Digital mapping of zinc in urban topsoil using multisource geospatial data and random forest

Deep learning-based remote and social sensing data fusion for urban region function recognition

(2020) Rui Cao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Geo-detection of factors controlling spatial patterns of heavy metals in urban topsoil using multi-source data

(2018) Tiezhu Shi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Portraying Urban Functional Zones by Coupling Remote Sensing Imagery and Human Sensing Data

(2018) Wei Tu et al.   Remote Sensing

Recent progress and future prospect of digital soil mapping: A review

(2017) Gan-lin ZHANG et al.   Journal of Integrative Agriculture

Predictive geochemical mapping using environmental correlation

(2016) John Wilford et al.   APPLIED GEOCHEMISTRY

A measure of spatial stratified heterogeneity

(2016) Jin-Feng Wang et al.   ECOLOGICAL INDICATORS

Spatial pattern of heavy metals accumulation risk in urban soils of Beijing and its influencing factors

(2016) Rui Liu et al.   ENVIRONMENTAL POLLUTION

A Bilevel Scale-Sets Model for Hierarchical Representation of Large Remote Sensing Images

(2016) Zhongwen Hu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Identification of soil heavy metal sources and improvement in spatial mapping based on soil spectral information: A case study in northwest China

(2016) Tao Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Rapid identification of soil cadmium pollution risk at regional scale based on visible and near-infrared spectroscopy

(2015) Tao Chen et al.   ENVIRONMENTAL POLLUTION

Digital Soil Mapping Using Artificial Neural Networks and Terrain-Related Attributes

(2015) Mohsen BAGHERI BODAGHABADI et al.   PEDOSPHERE

On the quantitative relationships between environmental parameters and heavy metals pollution in Mediterranean soils using GIS regression-trees: The case study of Lebanon

(2014) R. Bou Kheir et al.   JOURNAL OF GEOCHEMICAL EXPLORATION

Multivariate and geostatistical analyses of the spatial distribution and sources of heavy metals in agricultural soil in Dehui, Northeast China

(2013) Chongyu Sun et al.   CHEMOSPHERE

Mapping gamma radiation and its uncertainty from weathering products in a Tasmanian landscape with a proximal sensor and random forest kriging

(2013) Raphael A. Viscarra Rossel et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Regional scale mapping of soil properties and their uncertainty with a large number of satellite-derived covariates

(2013) Laura Poggio et al.   GEODERMA

The Dokuchaev hypothesis as a basis for predictive digital soil mapping (on the 125th anniversary of its publication)

(2012) I. V. Florinsky   EURASIAN SOIL SCIENCE

A geographically weighted regression kriging approach for mapping soil organic carbon stock

(2012) Sandeep Kumar et al.   GEODERMA

Spatial distribution and pollution assessment of heavy metals in urban soils from southwest China

(2012) Guanghui Guo et al.   JOURNAL OF ENVIRONMENTAL SCIENCES

Soil texture mapping over low relief areas using land surface feedback dynamic patterns extracted from MODIS

(2011) Feng Liu et al.   GEODERMA

Trace metal contamination in urban soils of China

(2011) Xiao-san Luo et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Comparing mapping approaches at subcatchment scale in northern Thailand with emphasis on the Maximum Likelihood approach

(2010) Ulrich Schuler et al.   CATENA

Spatial distribution of heavy metal concentrations in urban, suburban and agricultural soils in a Mediterranean city of Algeria

(2010) S. Maas et al.   ENVIRONMENTAL POLLUTION

Geographical Detectors‐Based Health Risk Assessment and its Application in the Neural Tube Defects Study of the Heshun Region, China

(2010) Jin‐Feng Wang et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Digital mapping of soil organic matter stocks using Random Forest modeling in a semi-arid steppe ecosystem

(2010) Martin Wiesmeier et al.   PLANT AND SOIL

A review of heavy metal contaminations in urban soils, urban road dusts and agricultural soils from China

(2009) Binggan Wei et al.   MICROCHEMICAL JOURNAL

Heavy metals in European soils: A geostatistical analysis of the FOREGS Geochemical database

(2008) Luis Rodríguez Lado et al.   GEODERMA

SUITMA—soils in urban, industrial, traffic, mining and military areas

(2008) Jean-Louis Morel et al.   JOURNAL OF SOILS AND SEDIMENTS