Assessment of rice leaf growth and nitrogen status by hyperspectral canopy reflectance and partial least square regression

No abstract is available for this paper.

• Publication year

  2006

• Venue

  European Journal of Agronomy

• Publication date

  2006-05-01

• Fields of study

  Agricultural and Food Sciences, Mathematics

• Identifiers
  DOI 10.1016/J.EJA.2006.01.001
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Multivariate calibration.

  2007cited by this paper
• Hyperspectral vegetation indices and novel algorithms for predicting green LAI of crop canopies: Modeling and validation in the context of precision agriculture

  2004cited by this paper
• Non-destructive prediction of chemical composition in sunflower seeds by near infrared spectroscopy

  2004cited by this paper
• Hyperspectral reflectance of emergent macrophytes as an indicator of water column ammonia in an oligohaline, subtropical marsh

  2003cited by this paper
• Potential Use of Nitrogen Reflectance Index to estimate Plant Parameters and Yield of Maize

  2003cited by this paper
• Reflectance measurement of canopy biomass and nitrogen status in wheat crops using normalized difference vegetation indices and partial least squares regression

  2003influential reference
• Quantifying nitrogen status of corn (Zea mays L.) in the field by reflectance measurements

  2003cited by this paper
• Predicting sodium chloride content in commercial king (Oncorhynchus tshawytscha) and chum (O. keta) hot smoked salmon fillet portions by short-wavelength near-infrared (SW-NIR) spectroscopy

  2003influential reference
• Dry matter and N accumulation and translocation for Indica and Japonica rice under Mediterranean conditions

  2002cited by this paper
• Spikelet Number Estimation Model Using Nitrogen Nutrition Status and Biomass at Panicle Initiation and Heading Stage of Rice

  2002cited by this paper
• Effects of Nitrogen Fertilization on Growth and Reflectance Characteristics of Winter Wheat *

  2002influential reference
• Determination of Critical Nitrogen Concentration and Dilution Curve for Rice Growth

  2002cited by this paper
• Use of Remote-Sensing Imagery to Estimate Corn Grain Yield

  2001cited by this paper
• Testing the performance of ORYZA1, an explanatory model for rice growth simulation, for Mediterranean conditions.

  2000cited by this paper
• Hyperspectral Vegetation Indices and Their Relationships with Agricultural Crop Characteristics

  2000cited by this paper
• A NIR Technique for Rapid Determination of Soil Mineral Nitrogen

  1999cited by this paper
• Monitoring rice reflectance at field level for estimating biomass and LAI

  1998cited by this paper
• Crop modelling and remote sensing for yield prediction

  1995cited by this paper
• Distinguishing nitrogen fertilization levels in field corn (Zea mays L.) with actively induced fluorescence and passive reflectance measurements

  1994cited by this paper
• Reflectance indices associated with physiological changes in nitrogen- and water-limited sunflower leaves☆

  1994cited by this paper
• Ratios of leaf reflectances in narrow wavebands as indicators of plant stress

  1994cited by this paper
• A Modified Soil Adjusted Vegetation Index

  1994cited by this paper
• Use of rice response characteristics in area estimation by LANDSAT/TM and MOS-1 satellites data

  1993cited by this paper
• Seasonal LAI in slash pine estimated with landsat TM

  1992cited by this paper
• Potentials and limits of vegetation indices for LAI and APAR assessment

  1991cited by this paper
• COMPARISON OF MULTIVARIATE CALIBRATION METHODS FOR QUANTITATIVE SPECTRAL ANALYSIS

  1990cited by this paper
• Spectral reflectance ratio of rice canopy for estimating crop nitrogen status

  1990cited by this paper
• Robotic Data Acquisition of Directional Reflectance Factors

  1989cited by this paper
• A soil-adjusted vegetation index (SAVI)

  1988influential reference
• Partial least-squares methods for spectral analyses. 1. Relation to other quantitative calibration methods and the extraction of qualitative information

  1988cited by this paper
• Latent-structure decompositions (projections) of multivariate data

  1987cited by this paper
• Partial least-squares regression: a tutorial

  1986cited by this paper
• Analyzing multivariate data

  1978influential reference
• Testing for Performance

  1967cited by this paper

• Spectral Estimation of Nitrogen Content in Cotton Leaves Under Coupled Nitrogen and Phosphorus Conditions

  2025cites this paper
• Integrating Ground-Based Spectral Reflectance and Machine Learning for Cotton Leaf Curl Virus Disease (CLCuD) Detection in Cotton Crop

  2025cites this paper
• Multimodal ensemble of UAV-borne hyperspectral, thermal, and RGB imagery to identify combined nitrogen and water deficiencies in field-grown sesame

  2025cites this paper
• What can we learn from a multi-season-stage-variety potato (Solanum tuberosum L.) study using aerial hyperspectral imagery?

  2025cites this paper
• Estimating Rice Leaf Nitrogen Content and Field Distribution Using Machine Learning with Diverse Hyperspectral Features

  2024cites this paper
• Combining UAV Multispectral and Thermal Infrared Data for Maize Growth Parameter Estimation

  2024cites this paper
• Precision Phenotyping in Crop Science: From Plant Traits to Gene Discovery for Climate‐Smart Agriculture

  2024cites this paper
• Study on the Estimation of Leaf Area Index in Rice Based on UAV RGB and Multispectral Data

  2024cites this paper
• Cunninghamia lanceolata Canopy Relative Chlorophyll Content Estimation Based on Unmanned Aerial Vehicle Multispectral Imagery and Terrain Suitability Analysis

  2024cites this paper
• Effect Analysis of Hydrogen Peroxide Using Hyperspectral Reflectance in Sorghum [Sorghum bicolor (L.) Moench] under Drought Stress

  2023cites this paper
• Fine hyperspectral classification of rice varieties based on self-attention mechanism

  2023cites this paper
• Study on the nitrogen content estimation model of cotton leaves based on “image-spectrum-fluorescence” data fusion

  2023cites this paper
• A Review on Analysis Method of Proximal Hyperspectral Imaging for Studying Plant Traits

  2023cites this paper
• Machine learning as a tool to predict potassium concentration in soybean leaf using hyperspectral data

  2023cites this paper
• A new multispectral index for canopy nitrogen concentration applicable across growth stages in ryegrass and barley

  2023cites this paper
• Comparing Two Methods of Leaf Area Index Estimation for Rice (Oryza sativa L.) Using In-Field Spectroradiometric Measurements and Multispectral Satellite Images

  2023cites this paper
• Enhancing tomato leaf nitrogen analysis through portable NIR spectrometers combined with machine learning and chemometrics

  2023cites this paper
• Retrieving canopy nitrogen concentration and aboveground biomass with deep learning for ryegrass and barley: comparing models and determining waveband contribution

  2023cites this paper
• Use of multivariate analysis and machine learning methods to characterize traits contributing to wheat yield diversity

  2023cites this paper
• A Review on Plant Disease Detection Using Hyperspectral Imaging

  2023cites this paper
• Rice Yield Prediction in Different Growth Environments Using Unmanned Aerial Vehicle-Based Hyperspectral Imaging

  2023cites this paper
• AI meets UAVs: A survey on AI empowered UAV perception systems for precision agriculture

  2023cites this paper
• Identification of Nutrient Deficiency in Rice Leaves using DenseNet-121

  2022cites this paper
• Assessing phosphorus nutritional status in maize plants using leaf-based hyperspectral measurements and multivariate analysis

  2022cites this paper
• Predicting plant-related and leaf-related parameters of winter wheat using vegetation index: Should phenological correction be applied across growth stages?

  2022cites this paper
• Non-destructive analysis of plant physiological traits using hyperspectral imaging: A case study on drought stress

  2022cites this paper
• Investigation of optimal vegetation indices for retrieval of leaf chlorophyll and leaf area index using enhanced learning algorithms

  2022cites this paper
• Rice Yield Prediction and Model Interpretation Based on Satellite and Climatic Indicators Using a Transformer Method

  2022cites this paper
• Surveying soil-borne disease development on wild rocket salad crop by proximal sensing based on high-resolution hyperspectral features

  2022cites this paper
• Physiological Disorder Diagnosis of Plant Leaves Based on Full-Spectrum Hyperspectral Images with Convolutional Neural Network

  2022cites this paper
• Should phenological information be applied to predict agronomic traits across growth stages of winter wheat?

  2022cites this paper
• Rice Yield Estimation Based on Continuous Wavelet Transform With Multiple Growth Periods

  2022cites this paper
• Hyperspectral imaging for rice cultivation: Applications, methods and challenges

  2021influential citation
• Field spectroscopy of canopy nitrogen concentration in temperate grasslands using a convolutional neural network

  2021cites this paper
• Estimating Plant Nitrogen Concentration of Rice through Fusing Vegetation Indices and Color Moments Derived from UAV-RGB Images

  2021influential citation
• Estimation of Plant Height and Aboveground Biomass of Toona sinensis under Drought Stress Using RGB-D Imaging

  2021cites this paper
• Estimation of nitrogen status of paddy rice at vegetative phase using unmanned aerial vehicle based multispectral imagery

  2021cites this paper
• Perspectives and Challenges of Phenotyping in Rice Research

  2021cites this paper
• Red-Green-Blue and Multispectral Imaging as Potential Tools for Estimating Growth and Nutritional Performance of Cassava under Deficit Irrigation and Potassium Fertigation

  2021cites this paper
• The optimal soil water content models based on crop-LAI and hyperspectral data of winter wheat

  2021cites this paper
• Airborne hyperspectral AVIRIS-NG data for vegetation carbon stock mapping based on red edge position parameter and narrowband vegetation indices in Sholayar reserve forest, Kerala

  2021cites this paper
• Hyperspectral characteristics and leaf area index monitoring of rice (Oryza sativa L.) under carbon dioxide concentration enrichment

  2021cites this paper
• Wheat physiology predictor: predicting physiological traits in wheat from hyperspectral reflectance measurements using deep learning

  2021cites this paper
• High-Throughput Phenotyping: A Platform to Accelerate Crop Improvement

  2021cites this paper
• Remote sensing-based estimation of rice yields using various models: A critical review

  2021cites this paper
• Detecting Biophysical Characteristics and Nitrogen Status of Finger Millet at Hyperspectral and Multispectral Resolutions

  2021cites this paper
• Estimation of nitrogen content in wheat from proximal hyperspectral data using machine learning and explainable artificial intelligence (XAI) approach

  2021cites this paper
• Estimation of nitrogen status of paddy rice at vegetative phase using unmanned aerial vehicle based multispectral imagery

  2021cites this paper
• Multivariate Analysis Models Based on Full Spectra Range and Effective Wavelengths Using Different Transformation Techniques for Rapid Estimation of Leaf Nitrogen Concentration in Winter Wheat

  2020cites this paper
• A review of remote sensing applications in agriculture for food security: Crop growth and yield, irrigation, and crop losses

  2020cites this paper
• Evaluation of SPAD meter values for estimating rice nitrogen status

  2020cites this paper
• Near Infrared Hyperspectral Imaging Spectroscopy Applied to Investigation of Plant Leaves: A Brief Review

  2020cites this paper
• Improving forest burn severity estimations with partial least squares regression and orthogonal signal correction methods in Daxing’an Mountains, China

  2020cites this paper
• Machine learning prediction on number of patients due to conjunctivitis based on air pollutants: a preliminary study.

  2020cites this paper
• A Novel Approach for Estimation of Above-Ground Biomass of Sugar Beet Based on Wavelength Selection and Optimized Support Vector Machine

  2020cites this paper
• Evaluation of different water absorption bands, indices and multivariate models for water-deficit stress monitoring in rice using visible-near infrared spectroscopy.

  2020cites this paper
• ESTIMATION OF MAIZE NITRATE CONCENTRATIONS USING EO-1 DATA AND A NON-LINEAR REGRESSION MODEL

  2020cites this paper
• Predicting grain protein content of field-grown winter wheat with satellite images and partial least square algorithm

  2020cites this paper
• Improving forest burn severity estimations with partial least squares regression and orthogonal signal correction methods in Daxing’an Mountains, China

  2020cites this paper
• Recent Advances of Hyperspectral Imaging Technology and Applications in Agriculture

  2020cites this paper
• A spectral parameter for the estimation of soil total nitrogen and nitrate nitrogen of winter wheat growth period

  2020cites this paper
• Recent Development and Challenges in Spectroscopy and Machine Vision Technologies for Crop Nitrogen Diagnosis: A Review

  2020cites this paper
• Technologies for Crop Nitrogen Diagnosis

  2020cites this paper
• Modeling of furnace operation with a new adaptive data echo state network method integrating block recursive partial least squares

  2020cites this paper
• Comparing methods for estimating leaf area index by multi-angular remote sensing in winter wheat

  2020cites this paper
• Evaluation of regression algorithms for estimating leaf area index and canopy water content from water stressed rice canopy reflectance

  2020cites this paper
• Fingerprinting study of tuber ultimate compressive strength at different microwave drying times using mid-infrared imaging spectroscopy

  2019cites this paper
• Spectral Reflectance Modeling by Wavelength Selection: Studying the Scope for Blueberry Physiological Breeding under Contrasting Water Supply and Heat Conditions

  2019cites this paper
• Assessment of maize yield and phenology by drone-mounted superspectral camera

  2019cites this paper
• Tuning a statistical trade-off between spectral and spatial domains to predict plant traits with hyperspectral remote sensing

  2019cites this paper
• Monitoring Soil Surface Mineralogy at Different Moisture Conditions Using Visible Near-Infrared Spectroscopy Data

  2019cites this paper
• Comparative Performance of Spectral Reflectance Indices and Multivariate Modeling for Assessing Agronomic Parameters in Advanced Spring Wheat Lines Under Two Contrasting Irrigation Regimes

  2019influential citation
• Evaluation of Leaf N Concentration in Winter Wheat Based on Discrete Wavelet Transform Analysis

  2019cites this paper
• Leaf chlorophyll content retrieval of wheat by simulated RapidEye, Sentinel-2 and EnMAP data

  2019cites this paper
• Growing season and radial growth predicted for Fagus sylvatica under climate change

  2019cites this paper
• Evaluating Empirical Regression, Machine Learning, and Radiative Transfer Modelling for Estimating Vegetation Chlorophyll Content Using Bi-Seasonal Hyperspectral Images

  2019cites this paper
• Spatially-explicit modelling with support of hyperspectral data can improve prediction of plant traits

  2019cites this paper
• Modelling nitrogen content of pasture herbage using thermal images and artificial neural networks

  2019cites this paper
• Satellite and Fluorescence Remote Sensing for Rice Nitrogen Status Diagnosis in Northeast China

  2019influential citation
• Estimating growth and photosynthetic properties of wheat grown in simulated saline field conditions using hyperspectral reflectance sensing and multivariate analysis

  2019cites this paper
• Phenotyping of Arabidopsis Drought Stress Response Using Kinetic Chlorophyll Fluorescence and Multicolor Fluorescence Imaging

  2018cites this paper
• A novel distribution-free hybrid regression model for manufacturing process efficiency improvement

  2018cites this paper
• Production of an innovative biowaste-derived fertilizer: Rapid monitoring of physical-chemical parameters by hyperspectral imaging.

  2018cites this paper
• Ability of models with effective wavelengths to monitor nitrogen and phosphorus status of winter oilseed rape leaves using in situ canopy spectroscopy

  2018cites this paper
• A robust method to estimate foliar phosphorus of rubber trees with hyperspectral reflectance

  2018cites this paper
• Informative bands used by efficient hyperspectral indices to predict leaf biochemical contents are determined by their relative absorptions

  2018cites this paper
• Evaluating Metal Effects on the Reflectance Spectra of Plant Leaves during Different Seasons in Post-Mining Areas, China

  2018cites this paper
• Canopy Hyperspectral Sensing of Paddy Fields at the Booting Stage and PLS Regression can Assess Grain Yield

  2018cites this paper
• Hyperspectral Remote Sensing: Use in Detecting Abiotic Stresses in Agriculture

  2018cites this paper
• Assessing the Impact of Spatial Resolution on the Estimation of Leaf Nitrogen Concentration Over the Full Season of Paddy Rice Using Near-Surface Imaging Spectroscopy Data

  2018cites this paper
• Monitoring ratio of carbon to nitrogen (C/N) in wheat and barley leaves by using spectral slope features with branch-and-bound algorithm

  2018cites this paper
• Estimating nitrogen status of rice canopy using hyperspectral reflectance combined with BPSO-SVR in cold region

  2018cites this paper
• Identifying the Relationship between Soil Properties and Rice Growth for Improving Consolidated Land in the Yangtze River Delta, China

  2018cites this paper
• Phenotyping and Prediction of Maize (Zea mays L.) Yield using Physiological Traits

  2017cites this paper
• Determination of biodiesel content in diesel fuel by time-domain nuclear magnetic resonance (TD-NMR) spectroscopy.

  2017cites this paper
• Potential of interval partial least square regression in estimating leaf area index

  2017cites this paper
• Estimation of leaf nitrogen concentration in wheat using the MK-SVR algorithm and satellite remote sensing data

  2017cites this paper
• Estimation of Winter Wheat Above-Ground Biomass Using Unmanned Aerial Vehicle-Based Snapshot Hyperspectral Sensor and Crop Height Improved Models

  2017cites this paper
• Vegetation Water Content Prediction: Towards More Relevant Explicatory Waveband Variables

  2017cites this paper
• Adjusting maize plant density to different climatic conditions across a large longitudinal distance in China

  2017cites this paper