Imaging spectrometry for soil applications

E Ben‐Dor, RG Taylor, J Hill, JAM Demattê… - Advances in …, 2008 - Elsevier
Imaging spectroscopy (IS) is a new technique that has attracted the attention of many
workers in many disciplines. In the field of soil science, this technology is not well developed …

Soil map**, classification, and pedologic modeling: History and future directions

EC Brevik, C Calzolari, BA Miller, P Pereira, C Kabala… - Geoderma, 2016 - Elsevier
Soil map**, classification, and pedologic modeling have been important drivers in the
advancement of our understanding of soil from the earliest days of the scientific study of …

Soil erosion modeled with USLE, GIS, and remote sensing: a case study of Ikkour watershed in Middle Atlas (Morocco)

A El Jazouli, A Barakat, A Ghafiri, S El Moutaki… - Geoscience Letters, 2017 - Springer
The Ikkour watershed located in the Middle Atlas Mountain (Morocco) has been a subject of
serious soil erosion problems. This study aimed to assess the soil erosion susceptibility in …

Improving prediction of chickpea wilt severity using machine learning coupled with model combination techniques under field conditions

RN Singh, P Krishnan, C Bharadwaj, B Das - Ecological Informatics, 2023 - Elsevier
Accurate estimation of disease severity in the field is a key to minimize the yield losses in
agriculture. Existing disease severity assessment methods have poor accuracy under field …

[HTML][HTML] Fine-scale map** of soil organic matter in agricultural soils using UAVs and machine learning

J Heil, C Jörges, B Stumpe - Remote Sensing, 2022 - mdpi.com
The fine-scale map** of soil organic matter (SOM) in croplands is vital for the sustainable
management of soil. Traditionally, SOM map** relies on laboratory methods that are labor …

Multi-algorithm comparison to predict soil organic matter and soil moisture content from cell phone images

P Taneja, HK Vasava, P Daggupati, A Biswas - Geoderma, 2021 - Elsevier
An accurate assessment of soil organic matter (SOM) and soil moisture content (SMC) is
critical for applications in the fields of agriculture, environment, and engineering. However …

Using a digital camera to measure soil organic carbon and iron contents

RAV Rossel, Y Fouad, C Walter - Biosystems engineering, 2008 - Elsevier
High-resolution digital soil map** for applications like precision agriculture requires the
collection of good-quality high spatial resolution information. Conventional soil analysis is …

[HTML][HTML] Combination of effective color information and machine learning for rapid prediction of soil water content

G Liu, S Tian, G Xu, C Zhang, M Cai - Journal of Rock Mechanics and …, 2023 - Elsevier
Soil water content (SWC) is one of the critical indicators in various fields such as
geotechnical engineering and agriculture. To avoid the time-consuming, destructive, and …