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Applicability of the PROSPECT model for estimating protein and cellulose + lignin in fresh leaves
Zhihui Wang, Andrew K. Skidmore, Tiejun Wang, Roshanak Darvishzadeh and John Hearne Remote Sensing of Environment 168 205 (2015) https://doi.org/10.1016/j.rse.2015.07.007
An LUT-Based Inversion of DART Model to Estimate Forest LAI from Hyperspectral Data
Asim Banskota, Shawn P. Serbin, Randolph H. Wynne, et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 8(6) 3147 (2015) https://doi.org/10.1109/JSTARS.2015.2401515
Comparison of different regression models and validation techniques for the assessment of wheat leaf area index from hyperspectral data
Estimating the Aboveground Dry Biomass of Grass by Assimilation of Retrieved LAI Into a Crop Growth Model
Binbin He, Xing Li, Xingwen Quan and Shi Qiu IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 8(2) 550 (2015) https://doi.org/10.1109/JSTARS.2014.2360676
Visualizing the ill-posedness of the inversion of a canopy radiative transfer model: A case study for Sentinel-2
R. Zurita-Milla, V.C.E. Laurent and J.A.E. van Gijsel International Journal of Applied Earth Observation and Geoinformation 43 7 (2015) https://doi.org/10.1016/j.jag.2015.02.003
A Bayesian Network-Based Method to Alleviate the Ill-Posed Inverse Problem: A Case Study on Leaf Area Index and Canopy Water Content Retrieval
Sara Jurdao, Marta Yebra, Patricia Oliva and Emilio Chuvieco Photogrammetric Engineering & Remote Sensing 80(5) 451 (2014) https://doi.org/10.14358/PERS.80.5.451
Validating and Linking the GIMMS Leaf Area Index (LAI3g) with Environmental Controls in Tropical Africa
Marion Pfeifer, Veronique Lefebvre, Alemu Gonsamo, Petri Pellikka, Rob Marchant, Dereje Denu and Philip Platts Remote Sensing 6(3) 1973 (2014) https://doi.org/10.3390/rs6031973
Yingying Dong, Jinkai Zhang, Zhijie Wang, Karl Staenz, Craig Coburn, Wei Xu, Xiaodong Yang and Jihua Wang 2078 (2014) https://doi.org/10.1109/IGARSS.2014.6946874
Optimizing LUT-Based RTM Inversion for Semiautomatic Mapping of Crop Biophysical Parameters from Sentinel-2 and -3 Data: Role of Cost Functions
Jochem Verrelst, Juan Pablo Rivera, Ganna Leonenko, Luis Alonso and Jose Moreno IEEE Transactions on Geoscience and Remote Sensing 52(1) 257 (2014) https://doi.org/10.1109/TGRS.2013.2238242
Inversion of the PROSAIL model to estimate leaf area index of maize, potato, and sunflower fields from unmanned aerial vehicle hyperspectral data
Si-Bo Duan, Zhao-Liang Li, Hua Wu, Bo-Hui Tang, Lingling Ma, Enyu Zhao and Chuanrong Li International Journal of Applied Earth Observation and Geoinformation 26 12 (2014) https://doi.org/10.1016/j.jag.2013.05.007
Testing the Top-Down Model Inversion Method of Estimating Leaf Reflectance Used to Retrieve Vegetation Biochemical Content Within Empirical Approaches
Anita Simic, Jing M. Chen, Sylvain G. Leblanc, et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 7(1) 92 (2014) https://doi.org/10.1109/JSTARS.2013.2271583
Mapping Biophysical Variables From Solar and Thermal Infrared Remote Sensing: Focus on Agricultural Landscapes With Spatial Heterogeneity
Seasonal variation of leaf area index (LAI) over paddy rice fields in NE China: Intercomparison of destructive sampling, LAI-2200, digital hemispherical photography (DHP), and AccuPAR methods
Agricultural practices in grasslands detected by spatial remote sensing
Pauline Dusseux, Françoise Vertès, Thomas Corpetti, Samuel Corgne and Laurence Hubert-Moy Environmental Monitoring and Assessment 186(12) 8249 (2014) https://doi.org/10.1007/s10661-014-4001-5
Retrieval of Forest Canopy Parameters by Inversion of the PROFLAIR Leaf-Canopy Reflectance Model Using the LUT Approach
Khalid Omari, H. Peter White, Karl Staenz and King IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 6(2) 715 (2013) https://doi.org/10.1109/JSTARS.2013.2240264
LAI Retrieval Using PROSAIL Model and Optimal Angle Combination of Multi-Angular Data in Wheat
Lijuan Wang, Taifeng Dong, Guimin Zhang and Zheng Niu IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 6(3) 1730 (2013) https://doi.org/10.1109/JSTARS.2013.2261474
Retrieval of leaf area index from MODIS surface reflectance by model inversion using different minimization criteria
Evaluation of Agreement Between Space Remote Sensing SPOT-VEGETATION fAPAR Time Series
M. Meroni, C. Atzberger, C. Vancutsem, N. Gobron, F. Baret, R. Lacaze, H. Eerens and O. Leo IEEE Transactions on Geoscience and Remote Sensing 51(4) 1951 (2013) https://doi.org/10.1109/TGRS.2012.2212447
A Bayesian object-based approach for estimating vegetation biophysical and biochemical variables from APEX at-sensor radiance data
Valérie C.E. Laurent, Wout Verhoef, Alexander Damm, Michael E. Schaepman and Jan G.P.W. Clevers Remote Sensing of Environment 139 6 (2013) https://doi.org/10.1016/j.rse.2013.07.032
Leaf area index for biomes of the Eastern Arc Mountains: Landsat and SPOT observations along precipitation and altitude gradients
Vegetation Structure Retrieval in Beech and Spruce Forests Using Spectrodirectional Satellite Data
Martin Schlerf and Clement Atzberger IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 5(1) 8 (2012) https://doi.org/10.1109/JSTARS.2012.2184268
Mapping spatio-temporal variation of grassland quantity and quality using MERIS data and the PROSAIL model
Inversion of a Radiative Transfer Model for Estimation of Rice Canopy Chlorophyll Content Using a Lookup-Table Approach
Roshanak Darvishzadeh, Ali A. Matkan and Abdolhamid Dashti Ahangar IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 5(4) 1222 (2012) https://doi.org/10.1109/JSTARS.2012.2186118
An Earth Observation Land Data Assimilation System (EO-LDAS)
P. Lewis, J. Gómez-Dans, T. Kaminski, J. Settle, T. Quaife, N. Gobron, J. Styles and M. Berger Remote Sensing of Environment 120 219 (2012) https://doi.org/10.1016/j.rse.2011.12.027
Parameter estimation of a two-horizon soil profile by combining crop canopy and surface soil moisture observations using GLUE
Mapping radiation interception in row-structured orchards using 3D simulation and high-resolution airborne imagery acquired from a UAV
M. L. Guillen-Climent, Pablo J. Zarco-Tejada, J. A. J. Berni, P. R. J. North and F. J. Villalobos Precision Agriculture 13(4) 473 (2012) https://doi.org/10.1007/s11119-012-9263-8
Optimising view angles for the estimation of leaf area index via entropy-difference analysis
Comparison of different methods for corn LAI estimation over northeastern China
Yang Fei, Sun Jiulin, Fang Hongliang, Yao Zuofang, Zhang Jiahua, Zhu Yunqiang, Song Kaishan, Wang Zongming and Hu Maogui International Journal of Applied Earth Observation and Geoinformation 18 462 (2012) https://doi.org/10.1016/j.jag.2011.09.004
Improving the retrieval of the biophysical parameters of vegetation canopies using the contribution index
Kongwen Zhang, Baoxin Hu, Jian-guo Wang, Elizabeth Pattey and Anne M. Smith Canadian Journal of Remote Sensing 37(6) 643 (2011) https://doi.org/10.5589/m12-006
Optimal modalities for radiative transfer-neural network estimation of canopy biophysical characteristics: Evaluation over an agricultural area with CHRIS/PROBA observations
Applications of the BIOPHYS Algorithm for Physically-Based Retrieval of Biophysical, Structural and Forest Disturbance Information
Derek R. Peddle, K. Fred Huemmrich, Forrest G. Hall, et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 4(4) 971 (2011) https://doi.org/10.1109/JSTARS.2011.2164899
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
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) https://doi.org/10.1080/01431161.2010.531780
Remote Sensing Image Processing
Gustavo Camps-Valls, Devis Tuia, Luis Gómez-Chova, Sandra Jiménez and Jesús Malo Synthesis Lectures on Image, Video, and Multimedia Processing 5(1) 1 (2011) https://doi.org/10.2200/S00392ED1V01Y201107IVM012
Inversion of a coupled canopy–atmosphere model using multi-angular top-of-atmosphere radiance data: A forest case study
Valérie C.E. Laurent, Wout Verhoef, Jan G.P.W. Clevers and Michael E. Schaepman Remote Sensing of Environment 115(10) 2603 (2011) https://doi.org/10.1016/j.rse.2011.05.016
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) https://doi.org/10.1016/j.isprsjprs.2011.09.013
Tracking plant physiological properties from multi-angular tower-based remote sensing
Evaluation of Sentinel-2 Spectral Sampling for Radiative Transfer Model Based LAI Estimation of Wheat, Sugar Beet, and Maize
K Richter, C Atzberger, F Vuolo and G D'Urso IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 4(2) 458 (2011) https://doi.org/10.1109/JSTARS.2010.2091492
Current Status and Perspectives for the Estimation of Crop Water Requirements from Earth Observation
Estimating aboveground forest biomass from canopy reflectance model inversion in mountainous terrain
Scott A. Soenen, Derek R. Peddle, Ronald J. Hall, Craig A. Coburn and Forrest G. Hall Remote Sensing of Environment 114(7) 1325 (2010) https://doi.org/10.1016/j.rse.2009.12.012
Applying different inversion techniques to retrieve stand variables of summer barley with PROSPECT + SAIL
Earth Observation products for operational irrigation management in the context of the PLEIADeS project
G. D’Urso, K. Richter, A. Calera, M.A. Osann, R. Escadafal, J. Garatuza-Pajan, L. Hanich, A. Perdigão, J.B. Tapia and F. Vuolo Agricultural Water Management 98(2) 271 (2010) https://doi.org/10.1016/j.agwat.2010.08.020
Scaling up Semi-Arid Grassland Biochemical Content from the Leaf to the Canopy Level: Challenges and Opportunities
Éric Lichtfouse, Marjolaine Hamelin, Mireille Navarrete, Philippe Debaeke and Agnès Henri Agronomy for Sustainable Development 30(1) 1 (2010) https://doi.org/10.1051/agro/2009055
Neural network method to solve inverse problems for canopy radiative transfer models
Canopy Reflectance Model Inversion in Multiple Forward Mode
S.A. Soenen, D.R. Peddle, C.A. Coburn, R.J. Hall and F.G. Hall Photogrammetric Engineering & Remote Sensing 75(4) 361 (2009) https://doi.org/10.14358/PERS.75.4.361
Retrieval of Mars surface physical properties from OMEGA hyperspectral images using regularized sliced inverse regression
C. Bernard‐Michel, S. Douté, M. Fauvel, L. Gardes and S. Girard Journal of Geophysical Research: Planets 114(E6) (2009) https://doi.org/10.1029/2008JE003171
PROSPECT+SAIL models: A review of use for vegetation characterization
Scientific and technical challenges in remote sensing of plant canopy reflectance and fluorescence
Zbyněk Malenovský, Kumud Bandhu Mishra, František Zemek, Uwe Rascher and Ladislav Nedbal Journal of Experimental Botany 60(11) 2987 (2009) https://doi.org/10.1093/jxb/erp156
Utility of an image-based canopy reflectance modeling tool for remote estimation of LAI and leaf chlorophyll content at the field scale
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