Integration of RGB-based vegetation index, crop surface model and object-based image analysis approach for sugarcane yield estimation using unmanned aerial vehicle
出版年份 2020 全文链接
标题
Integration of RGB-based vegetation index, crop surface model and object-based image analysis approach for sugarcane yield estimation using unmanned aerial vehicle
作者
关键词
Sugarcane, Spatial variability, UAV, OBIA, Yield estimation
出版物
COMPUTERS AND ELECTRONICS IN AGRICULTURE
Volume 180, Issue -, Pages 105903
出版商
Elsevier BV
发表日期
2020-12-13
DOI
10.1016/j.compag.2020.105903
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Dynamic monitoring of biomass of rice under different nitrogen treatments using a lightweight UAV with dual image-frame snapshot cameras
- (2019) Haiyan Cen et al. Plant Methods
- Estimation of crop plant density at early mixed growth stages using UAV imagery
- (2019) Joshua C. O. Koh et al. Plant Methods
- Monitoring sugarcane growth response to varying nitrogen application rates: A comparison of UAV SLAM LiDAR and photogrammetry
- (2019) Jeremy Sofonia et al. International Journal of Applied Earth Observation and Geoinformation
- Spacing Effect on Energy Cane Growth, Physiology, and Biomass Yield
- (2018) Anuj Chiluwal et al. CROP SCIENCE
- The potential for RGB images obtained using unmanned aerial vehicle to assess and predict yield in sugarcane fields
- (2018) Guilherme Martineli Sanches et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Characterizing canopy height with UAS structure-from-motion photogrammetry—results analysis of a maize field trial with respect to multiple factors
- (2018) Tianxing Chu et al. Remote Sensing Letters
- An Automatic Random Forest-OBIA Algorithm for Early Weed Mapping between and within Crop Rows Using UAV Imagery
- (2018) Ana de Castro et al. Remote Sensing
- Pre-harvest Sugarcane Yield Estimation Using UAV-Based RGB Images and Ground Observation
- (2018) Jaturong Som-ard et al. Sugar Tech
- Sugarcane yield prediction in Brazil using NDVI time series and neural networks ensemble
- (2017) Jeferson Lobato Fernandes et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Height estimation of sugarcane using an unmanned aerial system (UAS) based on structure from motion (SfM) point clouds
- (2017) Carlos Henrique Wachholz De Souza et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Predicting grain yield in rice using multi-temporal vegetation indices from UAV-based multispectral and digital imagery
- (2017) X. Zhou et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- An assessment of harvesting practices of sugarcane in the central region of Thailand
- (2017) Patcharaporn Pongpat et al. JOURNAL OF CLEANER PRODUCTION
- Estimates of plant density of wheat crops at emergence from very low altitude UAV imagery
- (2017) Xiuliang Jin et al. REMOTE SENSING OF ENVIRONMENT
- Evaluation of Orthomosics and Digital Surface Models Derived from Aerial Imagery for Crop Type Mapping
- (2017) Mingquan Wu et al. Remote Sensing
- Digital Counts of Maize Plants by Unmanned Aerial Vehicles (UAVs)
- (2017) Friederike Gnädinger et al. Remote Sensing
- Monitoring of Wheat Growth Status and Mapping of Wheat Yield’s within-Field Spatial Variations Using Color Images Acquired from UAV-camera System
- (2017) Mengmeng Du et al. Remote Sensing
- Sugarcane yield estimates using time series analysis of spot vegetation images
- (2017) Jeferson Lobato Fernandes et al. SCIENTIA AGRICOLA
- Accurate prediction of sugarcane yield using a random forest algorithm
- (2016) Yvette Everingham et al. Agronomy for Sustainable Development
- A multi-sensor system for high throughput field phenotyping in soybean and wheat breeding
- (2016) Geng Bai et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Are vegetation indices derived from consumer-grade cameras mounted on UAVs sufficiently reliable for assessing experimental plots?
- (2016) Jesper Rasmussen et al. EUROPEAN JOURNAL OF AGRONOMY
- Toward an automated low-cost three-dimensional crop surface monitoring system using oblique stereo imagery from consumer-grade smart cameras
- (2016) Sebastian Brocks et al. Journal of Applied Remote Sensing
- A Comparison of UAV- and TLS-derived Plant Height for Crop Monitoring: Using Polygon Grids for the Analysis of Crop Surface Models (CSMs)
- (2016) Georg Bareth et al. Photogrammetrie Fernerkundung Geoinformation
- Biomass Estimation Using 3D Data from Unmanned Aerial Vehicle Imagery in a Tropical Woodland
- (2016) Daud Kachamba et al. Remote Sensing
- Mapping Crop Planting Quality in Sugarcane from UAV Imagery: A Pilot Study in Nicaragua
- (2016) Inti Luna et al. Remote Sensing
- The Current Status of Sugar Industry and By-products in Thailand
- (2016) Klanarong Sriroth et al. Sugar Tech
- When do I want to know and why? Different demands on sugarcane yield predictions
- (2015) Felipe Ferreira Bocca et al. AGRICULTURAL SYSTEMS
- Combining UAV-based plant height from crop surface models, visible, and near infrared vegetation indices for biomass monitoring in barley
- (2015) Juliane Bendig et al. International Journal of Applied Earth Observation and Geoinformation
- Fusion of Plant Height and Vegetation Indices for the Estimation of Barley Biomass
- (2015) Nora Tilly et al. Remote Sensing
- Tree height quantification using very high resolution imagery acquired from an unmanned aerial vehicle (UAV) and automatic 3D photo-reconstruction methods
- (2014) P.J. Zarco-Tejada et al. EUROPEAN JOURNAL OF AGRONOMY
- Green area index from an unmanned aerial system over wheat and rapeseed crops
- (2014) Aleixandre Verger et al. REMOTE SENSING OF ENVIRONMENT
- Toward a Satellite-Based System of Sugarcane Yield Estimation and Forecasting in Smallholder Farming Conditions: A Case Study on Reunion Island
- (2014) Julien Morel et al. Remote Sensing
- Combined Spectral and Spatial Modeling of Corn Yield Based on Aerial Images and Crop Surface Models Acquired with an Unmanned Aircraft System
- (2014) Jakob Geipel et al. Remote Sensing
- Estimating Biomass of Barley Using Crop Surface Models (CSMs) Derived from UAV-Based RGB Imaging
- (2014) Juliane Bendig et al. Remote Sensing
- Estimation of leaf area index in onion (Allium cepa L.) using an unmanned aerial vehicle
- (2013) Juan I. Córcoles et al. BIOSYSTEMS ENGINEERING
- Forecasting Regional Sugarcane Yield Based on Time Integral and Spatial Aggregation of MODIS NDVI
- (2013) Betty Mulianga et al. Remote Sensing
- The relationship between carbon dioxide uptake and canopy colour from two camera systems in a deciduous forest in southern England
- (2012) Toshie Mizunuma et al. FUNCTIONAL ECOLOGY
- An Automated Technique for Generating Georectified Mosaics from Ultra-High Resolution Unmanned Aerial Vehicle (UAV) Imagery, Based on Structure from Motion (SfM) Point Clouds
- (2012) Darren Turner et al. Remote Sensing
- Carbon footprint of sugar produced from sugarcane in eastern Thailand
- (2011) M. Yuttitham et al. JOURNAL OF CLEANER PRODUCTION
- Row spacing and planting density effects on the growth and yield of sugarcane. 1. Responses in fumigated and non-fumigated soil
- (2009) A. L. Garside et al. Crop & Pasture Science
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now