Search Results - "Campos, Lucas Rabelo"
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Integration of multispectral and hyperspectral data to map magnetic susceptibility and soil attributes at depth: A novel framework
Published in Geoderma (01-03-2021)“…[Display omitted] •Best Synthetic Soil Image increased predictive model power at soil depth.•Synthetic Soil Image increased model performance at shallowest…”
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Improvement of spatial prediction of soil depth via earth observation
Published in Catena (Giessen) (01-04-2023)“…•Remote sensing data and machine learning helped to assessing soil depth.•Terrain attributes were identified as important variables in predicting soil…”
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Detection of bare soils in sugarcane areas by temporal satellite images: A monitoring technique for soil security
Published in Soil security (01-06-2022)“…•The bare soil frequency decreased from 1985 to 2019.•Sugarcane crop expansion occurred in soils more prone to erosion.•Bare soil still occurring in rainy…”
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A novel framework to estimate soil mineralogy using soil spectroscopy
Published in Applied geochemistry (01-04-2021)“…Soil minerals are usually quantified by the conventional laboratory soil analyses. However, developments in interpretations and analyses of the visible,…”
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High resolution middle eastern soil attributes mapping via open data and cloud computing
Published in Geoderma (01-03-2021)“…[Display omitted] •We explored the power of cloud computing for digital soil mapping.•Multi-source environmental covariates had a highly explanatory power.•We…”
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A remote sensing framework to map potential toxic elements in agricultural soils in the humid tropics
Published in Environmental pollution (1987) (01-01-2022)“…Soil contamination by potentially toxic elements (PTEs) is one of the greatest threats to environmental degradation. Knowing where PTEs accumulated in soil can…”
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Impact of mining-induced deforestation on soil surface temperature and carbon stocks: A case study using remote sensing in the Amazon rainforest
Published in Journal of South American earth sciences (01-11-2022)“…The Amazon rainforest is one of the most important ecosystems on the planet; however, the environmental pressure created by anthropic activities require…”
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Monitoring soil–plant interactions and maize yield by satellite vegetation indexes, soil electrical conductivity and management zones
Published in Precision agriculture (01-08-2023)“…In modern agriculture, understanding the spatio-temporal variability in crop fields and the implications of environmental factors in soil management are…”
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Impact of soil types on sugarcane development monitored over time by remote sensing
Published in Precision agriculture (01-10-2022)“…Soil is one of the most important factors for agricultural production. In tropical regions, soil variability is considerable, with the most diverse…”
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Combining spectral ranges for soil discrimination: A case study in the State of Maranhão - Brazil
Published in Geoderma Regional (01-06-2022)“…Proximal sensing is a tool of relevance to pedology, as it provides suitable and quick information about soil properties. The majority of the studies focus on…”
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