Latent Space Methods for Automatic Image-Based Phenotyping of Plant Stress Responses
Ian Stavness
University of Saskatchewan, Canada
The iNaturalist Database (tentative)
Alex Shepard
iNaturalist, USA
Deep Learning for Plant Image Analysis
Valerio Giuffrida
Edinburgh Napier University, UK
DNN-based Plant Phenome Estimation with Small Data
Yuzuko Utsumi
Osaka Prefecture University, Japan
Session 3 Look at Plants Through Colored Spectacles (Chair : Kuniaki Uto)
Multi-modality Remote Sensing for High Throughput Phenotyping and Predictive Modeling
Melba Crawford
Purdue University, USA
Estimation of Biophysical Variables Using Imaging Spectroscopy: Latest Advances and Applications for the Monitoring of Agrosystems and Natural Ecosystems
Jean-Baptiste Feret
UMR TETIS, INRAE, France
From Leaf to Canopy Scattering and Fluorescence Simulation Using Unified 3-D Radiative Transfer Model
Abdelaziz Kallel
Centre de Recherche en Numérique de Sfax, Tunisia
Session 4 Understanding the Consequences of Complex Microbial Interactions in Agricultural Ecosystems (Chair : Masayuki Ushio)
Agriculture and the Disruption of Plant–Microbial Symbiosis
Stephanie Porter
Washington State University, USA
The Impact of Intensive Agriculture on Microbial Biogeography and Network Complexity