Exploration of Machine Learning Approaches for Paddy Yield Prediction in Eastern Part of Tamilnadu

The Application of Multiple Linear Regression and Artificial Neural Network Models for Yield Prediction of Very Early Potato Cultivars before Harvest

(2021) Magdalena Piekutowska et al.   Agronomy-Basel

Monitoring maize growth on the North China Plain using a hybrid genetic algorithm-based back-propagation neural network model

(2020) Lei Wang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A CNN-RNN Framework for Crop Yield Prediction

(2020) Saeed Khaki et al.   Frontiers in Plant Science

Crop Yield Prediction through Proximal Sensing and Machine Learning Algorithms

(2020) Farhat Abbas et al.   Agronomy-Basel

Machine learning approaches for rice crop yield predictions using time-series satellite data in Taiwan

(2020) Nguyen-Thanh Son et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A Hybrid CFS Filter and RF-RFE Wrapper-Based Feature Extraction for Enhanced Agricultural Crop Yield Prediction Modeling

(2020) Dhivya Elavarasan et al.   Agriculture-Basel

Integrated phenology and climate in rice yields prediction using machine learning methods

(2020) Yahui Guo et al.   ECOLOGICAL INDICATORS

Application of the radial basis function neural networks to improve the nondestructive Vis/NIR spectrophotometric analysis of potassium in fresh lettuces

(2020) Yating Xiong et al.   JOURNAL OF FOOD ENGINEERING

Yield Estimation of Paddy Rice Based on Satellite Imagery: Comparison of Global and Local Regression Models

(2019) Yi-Shiang Shiu et al.   Remote Sensing

Modeling maize above-ground biomass based on machine learning approaches using UAV remote-sensing data

(2019) Liang Han et al.   Plant Methods

Evapotranspiration evaluation models based on machine learning algorithms—A comparative study

(2019) Francesco Granata   AGRICULTURAL WATER MANAGEMENT

Performance Evaluation of Best Feature Subsets for Crop Yield Prediction Using Machine Learning Algorithms

(2019) Maya Gopal P. S. et al.   APPLIED ARTIFICIAL INTELLIGENCE

Crop Yield Prediction Using Deep Neural Networks

(2019) Saeed Khaki et al.   Frontiers in Plant Science

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

Integrating satellite and climate data to predict wheat yield in Australia using machine learning approaches

(2019) Yaping Cai et al.   AGRICULTURAL AND FOREST METEOROLOGY

Incorporating machine learning with biophysical model can improve the evaluation of climate extremes impacts on wheat yield in south-eastern Australia

(2019) Puyu Feng et al.   AGRICULTURAL AND FOREST METEOROLOGY

Crop yield prediction with deep convolutional neural networks

(2019) Petteri Nevavuori et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Crop yield prediction using aggregated rainfall-based modular artificial neural networks and support vector regression

(2019) Ekaansh Khosla et al.   ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY

A novel approach for efficient crop yield prediction

(2019) P.S. Maya Gopal et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Yield prediction of apricot using a hybrid particle swarm optimization-imperialist competitive algorithm- support vector regression (PSO-ICA-SVR) method

(2019) I. Esfandiarpour-Boroujeni et al.   SCIENTIA HORTICULTURAE

Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review

(2018) Anna Chlingaryan et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Development of genetic algorithm for optimization of yield models in oil palm production

(2018) Yousif Y. Hilal et al.   Chilean Journal of Agricultural Research

Spatio-temporal downscaling of gridded crop model yield estimates based on machine learning

(2018) C. Folberth et al.   AGRICULTURAL AND FOREST METEOROLOGY

Artificial neural networks and multiple linear regression as potential methods for modeling seed yield of safflower (Carthamus tinctorius L.)

(2018) Moslem Abdipour et al.   INDUSTRIAL CROPS AND PRODUCTS

Soybean varieties portfolio optimisation based on yield prediction

(2016) Oskar Marko et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Effects of high-temperature episodes on wheat yields in New South Wales, Australia

(2015) P.J. Innes et al.   AGRICULTURAL AND FOREST METEOROLOGY

Nonlinear temperature effects indicate severe damages to U.S. crop yields under climate change

(2009) W. Schlenker et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA