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

Soil salinity analysis of Urmia Lake Basin using Landsat-8 OLI and Sentinel-2A based spectral indices and electrical conductivity measurements

(2020) Taha Gorji et al.   ECOLOGICAL INDICATORS

Model averaging for mapping topsoil organic carbon in France

(2020) Songchao Chen et al.   GEODERMA

Multi-algorithm comparison for predicting soil salinity

(2020) Fei Wang et al.   GEODERMA

Coastal Wetland Mapping Using Ensemble Learning Algorithms: A Comparative Study of Bagging, Boosting and Stacking Techniques

(2020) Li Wen et al.   Remote Sensing

Climate change impacts on soil salinity in agricultural areas

(2020) Dennis L. Corwin   EUROPEAN JOURNAL OF SOIL SCIENCE

Google Earth Engine for geo-big data applications: A meta-analysis and systematic review

(2020) Haifa Tamiminia et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Estimating soil salinity with different fractional vegetation cover using remote sensing

(2020) Junrui Zhang et al.   LAND DEGRADATION & DEVELOPMENT

Long-term monitoring of soil salinity in a semi-arid environment of Turkey

(2020) Erhan Akça et al.   CATENA

Assessing Climate Change Impact on Soil Salinity Dynamics between 1987–2017 in Arid Landscape Using Landsat TM, ETM+ and OLI Data

(2020) Abderrazak Bannari et al.   Remote Sensing

Estimation of soil salt content using machine learning techniques based on remote-sensing fractional derivatives, a case study in the Ebinur Lake Wetland National Nature Reserve, Northwest China

(2020) Zheng Wang et al.   ECOLOGICAL INDICATORS

Soil salinization management for sustainable development: A review

(2020) Ajay Singh   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Predicting long-term dynamics of soil salinity and sodicity on a global scale

(2020) Amirhossein Hassani et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Temporal-spatial variations and influencing factors of Lakes in inland arid areas from 2000 to 2017: a case study in Xinjiang

(2019) Yang Jin-Ming et al.   Geomatics Natural Hazards & Risk

Stable classification with limited sample: transferring a 30-m resolution sample set collected in 2015 to mapping 10-m resolution global land cover in 2017

(2019) Peng Gong et al.   Science Bulletin

Dual Activation Function-Based Extreme Learning Machine (ELM) for Estimating Grapevine Berry Yield and Quality

(2019) Matthew Maimaitiyiming et al.   Remote Sensing

Comparing Sentinel-2 MSI and Landsat 8 OLI in soil salinity detection: a case study of agricultural lands in coastal North Carolina

(2019) E. Davis et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Geospatial data mining for digital raster mapping

(2019) Wylie et al.   GIScience & Remote Sensing

Soil moisture and salinity as main drivers of soil respiration across natural xeromorphic vegetation and agricultural lands in an arid desert region

(2019) Xiao-Dong Yang et al.   CATENA

Mapping dynamics of soil organic matter in croplands with MODIS data and machine learning algorithms

(2019) Di Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Global mapping of soil salinity change

(2019) Konstantin Ivushkin et al.   REMOTE SENSING OF ENVIRONMENT

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

Updated information on soil salinity in a typical oasis agroecosystem and desert-oasis ecotone: Case study conducted along the Tarim River, China

(2019) Yang Wei et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Optimizing water resources allocation and soil salinity control for supporting agricultural and environmental sustainable development in Central Asia

(2019) Y.F. Zhang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Coping with salinity in irrigated agriculture: Crop evapotranspiration and water management issues

(2019) P.S. Minhas et al.   AGRICULTURAL WATER MANAGEMENT

Remote sensing for agricultural applications: A meta-review

(2019) M. Weiss et al.   REMOTE SENSING OF ENVIRONMENT

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

Optimization of irrigation management: A multi-objective approach based on crop yield, growth, evapotranspiration, water use efficiency and soil salinity

(2019) Mahmood Mahmoodi-Eshkaftaki et al.   JOURNAL OF CLEANER PRODUCTION

Model averaging in ecology: a review of Bayesian, information-theoretic, and tactical approaches for predictive inference

(2018) Carsten F. Dormann et al.   ECOLOGICAL MONOGRAPHS

Estimation of soil salt content (SSC) in the Ebinur Lake Wetland National Nature Reserve (ELWNNR), Northwest China, based on a Bootstrap-BP neural network model and optimal spectral indices

(2018) Xiaoping Wang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Quantitative estimation of soil salinity by means of different modeling methods and visible-near infrared (VIS–NIR) spectroscopy, Ebinur Lake Wetland, Northwest China

(2018) Jingzhe Wang et al.   PeerJ

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

(2018) Jie Peng et al.   GEODERMA

Cropland Soil Salinization and Associated Hydrology: Trends, Processes and Examples

(2018) Nachshon Uri   Water

Baseline map of soil organic carbon in Tibet and its uncertainty in the 1980s

(2018) Y. Zhou et al.   GEODERMA

Soil salinization of cultivated land in Shandong Province, China-Dynamics during the past 40 years

(2018) Yang Xiao et al.   LAND DEGRADATION & DEVELOPMENT

Assessing and predicting changes of the ecosystem service values based on land use/cover change in Ebinur Lake Wetland National Nature Reserve, Xinjiang, China

(2018) Fei Zhang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A high-resolution map of soil pH in China made by hybrid modelling of sparse soil data and environmental covariates and its implications for pollution

(2018) Songchao Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Estimating lead and zinc concentrations in peri-urban agricultural soils through reflectance spectroscopy: Effects of fractional-order derivative and random forest

(2018) Yongsheng Hong et al.   SCIENCE OF THE TOTAL ENVIRONMENT

National digital soil map of organic matter in topsoil and its associated uncertainty in 1980's China

(2018) Zongzheng Liang et al.   GEODERMA

Characterizing and modeling regional-scale variations in soil salinity in the arid oasis of Tarim Basin, China

(2017) Ligang Ma et al.   GEODERMA

Estimating Soil Salinity Under Various Moisture Conditions: An Experimental Study

(2017) Xiguang Yang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Satellite Thermography for Soil Salinity Assessment of Cropped Areas in Uzbekistan

(2017) Konstantin Ivushkin et al.   LAND DEGRADATION & DEVELOPMENT

The optical trapezoid model: A novel approach to remote sensing of soil moisture applied to Sentinel-2 and Landsat-8 observations

(2017) Morteza Sadeghi et al.   REMOTE SENSING OF ENVIRONMENT

Soil Salinity: A Threat to Global Food Security

(2016) Kirsten Butcher et al.   AGRONOMY JOURNAL

Achieving sustainable irrigation requires effective management of salts, soil salinity, and shallow groundwater

(2015) Dennis Wichelns et al.   AGRICULTURAL WATER MANAGEMENT

Do more detailed environmental covariates deliver more accurate soil maps?

(2015) A. Samuel-Rosa et al.   GEODERMA

Feature Selection with theBorutaPackage

(2015) Miron B. Kursa et al.   Journal of Statistical Software

Monitoring and evaluating spatial variability of soil salinity in dry and wet seasons in the Werigan–Kuqa Oasis, China, using remote sensing and electromagnetic induction instruments

(2014) Jianli Ding et al.   GEODERMA

Using model averaging to combine soil property rasters from legacy soil maps and from point data

(2014) Brendan P. Malone et al.   GEODERMA

Baseline map of organic carbon in Australian soil to support national carbon accounting and monitoring under climate change

(2014) Raphael A. Viscarra Rossel et al.   GLOBAL CHANGE BIOLOGY

Soil Salinity Mapping by Multiscale Remote Sensing in Mesopotamia, Iraq

(2014) Weicheng Wu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Soil salinization research in China: Advances and prospects

(2014) Jianguo Li et al.   Journal of Geographical Sciences

Digital mapping of soil salinity in Ardakan region, central Iran

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

VSDI: a visible and shortwave infrared drought index for monitoring soil and vegetation moisture based on optical remote sensing

(2013) Ning Zhang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Effects of error covariance structure on estimation of model averaging weights and predictive performance

(2013) Dan Lu et al.   WATER RESOURCES RESEARCH

Land exploitation resulting in soil salinization in a desert–oasis ecotone

(2012) Yugang Wang et al.   CATENA

Soil salinity decreases global soil organic carbon stocks

(2012) Raj Setia et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Classification and regression trees

(2011) Wei-Yin Loh   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Development of a two-band enhanced vegetation index without a blue band

(2008) Z JIANG et al.   REMOTE SENSING OF ENVIRONMENT