Some unusual combinations of predictor values in multivariate regression often influence tampering with the output, and filtering those observations becomes the trickiest and most challenging task. This concern is prevalent and predominant in ecological domains, especially in soil samples, as...

The Lower Mekong Region (LMR) faces significant loss of mangrove forests, yet limited studies have explored this decline in the region. Here, we employ Google Earth Engine and Landsat satellite imagery to assess changes in mangrove forest cover across Myanmar, Thailand, Vietnam, and Cambodia...

Forest fires are among the main drivers of deforestation and forest degradation in the drylands of Sub-Saharan Africa. This paper uses remote sensing data on forest fires and remaining tree cover to estimate the effectiveness of a project targeted at reducing fire incidences in twelve protected...

As the impacts of climate change and various disturbances on forest ecosystem have become serious, management and research efforts to improve forest biodiversity in response to the changing environment are needed. Biodiversity is associated with functional protection, adaptation to external...

We propose methods to improve the forecasts from generalized autoregressive score (GAS) models (Creal, et al., 2013; Harvey, 2013) by localizing their parameters using decision trees and random forests. These methods avoid the curse of dimensionality faced by kernel-based approaches, and allow one...

Some portions of land in Brazilian Amazon are forested, and other portions used in agriculture. Deforestation (reforestation) emits (captures) carbon, which has consequence for the global climate. The social and private productivities for these alternative land uses vary across locations within...

Research on payments for ecosystem services (PES) schemes indicates that few of them in fact implement full marketization on the ground, highlighting the need for better understanding of the performance of incompletely marketized PES models. One prominent example of a PES program with incomplete...