Towards Smart Irrigation: A Literature Review on the Use of Geospatial Technologies and Machine Learning in the Management of Water Resources in Arboriculture

Unmanned Aerial Vehicles in Agriculture: A Survey

(2021) Jaime del Cerro et al.   Agronomy-Basel

Rice Yield Estimation Based on Vegetation Index and Florescence Spectral Information from UAV Hyperspectral Remote Sensing

(2021) Fumin Wang et al.   Remote Sensing

A Parsimonious Approach to Estimate Soil Organic Carbon Applying Unmanned Aerial System (UAS) Multispectral Imagery and the Topographic Position Index in a Heterogeneous Soil Landscape

(2021) Marc Wehrhan et al.   Remote Sensing

FPGA-Embedded Smart Monitoring System for Irrigation Decisions Based on Soil Moisture and Temperature Sensors

(2021) Aziz Oukaira et al.   Agronomy-Basel

Improved Soil Moisture and Electrical Conductivity Prediction of Citrus Orchards Based on IoT Using Deep Bidirectional LSTM

(2021) Peng Gao et al.   Agriculture-Basel

Economic Comparison of Satellite, Plane and UAV-Acquired NDVI Images for Site-Specific Nitrogen Application: Observations from Italy

(2021) Marco Sozzi et al.   Agronomy-Basel

Advanced UAV–WSN System for Intelligent Monitoring in Precision Agriculture

(2020) Dan Popescu et al.   SENSORS

Yield estimation in cotton using UAV-based multi-sensor imagery

(2020) Aijing Feng et al.   BIOSYSTEMS ENGINEERING

Monitoring of Surface Temperature on Parco delle Biancane (Italian Geothermal Area) Using Optical Satellite Data, UAV and Field Campaigns

(2020) Malvina Silvestri et al.   Remote Sensing

Potential of UAS-Based Remote Sensing for Estimating Tree Water Status and Yield in Sweet Cherry Trees

(2020) Víctor Blanco et al.   Remote Sensing

Assessment of Rice Developmental Stage Using Time Series UAV Imagery for Variable Irrigation Management

(2020) Chin-Ying Yang et al.   SENSORS

Monitoring of Chestnut Trees Using Machine Learning Techniques Applied to UAV-Based Multispectral Data

(2020) Luís Pádua et al.   Remote Sensing

Resource Allocation in Unmanned Aerial Vehicle (UAV)-Assisted Wireless-Powered Internet of Things

(2019) Bingjie Liu et al.   SENSORS

Current and potential capabilities of UAS for crop water productivity in precision agriculture

(2019) G.I. Ezenne et al.   AGRICULTURAL WATER MANAGEMENT

Automatic delivery and recovery system of Wireless Sensor Networks (WSN) nodes based on UAV for agricultural applications

(2019) Fan Ouyang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

High spatial resolution monitoring land surface energy, water and CO2 fluxes from an Unmanned Aerial System

(2019) Sheng Wang et al.   REMOTE SENSING OF ENVIRONMENT

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

(2019) Lucas Prado Osco et al.   International Journal of Applied Earth Observation and Geoinformation

Differential irrigation scheduling by an automated algorithm of water balance tuned by capacitance-type soil moisture sensors

(2019) Jesús María Domínguez-Niño et al.   AGRICULTURAL WATER MANAGEMENT

Vineyard water status estimation using multispectral imagery from an UAV platform and machine learning algorithms for irrigation scheduling management

(2018) Maria Romero et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

An Overview of Internet of Things (IoT) and Data Analytics in Agriculture: Benefits and Challenges

(2018) Olakunle Elijah et al.   IEEE Internet of Things Journal

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

(2018) Xiongzhe Han et al.   SENSORS

Challenges in Water Stress Quantification Using Small Unmanned Aerial System (sUAS): Lessons from a Growing Season of Almond

(2017) Tiebiao Zhao et al.   JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS

Evaluating the performance of xanthophyll, chlorophyll and structure-sensitive spectral indices to detect water stress in five fruit tree species

(2017) C. Ballester et al.   PRECISION AGRICULTURE

Artificial Neural Network to Predict Vine Water Status Spatial Variability Using Multispectral Information Obtained from an Unmanned Aerial Vehicle (UAV)

(2017) Tomas Poblete et al.   SENSORS

High Resolution Multispectral and Thermal Remote Sensing-Based Water Stress Assessment in Subsurface Irrigated Grapevines

(2017) Carlos Zúñiga Espinoza et al.   Remote Sensing

Adaptive Estimation of Crop Water Stress in Nectarine and Peach Orchards Using High-Resolution Imagery from an Unmanned Aerial Vehicle (UAV)

(2017) Suyoung Park et al.   Remote Sensing

Hyperspectral Imaging: A Review on UAV-Based Sensors, Data Processing and Applications for Agriculture and Forestry

(2017) Telmo Adão et al.   Remote Sensing

Evaluation of Different Irrigation Methods for an Apple Orchard Using an Aerial Imaging System

(2016) Duke Bulanon et al.   ISPRS International Journal of Geo-Information

Using UAV-Based Photogrammetry and Hyperspectral Imaging for Mapping Bark Beetle Damage at Tree-Level

(2015) Roope Näsi et al.   Remote Sensing

Using high resolution UAV thermal imagery to assess the variability in the water status of five fruit tree species within a commercial orchard

(2013) V. Gonzalez-Dugo et al.   PRECISION AGRICULTURE

A general algorithm for automated scheduling of drip irrigation in tree crops

(2012) Jaume Casadesús et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Monitoring water stress and fruit quality in an orange orchard under regulated deficit irrigation using narrow-band structural and physiological remote sensing indices

(2012) S. Stagakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

NIR-Green-Blue High-Resolution Digital Images for Assessment of Winter Cover Crop Biomass

(2011) E. Raymond Hunt et al.   GIScience & Remote Sensing

Fluorescence, temperature and narrow-band indices acquired from a UAV platform for water stress detection using a micro-hyperspectral imager and a thermal camera

(2011) P.J. Zarco-Tejada et al.   REMOTE SENSING OF ENVIRONMENT

Mapping canopy conductance and CWSI in olive orchards using high resolution thermal remote sensing imagery

(2009) J.A.J. Berni et al.   REMOTE SENSING OF ENVIRONMENT

GIS-Integrated Rice Irrigation Management Information System for a River-Fed Scheme

(2009) M. K. Rowshon et al.   WATER RESOURCES MANAGEMENT