The peatland module calculates GHG emissions from degrading/drained peatlands.
Description | Unit | A | B | |
---|---|---|---|---|
pcm_land (j, land) |
Land area in previous time step including possible changes after optimization | \(10^6 ha\) | x | |
pcm_land_forestry (j, type32) |
Forestry land pools | \(10^6 ha\) | x | |
pm_climate_class (j, clcl) |
Koeppen-Geiger climate classification on the simulation cluster level | \(1\) | x | |
pm_interest (t_all, i) |
Interest rate in each region and timestep | \(\%/yr\) | x | |
vm_emissions_reg (i, emis_source, pollutants) |
Regional emissions by source and gas after technical mitigation N CH4 C | \(Tg/yr\) | x | x |
vm_land (j, land) |
Land area of the different land types | \(10^6 ha\) | x | |
vm_land_forestry (j, type32) |
Forestry land pools | \(10^6 ha\) | x | |
vm_landexpansion (j, land) |
Land expansion | \(10^6 ha\) | x | |
vm_landexpansion_forestry (j, type32) |
Forestry land expansion | \(10^6 ha\) | x | |
vm_landreduction (j, land) |
Land reduction | \(10^6 ha\) | x | |
vm_landreduction_forestry (j, type32) |
Forestry land reduction | \(10^6 ha\) | x |
Description | Unit | |
---|---|---|
vm_peatland_cost (j) |
One-time and recurring cost of managed peatland | \(10^6 USD_{05MER}/yr\) |
In this realization, peatlands do not exist. Therefore, GHG emissions from degrading peatlands are assumed zero.
Limitations Peatland area and associated GHG emissions are fixed to zero.
In this realization, the state of peatlands is modelled based on the
methodology described in Humpenöder et al. (2020).
The initial map for intact, degraded and rewetted peatland is based on
the Global
Peatland Map 2.0 and the Global
Peatland Database, both for the year 2022. Therefore, it is advised
to set s58_fix_peatland
to 2020
when using
this realisation (2022 is not available as time step in MAgPIE). Future
peatland dynamics are estimated by multiplying changes in managed land
with a peatland scaling factor. GHG emissions from drained and rewetted
peatlands as well as from peat extraction are calculated based on GHG
emission factors. In this realisation, peatland GHG emission factors for
boreal and tropical climates are based on Hiraishi et al. (2014) and
Wilson, Blain, and
Couwenberg (2016). Peatland GHG emission factors for
temperate climates are based on more recent estimates from Tiemeyer et al. (2020).
Assumed rules for changes in peatland area:
Constraint for constant total peatland area over time:
\[\begin{multline*} \sum_{land58} v58\_peatland(j2,land58) = \sum_{land58} pc58\_peatland(j2,land58) \end{multline*}\]
Peatland area change:
\[\begin{multline*} v58\_peatlandChange(j2,land58) = v58\_peatland(j2,land58)-pc58\_peatland(j2,land58) \end{multline*}\]
Managed land area:
\[\begin{multline*} v58\_manLand(j2,manPeat58) = m58\_LandMerge(vm\_land,vm\_land\_forestry,"j2") \end{multline*}\]
Managed land area expansion and reduction:
\[\begin{multline*} v58\_manLandExp(j2,manPeat58) = m58\_LandMerge(vm\_landexpansion,vm\_landexpansion\_forestry,"j2") \end{multline*}\]
\[\begin{multline*} v58\_manLandRed(j2,manPeat58) = m58\_LandMerge(vm\_landreduction,vm\_landreduction\_forestry,"j2") \end{multline*}\]
Future peatland dynamics (v58_peatland
) for drained
peatlands used as cropland, pasture or forestry (manPeat58
)
depend on changes in managed agricultural and forestry land
(v58_manLandExp
, v58_manLandRed
), multiplied
with corresponding scaling factors for expansion
(p58_scalingFactorExp
) and reduction
(p58_scalingFactorRed
). Both scaling factors are
time-dynamic, i.e. the scaling factors vary depending on changes in
drained peatland and managed land. The scaling factor for expansion
reflects the ratio of available area for peatland drainage and managed
land expansion, based on the assumption that the expansion of drained
peatland is proportional to the expansion of managed land. The scaling
factor for reduction reflects the ratio of drained peatland and total
peatland area, based on the assumption that the likelihood of peatland
rewetting increases with a higher share of drained peatland over total
peatland area. Therefore, the scaling factor for peatland reduction
increases with an increasing share of drained peatland and decreases
with a decreasing share of drained peatland. In case managed land
remains unchanged, also drained peatland remains unchanged.
\[\begin{multline*} v58\_peatland(j2,manPeat58) = pc58\_peatland(j2,manPeat58) + v58\_manLandExp(j2,manPeat58) \cdot \sum_{ct} p58\_scalingFactorExp(ct,j2) - v58\_balance(j2,manPeat58) - v58\_manLandRed(j2,manPeat58) \cdot \sum_{ct} p58\_scalingFactorRed(ct,j2,manPeat58) + v58\_balance2(j2,manPeat58) \end{multline*}\]
Drained peatland used for agriculture and forestry cannot exceed corresponding managed land.
\[\begin{multline*} v58\_peatland(j2,manPeat58) \leq v58\_manLand(j2,manPeat58) \end{multline*}\]
Costs for peatland degradation and rewetting
\[\begin{multline*} vm\_peatland\_cost(j2) = \sum_{cost58} v58\_peatland\_cost\_annuity(j2,cost58) + v58\_peatland(j2,"rewetted") \cdot \sum_{ct} i58\_cost\_rewet\_recur(ct) + \sum_{manPeat58} v58\_peatland(j2,manPeat58) \cdot \sum_{ct} i58\_cost\_drain\_recur(ct) + \sum_{manPeat58}\left( v58\_balance(j2,manPeat58)+v58\_balance2(j2,manPeat58)\right) \cdot s58\_balance\_penalty \end{multline*}\]
\[\begin{multline*} v58\_peatland\_cost\_annuity(j2,cost58) \geq \left(- v58\_peatlandChange(j2,"intact") \cdot \sum_{ct} i58\_cost\_drain\_intact\_onetime(ct)\right)\$sameas(cost58,"drain\_intact") + \left(- v58\_peatlandChange(j2,"rewetted") \cdot \sum_{ct} i58\_cost\_drain\_rewet\_onetime(ct)\right)\$sameas(cost58,"drain\_rewetted") + \left(v58\_peatlandChange(j2,"rewetted") \cdot \sum_{ct} i58\_cost\_rewet\_onetime(ct)\right)\$sameas(cost58,"rewet") \cdot \sum_{cell(i2,j2),ct}\left(\frac{pm\_interest(ct,i2)}{\left(1+pm\_interest(ct,i2)\right)}\right) \end{multline*}\]
Detailed peatland GHG emissions
\[\begin{multline*} v58\_peatland\_emis(j2,land58,emis58) = \sum_{clcl58}\left( v58\_peatland(j2,land58) \cdot p58\_mapping\_cell\_climate(j2,clcl58) \cdot f58\_ipcc\_wetland\_ef(clcl58,land58,emis58)\right) \end{multline*}\]
Aggregation of detailed peatland GHG emissions for interface
vm_emissions_reg
\[\begin{multline*} vm\_emissions\_reg(i2,"peatland",poll58) = \sum_{cell(i2,j2),land58,emisSub58\_to\_poll58(emisSub58,poll58)}\left( v58\_peatland\_emis(j2,land58,emisSub58)\right) \end{multline*}\]
Peatland scaling factor for expansion: (totalPeatland - manPeatland) / (totalLand - manLand)
p58_availPeatlandExp(t,j) = sum(land58, pc58_peatland(j,land58)) - sum(manPeat58, pc58_peatland(j,manPeat58));
p58_availLandExp(t,j) = sum(land, pcm_land(j,land)) - sum(manPeat58, pc58_manLand(j,manPeat58));
p58_scalingFactorExp(t,j) =
(p58_availPeatlandExp(t,j) / p58_availLandExp(t,j))
$(p58_availPeatlandExp(t,j) > 1e-4 AND p58_availLandExp(t,j) > 1e-4)
+ 0$(p58_availPeatlandExp(t,j) <= 1e-4 OR p58_availLandExp(t,j) <= 1e-4);
p58_scalingFactorExp(t,j)$(p58_scalingFactorExp(t,j) > 1) = 1;
Peatland scaling factor for reduction: manPeatland / totalPeatland
p58_scalingFactorRed(t,j,manPeat58) =
(pc58_peatland(j,manPeat58) / sum(land58, pc58_peatland(j,land58)))
$(pc58_peatland(j,manPeat58) > 1e-4 AND sum(land58, pc58_peatland(j,land58)) > 1e-4)
+ 0$(pc58_peatland(j,manPeat58) <= 1e-4 OR sum(land58, pc58_peatland(j,land58)) <= 1e-4);
p58_scalingFactorRed(t,j,manPeat58)$(p58_scalingFactorRed(t,j,manPeat58) > 1) = 1;
Limitations Peatland area and GHG emissions are fixed to 2022 levels for the historic period, depending on
s58_fix_peatland
. Organic carbon stocks in peatlands are not accounted for.
Description | Unit | A | B | |
---|---|---|---|---|
f58_ipcc_wetland_ef (clcl58, land58, emis58) |
Wetland emission factors | \(Tg/yr\) | x | |
f58_peatland_area (j, land58) |
Peatland area | \(10^6 ha\) | x | |
i58_cost_drain_intact_onetime (t) |
One-time costs for drainage of intact peatland | \(USD_{05MER}/ha\) | x | |
i58_cost_drain_recur (t) |
Recurring costs for drained and managed peatlands | \(USD_{05MER}/ha\) | x | |
i58_cost_drain_rewet_onetime (t) |
One-time costs for drainage of rewetted peatland | \(USD_{05MER}/ha\) | x | |
i58_cost_rewet_onetime (t) |
One-time costs for peatland rewetting | \(USD_{05MER}/ha\) | x | |
i58_cost_rewet_recur (t) |
Recurring costs for rewetted peatland | \(USD_{05MER}/ha\) | x | |
p58_availLandExp (t, j) |
Available area for expansion of managed land | \(10^6 ha\) | x | |
p58_availPeatlandExp (t, j) |
Available area for expansion of drained peatland | \(10^6 ha\) | x | |
p58_mapping_cell_climate (j, clcl58) |
Mapping between cells and climate regions | \(binary\) | x | |
p58_scalingFactorExp (t, j) |
Scaling factor for peatland expansion | \(1\) | x | |
p58_scalingFactorRed (t, j, manPeat58) |
Scaling factor for peatland reduction | \(1\) | x | |
pc58_manLand (j, manPeat58) |
Managed land area | \(10^6 ha\) | x | |
pc58_peatland (j, land58) |
Peatland area | \(10^6 ha\) | x | |
q58_manLand (j, manPeat58) |
Managed land area | \(10^6 ha\) | x | |
q58_manLandExp (j, manPeat58) |
Managed land area expansion | \(10^6 ha\) | x | |
q58_manLandRed (j, manPeat58) |
Managed land area reduction | \(10^6 ha\) | x | |
q58_peatland (j) |
Constraint for total peatland area | \(10^6 ha\) | x | |
q58_peatland_cost (j) |
One-time and recurring cost of peatland conversion and management | \(10^6 USD_{05MER}/yr\) | x | |
q58_peatland_cost_annuity (j, cost58) |
Annuity costs for peatland conversion in the current timestep | \(10^6 USD_{05MER}/yr\) | x | |
q58_peatland_emis (i, poll58) |
GHG emissions from managed peatland | \(Tg/yr\) | x | |
q58_peatland_emis_detail (j, land58, emis58) |
Detailed GHG emissions from peatlands | \(Tg/yr\) | x | |
q58_peatlandChange (j, land58) |
Peatland area change | \(10^6 ha\) | x | |
q58_peatlandMan (j, manPeat58) |
Change of managed peatland area | \(10^6 ha\) | x | |
q58_peatlandMan2 (j, manPeat58) |
Contraint for managed peatland area | \(10^6 ha\) | x | |
s58_balance_penalty | Penalty for technical peatland balance term | \(USD_{05MER}\) | x | |
s58_cost_drain_intact_onetime | One-time costs for drainage of intact peatland | \(USD_{05MER}/ha\) | x | |
s58_cost_drain_recur | Recurring costs for drained and managed peatlands | \(USD_{05MER}/ha\) | x | |
s58_cost_drain_rewet_onetime | One-time costs for drainage of rewetted peatland | \(USD_{05MER}/ha\) | x | |
s58_cost_rewet_onetime | One-time costs for peatland rewetting | \(USD_{05MER}/ha\) | x | |
s58_cost_rewet_recur | Recurring costs for rewetted peatland | \(USD_{05MER}/ha\) | x | |
s58_fix_peatland | Year indicating until when peatland area should be fixed | \(year\) | x | |
s58_rewetting_switch | Peatland rewetting on (Inf) or off | \(0\) | x | |
v58_balance (j, manPeat58) |
Technical balance term for peatland scaling factor | \(1\) | x | |
v58_balance2 (j, manPeat58) |
Technical balance term for peatland scaling factor | \(1\) | x | |
v58_manLand (j, manPeat58) |
Managed land area | \(10^6 ha\) | x | |
v58_manLandExp (j, manPeat58) |
Managed land area expansion | \(10^6 ha\) | x | |
v58_manLandRed (j, manPeat58) |
Managed land area reduction | \(10^6 ha\) | x | |
v58_peatland (j, land58) |
Peatland area | \(10^6 ha\) | x | |
v58_peatland_cost_annuity (j, cost58) |
Annuity costs for peatland conversion in the current timestep | \(10^6 USD_{05MER}/yr\) | x | |
v58_peatland_emis (j, land58, emis58) |
Detailed GHG peatland GHG emissions | \(Tg/yr\) | x | |
v58_peatlandChange (j, land58) |
Peatland area change | \(10^6 ha\) | x |
description | |
---|---|
cell(i, j) | number of LPJ cells per region i |
clcl | climate classification types |
clcl_mapping(clcl, clcl58) | Mapping between detailed and simple climate classes |
clcl58 | simple climate classes |
cost58 | annunity cost categories |
ct(t) | Current time period |
drained58(land58) | Drained peatland categories |
emis_source | Emission sources |
emis58 | Wetland emission types |
emisSub58_to_poll58(emisSub58, poll58) | Mapping |
emisSub58(emis58) | Wetland emission types |
factors | factors included in factor requirements |
i | all economic regions |
i2(i) | World regions (dynamic set) |
j | number of LPJ cells |
j2(j) | Spatial Clusters (dynamic set) |
land | Land pools |
land58 | Peatland categories |
manPeat58(land58) | Drained and managed peatland categories |
poll58(pollutants) | Wetland emissions that can be taxed |
pollutants(pollutants_all) | subset of pollutants_all that can be taxed |
t_all(t_ext) | 5-year time periods |
t(t_all) | Simulated time periods |
type | GAMS variable attribute used for the output |
type32 | plantation type |
Florian Humpenöder, Debbora Leip
10_land, 11_costs, 12_interest_rate, 32_forestry, 45_climate, 56_ghg_policy