2100 .........................................................................................................143 Figure 4-9. “Wheat and Coarse Grains” imports (negative) and exports (positive) ...............149 x Figure 4-10. All cereal imports (negative) and exports (positive), including “Wheat and Coarse Grains” and “Rice” .......................................................................................................149 Figure 4-11. Feed requirements in scenarios ........................................................................155 Figure 4-12. Components of feed energy supply ..................................................................157 Figure 4-13. Changes in feed composition in the Market Forces scenario.............................163 Figure 4-14. Feed growth and composition in the Market Forces scenario ...........................164 Figure 4-15. Global livestock production in Market Forces and Policy Reform ....................164 Figure 4-16. Global ruminant animal production by region ...................................................165 Figure 4-17. Structure of crop production analysis ..............................................................169 Figure 4-18. Irrigated area by region, 1961 to 1999 .............................................................171 Figure 4-19. Historical annual cereal yields by Macro-Region ..............................................173 Figure 4-20. Additional historical annual cereal yields by region ..........................................174 Figure 4-21. Rainfed area index – developing regions, 1961-1994 .......................................179 Figure 4-22. Rainfed area index – OECD and transitional regions, 1961-1994 .....................179 Figure 4-23. Nitrogen fertilizer application vs. average yield for Wheat + CG ......................188 Figure 4-24. Nitrogen fertilizer application vs. average yield for Rice ..................................188 Figure 4-25. Nitrogen fertilizer application vs. average yield for Other Crops ......................189 Figure 5-1. Land use categories ...........................................................................................193 Figure 5-2. Average annual change in land area in the scenarios, 2005-2050 ........................198 Figure 5-3. Land use change schematic ................................................................................202 Figure 5-4. Global forestry fiber production in the scenarios by source ................................217 Figure 5-5. Global primary fiber inputs for secondary products in scenarios .........................217 Figure 5-6. Forest area available for production in each scenario .........................................218 Figure 6-1. Dependence of water stress on water use-to-resource ratio ................................229 Figure 6-2. Determining “level of effort” in the Policy Reform Scenario ..............................231 Figure 6-3. Domestic withdrawals vs. income ......................................................................233 Figure 6-4. Domestic water intensities in the Market Forces scenario ..................................234 Figure 6-5. Domestic withdrawals by region in the scenarios ...............................................235 Figure 6-6. Domestic water intensities in the Policy Reform scenario ...................................237 Figure 6-7. Relative values for manufacturing intensities ......................................................238 Figure 6-8. Manufacturing aggregate water intensities in Market Forces ..............................240 Figure 6-9. Regional manufacturing withdrawals in the scenarios .........................................242 Figure 6-10. Manufacturing water intensities in the Policy Reform scenario .........................242 Figure 6-11. Thermoelectric intensities in the Market Forces scenario .................................244 Figure 6-12. Water withdrawals for energy conversion in the scenarios................................245 Figure 6-13. Thermoelectric intensities in the Policy Reform scenario ..................................246 Figure 6-14. Yield response to water and non-water inputs..................................................248

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Christi Electris, Paul Raskin, Rich Rosen, and John Stutz. Page 2. ii. The Century Ahead: Four Global Scenarios 2 Population, Economy, Poverty .
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