crop_functional_types - PIK-LPJmL/LPJmL GitHub Wiki
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In LPJmL 13 different crop functional types (CFTs) can be simulated (1-13) including a group of other annual and perennial crops. The physical cropping area of each of them together with the physical area of managed grasslands and bio-energy trees and grass (latter two currently set to zero) can be prescribed in LPJmL simulations using the land-use input file[^1].
The following list provides the name of each crop functional type as in LPJmL, in brackets the crops contained in this group (cultivated area according to land-use input file) and after the semicolon the name of the representative crop which defines the crop parameters used to simulate crop growth and development.
- Temperate cereals (wheat, rye, barley; wheat)
- Rice (paddy rice; rice)
- Maize (maize for food; maize)
- Tropical cereals (millet, sorghum; millet)
- Pulses (pulses; field peas)
- Temperate roots (sugar beet; sugar beet)
- Tropical roots (cassava; cassava)
- Sunflower (sunflower; sunflower)
- Soybean (soybean; soybean)
- Groundnuts (groundnuts; groundnuts)
- Rapeseed (rapeseed; rapeseed)
- Sugarcane (sugarcane: sugarcane)
- others (potatoes, oil palm, citrus, date palm, grapes/vine, cotton, cocoa, coffee, other perennial crops, other annual crops; managed grassland)
- managed grasslands (pastures; managed grasslands)
- bio-energy grass
- bio-energy tree
The cropping area for each of the CFTs are taken from MIRCA2000[^2] which is partly a product of the crop-specific area[^3]. Monfreda et al. defined 175 crops and this number was reduced to 26 in MIRCA2000. Therefore e. g. the group pulses consist of 11 individual crops.
MIRCA2000, Monfreda et al. 2008 and also e.g. FAOStat reports harvested areas while in LPJmL physical/sowing area is prescribed. Multiple cropping areas are largely neglected in the land-use input file because crop area cannot exceed grid cell area in LPJmL simulations.
Table 1: Crop Specific Harvested Area Around the Year 2000 (Table 4 in
Portmann et al. 2010).
Total, rainfed, and irrigated harvested crop area as area (km²) and as
percentage of total harvested area (%). Energy content from the FAO
Food Balance Sheet
Handbook
Dry matter content from Wirsenius 2000 (available at
/p/projects/landuse/useful_papers/wirsenius_2000_human_use_of_land_and_organic_materials_phd_thesis.pdf
appendix table A1.II (page 272 ff, note that the table here only
contains values for currently implemented
crops)
Crop Name | Total Area Harvested | Rainfed Area Harvested | Irrigated Area Harvested | Percentage Irrigated | Energy content (kcal/kg “as purchased”) | Dry matter content [%] |
Wheat | 2,145,606 | 1,479,284 | 666,322 | 31.1 | 3340 | 88 |
Maize | 1,515,227 | 1,216,220 | 299,007 | 19.7 | 3560 | 88 |
Rice | 1,657,216 | 626,018 | 1,031,197 | 62.2 | 2800 | 87 |
Barley | 551,268 | 504,810 | 46,458 | 8.4 | NA | NA |
Rye | 103,999 | 99,576 | 4,423 | 4.3 | NA | NA |
Millet | 336,386 | 318,949 | 17,437 | 5.2 | 3400 | 88 |
Sorghum | 401,519 | 367,154 | 34,366 | 8.6 | NA | NA |
Soybeans | 748,108 | 687,782 | 60,327 | 8.1 | 3350 | 91 |
Sunflower | 207,578 | 194,891 | 12,687 | 6.1 | 3080 | 93 |
Potatoes | 197,086 | 159,631 | 37,455 | 19.0 | 670 | NA |
Cassava | 154,536 | 154,424 | 112 | 0.1 | 1090 | 35 |
Sugarcane | 209,460 | 107,570 | 101,890 | 48.6 | 300 | 27 |
Sugar beet | 61,932 | 46,192 | 15,740 | 25.4 | 700 | 24 |
Oil palm | 96,514 | 96,404 | 110 | 0.1 | NA | NA |
Rapeseed | 246,359 | 212,321 | 34,038 | 13.8 | 4940 | 92 |
Groundnuts | 227,207 | 190,449 | 36,758 | 16.2 | 4140 | 94 |
Pulses | 671,202 | 616,644 | 54,558 | 8.1 | 3460 | 90 |
Citrus | 74,820 | 39,194 | 35,627 | 47.6 | NA | NA |
Date palm | 9,184 | 1,950 | 7,234 | 78.8 | NA | NA |
Grapes | 71,417 | 54,150 | 17,267 | 24.2 | NA | NA |
Cotton | 331,516 | 168,994 | 162,522 | 49.0 | NA | NA |
Cocoa | 67,538 | 67,413 | 125 | 0.2 | NA | NA |
Coffee | 101,622 | 99,883 | 1,739 | 1.7 | NA | NA |
Other perennial | 731,402 | 602,872 | 128,530 | 17.6 | NA | NA |
Fodder grasses | 1,046,725 | 929,885 | 116,840 | 11.2 | NA | NA |
Other annual | 1,087,904 | 886,517 | 201,387 | 18.5 | NA | NA |
Total | 13,053,334 | 9,929,175 | 3,124,159 | 23.9 |
Please note that these values are not necessarily the same as in the land-use input file used in LPJmL as this rather contains the physical crop area and not the harvested crop area like here in Table 1.
https://github.com/PIK-LPJmL/LPJmL/blob/master/par/pft.par
[^1]: Fader, M., Rost, S., Müller, C., Bondeau, A.,Gerten, D., 2010. Virtual water content of temperate cereals and maize: Present and potential future patterns. Journal of Hydrology. 384, 218-231.
[^2]: Portmann, F.T., Siebert, S.,Döll, P., 2010. MIRCA2000 - Global monthly irrigated and rainfed crop areas around the year 2000: A new high-resolution data set for agricultural and hydrological modeling. Global Biogeochemical Cycles. 24, 1-24.
[^3]: Monfreda, C., Ramankutty, N.,Foley, J.A., 2008. Farming the planet: 2. Geographic distribution of crop areas, yields, physiological types, and net primary production in the year 2000. Global Biogeochemical Cycles. 22, -.