Machine Learning Regression Approaches for Colored Dissolved Organic Matter (CDOM) Retrieval with S2-MSI and S3-OLCI Simulated Data

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

Mapping Water Quality Parameters with Sentinel-3 Ocean and Land Colour Instrument imagery in the Baltic Sea

(2017) Kaire Toming et al.   Remote Sensing

Remote Sensing of Black Lakes and Using 810 nm Reflectance Peak for Retrieving Water Quality Parameters of Optically Complex Waters

(2016) Tiit Kutser et al.   Remote Sensing

A Survey on Gaussian Processes for Earth-Observation Data Analysis: A Comprehensive Investigation

(2016) Gustau Camps-Valls et al.   IEEE Geoscience and Remote Sensing Magazine

Validation of MERIS spectral inversion processors using reflectance, IOP and water quality measurements in boreal lakes

(2015) K. Kallio et al.   REMOTE SENSING OF ENVIRONMENT

Factors affecting the measurement of CDOM by remote sensing of optically complex inland waters

(2015) Patrick L. Brezonik et al.   REMOTE SENSING OF ENVIRONMENT

Absorption properties of in-water constituents and their variation among various lake types in the boreal region

(2014) Pasi Ylöstalo et al.   REMOTE SENSING OF ENVIRONMENT

Chromophoric Dissolved Organic Matter and Dissolved Organic Carbon from Sea-Viewing Wide Field-of-View Sensor (SeaWiFS), Moderate Resolution Imaging Spectroradiometer (MODIS) and MERIS Sensors: Case Study for the Northern Gulf of Mexico

(2013) Nazanin Tehrani et al.   Remote Sensing

Modeling spatial patterns of fire occurrence in Mediterranean Europe using Multiple Regression and Random Forest

(2012) Sandra Oliveira et al.   FOREST ECOLOGY AND MANAGEMENT

MERIS Case II water processor comparison on coastal sites of the northern Baltic Sea

(2012) Jenni Attila et al.   REMOTE SENSING OF ENVIRONMENT

Retrieval of Vegetation Biophysical Parameters Using Gaussian Process Techniques

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

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

Variable selection using random forests

(2010) Robin Genuer et al.   PATTERN RECOGNITION LETTERS

Estimation of chlorophyll-aconcentration in case II waters using MODIS and MERIS data—successes and challenges

(2009) W J Moses et al.   Environmental Research Letters

Gradient modeling of conifer species using random forests

(2009) Jeffrey S. Evans et al.   LANDSCAPE ECOLOGY

Atmospheric correction of ENVISAT/MERIS data over inland waters: Validation for European lakes

(2009) Luis Guanter et al.   REMOTE SENSING OF ENVIRONMENT