A Survey on Intelligent Agricultural Information Handling Methodologies

Description and Preliminary Simulations with the Italian Vineyard Integrated Numerical Model for Estimating Physiological Values (IVINE)

(2019) Valentina Andreoli et al.   Agronomy-Basel

Semantic segmentation of slums in satellite images using transfer learning on fully convolutional neural networks

(2019) Michael Wurm et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A machine learning approach for pixel wise classification of residue and vegetation cover under field conditions

(2018) Peter Riegler-Nurscher et al.   BIOSYSTEMS ENGINEERING

3-D Characterization of Vineyards Using a Novel UAV Imagery-Based OBIA Procedure for Precision Viticulture Applications

(2018) Ana de Castro et al.   Remote Sensing

Modelling Water Stress in a Shiraz Vineyard Using Hyperspectral Imaging and Machine Learning

(2018) Kyle Loggenberg et al.   Remote Sensing

Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders

(2018) Marc Rußwurm et al.   ISPRS International Journal of Geo-Information

Deep phenotyping: deep learning for temporal phenotype/genotype classification

(2018) Sarah Taghavi Namin et al.   Plant Methods

GIS-Based Energy Consumption and Spatial Variation of Protected Grape Cultivation in China

(2018) Dong Tian et al.   Sustainability

Multi-Temporal Vineyard Monitoring through UAV-Based RGB Imagery

(2018) Luís Pádua et al.   Remote Sensing

Automatic land cover classification of geo-tagged field photos by deep learning

(2017) Guang Xu et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data

(2017) Nataliia Kussul et al.   IEEE Geoscience and Remote Sensing Letters

Deep Count: Fruit Counting Based on Deep Simulated Learning

(2017) et al.   SENSORS

Deep machine learning provides state-of-the-art performance in image-based plant phenotyping

(2017) Michael P. Pound et al.   GigaScience

Vineyard row orientation of Vitis vinifera L. cv. Shiraz/101-14 Mgt: Climatic profiles and vine physiological status

(2016) J.J Hunter et al.   AGRICULTURAL AND FOREST METEOROLOGY

Plant species classification using deep convolutional neural network

(2016) Mads Dyrmann et al.   BIOSYSTEMS ENGINEERING

Field radiometric calibration of a multispectral on-the-go sensor dedicated to the characterization of vineyard foliage

(2016) Marie-Aure Bourgeon et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A multi-sensor system for high throughput field phenotyping in soybean and wheat breeding

(2016) Geng Bai et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

DeepFruits: A Fruit Detection System Using Deep Neural Networks

(2016) Inkyu Sa et al.   SENSORS

Modeling spatio-temporal distribution of soil moisture by deep learning-based cellular automata model

(2016) Xiaodong Song et al.   Journal of Arid Land

Classification and Segmentation of Satellite Orthoimagery Using Convolutional Neural Networks

(2016) Martin Längkvist et al.   Remote Sensing

Using Deep Learning for Image-Based Plant Disease Detection

(2016) Sharada P. Mohanty et al.   Frontiers in Plant Science

Deep Neural Networks Based Recognition of Plant Diseases by Leaf Image Classification

(2016) Srdjan Sladojevic et al.   Computational Intelligence and Neuroscience

Vineyard detection from unmanned aerial systems images

(2015) Lorenzo Comba et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Extreme learning machine based prediction of daily dew point temperature

(2015) Kasra Mohammadi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Multiview Deep Learning for Land-Use Classification

(2015) F. P. S. Luus et al.   IEEE Geoscience and Remote Sensing Letters

Monthly prediction of air temperature in Australia and New Zealand with machine learning algorithms

(2015) S. Salcedo-Sanz et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Spatial variability of meteorological conditions at different scales in viticulture

(2014) Alessandro Matese et al.   AGRICULTURAL AND FOREST METEOROLOGY

Prediction of the likely impact of climate change on monthly mean maximum and minimum temperature in the Chaliyar river basin, India, using ANN-based models

(2014) N. R. Chithra et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Input selection and optimisation for monthly rainfall forecasting in Queensland, Australia, using artificial neural networks

(2013) John Abbot et al.   ATMOSPHERIC RESEARCH

Estimation of Agricultural Water Consumption from Meteorological and Yield Data: A Case Study of Hebei, North China

(2013) Zaijian Yuan et al.   PLoS One

Climate-Induced Changes in Grapevine Yield and Must Sugar Content in Franconia (Germany) between 1805 and 2010

(2013) Anna Bock et al.   PLoS One

Change in climate and berry composition for grapevine varieties cultivated in the Loire Valley

(2012) E Neethling et al.   CLIMATE RESEARCH

The SSN ontology of the W3C semantic sensor network incubator group

(2012) Michael Compton et al.   Journal of Web Semantics

Assessment of grape yield and composition using the reflectance based Water Index in Mediterranean rainfed vineyards

(2011) Lydia Serrano et al.   REMOTE SENSING OF ENVIRONMENT

Automatic segmentation of relevant textures in agricultural images

(2010) M. Guijarro et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Digital zoning of South African viticultural terroirs using bootstrapped decision trees on morphometric data and multitemporal SPOT images

(2010) E. Vaudour et al.   REMOTE SENSING OF ENVIRONMENT

Monitoring agricultural drought for arid and humid regions using multi-sensor remote sensing data

(2010) Jinyoung Rhee et al.   REMOTE SENSING OF ENVIRONMENT