Could the dawn of Level 4 robotic weeders facilitate a revolution in ecological weed management?

[1]  C. Merfield.  Redefining weeds for the post‐herbicide era , 2022, Weed Research.

[2]  J. Maja,et al.  Determining the utility of an unmanned ground vehicle for weed control in specialty crop systems , 2021, Italian Journal of Agronomy.

[3]  Roland Gerhards,et al.  Sensor-Based Intrarow Mechanical Weed Control in Sugar Beets with Motorized Finger Weeders , 2021, Agronomy.

[4]  Nik Norasma Che’Ya,et al.  Assessment of Weed Classification Using Hyperspectral Reflectance and Optimal Multispectral UAV Imagery , 2021, Agronomy.

[5]  Anna S. Westbrook,et al.  Integrated management of living mulches for weed control: A review , 2021, Weed Technology.

[6]  A. Werner,et al.  Developing Automated and Autonomous Weed Control Methods on Vegetable Crops in New Zealand , 2020 .

[7]  Benjamin Kollenda,et al.  Sensor-based mechanical weed control: Present state and prospects , 2020, Comput. Electron. Agric..

[8]  K. Dehnen‐Schmutz,et al.  An ecological future for weed science to sustain crop production and the environment. A review , 2020, Agronomy for Sustainable Development.

[9]  Rekha Raja,et al.  Real-time weed-crop classification and localisation technique for robotic weed control in lettuce , 2020 .

[10]  Cyrill Stachniss,et al.  Robotic weed control using automated weed and crop classification , 2020, J. Field Robotics.

[11]  Barbara M. Smith,et al.  The Potential of Arable Weeds to Reverse Invertebrate Declines and Associated Ecosystem Services in Cereal Crops , 2020, Frontiers in Sustainable Food Systems.

[12]  Stephan Hussmann,et al.  Real-time classification of weeds in organic carrot production using deep learning algorithms , 2019, Comput. Electron. Agric..

[13]  D. Slaughter,et al.  Crop signal markers facilitate crop detection and weed removal from lettuce and tomato by an intelligent cultivator , 2019, Weed Technology.

[14]  S. Cordeau,et al.  Mitigating crop yield losses through weed diversity , 2019, Nature Sustainability.

[15]  S. Fennimore,et al.  Robotic weeders can improve weed control options for specialty crops. , 2019, Pest management science.

[16]  Yiannis Ampatzidis,et al.  Development and evaluation of a low-cost and smart technology for precision weed management utilizing artificial intelligence , 2019, Comput. Electron. Agric..

[17]  Sara E. Kuebbing,et al.  Evidence for the primacy of living root inputs, not root or shoot litter, in forming soil organic carbon. , 2018, The New phytologist.

[18]  R. Gerhards,et al.  Camera steered mechanical weed control in sugar beet, maize and soybean , 2018, Precision Agriculture.

[19]  C. Blaix,et al.  Quantification of regulating ecosystem services provided by weeds in annual cropping systems using a systematic map approach , 2018 .

[20]  Tristan Perez,et al.  Robot for weed species plant‐specific management , 2017, J. Field Robotics.

[21]  C N Merfield,et al.  Robotic weeding's false dawn? Ten requirements for fully autonomous mechanical weed management , 2016 .

[22]  S. Carpenter,et al.  Planetary boundaries: Guiding human development on a changing planet , 2015, Science.

[23]  David C. Slaughter,et al.  Automated weed control in organic row crops using hyperspectral species identification and thermal micro-dosing , 2012 .

[24]  L. Ziska,et al.  Weed Biology and Climate Change: Ziska/Weed Biology and Climate Change , 2010 .

[25]  G. van Straten,et al.  Systematic design of an autonomous platform for robotic weeding , 2010 .

[26]  N. D. Tillett,et al.  Mechanical within-row weed control for transplanted crops using computer vision , 2008 .

[27]  Jonathan Storkey,et al.  A functional group approach to the management of UK arable weeds to support biological diversity , 2006 .

[28]  Albert-Jan Baerveldt,et al.  A vision based row-following system for agricultural field machinery , 2005 .

[29]  N. D. Tillett,et al.  Computer-Vision-based Hoe Guidance for Cereals — an Initial Trial , 1999 .

[30]  Piyush Pandey,et al.  Frontier: Autonomy in Detection, Actuation, and Planning for Robotic Weeding Systems , 2021 .