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Yuval Sadeh, Xuan Zhu, David Dunkerley, Jeffrey P. Walker, Yang Chen and Karine Chenu Agronomy for Sustainable Development 44(4) (2024) https://doi.org/10.1007/s13593-024-00974-4
Assimilation of Sentinel‐1 Backscatter to Update AquaCrop Estimates of Soil Moisture and Crop Biomass
Shannon de Roos, Michel Bechtold, Louise Busschaert, Hans Lievens and Gabrielle J. M. De Lannoy Journal of Geophysical Research: Biogeosciences 129(10) (2024) https://doi.org/10.1029/2024JG008231
Synergistic retrievals of leaf area index and soil moisture from Sentinel-1 and Sentinel-2
T. Quaife, E. M. Pinnington, P. Marzahn, T. Kaminski, M. Vossbeck, J. Timmermans, C. Isola, B. Rommen and A. Loew International Journal of Image and Data Fusion 14(3) 225 (2023) https://doi.org/10.1080/19479832.2022.2149629
Estimating soil available water capacity within a Mediterranean vineyard watershed using satellite imagery and crop model inversion
UAV Remote Sensing for High-Throughput Phenotyping and for Yield Prediction of Miscanthus by Machine Learning Techniques
Giorgio Impollonia, Michele Croci, Andrea Ferrarini, Jason Brook, Enrico Martani, Henri Blandinières, Andrea Marcone, Danny Awty-Carroll, Chris Ashman, Jason Kam, Andreas Kiesel, Luisa M. Trindade, Mirco Boschetti, John Clifton-Brown and Stefano Amaducci Remote Sensing 14(12) 2927 (2022) https://doi.org/10.3390/rs14122927
Estimating rice yield by assimilating UAV-derived plant nitrogen concentration into the DSSAT model: Evaluation at different assimilation time windows
Data collection design for calibration of crop models using practical identifiability analysis
Willem Coudron, Anne Gobin, Charlotte Boeckaert, Tim De Cuypere, Peter Lootens, Sabien Pollet, Kris Verheyen, Pieter De Frenne and Tom De Swaef Computers and Electronics in Agriculture 190 106457 (2021) https://doi.org/10.1016/j.compag.2021.106457
Crop classification from full-year fully-polarimetric L-band UAVSAR time-series using the Random Forest algorithm
Huapeng Li, Ce Zhang, Shuqing Zhang and Peter M. Atkinson International Journal of Applied Earth Observation and Geoinformation 87 102032 (2020) https://doi.org/10.1016/j.jag.2019.102032
Remote prediction of yield based on LAI estimation in oilseed rape under different planting methods and nitrogen fertilizer applications
Yi Peng, Ting’e Zhu, Yucui Li, Can Dai, Shenghui Fang, Yan Gong, Xianting Wu, Renshan Zhu and Kan Liu Agricultural and Forest Meteorology 271 116 (2019) https://doi.org/10.1016/j.agrformet.2019.02.032
Assimilation of Sentinel-2 Leaf Area Index Data into a Physically-Based Crop Growth Model for Yield Estimation
Assimilation of remote sensing into crop growth models: Current status and perspectives
Jianxi Huang, Jose L. Gómez-Dans, Hai Huang, Hongyuan Ma, Qingling Wu, Philip E. Lewis, Shunlin Liang, Zhongxin Chen, Jing-Hao Xue, Yantong Wu, Feng Zhao, Jing Wang and Xianhong Xie Agricultural and Forest Meteorology 276-277 107609 (2019) https://doi.org/10.1016/j.agrformet.2019.06.008
Assimilating Soil Moisture Retrieved from Sentinel-1 and Sentinel-2 Data into WOFOST Model to Improve Winter Wheat Yield Estimation
Wen Zhuo, Jianxi Huang, Li Li, Xiaodong Zhang, Hongyuan Ma, Xinran Gao, Hai Huang, Baodong Xu and Xiangming Xiao Remote Sensing 11(13) 1618 (2019) https://doi.org/10.3390/rs11131618
A review of data assimilation of remote sensing and crop models
Winter wheat yield estimation based on multi-source medium resolution optical and radar imaging data and the AquaCrop model using the particle swarm optimization algorithm
Assimilation of LAI and Dry Biomass Data From Optical and SAR Images Into an Agro-Meteorological Model to Estimate Soybean Yield
Julie Betbeder, Remy Fieuzal and Frederic Baup IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 9(6) 2540 (2016) https://doi.org/10.1109/JSTARS.2016.2541169
Impact of the spatial resolution of climatic data and soil physical properties on regional corn yield predictions using the STICS crop model
Guillaume Jégo, Elizabeth Pattey, S. Morteza Mesbah, Jiangui Liu and Isabelle Duchesne International Journal of Applied Earth Observation and Geoinformation 41 11 (2015) https://doi.org/10.1016/j.jag.2015.04.013
The use of satellite data for crop yield gap analysis
Assimilating remote sensing observations of leaf area index and soil moisture for wheat yield estimates: An observing system simulation experiment
G. S. Nearing, W. T. Crow, K. R. Thorp, M. S. Moran, R. H. Reichle and H. V. Gupta Water Resources Research 48(5) (2012) https://doi.org/10.1029/2011WR011420
Assessment of vegetation indices for regional crop green LAI estimation from Landsat images over multiple growing seasons
Evaluation of the STICS crop growth model with maize cultivar parameters calibrated for Eastern Canada
Guillaume Jégo, Elizabeth Pattey, Gaétan Bourgeois, Craig F. Drury and Nicolas Tremblay Agronomy for Sustainable Development 31(3) 557 (2011) https://doi.org/10.1007/s13593-011-0014-4
Potential performances of remotely sensed LAI assimilation in WOFOST model based on an OSS Experiment
Future directions for advanced evapotranspiration modeling: Assimilation of remote sensing data into crop simulation models and SVAT models
A. Olioso, Y. Inoue, S. Ortega-FARIAS, J. Demarty, J.-P. Wigneron, I. Braud, F. Jacob, P. Lecharpentier, C. OttlÉ, J.-C. Calvet and N. Brisson Irrigation and Drainage Systems 19(3-4) 377 (2005) https://doi.org/10.1007/s10795-005-8143-z