Uncovering the effects of Urmia Lake desiccation on soil chemical ripening using advanced mapping techniques

Digital assessments of soil organic carbon storage using digital maps provided by static and dynamic environmental covariates

(2023) Fatemeh Rahbar Alam Shirazi et al.   SOIL USE AND MANAGEMENT

Provincial-Scale Digital Soil Mapping Using A Random Forest Approach For British Columbia

(2022) Brandon Heung et al.   CANADIAN JOURNAL OF SOIL SCIENCE

A Comparison of Model Averaging Techniques to Predict the Spatial Distribution of Soil Properties

(2022) Ruhollah Taghizadeh-Mehrjardi et al.   Remote Sensing

Updated soil salinity with fine spatial resolution and high accuracy: The synergy of Sentinel-2 MSI, environmental covariates and hybrid machine learning approaches

(2022) Xiangyu Ge et al.   CATENA

Statistical analysis of nitrogen use efficiency in Northeast China using multiple linear regression and Random Forest

(2022) Ying-xia LIU et al.   Journal of Integrative Agriculture

Comparing the prediction performance, uncertainty quantification and extrapolation potential of regression kriging and random forest while accounting for soil measurement errors

(2022) Bertin Takoutsing et al.   GEODERMA

Satellite based lake bed elevation model of Lake Urmia using time series of Landsat imagery

(2022) Tanja Schröder et al.   JOURNAL OF GREAT LAKES RESEARCH

Exploring the Impacts of Data Source, Model Types and Spatial Scales on the Soil Organic Carbon Prediction: A Case Study in the Red Soil Hilly Region of Southern China

(2022) Qiuyuan Tan et al.   Remote Sensing

Soil property maps with satellite images at multiple scales and its impact on management and classification

(2021) Nélida E.Q. Silvero et al.   GEODERMA

A remote sensing framework to map potential toxic elements in agricultural soils in the humid tropics

(2021) Wanderson de Sousa Mendes et al.   ENVIRONMENTAL POLLUTION

To spike or to localize? Strategies to improve the prediction of local soil properties using regional spectral library

(2021) Wartini Ng et al.   GEODERMA

Large scale mapping of soil organic carbon concentration with 3D machine learning and satellite observations

(2021) Camile Sothe et al.   GEODERMA

Digital mapping of potentially toxic elements enrichment in soils of Urmia Lake due to water level decline

(2021) Zohreh Alvyar et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Geochemical Behavior of Different Chemical Elements during Weathering of the Basalts in Changbai Mountain, Northeast China

(2021) Tian Lan et al.   Sustainability

Measurement error-filtered machine learning in digital soil mapping

(2021) Stephan van der Westhuizen et al.   Spatial Statistics

Spatial distribution of iron forms and features in the dried lake bed of Urmia Lake of Iran

(2020) Amin Mousavi et al.   Geoderma Regional

Analysing the impact of soil spatial sampling on the performances of Digital Soil Mapping models and their evaluation: A numerical experiment on Quantile Random Forest using clay contents obtained from Vis-NIR-SWIR hyperspectral imagery

(2020) P. Lagacherie et al.   GEODERMA

Boosting Random Forests to Reduce Bias; One-Step Boosted Forest and Its Variance Estimate

(2020) Indrayudh Ghosal et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Chemical weathering of crystalline rocks in contrasting climatic conditions using geochemical proxies: An overview

(2020) Francesco Perri   PALAEOGEOGRAPHY PALAEOCLIMATOLOGY PALAEOECOLOGY

Perspectives on validation in digital soil mapping of continuous attributes—A review

(2020) Kristin Piikki et al.   SOIL USE AND MANAGEMENT

Operationalising digital soil mapping – Lessons from Australia

(2020) Darren Kidd et al.   Geoderma Regional

Hypotheses, machine learning and soil mapping

(2020) Alexandre M.J.-C. Wadoux et al.   GEODERMA

Pedology and digital soil mapping (DSM)

(2019) Yuxin Ma et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Soil Indicators of Paleoenvironmental Conditions in the South of the East European Plain in the Quaternary Time

(2019) A. O. Alekseev et al.   EURASIAN SOIL SCIENCE

Long-term hydraulic behaviour and soil ripening processes in a dike constructed from dredged material

(2019) Julia Gebert et al.   JOURNAL OF SOILS AND SEDIMENTS

Conventional and digital soil mapping in Iran: Past, present, and future

(2019) Mojtaba Zeraatpisheh et al.   CATENA

Sampling Designs for Validating Digital Soil Maps: A Review

(2018) Asim BISWAS et al.   PEDOSPHERE

The Lake Urmia environmental disaster in Iran: A look at aerosol pollution

(2018) Ali Hossein Mardi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Retrospective monitoring of the spatial variability of crystalline iron in soils of the east shore of Urmia Lake, Iran using remotely sensed data and digital maps

(2018) Farzin Shahbazi et al.   GEODERMA

Semi-automatic mapping of anthropogenic impervious surfaces in an urban/suburban area using Landsat 8 satellite data

(2017) Atul Kant Piyoosh et al.   GIScience & Remote Sensing

A comparison study between previous and current shoreline concentrations of heavy metals at the Great Salt Lake using portable X-ray fluorescence analysis

(2017) Marie L. Thorsen et al.   HUMAN AND ECOLOGICAL RISK ASSESSMENT

Evidence for isovolumetric replacement in some Terra Rossa profiles of northern Jordan

(2017) Bernhard Lucke et al.   Boletin de la Sociedad Geologica Mexicana

Combination of chemical indices and physical properties in the assessment of weathering grades of sillimanite-garnet gneiss in tropical environment

(2016) D. T. Udagedara et al.   Bulletin of Engineering Geology and the Environment

Utilizing portable X-ray fluorescence spectrometry for in-field investigation of pedogenesis

(2016) U. Stockmann et al.   CATENA

Ti/Zr ratio as a geochemical tool for the correlation of weathered coals from geological formations in two Latin American sedimentary basins

(2016) M. Martínez et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Digital Mapping of Toxic Metals in Qatari Soils Using Remote Sensing and Ancillary Data

(2016) Yi Peng et al.   Remote Sensing

A New Metric for Quantifying Burn Severity: The Relativized Burn Ratio

(2014) Sean Parks et al.   Remote Sensing

Mineral Mapping Using Simulated Worldview-3 Short-Wave-Infrared Imagery

(2013) Fred Kruse et al.   Remote Sensing

BCI: A biophysical composition index for remote sensing of urban environments

(2012) Chengbin Deng et al.   REMOTE SENSING OF ENVIRONMENT

X-ray Fluorescence (XRF) Analysis of Soil Heavy Metal Pollution from an Industrial Area in Kumasi, Ghana

(2012) K. Kodom et al.   SOIL & SEDIMENT CONTAMINATION

Rapid, Nondestructive Total Elemental Analysis of Vertisol Soils using Portable X-ray Fluorescence

(2012) Timothy I. McLaren et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

An examination of the sensitivity of the Great Salt Lake to changes in inputs

(2012) Ibrahim Nourein Mohammed et al.   WATER RESOURCES RESEARCH

Landscape evolution in Val Mulix, eastern Swiss Alps – soil chemical and mineralogical analyses as age proxies

(2011) Ralph Böhlert et al.   CATENA

Determination of the geochemical weathering indices and trace elements content of new volcanic ash deposits from Mt. Talang (West Sumatra) Indonesia

(2011) D. Fiantis et al.   EURASIAN SOIL SCIENCE

Evaluation of conservative lithogenic elements (Ti, Zr, Al, and Rb) to study anthropogenic element enrichments in lake sediments

(2011) Xavier Boës et al.   JOURNAL OF PALEOLIMNOLOGY

Effective watershed management; Case study of Urmia Lake, Iran

(2011) Mahdi Zarghami   LAKE AND RESERVOIR MANAGEMENT

Environmental impacts of desalination on the ecology of Lake Urmia

(2010) Abdolreza Karbassi et al.   JOURNAL OF GREAT LAKES RESEARCH

Assessing parent material uniformity of a red and black soil complex in the landscapes

(2009) Markus Anda et al.   CATENA