Imaging spectroscopy for soil mapping and monitoring

S Chabrillat, E Ben-Dor, J Cierniewski, C Gomez… - Surveys in …, 2019 - Springer
There is a renewed awareness of the finite nature of the world's soil resources, growing
concern about soil security and significant uncertainties about the carrying capacity of the …

Roughness in the earth sciences

MW Smith - Earth-Science Reviews, 2014 - Elsevier
Rough surfaces are ubiquitous in nature. Near-surface processes both encounter and create
surface roughness. Recent advances in surveying have improved the resolution, extent and …

DATimeS: A machine learning time series GUI toolbox for gap-filling and vegetation phenology trends detection

S Belda, L Pipia, P Morcillo-Pallarés… - … Modelling & Software, 2020 - Elsevier
Optical remotely sensed data are typically discontinuous, with missing values due to cloud
cover. Consequently, gap-filling solutions are needed for accurate crop phenology …

[HTML][HTML] Machine learning to estimate surface roughness from satellite images

A Singh, K Gaurav, AK Rai, Z Beg - Remote Sensing, 2021 - mdpi.com
We apply the Support Vector Regression (SVR) machine learning model to estimate surface
roughness on a large alluvial fan of the Kosi River in the Himalayan Foreland from satellite …

A surface soil moisture mapping service at national (Italian) scale based on Sentinel-1 data

L Pulvirenti, G Squicciarino, L Cenci, G Boni… - … Modelling & Software, 2018 - Elsevier
This paper presents MULESME, a software designed for the systematic mapping of surface
soil moisture using Sentinel-1 SAR data. MULESME implements a multi-temporal algorithm …

Long-term agricultural management effects on surface roughness and consolidation of soils

T Bauer, P Strauss, M Grims, E Kamptner… - Soil and Tillage …, 2015 - Elsevier
Soil surface characteristics affect soil–water interactions and are in turn influenced by a
variety of soil properties. Likewise, the state and temporal change of soil surface roughness …

Using photogrammetry to assess rutting caused by a forwarder—A comparison of different tires and bogie tracks

J Haas, KH Ellhöft, H Schack-Kirchner, F Lang - Soil and Tillage Research, 2016 - Elsevier
Rutting caused by heavy machinery during logging operations can lead to loss of
trafficability which is a considerable problem in designated skid trail systems. Wide base …

Roughness measurements over an agricultural soil surface with Structure from Motion

B Snapir, S Hobbs, TW Waine - ISPRS Journal of Photogrammetry and …, 2014 - Elsevier
This paper presents an accessible and reliable method to measure surface roughness of
agricultural soils with a setup designed to tackle some of the challenges posed by …

[HTML][HTML] A simple method for the parameterization of surface roughness from microwave remote sensing

S Gharechelou, R Tateishi, B A. Johnson - Remote Sensing, 2018 - mdpi.com
Generally, the characterization of land surface roughness is obtained from the analysis of
height variations observed along transects (eg, root mean square (RMS) height, correlation …

Effects of soil surface irregularities on the diurnal variation of soil broadband blue-sky albedo

J Cierniewski, A Karnieli… - IEEE Journal of …, 2014 - ieeexplore.ieee.org
This paper quantitatively explores, in terms of roughness indices, the effect of soil surface
irregularities on the diurnal variation of the broadband blue-sky albedo of a large range of …