Soil organic carbon prediction by multi-digital data fusion for nitrogen management in a sugarcane field

Unravelling drivers of field-scale digital mapping of topsoil organic carbon and its implications for nitrogen practices

(2022) Jie Wang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Soil organic carbon (SOC) prediction in Australian sugarcane fields using Vis–NIR spectroscopy with different model setting approaches

(2022) Xueyu Zhao et al.   Geoderma Regional

A systematic evaluation of multisensor data and multivariate prediction methods for digitally mapping exchangeable cations: A case study in Australian sugarcane field

(2021) Maryem Arshad et al.   Geoderma Regional

Deterministic and geostatistical models for predicting soil organic carbon in a 60 ha farm on Inceptisol in Varanasi, India

(2021) Biswabara Sahu et al.   Geoderma Regional

Selecting optimal calibration samples using proximal sensing EM induction and γ-ray spectrometry data: An application to managing lime and magnesium in sugarcane growing soil

(2021) Jie Wang et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Determination of the optimal mathematical model, sample size, digital data and transect spacing to map CEC (Cation exchange capacity) in a sugarcane field

(2020) Xueyu Zhao et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Digital regolith mapping of clay across the Ashley irrigation area using electromagnetic induction data and inversion modelling

(2019) Xueyu Zhao et al.   GEODERMA

Comparing management zone maps to address infertility and sodicity in sugarcane fields

(2019) Maryem Arshad et al.   SOIL & TILLAGE RESEARCH

Automated regolith landform mapping using airborne geophysics and remote sensing data, Burkina Faso, West Africa

(2018) Václav Metelka et al.   REMOTE SENSING OF ENVIRONMENT

Assessment of spatial hybrid methods for predicting soil organic matter using DEM derivatives and soil parameters

(2018) Panagiotis Tziachris et al.   CATENA

An overview and comparison of machine-learning techniques for classification purposes in digital soil mapping

(2016) Brandon Heung et al.   GEODERMA

Estimating soil organic matter using interpolation methods with a electromagnetic induction sensor and topographic parameters: a case study in a humid region

(2016) Aitor García-Tomillo et al.   PRECISION AGRICULTURE

Field-Scale Mapping of Soil Carbon Stock with Limited Sampling by Coupling Gamma-Ray and Vis-NIR Spectroscopy

(2016) Simone Priori et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

Soil organic carbon and particle sizes mapping using vis–NIR, EC and temperature mobile sensor platform

(2015) Maria Knadel et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Digital mapping of soil organic matter for rubber plantation at regional scale: An application of random forest plus residuals kriging approach

(2015) Peng-Tao Guo et al.   GEODERMA

Relationships between gamma-ray data and soil properties at an agricultural test site

(2012) Claudia Dierke et al.   GEODERMA

Sensor data fusion to predict multiple soil properties

(2012) Hafiz S. Mahmood et al.   PRECISION AGRICULTURE

Prediction of soil properties using a process-based forest growth model to match satellite-derived estimates of leaf area index

(2012) Nicholas C. Coops et al.   REMOTE SENSING OF ENVIRONMENT

Using data mining to model and interpret soil diffuse reflectance spectra

(2010) R.A. Viscarra Rossel et al.   GEODERMA

Review of the most common pre-processing techniques for near-infrared spectra

(2009) Åsmund Rinnan et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY