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Evaluation of the representativeness of networks of sites for the global validation and intercomparison of land biophysical products: proposition of the CEOS-BELMANIP

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Spectroscopy and hyperspectral imagery for monitoring summer barley

Thomas Jarmer
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A review on reflective remote sensing and data assimilation techniques for enhanced agroecosystem modeling

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Non-destructive estimation of potato leaf chlorophyll from canopy hyperspectral reflectance using the inverted PROSAIL model

Elizabeth J. Botha, Brigitte Leblon, Bernie Zebarth and James Watmough
International Journal of Applied Earth Observation and Geoinformation 9 (4) 360 (2007)
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Inversion of a coupled canopy–atmosphere model using multi-angular top-of-atmosphere radiance data: A forest case study

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Remote Sensing of Environment 115 (10) 2603 (2011)
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Spatially constrained inversion of radiative transfer models for improved LAI mapping from future Sentinel-2 imagery

Clement Atzberger and Katja Richter
Remote Sensing of Environment 120 208 (2012)
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Mapping grassland leaf area index with airborne hyperspectral imagery: A comparison study of statistical approaches and inversion of radiative transfer models

Roshanak Darvishzadeh, Clement Atzberger, Andrew Skidmore and Martin Schlerf
ISPRS Journal of Photogrammetry and Remote Sensing 66 (6) 894 (2011)
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Comparison of different methods for corn LAI estimation over northeastern China

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International Journal of Applied Earth Observation and Geoinformation 18 462 (2012)
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Comparison and validation of MODIS and VEGETATION global LAI products over four BigFoot sites in North America

Jan Pisek and Jing M. Chen
Remote Sensing of Environment 109 (1) 81 (2007)
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Direct retrieval of the shape of leaf spectral albedo from multiangular hyperspectral Earth observation data

Matti Mõttus and Miina Rautiainen
Remote Sensing of Environment 113 (9) 1799 (2009)
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Object-based retrieval of biophysical canopy variables using artificial neural nets and radiative transfer models

Clement Atzberger
Remote Sensing of Environment 93 (1-2) 53 (2004)
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Albedo and LAI estimates from FORMOSAT-2 data for crop monitoring

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Remote Sensing of Environment 113 (4) 716 (2009)
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Quantifying spatial heterogeneity at the landscape scale using variogram models

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Remote Sensing of Environment 103 (1) 81 (2006)
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Characterization of seasonal variation of forest canopy in a temperate deciduous broadleaf forest, using daily MODIS data

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Characterizing land condition variability in Ferlo, Senegal (2001–2009) using multi-temporal 1-km Apparent Green Cover (AGC) SPOT Vegetation data

B. Martínez, M.A. Gilabert, F.J. García-Haro, A. Faye and J. Meliá
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On the potential of CHRIS/PROBA for estimating vegetation canopy properties from space

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Regularization for inverse models in remote sensing

Yanfei Wang
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Ruiliang Pu
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Parameter estimation of a two-horizon soil profile by combining crop canopy and surface soil moisture observations using GLUE

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International Journal of Applied Earth Observation and Geoinformation 21 78 (2013)
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Laboratory Measurements of Plant Drying

Sara Jurdao, Marta Yebra, Patricia Oliva and Emilio Chuvieco
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Retrieval of Seasonal Leaf Area Index from Simulated EnMAP Data through Optimized LUT-Based Inversion of the PROSAIL Model

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Remote Sensing 7 (8) 10321 (2015)
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Retrieval of Salt Marsh Above-Ground Biomass from High-Spatial Resolution Hyperspectral Imagery Using PROSAIL

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Estimating forest canopy parameters from satellite waveform LiDAR by inversion of the FLIGHT three-dimensional radiative transfer model

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Evaluation of PROSAIL inversion for retrieval of chlorophyll, leaf dry matter, leaf angle, and leaf area index of wheat using spectrodirectional measurements

Manoj M. Lunagaria and Haridas R. Patel
International Journal of Remote Sensing 40 (21) 8125 (2019)
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Estimation of forest LAI by inverting canopy reflectance models and multi-angle imagery

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Fitted PROSAIL Parameterization of Leaf Inclinations, Water Content and Brown Pigment Content for Winter Wheat and Maize Canopies

Martin Danner, Katja Berger, Matthias Wocher, Wolfram Mauser and Tobias Hank
Remote Sensing 11 (10) 1150 (2019)
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The Improved Dual-view Field Goniometer System FIGOS

Jürg Schopfer, Stefan Dangel, Mathias Kneubühler and Klaus Itten
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APEX - the Hyperspectral ESA Airborne Prism Experiment

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Scaling up Semi-Arid Grassland Biochemical Content from the Leaf to the Canopy Level: Challenges and Opportunities

Yuhong He and Amy Mui
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Optimal Exploitation of the Sentinel-2 Spectral Capabilities for Crop Leaf Area Index Mapping

Katja Richter, Tobias B. Hank, Francesco Vuolo, Wolfram Mauser and Guido D’Urso
Remote Sensing 4 (12) 561 (2012)
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Investigating the Utility of Wavelet Transforms for Inverting a 3-D Radiative Transfer Model Using Hyperspectral Data to Retrieve Forest LAI

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Biological processes dominate seasonality of remotely sensed canopy greenness in an Amazon evergreen forest

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Estimation and Mapping of Winter Oilseed Rape LAI from High Spatial Resolution Satellite Data Based on a Hybrid Method

Chuanwen Wei, Jingfeng Huang, Lamin Mansaray, et al.
Remote Sensing 9 (5) 488 (2017)
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Evaluation of the PROSAIL Model Capabilities for Future Hyperspectral Model Environments: A Review Study

Katja Berger, Clement Atzberger, Martin Danner, et al.
Remote Sensing 10 (2) 85 (2018)
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Assimilation of remote sensing into crop growth models: Current status and perspectives

Jianxi Huang, Jose L. Gómez-Dans, Hai Huang, et al.
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Mapping forest canopy nitrogen content by inversion of coupled leaf-canopy radiative transfer models from airborne hyperspectral imagery

Zhihui Wang, Andrew K. Skidmore, Roshanak Darvishzadeh and Tiejun Wang
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Using Image Texture and Spectral Reflectance Analysis to Detect Yellowness and Esca in Grapevines at Leaf-Level

Hania Al-Saddik, Anthony Laybros, Bastien Billiot and Frederic Cointault
Remote Sensing 10 (4) 618 (2018)
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Enhanced Automated Canopy Characterization from Hyperspectral Data by a Novel Two Step Radiative Transfer Model Inversion Approach

Wouter Dorigo, Rudolf Richter, Frédéric Baret, Richard Bamler and Wolfgang Wagner
Remote Sensing 1 (4) 1139 (2009)
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Multiple Cost Functions and Regularization Options for Improved Retrieval of Leaf Chlorophyll Content and LAI through Inversion of the PROSAIL Model

Juan Rivera, Jochem Verrelst, Ganna Leonenko and José Moreno
Remote Sensing 5 (7) 3280 (2013)
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Mapping Vegetation Density in a Heterogeneous River Floodplain Ecosystem Using Pointable CHRIS/PROBA Data

Jochem Verrelst, Erika Romijn and Lammert Kooistra
Remote Sensing 4 (9) 2866 (2012)
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Characterization of a Highly Biodiverse Floodplain Meadow Using Hyperspectral Remote Sensing within a Plant Functional Trait Framework

Suvarna Punalekar, Anne Verhoef, Irina Tatarenko, et al.
Remote Sensing 8 (2) 112 (2016)
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Toward Generic Models for Green LAI Estimation in Maize and Soybean: Satellite Observations

Oz Kira, Anthony L. Nguy-Robertson, Timothy J. Arkebauer, Raphael Linker and Anatoly A. Gitelson
Remote Sensing 9 (4) 318 (2017)
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Assessment of MODIS BRDF/Albedo Model Parameters (MCD43A1 Collection 6) for Directional Reflectance Retrieval

Xianghong Che, Min Feng, Joseph Sexton, et al.
Remote Sensing 9 (11) 1123 (2017)
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Estimation of FAPAR over Croplands Using MISR Data and the Earth Observation Land Data Assimilation System (EO-LDAS)

Maxim Chernetskiy, Jose Gómez-Dans, Nadine Gobron, et al.
Remote Sensing 9 (7) 656 (2017)
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Leaf Area Index Estimation Using Chinese GF-1 Wide Field View Data in an Agriculture Region

Xiangqin Wei, Xingfa Gu, Qingyan Meng, et al.
Sensors 17 (7) 1593 (2017)
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A Novel Principal Component Analysis Method for the Reconstruction of Leaf Reflectance Spectra and Retrieval of Leaf Biochemical Contents

Liangyun Liu, Bowen Song, Su Zhang and Xinjie Liu
Remote Sensing 9 (11) 1113 (2017)
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Improved estimation of leaf area index and leaf chlorophyll content of a potato crop using multi-angle spectral data – potential of unmanned aerial vehicle imagery

Peter P.J. Roosjen, Benjamin Brede, Juha M. Suomalainen, et al.
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Indirect Estimation of Structural Parameters in South African Forests Using MISR-HR and LiDAR Remote Sensing Data

Precious Mahlangu, Renaud Mathieu, Konrad Wessels, et al.
Remote Sensing 10 (10) 1537 (2018)
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An Overview of Global Leaf Area Index (LAI): Methods, Products, Validation, and Applications

Hongliang Fang, Frédéric Baret, Stephen Plummer and Gabriela Schaepman‐Strub
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Management and Characterization of Abiotic Stress via PhénoField®, a High-Throughput Field Phenotyping Platform

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Frontiers in Plant Science 10 (2019)
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Estimating Forest Leaf Area Index and Canopy Chlorophyll Content with Sentinel-2: An Evaluation of Two Hybrid Retrieval Algorithms

Luke A. Brown, Booker O. Ogutu and Jadunandan Dash
Remote Sensing 11 (15) 1752 (2019)
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Spaceborne Imaging Spectroscopy for Sustainable Agriculture: Contributions and Challenges

Tobias B. Hank, Katja Berger, Heike Bach, et al.
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Estimating leaf nitrogen concentration considering unsynchronized maize growth stages with canopy hyperspectral technique

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Land Surface Remote Sensing in Agriculture and Forest

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Impacts of dust aerosol and adjacency effects on the accuracy of Landsat 8 and RapidEye surface reflectances

Rasmus Houborg and Matthew F. McCabe
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Retrieval of forest fuel moisture content using a coupled radiative transfer model

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Retrieval of the canopy chlorophyll content from Sentinel-2 spectral bands to estimate nitrogen uptake in intensive winter wheat cropping systems

Cindy Delloye, Marie Weiss and Pierre Defourny
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Simulating arbitrary hyperspectral bandsets from multispectral observations via a generic Earth Observation-Land Data Assimilation System (EO-LDAS)

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A TPE based inversion of PROSAIL for estimating canopy biophysical and biochemical variables of oilseed rape

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Does remote and proximal optical sensing successfully estimate maize variables? A review

Martina Corti, Daniele Cavalli, Giovanni Cabassi, Pietro Marino Gallina and Luca Bechini
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GSV: a general model for hyperspectral soil reflectance simulation

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Climate Data Records of Vegetation Variables from Geostationary SEVIRI/MSG Data: Products, Algorithms and Applications

Francisco Javier García-Haro, Fernando Camacho, Beatriz Martínez, et al.
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Spatially Explicit Estimation of Leaf Area Index Using EO-1 Hyperion and Landsat ETM+ Data: Implications of Spectral Bandwidth and Shortwave Infrared Data on Prediction Accuracy in a Tropical Montane Environment

André Twele, Stefan Erasmi and Martin Kappas
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Comparison of different regression models and validation techniques for the assessment of wheat leaf area index from hyperspectral data

Bastian Siegmann and Thomas Jarmer
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Evaluation of near-surface soil water status through the inversion of soil–canopy radiative transfer models in the reflective optical domain

Katja Richter, Francesco Vuolo, Guido D'Urso and Mario Palladino
International Journal of Remote Sensing 33 (17) 5473 (2012)
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Non-destructive estimation of wheat leaf chlorophyll content from hyperspectral measurements through analytical model inversion

E. J. Botha, B. Leblon, B. J. Zebarth and J. Watmough
International Journal of Remote Sensing 31 (7) 1679 (2010)
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A comparison of different optimization algorithms for retrieving aerosol optical depths from satellite data: an example of using a dual-angle algorithm

Xihan Mu, Qingfeng Shen, Zhao-Liang Li, Guangjian Yan and José Antonio Sobrino
International Journal of Remote Sensing 32 (24) 8949 (2011)
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Retrieval of forest chlorophyll content using canopy structure parameters derived from multi-angle data: the measurement concept of combining nadir hyperspectral and off-nadir multispectral data

Anita Simic, Jing M. Chen and Thomas L. Noland
International Journal of Remote Sensing 32 (20) 5621 (2011)
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Plant growth monitoring and potential drought risk assessment by means of Earth observation data

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Using multi‐directional high‐resolution imagery from POLDER sensor to retrieve leaf area index

F. Gascon, J. P. Gastellu‐Etchegorry and M. Leroy
International Journal of Remote Sensing 28 (1) 167 (2007)
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Estimating structural and biochemical parameters for grassland from spectroradiometer data by radiative transfer modelling (PROSPECT+SAIL)

M. Vohland and T. Jarmer
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Retrieval of crop canopy properties: a comparison between model inversion from hyperspectral data and image classification

R. Casa and H. G. Jones
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Application of Sentinel-2A data for pasture biomass monitoring using a physically based radiative transfer model

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Quantitative Estimation of Biomass of Alpine Grasslands Using Hyperspectral Remote Sensing

Bo Kong, Huan Yu, Rongxiang Du and Qing Wang
Rangeland Ecology & Management 72 (2) 336 (2019)
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ICARE-VEG: A 3D physics-based atmospheric correction method for tree shadows in urban areas

K.R.M. Adeline, X. Briottet, X. Ceamanos, T. Dartigalongue and J.-P. Gastellu-Etchegorry
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Retrieval of Maize Leaf Area Index Using Hyperspectral and Multispectral Data

Sosdito Mananze, Isabel Pôças and Mario Cunha
Remote Sensing 10 (12) 1942 (2018)
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Model-Based Optimization of Spectral Sampling for the Retrieval of Crop Variables with the PROSAIL Model

Katja Berger, Clement Atzberger, Martin Danner, et al.
Remote Sensing 10 (12) 2063 (2018)
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Continuous estimation of canopy leaf area index (LAI) and clumping index over broadleaf crop fields: An investigation of the PASTIS-57 instrument and smartphone applications

Hongliang Fang, Yongchang Ye, Weiwei Liu, Shanshan Wei and Li Ma
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Non-stationarity in MODIS fAPAR time-series and its impact on operational drought detection

Carmelo Cammalleri and Jürgen V. Vogt
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A Recursive Update Model for Estimating High-Resolution LAI Based on the NARX Neural Network and MODIS Times Series

Jian Wang, Jindi Wang, Yuechan Shi, Hongmin Zhou and Limin Liao
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Modellbasierte Selektion hyperspektraler EnMAP Kanäle zur optimalen Invertierung von Strahlungstransfermodellen für landwirtschaftliche Kulturen

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Retrieval of Mars surface physical properties from OMEGA hyperspectral images using regularized sliced inverse regression

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Retrieving Corn Canopy Leaf Area Index from Multitemporal Landsat Imagery and Terrestrial LiDAR Data

Wei Su, Jianxi Huang, Desheng Liu and Mingzheng Zhang
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Advances in Land Remote Sensing

Mark J. Chopping
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Advances in Land Remote Sensing

Pauline Stenberg, Matti Mõttus and Miina Rautiainen
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Advances in Land Remote Sensing

Frédéric Baret and Samuel Buis
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Advances in Land Remote Sensing

Massimo Menenti, Li Jia and Zhao-Liang Li
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Exploitation of Sentinel-2 Time Series to Map Burned Areas at the National Level: A Case Study on the 2017 Italy Wildfires

Federico Filipponi
Remote Sensing 11 (6) 622 (2019)
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Analysis of Sentinel-2 and RapidEye for Retrieval of Leaf Area Index in a Saltmarsh Using a Radiative Transfer Model

Roshanak Darvishzadeh, Tiejun Wang, Andrew Skidmore, et al.
Remote Sensing 11 (6) 671 (2019)
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Sustainable Agriculture Volume 2

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