Estimation of Soil Salt Content at Different Depths Using UAV Multi-Spectral Remote Sensing Combined with Machine Learning Algorithms

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

(2023) Yinshuai Li et al.   ECOLOGICAL INDICATORS

Exploring PlanetScope Satellite Capabilities for Soil Salinity Estimation and Mapping in Arid Regions Oases

(2023) Jiao Tan et al.   Remote Sensing

Estimating soil salinity under sunflower cover in the Hetao Irrigation District based on unmanned aerial vehicle remote sensing

(2022) Xin Cui et al.   LAND DEGRADATION & DEVELOPMENT

Predicting the contents of soil salt and major water-soluble ions with fractional-order derivative spectral indices and variable selection

(2021) Congcong Lao et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Estimation of Soil Salt and Ion Contents Based on Hyperspectral Remote Sensing Data: A Case Study of Baidunzi Basin, China

(2021) Libing Wang et al.   Water

The mean value of gaussian distribution of excess green index: A new crop water stress indicator

(2021) Liyuan Zhang et al.   AGRICULTURAL WATER MANAGEMENT

Assimilation of LAI Derived from UAV Multispectral Data into the SAFY Model to Estimate Maize Yield

(2021) Xingshuo Peng et al.   Remote Sensing

Evaluating the sensitivity of water stressed maize chlorophyll and structure based on UAV derived vegetation indices

(2021) Liyuan Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Extraction of Sunflower Lodging Information Based on UAV Multi-Spectral Remote Sensing and Deep Learning

(2021) Guang Li et al.   Remote Sensing

Recognizing Zucchinis Intercropped with Sunflowers in UAV Visible Images Using an Improved Method Based on OCRNet

(2021) Shenjin Huang et al.   Remote Sensing

Spatial and temporal patterns of soil salinization in shallow groundwater environments of the Bahía Blanca estuary: Influence of topography and land use

(2021) Carla Celleri et al.   LAND DEGRADATION & DEVELOPMENT

Improving Estimates of Soil Salt Content by Using Two-Date Image Spectral Changes in Yinbei, China

(2021) Xibo Xu et al.   Remote Sensing

Multi-algorithm comparison for predicting soil salinity

(2020) Fei Wang et al.   GEODERMA

Quantitative Estimation of Soil Salinization in an Arid Region of the Keriya Oasis Based on Multidimensional Modeling

(2020) Nijat Kasim et al.   Water

Estimation of soil salt content by combining UAV-borne multispectral sensor and machine learning algorithms

(2020) Guangfei Wei et al.   PeerJ

New empirical equation to estimate the soil moisture content based on thermal properties using machine learning techniques

(2020) Oluseun A. Sanuade et al.   Arabian Journal of Geosciences

Monitoring properties of the salt-affected soils by multivariate analysis of the visible and near-infrared hyperspectral data

(2020) Gopal Ramdas Mahajan et al.   CATENA

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

(2019) Jie Hu et al.   Remote Sensing

Mapping Maize Water Stress Based on UAV Multispectral Remote Sensing

(2019) Liyuan Zhang et al.   Remote Sensing

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

(2019) Lijing Han et al.   CATENA

Vineyard water status estimation using multispectral imagery from an UAV platform and machine learning algorithms for irrigation scheduling management

(2018) Maria Romero et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Monitoring soil lead and zinc contents via combination of spectroscopy with extreme learning machine and other data mining methods

(2018) Vahid Khosravi et al.   GEODERMA

A WFS-SVM Model for Soil Salinity Mapping in Keriya Oasis, Northwestern China Using Polarimetric Decomposition and Fully PolSAR Data

(2018) Ilyas Nurmemet et al.   Remote Sensing

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

(2018) Jie Peng et al.   GEODERMA

UAV based soil salinity assessment of cropland

(2018) Konstantin Ivushkin et al.   GEODERMA

New methods for improving the remote sensing estimation of soil organic matter content (SOMC) in the Ebinur Lake Wetland National Nature Reserve (ELWNNR) in northwest China

(2018) Xiaoping Wang et al.   REMOTE SENSING OF ENVIRONMENT

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

Estimating Soil Salinity Under Various Moisture Conditions: An Experimental Study

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

Artificial Neural Network to Predict Vine Water Status Spatial Variability Using Multispectral Information Obtained from an Unmanned Aerial Vehicle (UAV)

(2017) Tomas Poblete et al.   SENSORS

UAVs as remote sensing platform in glaciology: Present applications and future prospects

(2016) Anshuman Bhardwaj et al.   REMOTE SENSING OF ENVIRONMENT

Estimating the soil clay content and organic matter by means of different calibration methods of vis-NIR diffuse reflectance spectroscopy

(2016) Said Nawar et al.   SOIL & TILLAGE RESEARCH

Modeling of soil salinity within a semi-arid region using spectral analysis

(2015) Hela Triki Fourati et al.   Arabian Journal of Geosciences

Data driven soft sensor development for complex chemical processes using extreme learning machine

(2015) Yan-Lin He et al.   CHEMICAL ENGINEERING RESEARCH & DESIGN

Soil salinity prediction in the Lower Cheliff plain (Algeria) based on remote sensing and topographic feature analysis

(2015) Ibrahim Yahiaoui et al.   Journal of Arid Land

Monitoring Soil Salinization in Keriya River Basin, Northwestern China Using Passive Reflective and Active Microwave Remote Sensing Data

(2015) Ilyas Nurmemet et al.   Remote Sensing

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

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

Digital mapping of soil salinity in Ardakan region, central Iran

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