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Remote sensing algorithms for estimation of fractional vegetation cover using pure vegetation index values: A review

ISPRS journal of photogrammetry and remote sensing, 2020-01, Vol.159, p.364-377

2020

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Evaluation of Sentinel-2 red-edge bands for empirical estimation of green LAI and chlorophyll content

Sensors (Basel, Switzerland), 2011-07, Vol.11 (7), p.7063-7081

2011

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Crop nitrogen monitoring: Recent progress and principal developments in the context of imaging spectroscopy missions

Remote sensing of environment, 2020-06, Vol.242, p.111758-111758, Article 111758

2020

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Quantifying Vegetation Biophysical Variables from Imaging Spectroscopy Data: A Review on Retrieval Methods

Surveys in geophysics, 2019-05, Vol.40 (3), p.589-629

2019

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Retrieval of aboveground crop nitrogen content with a hybrid machine learning method

International journal of applied earth observation and geoinformation, 2020-10, Vol.92, p.102174, Article 102174

2020

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Global sensitivity analysis of the SCOPE model: What drives simulated canopy-leaving sun-induced fluorescence?

Remote sensing of environment, 2015-09, Vol.166, p.8-21

2015

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Optical remote sensing and the retrieval of terrestrial vegetation bio-geophysical properties – A review

ISPRS journal of photogrammetry and remote sensing, 2015-10, Vol.108, p.273-290

2015

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

Remote sensing of environment, 2012-03, Vol.118, p.127-139

2012

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Urban Heat Island Monitoring and Impacts on Citizen’s General Health Status in Isfahan Metropolis: A Remote Sensing and Field Survey Approach

Remote sensing (Basel, Switzerland), 2020-04, Vol.12 (8), p.1350-1350

2020

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Evaluating the predictive power of sun-induced chlorophyll fluorescence to estimate net photosynthesis of vegetation canopies: A SCOPE modeling study

Remote sensing of environment, 2016-04, Vol.176, p.139-151

2016

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Green LAI Mapping and Cloud Gap-Filling Using Gaussian Process Regression in Google Earth Engine

Remote sensing (Basel, Switzerland), 2021-01, Vol.13 (3), p.403

2021

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Estimating the phenological dynamics of irrigated rice leaf area index using the combination of PROSAIL and Gaussian Process Regression

International journal of applied earth observation and geoinformation, 2021-10, Vol.102, p.102454, Article 102454

2021

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Optimizing LUT-Based RTM Inversion for Semiautomatic Mapping of Crop Biophysical Parameters from Sentinel-2 and -3 Data: Role of Cost Functions

IEEE transactions on geoscience and remote sensing, 2014-01, Vol.52 (1), p.257-269

2014

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A Survey of Active Learning for Quantifying Vegetation Traits from Terrestrial Earth Observation Data

Remote sensing (Basel, Switzerland), 2021-01, Vol.13 (2), p.287

2021

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Monitoring Biophysical Variables (FVC, LAI, LCab, and CWC) and Cropland Dynamics at Field Scale Using Sentinel-2 Time Series

Remote sensing (Basel, Switzerland), 2024-07, Vol.16 (13), p.2284

2024

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Estimation of leaf area index using PROSAIL based LUT inversion, MLRA-GPR and empirical models: Case study of tropical deciduous forest plantation, North India

International journal of applied earth observation and geoinformation, 2020-04, Vol.86, p.102027-102027, Article 102027

2020

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A comprehensive survey on quantifying non-photosynthetic vegetation cover and biomass from imaging spectroscopy

Ecological indicators, 2023-11, Vol.155, p.110911, Article 110911

2023

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Comparison of Crop Trait Retrieval Strategies Using UAV-Based VNIR Hyperspectral Imaging

Remote sensing (Basel, Switzerland), 2021-04, Vol.13 (9), p.1748

2021

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Potential use of grapevine cv Askari for heavy metal phytoremediation purposes at greenhouse scale

Environmental science and pollution research international, 2021-03, Vol.28 (10), p.12447-12458

2021

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Retrieval of Crop Variables from Proximal Multispectral UAV Image Data Using PROSAIL in Maize Canopy

Remote sensing (Basel, Switzerland), 2022-03, Vol.14 (5), p.1247

2022

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Mapping Vegetation Density in a Heterogeneous River Floodplain Ecosystem Using Pointable CHRIS/PROBA Data

Remote sensing (Basel, Switzerland), 2012-09, Vol.4 (9), p.2866-2889

2012

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Top-of-Atmosphere Retrieval of Multiple Crop Traits Using Variational Heteroscedastic Gaussian Processes within a Hybrid Workflow

Remote sensing (Basel, Switzerland), 2021-04, Vol.13 (8), p.1589

2021

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Earth system science related imaging spectroscopy—An assessment

Remote sensing of environment, 2009-09, Vol.113, p.S123-S137

2009

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

IEEE geoscience and remote sensing magazine, 2016-06, Vol.4 (2), p.58-78

2016

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Simultaneous retrieval of sugarcane variables from Sentinel-2 data using Bayesian regularized neural network

International journal of applied earth observation and geoinformation, 2023-02, Vol.116, p.103168-103168, Article 103168

2023

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Remote sensing algorithms for estimation of fractional vegetation cover using pure vegetation index values: A review

Evaluation of Sentinel-2 red-edge bands for empirical estimation of green LAI and chlorophyll content

Crop nitrogen monitoring: Recent progress and principal developments in the context of imaging spectroscopy missions

Quantifying Vegetation Biophysical Variables from Imaging Spectroscopy Data: A Review on Retrieval Methods

Retrieval of aboveground crop nitrogen content with a hybrid machine learning method

Global sensitivity analysis of the SCOPE model: What drives simulated canopy-leaving sun-induced fluorescence?

Optical remote sensing and the retrieval of terrestrial vegetation bio-geophysical properties – A review

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

Urban Heat Island Monitoring and Impacts on Citizen’s General Health Status in Isfahan Metropolis: A Remote Sensing and Field Survey Approach

Evaluating the predictive power of sun-induced chlorophyll fluorescence to estimate net photosynthesis of vegetation canopies: A SCOPE modeling study

Green LAI Mapping and Cloud Gap-Filling Using Gaussian Process Regression in Google Earth Engine

Estimating the phenological dynamics of irrigated rice leaf area index using the combination of PROSAIL and Gaussian Process Regression

Optimizing LUT-Based RTM Inversion for Semiautomatic Mapping of Crop Biophysical Parameters from Sentinel-2 and -3 Data: Role of Cost Functions

A Survey of Active Learning for Quantifying Vegetation Traits from Terrestrial Earth Observation Data

Monitoring Biophysical Variables (FVC, LAI, LCab, and CWC) and Cropland Dynamics at Field Scale Using Sentinel-2 Time Series

Estimation of leaf area index using PROSAIL based LUT inversion, MLRA-GPR and empirical models: Case study of tropical deciduous forest plantation, North India

A comprehensive survey on quantifying non-photosynthetic vegetation cover and biomass from imaging spectroscopy

Comparison of Crop Trait Retrieval Strategies Using UAV-Based VNIR Hyperspectral Imaging

Potential use of grapevine cv Askari for heavy metal phytoremediation purposes at greenhouse scale

Retrieval of Crop Variables from Proximal Multispectral UAV Image Data Using PROSAIL in Maize Canopy

Mapping Vegetation Density in a Heterogeneous River Floodplain Ecosystem Using Pointable CHRIS/PROBA Data

Top-of-Atmosphere Retrieval of Multiple Crop Traits Using Variational Heteroscedastic Gaussian Processes within a Hybrid Workflow

Earth system science related imaging spectroscopy—An assessment

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

Simultaneous retrieval of sugarcane variables from Sentinel-2 data using Bayesian regularized neural network

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