Remotely sensed data have become the primary source for biomass estimation. A summary
of previous research on remote sensing‐based biomass estimation approaches and a …

Land use/land cover (LULC) is a fundamental concept of the Earth's system intimately
connected to many phases of the human and physical environment. Earth observation (EO) …

Brazil has a monitoring system to track annual forest conversion in the Amazon and most
recently to monitor the Cerrado biome. However, there is still a gap of annual land use and …

Hyperspectral data (Table 1) is acquired as continuous narrowbands (eg, each band with 1
to 10 nanometer or nm bandwidths) over a range of electromagnetic spectrum (eg, 400 …

Começando nos anos 1980 com mapeamento da cobertura vegetal brasileira: agrícola,
florestal e monitorando o desflorestamento na Amazônia e remanescentes da Mata …

We investigated the utility of high spectral and spatial resolution imagery for the automated
species-level classification of individual tree crowns (ITCs) in a tropical rain forest (TRF) …

Forest degradation in the Brazilian Amazon due to selective logging and forest fires may
greatly increase the human footprint beyond outright deforestation. We demonstrate a …

The complicated forest stand structure and associated abundant tree species in the Amazon
often induce difficulty in estimating aboveground biomass (AGB) using remotely sensed …

Landsat Thematic mapper (TM) image has long been the dominate data source, and
recently LiDAR has offered an important new structural data stream for forest biomass …

Multiple endmember spectral mixture analysis (MESMA) models mixed spectra as a linear
combination of endmembers that are allowed to vary in number and type on a per pixel …