DeepYield: A combined convolutional neural network with long short-term memory for crop yield forecasting

Input-to-state stability of impulsive reaction–diffusion neural networks with infinite distributed delays

(2021) Tengda Wei et al.   NONLINEAR DYNAMICS

High-Resolution SMAP Satellite Soil Moisture Product: Exploring the Opportunities

(2021) Peyman Abbaszadeh et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Ensemble-based machine learning approach for improved leak detection in water mains

(2021) Thambirajah Ravichandran et al.   JOURNAL OF HYDROINFORMATICS

Modeling the angular effect of MODIS LST in urban areas: A case study of Toulouse, France

(2021) Dandan Wang et al.   REMOTE SENSING OF ENVIRONMENT

Finite-time asynchronous dissipative filtering of conic-type nonlinear Markov jump systems

(2021) Xiang Zhang et al.   Science China-Information Sciences

State and parameter joint estimation of linear stochastic systems in presence of faults and non‐Gaussian noises

(2020) Vladimir Stojanovic et al.   INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL

Multivariate Assimilation of Remotely Sensed Soil Moisture and Evapotranspiration for Drought Monitoring

(2020) Keyhan Gavahi et al.   JOURNAL OF HYDROMETEOROLOGY

Event-based fuzzy control for T-S fuzzy networked systems with various data missing

(2020) Ziran Chen et al.   NEUROCOMPUTING

Fuzzy control system for variable rate irrigation using remote sensing

(2019) Willians Ribeiro Mendes et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Comparison Between Major Artificial Intelligence Models for Crop Yield Prediction: Case Study of the Midwestern United States, 2006–2015

(2019) Nari Kim et al.   ISPRS International Journal of Geo-Information

Adaptive forecast-based real-time optimal reservoir operations: application to lake Urmia

(2019) Keyhan Gavahi et al.   JOURNAL OF HYDROINFORMATICS

County-Level Soybean Yield Prediction Using Deep CNN-LSTM Model

(2019) Jie Sun et al.   SENSORS

Machine Learning in Agriculture: A Review

(2018) Konstantinos Liakos et al.   SENSORS

Multi-output bus travel time prediction with convolutional LSTM neural network

(2018) Niklas Christoffer Petersen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Regression model to estimate flood impact on corn yield using MODIS NDVI and USDA cropland data layer

(2017) Ranjay Shrestha et al.   Journal of Integrative Agriculture

Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network

(2017) Ying Li et al.   Remote Sensing

Significant Remote Sensing Vegetation Indices: A Review of Developments and Applications

(2017) Jinru Xue et al.   Journal of Sensors

3D-based Deep Convolutional Neural Network for action recognition with depth sequences

(2016) Zhi Liu et al.   IMAGE AND VISION COMPUTING

A Deep Structured Model with Radius–Margin Bound for 3D Human Activity Recognition

(2015) Liang Lin et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Forecasting crop yield using remotely sensed vegetation indices and crop phenology metrics

(2013) Douglas K. Bolton et al.   AGRICULTURAL AND FOREST METEOROLOGY

An assessment of pre- and within-season remotely sensed variables for forecasting corn and soybean yields in the United States

(2013) David M. Johnson   REMOTE SENSING OF ENVIRONMENT

3D Convolutional Neural Networks for Human Action Recognition

(2012) Shuiwang Ji et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Estimating air surface temperature in Portugal using MODIS LST data

(2012) A. Benali et al.   REMOTE SENSING OF ENVIRONMENT

Estimating Sugarcane Yield Potential Using an In-Season Determination of Normalized Difference Vegetative Index

(2012) Josh Lofton et al.   SENSORS

A simple algorithm for yield estimates: Evaluation for semi-arid irrigated winter wheat monitored with green leaf area index

(2007) Benoît Duchemin et al.   ENVIRONMENTAL MODELLING & SOFTWARE