GAM

Mapping soil properties in a poorly-accessible area
DSM tools are useful for soil sampling and mapping in areas with limited access. Non-linear models are more effective to map soil properties than linear models. GAM_scorpan model can improve soil properties predictions. GAM smooth functions can successfully map soil properties in 3-D. The high functionality of 2-D and 3-D maps benefits decision-makers.
Elias Mendes Costa, Helena Saraiva Koenow Pinheiro, Lúcia Helena Cunha dos Anjos, Robson Altiellys Tosta Marcondes, Yuri Andrei Gelsleichter
PDF Citação Projeto DOI
Mapping soil properties in a poorly-accessible area
Predicting soil carbon content in a limited accessible area using 3D modelling; Study case at Itatiaia National Park, Brazil
The results of this modelling exercise can be further used for environmental models, such as vulnerability risk assessment.
Elias Mendes Costa, Laura Poggio, Helena Saraiva Koenow Pinheiro, Robson Altiellys Tosta Marcondes, Lúcia Helena Cunha dos Anjos
Citação Projeto
Predicting soil carbon content in a limited accessible area using 3D modelling; Study case at Itatiaia National Park, Brazil