Comparing CNNs and PLSr for estimating wheat organs biophysical variables using proximal sensing by Alexis Carlier, Sébastien Dandrifosse, Benjamin Dumont, Benoit Mercatoris

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Registration and Fusion of Close-Range Multimodal Wheat Images in Field Conditions by Sébastien Dandrifosse, Alexis Carlier, Benjamin Dumont, Benoît Mercatoris

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Improving Jujube Fruit Tree Yield Estimation at the Field Scale by Assimilating a Single Landsat Remotely-Sensed LAI into the WOFOST Model by Tiecheng Bai, Nannan Zhang, Benoit Mercatoris, Youqi Chen

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To What Extent Does Yellow Rust Infestation Affect Remotely Sensed Nitrogen Status? by Alexis Carlier, Sebastien Dandrifosse, Benjamin Dumont, Benoît Mercatoris

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In-Field Wheat Reflectance: How to Reach the Organ Scale? by Sébastien Dandrifosse, Alexis Carlier, Benjamin Dumont, Benoît Mercatoris

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Imaging Wheat Canopy Through Stereo Vision: Overcoming the Challenges of the Laboratory to Field Transition for Morphological Features Extraction by Sébastien Dandrifosse, Arnaud Bouvry, Vincent Leemans, Benjamin Dumont, Benoît Mercatoris

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Assessing Soil Crack Dynamics and Water Evaporation during Dryings of Agricultural Soil from Reduced Tillage and Conventional Tillage Fields by Njaka Ralaizafisoloarivony, Aurore Degré, Benoit Mercatoris, Angélique Leonard, Dominique Toye, Robert Charlier

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A First Insight on the Interaction between Desiccation Cracking and Water Transfer in a Luvisol of Belgium by Njaka Ralaizafisoloarivony, Aurore Degré, Benoît Mercatoris, Angélique Léonard, Dominique Toye, Robert Charlier

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Growth simulation and yield prediction for perennial jujube fruit tree by integrating age into the WOFOST model by Tie-cheng BAI, Tao WANG, Nan-nan ZHANG, You-qi CHEN, Benoit MERCATORIS

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PCA-based detection of phosphorous deficiency in wheat plants using prompt fluorescence and 820 nm modulated reflection signals. by Yousra El-Mejjaouy, Laila Belmrhar, Youssef Zeroual, Benjamin Dumont, Benoît Mercatoris, Abdallah Oukarroum

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Improving Wheat Yield Prediction Accuracy Using LSTM-RF Framework Based on UAV Thermal Infrared and Multispectral Imagery by Yulin Shen, Benoît Mercatoris, Zhen Cao, Paul Kwan, Leifeng Guo, Hongxun Yao, Qian Cheng

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Global Wheat Head Detection 2021: An Improved Dataset for Benchmarking Wheat Head Detection Methods by Etienne David, Mario Serouart, Daniel Smith, Simon Madec, Kaaviya Velumani, Shouyang Liu, Xu Wang, Francisco Pinto, Shahameh Shafiee, Izzat S. A. Tahir, Hisashi Tsujimoto, Shuhei Nasuda, Bangyou Zheng, Norbert Kirchgessner, Helge Aasen, Andreas Hund, Pouria Sadhegi-Tehran, Koichi Nagasawa, Goro Ishikawa, Sébastien Dandrifosse, Alexis Carlier, Benjamin Dumont, Benoit Mercatoris, Byron Evers, Ken Kuroki, Haozhou Wang, Masanori Ishii, Minhajul A. Badhon, Curtis Pozniak, David Shaner LeBauer, Morten Lillemo, Jesse Poland, Scott Chapman, Benoit de Solan, Frédéric Baret, Ian Stavness, Wei Guo

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