Estimating Forest Leaf Area Index and Canopy Chlorophyll Content with Sentinel-2: An Evaluation of Two Hybrid Retrieval Algorithms

A Comparison of Hybrid Machine Learning Algorithms for the Retrieval of Wheat Biophysical Variables from Sentinel-2

(2019) Deepak Upreti et al.   Remote Sensing

Validation of the Sentinel Simplified Level 2 Product Prototype Processor (SL2P) for mapping cropland biophysical variables using Sentinel-2/MSI and Landsat-8/OLI data

(2019) Najib Djamai et al.   REMOTE SENSING OF ENVIRONMENT

Mapping leaf chlorophyll content from Sentinel-2 and RapidEye data in spruce stands using the invertible forest reflectance model

(2019) Roshanak Darvishzadeh et al.   International Journal of Applied Earth Observation and Geoinformation

Synergetic Exploitation of the Sentinel-2 Missions for Validating the Sentinel-3 Ocean and Land Color Instrument Terrestrial Chlorophyll Index Over a Vineyard Dominated Mediterranean Environment

(2019) Luke A. Brown et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Retrieval of crop biophysical parameters from Sentinel-2 remote sensing imagery

(2019) Qiaoyun Xie et al.   International Journal of Applied Earth Observation and Geoinformation

Capability of Sentinel-2 data for estimating maximum evapotranspiration and irrigation requirements for tomato crop in Central Italy

(2018) Silvia Vanino et al.   REMOTE SENSING OF ENVIRONMENT

Comparison of Sentinel-2 and Landsat 8 in the estimation of boreal forest canopy cover and leaf area index

(2017) Lauri Korhonen et al.   REMOTE SENSING OF ENVIRONMENT

Using Sentinel-2 Data for Retrieving LAI and Leaf and Canopy Chlorophyll Content of a Potato Crop

(2017) Jan Clevers et al.   Remote Sensing

Copernicus Sentinel-2A Calibration and Products Validation Status

(2017) Ferran Gascon et al.   Remote Sensing

Spectral band selection for vegetation properties retrieval using Gaussian processes regression

(2016) Jochem Verrelst et al.   International Journal of Applied Earth Observation and Geoinformation

Simple and robust methods for remote sensing of canopy chlorophyll content: a comparative analysis of hyperspectral data for different types of vegetation

(2016) Yoshio Inoue et al.   PLANT CELL AND ENVIRONMENT

The potential of Sentinel-2 data for estimating biophysical variables in a boreal forest: a simulation study

(2016) Titta Majasalmi et al.   Remote Sensing Letters

Assessment of Red-Edge Position Extraction Techniques: A Case Study for Norway Spruce Forests Using HyMap and Simulated Sentinel-2 Data

(2016) Asa Gholizadeh et al.   Forests

Data Service Platform for Sentinel-2 Surface Reflectance and Value-Added Products: System Use and Examples

(2016) Francesco Vuolo et al.   Remote Sensing

Experimental Sentinel-2 LAI estimation using parametric, non-parametric and physical retrieval methods – A comparison

(2015) Jochem Verrelst et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

(2015) Jochem Verrelst et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Estimating Forest fAPAR from Multispectral Landsat-8 Data Using the Invertible Forest Reflectance Model INFORM

(2015) Huili Yuan et al.   Remote Sensing

A Generic Algorithm to Estimate LAI, FAPAR and FCOVER Variables from SPOT4_HRVIR and Landsat Sensors: Evaluation of the Consistency and Comparison with Ground Measurements

(2015) Wenjuan Li et al.   Remote Sensing

Evaluating the capabilities of Sentinel-2 for quantitative estimation of biophysical variables in vegetation

(2013) William James Frampton et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

GEOV1: LAI and FAPAR essential climate variables and FCOVER global time series capitalizing over existing products. Part1: Principles of development and production

(2013) F. Baret et al.   REMOTE SENSING OF ENVIRONMENT

Evaluation of leaf area index estimated from medium spatial resolution remote sensing data in a broadleaf deciduous forest in southern England, UK

(2012) Booker Ogutu et al.   CANADIAN JOURNAL OF REMOTE SENSING

Vegetation Structure Retrieval in Beech and Spruce Forests Using Spectrodirectional Satellite Data

(2012) Martin Schlerf et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Remote estimation of crop and grass chlorophyll and nitrogen content using red-edge bands on Sentinel-2 and -3

(2012) J.G.P.W. Clevers et al.   International Journal of Applied Earth Observation and Geoinformation

Seasonal variation in MODIS LAI for a boreal forest area in Finland

(2012) Janne Heiskanen et al.   REMOTE SENSING OF ENVIRONMENT

Inter-comparison of four models for smoothing satellite sensor time-series data to estimate vegetation phenology

(2012) Peter M. Atkinson et al.   REMOTE SENSING OF ENVIRONMENT

Sentinel-2: ESA's Optical High-Resolution Mission for GMES Operational Services

(2012) M. Drusch et al.   REMOTE SENSING OF ENVIRONMENT

Suitability and adaptation of PROSAIL radiative transfer model for hyperspectral grassland studies

(2012) Clement Atzberger et al.   Remote Sensing Letters

Methodologies and Uncertainties in the Use of the Terrestrial Chlorophyll Index for the Sentinel-3 Mission

(2012) Francesco Vuolo et al.   Remote Sensing

Optimal Exploitation of the Sentinel-2 Spectral Capabilities for Crop Leaf Area Index Mapping

(2012) Katja Richter et al.   Remote Sensing

Experimental assessment of the Sentinel-2 band setting for RTM-based LAI retrieval of sugar beet and maize

(2011) K. Richter et al.   CANADIAN JOURNAL OF REMOTE SENSING

Retrieval of boreal forest LAI using a forest reflectance model and empirical regressions

(2011) Janne Heiskanen et al.   International Journal of Applied Earth Observation and Geoinformation

Mapping grassland leaf area index with airborne hyperspectral imagery: A comparison study of statistical approaches and inversion of radiative transfer models

(2011) Roshanak Darvishzadeh et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY 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

Optimal modalities for radiative transfer-neural network estimation of canopy biophysical characteristics: Evaluation over an agricultural area with CHRIS/PROBA observations

(2010) Aleixandre Verger et al.   REMOTE SENSING OF ENVIRONMENT

An assessment of the MODIS collection 5 leaf area index product for a region of mixed coniferous forest

(2010) M.G. De Kauwe et al.   REMOTE SENSING OF ENVIRONMENT

Terrestrial Gross Carbon Dioxide Uptake: Global Distribution and Covariation with Climate

(2010) C. Beer et al.   SCIENCE

The ASTER spectral library version 2.0

(2009) A.M. Baldridge et al.   REMOTE SENSING OF ENVIRONMENT

Identifying cost-effective indicators to assess the conservation status of forested habitats in Natura 2000 sites

(2008) Elena Cantarello et al.   FOREST ECOLOGY AND MANAGEMENT

Inversion of a radiative transfer model for estimating vegetation LAI and chlorophyll in a heterogeneous grassland

(2008) Roshanak Darvishzadeh et al.   REMOTE SENSING OF ENVIRONMENT

PROSPECT-4 and 5: Advances in the leaf optical properties model separating photosynthetic pigments

(2008) Jean-Baptiste Feret et al.   REMOTE SENSING OF ENVIRONMENT