Deep learning based regression for optically inactive inland water quality parameter estimation using airborne hyperspectral imagery

A CNN With Multiscale Convolution and Diversified Metric for Hyperspectral Image Classification

(2019) Zhiqiang Gong et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Regionally and Locally Adaptive Models for Retrieving Chlorophyll-a Concentration in Inland Waters From Remotely Sensed Multispectral and Hyperspectral Imagery

(2019) Min Xu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Caps-TripleGAN: GAN-Assisted CapsNet for Hyperspectral Image Classification

(2019) Xue Wang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Determination of optically inactive water quality variables using Landsat 8 data: A case study in Geshlagh reservoir affected by agricultural land use

(2019) Taleb Vakili et al.   JOURNAL OF CLEANER PRODUCTION

A convolutional neural network regression for quantifying cyanobacteria using hyperspectral imagery

(2019) JongCheol Pyo et al.   REMOTE SENSING OF ENVIRONMENT

Cloud detection algorithm for multi-modal satellite imagery using convolutional neural-networks (CNN)

(2019) Michal Segal-Rozenhaimer et al.   REMOTE SENSING OF ENVIRONMENT

An approach for retrieval of horizontal and vertical distribution of total suspended matter concentration from GOCI data over Lake Hongze

(2019) Shaohua Lei et al.   SCIENCE OF THE TOTAL ENVIRONMENT

High-Spatial Resolution Monitoring of Phycocyanin and Chlorophyll-a Using Airborne Hyperspectral Imagery

(2018) Jong Pyo et al.   Remote Sensing

Estimation of Colored Dissolved Organic Matter From Landsat-8 Imagery for Complex Inland Water: Case Study of Lake Huron

(2017) Jiang Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hyperspectral Image Classification Using Deep Pixel-Pair Features

(2017) Wei Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Mapping concentrations of surface water quality parameters using a novel remote sensing and artificial intelligence framework

(2017) Essam Sharaf El Din et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Remote sensing estimation of colored dissolved organic matter (CDOM) in optically shallow waters

(2017) Jiwei Li et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Hyperspectral image reconstruction by deep convolutional neural network for classification

(2017) Yunsong Li et al.   PATTERN RECOGNITION

Retrieval of Chlorophyll-a and Total Suspended Solids Using Iterative Stepwise Elimination Partial Least Squares (ISE-PLS) Regression Based on Field Hyperspectral Measurements in Irrigation Ponds in Higashihiroshima, Japan

(2017) Zuomin Wang et al.   Remote Sensing

A Comprehensive Review on Water Quality Parameters Estimation Using Remote Sensing Techniques

(2016) Mohammad Gholizadeh et al.   SENSORS

Are harmful algal blooms becoming the greatest inland water quality threat to public health and aquatic ecosystems?

(2015) Bryan W. Brooks et al.   ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY

A novel multi-parameter support vector machine for image classification

(2015) Ce Zhang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Improved capabilities of the Chinese high-resolution remote sensing satellite GF-1 for monitoring suspended particulate matter (SPM) in inland waters: Radiometric and spatial considerations

(2015) Jian Li et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Remote sensing of inland waters: Challenges, progress and future directions

(2015) Stephanie C.J. Palmer et al.   REMOTE SENSING OF ENVIRONMENT

Remote sensing of selected water-quality indicators with the hyperspectral imager for the coastal ocean (HICO) sensor

(2014) Darryl J. Keith et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Using in situ and Satellite Hyperspectral Data to Estimate the Surface Suspended Sediments Concentrations in the Pearl River Estuary

(2013) Qianguo Xing et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Support vector regression and synthetically mixed training data for quantifying urban land cover

(2013) Akpona Okujeni et al.   REMOTE SENSING OF ENVIRONMENT

Remote estimation of chlorophyll-a in turbid inland waters: Three-band model versus GA-PLS model

(2013) Kaishan Song et al.   REMOTE SENSING OF ENVIRONMENT

Airborne hyperspectral remote sensing to assess spatial distribution of water quality characteristics in large rivers: The Mississippi River and its tributaries in Minnesota

(2012) Leif G. Olmanson et al.   REMOTE SENSING OF ENVIRONMENT

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Support vector machines in water quality management

(2011) Kunwar P. Singh et al.   ANALYTICA CHIMICA ACTA

Hyperspectral Remote Sensing of Total Phosphorus (TP) in Three Central Indiana Water Supply Reservoirs

(2011) Kaishan Song et al.   WATER AIR AND SOIL POLLUTION

Support Vector Machines for classification and regression

(2009) Richard G. Brereton et al.   ANALYST

A Unified Model for Remotely Estimating Chlorophyll a in Lake Taihu, China, Based on SVM and In Situ Hyperspectral Data

(2009) Deyong Sun et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A simple semi-analytical model for remote estimation of chlorophyll-a in turbid waters: Validation

(2008) Anatoly A. Gitelson et al.   REMOTE SENSING OF ENVIRONMENT