Minimizing vegetation influence on soil salinity mapping with novel bare soil pixels from multi-temporal images

A dynamic normalized difference index for estimating soil organic matter concentration using visible and near-infrared spectroscopy

(2023) Jianfei Cao et al.   ECOLOGICAL INDICATORS

Upscaling remote sensing inversion and dynamic monitoring of soil salinization in the Yellow River Delta, China

(2023) Yinshuai Li et al.   ECOLOGICAL INDICATORS

Mapping Brazilian soil mineralogy using proximal and remote sensing data

(2023) Nícolas Augusto Rosin et al.   GEODERMA

Extraction of reflectance spectra features for estimation of surface, subsurface, and profile soil properties

(2022) Peng Zhou et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Revitalizing coastal saline-alkali soil with biochar application for improved crop growth

(2022) Liqiang Cui et al.   ECOLOGICAL ENGINEERING

Mapping the annual dynamics of land cover in Beijing from 2001 to 2020 using Landsat dense time series stack

(2022) Shuai Xie et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Spatio-temporal differentiation and policy optimization of ecological well-being in the Yellow River Delta high-efficiency eco-economic zone

(2022) Jintao Li et al.   Journal of Cleaner Production

Using soil library hyperspectral reflectance and machine learning to predict soil organic carbon: Assessing potential of airborne and spaceborne optical soil sensing

(2022) Sheng Wang et al.   REMOTE SENSING OF ENVIRONMENT

Field-scale spatial correlation between soil and Vis-NIR spectra in the Cerrado biome of Central Brazil

(2022) José Francirlei de Oliveira et al.   Geoderma Regional

Soil organic matter and clay predictions by laboratory spectroscopy: Data spatial correlation

(2022) Daniely Vaz da Silva-Sangoi et al.   Geoderma Regional

Improving remote sensing of salinity on topsoil with crop residues using novel indices of optical and microwave bands

(2022) Nan Wang et al.   GEODERMA

Towards spatially continuous mapping of soil organic carbon in croplands using multitemporal Sentinel-2 remote sensing

(2022) Pu Shi et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Estimating soil salinity using Gaofen-2 imagery: A novel application of combined spectral and textural features

(2022) Han Yang et al.   ENVIRONMENTAL RESEARCH

Mean spectral reflectance from bare soil pixels along a Landsat-TM time series to increase both the prediction accuracy of soil clay content and mapping coverage

(2021) Anis Gasmi et al.   GEODERMA

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

Regional suitability prediction of soil salinization based on remote-sensing derivatives and optimal spectral index

(2021) Zheng Wang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Predictive soil mapping using historic bare soil composite imagery and legacy soil survey data

(2021) P.T. Sorenson et al.   GEODERMA

Achieving joint calibration of soil Vis-NIR spectra across instruments, soil types and properties by an attention-based spectra encoding-spectra/property decoding architecture

(2021) Tong Lei et al.   GEODERMA

Modelling soil salinity effects on salt water uptake and crop growth using a modified denitrification-decomposition model: A phytoremediation approach

(2021) Syed Hamid Hussain Shah et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Estimating near-infrared reflectance of vegetation from hyperspectral data

(2021) Yelu Zeng et al.   REMOTE SENSING OF ENVIRONMENT

Estimation of rice plant potassium accumulation based on non-negative matrix factorization using hyperspectral reflectance

(2020) Jingshan Lu et al.   PRECISION AGRICULTURE

Inversion of soil salinity according to different salinization grades using multi-source remote sensing

(2020) Danyang Wang et al.   Geocarto International

When does stratification of a subtropical soil spectral library improve predictions of soil organic carbon content?

(2020) Jean Michel Moura-Bueno et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Soil variability and quantification based on Sentinel-2 and Landsat-8 bare soil images: A comparison

(2020) Nélida Elizabet Quiñonez Silvero et al.   REMOTE SENSING OF ENVIRONMENT

Improving the spatial prediction of soil salinity in arid regions using wavelet transformation and support vector regression models

(2020) Ruhollah Taghizadeh-Mehrjardi et al.   GEODERMA

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

(2020) Kamal Nabiollahi et al.   GEODERMA

Quantitative Estimation of Soil Salinity Using UAV-Borne Hyperspectral and Satellite Multispectral Images

(2019) Jie Hu et al.   Remote Sensing

Successive simulations of soil water-heat-salt transport in one whole year of agriculture after different mulching treatments and autumn irrigation

(2019) Xinghang Lu et al.   GEODERMA

Estimating the soil salinity over partially vegetated surfaces from multispectral remote sensing image using non-negative matrix factorization

(2019) Ya Liu et al.   GEODERMA

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

Mapping coastal wetland soil salinity in different seasons using an improved comprehensive land surface factor system

(2019) Yuan Chi et al.   ECOLOGICAL INDICATORS

Salinity stress effects on transpiration and plant growth under different salinity soil levels based on thermal infrared remote (TIR) technique

(2019) Fei Tian et al.   GEODERMA

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

(2018) Kristen Whitney et al.   ECOLOGICAL INDICATORS

A geostatistical Vis-NIR spectroscopy index to assess the incipient soil salinization in the Neretva River valley, Croatia

(2018) Monika Zovko et al.   GEODERMA

Hyperspectral sensing of heavy metals in soil and vegetation: Feasibility and challenges

(2018) Fenghe Wang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Geospatial Soil Sensing System (GEOS3): A powerful data mining procedure to retrieve soil spectral reflectance from satellite images

(2018) José Alexandre Melo Demattê et al.   REMOTE SENSING OF ENVIRONMENT

Mapping forest change using stacked generalization: An ensemble approach

(2018) Sean P. Healey et al.   REMOTE SENSING OF ENVIRONMENT

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

Soil organic carbon and texture retrieving and mapping using proximal, airborne and Sentinel-2 spectral imaging

(2018) Asa Gholizadeh et al.   REMOTE SENSING OF ENVIRONMENT

Minimizing soil moisture variations in multi-temporal airborne imaging spectrometer data for digital soil mapping

(2018) Sanne Diek et al.   GEODERMA

An overview and comparison of machine-learning techniques for classification purposes in digital soil mapping

(2016) Brandon Heung et al.   GEODERMA

Semi-blind source separation for the estimation of the clay content over semi-vegetated areas using VNIR/SWIR hyperspectral airborne data

(2016) W. Ouerghemmi et al.   REMOTE SENSING OF ENVIRONMENT

Predicting Soil Salt Content Over Partially Vegetated Surfaces Using Non-Negative Matrix Factorization

(2015) Ya Liu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Feature Selection with theBorutaPackage

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

Effects of straw mulch and buried straw on soil moisture and salinity in relation to sunflower growth and yield

(2014) Yonggan Zhao et al.   FIELD CROPS RESEARCH

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

Effect of preceding rainfall on sediment, nutrients, and bacteria in runoff from biosolids and mineral fertilizer applied to a hayfield in a mountainous region

(2013) C.B. Wallace et al.   AGRICULTURAL WATER MANAGEMENT

Prediction of soil organic carbon content by diffuse reflectance spectroscopy using a local partial least square regression approach

(2013) Marco Nocita et al.   SOIL BIOLOGY & BIOCHEMISTRY

Incorporating legacy soil data to minimize errors in salinity change detection: a case study of Darab Plain, Iran

(2012) Mojtaba Pakparvar et al.   INTERNATIONAL JOURNAL OF 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