Results 11 to 20 of about 3,154,862 (212)

SlypNet: Spikelet-based yield prediction of wheat using advanced plant phenotyping and computer vision techniques

Frontiers in Plant Science, 2022
The application of computer vision in agriculture has already contributed immensely to restructuring the existing field practices starting from the sowing to the harvesting.
Arpan K. Maji, Sudeep Marwaha, Sudhir Kumar, Alka Arora, Viswanathan Chinnusamy, Shahnawazul Islam   +5 more
doaj   +1 more source

Prediction of Blueberry (Vaccinium corymbosum L.) Yield Based on Artificial Intelligence Methods

Agriculture, 2022
In this paper, we present a high-accuracy model for blueberry yield prediction, trained using structurally innovative data sets. Blueberries are blooming plants, valued for their antioxidant and anti-inflammatory properties.
Gniewko Niedbała, Jarosław Kurek, Bartosz Świderski, Tomasz Wojciechowski, Izabella Antoniuk, Krzysztof Bobran   +5 more
doaj   +1 more source

Linking Remote Sensing with APSIM through Emulation and Bayesian Optimization to Improve Yield Prediction

Remote Sensing, 2022
The enormous increase in the volume of Earth Observations (EOs) has provided the scientific community with unprecedented temporal, spatial, and spectral information.
Hamze Dokoohaki, Teerath Rai, Marissa Kivi, Philip Lewis, Jose L. Gómez-Dans, Feng Yin   +5 more
doaj   +1 more source

A Novel Framework for Semiconductor Manufacturing Final Test Yield Classification Using Machine Learning Techniques

IEEE Access, 2020
Advanced data analysis tools and techniques are important for semiconductor companies to gain competitive advantage. In particular, yield prediction tools, which fully utilize production data, help to improve operational efficiency and reduce production ...
Dan Jiang, Weihua Lin, Nagarajan Raghavan   +2 more
doaj   +1 more source

Hyperspectral remote sensing for tobacco quality estimation, yield prediction, and stress detection: A review of applications and methods

Frontiers in Plant Science, 2023
Tobacco is an important economic crop and the main raw material of cigarette products. Nowadays, with the increasing consumer demand for high-quality cigarettes, the requirements for their main raw materials are also varying.
Mingzheng Zhang, Mingzheng Zhang, Tian’en Chen, Tian’en Chen, Tian’en Chen, Xiaohe Gu, Xiaohe Gu, Dong Chen, Dong Chen, Dong Chen, Cong Wang, Cong Wang, Cong Wang, Wenbiao Wu, Wenbiao Wu, Wenbiao Wu, Qingzhen Zhu, Chunjiang Zhao, Chunjiang Zhao, Chunjiang Zhao, Chunjiang Zhao   +20 more
doaj   +1 more source

The combined effects of VPD and soil moisture on historical maize yield and prediction in China

Frontiers in Environmental Science, 2023
Understanding the effects of thermal and water stress on maize yield in the context of climate change is crucial to ensure food security in China. However, very few studies looked into the combined effects of heat and water stress on maize yield in China.
Fujie Zhao, Guojie Wang, Shijie Li, Daniel Fiifi Tawia Hagan, Waheed Ullah   +4 more
doaj   +1 more source

Kernel Ridge Regression Hybrid Method for Wheat Yield Prediction with Satellite-Derived Predictors [PDF]

, 2022
Wheat dominates the Australian grain production market and accounts for 10–15% of the world’s 100 million tonnes annual global wheat trade.
Deo, Ravinesh C., S. Janifer Jabin Jui, Ahmed, A. A. Masrur, Sharma, Ekta, Ravinesh C. Deo, Ali, Mumtaz, Thong Nguyen-Huy, Nguyen-Huy, Thong, Mumtaz Ali, Ekta Sharma, Jui, S. Janifer Jabin, A. A. Masrur Ahmed   +11 more
core   +1 more source

Application of Smart Techniques, Internet of Things and Data Mining for Resource Use Efficient and Sustainable Crop Production

Agriculture, 2023
Technological advancements have led to an increased use of the internet of things (IoT) to enhance the resource use efficiency, productivity, and cost-effectiveness of agricultural production systems, particularly under the current scenario of climate ...
Awais Ali, Tajamul Hussain, Noramon Tantashutikun, Nurda Hussain, Giacomo Cocetta   +4 more
doaj   +1 more source

The Effect of Antecedence on Empirical Model Forecasts of Crop Yield from Observations of Canopy Properties

Agriculture, 2021
Identification of yield deficits early in the growing season for cereal crops (e.g., Triticum aestivum) could help to identify more precise agronomic strategies for intervention to manage production.
Anna Florence, Andrew Revill, Stephen Hoad, Robert Rees, Mathew Williams   +4 more
doaj   +1 more source

Exploring the Potential of High Resolution WorldView-3 Imagery for Estimating Yield of Mango

Remote Sensing, 2018
Pre-harvest yield estimation of mango fruit is important for the optimization of inputs and other resources on the farm. Current industry practice of visual counting the fruit on a small number of trees for yield forecasting can be highly inaccurate due ...
Muhammad Moshiur Rahman, Andrew Robson, Mila Bristow   +2 more
doaj   +1 more source