Assessing agricultural salt-affected land using digital soil mapping and hybridized random forests

Multi-algorithm comparison for predicting soil salinity

(2020) Fei Wang et al.   GEODERMA

Investigation of the spatial and temporal variation of soil salinity using random forests in the central desert of Iran

(2020) Hassan Fathizad et al.   GEODERMA

A Novel Hybrid Soft Computing Model Using Random Forest and Particle Swarm Optimization for Estimation of Undrained Shear Strength of Soil

(2020) Binh Thai Pham et al.   Sustainability

Relationship between Soil Salinization and Groundwater Hydration in Yaoba Oasis, Northwest China

(2019) Guoqing Cui et al.   Water

Assessing soil organic carbon stocks under land-use change scenarios using random forest models

(2019) K. Nabiollahi et al.   Carbon Management

Weakly-coupled geo-statistical mapping of soil salinity to Stepwise Multiple Linear Regression of MODIS spectral image products

(2019) Sanaz Zare et al.   JOURNAL OF AFRICAN EARTH SCIENCES

Dynamic detection of water surface area of Ebinur Lake using multi-source satellite data (Landsat and Sentinel-1A) and its responses to changing environment

(2019) Jingzhe Wang et al.   CATENA

Comparison of catchment scale 3D and 2.5D modelling of soil organic carbon stocks in Jiangxi Province, PR China

(2019) Tobias Rentschler et al.   PLoS One

Capability of Sentinel-2 MSI data for monitoring and mapping of soil salinity in dry and wet seasons in the Ebinur Lake region, Xinjiang, China

(2019) Jingzhe Wang et al.   GEODERMA

Machine learning-based detection of soil salinity in an arid desert region, Northwest China: A comparison between Landsat-8 OLI and Sentinel-2 MSI

(2019) Jingzhe Wang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Assessing the effects of deforestation and intensive agriculture on the soil quality through digital soil mapping

(2019) Mojtaba Zeraatpisheh et al.   GEODERMA

Spatial variability of soil texture fractions and pH in a flood plain (case study from eastern Iran)

(2018) Mohammad Reza Pahlavan-Rad et al.   CATENA

Updating a national soil classification with spectroscopic predictions and digital soil mapping

(2018) Hongfen Teng et al.   CATENA

Assessing the effects of slope gradient and land use change on soil quality degradation through digital mapping of soil quality indices and soil loss rate

(2018) K. Nabiollahi et al.   GEODERMA

Mapping soil organic matter in the Baranja region (Croatia): Geological and anthropic forcing parameters

(2018) Igor Bogunovic et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Estimating soil salinity from remote sensing and terrain data in southern Xinjiang Province, China

(2018) Jie Peng et al.   GEODERMA

Digital mapping of soil properties using multiple machine learning in a semi-arid region, central Iran

(2018) Mojtaba Zeraatpisheh et al.   GEODERMA

Soil salinity prediction and mapping by machine learning regression in Central Mesopotamia, Iraq

(2018) Weicheng Wu et al.   LAND DEGRADATION & DEVELOPMENT

Modeling soil salinity using direct and indirect measurement techniques: A comparative analysis

(2018) Abu Yousuf Md Abdullah et al.   Environmental Development

Machine learning performance for predicting soil salinity using different combinations of geomorphometric covariates

(2017) Divan Vermeulen et al.   GEODERMA

Deforestation impacts on soil organic carbon stocks in the Semiarid Chaco Region, Argentina

(2017) Sebastián Horacio Villarino et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Assessing and monitoring the soil quality of forested and agricultural areas using soil-quality indices and digital soil-mapping in a semi-arid environment

(2017) Kamal Nabiollahi et al.   Archives of Agronomy and Soil Science

Prediction of soil surface salinity in arid region of central Iran using auxiliary variables and genetic programming

(2016) Ruhollah Taghizadeh-Mehrjardi et al.   ARID LAND RESEARCH AND MANAGEMENT

Digital soil mapping: A brief history and some lessons

(2016) Budiman Minasny et al.   GEODERMA

Comparing regression-based digital soil mapping and multiple-point geostatistics for the spatial extrapolation of soil data

(2016) Brendan P. Malone et al.   GEODERMA

Spatial modeling of soil salinity using multiple linear regression, ordinary kriging and artificial neural network methods

(2016) Mahmoud Shahabi et al.   Archives of Agronomy and Soil Science

Comparing data mining classifiers to predict spatial distribution of USDA-family soil groups in Baneh region, Iran

(2015) R. Taghizadeh-Mehrjardi et al.   GEODERMA

Assessing soil salinity using soil salinity and vegetation indices derived from IKONOS high-spatial resolution imageries: Applications in a date palm dominated region

(2014) Amal Allbed et al.   GEODERMA

Spatial prediction of soil great groups by boosted regression trees using a limited point dataset in an arid region, southeastern Iran

(2014) Azam Jafari et al.   GEODERMA

Soil-forming factors and Soil Taxonomy

(2014) J.G. Bockheim et al.   GEODERMA

Digital mapping of soil salinity in Ardakan region, central Iran

(2013) R. Taghizadeh-Mehrjardi et al.   GEODERMA

Bat algorithm: literature review and applications

(2013) Xin She Yang et al.   International Journal of Bio-Inspired Computation

Spatial prediction of USDA- great soil groups in the arid Zarand region, Iran: comparing logistic regression approaches to predict diagnostic horizons and soil types

(2012) A. Jafari et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

A statistically based mapping of the influence of geology and land use on soil pH

(2012) Thomas Balstrøm et al.   GEODERMA

Improved remote sensing detection of soil salinity from a semi-arid climate in Northeast Brazil

(2011) Moncef Bouaziz et al.   COMPTES RENDUS GEOSCIENCE

Digital soil mapping to enable classification of the salt-affected soils in desert agro-ecological zones

(2009) Jiandong Sheng et al.   AGRICULTURAL WATER MANAGEMENT

Extent and characterisation of salt-affected soils in Iran and strategies for their amelioration and management

(2007) M. Qadir et al.   LAND DEGRADATION & DEVELOPMENT