[HTML][HTML] Pattern recognition and remote sensing techniques applied to land use and land cover mapping in the Brazilian Savannah

LMG Fonseca, TS Körting, HN Bendini… - Pattern recognition …, 2021 - Elsevier
Abstract The Brazilian Savannah, or Cerrado, has gained vital importance in the discussions
about sustainable land development after the conversion of half of its natural vegetation. For …

Spatio-temporal deep learning approach to map deforestation in amazon rainforest

RV Maretto, LMG Fonseca, N Jacobs… - … and Remote Sensing …, 2020 - ieeexplore.ieee.org
We address the task of mapping deforested areas in the Brazilian Amazon. Accurate maps
are an important tool for informing effective deforestation containment policies. The main …

Mapping deforestation in cerrado based on hybrid deep learning architecture and medium spatial resolution satellite time series

BM Matosak, LMG Fonseca, EC Taquary, RV Maretto… - Remote sensing, 2022 - mdpi.com
Cerrado is the second largest biome in Brazil, covering about 2 million km 2. This biome has
experienced land use and land cover changes at high rates due to agricultural expansion so …

Active actions in the extraction of urban objects for information quality and knowledge recommendation with machine learning

LA Silva, A Sales Mendes, H Sánchez San Blas… - Sensors, 2022 - mdpi.com
Due to the increasing urban development, it has become important for municipalities to
permanently understand land use and ecological processes, and make cities smart and …

Exploring a deep convolutional neural network and geobia for automatic recognition of brazilian palm swamps (veredas) using Sentinel-2 optical data

HN Bendini, LMG Fonseca, RV Maretto… - … and Remote Sensing …, 2021 - ieeexplore.ieee.org
The Brazilian Palm Swamps (Veredas) are a vegetation physiognomy of the Cerrado biome.
It has a critical importance for biodiversity and also for groundwater sources conservation …

A platform for smart infrastructure monitoring with unmanned aerial vehicles and deep learning techniques

LA Silva - 2023 - gredos.usal.es
[ES] En los últimos años y con la evolución de la inteligencia artificial (IA) y las técnicas de
aprendizaje automático, se ha potenciado la captación y procesamiento de imágenes …