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

Application of hybrid ANN-whale optimization model in evaluation of the field capacity and the permanent wilting point of the soils

(2020) Babak Vaheddoost et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Improving Component Substitution Pan-Sharpening Through Refinement of the Injection Detail

(2020) Xiaohua Li et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Spatiotemporal dynamics of ecosystem services provision in a degraded ecosystem: A systematic assessment in the Lake Urmia basin, Iran

(2020) Khadijeh Rahimi Balkanlou et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Modeling daily reference evapotranspiration via a novel approach based on support vector regression coupled with whale optimization algorithm

(2020) Babak Mohammadi et al.   AGRICULTURAL WATER MANAGEMENT

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

(2020) Erhan Akça et al.   CATENA

Derivation of salt content in salinized soil from hyperspectral reflectance data: A case study at Minqin Oasis, Northwest China

(2019) Tana Qian et al.   Journal of Arid Land

Detailed urban surface characterization using spectra from enhanced spatial resolution Sentinel-2 imagery and a hierarchical multiple endmember spectral mixture analysis approach

(2019) Dimitra Tzelidi et al.   Journal of Applied Remote Sensing

Simulation of daily suspended sediment load using an improved model of support vector machine and genetic algorithms and particle swarm

(2019) Mitra Rahgoshay et al.   Arabian Journal of Geosciences

Hybrid Support Vector Machine Optimization Model for Prediction of Energy Consumption of Cutter Head Drives in Shield Tunneling

(2019) Cheng Zhou et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Application of particle swarm optimization to the estimation of the TSInSAR deformation parameter

(2019) Feiyang Xue et al.   Remote Sensing Letters

Extracting soil salinization information with a fractional-order filtering algorithm and grid-search support vector machine (GS-SVM) model

(2019) Xiaoping Wang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Assessment of bio-inspired metaheuristic optimisation algorithms for estimating soil temperature

(2019) Roozbeh Moazenzadeh et al.   GEODERMA

Comparison of partial least square regression, support vector machine, and deep-learning techniques for estimating soil salinity from hyperspectral data

(2018) Wenzhi Zeng et al.   Journal of Applied Remote Sensing

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

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

Rhizobacterial communities of five co-occurring desert halophytes

(2018) Yan Li et al.   PeerJ

Mapping Soil Alkalinity and Salinity in Northern Songnen Plain, China with the HJ-1 Hyperspectral Imager Data and Partial Least Squares Regression

(2018) Lin Bai et al.   SENSORS

Estimation of the Fe and Cu Contents of the Surface Water in the Ebinur Lake Basin Based on LIBS and a Machine Learning Algorithm

(2018) Xianlong Zhang et al.   International Journal of Environmental Research and Public Health

Machine-learning-based quantitative estimation of soil organic carbon content by VIS/NIR spectroscopy

(2018) Jianli Ding et al.   PeerJ

Pixel-level image fusion: A survey of the state of the art

(2017) Shutao Li et al.   Information Fusion

Multispectral and Microwave Remote Sensing Models to Survey Soil Moisture and Salinity

(2017) Shoba Periasamy et al.   LAND DEGRADATION & DEVELOPMENT

Soil Salinity: A Threat to Global Food Security

(2016) Kirsten Butcher et al.   AGRONOMY JOURNAL

Drylands extent and environmental issues. A global approach

(2016) Remus Prăvălie   EARTH-SCIENCE REVIEWS

Satellite-based remote sensing of running water habitats at large riverscape scales: Tools to analyze habitat heterogeneity for river ecosystem management

(2016) F. Hugue et al.   GEOMORPHOLOGY

A review of remote sensing image fusion methods

(2016) Hassan Ghassemian   Information Fusion

Spatiotemporal monitoring of soil salinization in irrigated Tadla Plain (Morocco) using satellite spectral indices

(2016) Abderrazak El Harti et al.   International Journal of Applied Earth Observation and Geoinformation

Discrimination of tropical forest types, dominant species, and mapping of functional guilds by hyperspectral and simulated multispectral Sentinel-2 data

(2016) Gaia Vaglio Laurin et al.   REMOTE SENSING OF ENVIRONMENT

The threat of soil salinity: A European scale review

(2016) I.N. Daliakopoulos et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Developing and applying novel spectral feature parameters for classifying soil salt types in arid land

(2015) Pingbin Jin et al.   ECOLOGICAL INDICATORS

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

Estimating the land-surface temperature of pixels covered by clouds in MODIS products

(2014) Wenping Yu et al.   Journal of Applied Remote Sensing

Responses of runoff to climate change and human activities in the Ebinur Lake Catchment, western China

(2014) Junqiang Yao et al.   Water Resources

A comparison of sensor resolution and calibration strategies for soil texture estimation from hyperspectral remote sensing

(2013) R. Casa et al.   GEODERMA

Multilevel Image Segmentation Based on Fractional-Order Darwinian Particle Swarm Optimization

(2013) Pedram Ghamisi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Dust Unto Dust

(2013) M. C. Scholes et al.   SCIENCE

Hyperspectral Remote Sensing Data Analysis and Future Challenges

(2013) Jose M. Bioucas-Dias et al.   IEEE Geoscience and Remote Sensing Magazine

Fractional vegetation cover estimation in arid and semi-arid environments using HJ-1 satellite hyperspectral data

(2012) Xianfeng Zhang et al.   International Journal of Applied Earth Observation and Geoinformation

Diagnostic mapping of canopy nitrogen content in rice based on hyperspectral measurements

(2012) Yoshio Inoue et al.   REMOTE SENSING OF ENVIRONMENT

Fractional differential approach to detecting textural features of digital image and its fractional differential filter implementation

(2008) YiFei Pu et al.  

Evaluation of hyperspectral data for pasture estimate in the Brazilian Amazon using field and imaging spectrometers

(2007) I NUMATA et al.   REMOTE SENSING OF ENVIRONMENT