Using a low-cost unmanned aerial vehicle for mapping giant smutgrass in bahiagrass pastures

[1]  Mohammadmehdi Saberioon,et al.  How Can Unmanned Aerial Vehicles Be Used for Detecting Weeds in Agricultural Fields? , 2021, Agriculture.

[2]  Rafi Kent,et al.  Consumer-grade UAV utilized for detecting and analyzing late-season weed spatial distribution patterns in commercial onion fields , 2021, Precision Agriculture.

[3]  S. Phinn,et al.  Estimating Plant Pasture Biomass and Quality from UAV Imaging across Queensland’s Rangelands , 2020, AgriEngineering.

[4]  Teruo Maeda,et al.  Discriminating Pennisetum alopecuoides plants in a grazed pasture from unmanned aerial vehicles using object‐based image analysis and random forest classifier , 2020 .

[5]  Mladen Zrinjski,et al.  An automatic method for weed mapping in oat fields based on UAV imagery , 2020, Comput. Electron. Agric..

[6]  H. Eizenberg,et al.  Spatial and Temporal Distribution of Ecballium elaterium in Almond Orchards , 2019, Agronomy.

[7]  Jonathan Li,et al.  Estimating Pasture Biomass and Canopy Height in Brazilian Savanna Using UAV Photogrammetry , 2019, Remote. Sens..

[8]  H. Ghanizadeh,et al.  Weed Management in New Zealand Pastures , 2019, Agronomy.

[9]  J. Streibig,et al.  Pre-harvest weed mapping of Cirsium arvense in wheat and barley with off-the-shelf UAVs , 2018, Precision Agriculture.

[10]  Dimitrios Moshou,et al.  Incorporating Surface Elevation Information in UAV Multispectral Images for Mapping Weed Patches , 2018, J. Imaging.

[11]  C. Daughtry,et al.  What good are unmanned aircraft systems for agricultural remote sensing and precision agriculture? , 2018 .

[12]  Sylvain Villette,et al.  Unsupervised Classification Algorithm for Early Weed Detection in Row-Crops by Combining Spatial and Spectral Information , 2018, Remote. Sens..

[13]  Aleksandra Pizurica,et al.  Fusion of pixel and object-based features for weed mapping using unmanned aerial vehicle imagery , 2018, Int. J. Appl. Earth Obs. Geoinformation.

[14]  Giorgos Mallinis,et al.  On the Use of Unmanned Aerial Systems for Environmental Monitoring , 2018, Remote. Sens..

[15]  Jorge Torres-Sánchez,et al.  An Automatic Random Forest-OBIA Algorithm for Early Weed Mapping between and within Crop Rows Using UAV Imagery , 2018, Remote. Sens..

[16]  Abdolabbas Jafari,et al.  Evaluation of support vector machine and artificial neural networks in weed detection using shape features , 2018, Comput. Electron. Agric..

[17]  K. N. Reddy,et al.  UAV Low-Altitude Remote Sensing for Precision Weed Management , 2017, Weed Technology.

[18]  Dimitrios Moshou,et al.  Evaluation of UAV imagery for mapping Silybum marianum weed patches , 2017 .

[19]  Pedro Antonio Gutiérrez,et al.  A semi-supervised system for weed mapping in sunflower crops using unmanned aerial vehicles and a crop row detection method , 2015, Appl. Soft Comput..

[20]  Ned Horning,et al.  Tools for Remote Sensing Data Analysis , 2015 .

[21]  Alex Zvoleff,et al.  Calculate Textures from Grey-Level Co-Occurrence Matrices(GLCMs) , 2015 .

[22]  J. Vendramini,et al.  Integrated Management Techniques for Long-Term Control of Giant Smutgrass (Sporobolus indicus var. pyramidalis) in Bahiagrass Pasture in Florida , 2015, Weed Technology.

[23]  Jorge Torres-Sánchez,et al.  Spatial Quality Evaluation of Resampled Unmanned Aerial Vehicle-Imagery for Weed Mapping , 2015, Sensors.

[24]  Jianhua Gong,et al.  UAV Remote Sensing for Urban Vegetation Mapping Using Random Forest and Texture Analysis , 2015, Remote. Sens..

[25]  M. Jurado-Expósito,et al.  Evaluation of pixel- and object-based approaches for mapping wild oat (Avena sterilis) weed patches in wheat fields using QuickBird imagery for site-specific management , 2014 .

[26]  J. Ditomaso,et al.  Managing Smutgrass in Irrigated Pastures , 2012 .

[27]  Lei Tian,et al.  Development of a low-cost agricultural remote sensing system based on an autonomous unmanned aerial vehicle (UAV) , 2011 .

[28]  Francisca López-Granados,et al.  Classifying Irrigated Crops as Affected by Phenological Stage Using Discriminant Analysis and Neural Networks , 2010 .

[29]  B. Sellers,et al.  Smutgrass Control in Perennial Grass Pastures , 2009, EDIS.

[30]  Henning Nordmeyer,et al.  Patchy weed distribution and site-specific weed control in winter cereals , 2006, Precision Agriculture.

[31]  F. Roka,et al.  Competition of giant smutgrass (Sporobolus indicus) in a bahiagrass pasture , 2006, Weed Science.

[32]  T. Kataoka,et al.  Crop growth estimation system using machine vision , 2003, Proceedings 2003 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM 2003).

[33]  D. W. Hall,et al.  West Indian Dropseed/Giant Smutgrass (Sporobolus indicus var. pyramidalis) Control in Bahiagrass (Paspalum notatum) Pastures1 , 2002, Weed Technology.

[34]  David Lamb,et al.  PA—Precision Agriculture: Remote-Sensing and Mapping of Weeds in Crops , 2001 .

[35]  G. Johnson,et al.  Spatial and temporal stability of weed populations over five years , 2000, Weed Science.

[36]  Robert M. Haralick,et al.  Textural Features for Image Classification , 1973, IEEE Trans. Syst. Man Cybern..

[37]  W. Palmer Sporobolus spp. - weedy sporobolus grasses , 2012 .

[38]  B. Wilder,et al.  Response of smutgrass varieties to hexazinone. , 2011 .

[39]  D. Lu,et al.  A survey of image classification methods and techniques for improving classification performance , 2007 .