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Emissions Scenarios - IPCC

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228 An Overview of <strong>Scenarios</strong><br />

• Largely stationary trend of global cropland areas (-39<br />

million ha between 1990 and 2100, i.e., 3% of 1990<br />

cropland areas).<br />

• Decline in global forest cover by some 92 million ha.<br />

• Increase of grasslands and biomass land-use of 188 and<br />

552 million ha, respectively.<br />

Land-use change patterns are more dynamic in the<br />

intermediate time periods, and also display a wide variation<br />

across different regions.<br />

4.4.9.2. Harmonized and Other Al <strong>Scenarios</strong><br />

By and large, land-use changes in other Al scenarios show a<br />

very wide range, being mostly model specific. As a rule, the Al<br />

land-use change scenarios take an intermediate position<br />

between the more extreme tendencies described by the<br />

respective storylines of the A2 and В1 scenario families (see<br />

Figure 4-12), which both result in large land-use changes<br />

(albeit of an entirely different qualitative nature).<br />

Corresponding scenario (model) differences are thus discussed<br />

below for these two scenario families where they are largest.<br />

4.4.9.3. A2 <strong>Scenarios</strong><br />

The ASF model used to produce the A2 marker scenario does<br />

not generate estimates of the area covered by different<br />

ecosystem types (e.g., forests, grasslands, etc.). However, the<br />

ASF deforestation module estimates the area of different<br />

tropical-forest types cleared annually for agricultural and other<br />

puфoses (Lashof and Tiipak, 1990). This information is<br />

subsequently used to estimate GHG emissions from<br />

deforestation. The A2-ASF scenario also includes estimates of<br />

natural carbon sinks and additional sinks attributable to reforestation<br />

and afforestation activities. These estimates are<br />

based on an extensive survey of available literature (Pepper et.<br />

al., 1998).<br />

By and large the land-use changes in the A2 marker scenario<br />

reflect conventional wisdom - in a high-population and lowincome<br />

world, natural land cover becomes progressively<br />

depleted, which is only partially counterbalanced by re- and<br />

afforestation activities. The size of the natural terrestrial carbon<br />

For comparison, the corresponding productivity growth rates in the<br />

other scenarios range from 1 % per year (B2-AIM) to 2% per year (B1 -<br />

AIM),<br />

consistent with their respective storylines. This emphasizes<br />

productivity and efficiency (Bl) and more fragmented technology and<br />

productivity growth (B2).<br />

For A2-AIM, crop productivity growth rates<br />

range between 1% and 1.5 % per year in the DEV and IND regions,<br />

respectively; the difference is explained by only slowly closing<br />

productivity gaps (approximated by GDP/capita), characteristic of this<br />

scenario storyline. Similar differences also characterize other salient<br />

scenario assumptions of importance to land-use changes (like biomass<br />

yields, animal productivity, or the distribution of grain- versus rangefed<br />

cattle). For instance, feed and protein yields from pasture land are<br />

assumed to grow at 1.5 % per year and biomass yields at 0.5 % per<br />

year in the Al scenario.<br />

sink (including forests, grasslands, wetlands, and other<br />

ecosystem types) in 1990 is estimated in ASF-A2 to amount to<br />

1.8 GtC (1800 IVItC). By 2050 this sink reduces to 0.8 GtC and<br />

by the end of the 2P' century terrestrial ecosystems become a<br />

net source of carbon. On the other side of the natural carbon<br />

balance is carbon sequestered by re- and afforestation. In A2-<br />

ASF the respective (negative) carbon fluxes are estimated to<br />

increase from 0.003 GtC in 1990, to 0.171 GtC by 2050, and<br />

0.205 GtC by 2100.<br />

4.4.9.4. Harmonized and Other A2 <strong>Scenarios</strong><br />

Out of the five A2 non-marker scenarios, A2-AIM and A2-<br />

MiniCAM (and A2-A1-MINICAM) include explicit land-use<br />

patterns. Table 4-18 illustrates that the major difference<br />

between these quantifications is a higher energy biomass area<br />

assumption in A2-AIM. Among other differences is a higher<br />

percentage of cropland and grasslands in A2-MiniCAM and of<br />

forestiand in A2-AIM.<br />

4.4.9.5. Bl <strong>Scenarios</strong><br />

The most important indicators and assumptions made in the<br />

IMAGE land-use model relate to agricultural yields and diets<br />

that influence meat production, cattle population, and, in tum,<br />

grasslands land cover. Cereal yields (to 2100) for REF, ASIA,<br />

ALM, and the world average are assumed to increase by about<br />

a factor of four, while cereal yields for OECD90 start from a<br />

higher initial value and increase by only a factor of two. The<br />

total cattle population in the IMAGE model includes dairy and<br />

non-dairy cattle. Dairy cattle populations change as a result of<br />

milk production per animal and the demand for milk. Nondairy<br />

cattle populations change as a result of meat demand,<br />

slaughter weight, and off-take rate. The number of slaughtered<br />

animals (beef) increases in the period 1995 to 2060, the net<br />

result of increasing animal productivity and increasing human<br />

consumption of meat. The total number of cattie (dairy and<br />

beef) shows a decreasing trend beyond the year 2000, with the<br />

near-term increase in beef cattle more than offset by a decrease<br />

in the number of dairy cattle. The forest area reflects the result<br />

of increasing agricultural production and increasing<br />

productivity. The major increase in demand for food in the<br />

initial period 1995 to 2030 is nearly compensated by increasing<br />

productivity, with a resultant slow decline in forest area, while<br />

beyond 2030 forest areas start expand over abandoned<br />

agricultural land. Overall, the net balance of land-use changes<br />

in scenario Bl between 1990 and 2100 suggests a considerable<br />

"greening" of the planet - a net increase in forest cover by<br />

some 1260 million ha, a decrease in cropland of 390 million<br />

ha, and an increase of about 200 million ha devoted to biomass<br />

production. Grasslands decline by 1540 million ha, partly<br />

because of the afforested areas mentioned above, but also<br />

because they are converted to other land uses. Thus, while the<br />

В1 scenario family is characterized by "high" rates of land-use<br />

changes, the quality of these changes ("greening") is entirely<br />

different compared to those of other scenario families (e.g.<br />

A2).

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