Related references
Note: Only part of the references are listed.Estimation of crop variables using bistatic scatterometer data and artificial neural network trained by empirical models
Dileep Kumar Gupta et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2016)
Coupling SAR C-Band and Optical Data for Soil Moisture and Leaf Area Index Retrieval Over Irrigated Grasslands
Nicolas N. Baghdadi et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2016)
Assimilation of LAI and Dry Biomass Data From Optical and SAR Images Into an Agro-Meteorological Model to Estimate Soybean Yield
Julie Betbeder et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2016)
Crop Monitoring Based on SPOT-5 Take-5 and Sentinel-1A Data for the Estimation of Crop Water Requirements
Ana Navarro et al.
REMOTE SENSING (2016)
Estimation of biomass in wheat using random forest regression algorithm and remote sensing data
Li'ai Wang et al.
CROP JOURNAL (2016)
Bistatic measurements for the estimation of rice crop variables using artificial neural network
D. K. Gupta et al.
ADVANCES IN SPACE RESEARCH (2015)
Evaluation of ALOS/PALSAR L-Band Data for the Estimation of Eucalyptus Plantations Aboveground Biomass in Brazil
Nicolas Baghdadi et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2015)
Comparison of different regression models and validation techniques for the assessment of wheat leaf area index from hyperspectral data
Bastian Siegmann et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2015)
Comparison of support vector machine, artificial neural network, and spectral angle mapper algorithms for crop classification using LISS IV data
Pradeep Kumar et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2015)
Review of Machine Learning Approaches for Biomass and Soil Moisture Retrievals from Remote Sensing Data
Iftikhar Ali et al.
REMOTE SENSING (2015)
Retrieval of Wheat Growth Parameters With Radar Vegetation Indices
Yihyun Kim et al.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2014)
Predictive modeling of groundwater nitrate pollution using Random Forest and multisource variables related to intrinsic and specific vulnerability: A case study in an agricultural setting (Southern Spain)
Victor Rodriguez-Galiano et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2014)
Multiyear independent validation of the water cloud model for retrieving maize leaf area index from SAR time series
Emilie Beriaux et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2013)
Relationship between X-band backscattering coefficients from high-resolution satellite SAR and biophysical variables in paddy rice
Yoshio Inoue et al.
REMOTE SENSING LETTERS (2013)
Estimation of Leaf Area Index Using DEIMOS-1 Data: Application and Transferability of a Semi-Empirical Relationship between two Agricultural Areas
Francesco Vuolo et al.
REMOTE SENSING (2013)
Potential for High Resolution Systematic Global Surface Soil Moisture Retrieval via Change Detection Using Sentinel-1
Michael Hornacek et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2012)
High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm
Onisimo Mutanga et al.
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2012)
Forest attribute imputation using machine-learning methods and ASTER data: comparison of k-NN, SVR and random forest regression algorithms
Shaban Shataee et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2012)
Machine learning regression algorithms for biophysical parameter retrieval: Opportunities for Sentinel-2 and -3
Jochem Verrelst et al.
REMOTE SENSING OF ENVIRONMENT (2012)
Support Vector Regression for the Estimation of Forest Stand Parameters Using Airborne Laser Scanning
Jean-Matthieu Monnet et al.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2011)
Multioutput Support Vector Regression for Remote Sensing Biophysical Parameter Estimation
Devis Tuia et al.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2011)
Estimation of kidney bean crop variables using ground-based scatterometer data at 9.89 GHz
Rajendra Prasad
INTERNATIONAL JOURNAL OF REMOTE SENSING (2011)
Soil moisture retrieval over agricultural fields from multi-polarized and multi-angular RADARSAT-2 SAR data
Imen Gherboudj et al.
REMOTE SENSING OF ENVIRONMENT (2011)
Support vector machines regression for retrieval of leaf area index from multiangle imaging spectroradiometer
Surya S. Durbha et al.
REMOTE SENSING OF ENVIRONMENT (2007)
Robust support vector regression for biophysical variable estimation from remotely sensed images
Gustavo Camps-Valls et al.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2006)
Rice crop parameter retrieval using multi-temporal, multi-incidence angle Radarsat SAR data
M Chakraborty et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2005)
Wheat cycle monitoring using radar data and a neural network trained by a model
F Del Frate et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2004)
Opening the black box of neural networks for remote sensing image classification
F Qiu et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2004)
The use of backpropagating artificial neural networks in land cover classification
T Kavzoglu et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2003)
Multitemporal C-band radar measurements on wheat fields
F Mattia et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2003)
Extracting biophysical parameters from remotely sensed radar data: a review of the water cloud model
AJ Graham et al.
PROGRESS IN PHYSICAL GEOGRAPHY (2003)
Retrieving soil moisture and agricultural variables by microwave radiometry using neural networks
F Del Frate et al.
REMOTE SENSING OF ENVIRONMENT (2003)
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
Y Inoue et al.
REMOTE SENSING OF ENVIRONMENT (2002)
Providing crop information using RADARSAT-1 and satellite optical imagery
H McNairn et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2002)
Modeling microwave interactions with crops and comparison with ERS-2 SAR observations
G Cookmartin et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2000)
Share Paper
