Machine learning approaches to coastal water quality monitoring using GOCI satellite data

Forest Biomass and Carbon Stock Quantification Using Airborne LiDAR Data: A Case Study Over Huntington Wildlife Forest in the Adirondack Park

(2014) Manqi Li et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Assessment of MODIS-Aqua chlorophyll-a algorithms in coastal and shelf waters of the eastern Arabian Sea

(2013) Gavin H. Tilstone et al.   CONTINENTAL SHELF RESEARCH

Subpixel Urban Land Cover Estimation

(2013) Jeffrey T. Walton   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Remote Sensing-based House Value Estimation Using an Optimized Regional Regression Model

(2013) Zhenyu Lu et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Hybrid ANN–GA model for predicting turbidity and chlorophyll-a concentrations

(2013) Iyan E. Mulia et al.   Journal of Hydro-environment Research

Characterization of Forest Crops with a Range of Nutrient and Water Treatments Using AISA Hyperspectral Imagery

(2012) Binglei Gong et al.   GIScience & Remote Sensing

Suspended Sediment Transport in a Rock-Bound, Macrotidal Estuary: Han Estuary, Eastern Yellow Sea

(2012) Hee J. Lee et al.   JOURNAL OF COASTAL RESEARCH

Variable selection for hedonic model using machine learning approaches: A case study in Onondaga County, NY

(2012) Sanglim Yoo et al.   LANDSCAPE AND URBAN PLANNING

Water properties in Chesapeake Bay from MODIS-Aqua measurements

(2012) SeungHyun Son et al.   REMOTE SENSING OF ENVIRONMENT

Forest biomass estimation from airborne LiDAR data using machine learning approaches

(2012) Colin J. Gleason et al.   REMOTE SENSING OF ENVIRONMENT

Initial validation of GOCI water products against in situ data collected around Korean peninsula for 2010–2011

(2012) Jeong-Eon Moon et al.   Ocean Science Journal

Support vector machines in water quality management

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

Validation of empirical and semi-analytical remote sensing algorithms for estimating absorption by Coloured Dissolved Organic Matter in the Baltic Sea from SeaWiFS and MODIS imagery

(2011) Piotr Kowalczuk et al.   OCEANOLOGIA

Impervious surface quantification using a synthesis of artificial immune networks and decision/regression trees from multi-sensor data

(2011) Jungho Im et al.   REMOTE SENSING OF ENVIRONMENT

Interannual and long-term hydrographic changes in the Yellow Sea during 1977–1998

(2010) Hao Wei et al.   DEEP-SEA RESEARCH PART II-TOPICAL STUDIES IN OCEANOGRAPHY

Population estimation based on multi-sensor data fusion

(2010) Zhenyu Lu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Support vector machines in remote sensing: A review

(2010) Giorgos Mountrakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Calibration and validation of a generic multisensor algorithm for mapping of total suspended matter in turbid waters

(2010) B. Nechad et al.   REMOTE SENSING OF ENVIRONMENT

An artificial immune network approach to multi-sensor land use/land cover classification

(2010) Binglei Gong et al.   REMOTE SENSING OF ENVIRONMENT

Neural network estimation of chlorophyll a from MERIS full resolution data for the coastal waters of Galician rias (NW Spain)

(2010) Luis González Vilas et al.   REMOTE SENSING OF ENVIRONMENT

Estimating aboveground forest biomass carbon and fire consumption in the U.S. Utah High Plateaus using data from the Forest Inventory and Analysis Program, Landsat, and LANDFIRE

(2009) Xuexia Chen et al.   ECOLOGICAL INDICATORS

Spatial prediction of soil properties in temperate mountain regions using support vector regression

(2009) Cristiano Ballabio   GEODERMA

A kernel functions analysis for support vector machines for land cover classification

(2009) T. Kavzoglu et al.   International Journal of Applied Earth Observation and Geoinformation

Analyzing sea level rise and tide characteristics change driven by coastal construction at Mokpo Coastal Zone in Korea

(2009) Ju Whan Kang et al.   OCEAN ENGINEERING

Retrieval of total suspended matter concentration in the Yellow and East China Seas from MODIS imagery

(2009) Minwei Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Hyperspectral remote sensing analysis of short rotation woody crops grown with controlled nutrient and irrigation treatments

(2009) Jungho Im et al.   Geocarto International

Sediment dispersal and deposition due to sand mining in the coastal waters of Korea

(2008) Chang S. Kim et al.   CONTINENTAL SHELF RESEARCH

Delineation of climate regions using in-situ and remotely-sensed data for the Carolinas

(2008) Jinyoung Rhee et al.   REMOTE SENSING OF ENVIRONMENT

Mapping U.S. forest biomass using nationwide forest inventory data and moderate resolution information

(2007) J BLACKARD et al.   REMOTE SENSING OF ENVIRONMENT