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Steinwandter, Michael; Jäger, Stefanie; Schlick-Steiner, Birgit C; Steiner, Florian M; Seeber, Julia (2019): Raw data from: Low-quality dwarf-shrub litter negatively affects the fitness of Alpine earthworms (Lumbricus rubellus Hoffmeister, 1843; Oligochaeta: Lumbricidae) [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.900926, Supplement to: Steinwandter, M et al. (2019): Low-quality dwarf-shrub litter negatively affects the fitness of Alpine earthworms (Lumbricus rubellus Hoffmeister, 1843; Oligochaeta: Lumbricidae). Applied Soil Ecology, 139, 79-84, https://doi.org/10.1016/j.apsoil.2019.03.013

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Abstract:
Alpine pastureland is increasingly abandoned, leading to shrub encroachment and to the accumulation of low-quality litter. Alpine key decomposers such as earthworms were found to feed on both low- and high-quality litter, but little is known how this might affect their life history traits. To fill this gap of knowledge, we conducted a laboratory experiment with the widespread earthworm species Lumbricus rubellus Hoffmeister, 1843. Hatchlings were provided with either of three aged litter types: grass and forb leaf litter as high-quality food sources and dwarf shrub leaves as low-quality food source. A control group was fed with aged cow dung. Biomass, days until (pre-)maturity, mortality, and reproduction rate were measured regularly to assess the impacts of food quality on earthworm development. We found pronounced impacts of food source quality on the fitness of L. rubellus. The low-quality litter led to significantly delayed development of up to 53 days, the lowest mean biomass (720 mg after 32 weeks) as well as a 50% drop of produced cocoons compared with the high-quality litter. However, the F2 generation showed the highest hatchling success in the shrub treatment. We conclude that the increased consumption of low-quality dwarf shrub litter led to negative effects on the development and reproduction of L. rubellus. Overall, this might be the main reason for declining earthworm densities in abandoned Alpine pasture soils, even though the biomass of the second generation was not significantly affected possibly due to a phenotypic variability in reproduction strategy. However, the decrease of such important decomposers and ecosystem engineers can have far reaching consequences for ecosystem processes such as litter accumulation and bioturbation and thus for the stability of Alpine soil ecosystems.
Keyword(s):
Cocoon production; Life history traits; Maturity; Survival rate
Coverage:
Latitude: 47.126000 * Longitude: 11.290900
Minimum Elevation: 2000.0 m * Maximum Elevation: 2000.0 m
Event(s):
Kaserstattalm * Latitude: 47.126000 * Longitude: 11.290900 * Elevation: 2000.0 m * Location: Tyrolian Alps, Austria * Method/Device: Multiple investigations (MULT) * Comment: Alpine Long-Term Ecological Research (LTER) area "Kaserstattalm" (Central Alps, Tyrol, Austria; site code LTER_EU_AT_015)
Parameter(s):
#NameShort NameUnitPrincipal InvestigatorMethod/DeviceComment
Sample IDSample IDSteinwandter, Michael
DescriptionDescriptionSteinwandter, MichaelGeneration
TreatmentTreatSteinwandter, MichaelCONTROL (aged cow dung), SHRUB_Vv (Vaccinium vitis-idaea), GRASS_Dg (Dactlyis glomerata), FORB_Gs (Geranium sylvaticum)
TraitTraitSteinwandter, MichaelLife-history trait
UnitUnitSteinwandter, Michael
Experiment weekExp weekSteinwandter, MichaelWeek 0
Experiment weekExp weekSteinwandter, MichaelWeek 1
Experiment weekExp weekSteinwandter, MichaelWeek 2
Experiment weekExp weekSteinwandter, MichaelWeek 3
10 Experiment weekExp weekSteinwandter, MichaelWeek 4
11 Experiment weekExp weekSteinwandter, MichaelWeek 6
12 Experiment weekExp weekSteinwandter, MichaelWeek 8
13 Experiment weekExp weekSteinwandter, MichaelWeek 10
14 Experiment weekExp weekSteinwandter, MichaelWeek 12
15 Experiment weekExp weekSteinwandter, MichaelWeek 14
16 Experiment weekExp weekSteinwandter, MichaelWeek 16
17 Experiment weekExp weekSteinwandter, MichaelWeek 18
18 Experiment weekExp weekSteinwandter, MichaelWeek 20
19 Experiment weekExp weekSteinwandter, MichaelWeek 22
20 Experiment weekExp weekSteinwandter, MichaelWeek 24
21 Experiment weekExp weekSteinwandter, MichaelWeek 26
22 Experiment weekExp weekSteinwandter, MichaelWeek 28
23 Experiment weekExp weekSteinwandter, MichaelWeek 30
24 Experiment weekExp weekSteinwandter, MichaelWeek 32
25 Experiment weekExp weekSteinwandter, MichaelWeek 34
26 Experiment weekExp weekSteinwandter, MichaelWeek 36
27 Experiment weekExp weekSteinwandter, MichaelWeek 38
28 Experiment weekExp weekSteinwandter, MichaelWeek 40
29 Experiment weekExp weekSteinwandter, MichaelWeek 42
30 Experiment weekExp weekSteinwandter, MichaelWeek 44
Size:
3192 data points

Data

Download dataset as tab-delimited text — use the following character encoding:


Sample ID

Description
(Generation)

Treat
(CONTROL (aged cow dung), SHRU...)

Trait
(Life-history trait)

Unit

Exp week
(Week 0)

Exp week
(Week 1)

Exp week
(Week 2)

Exp week
(Week 3)
10 
Exp week
(Week 4)
11 
Exp week
(Week 6)
12 
Exp week
(Week 8)
13 
Exp week
(Week 10)
14 
Exp week
(Week 12)
15 
Exp week
(Week 14)
16 
Exp week
(Week 16)
17 
Exp week
(Week 18)
18 
Exp week
(Week 20)
19 
Exp week
(Week 22)
20 
Exp week
(Week 24)
21 
Exp week
(Week 26)
22 
Exp week
(Week 28)
23 
Exp week
(Week 30)
24 
Exp week
(Week 32)
25 
Exp week
(Week 34)
26 
Exp week
(Week 36)
27 
Exp week
(Week 38)
28 
Exp week
(Week 40)
29 
Exp week
(Week 42)
30 
Exp week
(Week 44)
F1_LR_c_01F1CONTROLbiomassmg12.1815.5514.3320.0236.3987.41176.53327.95518.21713.73775.54848.491016.11091.521206.091389.021272.921436.551557.7
F1_LR_c_02F1CONTROLbiomassmg10.2913.0411.6922.8730.5758.31129.43252.74354.95515.35620.9858.8
F1_LR_c_03F1CONTROLbiomassmg9.9216.0824.636.0952.0274.43119.16249.28424.51569.23770.07813.87917.91169.241281.031509.451469.161536.481683.551597.141331.02
F1_LR_c_04F1CONTROLbiomassmg10.7221.3830.2674.18170.54353.58576.27746.08898.311018.581177.49
F1_LR_c_05F1CONTROLbiomassmg11.1924.2443.3986.04153.66231.72353.68542.64749.65841.711019.17
F1_LR_c_06F1CONTROLbiomassmg10.2415.7432.3165.73137.39254.33410.58655.98846.07941.321003.62
F1_LR_c_07F1CONTROLbiomassmg12.9526.2545.2476.61131.98276.84486.25725.14885.12978.051140.841175.411277.781521.321522.231805.482012.82129.432141.422139.7
F1_LR_c_08F1CONTROLbiomassmg11.1825.0836.6990.69220.21452.2636.9799.89911.861008.31285.681391.881447.411621.71819.941936.042091.042237.03
F1_LR_c_09F1CONTROLbiomassmg8.8827.3861.98106.79194.67267.4411.38573.99722.55817.67974.371202.831433.531444.631585.611503.581629.751672.321895.67
F1_LR_c_10F1CONTROLbiomassmg9.9718.5427.2542.3465.8141.04293.34483.72691.33942.05
F1_LR_c_11F1CONTROLbiomassmg16.1820.2726.4423.7226.627.2550.91113.79165.33228.08396.17575.19645.7847.65938.161034.391160.541112.7
F1_LR_c_12F1CONTROLbiomassmg12.8619.734.9554.73108.53185.71313.31496.51648.79756.8860.14975.711041.23
F1_LR_s_01F1SHRUB_Vvbiomassmg14.426.8567.92140.06270.35472.12517.51535.41602.57685.9733.571098.681271.291416.671436.981530.811741.731774.87
F1_LR_s_02F1SHRUB_Vvbiomassmg11.2413.1111.1814.3417.4622.865.93165.95295.7423.38561.63811.41043.591183.471227.911324.311309.361500.791421.931407.08
F1_LR_s_03F1SHRUB_Vvbiomassmg7.7314.0916.0733.7542.41102.72216.34403483.97555.92665.64894.971079.451292.271390.261477.241597.51625.111741.88
F1_LR_s_04F1SHRUB_Vvbiomassmg7.568.666.910.9820.3744.7390.09167.38260.19355.98454.52552.34740.75838.04961.471054.07987.221145.091223.22
F1_LR_s_05F1SHRUB_Vvbiomassmg8.7219.6838.2562.13120.3217.27255.56208.31278.7309.66378.15495.68713.82827.47998.671084.031114.461305.081275.371231.14
F1_LR_s_06F1SHRUB_Vvbiomassmg5.058.7320.234.2177.15139.13233.54320.29369.13450.5512.46719.71852.3865.3913.111104.141444.31206.531398.181299.251237.221322.631364.98
F1_LR_s_07F1SHRUB_Vvbiomassmg13.1122.1138.2879.9156.99221.79269.05293.45412.18438.45550.6631.58601.93622.82749.11872.421108.391179.291065.631084.31139.551100.361181.02
F1_LR_s_08F1SHRUB_Vvbiomassmg11.9118.8730.0650.37106.43200.78335.95433.08527.5681.36913.731273.721353.451305.681565.481629.471563.781760.76
F1_LR_s_10F1SHRUB_Vvbiomassmg7.3518.6326.5353.05111.38214.96356.72443.92501.18628.97825.28971.261083.751241.461366.941563.431679.49
F1_LR_s_11F1SHRUB_Vvbiomassmg9.2912.7218.9821.8526.8950.74112.39143.03206.85274.3309464.46551.37606.28742.23834.43860.03851.82874.66990.55
F1_LR_g_01F1GRASS_Dgbiomassmg8.1120.830.5856.29120.65320.04544.62755.331073.281147.841386.551707.64
F1_LR_g_03F1GRASS_Dgbiomassmg10.5324.8924.745.63117.73251.6386.98762.181033.381260.441483.1
F1_LR_g_05F1GRASS_Dgbiomassmg10.7123.4131.1932.164.68145.19293.63551.52678.78875980.881215.851414.91515.271491.451701.061722.021962.352152.332363.12
F1_LR_g_06F1GRASS_Dgbiomassmg9.4918.8743.91100.46255.48579.24852.52783.38831.1877.86976.431469.821607.292303.442330.662488.132704.572957.252890.613030.51
F1_LR_g_07F1GRASS_Dgbiomassmg12.124.1842.54118.41287.63545.42768.04971.021111.331311.52
F1_LR_g_08F1GRASS_Dgbiomassmg11.9520.146.59119.01272.43518.64789.89984.71340.351296.65
F1_LR_g_09F1GRASS_Dgbiomassmg11.8829.5178.21215.08428.82700.19856.911082.161307.41317.41
F1_LR_g_10F1GRASS_Dgbiomassmg7.7821.6926.2764.65250.18576.81751.07884.85936.211098.111330.051501.061531.11770.731925.451980.852147.412216.952383.01
F1_LR_g_11F1GRASS_Dgbiomassmg14.134269.87158.15221.8249.45281.01351.65666.68681.31913.331218.151532.791588.551676.052152.69
F1_LR_g_12F1GRASS_Dgbiomassmg7.1218.721.6537.82117.54315.3541.8495.95692.5713.89740.74781.551019.26
F1_LR_f_01F1FORB_Gsbiomassmg11.9322.0625.1729.123.2371.13155.27300.95437.54603.3747.54961.41248.891526.8
F1_LR_f_02F1FORB_Gsbiomassmg11.1534.835.3257.95145.08327.67409.67553.43753.061040.231289.331514.7
F1_LR_f_03F1FORB_Gsbiomassmg12.0331.0352.83110.94251.51458.45565.51762.29968.871042.561157.63
F1_LR_f_04F1FORB_Gsbiomassmg12.3236.5250.5163.8477.18183.52345.85476.7758.05828.851092.35
F1_LR_f_05F1FORB_Gsbiomassmg14.2138.5686.98226.78351.77527.85699.89827.43834.341094.531429.31604.351843.61944.662158.92144.22367.371913.082074.33
F1_LR_f_06F1FORB_Gsbiomassmg12.1825.4177.83165.62317.81590.77814.13979.311229.211292.5
F1_LR_f_07F1FORB_Gsbiomassmg7.6321.1887.08261.82474.92568.96867.43948.21354.441599.581549.61679.611837.611926.322160.822225.842083.89
F1_LR_f_08F1FORB_Gsbiomassmg14.3343.385.01187.66378.4493.04636.04807.57932.581101.651387.031506.321616.751772.681714.69
F1_LR_f_09F1FORB_Gsbiomassmg9.133.7358.36153.54351.83532.03704.29927.961085.431423.41512.131661.211954.51874.951962.85
F1_LR_f_10F1FORB_Gsbiomassmg10.4532.0493.4174.16322.35582.21801.61977.31081.191226.71382.171834.731828.671889.39
F1_LR_f_11F1FORB_Gsbiomassmg13.7527.9370.82143.51234.87437.87601.37667.02801.691016.531196.481356.521431.61431.461589.71653.031928.761850.7
F1_LR_f_12F1FORB_Gsbiomassmg14.2338.34117.27279.66434.64567.26711.66845.74993.911172.391319.171594.521906.76
F1_LR_c_IF1CONTROLcocoon production#/week322162028
F1_LR_c_IIF1CONTROLcocoon production#/week129182327
F1_LR_s_IF1SHRUB_Vvcocoon production#/week3912818
F1_LR_s_IIF1SHRUB_Vvcocoon production#/week511191319
F1_LR_g_IF1GRASS_Dgcocoon production#/week517403316
F1_LR_g_IIF1GRASS_Dgcocoon production#/week331222923
F1_LR_f_IF1FORB_Gscocoon production#/week1042182638
F1_LR_f_IIF1FORB_Gscocoon production#/week725382927
F2_LR_c_I_01F2CONTROLbiomassmg4.45
F2_LR_c_I_02F2CONTROLbiomassmg9.75
F2_LR_c_I_03F2CONTROLbiomassmg9.78
F2_LR_c_I_04F2CONTROLbiomassmg9.18
F2_LR_c_I_05F2CONTROLbiomassmg6.34
F2_LR_c_I_06F2CONTROLbiomassmg4.14
F2_LR_c_I_07F2CONTROLbiomassmg9.84
F2_LR_c_I_08F2CONTROLbiomassmg9.4
F2_LR_c_I_09F2CONTROLbiomassmg10.14
F2_LR_c_I_10F2CONTROLbiomassmg9.4
F2_LR_c_I_11F2CONTROLbiomassmg11.16
F2_LR_c_I_12F2CONTROLbiomassmg9.3
F2_LR_c_I_13F2CONTROLbiomassmg12.55
F2_LR_c_II_01F2CONTROLbiomassmg12.08
F2_LR_c_II_02F2CONTROLbiomassmg9.53
F2_LR_c_II_03F2CONTROLbiomassmg11.93
F2_LR_c_II_04F2CONTROLbiomassmg12.23
F2_LR_c_II_05F2CONTROLbiomassmg10.71
F2_LR_c_II_06F2CONTROLbiomassmg10.95
F2_LR_c_II_07F2CONTROLbiomassmg8.08
F2_LR_c_II_08F2CONTROLbiomassmg9.68
F2_LR_c_II_09F2CONTROLbiomassmg7.63
F2_LR_c_II_10F2CONTROLbiomassmg11.5
F2_LR_c_II_11F2CONTROLbiomassmg12.5
F2_LR_c_II_12F2CONTROLbiomassmg11.88
F2_LR_c_II_13F2CONTROLbiomassmg8.94
F2_LR_c_II_14F2CONTROLbiomassmg7.7
F2_LR_c_II_15F2CONTROLbiomassmg12.47
F2_LR_c_II_16F2CONTROLbiomassmg10.32
F2_LR_c_II_17F2CONTROLbiomassmg6.79
F2_LR_c_II_18F2CONTROLbiomassmg9.43
F2_LR_c_II_19F2CONTROLbiomassmg8.96
F2_LR_c_II_20F2CONTROLbiomassmg8.93
F2_LR_c_II_21F2CONTROLbiomassmg7.79
F2_LR_c_II_22F2CONTROLbiomassmg8.51
F2_LR_c_II_23F2CONTROLbiomassmg7.5
F2_LR_c_II_24F2CONTROLbiomassmg9.54
F2_LR_c_II_25F2CONTROLbiomassmg8.83
F2_LR_c_II_26F2CONTROLbiomassmg9.33
F2_LR_c_II_27F2CONTROLbiomassmg10.29
F2_LR_c_II_28F2CONTROLbiomassmg10.53
F2_LR_c_II_29F2CONTROLbiomassmg15.78
F2_LR_c_II_30F2CONTROLbiomassmg14.23
F2_LR_c_II_31F2CONTROLbiomassmg12.29
F2_LR_c_II_32F2CONTROLbiomassmg8.98
F2_LR_c_II_33F2CONTROLbiomassmg7.38
F2_LR_c_II_34F2CONTROLbiomassmg6.99
F2_LR_c_II_35F2CONTROLbiomassmg7.97
F2_LR_c_II_36F2CONTROLbiomassmg11.4
F2_LR_c_II_37F2CONTROLbiomassmg9.02
F2_LR_c_II_38F2CONTROLbiomassmg8.41
F2_LR_c_II_39F2CONTROLbiomassmg11.16
F2_LR_c_II_40F2CONTROLbiomassmg12.87
F2_LR_c_II_41F2CONTROLbiomassmg8.84
F2_LR_c_II_42F2CONTROLbiomassmg9.49
F2_LR_c_II_43F2CONTROLbiomassmg11.9
F2_LR_c_II_44F2CONTROLbiomassmg9.61
F2_LR_c_II_45F2CONTROLbiomassmg12.33
F2_LR_c_II_46F2CONTROLbiomassmg12.85
F2_LR_c_II_47F2CONTROLbiomassmg10.51
F2_LR_c_II_48F2CONTROLbiomassmg7.77
F2_LR_c_II_49F2CONTROLbiomassmg10.6
F2_LR_c_II_50F2CONTROLbiomassmg9.93
F2_LR_c_II_51F2CONTROLbiomassmg6.8
F2_LR_c_II_52F2CONTROLbiomassmg7.99
F2_LR_c_II_53F2CONTROLbiomassmg3.93
F2_LR_c_II_54F2CONTROLbiomassmg8.81
F2_LR_c_II_55F2CONTROLbiomassmg7.01
F2_LR_s_I_01F2SHRUB_Vvbiomassmg8.12
F2_LR_s_I_02F2SHRUB_Vvbiomassmg9.18
F2_LR_s_I_03F2SHRUB_Vvbiomassmg10.27
F2_LR_s_I_04F2SHRUB_Vvbiomassmg8.98
F2_LR_s_I_05F2SHRUB_Vvbiomassmg8.64
F2_LR_s_I_06F2SHRUB_Vvbiomassmg6.03
F2_LR_s_I_07F2SHRUB_Vvbiomassmg9.27
F2_LR_s_I_08F2SHRUB_Vvbiomassmg11.17
F2_LR_s_I_09F2SHRUB_Vvbiomassmg3.04
F2_LR_s_I_10F2SHRUB_Vvbiomassmg10.11
F2_LR_s_I_11F2SHRUB_Vvbiomassmg8.2
F2_LR_s_I_12F2SHRUB_Vvbiomassmg8.77
F2_LR_s_I_13F2SHRUB_Vvbiomassmg10.56
F2_LR_s_I_14F2SHRUB_Vvbiomassmg10.79
F2_LR_s_I_15F2SHRUB_Vvbiomassmg2.91
F2_LR_s_I_16F2SHRUB_Vvbiomassmg5.29
F2_LR_s_I_17F2SHRUB_Vvbiomassmg9.63
F2_LR_s_I_18F2SHRUB_Vvbiomassmg5.6
F2_LR_s_I_19F2SHRUB_Vvbiomassmg4.76
F2_LR_s_I_20F2SHRUB_Vvbiomassmg8.96
F2_LR_s_I_21F2SHRUB_Vvbiomassmg11.76
F2_LR_s_I_22F2SHRUB_Vvbiomassmg12.78
F2_LR_s_I_23F2SHRUB_Vvbiomassmg15.02
F2_LR_s_I_24F2SHRUB_Vvbiomassmg10.83
F2_LR_s_I_25F2SHRUB_Vvbiomassmg10.53
F2_LR_s_I_26F2SHRUB_Vvbiomassmg9.29
F2_LR_s_I_27F2SHRUB_Vvbiomassmg10.14
F2_LR_s_I_28F2SHRUB_Vvbiomassmg9.58
F2_LR_s_I_29F2SHRUB_Vvbiomassmg11.54
F2_LR_s_I_30F2SHRUB_Vvbiomassmg5.34
F2_LR_s_I_31F2SHRUB_Vvbiomassmg13.2
F2_LR_s_I_32F2SHRUB_Vvbiomassmg10.62
F2_LR_s_I_33F2SHRUB_Vvbiomassmg10.23
F2_LR_s_I_34F2SHRUB_Vvbiomassmg11.09
F2_LR_s_I_35F2SHRUB_Vvbiomassmg8.49
F2_LR_s_I_36F2SHRUB_Vvbiomassmg12.11
F2_LR_s_I_37F2SHRUB_Vvbiomassmg9.98
F2_LR_s_I_38F2SHRUB_Vvbiomassmg10.19
F2_LR_s_I_39F2SHRUB_Vvbiomassmg7.45
F2_LR_s_I_40F2SHRUB_Vvbiomassmg11.5
F2_LR_s_I_41F2SHRUB_Vvbiomassmg10.9
F2_LR_s_I_42F2SHRUB_Vvbiomassmg8.34
F2_LR_s_I_43F2SHRUB_Vvbiomassmg8.58
F2_LR_s_II_01F2SHRUB_Vvbiomassmg9.91
F2_LR_s_II_02F2SHRUB_Vvbiomassmg7.06
F2_LR_s_II_03F2SHRUB_Vvbiomassmg7.65
F2_LR_s_II_04F2SHRUB_Vvbiomassmg10.41
F2_LR_s_II_05F2SHRUB_Vvbiomassmg6.85
F2_LR_s_II_06F2SHRUB_Vvbiomassmg10.37
F2_LR_s_II_07F2SHRUB_Vvbiomassmg8.71
F2_LR_s_II_08F2SHRUB_Vvbiomassmg9.62
F2_LR_s_II_09F2SHRUB_Vvbiomassmg9.63
F2_LR_s_II_10F2SHRUB_Vvbiomassmg9.18
F2_LR_s_II_11F2SHRUB_Vvbiomassmg11.69
F2_LR_s_II_12F2SHRUB_Vvbiomassmg8.79
F2_LR_s_II_13F2SHRUB_Vvbiomassmg9.39
F2_LR_s_II_14F2SHRUB_Vvbiomassmg10.54
F2_LR_s_II_15F2SHRUB_Vvbiomassmg9.9
F2_LR_s_II_16F2SHRUB_Vvbiomassmg10.25
F2_LR_s_II_17F2SHRUB_Vvbiomassmg8.71
F2_LR_s_II_18F2SHRUB_Vvbiomassmg9.15
F2_LR_s_II_19F2SHRUB_Vvbiomassmg8.93
F2_LR_s_II_20F2SHRUB_Vvbiomassmg7.32
F2_LR_s_II_21F2SHRUB_Vvbiomassmg9.17
F2_LR_s_II_22F2SHRUB_Vvbiomassmg8.26
F2_LR_s_II_23F2SHRUB_Vvbiomassmg7.87
F2_LR_s_II_24F2SHRUB_Vvbiomassmg9.41
F2_LR_s_II_25F2SHRUB_Vvbiomassmg9.29
F2_LR_s_II_26F2SHRUB_Vvbiomassmg8.56
F2_LR_s_II_27F2SHRUB_Vvbiomassmg11
F2_LR_s_II_28F2SHRUB_Vvbiomassmg9.44
F2_LR_s_II_29F2SHRUB_Vvbiomassmg11.08
F2_LR_s_II_30F2SHRUB_Vvbiomassmg7.26
F2_LR_g_I_01F2GRASS_Dgbiomassmg4.88
F2_LR_g_I_02F2GRASS_Dgbiomassmg9.72
F2_LR_g_I_03F2GRASS_Dgbiomassmg7.84
F2_LR_g_I_04F2GRASS_Dgbiomassmg7.98
F2_LR_g_I_05F2GRASS_Dgbiomassmg10.34
F2_LR_g_I_06F2GRASS_Dgbiomassmg12.28
F2_LR_g_I_07F2GRASS_Dgbiomassmg8.39
F2_LR_g_I_08F2GRASS_Dgbiomassmg10.89
F2_LR_g_I_09F2GRASS_Dgbiomassmg9.3
F2_LR_g_I_10F2GRASS_Dgbiomassmg8.49
F2_LR_g_I_11F2GRASS_Dgbiomassmg10.44
F2_LR_g_I_12F2GRASS_Dgbiomassmg11.28
F2_LR_g_I_13F2GRASS_Dgbiomassmg7.58
F2_LR_g_I_14F2GRASS_Dgbiomassmg5.85
F2_LR_g_I_15F2GRASS_Dgbiomassmg6.3
F2_LR_g_I_16F2GRASS_Dgbiomassmg9.39
F2_LR_g_I_17F2GRASS_Dgbiomassmg8.3
F2_LR_g_I_18F2GRASS_Dgbiomassmg7.13
F2_LR_g_I_19F2GRASS_Dgbiomassmg5.72
F2_LR_g_I_20F2GRASS_Dgbiomassmg7.33
F2_LR_g_I_21F2GRASS_Dgbiomassmg7.58
F2_LR_g_I_22F2GRASS_Dgbiomassmg7.91
F2_LR_g_I_23F2GRASS_Dgbiomassmg9.49
F2_LR_g_I_24F2GRASS_Dgbiomassmg7.42
F2_LR_g_II_01F2GRASS_Dgbiomassmg5.92
F2_LR_g_II_02F2GRASS_Dgbiomassmg10.56
F2_LR_g_II_03F2GRASS_Dgbiomassmg9.76
F2_LR_g_II_04F2GRASS_Dgbiomassmg7.89
F2_LR_g_II_05F2GRASS_Dgbiomassmg7.2
F2_LR_g_II_06F2GRASS_Dgbiomassmg9.16
F2_LR_g_II_07F2GRASS_Dgbiomassmg9.25
F2_LR_g_II_08F2GRASS_Dgbiomassmg4.73
F2_LR_g_II_09F2GRASS_Dgbiomassmg9.64
F2_LR_g_II_10F2GRASS_Dgbiomassmg8.69
F2_LR_g_II_11F2GRASS_Dgbiomassmg6.26
F2_LR_g_II_12F2GRASS_Dgbiomassmg9.72
F2_LR_g_II_13F2GRASS_Dgbiomassmg9.75
F2_LR_g_II_14F2GRASS_Dgbiomassmg4.8
F2_LR_g_II_15F2GRASS_Dgbiomassmg9.12
F2_LR_g_II_16F2GRASS_Dgbiomassmg5.77
F2_LR_g_II_17F2GRASS_Dgbiomassmg10.94
F2_LR_g_II_18F2GRASS_Dgbiomassmg12.31
F2_LR_g_II_19F2GRASS_Dgbiomassmg6.94
F2_LR_g_II_20F2GRASS_Dgbiomassmg10.16
F2_LR_g_II_21F2GRASS_Dgbiomassmg12.67
F2_LR_g_II_22F2GRASS_Dgbiomassmg5.54
F2_LR_g_II_23F2GRASS_Dgbiomassmg11.7
F2_LR_g_II_24F2GRASS_Dgbiomassmg10.4
F2_LR_g_II_25F2GRASS_Dgbiomassmg13.6
F2_LR_g_II_26F2GRASS_Dgbiomassmg5.95
F2_LR_g_II_27F2GRASS_Dgbiomassmg15.26
F2_LR_g_II_28F2GRASS_Dgbiomassmg5.45
F2_LR_g_II_29F2GRASS_Dgbiomassmg8.92
F2_LR_g_II_30F2GRASS_Dgbiomassmg8.17
F2_LR_g_II_31F2GRASS_Dgbiomassmg9.04
F2_LR_g_II_32F2GRASS_Dgbiomassmg9.48
F2_LR_g_II_33F2GRASS_Dgbiomassmg7.54
F2_LR_g_II_34F2GRASS_Dgbiomassmg6.94
F2_LR_g_II_35F2GRASS_Dgbiomassmg13.6
F2_LR_g_II_36F2GRASS_Dgbiomassmg13.46
F2_LR_g_II_37F2GRASS_Dgbiomassmg10.23
F2_LR_g_II_38F2GRASS_Dgbiomassmg7
F2_LR_g_II_39F2GRASS_Dgbiomassmg8
F2_LR_g_II_40F2GRASS_Dgbiomassmg9.58
F2_LR_g_II_41F2GRASS_Dgbiomassmg6.05
F2_LR_g_II_42F2GRASS_Dgbiomassmg16.91
F2_LR_g_II_43F2GRASS_Dgbiomassmg9.2
F2_LR_g_II_44F2GRASS_Dgbiomassmg7.07
F2_LR_g_II_45F2GRASS_Dgbiomassmg9.96
F2_LR_g_II_46F2GRASS_Dgbiomassmg10.96
F2_LR_g_II_47F2GRASS_Dgbiomassmg12.72
F2_LR_g_II_48F2GRASS_Dgbiomassmg9.18
F2_LR_g_II_49F2GRASS_Dgbiomassmg9.48
F2_LR_g_II_50F2GRASS_Dgbiomassmg9.95
F2_LR_g_II_51F2GRASS_Dgbiomassmg11.62
F2_LR_g_II_52F2GRASS_Dgbiomassmg2
F2_LR_g_II_53F2GRASS_Dgbiomassmg8.58
F2_LR_g_II_54F2GRASS_Dgbiomassmg10.08
F2_LR_g_II_55F2GRASS_Dgbiomassmg8.79
F2_LR_g_II_56F2GRASS_Dgbiomassmg9
F2_LR_g_II_57F2GRASS_Dgbiomassmg8.17
F2_LR_g_II_58F2GRASS_Dgbiomassmg7.79
F2_LR_g_II_59F2GRASS_Dgbiomassmg12.38
F2_LR_g_II_60F2GRASS_Dgbiomassmg3.99
F2_LR_g_II_61F2GRASS_Dgbiomassmg6.18
F2_LR_g_II_62F2GRASS_Dgbiomassmg14.81
F2_LR_g_II_63F2GRASS_Dgbiomassmg10.9
F2_LR_g_II_64F2GRASS_Dgbiomassmg7.59
F2_LR_g_II_65F2GRASS_Dgbiomassmg7.49
F2_LR_f_I_01F2FORB_Gsbiomassmg6.56
F2_LR_f_I_02F2FORB_Gsbiomassmg8.08
F2_LR_f_I_03F2FORB_Gsbiomassmg9.97
F2_LR_f_I_04F2FORB_Gsbiomassmg10.94
F2_LR_f_I_05F2FORB_Gsbiomassmg7.48
F2_LR_f_I_06F2FORB_Gsbiomassmg6.16
F2_LR_f_I_07F2FORB_Gsbiomassmg4.16
F2_LR_f_I_08F2FORB_Gsbiomassmg9.02
F2_LR_f_I_09F2FORB_Gsbiomassmg13.24
F2_LR_f_I_10F2FORB_Gsbiomassmg8.04
F2_LR_f_I_11F2FORB_Gsbiomassmg9.82
F2_LR_f_I_12F2FORB_Gsbiomassmg9.75
F2_LR_f_I_13F2FORB_Gsbiomassmg9.06
F2_LR_f_I_14F2FORB_Gsbiomassmg5.87
F2_LR_f_I_15F2FORB_Gsbiomassmg11.04
F2_LR_f_I_16F2FORB_Gsbiomassmg9.27
F2_LR_f_I_17F2FORB_Gsbiomassmg8.02
F2_LR_f_I_18F2FORB_Gsbiomassmg11.27
F2_LR_f_I_19F2FORB_Gsbiomassmg10.41
F2_LR_f_I_20F2FORB_Gsbiomassmg8.5
F2_LR_f_I_21F2FORB_Gsbiomassmg10.1
F2_LR_f_I_22F2FORB_Gsbiomassmg6.51
F2_LR_f_I_23F2FORB_Gsbiomassmg11.45
F2_LR_f_I_24F2FORB_Gsbiomassmg10.55
F2_LR_f_I_25F2FORB_Gsbiomassmg7.41
F2_LR_f_I_26F2FORB_Gsbiomassmg12.57
F2_LR_f_I_27F2FORB_Gsbiomassmg6.98
F2_LR_f_I_28F2FORB_Gsbiomassmg13.15
F2_LR_f_I_29F2FORB_Gsbiomassmg11.13
F2_LR_f_I_30F2FORB_Gsbiomassmg7.48
F2_LR_f_I_31F2FORB_Gsbiomassmg6.27
F2_LR_f_I_32F2FORB_Gsbiomassmg11.41
F2_LR_f_I_33F2FORB_Gsbiomassmg9.63
F2_LR_f_I_34F2FORB_Gsbiomassmg8.65
F2_LR_f_I_35F2FORB_Gsbiomassmg9.63
F2_LR_f_I_36F2FORB_Gsbiomassmg6.35
F2_LR_f_I_37F2FORB_Gsbiomassmg7.47
F2_LR_f_I_38F2FORB_Gsbiomassmg8.42
F2_LR_f_I_39F2FORB_Gsbiomassmg7.93
F2_LR_f_I_40F2FORB_Gsbiomassmg8.74
F2_LR_f_I_41F2FORB_Gsbiomassmg7.89
F2_LR_f_I_42F2FORB_Gsbiomassmg9.1
F2_LR_f_I_43F2FORB_Gsbiomassmg11.35
F2_LR_f_II_01F2FORB_Gsbiomassmg10.08
F2_LR_f_II_02F2FORB_Gsbiomassmg9.42
F2_LR_f_II_03F2FORB_Gsbiomassmg10.53
F2_LR_f_II_04F2FORB_Gsbiomassmg10.54
F2_LR_f_II_05F2FORB_Gsbiomassmg7.22
F2_LR_f_II_06F2FORB_Gsbiomassmg10
F2_LR_f_II_07F2FORB_Gsbiomassmg10
F2_LR_f_II_08F2FORB_Gsbiomassmg9.03
F2_LR_f_II_09F2FORB_Gsbiomassmg9.72
F2_LR_f_II_10F2FORB_Gsbiomassmg8.2
F2_LR_f_II_11F2FORB_Gsbiomassmg10.68
F2_LR_f_II_12F2FORB_Gsbiomassmg10.14
F2_LR_f_II_13F2FORB_Gsbiomassmg11.37
F2_LR_f_II_14F2FORB_Gsbiomassmg10.76
F2_LR_f_II_15F2FORB_Gsbiomassmg15.2
F2_LR_f_II_16F2FORB_Gsbiomassmg9.31
F2_LR_f_II_17F2FORB_Gsbiomassmg12.89
F2_LR_f_II_18F2FORB_Gsbiomassmg13.25
F2_LR_f_II_19F2FORB_Gsbiomassmg9.04
F2_LR_f_II_20F2FORB_Gsbiomassmg10.74
F2_LR_f_II_21F2FORB_Gsbiomassmg10.66
F2_LR_f_II_22F2FORB_Gsbiomassmg9.77
F2_LR_f_II_23F2FORB_Gsbiomassmg10.17
F2_LR_f_II_24F2FORB_Gsbiomassmg11.73
F2_LR_f_II_25F2FORB_Gsbiomassmg16.07
F2_LR_f_II_26F2FORB_Gsbiomassmg16.13
F2_LR_f_II_27F2FORB_Gsbiomassmg13.14
F2_LR_f_II_28F2FORB_Gsbiomassmg12.33
F2_LR_f_II_29F2FORB_Gsbiomassmg9.23
F2_LR_f_II_30F2FORB_Gsbiomassmg9.66
F2_LR_f_II_31F2FORB_Gsbiomassmg9.3
F2_LR_f_II_32F2FORB_Gsbiomassmg9.14
F2_LR_f_II_33F2FORB_Gsbiomassmg13.63
F2_LR_f_II_34F2FORB_Gsbiomassmg9.42
F2_LR_f_II_35F2FORB_Gsbiomassmg8.82
F2_LR_f_II_36F2FORB_Gsbiomassmg9.15
F2_LR_f_II_37F2FORB_Gsbiomassmg7.87
F2_LR_f_II_38F2FORB_Gsbiomassmg10.75
F2_LR_f_II_39F2FORB_Gsbiomassmg10.9
F2_LR_f_II_40F2FORB_Gsbiomassmg10.9
F2_LR_f_II_41F2FORB_Gsbiomassmg10.05
F2_LR_f_II_42F2FORB_Gsbiomassmg11.68
F2_LR_f_II_43F2FORB_Gsbiomassmg10.73
F2_LR_f_II_44F2FORB_Gsbiomassmg9.07
F2_LR_f_II_45F2FORB_Gsbiomassmg10.71
F2_LR_f_II_46F2FORB_Gsbiomassmg8.35
F2_LR_f_II_47F2FORB_Gsbiomassmg10.86
F2_LR_f_II_48F2FORB_Gsbiomassmg9.02
F2_LR_f_II_49F2FORB_Gsbiomassmg9.79
F2_LR_f_II_50F2FORB_Gsbiomassmg9.64
F2_LR_f_II_51F2FORB_Gsbiomassmg13.76
F2_LR_f_II_52F2FORB_Gsbiomassmg11.9
F2_LR_f_II_53F2FORB_Gsbiomassmg12.26
F2_LR_f_II_54F2FORB_Gsbiomassmg9.21
F2_LR_f_II_55F2FORB_Gsbiomassmg8.54
F2_LR_f_II_56F2FORB_Gsbiomassmg9.03
F2_LR_f_II_57F2FORB_Gsbiomassmg11.22
F2_LR_f_II_58F2FORB_Gsbiomassmg10.55
F2_LR_f_II_59F2FORB_Gsbiomassmg14.11
F2_LR_f_II_60F2FORB_Gsbiomassmg12.75
F2_LR_f_II_61F2FORB_Gsbiomassmg13
F2_LR_f_II_62F2FORB_Gsbiomassmg10.49
F2_LR_f_II_63F2FORB_Gsbiomassmg9.38
F2_LR_f_II_64F2FORB_Gsbiomassmg10.15
F2_LR_f_II_65F2FORB_Gsbiomassmg10.65
F2_LR_f_II_66F2FORB_Gsbiomassmg8.76
F2_LR_f_II_67F2FORB_Gsbiomassmg10.13
F2_LR_f_II_68F2FORB_Gsbiomassmg9.7
F2_LR_f_II_69F2FORB_Gsbiomassmg12.42
F2_LR_f_II_70F2FORB_Gsbiomassmg8.33
F2_LR_f_II_71F2FORB_Gsbiomassmg10.01
F2_LR_f_II_72F2FORB_Gsbiomassmg11.14
F2_LR_f_II_73F2FORB_Gsbiomassmg9.22
F2_LR_f_II_74F2FORB_Gsbiomassmg10.84
F2_LR_f_II_75F2FORB_Gsbiomassmg14.83
F2_LR_f_II_76F2FORB_Gsbiomassmg10.56
F2_LR_f_II_77F2FORB_Gsbiomassmg8.84
F2_LR_f_II_78F2FORB_Gsbiomassmg9.03
F2_LR_f_II_79F2FORB_Gsbiomassmg8.5
F2_LR_f_II_80F2FORB_Gsbiomassmg9.78
F2_LR_f_II_81F2FORB_Gsbiomassmg9.89
F2_LR_f_II_82F2FORB_Gsbiomassmg9.57
F2_LR_f_II_83F2FORB_Gsbiomassmg9.46
F2_LR_f_II_84F2FORB_Gsbiomassmg11.2
F2_LR_f_II_85F2FORB_Gsbiomassmg10.61
F2_LR_f_II_86F2FORB_Gsbiomassmg10.89
F2_LR_f_II_87F2FORB_Gsbiomassmg9.36
F2_LR_f_II_88F2FORB_Gsbiomassmg14.17
F2_LR_f_II_89F2FORB_Gsbiomassmg9.77
F2_LR_f_II_90F2FORB_Gsbiomassmg11.97
F2_LR_f_II_91F2FORB_Gsbiomassmg7.22
F2_LR_f_II_92F2FORB_Gsbiomassmg9.68
F2_LR_f_II_93F2FORB_Gsbiomassmg8.21
F2_LR_f_II_94F2FORB_Gsbiomassmg9.53