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We estimate Indonesia's total peat carbon store to be within 13.6 GtC (the low MoA map estimate) and 40.5 GtC (the high WI map estimate) with a best estimate of 28.1 GtC: the midpoint of medium carbon stock estimates derived from WI (30.8 GtC) and MoA (25.3 GtC) maps.
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Additionally, we evaluate distinct variations of the MixDTrees: MAP and MLE with DTree structure estimation and MAP estimates with the DTrees fixed to the structure from Figure 3 left, as in our previous approach (Costa et al., 2007b).
Condom requirement in each district was calculated by multiplying the estimated number of FSWs in the district (from mapping estimates) with the average annual number of commercial sex acts per FSW reported in the behavioral surveys.
The EM algorithm computes this by n r h = n r · p h · Pr [ R = r | H = h ] Pr [ R = r ], and subsequently maximizes the log-posterior with the MAP estimate given by p h ^ = (α + ∑ r ∈ R n r h ) / (α + ∑ r ∈ R n r ) Because the ground truth is unknown for sequenced viral populations, simulations present a standardized way to assess the performance of viral assembly tools.
Our results show that the diversity in pedotypes is mainly attributed to differences in paleoclimatic conditions during Maastrichtian time, and that eolian sedimentation was restricted to periods of harsh arid conditions, as in semi-arid climates, with MAP estimates around 240 mm/yr, the formation of soils with well developed calcic horizons was possible.
Inferring Gene Modules with MixDTrees We estimate MixDTrees with MAP estimates from the Lymphoid data following the protocol in Section 3.1.
Those estimates and their related uncertainties where combined in a post-processing step to map estimates of significant SOC variations and we finally compared the SOC change map with published deforestation maps.
The estimated genome length (Gest) of the consensus map was estimated with the commonly used Hulbert estimate [ 70].
Our approach combines phase-plane analysis with time-mapping estimates.
Susceptibility mapping estimates of iron correlate well with those determined by XFI in both cadaver brain and ferritin phantoms.
To formally address the differences between analyses with scaled- and unscaled-BOLD signal, we constructed an additional second-level GLM analysis with activation maps estimated from the difference between scaled- and unscaled-BOLD maps.
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