Map** South America's drylands through remote sensing—A review of the methodological trends and current challenges

KA Ganem, Y Xue, AA Rodrigues, W Franca-Rocha… - Remote Sensing, 2022 - mdpi.com
The scientific grasp of the distribution and dynamics of land use and land cover (LULC)
changes in South America is still limited. This is especially true for the continent's hyperarid …

Development and validation of a model based on vegetation indices for the prediction of sugarcane yield

JCS Vasconcelos, EA Speranza, JFG Antunes… - AgriEngineering, 2023 - mdpi.com
Currently, Brazil is the leading producer of sugarcane in the world, with self-sufficiency in the
use of ethanol as a biofuel, as well as being one of the largest suppliers of sugar to the …

Map** agricultural Intensification in the Brazilian Savanna: a machine learning approach using harmonized data from Landsat Sentinel-2

ÉL Bolfe, TC Parreiras, LAP Silva, EE Sano… - … International Journal of …, 2023 - mdpi.com
Agricultural intensification practices have been adopted in the Brazilian savanna (Cerrado),
mainly in the transition between Cerrado and the Amazon Forest, to increase productivity …

[HTML][HTML] Analysis of environmental and atmospheric influences in the use of SAR and optical imagery from Sentinel-1, Landsat-8, and Sentinel-2 in the operational …

WO Souza, LGM Reis, AM Ruiz-Armenteros, D Veleda… - Remote Sensing, 2022 - mdpi.com
In this work, we aim to evaluate the feasibility and operational limitations of using Sentinel-1
synthetic aperture radar (SAR) data to monitor water levels in the Poço da Cruz reservoir …

[HTML][HTML] Time-weighted dynamic time war** analysis for map** interannual crop** practices changes in large-scale agro-industrial farms in Brazilian Cerrado

MED Chaves, MC Alves, T Sáfadi… - Science of Remote …, 2021 - Elsevier
Methods for crop phenology detection using time series analysis have provided accurate
information for large agricultural areas in shorter processing times, which can be useful for …

CBERS data cubes for land use and land cover map** in the Brazilian Cerrado agricultural belt

MED Chaves, AR Soares, ID Sanches… - International Journal of …, 2021 - Taylor & Francis
The agricultural frontier expansion in the Cerrado biome made Brazil a leader in commodity
exports and is changing its landscape. Hence, efforts to accurate land use and land cover …

[HTML][HTML] Hierarchical classification of soybean in the Brazilian savanna based on Harmonized Landsat Sentinel data

TC Parreiras, ÉL Bolfe, MED Chaves, IDA Sanches… - Remote Sensing, 2022 - mdpi.com
The Brazilian Savanna presents a complex agricultural dynamic and cloud cover issues;
therefore, there is a need for new strategies for more detailed agricultural monitoring. Using …

Improving crop map** in Brazil's Cerrado from a data cubes-derived Sentinel-2 temporal analysis

MED Chaves, ID Sanches - Remote Sensing Applications: Society and …, 2023 - Elsevier
Abstract The Sentinel-2/MultiSpectral Instrument (S2/MSI) expands the frequency of satellite
observations, which is relevant to elaborate detailed and timely land use and land cover …

SMETool: A web-based tool for soil moisture estimation based on Eo-Learn framework and Machine Learning methods

N Jarray, AB Abbes, M Rhif, H Dhaou… - … Modelling & Software, 2022 - Elsevier
Earth Observation (EO) technologies have played an increasingly important role in
monitoring the Sustainable Development Goals (SDG). These technologies often combined …

A systematic review of spatial approximations in spatial database systems

PGK Bertella, YK Lopes… - … of Information and …, 2022 - journals-sol.sbc.org.br
Many applications rely on spatial information retrieval, which involves costly computational
geometric algorithms to process spatial queries. Spatial approximations simplify the …