4.5 Review

Review on unmanned aerial vehicles, remote sensors, imagery processing, and their applications in agriculture

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。
Article Remote Sensing

UAV-based thermal imaging in the assessment of water status of soybean plants

Luis Guilherme Teixeira Crusiol et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2020)

Article Environmental Sciences

Soybean yield prediction from UAV using multimodal data fusion and deep learning

Maitiniyazi Maimaitijiang et al.

REMOTE SENSING OF ENVIRONMENT (2020)

Article Automation & Control Systems

Machine Learning-Based Crop Drought Mapping System by UAV Remote Sensing RGB Imagery

Jinya Su et al.

UNMANNED SYSTEMS (2020)

Article Soil Science

UAV based soil salinity assessment of cropland

Konstantin Ivushkin et al.

GEODERMA (2019)

Article Remote Sensing

Estimating the nitrogen nutrition index in grass seed crops using a UAV-mounted multispectral camera

Hui Wang et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2019)

Article Environmental Sciences

Mapping Maize Water Stress Based on UAV Multispectral Remote Sensing

Liyuan Zhang et al.

REMOTE SENSING (2019)

Article Plant Sciences

High-Throughput Phenotyping of Bioethanol Potential in Cereals Using UAV-Based Multi-Spectral Imagery

Francisco J. Ostos-Garrido et al.

FRONTIERS IN PLANT SCIENCE (2019)

Article Remote Sensing

Improvement of leaf nitrogen content inference in Valencia-orange trees applying spectral analysis algorithms in UAV mounted-sensor images

Lucas Prado Oscoa et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2019)

Review Plant Sciences

Perspectives for Remote Sensing with Unmanned Aerial Vehicles in Precision Agriculture

Wouter H. Maes et al.

TRENDS IN PLANT SCIENCE (2019)

Article Agronomy

World Potassium Use Efficiency in Cereal Crops

J. S. Dhillon et al.

AGRONOMY JOURNAL (2019)

Review Electrochemistry

Review-Machine Learning Techniques in Wireless Sensor Network Based Precision Agriculture

Yemeserach Mekonnen et al.

JOURNAL OF THE ELECTROCHEMICAL SOCIETY (2019)

Proceedings Paper Automation & Control Systems

Estimation of soil moisture at different soil levels using machine learning techniques and unmanned aerial vehicle (UAV) multispectral imagery

Mahyar Aboutalebi et al.

AUTONOMOUS AIR AND GROUND SENSING SYSTEMS FOR AGRICULTURAL OPTIMIZATION AND PHENOTYPING IV (2019)

Review Biotechnology & Applied Microbiology

A review of plant leaf fungal diseases and its environment speciation

Archana Jain et al.

BIOENGINEERED (2019)

Article Agricultural Engineering

Linking thermal imaging and soil remote sensing to enhance irrigation management of sugar beet

L. Quebrajo et al.

BIOSYSTEMS ENGINEERING (2018)

Article Environmental Sciences

Supervised Classification of RGB Aerial Imagery to Evaluate the Impact of a Root Rot Disease

Chakradhar Mattupalli et al.

REMOTE SENSING (2018)

Review Agriculture, Multidisciplinary

Wheat yellow rust monitoring by learning from multispectral UAV aerial imagery

Jinya Su et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2018)

Article Chemistry, Analytical

Measurement and Calibration of Plant-Height from Fixed-Wing UAV Images

Xiongzhe Han et al.

SENSORS (2018)

Article Agriculture, Multidisciplinary

Estimating tree height and biomass of a poplar plantation with image-based UAV technology

Jose M. Pena et al.

AIMS AGRICULTURE AND FOOD (2018)

Article Remote Sensing

Assessment of a canopy height model (CHM) in a vineyard using UAV-based multispectral imaging

Alessandro Matese et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2017)

Article Geography, Physical

Predicting grain yield in rice using multi-temporal vegetation indices from UAV-based multispectral and digital imagery

X. Zhou et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2017)

Article Agriculture, Multidisciplinary

Weed detection in soybean crops using ConvNets

Alessandro dos Santos Ferreira et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2017)

Article Food Science & Technology

USING MULTISPECTRAL IMAGING TO IMPROVE BERRY HARVEST FOR WINE MAKING GRAPES

G. Iatrou et al.

CIENCIA E TECNICA VITIVINICOLA (2017)

Article Agriculture, Multidisciplinary

An yield estimation in citrus orchards via fruit detection and counting using image processing

Ulzii-Orshikh Dorj et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2017)

Proceedings Paper Automation & Control Systems

Identification of weeds in sugarcane fields through images taken by UAV and Random Forest classifier

Inacio H. Yano et al.

IFAC PAPERSONLINE (2016)

Article Computer Science, Artificial Intelligence

A semi-supervised system for weed mapping in sunflower crops using unmanned aerial vehicles and a crop row detection method

M. Perez-Ortiz et al.

APPLIED SOFT COMPUTING (2015)

Review Multidisciplinary Sciences

Science, technology and the future of small autonomous drones

Dario Floreano et al.

NATURE (2015)

Article Agriculture, Multidisciplinary

Comparison of two aerial imaging platforms for identification of Huanglongbing-infected citrus trees

Francisco Garcia-Ruiz et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2013)

Article Geosciences, Multidisciplinary

Characterizing soil salinity in irrigated agriculture using a remote sensing approach

Akhtar Abbas et al.

PHYSICS AND CHEMISTRY OF THE EARTH (2013)

Review Environmental Sciences

Using Low Resolution Satellite Imagery for Yield Prediction and Yield Anomaly Detection

Felix Rembold et al.

REMOTE SENSING (2013)

Article Remote Sensing

Soil Organic Carbon mapping of partially vegetated agricultural fields with imaging spectroscopy

Harm Bartholomeus et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2011)

Article Multidisciplinary Sciences

Global food demand and the sustainable intensification of agriculture

David Tilman et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2011)

Article Plant Sciences

Plant nutrition for sustainable development and global health

P. J. White et al.

ANNALS OF BOTANY (2010)

Article Soil Science

Sampling design optimization for multivariate soil mapping

R. Vasat et al.

GEODERMA (2010)

Review Multidisciplinary Sciences

Food Security: The Challenge of Feeding 9 Billion People

H. Charles J. Godfray et al.

SCIENCE (2010)

Article Plant Sciences

Budburst and leaf area expansion measured with a novel mobile camera system and simple color thresholding

Eric A. Graham et al.

ENVIRONMENTAL AND EXPERIMENTAL BOTANY (2009)

Article Horticulture

Effect of crop plant density on critical period of weed competition in potato

Goudarz Ahmadvand et al.

SCIENTIA HORTICULTURAE (2009)

Article Agronomy

On the relationships between stomatal resistance and leaf temperatures in thermography

L. Guilioni et al.

AGRICULTURAL AND FOREST METEOROLOGY (2008)

Article Plant Sciences

Thermal imaging of cucumber leaves affected by downy mildew and environmental conditions

E. -C. Oerke et al.

JOURNAL OF EXPERIMENTAL BOTANY (2006)

Review Agriculture, Multidisciplinary

Crop losses to pests

E. -C. Oerke

JOURNAL OF AGRICULTURAL SCIENCE (2006)

Review Geography, Physical

Remote- and ground-based sensor techniques to map soil properties

EM Barnes et al.

PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING (2003)

Article Agronomy

Use of remote-sensing imagery to estimate corn grain yield

JF Shanahan et al.

AGRONOMY JOURNAL (2001)