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

Radiometric Correction and 3D Integration of Long-Range Ground-Based Hyperspectral Imagery for Mineral Exploration of Vertical Outcrops

(2018) Sandra Lorenz et al.   Remote Sensing

An Automatic Random Forest-OBIA Algorithm for Early Weed Mapping between and within Crop Rows Using UAV Imagery

(2018) Ana de Castro 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

Land use and climate change effects on soil organic carbon in North and Northeast China

(2018) Yin Zhou et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Mapping Reflectance Anisotropy of a Potato Canopy Using Aerial Images Acquired with an Unmanned Aerial Vehicle

(2017) Peter Roosjen et al.   Remote Sensing

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

Predicting total dissolved salts and soluble ion concentrations in agricultural soils using portable visible near-infrared and mid-infrared spectrometers

(2016) Jie Peng et al.   BIOSYSTEMS ENGINEERING

Prediction of soil attributes using the Chinese soil spectral library and standardized spectra recorded at field conditions

(2016) Wenjun Ji et al.   SOIL & TILLAGE RESEARCH

Comparison of the EM38 and EM38-MK2 electromagnetic induction-based sensors for spatial soil analysis at field scale

(2015) K. Heil et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Detecting soil salinity with MODIS time series VI data

(2015) Ting-Ting Zhang et al.   ECOLOGICAL INDICATORS

A comparative assessment of support vector regression, artificial neural networks, and random forests for predicting and mapping soil organic carbon stocks across an Afromontane landscape

(2015) Kennedy Were et al.   ECOLOGICAL INDICATORS

Generating 3D hyperspectral information with lightweight UAV snapshot cameras for vegetation monitoring: From camera calibration to quality assurance

(2015) Helge Aasen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Reinforcement Learning Trees

(2015) Ruoqing Zhu et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Soil Salinity Retrieval from Advanced Multi-Spectral Sensor with Partial Least Square Regression

(2015) Xingwang Fan et al.   Remote Sensing

UAV Remote Sensing for Urban Vegetation Mapping Using Random Forest and Texture Analysis

(2015) Quanlong Feng et al.   Remote Sensing

Mapping Spatial Variability of Soil Salinity in a Coastal Paddy Field Based on Electromagnetic Sensors

(2015) Yan Guo et al.   PLoS One

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

Spatial leave-one-out cross-validation for variable selection in the presence of spatial autocorrelation

(2014) Kévin Le Rest et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Quantitative Model Based on Field-Derived Spectral Characteristics to Estimate Soil Salinity in Minqin County, China

(2014) Guojin Pang et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

Estimating soil salinity in Pingluo County of China using QuickBird data and soil reflectance spectra

(2013) Ayetiguli Sidike et al.   International Journal of Applied Earth Observation and Geoinformation

Application of digital soil mapping methods for identifying salinity management classes based on a study on coastal central China

(2013) Y. Guo et al.   SOIL USE AND MANAGEMENT

Processing and Assessment of Spectrometric, Stereoscopic Imagery Collected Using a Lightweight UAV Spectral Camera for Precision Agriculture

(2013) Eija Honkavaara et al.   Remote Sensing

High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm

(2012) Onisimo Mutanga et al.   International Journal of Applied Earth Observation and Geoinformation

Model-Based Integrated Methods for Quantitative Estimation of Soil Salinity from Hyperspectral Remote Sensing Data: A Case Study of Selected South African Soils

(2012) Z.E. MASHIMBYE et al.   PEDOSPHERE

Using hyperspectral vegetation indices as a proxy to monitor soil salinity

(2011) Ting-Ting Zhang et al.   ECOLOGICAL INDICATORS

Hyperspectral Satellite Data in Mapping Salt-Affected Soils Using Linear Spectral Unmixing Analysis

(2011) Gautam Ghosh et al.   Journal of the Indian Society of Remote Sensing

Comparison of Ordinary Kriging, Regression Kriging, and Cokriging Techniques to Estimate Soil Salinity Using LANDSAT Images

(2010) Ahmed A. Eldeiry et al.   JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING

Species, types, distribution, and economic potential of halophytes in China

(2010) Kefu Zhao et al.   PLANT AND SOIL

Thermal and Narrowband Multispectral Remote Sensing for Vegetation Monitoring From an Unmanned Aerial Vehicle

(2009) J. Berni et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spectral characteristics of salt-affected soils: A laboratory experiment

(2008) J. Farifteh et al.   GEODERMA

Salinity tolerance in halophytes*

(2008) Timothy J. Flowers et al.   NEW PHYTOLOGIST

Assessment of Unmanned Aerial Vehicles Imagery for Quantitative Monitoring of Wheat Crop in Small Plots

(2008) Camille Lelong et al.   SENSORS