Salinity intrusion prediction using remote sensing and machine learning in data-limited regions: A case study in Vietnam's Mekong Delta

Soil Salinity Mapping Using Machine Learning Algorithms with the Sentinel-2 MSI in Arid Areas, China

(2021) Jiaqiang Wang et al.   Remote Sensing

Monitoring land use and soil salinity changes in coastal landscape: a case study from Senegal

(2021) Sophie Thiam et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Hybrid variable selection strategy coupled with random forest (RF) for quantitative analysis of methanol in methanol-gasoline via Raman spectroscopy

(2021) Maogang Li et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

A novel approach based on Grasshopper optimization algorithm for medical image fusion

(2021) Phu-Hung Dinh   EXPERT SYSTEMS WITH APPLICATIONS

An automated deep learning convolutional neural network algorithm applied for soil salinity distribution mapping in Lake Urmia, Iran

(2021) Mohammad Kazemi Garajeh et al.   SCIENCE OF THE TOTAL ENVIRONMENT

An optimal search for neural network parameters using the Salp swarm optimization algorithm: a landslide application

(2020) Huu-Duy Nguyen et al.   Remote Sensing Letters

Soil salinity assessment by using near-infrared channel and Vegetation Soil Salinity Index derived from Landsat 8 OLI data: a case study in the Tra Vinh Province, Mekong Delta, Vietnam

(2020) Kim-Anh Nguyen et al.   Progress in Earth and Planetary Science

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

Shallow Landslide Susceptibility Mapping by Random Forest Base Classifier and Its Ensembles in a Semi-Arid Region of Iran

(2020) Viet-Ha Nhu et al.   Forests

An effect of chaos grasshopper optimization algorithm for protection of network infrastructure

(2020) Shubhra Dwivedi et al.   Computer Networks

Novel Ensembles of Deep Learning Neural Network and Statistical Learning for Flash-Flood Susceptibility Mapping

(2020) Romulus Costache et al.   Water

Role of biochar and organic substrates in enhancing the functional characteristics and microbial community in a saline soil

(2020) M.R.K. Manasa et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Soil Salinity Assessment in Irrigated Paddy Fields of the Niger Valley Using a Four-Year Time Series of Sentinel-2 Satellite Images

(2020) Issaka Moussa et al.   Remote Sensing

River Water Salinity Prediction Using Hybrid Machine Learning Models

(2020) Assefa M. Melesse et al.   Water

A comparative analysis of statistical and machine learning techniques for mapping the spatial distribution of groundwater salinity in a coastal aquifer

(2020) Hossein Sahour et al.   JOURNAL OF HYDROLOGY

Salt dome related soil salinity in southern Iran: Prediction and mapping with averaging machine learning models

(2020) Fatemeh Abedi et al.   LAND DEGRADATION & DEVELOPMENT

Integrating Remote Sensing and Landscape Characteristics to Estimate Soil Salinity Using Machine Learning Methods: A Case Study from Southern Xinjiang, China

(2020) Nan Wang et al.   Remote Sensing

Soil Salinity Mapping Using SAR Sentinel-1 Data and Advanced Machine Learning Algorithms: A Case Study at Ben Tre Province of the Mekong River Delta (Vietnam)

(2019) Pham Hoa 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

Design and implementation of a hybrid MLP-FFA model for soil salinity prediction

(2019) Nastaran Pouladi et al.   Environmental Earth Sciences

The implementation of univariable scheme-based air temperature for solar radiation prediction: New development of dynamic evolving neural-fuzzy inference system model

(2019) Ozgur Kisi et al.   APPLIED ENERGY

High-resolution mapping of flood and salinity risks for rice production in the Vietnamese Mekong Delta

(2019) Reiner Wassmann et al.   FIELD CROPS RESEARCH

Spatial distribution and genesis of salt on the saline playa at Qehan Lake, Inner Mongolia, China

(2019) Lijing Han et al.   CATENA

GNSS-R Soil Moisture Retrieval Based on a XGboost Machine Learning Aided Method: Performance and Validation

(2019) Yan Jia et al.   Remote Sensing

Method for predicting soil salinity concentrations in croplands based on machine learning and remote sensing techniques

(2019) Nurmemet Erkin et al.   Journal of Applied Remote Sensing

Global mapping of soil salinity change

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

Landslide Susceptibility Assessment by Novel Hybrid Machine Learning Algorithms

(2019) Pham et al.   Sustainability

Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics

(2019) Tong He et al.   NEUROIMAGE

Examining spatiotemporal salinity dynamics in the Mekong River Delta using Landsat time series imagery and a spatial regression approach

(2019) Thuong V. Tran et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Verification of novel integrations of swarm intelligence algorithms into deep learning neural network for flood susceptibility mapping

(2019) Quang-Thanh Bui et al.   JOURNAL OF HYDROLOGY

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

An Assessment of the Spatial and Temporal Distribution of Soil Salinity in Combination with Field and Satellite Data: A Case Study in Sujawal District

(2019) Kashif Ali Solangi et al.   Agronomy-Basel

Grasshopper optimization algorithm based two stage fuzzy multiobjective approach for optimum sizing and placement of distributed generations, shunt capacitors and electric vehicle charging stations

(2019) Srinivasa Rao Gampa et al.   Journal of Energy Storage

Validating the use of MODIS time series for salinity assessment over agricultural soils in California, USA

(2018) Kristen Whitney et al.   ECOLOGICAL INDICATORS

Internet of energy-based demand response management scheme for smart homes and PHEVs using SVM

(2018) Anish Jindal et al.   Future Generation Computer Systems-The International Journal of eScience

Effective Sequential Classifier Training for SVM-Based Multitemporal Remote Sensing Image Classification

(2018) Yiqing Guo et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Remote sensing techniques to predict salinity intrusion: application for a data-poor area of the coastal Mekong Delta, Vietnam

(2018) Phuong T.B Nguyen et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

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

(2018) Jie Peng et al.   GEODERMA

Quantitative assessment of soil salinity using multi-source remote sensing data based on the support vector machine and artificial neural network

(2018) Hong Jiang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Prediction of Consumptive Use Under Different Soil Moisture Content and Soil Salinity Conditions Using Artificial Neural Network Models

(2018) Yanbing Qi et al.   IRRIGATION AND DRAINAGE

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

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

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

(2017) Divan Vermeulen et al.   GEODERMA

Landsat-8 vs. Sentinel-2: examining the added value of sentinel-2’s red-edge bands to land-use and land-cover mapping in Burkina Faso

(2017) Gerald Forkuor et al.   GIScience & Remote Sensing

Research in Financial Time Series Forecasting with SVM: Contributions from Literature

(2017) Johana Jaramillo et al.   IEEE Latin America Transactions

Soil Moisture Estimation by SAR in Alpine Fields Using Gaussian Process Regressor Trained by Model Simulations

(2017) Jelena Stamenkovic 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

Noniterative Deep Learning: Incorporating Restricted Boltzmann Machine Into Multilayer Random Weight Neural Networks

(2017) Xi-Zhao Wang et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Variable selection and prediction of uniaxial compressive strength and modulus of elasticity by random forest

(2017) S.S. Matin et al.   APPLIED SOFT COMPUTING

High Resolution Mapping of Soil Properties Using Remote Sensing Variables in South-Western Burkina Faso: A Comparison of Machine Learning and Multiple Linear Regression Models

(2017) Gerald Forkuor et al.   PLoS One

Comprehensive study of the biophysical parameters of agricultural crops based on assessing Landsat 8 OLI and Landsat 7 ETM+ vegetation indices

(2016) Nima Ahmadian et al.   GIScience & Remote Sensing

Projections of on-farm salinity in coastal Bangladesh

(2015) D. Clarke et al.   Environmental Science-Processes & Impacts

The Economic Costs of Climate Change: A Multi-Sector Impact Assessment for Vietnam

(2015) Channing Arndt et al.   Sustainability

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

Mapping and Modelling Spatial Variation in Soil Salinity in the Al Hassa Oasis Based on Remote Sensing Indicators and Regression Techniques

(2014) Amal Allbed et al.   Remote Sensing

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

(2011) Moncef Bouaziz et al.   COMPTES RENDUS GEOSCIENCE

Global sensitivity analysis of large-scale numerical landslide models based on Gaussian-Process meta-modeling

(2011) Jeremy Rohmer et al.   COMPUTERS & GEOSCIENCES

The use of remote sensing in soil and terrain mapping — A review

(2011) V.L. Mulder et al.   GEODERMA