Hyperspectral analysis of mangrove foliar chemistry using PLSR and support vector regression

Reflectance Spectroscopy of Biochemical Components as Indicators of Tea (Camellia Sinensis) Quality

(2013) Meng Bian et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Support vector machine regression (SVR/LS-SVM)—an alternative to neural networks (ANN) for analytical chemistry? Comparison of nonlinear methods on near infrared (NIR) spectroscopy data

(2011) Roman M. Balabin et al.   ANALYST

Satellite remote sensing of mangrove forests: Recent advances and future opportunities

(2011) Benjamin W. Heumann   PROGRESS IN PHYSICAL GEOGRAPHY

Machine learning based prediction for peptide drift times in ion mobility spectrometry

(2010) Anuj R. Shah et al.   BIOINFORMATICS

Comparative analysis of three chemometric techniques for the spectroradiometric assessment of canopy chlorophyll content in winter wheat

(2010) Clement Atzberger et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Carbon and nutrient exchange of mangrove forests with the coastal ocean

(2010) María Fernanda Adame et al.   HYDROBIOLOGIA

Nitrogen prediction in grasses: effect of bandwidth and plant material state on absorption feature selection

(2010) N. M. Knox et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Field radiometer with canopy pasture probe as a potential tool to estimate and map pasture biomass and mineral components: A case study in the Lake Taupo catchment, New Zealand

(2010) Kensuke Kawamura et al.   NEW ZEALAND JOURNAL OF AGRICULTURAL RESEARCH

A comparison of three methods for estimating leaf area index of paddy rice from optimal hyperspectral bands

(2010) Fu-min Wang et al.   PRECISION AGRICULTURE

Imaging spectroscopy of foliar biochemistry in forestry environments

(2010) B Majeke et al.   Southern Forests

Nutrition of mangroves

(2010) R. Reef et al.   TREE PHYSIOLOGY

Critical comparative analysis, validation and interpretation of SVM and PLS regression models in a QSAR study on HIV-1 protease inhibitors

(2009) Noslen Hernández et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Nutrient and caloric dynamics in Avicennia marina leaves at different developmental and decay stages in Zhangjiang River Estuary, China

(2009) Hai-Chao Zhou et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Retrieval of chlorophyll and nitrogen in Norway spruce (Picea abies L. Karst.) using imaging spectroscopy

(2009) Martin Schlerf et al.   International Journal of Applied Earth Observation and Geoinformation

Nutrient conservation strategies of a mangrove species Rhizophora stylosa under nutrient limitation

(2009) Yi-Ming Lin et al.   PLANT AND SOIL

Nutrient relations of dwarf Rhizophora mangle L. mangroves on peat in eastern Puerto Rico

(2009) Ernesto Medina et al.   PLANT ECOLOGY

Characterizing canopy biochemistry from imaging spectroscopy and its application to ecosystem studies

(2009) Raymond F. Kokaly et al.   REMOTE SENSING OF ENVIRONMENT

Forage quality of savannas — Simultaneously mapping foliar protein and polyphenols for trees and grass using hyperspectral imagery

(2009) Andrew K. Skidmore 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

Ethnobiology, socio-economics and management of mangrove forests: A review

(2008) Bradley B. Walters et al.   AQUATIC BOTANY

Continuum removal versus PLSR method for clay and calcium carbonate content estimation from laboratory and airborne hyperspectral measurements

(2008) Cécile Gomez et al.   GEODERMA

LAI and chlorophyll estimation for a heterogeneous grassland using hyperspectral measurements

(2008) Roshanak Darvishzadeh et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Hot Topic: Application of Support Vector Machine Method in Prediction of Alfalfa Protein Fractions by Near Infrared Reflectance Spectroscopy

(2008) Z. Nie et al.   JOURNAL OF DAIRY SCIENCE

A generalizable method for remote sensing of canopy nitrogen across a wide range of forest ecosystems

(2008) M.E. Martin et al.   REMOTE SENSING OF ENVIRONMENT

Spectral and chemical analysis of tropical forests: Scaling from leaf to canopy levels

(2008) G ASNER et al.   REMOTE SENSING OF ENVIRONMENT

Mangrove forest distributions and dynamics (1975–2005) of the tsunami-affected region of Asia

(2007) C. Giri et al.   JOURNAL OF BIOGEOGRAPHY