MAgPIE - An Open Source land-use modeling framework

4.8.2

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Land conservation (22_land_conservation)

Description

The land conservation (land_conservation) module initialises land under legal protection for all land types, and provides future options for land conservation based on conservation priority areas. Based on the land area of the different land-use types (pcm_land) from the previous time step, this module also calculates restoration requirements to fulfil land conservation targets. Both the information on the protection of remaining land areas as well as information on restoration is transferred to the other land modules via the interface pm_land_conservation.

Interfaces

Interfaces to other modules

Input

module inputs (A: area_based_apr22)
  Description Unit A
fm_land_iso
(t_ini10, iso, land)
Land area for different land pools at ISO level \(10^6 ha\) x
pcm_land
(j, land)
Land area in previous time step including possible changes after optimization \(10^6 ha\) x
sm_fix_SSP2 year until which all parameters are fixed to SSP2 values \(year\) x
vm_land
(j, land)
Land area of the different land types \(10^6 ha\) x
vm_treecover
(j)
Cropland tree cover \(10^6 ha\) x

Output

module outputs
  Description Unit
pm_land_conservation
(t, j, land, consv_type)
Land protection and restoration for all land types \(10^6 ha\)

Realizations

(A) area_based_apr22

The realization initialises land stocks reserved for land conservation across grassland, forest and other land pools. Land reserved for area-based conservation is derived from WDPA and is based on observed land conservation trends. In 1995, the total area under land conservation (across all land types) in the input data set is 864.31 Mha and, by 5-year time steps, increases to 1662.02 Mha in 2020 (13.06 % of the total land area, excluding inland water bodies under protection). After 2020 land conservation is held constant at 2020 values. The protected area based on WDPA includes all areas under legal protection meeting the IUCN and CBD protected area definitions (including IUCN categories Ia, Ib, III, IV, V, VI and ‘not assigned’ but legally designated areas). Natural vegetation (natveg) and grassland (‘past’) within protected areas cannot be converted to other land types. On top of the WDPA baseline protection, there are future options to protect different conservation priority areas such as biodiversity hotspots (BH), centers of plant diversity (CBD), Intact Forest Landscapes (IFL) and last of the wild (LW), taken from Brooks et al. (2006). Future land conservation is distributed proportionally across natural vegetation types (primary forest, secondary forest and other natural land).

Limitations Land cover in the WDPA baseline data is estimated based on ESA-CCI land-use/land-cover maps from 1995 to 2020, while land pools in MAgPIE are intialised based on LUH2v2 data (forest areas are additionally harmonised with FAO data). This leads to slight mismatches in some areas.

Definitions

Objects

module-internal objects (A: area_based_apr22)
  Description Unit A
f22_consv_prio
(j, consv_prio22, land)
Conservation priority areas \(10^6 ha\) x
f22_wdpa_baseline
(t_all, j, wdpa_cat22, land)
Initial protected area as derived from WDPA until 2020 \(10^6 ha\) x
i22_land_iso
(iso)
Total land area at ISO level \(10^6 ha\) x
p22_add_consv
(t, j, consv22_all, land)
Additional land conservation in conservation priority areas \(10^6 ha\) x
p22_conservation_area
(t, j, land)
Total land conservation area for all land types \(10^6 ha\) x
p22_conservation_fader
(t_all)
Land conservation fader \(1\) x
p22_country_dummy
(iso)
Dummy parameter indicating whether country is affected by selected land conservation policy \(1\) x
p22_country_weight
(i)
Land conservation country weight per region \(1\) x
p22_other_restore_pot
(t, j)
Potential other land restoration area \(10^6 ha\) x
p22_past_restore_pot
(t, j)
Potential pasture restoration area \(10^6 ha\) x
p22_secdforest_restore_pot
(t, j)
Potential secondary forest restoration area \(10^6 ha\) x
p22_wdpa_baseline
(t, j, base22, land)
Baseline protection \(10^6 ha\) x
s22_conservation_start Land conservation start year x
s22_conservation_target Land conservation target year x
s22_restore_land If land restoration is allowed \(0=no 1=yes\) x
s22_shift number of 5-year age-classes corresponding to current time step length \(1\) x

Sets

sets in use
  description
age Population age groups
base22 All baseline protection options
cell(i, j) number of LPJ cells per region i
consv_prio22(consv22_all) Conservation priority areas
consv_type Type of land conservation
consv22_all All conservation options
i all economic regions
i_to_iso(i, iso) mapping regions to iso countries
iso list of iso countries
j number of LPJ cells
land Land pools
land_natveg(land_timber) Natural vegetation land pools
land_timber(land) land from which timber can be taken away
policy_countries22(iso) countries to be affected by land conservation policy
t_all(t_ext) 5-year time periods
t_ini10 Time periods with land initialization data
t(t_all) Simulated time periods
wdpa_cat22(base22) Protected area categories

Authors

Patrick v. Jeetze

See Also

09_drivers, 10_land, 22_land_conservation, 29_cropland, 31_past, 32_forestry, 35_natveg

References

Brooks, T. M., R. A. Mittermeier, G. A. B. da Fonseca, J. Gerlach, M. Hoffmann, J. F. Lamoreux, C. G. Mittermeier, J. D. Pilgrim, and A. S. L. Rodrigues. 2006. “Global Biodiversity Conservation Priorities.” Science 313 (5783): 58–61. https://doi.org/10.1126/science.1127609.