Improving Potato Yield Prediction by Combining Cultivar Information and UAV Remote Sensing Data Using Machine Learning

Timing of short period water stress determines potato plant growth, yield and tuber quality

(2021) Cameron Wagg et al.   AGRICULTURAL WATER MANAGEMENT

New spectral indicator Potato Productivity Index based on Sentinel-2 data to improve potato yield prediction: a machine learning approach

(2021) Diego Gómez et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Estimation of corn yield based on hyperspectral imagery and convolutional neural network

(2021) Wei Yang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Potassium: A Vital Macronutrient in Potato Production—A Review

(2021) Shahram Torabian et al.   Agronomy-Basel

Improving Unmanned Aerial Vehicle Remote Sensing-Based Rice Nitrogen Nutrition Index Prediction with Machine Learning

(2020) Hainie Zha et al.   Remote Sensing

Interaction Effects of Nitrogen Source and Irrigation Regime on Tuber Quality, Yield, and Water Use Efficiency of Solanum tuberosum L.

(2020) Mohamed A. M. Eid et al.   Plants-Basel

Above-ground biomass estimation and yield prediction in potato by using UAV-based RGB and hyperspectral imaging

(2020) Bo Li et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Estimation of Potato Yield Using Satellite Data at a Municipal Level: A Machine Learning Approach

(2020) Pablo Salvador et al.   ISPRS International Journal of Geo-Information

Corn Grain Yield Estimation from Vegetation Indices, Canopy Cover, Plant Density, and a Neural Network Using Multispectral and RGB Images Acquired with Unmanned Aerial Vehicles

(2020) Héctor García-Martínez et al.   Agriculture-Basel

Crop yield prediction using machine learning: A systematic literature review

(2020) Thomas van Klompenburg et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Prediction of End-Of-Season Tuber Yield and Tuber Set in Potatoes Using In-Season UAV-Based Hyperspectral Imagery and Machine Learning

(2020) Chen Sun et al.   SENSORS

Plant growth promoting rhizobacteria alleviates drought stress in potato in response to suppressive oxidative stress and antioxidant enzymes activities

(2020) Tahira Batool et al.   Scientific Reports

Effects of farming practices on yield and crop water productivity of wheat, maize and potato in China: A meta-analysis

(2020) Shaohui Zhang et al.   AGRICULTURAL WATER MANAGEMENT

Machine learning-based in-season nitrogen status diagnosis and side-dress nitrogen recommendation for corn

(2020) Xinbing Wang et al.   EUROPEAN JOURNAL OF AGRONOMY

Improving Potato Stress Tolerance and Tuber Yield Under a Climate Change Scenario – A Current Overview

(2019) Keshav Dahal et al.   Frontiers in Plant Science

Potato Yield Prediction Using Machine Learning Techniques and Sentinel 2 Data

(2019) Gómez et al.   Remote Sensing

Combining Color Indices and Textures of UAV-Based Digital Imagery for Rice LAI Estimation

(2019) Songyang Li et al.   Remote Sensing

Potato tuber yield and quality in response to different nitrogen fertilizer application rates under two split doses in an irrigated sandy loam soil

(2019) C. M. Ayyub et al.   JOURNAL OF PLANT NUTRITION

Yield and Quality Response of Two Potato Cultivars to Nitrogen Fertilization

(2018) Alexandra Maltas et al.   POTATO RESEARCH

Improved estimation of rice aboveground biomass combining textural and spectral analysis of UAV imagery

(2018) Hengbiao Zheng et al.   PRECISION AGRICULTURE

A Case Study of Improving Yield Prediction and Sulfur Deficiency Detection Using Optical Sensors and Relationship of Historical Potato Yield with Weather Data in Maine

(2017) Lakesh Sharma et al.   SENSORS

Simulating cultivar variations in potato yields for contrasting environments

(2016) Ulrich Kleinwechter et al.   AGRICULTURAL SYSTEMS

Yield and weight distribution of two potato cultivars grown from seed potatoes of different physiological ages

(2016) J. S. Oliveira et al.   NEW ZEALAND JOURNAL OF CROP AND HORTICULTURAL SCIENCE

Prediction of Potato Crop Yield Using Precision Agriculture Techniques

(2016) Khalid A. Al-Gaadi et al.   PLoS One

Using satellite remote sensing to understand maize yield gaps in the North China Plain

(2015) Yi Zhao et al.   FIELD CROPS RESEARCH

Yield levels of potato crops: Recent achievements and future prospects

(2015) A.J. Haverkort et al.   FIELD CROPS RESEARCH

Chlorophyll concentration in leaves is an indicator of potato tuber yield in water-shortage conditions

(2014) D.A. Ramírez et al.   SCIENTIA HORTICULTURAE

Application of Vegetation Indices for Agricultural Crop Yield Prediction Using Neural Network Techniques

(2010) Sudhanshu Sekhar Panda et al.   Remote Sensing

Potato Yield and Tuber Set as Affected by Phosphorus Fertilization

(2009) Carl J. Rosen et al.   AMERICAN JOURNAL OF POTATO RESEARCH