User menu

Multiyear independent validation of the water cloud model for retrieving maize leaf area index from SAR time series

Bibliographic reference Bériaux, Emilie ; Lucau-Danila, Cozmin ; Auquiere, Eric ; Defourny, Pierre. Multiyear independent validation of the water cloud model for retrieving maize leaf area index from SAR time series. In: International Journal of Remote Sensing, Vol. 34, no. 12, p. 4156-4181 (2013)
Permanent URL http://hdl.handle.net/2078/126107
  1. ANDERSON M, NEALE C, LI F, NORMAN J, KUSTAS W, JAYANTHI H, CHAVEZ J, Upscaling ground observations of vegetation water content, canopy height, and leaf area index during SMEX02 using aircraft and Landsat imagery, 10.1016/j.rse.2004.03.019
  2. Attema E. P. W., Ulaby Fawwaz T., Vegetation modeled as a water cloud, 10.1029/rs013i002p00357
  3. Auquière E., PhD thesis, Université catholique de Louvain (2001)
  4. Auquière E., Third ERS Symposium on Space at the Service of Our Environment, 147 (1997)
  5. Baghdadi Nicolas, Boyer Nathalie, Todoroff Pierre, El Hajj Mahmoud, Bégué Agnès, Potential of SAR sensors TerraSAR-X, ASAR/ENVISAT and PALSAR/ALOS for monitoring sugarcane crops on Reunion Island, 10.1016/j.rse.2009.04.005
  6. Bériaux Emilie, Lambot Sébastien, Defourny Pierre, Estimating surface-soil moisture for retrieving maize leaf-area index from SAR data, 10.5589/m11-021
  7. Blaes Xavier, Defourny Pierre, Characterizing Bidimensional Roughness of Agricultural Soil Surfaces for SAR Modeling, 10.1109/tgrs.2008.2002769
  8. Blaes X., Defourny P., Wegmuller U., Della Vecchia A., Guerriero L., Ferrazzoli P., C-band polarimetric indexes for maize monitoring based on a validated radiative transfer model, 10.1109/tgrs.2005.860969
  9. Boogaard, H., Van Diepen, C. A., Rötter, R. P., Cabrera, J. C. M. A. and Van Laar, H. H., eds. 1998.WOFOST 7.1. User Guide for the WOFOST 7.1 Crop Growth Simulation Model and WOFOST Control Center 5.1, 1–144. Wageningen: DLO Winand Staring Centre, WUR.
  10. BOUMAN B. A. M., GOUDRIAAN J., Estimation of crop growth from optical and microwave soil cover, 10.1080/01431168908904015
  11. Bouman B.A.M., van Kraalingen D.W.G., Stol W., van Leeuwen H.J.C., An Agroecological Modeling Approach to Explain ERS SAR Radar Backscatter of Agricultural Crops, 10.1016/s0034-4257(98)00079-0
  12. Brisco B., Principles & Applications of Imaging Radar. Manual of Remote Sensing, 381 (1998)
  13. Bsaibes Aline, Courault Dominique, Baret Frédéric, Weiss Marie, Olioso Albert, Jacob Frédéric, Hagolle Olivier, Marloie Olivier, Bertrand Nadine, Desfond Véronique, Kzemipour Farzaneh, Albedo and LAI estimates from FORMOSAT-2 data for crop monitoring, 10.1016/j.rse.2008.11.014
  14. Callens M., Verhoest N.E.C., Davidson M.W.J., Parameterization of tillage-induced single-scale soil roughness from 4-m profiles, 10.1109/tgrs.2005.860488
  15. Chakraborty M., Manjunath K.R., Panigrahy S., Kundu N., Parihar J.S., Rice crop parameter retrieval using multi-temporal, multi-incidence angle Radarsat SAR data, 10.1016/j.isprsjprs.2005.05.001
  16. Chen Jinsong, Lin Hui, Huang Chudong, Fang Chaoyang, The relationship between the leaf area index (LAI) of rice and the C‐band SAR vertical/horizontal (VV/HH) polarization ratio, 10.1080/01431160802609700
  17. Cloutis E. A., Agricultural crop monitoring using airborne multi-spectral imagery and C-band synthetic aperture radar, 10.1080/014311699213181
  18. Dabrowska-Zielinska K., Inoue Y., Kowalik W., Gruszczynska M., Inferring the effect of plant and soil variables on C- and L-band SAR backscatter over agricultural fields, based on model analysis, 10.1016/j.asr.2006.02.032
  19. Davidson M.W.J., Thuy Le Toan, Mattia F., Satalino G., Manninen T., Borgeaud M., On the characterization of agricultural soil roughness for radar remote sensing studies, 10.1109/36.841993
  20. Dechambre M, Mesures de l'humidité des sols et du contenu en eau de la végétation par radar aéroportéEstimation of soil moisture and vegetation biomass from airbone radar data, 10.1016/s1240-1307(03)00011-6
  21. Dupriez, G. L. and Sneyers, R., eds. 1982.Précipitations: Les Normales Du Réseau Pluviométrique Belge, 1–23. Bruxelles: Institut Royal Météorologique de Belgique.
  22. Duveiller Grégory, Weiss Marie, Baret Frédéric, Defourny Pierre, Retrieving wheat Green Area Index during the growing season from optical time series measurements based on neural network radiative transfer inversion, 10.1016/j.rse.2010.11.016
  23. 1. Introduction, The Jackknife, the Bootstrap and Other Resampling Plans (1982) ISBN:9780898711790 p.1-3, 10.1137/1.9781611970319.ch1
  24. FAO, IIASA, ISRIC, ISSCAS, and JRC. 2009.Harmonized World Soil Database (Version 1.1), 1–38. Rome and Laxenburg: FAO and IIASA.
  25. Fellah K., Retrieval of Bio- and Geophysical Parameters from SAR Data for Land Applications, edited by IEEE, 337 (1995)
  26. Fellah K., Second ERS Applications Workshop, edited by T.D. Guyenne, 161 (1995)
  27. Ferrazzoli P., Paloscia S., Pampaloni P., Schiavon G., Sigismondi S., Solimini D., The potential of multifrequency polarimetric SAR in assessing agricultural and arboreous biomass, 10.1109/36.551929
  28. Fung, A. K., ed. 1994.Microwave Scattering and Emission Models and Their Applications, 1–592. Boston, MA: Artech House.
  29. Fung A.K., Li Z., Chen K.S., Backscattering from a randomly rough dielectric surface, 10.1109/36.134085
  30. Gherboudj Imen, Magagi Ramata, Berg Aaron A., Toth Brenda, Soil moisture retrieval over agricultural fields from multi-polarized and multi-angular RADARSAT-2 SAR data, 10.1016/j.rse.2010.07.011
  31. Graham A. J., Harris R., Estimating crop and waveband specific water cloud model parameters using a theoretical backscatter model, 10.1080/0143116021000009516
  32. Graham A. J., Harris R., Extracting biophysical parameters from remotely sensed radar data: a review of the water cloud model, 10.1191/0309133303pp378ra
  33. Inoue Y., Kurosu T., Maeno H., Uratsuka S., Kozu T., Dabrowska-Zielinska K., Qi J., Season-long daily measurements of multifrequency (Ka, Ku, X, C, and L) and full-polarization backscatter signatures over paddy rice field and their relationship with biological variables, 10.1016/s0034-4257(01)00343-1
  34. Jonckheere Inge, Fleck Stefan, Nackaerts Kris, Muys Bart, Coppin Pol, Weiss Marie, Baret Frédéric, Review of methods for in situ leaf area index determination, 10.1016/j.agrformet.2003.08.027
  35. Lambot S., Javaux M., Hupet F., Vanclooster M., A global multilevel coordinate search procedure for estimating the unsaturated soil hydraulic properties : GMCS-NMS INVERSION FOR SOIL HYDRAULIC FUNCTIONS, 10.1029/2001wr001224
  36. Lievens Hans, Verhoest Niko E. C., On the Retrieval of Soil Moisture in Wheat Fields From L-Band SAR Based on Water Cloud Modeling, the IEM, and Effective Roughness Parameters, 10.1109/lgrs.2011.2106109
  37. Lucau-Danila C., PhD thesis, Université Catholique de Louvain (2008)
  38. Macelloni Giovanni, Paloscia Simonetta, Pampaloni Paolo, Ruisi Roberto, Dechambre Monique, Valentin René, Chanzy André, Prévot Laurent, Bruguier Nadine, Modelling radar backscatter from crops during the growth cycle, 10.1051/agro:2002040
  39. Mattia F., The 2004 Envisat & ERS Symposium (ESA SP-572), edited by H. Lacoste, 1 (2005)
  40. Mattia F., Thuy Le Toan, Picard G., Posa F.I., D'Alessio A., Notarnicola C., Gatti A.M., Rinaldi M., Satalino G., Pasquariello G., Multitemporal c-band radar measurements on wheat fields, 10.1109/tgrs.2003.813531
  41. McNairn H., Brisco B., The application of C-band polarimetric SAR for agriculture: a review, 10.5589/m03-069
  42. McNairn H., Ellis J., Van Der Sanden J. J., Hirose T., Brown R. J., Providing crop information using RADARSAT-1 and satellite optical imagery, 10.1080/01431160110070753
  43. Nelder J. A., Mead R., A Simplex Method for Function Minimization, 10.1093/comjnl/7.4.308
  44. Oh Y., Sarabandi K., Ulaby F.T., Semi-empirical model of the ensemble-averaged differential Mueller matrix for microwave backscattering from bare soil surfaces, 10.1109/tgrs.2002.800232
  45. Paloscia Simonetta, A summary of experimental results to assess the contribution of SAR for mapping vegetation biomass and soil moisture, 10.5589/m02-020
  46. Prévot L., Champion I., Guyot G., Estimating surface soil moisture and leaf area index of a wheat canopy using a dual-frequency (C and X bands) scatterometer, 10.1016/0034-4257(93)90053-z
  47. RICHARDS J. A., Radar backscatter modelling of forests: a review of current trends, 10.1080/01431169008955094
  48. Schaap Marcel G., Leij Feike J., van Genuchten Martinus Th., rosetta : a computer program for estimating soil hydraulic parameters with hierarchical pedotransfer functions, 10.1016/s0022-1694(01)00466-8
  49. Supit, I., Hooyer, A. A. and Van Diepen, C. A., eds. 1994.Systems Description of the WOFOST 6.0 Crop Simulation Model Implemented in CGMS. Vol. 1: Theory and Algorithms, 1–146. Luxembourg: Joint Research Center, Commission of the European Communities.
  50. Ulaby F.T., Allen C.T., Eger G., Kanemasu E., Relating the microwave backscattering coefficient to leaf area index, 10.1016/0034-4257(84)90010-5
  51. Ulaby F. T., Microwave Remote Sensing Active and Passive, 457 (1986)
  52. Ulaby F. T., Microwave Remote Sensing Active and Passive, 1065 (1986)
  53. van Dam Jos C., Groenendijk Piet, Hendriks Rob F.A., Kroes Joop G., Advances of Modeling Water Flow in Variably Saturated Soils with SWAP, 10.2136/vzj2007.0060
  54. Van Diepen, K., Boogaard, H., Supit, I., Lazar, C., Orlandi, S., Van Der Goot, E. and Schapendonk, A., eds. 2004.Methodology of the MARS Crop Yield Forecasting System. Vol. 2 Agrometeorological Data Collection, Processing and Analysis, 1–98. Luxembourg: EC.
  55. Van Leeuwen H., PhD thesis, Wageningen Agricultural University (1996)
  56. Verhoest Niko E.C, Lievens Hans, Wagner Wolfgang, Álvarez-Mozos Jesús, Moran M. Susan, Mattia Francesco, On the Soil Roughness Parameterization Problem in Soil Moisture Retrieval of Bare Surfaces from Synthetic Aperture Radar, 10.3390/s8074213
  57. Wigneron J.-P., Ferrazzoli P., Olioso A., Bertuzzi P., Chanzy A., A Simple Approach To Monitor Crop Biomass from C-Band Radar Data, 10.1016/s0034-4257(99)00011-5
  58. Wolf J., Methods of Introducing System Models Into Agricultural Research. Advances in Agricultural Systems Modelling Series 2, 297 (2011)
  59. XU H., STEVEN M. D., JAGGARD K. W., Monitoring leaf area of sugar beet using ERS-1 SAR data, 10.1080/01431169608949158