Assessing the effect of training sampling design on the performance of machine learning classifiers for land cover map** using multi-temporal remote sensing data …

S Shetty, PK Gupta, M Belgiu, SK Srivastav - Remote Sensing, 2021 - mdpi.com
Machine learning classifiers are being increasingly used nowadays for Land Use and Land
Cover (LULC) map** from remote sensing images. However, arriving at the right choice of …

Optimal spatial sampling design for monitoring potentially toxic elements pollution on urban green space soil: A spatial simulated annealing and k-means integrated …

A Molla, S Zuo, W Zhang, Y Qiu, Y Ren… - Science of The Total …, 2022 - Elsevier
Sampling design in soil science is critical because the lack of reliable methods and
collecting samples requires tremendous work and resources. The aims were to obtain an …

Field‐scale apparent soil electrical conductivity

DL Corwin, E Scudiero - Soil Science Society of America …, 2020 - Wiley Online Library
Soils are notoriously spatially heterogeneous and many soil properties are temporally
variable. Spatial variability of soil properties has a profound influence on agricultural and …

[PDF][PDF] Field-scale apparent soil electrical conductivity

DL Corwin, E Scudiero - Methods of soil analysis, 2016 - researchgate.net
Soils are notoriously spatially heterogeneous and many soil properties are temporally
variable. Spatial variability of soil properties has a profound influence on agricultural and …

The optimization strategy of the existing urban green space soil monitoring system in Shanghai, China

W Zhang, J Han, A Molla, S Zuo, Y Ren - International Journal of …, 2021 - mdpi.com
High concentrations of potentially toxic elements (PTE) create global environmental stress
due to the crucial threat of their impacts on the environment and human health. Therefore …

[PDF][PDF] Novidades e desafios do mapeamento digital do solo de alta resolução no Brasil

A Samuel-Rosa, LR do Amaral, TZ Horst… - OPEN SCIENCE …, 2022 - researchgate.net
RESUMO O mapeamento digital do solo (MDS) ganhou popularidade nos últimos anos. O
principal motivo é a facilidade e rapidez com que permite produzir informações do solo …

[PDF][PDF] NOVIDADES E DESAFIOS DO MAPEAMENTO DIGITAL DO SOLO DE ALTA RESOLUÇÃO

A Samuel-Rosa, LR do Amaral - feagri.unicamp.br
O mapeamento digital do solo (MDS) ganhou popularidade nos últimos anos. O principal
motivo é a facilidade e rapidez com que permite produzir informações do solo. Neste artigo …

[PDF][PDF] Comparison of deterministic and stochastic interpolation methods by assessing spatial variability in soil properties in a hilly terrain

V Chhipa - 2018 - essay.utwente.nl
Analysis of environmental variables require accurate sampling of locations. To study natural
properties that are continuous across space, interpolation is required. This is because not all …