A review of the use of convolutional neural networks in agriculture

Deep learning in agriculture: A survey

(2018) Andreas Kamilaris et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

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

Cultivated land information extraction in UAV imagery based on deep convolutional neural network and transfer learning

(2017) Heng Lu et al.   Journal of Mountain Science

Deep Count: Fruit Counting Based on Deep Simulated Learning

(2017) et al.   SENSORS

Plant species classification using deep convolutional neural network

(2016) Mads Dyrmann et al.   BIOSYSTEMS ENGINEERING

Deep learning for plant identification using vein morphological patterns

(2016) Guillermo L. Grinblat et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Towards a Second Green Revolution

(2016) Avinash C. Tyagi   IRRIGATION AND DRAINAGE

Big Data for Remote Sensing: Challenges and Opportunities

(2016) Mingmin Chi et al.   PROCEEDINGS OF THE IEEE

DeepAnomaly: Combining Background Subtraction and Deep Learning for Detecting Obstacles and Anomalies in an Agricultural Field

(2016) Peter Christiansen et al.   SENSORS

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

Multiview Deep Learning for Land-Use Classification

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

The rise of “big data” on cloud computing: Review and open research issues

(2015) Ibrahim Abaker Targio Hashem et al.   INFORMATION SYSTEMS

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Deep Learning-Based Classification of Hyperspectral Data

(2014) Yushi Chen et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Convolutional Neural Networks for Speech Recognition

(2014) Ossama Abdel-Hamid et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Precision Agriculture and Food Security

(2010) R. Gebbers et al.   SCIENCE

Remote Sensing of Irrigated Agriculture: Opportunities and Challenges

(2010) Mutlu Ozdogan et al.   Remote Sensing

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Shrink and share: humanity's present and future Ecological Footprint

(2007) J. Kitzes et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES