Can Commercial Low-Cost Drones and Open-Source GIS Technologies Be Suitable for Semi-Automatic Weed Mapping for Smart Farming? A Case Study in NE Italy

The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation

(2020) Davide Chicco et al.   BMC GENOMICS

Comparison of Object Detection and Patch-Based Classification Deep Learning Models on Mid- to Late-Season Weed Detection in UAV Imagery

(2020) Arun Narenthiran Veeranampalayam Sivakumar et al.   Remote Sensing

Conducting groundwater monitoring studies in Europe for pesticide active substances and their metabolites in the context of Regulation (EC) 1107/2009

(2019) Anne Louise Gimsing et al.   Journal fur Verbraucherschutz und Lebensmittelsicherheit-Journal of Consumer Protection and Food Safety

Evaluation of support vector machine and artificial neural networks in weed detection using shape features

(2018) Adel Bakhshipour et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Assessment of yield and economic losses in agriculture due to weeds in India

(2018) Yogita Gharde et al.   CROP PROTECTION

Fusion of pixel and object-based features for weed mapping using unmanned aerial vehicle imagery

(2018) Junfeng Gao et al.   International Journal of Applied Earth Observation and Geoinformation

Policy distortions, farm size, and the overuse of agricultural chemicals in China

(2018) Yiyun Wu et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Is the current state of the art of weed monitoring suitable for site-specific weed management in arable crops?

(2018) C Fernández-Quintanilla et al.   WEED RESEARCH

Unsupervised Classification Algorithm for Early Weed Detection in Row-Crops by Combining Spatial and Spectral Information

(2018) Marine Louargant et al.   Remote Sensing

Accurate Weed Mapping and Prescription Map Generation Based on Fully Convolutional Networks Using UAV Imagery

(2018) Huasheng Huang et al.   SENSORS

Perspectives for Remote Sensing with Unmanned Aerial Vehicles in Precision Agriculture

(2018) Wouter H. Maes et al.   TRENDS IN PLANT SCIENCE

What good are unmanned aircraft systems for agricultural remote sensing and precision agriculture?

(2017) E. Raymond Hunt et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Evaluating the potential of Unmanned Aerial Systems for mapping weeds at field scales: a case study with Alopecurus myosuroides

(2017) J P T Lambert et al.   WEED RESEARCH

Detection of Corn and Weed Species by the Combination of Spectral, Shape and Textural Features

(2017) Fenfang Lin et al.   Sustainability

Methods to conduct and analyse weed surveys in arable farming: a review

(2016) Kristin Hanzlik et al.   Agronomy for Sustainable Development

Ecologically sustainable weed management: How do we get from proof-of-concept to adoption?

(2016) Matt Liebman et al.   ECOLOGICAL APPLICATIONS

Evaluation of UAV imagery for mapping Silybum marianum weed patches

(2016) A. A. Tamouridou et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Assessing the potential of images from unmanned aerial vehicles (UAV) to support herbicide patch spraying in maize

(2016) F. Castaldi et al.   PRECISION AGRICULTURE

Adoption of precision agriculture technologies by German crop farmers

(2016) Margit Paustian et al.   PRECISION AGRICULTURE

Transforming food systems with agroecology

(2016) Steve Gliessman   Agroecology and Sustainable Food Systems

Automatic detection and delineation of citrus trees from VHR satellite imagery

(2015) A. Ozdarici-Ok   INTERNATIONAL JOURNAL OF REMOTE SENSING

Early season weed mapping in sunflower using UAV technology: variability of herbicide treatment maps against weed thresholds

(2015) Francisca López-Granados et al.   PRECISION AGRICULTURE

Herbicides as Weed Control Agents: State of the Art: I. Weed Control Research and Safener Technology: The Path to Modern Agriculture

(2014) H. Kraehmer et al.   PLANT PHYSIOLOGY

Herbicide impact on non-target plant reproduction: What are the toxicological and ecological implications?

(2013) C. Boutin et al.   ENVIRONMENTAL POLLUTION

Weed Mapping in Early-Season Maize Fields Using Object-Based Analysis of Unmanned Aerial Vehicle (UAV) Images

(2013) José Manuel Peña et al.   PLoS One

The impacts of traditional and novel herbicide application methods on target plants, non-target plants and production in intensive grasslands

(2013) E F Power et al.   WEED RESEARCH

Factors influencing the adoption of precision agricultural technologies: a review for policy implications

(2012) Yeong Sheng Tey et al.   PRECISION AGRICULTURE

Spatial and temporal dynamics of Sorghum halepense patches in maize crops

(2012) D ANDÚJAR et al.   WEED RESEARCH

Reducing the Risks of Herbicide Resistance: Best Management Practices and Recommendations

(2012) Jason K. Norsworthy et al.   WEED SCIENCE

Airborne multi-spectral imagery for mapping cruciferous weeds in cereal and legume crops

(2011) Ana Isabel de Castro et al.   PRECISION AGRICULTURE

Land cover change assessment using decision trees, support vector machines and maximum likelihood classification algorithms

(2009) J.R. Otukei et al.   International Journal of Applied Earth Observation and Geoinformation

Adoption of precision agriculture technologies in India and in some developing countries: Scope, present status and strategies

(2009) Pinaki Mondal et al.   Progress in Natural Science-Materials International

Precision farming for weed management: techniques

(2008) Martin Weis et al.   Gesunde Pflanzen