Big Data for weed control and crop protection

Soybean varieties portfolio optimisation based on yield prediction

(2016) Oskar Marko et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Selecting patterns and features for between- and within- crop-row weed mapping using UAV-imagery

(2016) María Pérez-Ortiz et al.   EXPERT SYSTEMS WITH APPLICATIONS

Application of species distribution models for protected areas threatened by invasive plants

(2016) Jana Pěknicová et al.   JOURNAL FOR NATURE CONSERVATION

Robotic weeding's false dawn? Ten requirements for fully autonomous mechanical weed management

(2016) C N Merfield   WEED RESEARCH

Global threats from invasive alien species in the twenty-first century and national response capacities

(2016) Regan Early et al.   Nature Communications

Improved Predictions of the Geographic Distribution of Invasive Plants Using Climatic Niche Models

(2016) Jorge E. Ramírez-Albores et al.   PLoS One

Farm management information systems: Current situation and future perspectives

(2015) S. Fountas et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Parallel Selective Algorithms for Nonconvex Big Data Optimization

(2015) Francisco Facchinei et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Advanced phenotyping and phenotype data analysis for the study of plant growth and development

(2015) Md. Matiur Rahaman et al.   Frontiers in Plant Science

Modeling and Optimization for Big Data Analytics: (Statistical) learning tools for our era of data deluge

(2014) Konstantinos Slavakis et al.   IEEE SIGNAL PROCESSING MAGAZINE

Fast Distributed Gradient Methods

(2014) Dusan Jakovetic et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Privacy Aware Learning

(2014) John C. Duchi et al.   JOURNAL OF THE ACM

The Ethics of Data Sharing and Reuse in Biology

(2013) Clifford S. Duke et al.   BIOSCIENCE

Integrated description of agricultural field experiments and production: The ICASA Version 2.0 data standards

(2013) Jeffrey W. White et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Signal Processing and Machine Learning with Differential Privacy: Algorithms and Challenges for Continuous Data

(2013) Anand D. Sarwate et al.   IEEE SIGNAL PROCESSING MAGAZINE

Distributed Autonomous Online Learning: Regrets and Intrinsic Privacy-Preserving Properties

(2013) Feng Yan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Integrative invasion science: model systems, multi-site studies, focused meta-analysis and invasion syndromes

(2013) Christoph Kueffer et al.   NEW PHYTOLOGIST

Hybrid Segmentation – Artificial Neural Network Classification of High Resolution Hyperspectral Imagery for Site-Specific Herbicide Management in Agriculture

(2013) P.R. Eddy et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Competition between ACCase-Inhibitor Resistant and Susceptible Sterile Wild Oat (Avena sterilis) Biotypes

(2013) Ilias S. Travlos   WEED SCIENCE

The Agricultural Model Intercomparison and Improvement Project (AgMIP): Protocols and pilot studies

(2012) C. Rosenzweig et al.   AGRICULTURAL AND FOREST METEOROLOGY

Privacy-preserving linear and nonlinear approximation via linear programming

(2012) Glenn M. Fung et al.   OPTIMIZATION METHODS & SOFTWARE

Responses of invasive silverleaf nightshade (Solanum elaeagnifolium) populations to varying soil water availability

(2012) Ilias S. Travlos   PHYTOPARASITICA

Germination patterns and implications for invasiveness in three Taraxacum (Asteraceae) species

(2012) J LUO et al.   WEED RESEARCH

A model for risk-based assessment ofPhelipanche mutelii(branched broomrape) eradication in fields

(2012) J PRIDER et al.   WEED RESEARCH

A four nation survey of farm information management and advanced farming systems: A descriptive analysis of survey responses

(2011) Lartey G. Lawson et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Solutions for a cultivated planet

(2011) Jonathan A. Foley et al.   NATURE

Can We Feed the World & Sustain the Planet?

(2011) Jonathan A. Foley   SCIENTIFIC AMERICAN

Prospects for biological control of Ambrosia artemisiifolia in Europe: learning from the past

(2011) E GERBER et al.   WEED RESEARCH

Conceptual model of a future farm management information system

(2010) C.G. Sørensen et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Early detection and classification of plant diseases with Support Vector Machines based on hyperspectral reflectance

(2010) T. Rumpf et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A robot to detect and control broad-leaved dock (Rumex obtusifolius L.) in grassland

(2010) Frits K. van Evert et al.   Journal of Field Robotics

Multifunctional crop trait ontology for breeders' data: field book, annotation, data discovery and semantic enrichment of the literature

(2010) Rosemary Shrestha et al.   AoB Plants

BIOMOD - a platform for ensemble forecasting of species distributions

(2009) Wilfried Thuiller et al.   ECOGRAPHY

The Pannonian plain as a source of Ambrosia pollen in the Balkans

(2009) B. Šikoparija et al.   INTERNATIONAL JOURNAL OF BIOMETEOROLOGY

Systematic design of an autonomous platform for robotic weeding

(2009) Tijmen Bakker et al.   JOURNAL OF TERRAMECHANICS

The role of communication and co-operation in the adoption of precision farming

(2009) T. Kutter et al.   PRECISION AGRICULTURE

Message-passing algorithms for compressed sensing

(2009) David L. Donoho et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Site-specific weed control technologies

(2009) S CHRISTENSEN et al.   WEED RESEARCH

Bigtable

(2008) Fay Chang et al.   ACM TRANSACTIONS ON COMPUTER SYSTEMS

Weed Manager—A model-based decision support system for weed management in arable crops

(2008) D.J. Parsons et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE