Machine Learning Automatic Model Selection Algorithm for Oceanic Chlorophyll-a Content Retrieval

Evaluation of Feature Ranking and Regression Methods for Oceanic Chlorophyll-a Estimation

(2018) Katalin Blix et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Gaussian Process Sensitivity Analysis for Oceanic Chlorophyll Estimation

(2017) Katalin Blix et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Modeling of energy consumption and environmental life cycle assessment for incineration and landfill systems of municipal solid waste management - A case study in Tehran Metropolis of Iran

(2017) Ashkan Nabavi-Pelesaraei et al.   JOURNAL OF CLEANER PRODUCTION

A new approach for simulating and forecasting the rainfall-runoff process within the next two months

(2017) Mohamad Javad Alizadeh et al.   JOURNAL OF HYDROLOGY

Spectral band selection for vegetation properties retrieval using Gaussian processes regression

(2016) Jochem Verrelst et al.   International Journal of Applied Earth Observation and Geoinformation

Estimating crop chlorophyll content with hyperspectral vegetation indices and the hybrid inversion method

(2016) Liang Liang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

(2016) Mohammad Gholizadeh et al.   SENSORS

A Hybrid Double Feedforward Neural Network for Suspended Sediment Load Estimation

(2016) Xiao Yun Chen et al.   WATER RESOURCES MANAGEMENT

Application of a partial least-squares regression model to retrieve chlorophyll-a concentrations in coastal waters using hyper-spectral data

(2016) Kimberly Ryan et al.   Ocean Science Journal

Retrieval of phytoplankton and colored detrital matter absorption coefficients with remote sensing reflectance in an ultraviolet band

(2015) Jianwei Wei et al.   APPLIED OPTICS

Estimation of Chlorophyll-a Concentration and the Trophic State of the Barra Bonita Hydroelectric Reservoir Using OLI/Landsat-8 Images

(2015) Fernanda Watanabe et al.   International Journal of Environmental Research and Public Health

A review of ocean color remote sensing methods and statistical techniques for the detection, mapping and analysis of phytoplankton blooms in coastal and open oceans

(2014) David Blondeau-Patissier et al.   PROGRESS IN OCEANOGRAPHY

Improved Accuracy of Chlorophyll-a Concentration Estimates from MODIS Imagery Using a Two-Band Ratio Algorithm and Geostatistics: As Applied to the Monitoring of Eutrophication Processes over Tien Yen Bay (Northern Vietnam)

(2013) Nguyen Ha et al.   Remote Sensing

A review of variable selection methods in Partial Least Squares Regression

(2012) Tahir Mehmood et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Remote sensing of chlorophyll-a concentration for drinking water source using genetic algorithms (GA)-partial least square (PLS) modeling

(2011) Kaishan Song et al.   Ecological Informatics

Declining ocean chlorophyll under unabated anthropogenic CO2emissions

(2011) M Hofmann et al.   Environmental Research Letters

Retrieval of Vegetation Biophysical Parameters Using Gaussian Process Techniques

(2011) J. Verrelst et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A current review of empirical procedures of remote sensing in inland and near-coastal transitional waters

(2011) Mark William Matthews   INTERNATIONAL JOURNAL OF REMOTE SENSING

Chlorophyll a algorithms for oligotrophic oceans: A novel approach based on three-band reflectance difference

(2011) Chuanmin Hu et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Machine learning regression algorithms for biophysical parameter retrieval: Opportunities for Sentinel-2 and -3

(2011) Jochem Verrelst et al.   REMOTE SENSING OF ENVIRONMENT

Review of constituent retrieval in optically deep and complex waters from satellite imagery

(2011) Daniel Odermatt et al.   REMOTE SENSING OF ENVIRONMENT

The rocky road from research to operations for satellite ocean-colour data in fishery management

(2010) C. Wilson   ICES JOURNAL OF MARINE SCIENCE

Visualization of nonlinear kernel models in neuroimaging by sensitivity maps

(2010) Peter Mondrup Rasmussen et al.   NEUROIMAGE

A Bootstrap-VIP approach for selecting wavelength intervals in spectral imaging applications

(2009) Ryan Gosselin et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Phenology of marine phytoplankton from satellite ocean color measurements

(2009) M. Vargas et al.   GEOPHYSICAL RESEARCH LETTERS

Biophysical Parameter Estimation With a Semisupervised Support Vector Machine

(2009) G. Camps-Valls et al.   IEEE Geoscience and Remote Sensing Letters

A Decade of Satellite Ocean Color Observations

(2008) Charles R. McClain   Annual Review of Marine Science

Mechanisms and assessment of water eutrophication

(2008) Xiao-e Yang et al.   Journal of Zhejiang University-SCIENCE B