Sentence examples for implemented in the forest from inspiring English sources
Fuel reduction treatments are implemented in the forest surrounding the wildland urban interface (WUI) to provide defensible space and safe opportunity for the protection of homes during a wildfire.
Furthermore, the way the model is currently implemented in the Forest Vegetation Simulator partly masks poor performance at the tree level, but likely amplifies error at the stand level, a particularly troubling result in many conceivable applications.
We estimated the carbon density (Mg C ha-1) of five aboveground biomass pools (live trees, snags, coarse woody debris, fine woody debris, litter/duff) at five time steps (pre-treatment, pre-wildfire, 2008, 2009, 2010) in treated and untreated stands in our study area, using published allometric equations implemented in the Forest Vegetation Simulator Western Sierra variant (Table 1).
We also estimated how much more forest would have remained forest, and how much carbon emissions could have been reduced, if land use policies designed to reduce forest area loss (either by restrictions, or through incentives) were implemented in the 48 states' unprotected forests.
This decree has given legal status to the PES Programmes already underway in the state of Rio de Janeiro, such as the Lagos São João Committee through Good Practices Fund (Funboas) and Guandu Committee through Water and Forest Programme implemented in the municipality of Rio Claro.
In this study, important sequence features for siRNA classification were identified by using the random forest (RF) algorithm implemented in the software package available at http://www.stat.berkeley.edu/~breiman/RandomForests/.
Conditional relations between variables are implicitly taken into account by the conditional inference forest algorithm (cforest, implemented in the party package [ 104 106] in R). cforest is a variant of RF that has been designed for unbiased variable selection (discussed below) [ 107].
As our surveys resulted in 29 predictor variables, many of which were highly correlated (Additional file 1: Figure S1), we analyzed the data using random forest classification models as implemented in the package randomForest in R [ 38, 39].
We then apply for classification random forests [ 13] implemented in the randomForest package, and for performance measurement the area under the receiver operating characteristics curve (AUC) implemented in the ROCR package [ 14] of R according to Dybowski et al. [ 7].
Random-Forest-based variable selection implemented in the R package CMA, revealed that the value of having additional miRNAs in the classifier decreases significantly after including the top 10 miRNAs.
The REDD+ pilot project implemented in the area plays a major role to address the issues of forest degradation and deforestation by promoting sustainable forest management practices and linking it with the REDD+ incentive mechanism [ 13].
